warning: commands will be executed using /bin/sh
job 2167 at Sat Mar 29 20:25:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140328/YutaMouse20-140328/YutaMouse20-140328
ElecNo	6
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2894945 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 964981 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 50706 members 
Mstep: Class 3 contains 50900 members 
Mstep: Class 4 contains 50357 members 
Mstep: Class 5 contains 50771 members 
Mstep: Class 6 contains 50779 members 
Mstep: Class 7 contains 50751 members 
Mstep: Class 8 contains 50852 members 
Mstep: Class 9 contains 50454 members 
Mstep: Class 10 contains 50829 members 
Mstep: Class 11 contains 51216 members 
Mstep: Class 12 contains 50557 members 
Mstep: Class 13 contains 50986 members 
Mstep: Class 14 contains 50926 members 
Mstep: Class 15 contains 50718 members 
Mstep: Class 16 contains 51166 members 
Mstep: Class 17 contains 50571 members 
Mstep: Class 18 contains 50453 members 
Mstep: Class 19 contains 50777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 190.270630 but Gain 3417.406250
Score: -113377848.000000 Penalty: 61513.308594
Iteration 0F: 19 clusters Score -1.133778e+08 nChanged 911578
Entering Unmasked Mstep 
Mstep: Class 0 contains 2867 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 61479 members 
Mstep: Class 3 contains 62113 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 16985 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 35873 members 
Mstep: Class 8 contains 6238 members 
Mstep: Class 10 contains 11895 members 
Mstep: Class 11 contains 4892 members 
Mstep: Class 12 contains 125439 members 
Mstep: Class 13 contains 65940 members 
Mstep: Class 14 contains 19184 members 
Mstep: Class 15 contains 210555 members 
Mstep: Class 16 contains 17570 members 
Mstep: Class 17 contains 91303 members 
Mstep: Class 18 contains 42365 members 
Mstep: Class 19 contains 170656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1907.930054 but Gain 3417.406250
Score: -117943432.000000 Penalty: 58095.902344
Iteration 1F: 18 clusters Score -1.179434e+08 nChanged 271328
Entering Unmasked Mstep 
Mstep: Class 0 contains 2732 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 52370 members 
Mstep: Class 3 contains 38831 members 
Mstep: Class 4 contains 4282 members 
Mstep: Class 5 contains 9306 members 
Mstep: Class 6 contains 2988 members 
Mstep: Class 7 contains 23203 members 
Mstep: Class 10 contains 5742 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 137435 members 
Mstep: Class 13 contains 68341 members 
Mstep: Class 14 contains 9540 members 
Mstep: Class 15 contains 272655 members 
Mstep: Class 16 contains 16644 members 
Mstep: Class 17 contains 84980 members 
Mstep: Class 18 contains 31475 members 
Mstep: Class 19 contains 197390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2658.963867 but Gain 3417.406250
Score: -118312168.000000 Penalty: 54678.496094
Iteration 2F: 17 clusters Score -1.183122e+08 nChanged 183643
Entering Unmasked Mstep 
Mstep: Class 0 contains 2607 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 66355 members 
Mstep: Class 3 contains 23951 members 
Mstep: Class 4 contains 4305 members 
Mstep: Class 5 contains 5824 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 14192 members 
Mstep: Class 11 contains 1094 members 
Mstep: Class 12 contains 141070 members 
Mstep: Class 13 contains 68022 members 
Mstep: Class 14 contains 3596 members 
Mstep: Class 15 contains 298851 members 
Mstep: Class 16 contains 16778 members 
Mstep: Class 17 contains 69304 members 
Mstep: Class 18 contains 23818 members 
Mstep: Class 19 contains 218581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2714.934570 but Gain 3417.406250
Score: -118486680.000000 Penalty: 51261.089844
Iteration 3F: 16 clusters Score -1.184867e+08 nChanged 150499
Entering Unmasked Mstep 
Mstep: Class 0 contains 2415 members 
Mstep: Class 2 contains 81736 members 
Mstep: Class 3 contains 16003 members 
Mstep: Class 4 contains 5369 members 
Mstep: Class 5 contains 3063 members 
Mstep: Class 6 contains 4436 members 
Mstep: Class 7 contains 8912 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 12 contains 145644 members 
Mstep: Class 13 contains 72282 members 
Mstep: Class 14 contains 1087 members 
Mstep: Class 15 contains 303691 members 
Mstep: Class 16 contains 13855 members 
Mstep: Class 17 contains 51570 members 
Mstep: Class 18 contains 20651 members 
Mstep: Class 19 contains 233474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1283.672363 but Gain 3417.402344
Score: -118624824.000000 Penalty: 47843.687500
Iteration 4F: 15 clusters Score -1.186248e+08 nChanged 135891
Entering Unmasked Mstep 
Mstep: Class 0 contains 2146 members 
Mstep: Class 2 contains 93877 members 
Mstep: Class 3 contains 12351 members 
Mstep: Class 4 contains 6163 members 
Mstep: Class 6 contains 4826 members 
Mstep: Class 7 contains 6145 members 
Mstep: Class 11 contains 808 members 
Mstep: Class 12 contains 155095 members 
Mstep: Class 13 contains 81370 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 297326 members 
Mstep: Class 16 contains 9664 members 
Mstep: Class 17 contains 36162 members 
Mstep: Class 18 contains 21240 members 
Mstep: Class 19 contains 236906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118729672.000000 Penalty: 47843.687500
Iteration 5F: 15 clusters Score -1.187297e+08 nChanged 119925
Entering Unmasked Mstep 
Mstep: Class 0 contains 1814 members 
Mstep: Class 2 contains 100850 members 
Mstep: Class 3 contains 10452 members 
Mstep: Class 4 contains 6399 members 
Mstep: Class 6 contains 4936 members 
Mstep: Class 7 contains 4699 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 171204 members 
Mstep: Class 13 contains 93253 members 
Mstep: Class 14 contains 1056 members 
Mstep: Class 15 contains 287142 members 
Mstep: Class 16 contains 6141 members 
Mstep: Class 17 contains 24490 members 
Mstep: Class 18 contains 23537 members 
Mstep: Class 19 contains 228118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118838816.000000 Penalty: 47843.687500
Iteration 6F: 15 clusters Score -1.188388e+08 nChanged 105786
Entering Unmasked Mstep 
Mstep: Class 0 contains 1451 members 
Mstep: Class 2 contains 103924 members 
Mstep: Class 3 contains 8928 members 
Mstep: Class 4 contains 6494 members 
Mstep: Class 6 contains 4959 members 
Mstep: Class 7 contains 3785 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 193389 members 
Mstep: Class 13 contains 103666 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 275422 members 
Mstep: Class 16 contains 4517 members 
Mstep: Class 17 contains 16325 members 
Mstep: Class 18 contains 26230 members 
Mstep: Class 19 contains 213915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118950448.000000 Penalty: 47843.687500
Iteration 7F: 15 clusters Score -1.189504e+08 nChanged 92885
Entering Unmasked Mstep 
Mstep: Class 0 contains 962 members 
Mstep: Class 2 contains 103743 members 
Mstep: Class 3 contains 7765 members 
Mstep: Class 4 contains 6533 members 
Mstep: Class 6 contains 4976 members 
Mstep: Class 7 contains 3344 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 221610 members 
Mstep: Class 13 contains 111388 members 
Mstep: Class 14 contains 736 members 
Mstep: Class 15 contains 258959 members 
Mstep: Class 16 contains 4454 members 
Mstep: Class 17 contains 11149 members 
Mstep: Class 18 contains 28881 members 
Mstep: Class 19 contains 199083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119028016.000000 Penalty: 47843.687500
Iteration 8F: 15 clusters Score -1.19028e+08 nChanged 81051
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 2 contains 102238 members 
Mstep: Class 3 contains 6801 members 
Mstep: Class 4 contains 6771 members 
Mstep: Class 6 contains 4985 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 252968 members 
Mstep: Class 13 contains 117215 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 238446 members 
Mstep: Class 16 contains 4986 members 
Mstep: Class 17 contains 8452 members 
Mstep: Class 18 contains 31220 members 
Mstep: Class 19 contains 184700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119074744.000000 Penalty: 47843.687500
Iteration 9F: 15 clusters Score -1.190747e+08 nChanged 70222
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 2 contains 100695 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 7352 members 
Mstep: Class 6 contains 4991 members 
Mstep: Class 7 contains 3293 members 
Mstep: Class 11 contains 1435 members 
Mstep: Class 12 contains 282510 members 
Mstep: Class 13 contains 122154 members 
Mstep: Class 14 contains 1046 members 
Mstep: Class 15 contains 216612 members 
Mstep: Class 16 contains 5627 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 33448 members 
Mstep: Class 19 contains 171905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119123208.000000 Penalty: 47843.687500
Iteration 10F: 15 clusters Score -1.191232e+08 nChanged 62979
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 2 contains 99370 members 
Mstep: Class 3 contains 5672 members 
Mstep: Class 4 contains 8381 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 11 contains 1435 members 
Mstep: Class 12 contains 305143 members 
Mstep: Class 13 contains 126634 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 196737 members 
Mstep: Class 16 contains 6293 members 
Mstep: Class 17 contains 7201 members 
Mstep: Class 18 contains 35505 members 
Mstep: Class 19 contains 162684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119154176.000000 Penalty: 47843.687500
Iteration 11F: 15 clusters Score -1.191542e+08 nChanged 56828
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 97680 members 
Mstep: Class 3 contains 5448 members 
Mstep: Class 4 contains 9667 members 
Mstep: Class 6 contains 5001 members 
Mstep: Class 7 contains 3401 members 
Mstep: Class 11 contains 1436 members 
Mstep: Class 12 contains 319390 members 
Mstep: Class 13 contains 129263 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 15 contains 182051 members 
Mstep: Class 16 contains 6907 members 
Mstep: Class 17 contains 7760 members 
Mstep: Class 18 contains 37203 members 
Mstep: Class 19 contains 158246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119154064.000000 Penalty: 47843.687500
Iteration 12F: 15 clusters Score -1.191541e+08 nChanged 52610
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 96372 members 
Mstep: Class 3 contains 5362 members 
Mstep: Class 4 contains 11207 members 
Mstep: Class 6 contains 5006 members 
Mstep: Class 7 contains 3407 members 
Mstep: Class 11 contains 1437 members 
Mstep: Class 12 contains 322144 members 
Mstep: Class 13 contains 131689 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 172077 members 
Mstep: Class 16 contains 7393 members 
Mstep: Class 17 contains 8669 members 
Mstep: Class 18 contains 38758 members 
Mstep: Class 19 contains 159934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119155040.000000 Penalty: 47843.687500
Iteration 13F: 15 clusters Score -1.19155e+08 nChanged 43339
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 95049 members 
Mstep: Class 3 contains 5353 members 
Mstep: Class 4 contains 12922 members 
Mstep: Class 6 contains 5008 members 
Mstep: Class 7 contains 3382 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 315448 members 
Mstep: Class 13 contains 135124 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 167521 members 
Mstep: Class 16 contains 7810 members 
Mstep: Class 17 contains 9729 members 
Mstep: Class 18 contains 40293 members 
Mstep: Class 19 contains 164381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119166688.000000 Penalty: 47843.687500
Iteration 14Q: 15 clusters Score -1.191667e+08 nChanged 35505
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 93398 members 
Mstep: Class 3 contains 5340 members 
Mstep: Class 4 contains 14618 members 
Mstep: Class 6 contains 5010 members 
Mstep: Class 7 contains 3378 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 306865 members 
Mstep: Class 13 contains 139207 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 165598 members 
Mstep: Class 16 contains 8113 members 
Mstep: Class 17 contains 10749 members 
Mstep: Class 18 contains 41570 members 
Mstep: Class 19 contains 168174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119177336.000000 Penalty: 47843.687500
Iteration 15Q: 15 clusters Score -1.191773e+08 nChanged 31893
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 91564 members 
Mstep: Class 3 contains 5338 members 
Mstep: Class 4 contains 16173 members 
Mstep: Class 6 contains 5011 members 
Mstep: Class 7 contains 3393 members 
Mstep: Class 11 contains 1438 members 
Mstep: Class 12 contains 298432 members 
Mstep: Class 13 contains 143834 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 164989 members 
Mstep: Class 16 contains 8339 members 
Mstep: Class 17 contains 11709 members 
Mstep: Class 18 contains 42682 members 
Mstep: Class 19 contains 170557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119183384.000000 Penalty: 47843.687500
Iteration 16Q: 15 clusters Score -1.191834e+08 nChanged 29795
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 89924 members 
Mstep: Class 3 contains 5350 members 
Mstep: Class 4 contains 17616 members 
Mstep: Class 6 contains 5012 members 
Mstep: Class 7 contains 3405 members 
Mstep: Class 11 contains 1438 members 
Mstep: Class 12 contains 289818 members 
Mstep: Class 13 contains 149104 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 164925 members 
Mstep: Class 16 contains 8452 members 
Mstep: Class 17 contains 12615 members 
Mstep: Class 18 contains 43619 members 
Mstep: Class 19 contains 172181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119189432.000000 Penalty: 47843.687500
Iteration 17Q: 15 clusters Score -1.191894e+08 nChanged 28198
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 88337 members 
Mstep: Class 3 contains 5354 members 
Mstep: Class 4 contains 19012 members 
Mstep: Class 6 contains 5008 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 11 contains 1438 members 
Mstep: Class 12 contains 280678 members 
Mstep: Class 13 contains 154916 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 165097 members 
Mstep: Class 16 contains 8513 members 
Mstep: Class 17 contains 13496 members 
Mstep: Class 18 contains 44388 members 
Mstep: Class 19 contains 173860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119196640.000000 Penalty: 47843.687500
Iteration 18Q: 15 clusters Score -1.191966e+08 nChanged 26430
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 86831 members 
Mstep: Class 3 contains 5367 members 
Mstep: Class 4 contains 20360 members 
Mstep: Class 6 contains 5007 members 
Mstep: Class 7 contains 3320 members 
Mstep: Class 11 contains 1438 members 
Mstep: Class 12 contains 270904 members 
Mstep: Class 13 contains 161166 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 165754 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 14357 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 175375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119203048.000000 Penalty: 47843.687500
Iteration 19Q: 15 clusters Score -1.19203e+08 nChanged 25335
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 85407 members 
Mstep: Class 3 contains 5398 members 
Mstep: Class 4 contains 21672 members 
Mstep: Class 6 contains 5005 members 
Mstep: Class 7 contains 3226 members 
Mstep: Class 11 contains 1438 members 
Mstep: Class 12 contains 260059 members 
Mstep: Class 13 contains 168087 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 167071 members 
Mstep: Class 16 contains 8545 members 
Mstep: Class 17 contains 15202 members 
Mstep: Class 18 contains 45627 members 
Mstep: Class 19 contains 176722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119210272.000000 Penalty: 47843.687500
Iteration 20F: 15 clusters Score -1.192103e+08 nChanged 24924
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 83964 members 
Mstep: Class 3 contains 5422 members 
Mstep: Class 4 contains 22888 members 
Mstep: Class 6 contains 5007 members 
Mstep: Class 7 contains 3120 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 248844 members 
Mstep: Class 13 contains 175418 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 168945 members 
Mstep: Class 16 contains 8535 members 
Mstep: Class 17 contains 15987 members 
Mstep: Class 18 contains 46145 members 
Mstep: Class 19 contains 177746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119215856.000000 Penalty: 47843.687500
Iteration 21Q: 15 clusters Score -1.192159e+08 nChanged 24619
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 82612 members 
Mstep: Class 3 contains 5447 members 
Mstep: Class 4 contains 24041 members 
Mstep: Class 6 contains 5009 members 
Mstep: Class 7 contains 2993 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 237486 members 
Mstep: Class 13 contains 183307 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 171234 members 
Mstep: Class 16 contains 8511 members 
Mstep: Class 17 contains 16745 members 
Mstep: Class 18 contains 46532 members 
Mstep: Class 19 contains 178104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119220208.000000 Penalty: 47843.687500
Iteration 22Q: 15 clusters Score -1.192202e+08 nChanged 24388
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 81360 members 
Mstep: Class 3 contains 5496 members 
Mstep: Class 4 contains 25136 members 
Mstep: Class 6 contains 5009 members 
Mstep: Class 7 contains 2871 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 226280 members 
Mstep: Class 13 contains 191107 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 173845 members 
Mstep: Class 16 contains 8474 members 
Mstep: Class 17 contains 17444 members 
Mstep: Class 18 contains 46856 members 
Mstep: Class 19 contains 178143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119224224.000000 Penalty: 47843.687500
Iteration 23Q: 15 clusters Score -1.192242e+08 nChanged 23656
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 80117 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 26194 members 
Mstep: Class 6 contains 5007 members 
Mstep: Class 7 contains 2746 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 215874 members 
Mstep: Class 13 contains 197687 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 176848 members 
Mstep: Class 16 contains 8432 members 
Mstep: Class 17 contains 18140 members 
Mstep: Class 18 contains 47209 members 
Mstep: Class 19 contains 178238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119227272.000000 Penalty: 47843.687500
Iteration 24Q: 15 clusters Score -1.192273e+08 nChanged 22311
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 79061 members 
Mstep: Class 3 contains 5576 members 
Mstep: Class 4 contains 27246 members 
Mstep: Class 6 contains 5010 members 
Mstep: Class 7 contains 2655 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 206491 members 
Mstep: Class 13 contains 202539 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 180324 members 
Mstep: Class 16 contains 8381 members 
Mstep: Class 17 contains 18843 members 
Mstep: Class 18 contains 47453 members 
Mstep: Class 19 contains 178442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119230552.000000 Penalty: 47843.687500
Iteration 25Q: 15 clusters Score -1.192306e+08 nChanged 20610
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 78102 members 
Mstep: Class 3 contains 5619 members 
Mstep: Class 4 contains 28301 members 
Mstep: Class 6 contains 5010 members 
Mstep: Class 7 contains 2546 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 198777 members 
Mstep: Class 13 contains 204937 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 184281 members 
Mstep: Class 16 contains 8328 members 
Mstep: Class 17 contains 19521 members 
Mstep: Class 18 contains 47670 members 
Mstep: Class 19 contains 178929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119234048.000000 Penalty: 47843.687500
Iteration 26Q: 15 clusters Score -1.19234e+08 nChanged 19116
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 77284 members 
Mstep: Class 3 contains 5679 members 
Mstep: Class 4 contains 29258 members 
Mstep: Class 6 contains 5010 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 192568 members 
Mstep: Class 13 contains 205296 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 188337 members 
Mstep: Class 16 contains 8268 members 
Mstep: Class 17 contains 20203 members 
Mstep: Class 18 contains 47911 members 
Mstep: Class 19 contains 179762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119237096.000000 Penalty: 47843.687500
Iteration 27Q: 15 clusters Score -1.192371e+08 nChanged 17590
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 76489 members 
Mstep: Class 3 contains 5722 members 
Mstep: Class 4 contains 30084 members 
Mstep: Class 6 contains 5010 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 187917 members 
Mstep: Class 13 contains 203936 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 192421 members 
Mstep: Class 16 contains 8216 members 
Mstep: Class 17 contains 20866 members 
Mstep: Class 18 contains 48159 members 
Mstep: Class 19 contains 180861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119240408.000000 Penalty: 47843.687500
Iteration 28Q: 15 clusters Score -1.192404e+08 nChanged 16792
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 75738 members 
Mstep: Class 3 contains 5754 members 
Mstep: Class 4 contains 30821 members 
Mstep: Class 6 contains 5010 members 
Mstep: Class 7 contains 2243 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 184459 members 
Mstep: Class 13 contains 201453 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 196599 members 
Mstep: Class 16 contains 8166 members 
Mstep: Class 17 contains 21552 members 
Mstep: Class 18 contains 48403 members 
Mstep: Class 19 contains 181823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119244704.000000 Penalty: 47843.687500
Iteration 29Q: 15 clusters Score -1.192447e+08 nChanged 15832
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 75074 members 
Mstep: Class 3 contains 5783 members 
Mstep: Class 4 contains 31410 members 
Mstep: Class 6 contains 5011 members 
Mstep: Class 7 contains 2134 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 181991 members 
Mstep: Class 13 contains 198390 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 200444 members 
Mstep: Class 16 contains 8114 members 
Mstep: Class 17 contains 22301 members 
Mstep: Class 18 contains 48578 members 
Mstep: Class 19 contains 182791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119248496.000000 Penalty: 47843.687500
Iteration 30Q: 15 clusters Score -1.192485e+08 nChanged 15220
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 74409 members 
Mstep: Class 3 contains 5801 members 
Mstep: Class 4 contains 31919 members 
Mstep: Class 6 contains 5011 members 
Mstep: Class 7 contains 2052 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 180589 members 
Mstep: Class 13 contains 195025 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 204089 members 
Mstep: Class 16 contains 8078 members 
Mstep: Class 17 contains 23033 members 
Mstep: Class 18 contains 48750 members 
Mstep: Class 19 contains 183265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119251792.000000 Penalty: 47843.687500
Iteration 31Q: 15 clusters Score -1.192518e+08 nChanged 14780
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 73794 members 
Mstep: Class 3 contains 5814 members 
Mstep: Class 4 contains 32413 members 
Mstep: Class 6 contains 5014 members 
Mstep: Class 7 contains 1999 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 179744 members 
Mstep: Class 13 contains 191685 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 207609 members 
Mstep: Class 16 contains 8046 members 
Mstep: Class 17 contains 23730 members 
Mstep: Class 18 contains 48878 members 
Mstep: Class 19 contains 183295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119255440.000000 Penalty: 47843.687500
Iteration 32Q: 15 clusters Score -1.192554e+08 nChanged 14227
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 73301 members 
Mstep: Class 3 contains 5831 members 
Mstep: Class 4 contains 32925 members 
Mstep: Class 6 contains 5016 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 179150 members 
Mstep: Class 13 contains 188565 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 210822 members 
Mstep: Class 16 contains 8014 members 
Mstep: Class 17 contains 24357 members 
Mstep: Class 18 contains 49022 members 
Mstep: Class 19 contains 183087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119258464.000000 Penalty: 47843.687500
Iteration 33Q: 15 clusters Score -1.192585e+08 nChanged 13495
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 72871 members 
Mstep: Class 3 contains 5854 members 
Mstep: Class 4 contains 33463 members 
Mstep: Class 6 contains 5016 members 
Mstep: Class 7 contains 1856 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 178803 members 
Mstep: Class 13 contains 185842 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 213854 members 
Mstep: Class 16 contains 7985 members 
Mstep: Class 17 contains 24940 members 
Mstep: Class 18 contains 49178 members 
Mstep: Class 19 contains 182359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3383.460205 but Gain 3417.406250
Score: -119261280.000000 Penalty: 44426.281250
Iteration 34Q: 14 clusters Score -1.192613e+08 nChanged 14567
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 72506 members 
Mstep: Class 3 contains 5896 members 
Mstep: Class 4 contains 34014 members 
Mstep: Class 6 contains 5015 members 
Mstep: Class 11 contains 1440 members 
Mstep: Class 12 contains 178734 members 
Mstep: Class 13 contains 183697 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 216560 members 
Mstep: Class 16 contains 7962 members 
Mstep: Class 17 contains 25469 members 
Mstep: Class 18 contains 49310 members 
Mstep: Class 19 contains 182857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119265384.000000 Penalty: 44426.281250
Iteration 35Q: 14 clusters Score -1.192654e+08 nChanged 12536
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 72200 members 
Mstep: Class 3 contains 5906 members 
Mstep: Class 4 contains 34504 members 
Mstep: Class 6 contains 5016 members 
Mstep: Class 11 contains 1440 members 
Mstep: Class 12 contains 178622 members 
Mstep: Class 13 contains 181801 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 219078 members 
Mstep: Class 16 contains 7943 members 
Mstep: Class 17 contains 26071 members 
Mstep: Class 18 contains 49429 members 
Mstep: Class 19 contains 181450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119267032.000000 Penalty: 44426.281250
Iteration 36Q: 14 clusters Score -1.19267e+08 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 71889 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 35020 members 
Mstep: Class 6 contains 5016 members 
Mstep: Class 11 contains 1440 members 
Mstep: Class 12 contains 178632 members 
Mstep: Class 13 contains 180305 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 221337 members 
Mstep: Class 16 contains 7927 members 
Mstep: Class 17 contains 26677 members 
Mstep: Class 18 contains 49533 members 
Mstep: Class 19 contains 179758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119268464.000000 Penalty: 44426.281250
Iteration 37Q: 14 clusters Score -1.192685e+08 nChanged 11165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 71644 members 
Mstep: Class 3 contains 5951 members 
Mstep: Class 4 contains 35525 members 
Mstep: Class 6 contains 5016 members 
Mstep: Class 11 contains 1440 members 
Mstep: Class 12 contains 178599 members 
Mstep: Class 13 contains 179110 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 223342 members 
Mstep: Class 16 contains 7917 members 
Mstep: Class 17 contains 27295 members 
Mstep: Class 18 contains 49610 members 
Mstep: Class 19 contains 178011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119270312.000000 Penalty: 44426.281250
Iteration 38Q: 14 clusters Score -1.192703e+08 nChanged 10305
Entering ConstructFrom: 
Score: -119270312.000000 Penalty: 44426.281250
Entering ConstructFrom: 
Trying to split cluster 2 (71400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71400 members 
Entering Unmasked Estep 
Score: -8774745.000000 Penalty: 2771.661133
	Iteration 0F: 2 clusters Score -8774745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -8726808.000000 Penalty: 5543.322266
	Iteration 0F: 3 clusters Score -8726808 nChanged 33573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -8745391.000000 Penalty: 5543.322266
	Iteration 1F: 3 clusters Score -8745391 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -8745904.000000 Penalty: 5543.322266
	Iteration 2Q: 3 clusters Score -8745904 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -8746403.000000 Penalty: 5543.322266
	Iteration 3Q: 3 clusters Score -8746403 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -8747046.000000 Penalty: 5543.322266
	Iteration 4Q: 3 clusters Score -8747046 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -8747684.000000 Penalty: 5543.322266
	Iteration 5Q: 3 clusters Score -8747684 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -8748601.000000 Penalty: 5543.322266
	Iteration 6Q: 3 clusters Score -8748601 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -8749923.000000 Penalty: 5543.322266
	Iteration 7Q: 3 clusters Score -8749923 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -8751617.000000 Penalty: 5543.322266
	Iteration 8Q: 3 clusters Score -8751617 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -8753664.000000 Penalty: 5543.322266
	Iteration 9F: 3 clusters Score -8753664 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -8756122.000000 Penalty: 5543.322266
	Iteration 10F: 3 clusters Score -8756122 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -8758638.000000 Penalty: 5543.322266
	Iteration 11F: 3 clusters Score -8758638 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -8760873.000000 Penalty: 5543.322266
	Iteration 12F: 3 clusters Score -8760873 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -8762644.000000 Penalty: 5543.322266
	Iteration 13Q: 3 clusters Score -8762644 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -8763898.000000 Penalty: 5543.322266
	Iteration 14Q: 3 clusters Score -8763898 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -8764868.000000 Penalty: 5543.322266
	Iteration 15Q: 3 clusters Score -8764868 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -8765789.000000 Penalty: 5543.322266
	Iteration 16Q: 3 clusters Score -8765789 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -8766625.000000 Penalty: 5543.322266
	Iteration 17Q: 3 clusters Score -8766625 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -8767389.000000 Penalty: 5543.322266
	Iteration 18Q: 3 clusters Score -8767389 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -8768150.000000 Penalty: 5543.322266
	Iteration 19Q: 3 clusters Score -8768150 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -8768760.000000 Penalty: 5543.322266
	Iteration 20F: 3 clusters Score -8768760 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -8769338.000000 Penalty: 5543.322266
	Iteration 21Q: 3 clusters Score -8769338 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -8769833.000000 Penalty: 5543.322266
	Iteration 22Q: 3 clusters Score -8769833 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -8770314.000000 Penalty: 5543.322266
	Iteration 23Q: 3 clusters Score -8770314 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 57922 members 
Entering Unmasked Estep 
Score: -8770666.000000 Penalty: 5543.322266
	Iteration 24Q: 3 clusters Score -8770666 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 58928 members 
Entering Unmasked Estep 
Score: -8770973.000000 Penalty: 5543.322266
	Iteration 25Q: 3 clusters Score -8770973 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -8771247.000000 Penalty: 5543.322266
	Iteration 26Q: 3 clusters Score -8771247 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -8771480.000000 Penalty: 5543.322266
	Iteration 27Q: 3 clusters Score -8771480 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 61270 members 
Entering Unmasked Estep 
Score: -8771693.000000 Penalty: 5543.322266
	Iteration 28Q: 3 clusters Score -8771693 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 61847 members 
Entering Unmasked Estep 
Score: -8771831.000000 Penalty: 5543.322266
	Iteration 29Q: 3 clusters Score -8771831 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -8771918.000000 Penalty: 5543.322266
	Iteration 30Q: 3 clusters Score -8771918 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 62834 members 
Entering Unmasked Estep 
Score: -8772057.000000 Penalty: 5543.322266
	Iteration 31Q: 3 clusters Score -8772057 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
Score: -8772175.000000 Penalty: 5543.322266
	Iteration 32Q: 3 clusters Score -8772175 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 63640 members 
Entering Unmasked Estep 
Score: -8772239.000000 Penalty: 5543.322266
	Iteration 33Q: 3 clusters Score -8772239 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 63981 members 
Entering Unmasked Estep 
Score: -8772309.000000 Penalty: 5543.322266
	Iteration 34Q: 3 clusters Score -8772309 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -8772371.000000 Penalty: 5543.322266
	Iteration 35Q: 3 clusters Score -8772371 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -8772417.000000 Penalty: 5543.322266
	Iteration 36Q: 3 clusters Score -8772417 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 64811 members 
Entering Unmasked Estep 
Score: -8772510.000000 Penalty: 5543.322266
	Iteration 37Q: 3 clusters Score -8772510 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 65042 members 
Entering Unmasked Estep 
Score: -8772542.000000 Penalty: 5543.322266
	Iteration 38Q: 3 clusters Score -8772542 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 65244 members 
Entering Unmasked Estep 
Score: -8772563.000000 Penalty: 5543.322266
	Iteration 39Q: 3 clusters Score -8772563 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 65403 members 
Entering Unmasked Estep 
Score: -8772609.000000 Penalty: 5543.322266
	Iteration 40F: 3 clusters Score -8772609 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 65551 members 
Entering Unmasked Estep 
Score: -8772608.000000 Penalty: 5543.322266
	Iteration 41Q: 3 clusters Score -8772608 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 65654 members 
Entering Unmasked Estep 
Score: -8772643.000000 Penalty: 5543.322266
	Iteration 42Q: 3 clusters Score -8772643 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -8772655.000000 Penalty: 5543.322266
	Iteration 43Q: 3 clusters Score -8772655 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 65864 members 
Entering Unmasked Estep 
Score: -8772673.000000 Penalty: 5543.322266
	Iteration 44Q: 3 clusters Score -8772673 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -8772689.000000 Penalty: 5543.322266
	Iteration 45Q: 3 clusters Score -8772689 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 66041 members 
Entering Unmasked Estep 
Score: -8772702.000000 Penalty: 5543.322266
	Iteration 46Q: 3 clusters Score -8772702 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -8772721.000000 Penalty: 5543.322266
	Iteration 47Q: 3 clusters Score -8772721 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 66189 members 
Entering Unmasked Estep 
Score: -8772740.000000 Penalty: 5543.322266
	Iteration 48Q: 3 clusters Score -8772740 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 66254 members 
Entering Unmasked Estep 
Score: -8772740.000000 Penalty: 5543.322266
	Iteration 49Q: 3 clusters Score -8772740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -8772742.000000 Penalty: 5543.322266
	Iteration 50Q: 3 clusters Score -8772742 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 66337 members 
Entering Unmasked Estep 
Score: -8772728.000000 Penalty: 5543.322266
	Iteration 51Q: 3 clusters Score -8772728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -8772751.000000 Penalty: 5543.322266
	Iteration 52Q: 3 clusters Score -8772751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -8772768.000000 Penalty: 5543.322266
	Iteration 53Q: 3 clusters Score -8772768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -8772766.000000 Penalty: 5543.322266
	Iteration 54Q: 3 clusters Score -8772766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 66494 members 
Entering Unmasked Estep 
Score: -8772786.000000 Penalty: 5543.322266
	Iteration 55Q: 3 clusters Score -8772786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 66521 members 
Entering Unmasked Estep 
Score: -8772791.000000 Penalty: 5543.322266
	Iteration 56Q: 3 clusters Score -8772791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 66553 members 
Entering Unmasked Estep 
Score: -8772788.000000 Penalty: 5543.322266
	Iteration 57Q: 3 clusters Score -8772788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 66589 members 
Entering Unmasked Estep 
Score: -8772799.000000 Penalty: 5543.322266
	Iteration 58Q: 3 clusters Score -8772799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 66618 members 
Entering Unmasked Estep 
Score: -8772797.000000 Penalty: 5543.322266
	Iteration 59Q: 3 clusters Score -8772797 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 66654 members 
Entering Unmasked Estep 
Score: -8772792.000000 Penalty: 5543.322266
	Iteration 60F: 3 clusters Score -8772792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 66689 members 
Entering Unmasked Estep 
Score: -8772797.000000 Penalty: 5543.322266
	Iteration 61Q: 3 clusters Score -8772797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -8772814.000000 Penalty: 5543.322266
	Iteration 62Q: 3 clusters Score -8772814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -8772812.000000 Penalty: 5543.322266
	Iteration 63Q: 3 clusters Score -8772812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 66802 members 
Entering Unmasked Estep 
Score: -8772818.000000 Penalty: 5543.322266
	Iteration 64Q: 3 clusters Score -8772818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 66833 members 
Entering Unmasked Estep 
Score: -8772806.000000 Penalty: 5543.322266
	Iteration 65Q: 3 clusters Score -8772806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -8772802.000000 Penalty: 5543.322266
	Iteration 66Q: 3 clusters Score -8772802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 66883 members 
Entering Unmasked Estep 
Score: -8772813.000000 Penalty: 5543.322266
	Iteration 67Q: 3 clusters Score -8772813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -8772813.000000 Penalty: 5543.322266
	Iteration 68Q: 3 clusters Score -8772813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -8772818.000000 Penalty: 5543.322266
	Iteration 69Q: 3 clusters Score -8772818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 66922 members 
Entering Unmasked Estep 
Score: -8772813.000000 Penalty: 5543.322266
	Iteration 70Q: 3 clusters Score -8772813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 66929 members 
Entering Unmasked Estep 
Score: -8772809.000000 Penalty: 5543.322266
	Iteration 71Q: 3 clusters Score -8772809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 66942 members 
Entering Unmasked Estep 
Score: -8772805.000000 Penalty: 5543.322266
	Iteration 72Q: 3 clusters Score -8772805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -8772818.000000 Penalty: 5543.322266
	Iteration 73Q: 3 clusters Score -8772818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 66969 members 
Entering Unmasked Estep 
Score: -8772822.000000 Penalty: 5543.322266
	Iteration 74Q: 3 clusters Score -8772822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 66982 members 
Entering Unmasked Estep 
Score: -8772824.000000 Penalty: 5543.322266
	Iteration 75Q: 3 clusters Score -8772824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 66995 members 
Entering Unmasked Estep 
Score: -8772822.000000 Penalty: 5543.322266
	Iteration 76Q: 3 clusters Score -8772822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 67003 members 
Entering Unmasked Estep 
Score: -8772834.000000 Penalty: 5543.322266
	Iteration 77Q: 3 clusters Score -8772834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 67017 members 
Entering Unmasked Estep 
Score: -8772823.000000 Penalty: 5543.322266
	Iteration 78Q: 3 clusters Score -8772823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 67021 members 
Entering Unmasked Estep 
Score: -8772827.000000 Penalty: 5543.322266
	Iteration 79Q: 3 clusters Score -8772827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 67028 members 
Entering Unmasked Estep 
Score: -8772826.000000 Penalty: 5543.322266
	Iteration 80F: 3 clusters Score -8772826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 67033 members 
Entering Unmasked Estep 
Score: -8772823.000000 Penalty: 5543.322266
	Iteration 81Q: 3 clusters Score -8772823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 67043 members 
Entering Unmasked Estep 
Score: -8772818.000000 Penalty: 5543.322266
	Iteration 82Q: 3 clusters Score -8772818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -8772818.000000 Penalty: 5543.322266
	Iteration 83Q: 3 clusters Score -8772818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -8772813.000000 Penalty: 5543.322266
	Iteration 84Q: 3 clusters Score -8772813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -8772814.000000 Penalty: 5543.322266
	Iteration 85Q: 3 clusters Score -8772814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 67048 members 
Entering Unmasked Estep 
Score: -8772818.000000 Penalty: 5543.322266
	Iteration 86Q: 3 clusters Score -8772818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 67053 members 
Entering Unmasked Estep 
Score: -8772826.000000 Penalty: 5543.322266
	Iteration 87Q: 3 clusters Score -8772826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 67059 members 
Entering Unmasked Estep 
Score: -8772816.000000 Penalty: 5543.322266
	Iteration 88Q: 3 clusters Score -8772816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 67065 members 
Entering Unmasked Estep 
Score: -8772830.000000 Penalty: 5543.322266
	Iteration 89Q: 3 clusters Score -8772830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 67072 members 
Entering Unmasked Estep 
Score: -8772830.000000 Penalty: 5543.322266
	Iteration 90Q: 3 clusters Score -8772830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 67081 members 
Entering Unmasked Estep 
Score: -8772825.000000 Penalty: 5543.322266
	Iteration 91Q: 3 clusters Score -8772825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 67085 members 
Entering Unmasked Estep 
Score: -8772825.000000 Penalty: 5543.322266
	Iteration 92Q: 3 clusters Score -8772825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -8772821.000000 Penalty: 5543.322266
	Iteration 93Q: 3 clusters Score -8772821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 67092 members 
Entering Unmasked Estep 
Score: -8772833.000000 Penalty: 5543.322266
	Iteration 94Q: 3 clusters Score -8772833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 67101 members 
Entering Unmasked Estep 
Score: -8772837.000000 Penalty: 5543.322266
	Iteration 95Q: 3 clusters Score -8772837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 67110 members 
Entering Unmasked Estep 
Score: -8772840.000000 Penalty: 5543.322266
	Iteration 96Q: 3 clusters Score -8772840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 67118 members 
Entering Unmasked Estep 
Score: -8772845.000000 Penalty: 5543.322266
	Iteration 97Q: 3 clusters Score -8772845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 67123 members 
Entering Unmasked Estep 
Score: -8772844.000000 Penalty: 5543.322266
	Iteration 98Q: 3 clusters Score -8772844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 67126 members 
Entering Unmasked Estep 
Score: -8772830.000000 Penalty: 5543.322266
	Iteration 99Q: 3 clusters Score -8772830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 67130 members 
Entering Unmasked Estep 
Score: -8772834.000000 Penalty: 5543.322266
	Iteration 100F: 3 clusters Score -8772834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 67133 members 
Entering Unmasked Estep 
Score: -8772830.000000 Penalty: 5543.322266
	Iteration 101Q: 3 clusters Score -8772830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 67137 members 
Entering Unmasked Estep 
Score: -8772834.000000 Penalty: 5543.322266
	Iteration 102Q: 3 clusters Score -8772834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 67139 members 
Entering Unmasked Estep 
Score: -8772839.000000 Penalty: 5543.322266
	Iteration 103Q: 3 clusters Score -8772839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
Score: -8772846.000000 Penalty: 5543.322266
	Iteration 104Q: 3 clusters Score -8772846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -8772847.000000 Penalty: 5543.322266
	Iteration 105Q: 3 clusters Score -8772847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 67153 members 
Entering Unmasked Estep 
Score: -8772845.000000 Penalty: 5543.322266
	Iteration 106Q: 3 clusters Score -8772845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 67164 members 
Entering Unmasked Estep 
Score: -8772848.000000 Penalty: 5543.322266
	Iteration 107Q: 3 clusters Score -8772848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 67168 members 
Entering Unmasked Estep 
Score: -8772846.000000 Penalty: 5543.322266
	Iteration 108Q: 3 clusters Score -8772846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -8772852.000000 Penalty: 5543.322266
	Iteration 109Q: 3 clusters Score -8772852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -8772852.000000 Penalty: 5543.322266
	Iteration 110F: 3 clusters Score -8772852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Entering Unmasked Estep 
Score: -680230.750000 Penalty: 2155.987305
	Iteration 0F: 2 clusters Score -680230.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -675365.875000 Penalty: 4311.974609
	Iteration 0F: 3 clusters Score -675365.9 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -679127.625000 Penalty: 4311.974609
	Iteration 1F: 3 clusters Score -679127.6 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -685230.937500 Penalty: 4311.974609
	Iteration 2F: 3 clusters Score -685230.9 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -688461.750000 Penalty: 4311.974609
	Iteration 3F: 3 clusters Score -688461.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -689130.562500 Penalty: 4311.974609
	Iteration 4Q: 3 clusters Score -689130.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -689299.562500 Penalty: 4311.974609
	Iteration 5Q: 3 clusters Score -689299.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -689341.187500 Penalty: 4311.974609
	Iteration 6Q: 3 clusters Score -689341.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -689348.937500 Penalty: 4311.974609
	Iteration 7Q: 3 clusters Score -689348.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -689349.375000 Penalty: 4311.974609
	Iteration 8Q: 3 clusters Score -689349.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -689349.375000 Penalty: 4311.974609
	Iteration 9F: 3 clusters Score -689349.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 71400 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 36089 members 
Mstep: Class 6 contains 5015 members 
Mstep: Class 11 contains 1440 members 
Mstep: Class 12 contains 178502 members 
Mstep: Class 13 contains 178286 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 225040 members 
Mstep: Class 16 contains 7909 members 
Mstep: Class 17 contains 27854 members 
Mstep: Class 18 contains 49676 members 
Mstep: Class 19 contains 176285 members 
Entering Unmasked Estep 
Score: -119278568.000000 Penalty: 47843.687500
Splitting cluster 3 changes total score from -119270312.000000 to -119278568.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (36089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Entering Unmasked Estep 
Score: -4580160.000000 Penalty: 2602.448242
	Iteration 0F: 2 clusters Score -4580160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -4555637.500000 Penalty: 5204.896484
	Iteration 0F: 3 clusters Score -4555638 nChanged 16489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -4564763.500000 Penalty: 5204.896484
	Iteration 1F: 3 clusters Score -4564764 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -4565428.000000 Penalty: 5204.896484
	Iteration 2Q: 3 clusters Score -4565428 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -4566279.000000 Penalty: 5204.896484
	Iteration 3Q: 3 clusters Score -4566279 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -4567323.500000 Penalty: 5204.896484
	Iteration 4F: 3 clusters Score -4567324 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -4568481.500000 Penalty: 5204.896484
	Iteration 5F: 3 clusters Score -4568482 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -4569843.000000 Penalty: 5204.896484
	Iteration 6F: 3 clusters Score -4569843 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -4571358.500000 Penalty: 5204.896484
	Iteration 7F: 3 clusters Score -4571358 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -4572828.000000 Penalty: 5204.896484
	Iteration 8F: 3 clusters Score -4572828 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -4574139.000000 Penalty: 5204.896484
	Iteration 9F: 3 clusters Score -4574139 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -4575203.000000 Penalty: 5204.896484
	Iteration 10Q: 3 clusters Score -4575203 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -4576100.000000 Penalty: 5204.896484
	Iteration 11Q: 3 clusters Score -4576100 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -4576798.500000 Penalty: 5204.896484
	Iteration 12Q: 3 clusters Score -4576798 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -4577353.000000 Penalty: 5204.896484
	Iteration 13Q: 3 clusters Score -4577353 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -4577706.000000 Penalty: 5204.896484
	Iteration 14Q: 3 clusters Score -4577706 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -4577918.500000 Penalty: 5204.896484
	Iteration 15Q: 3 clusters Score -4577918 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -4578104.500000 Penalty: 5204.896484
	Iteration 16Q: 3 clusters Score -4578104 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -4578241.000000 Penalty: 5204.896484
	Iteration 17Q: 3 clusters Score -4578241 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -4578405.000000 Penalty: 5204.896484
	Iteration 18Q: 3 clusters Score -4578405 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4578534.000000 Penalty: 5204.896484
	Iteration 19Q: 3 clusters Score -4578534 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -4578629.000000 Penalty: 5204.896484
	Iteration 20F: 3 clusters Score -4578629 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -4578707.500000 Penalty: 5204.896484
	Iteration 21Q: 3 clusters Score -4578708 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4578745.000000 Penalty: 5204.896484
	Iteration 22Q: 3 clusters Score -4578745 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4578776.500000 Penalty: 5204.896484
	Iteration 23Q: 3 clusters Score -4578776 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4578808.500000 Penalty: 5204.896484
	Iteration 24Q: 3 clusters Score -4578808 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4578840.000000 Penalty: 5204.896484
	Iteration 25Q: 3 clusters Score -4578840 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4578871.500000 Penalty: 5204.896484
	Iteration 26Q: 3 clusters Score -4578872 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4578893.500000 Penalty: 5204.896484
	Iteration 27Q: 3 clusters Score -4578894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4578904.500000 Penalty: 5204.896484
	Iteration 28Q: 3 clusters Score -4578904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4578922.500000 Penalty: 5204.896484
	Iteration 29Q: 3 clusters Score -4578922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4578927.000000 Penalty: 5204.896484
	Iteration 30Q: 3 clusters Score -4578927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4578924.500000 Penalty: 5204.896484
	Iteration 31Q: 3 clusters Score -4578924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4578925.500000 Penalty: 5204.896484
	Iteration 32Q: 3 clusters Score -4578926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4578926.000000 Penalty: 5204.896484
	Iteration 33Q: 3 clusters Score -4578926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4578923.500000 Penalty: 5204.896484
	Iteration 34Q: 3 clusters Score -4578924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4578921.000000 Penalty: 5204.896484
	Iteration 35Q: 3 clusters Score -4578921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4578934.000000 Penalty: 5204.896484
	Iteration 36Q: 3 clusters Score -4578934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4578934.500000 Penalty: 5204.896484
	Iteration 37Q: 3 clusters Score -4578934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4578935.500000 Penalty: 5204.896484
	Iteration 38Q: 3 clusters Score -4578936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4578929.500000 Penalty: 5204.896484
	Iteration 39Q: 3 clusters Score -4578930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4578931.500000 Penalty: 5204.896484
	Iteration 40F: 3 clusters Score -4578932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4578932.500000 Penalty: 5204.896484
	Iteration 41Q: 3 clusters Score -4578932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4578935.500000 Penalty: 5204.896484
	Iteration 42Q: 3 clusters Score -4578936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4578936.500000 Penalty: 5204.896484
	Iteration 43Q: 3 clusters Score -4578936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4578940.500000 Penalty: 5204.896484
	Iteration 44Q: 3 clusters Score -4578940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4578940.500000 Penalty: 5204.896484
	Iteration 45F: 3 clusters Score -4578940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Entering Unmasked Estep 
Score: -596460.687500 Penalty: 2113.006592
	Iteration 0F: 2 clusters Score -596460.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -591932.625000 Penalty: 4226.013184
	Iteration 0F: 3 clusters Score -591932.6 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -593130.500000 Penalty: 4226.013184
	Iteration 1F: 3 clusters Score -593130.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -593566.437500 Penalty: 4226.013184
	Iteration 2F: 3 clusters Score -593566.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -594073.625000 Penalty: 4226.013184
	Iteration 3F: 3 clusters Score -594073.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -594900.937500 Penalty: 4226.013184
	Iteration 4F: 3 clusters Score -594900.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -596006.687500 Penalty: 4226.013184
	Iteration 5F: 3 clusters Score -596006.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -596988.062500 Penalty: 4226.013184
	Iteration 6F: 3 clusters Score -596988.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -597583.875000 Penalty: 4226.013184
	Iteration 7F: 3 clusters Score -597583.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -597822.187500 Penalty: 4226.013184
	Iteration 8Q: 3 clusters Score -597822.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -597936.062500 Penalty: 4226.013184
	Iteration 9Q: 3 clusters Score -597936.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -598013.812500 Penalty: 4226.013184
	Iteration 10Q: 3 clusters Score -598013.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -598068.312500 Penalty: 4226.013184
	Iteration 11Q: 3 clusters Score -598068.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -598107.750000 Penalty: 4226.013184
	Iteration 12Q: 3 clusters Score -598107.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -598138.125000 Penalty: 4226.013184
	Iteration 13Q: 3 clusters Score -598138.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -598165.125000 Penalty: 4226.013184
	Iteration 14Q: 3 clusters Score -598165.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -598193.375000 Penalty: 4226.013184
	Iteration 15Q: 3 clusters Score -598193.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -598224.375000 Penalty: 4226.013184
	Iteration 16Q: 3 clusters Score -598224.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -598242.000000 Penalty: 4226.013184
	Iteration 17Q: 3 clusters Score -598242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -598251.937500 Penalty: 4226.013184
	Iteration 18Q: 3 clusters Score -598251.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -598261.937500 Penalty: 4226.013184
	Iteration 19Q: 3 clusters Score -598261.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -598270.187500 Penalty: 4226.013184
	Iteration 20F: 3 clusters Score -598270.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -598276.937500 Penalty: 4226.013184
	Iteration 21Q: 3 clusters Score -598276.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -598283.812500 Penalty: 4226.013184
	Iteration 22Q: 3 clusters Score -598283.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -598284.562500 Penalty: 4226.013184
	Iteration 23Q: 3 clusters Score -598284.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -598285.750000 Penalty: 4226.013184
	Iteration 24Q: 3 clusters Score -598285.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -598286.625000 Penalty: 4226.013184
	Iteration 25Q: 3 clusters Score -598286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -598286.812500 Penalty: 4226.013184
	Iteration 26Q: 3 clusters Score -598286.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -598286.812500 Penalty: 4226.013184
	Iteration 27F: 3 clusters Score -598286.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 71400 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 36089 members 
Mstep: Class 5 contains 2892 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 11 contains 1440 members 
Mstep: Class 12 contains 178502 members 
Mstep: Class 13 contains 178286 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 225040 members 
Mstep: Class 16 contains 7909 members 
Mstep: Class 17 contains 27854 members 
Mstep: Class 18 contains 49676 members 
Mstep: Class 19 contains 176285 members 
Entering Unmasked Estep 
Score: -119278712.000000 Penalty: 51261.089844
Splitting cluster 6 changes total score from -119270312.000000 to -119278712.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 11 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -133191.375000 Penalty: 1803.554810
	Iteration 0F: 2 clusters Score -133191.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -131138.265625 Penalty: 3607.109619
	Iteration 0F: 3 clusters Score -131138.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -133057.937500 Penalty: 3607.109619
	Iteration 1F: 3 clusters Score -133057.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -135325.890625 Penalty: 3607.109619
	Iteration 2F: 3 clusters Score -135325.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -136589.718750 Penalty: 3607.109619
	Iteration 3F: 3 clusters Score -136589.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -136959.859375 Penalty: 3607.109619
	Iteration 4Q: 3 clusters Score -136959.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -137055.000000 Penalty: 3607.109619
	Iteration 5Q: 3 clusters Score -137055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -137115.734375 Penalty: 3607.109619
	Iteration 6Q: 3 clusters Score -137115.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -137131.484375 Penalty: 3607.109619
	Iteration 7Q: 3 clusters Score -137131.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -137161.937500 Penalty: 3607.109619
	Iteration 8Q: 3 clusters Score -137161.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -137206.687500 Penalty: 3607.109619
	Iteration 9Q: 3 clusters Score -137206.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -137274.875000 Penalty: 3607.109619
	Iteration 10Q: 3 clusters Score -137274.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -137331.406250 Penalty: 3607.109619
	Iteration 11Q: 3 clusters Score -137331.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -137373.843750 Penalty: 3607.109619
	Iteration 12Q: 3 clusters Score -137373.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -137394.390625 Penalty: 3607.109619
	Iteration 13Q: 3 clusters Score -137394.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -137402.078125 Penalty: 3607.109619
	Iteration 14Q: 3 clusters Score -137402.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -137404.218750 Penalty: 3607.109619
	Iteration 15Q: 3 clusters Score -137404.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -137405.375000 Penalty: 3607.109619
	Iteration 16Q: 3 clusters Score -137405.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -137406.031250 Penalty: 3607.109619
	Iteration 17F: 3 clusters Score -137406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -137408.593750 Penalty: 3607.109619
	Iteration 18Q: 3 clusters Score -137408.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -137408.593750 Penalty: 3607.109619
	Iteration 19F: 3 clusters Score -137408.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 71400 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 36089 members 
Mstep: Class 5 contains 2892 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 833 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 178502 members 
Mstep: Class 13 contains 178286 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 225040 members 
Mstep: Class 16 contains 7909 members 
Mstep: Class 17 contains 27854 members 
Mstep: Class 18 contains 49676 members 
Mstep: Class 19 contains 176285 members 
Entering Unmasked Estep 
Score: -119281416.000000 Penalty: 54678.496094
Splitting cluster 11 changes total score from -119270312.000000 to -119281416.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 12 (178502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178502 members 
Entering Unmasked Estep 
Score: -22439016.000000 Penalty: 2998.904053
	Iteration 0F: 2 clusters Score -2.243902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89272 members 
Mstep: Class 2 contains 89230 members 
Entering Unmasked Estep 
Score: -22320808.000000 Penalty: 5997.808105
	Iteration 0F: 3 clusters Score -2.232081e+07 nChanged 85365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 87905 members 
Entering Unmasked Estep 
Score: -22370216.000000 Penalty: 5997.808105
	Iteration 1F: 3 clusters Score -2.237022e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90929 members 
Mstep: Class 2 contains 87573 members 
Entering Unmasked Estep 
Score: -22371178.000000 Penalty: 5997.808105
	Iteration 2Q: 3 clusters Score -2.237118e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91389 members 
Mstep: Class 2 contains 87113 members 
Entering Unmasked Estep 
Score: -22372654.000000 Penalty: 5997.808105
	Iteration 3Q: 3 clusters Score -2.237265e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91740 members 
Mstep: Class 2 contains 86762 members 
Entering Unmasked Estep 
Score: -22374104.000000 Penalty: 5997.808105
	Iteration 4Q: 3 clusters Score -2.23741e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92047 members 
Mstep: Class 2 contains 86455 members 
Entering Unmasked Estep 
Score: -22376548.000000 Penalty: 5997.808105
	Iteration 5Q: 3 clusters Score -2.237655e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92200 members 
Mstep: Class 2 contains 86302 members 
Entering Unmasked Estep 
Score: -22379592.000000 Penalty: 5997.808105
	Iteration 6Q: 3 clusters Score -2.237959e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91997 members 
Mstep: Class 2 contains 86505 members 
Entering Unmasked Estep 
Score: -22383956.000000 Penalty: 5997.808105
	Iteration 7Q: 3 clusters Score -2.238396e+07 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91101 members 
Mstep: Class 2 contains 87401 members 
Entering Unmasked Estep 
Score: -22390238.000000 Penalty: 5997.808105
	Iteration 8F: 3 clusters Score -2.239024e+07 nChanged 11934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89421 members 
Mstep: Class 2 contains 89081 members 
Entering Unmasked Estep 
Score: -22399000.000000 Penalty: 5997.808105
	Iteration 9F: 3 clusters Score -2.2399e+07 nChanged 12508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87173 members 
Mstep: Class 2 contains 91329 members 
Entering Unmasked Estep 
Score: -22408694.000000 Penalty: 5997.808105
	Iteration 10F: 3 clusters Score -2.240869e+07 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84981 members 
Mstep: Class 2 contains 93521 members 
Entering Unmasked Estep 
Score: -22415710.000000 Penalty: 5997.808105
	Iteration 11F: 3 clusters Score -2.241571e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83286 members 
Mstep: Class 2 contains 95216 members 
Entering Unmasked Estep 
Score: -22418972.000000 Penalty: 5997.808105
	Iteration 12Q: 3 clusters Score -2.241897e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81870 members 
Mstep: Class 2 contains 96632 members 
Entering Unmasked Estep 
Score: -22420544.000000 Penalty: 5997.808105
	Iteration 13Q: 3 clusters Score -2.242054e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80552 members 
Mstep: Class 2 contains 97950 members 
Entering Unmasked Estep 
Score: -22421362.000000 Penalty: 5997.808105
	Iteration 14Q: 3 clusters Score -2.242136e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79265 members 
Mstep: Class 2 contains 99237 members 
Entering Unmasked Estep 
Score: -22422044.000000 Penalty: 5997.808105
	Iteration 15Q: 3 clusters Score -2.242204e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78025 members 
Mstep: Class 2 contains 100477 members 
Entering Unmasked Estep 
Score: -22422436.000000 Penalty: 5997.808105
	Iteration 16Q: 3 clusters Score -2.242244e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76846 members 
Mstep: Class 2 contains 101656 members 
Entering Unmasked Estep 
Score: -22423008.000000 Penalty: 5997.808105
	Iteration 17Q: 3 clusters Score -2.242301e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75740 members 
Mstep: Class 2 contains 102762 members 
Entering Unmasked Estep 
Score: -22423338.000000 Penalty: 5997.808105
	Iteration 18Q: 3 clusters Score -2.242334e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74679 members 
Mstep: Class 2 contains 103823 members 
Entering Unmasked Estep 
Score: -22423676.000000 Penalty: 5997.808105
	Iteration 19Q: 3 clusters Score -2.242368e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73635 members 
Mstep: Class 2 contains 104867 members 
Entering Unmasked Estep 
Score: -22423990.000000 Penalty: 5997.808105
	Iteration 20F: 3 clusters Score -2.242399e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72621 members 
Mstep: Class 2 contains 105881 members 
Entering Unmasked Estep 
Score: -22424208.000000 Penalty: 5997.808105
	Iteration 21Q: 3 clusters Score -2.242421e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 106792 members 
Entering Unmasked Estep 
Score: -22424424.000000 Penalty: 5997.808105
	Iteration 22Q: 3 clusters Score -2.242442e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70780 members 
Mstep: Class 2 contains 107722 members 
Entering Unmasked Estep 
Score: -22424586.000000 Penalty: 5997.808105
	Iteration 23Q: 3 clusters Score -2.242459e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 108675 members 
Entering Unmasked Estep 
Score: -22424760.000000 Penalty: 5997.808105
	Iteration 24Q: 3 clusters Score -2.242476e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68873 members 
Mstep: Class 2 contains 109629 members 
Entering Unmasked Estep 
Score: -22424890.000000 Penalty: 5997.808105
	Iteration 25Q: 3 clusters Score -2.242489e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68012 members 
Mstep: Class 2 contains 110490 members 
Entering Unmasked Estep 
Score: -22425110.000000 Penalty: 5997.808105
	Iteration 26Q: 3 clusters Score -2.242511e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67102 members 
Mstep: Class 2 contains 111400 members 
Entering Unmasked Estep 
Score: -22425100.000000 Penalty: 5997.808105
	Iteration 27Q: 3 clusters Score -2.24251e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66195 members 
Mstep: Class 2 contains 112307 members 
Entering Unmasked Estep 
Score: -22425264.000000 Penalty: 5997.808105
	Iteration 28Q: 3 clusters Score -2.242526e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65264 members 
Mstep: Class 2 contains 113238 members 
Entering Unmasked Estep 
Score: -22425414.000000 Penalty: 5997.808105
	Iteration 29Q: 3 clusters Score -2.242541e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64339 members 
Mstep: Class 2 contains 114163 members 
Entering Unmasked Estep 
Score: -22425544.000000 Penalty: 5997.808105
	Iteration 30Q: 3 clusters Score -2.242554e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 115196 members 
Entering Unmasked Estep 
Score: -22425658.000000 Penalty: 5997.808105
	Iteration 31Q: 3 clusters Score -2.242566e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 116229 members 
Entering Unmasked Estep 
Score: -22425794.000000 Penalty: 5997.808105
	Iteration 32Q: 3 clusters Score -2.242579e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61198 members 
Mstep: Class 2 contains 117304 members 
Entering Unmasked Estep 
Score: -22425890.000000 Penalty: 5997.808105
	Iteration 33Q: 3 clusters Score -2.242589e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 118357 members 
Entering Unmasked Estep 
Score: -22425936.000000 Penalty: 5997.808105
	Iteration 34Q: 3 clusters Score -2.242594e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 119489 members 
Entering Unmasked Estep 
Score: -22426042.000000 Penalty: 5997.808105
	Iteration 35Q: 3 clusters Score -2.242604e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 120633 members 
Entering Unmasked Estep 
Score: -22426234.000000 Penalty: 5997.808105
	Iteration 36Q: 3 clusters Score -2.242623e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 121810 members 
Entering Unmasked Estep 
Score: -22426328.000000 Penalty: 5997.808105
	Iteration 37Q: 3 clusters Score -2.242633e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 123041 members 
Entering Unmasked Estep 
Score: -22426536.000000 Penalty: 5997.808105
	Iteration 38Q: 3 clusters Score -2.242654e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 124335 members 
Entering Unmasked Estep 
Score: -22426684.000000 Penalty: 5997.808105
	Iteration 39Q: 3 clusters Score -2.242668e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 125671 members 
Entering Unmasked Estep 
Score: -22426934.000000 Penalty: 5997.808105
	Iteration 40F: 3 clusters Score -2.242693e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Mstep: Class 2 contains 127077 members 
Entering Unmasked Estep 
Score: -22427098.000000 Penalty: 5997.808105
	Iteration 41Q: 3 clusters Score -2.24271e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 128562 members 
Entering Unmasked Estep 
Score: -22427276.000000 Penalty: 5997.808105
	Iteration 42Q: 3 clusters Score -2.242728e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Mstep: Class 2 contains 130191 members 
Entering Unmasked Estep 
Score: -22427394.000000 Penalty: 5997.808105
	Iteration 43Q: 3 clusters Score -2.242739e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 131808 members 
Entering Unmasked Estep 
Score: -22427630.000000 Penalty: 5997.808105
	Iteration 44Q: 3 clusters Score -2.242763e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 133375 members 
Entering Unmasked Estep 
Score: -22427892.000000 Penalty: 5997.808105
	Iteration 45Q: 3 clusters Score -2.242789e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 134923 members 
Entering Unmasked Estep 
Score: -22428250.000000 Penalty: 5997.808105
	Iteration 46Q: 3 clusters Score -2.242825e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 136501 members 
Entering Unmasked Estep 
Score: -22428460.000000 Penalty: 5997.808105
	Iteration 47Q: 3 clusters Score -2.242846e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 138098 members 
Entering Unmasked Estep 
Score: -22428676.000000 Penalty: 5997.808105
	Iteration 48Q: 3 clusters Score -2.242868e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 139769 members 
Entering Unmasked Estep 
Score: -22428906.000000 Penalty: 5997.808105
	Iteration 49Q: 3 clusters Score -2.242891e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 141458 members 
Entering Unmasked Estep 
Score: -22429262.000000 Penalty: 5997.808105
	Iteration 50Q: 3 clusters Score -2.242926e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 143186 members 
Entering Unmasked Estep 
Score: -22429508.000000 Penalty: 5997.808105
	Iteration 51Q: 3 clusters Score -2.242951e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 144923 members 
Entering Unmasked Estep 
Score: -22429950.000000 Penalty: 5997.808105
	Iteration 52Q: 3 clusters Score -2.242995e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 146645 members 
Entering Unmasked Estep 
Score: -22430352.000000 Penalty: 5997.808105
	Iteration 53Q: 3 clusters Score -2.243035e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 148412 members 
Entering Unmasked Estep 
Score: -22430744.000000 Penalty: 5997.808105
	Iteration 54Q: 3 clusters Score -2.243074e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 150166 members 
Entering Unmasked Estep 
Score: -22431274.000000 Penalty: 5997.808105
	Iteration 55Q: 3 clusters Score -2.243127e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 151927 members 
Entering Unmasked Estep 
Score: -22431826.000000 Penalty: 5997.808105
	Iteration 56Q: 3 clusters Score -2.243183e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 153646 members 
Entering Unmasked Estep 
Score: -22432358.000000 Penalty: 5997.808105
	Iteration 57Q: 3 clusters Score -2.243236e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 155331 members 
Entering Unmasked Estep 
Score: -22432760.000000 Penalty: 5997.808105
	Iteration 58Q: 3 clusters Score -2.243276e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 156909 members 
Entering Unmasked Estep 
Score: -22433198.000000 Penalty: 5997.808105
	Iteration 59Q: 3 clusters Score -2.24332e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 158450 members 
Entering Unmasked Estep 
Score: -22433698.000000 Penalty: 5997.808105
	Iteration 60F: 3 clusters Score -2.24337e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 160015 members 
Entering Unmasked Estep 
Score: -22434078.000000 Penalty: 5997.808105
	Iteration 61Q: 3 clusters Score -2.243408e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 161523 members 
Entering Unmasked Estep 
Score: -22434462.000000 Penalty: 5997.808105
	Iteration 62Q: 3 clusters Score -2.243446e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 162967 members 
Entering Unmasked Estep 
Score: -22434822.000000 Penalty: 5997.808105
	Iteration 63Q: 3 clusters Score -2.243482e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 164325 members 
Entering Unmasked Estep 
Score: -22435198.000000 Penalty: 5997.808105
	Iteration 64Q: 3 clusters Score -2.24352e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 165580 members 
Entering Unmasked Estep 
Score: -22435440.000000 Penalty: 5997.808105
	Iteration 65Q: 3 clusters Score -2.243544e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 166731 members 
Entering Unmasked Estep 
Score: -22435678.000000 Penalty: 5997.808105
	Iteration 66Q: 3 clusters Score -2.243568e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 167801 members 
Entering Unmasked Estep 
Score: -22435970.000000 Penalty: 5997.808105
	Iteration 67Q: 3 clusters Score -2.243597e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 168803 members 
Entering Unmasked Estep 
Score: -22436106.000000 Penalty: 5997.808105
	Iteration 68Q: 3 clusters Score -2.243611e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 169744 members 
Entering Unmasked Estep 
Score: -22436256.000000 Penalty: 5997.808105
	Iteration 69Q: 3 clusters Score -2.243626e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 170615 members 
Entering Unmasked Estep 
Score: -22436444.000000 Penalty: 5997.808105
	Iteration 70Q: 3 clusters Score -2.243644e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 171382 members 
Entering Unmasked Estep 
Score: -22436518.000000 Penalty: 5997.808105
	Iteration 71Q: 3 clusters Score -2.243652e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 172022 members 
Entering Unmasked Estep 
Score: -22436706.000000 Penalty: 5997.808105
	Iteration 72Q: 3 clusters Score -2.243671e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 172604 members 
Entering Unmasked Estep 
Score: -22436756.000000 Penalty: 5997.808105
	Iteration 73Q: 3 clusters Score -2.243676e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 173079 members 
Entering Unmasked Estep 
Score: -22436884.000000 Penalty: 5997.808105
	Iteration 74Q: 3 clusters Score -2.243688e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 173485 members 
Entering Unmasked Estep 
Score: -22436922.000000 Penalty: 5997.808105
	Iteration 75Q: 3 clusters Score -2.243692e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 173859 members 
Entering Unmasked Estep 
Score: -22436932.000000 Penalty: 5997.808105
	Iteration 76Q: 3 clusters Score -2.243693e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 174182 members 
Entering Unmasked Estep 
Score: -22436968.000000 Penalty: 5997.808105
	Iteration 77Q: 3 clusters Score -2.243697e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 174459 members 
Entering Unmasked Estep 
Score: -22437044.000000 Penalty: 5997.808105
	Iteration 78Q: 3 clusters Score -2.243704e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 174700 members 
Entering Unmasked Estep 
Score: -22437088.000000 Penalty: 5997.808105
	Iteration 79Q: 3 clusters Score -2.243709e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 174925 members 
Entering Unmasked Estep 
Score: -22437082.000000 Penalty: 5997.808105
	Iteration 80F: 3 clusters Score -2.243708e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 175132 members 
Entering Unmasked Estep 
Score: -22437062.000000 Penalty: 5997.808105
	Iteration 81Q: 3 clusters Score -2.243706e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 175316 members 
Entering Unmasked Estep 
Score: -22437106.000000 Penalty: 5997.808105
	Iteration 82Q: 3 clusters Score -2.243711e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 175473 members 
Entering Unmasked Estep 
Score: -22437078.000000 Penalty: 5997.808105
	Iteration 83Q: 3 clusters Score -2.243708e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 175618 members 
Entering Unmasked Estep 
Score: -22437082.000000 Penalty: 5997.808105
	Iteration 84Q: 3 clusters Score -2.243708e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 175747 members 
Entering Unmasked Estep 
Score: -22437092.000000 Penalty: 5997.808105
	Iteration 85Q: 3 clusters Score -2.243709e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 175850 members 
Entering Unmasked Estep 
Score: -22437096.000000 Penalty: 5997.808105
	Iteration 86Q: 3 clusters Score -2.24371e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 175953 members 
Entering Unmasked Estep 
Score: -22437120.000000 Penalty: 5997.808105
	Iteration 87Q: 3 clusters Score -2.243712e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 176034 members 
Entering Unmasked Estep 
Score: -22437158.000000 Penalty: 5997.808105
	Iteration 88Q: 3 clusters Score -2.243716e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 176109 members 
Entering Unmasked Estep 
Score: -22437208.000000 Penalty: 5997.808105
	Iteration 89Q: 3 clusters Score -2.243721e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 176176 members 
Entering Unmasked Estep 
Score: -22437190.000000 Penalty: 5997.808105
	Iteration 90Q: 3 clusters Score -2.243719e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 176237 members 
Entering Unmasked Estep 
Score: -22437170.000000 Penalty: 5997.808105
	Iteration 91Q: 3 clusters Score -2.243717e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 176288 members 
Entering Unmasked Estep 
Score: -22437172.000000 Penalty: 5997.808105
	Iteration 92Q: 3 clusters Score -2.243717e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 176324 members 
Entering Unmasked Estep 
Score: -22437196.000000 Penalty: 5997.808105
	Iteration 93Q: 3 clusters Score -2.24372e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 176356 members 
Entering Unmasked Estep 
Score: -22437210.000000 Penalty: 5997.808105
	Iteration 94Q: 3 clusters Score -2.243721e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 176392 members 
Entering Unmasked Estep 
Score: -22437226.000000 Penalty: 5997.808105
	Iteration 95Q: 3 clusters Score -2.243723e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 176418 members 
Entering Unmasked Estep 
Score: -22437220.000000 Penalty: 5997.808105
	Iteration 96Q: 3 clusters Score -2.243722e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 176446 members 
Entering Unmasked Estep 
Score: -22437198.000000 Penalty: 5997.808105
	Iteration 97Q: 3 clusters Score -2.24372e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 176478 members 
Entering Unmasked Estep 
Score: -22437218.000000 Penalty: 5997.808105
	Iteration 98Q: 3 clusters Score -2.243722e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 176500 members 
Entering Unmasked Estep 
Score: -22437220.000000 Penalty: 5997.808105
	Iteration 99Q: 3 clusters Score -2.243722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 176509 members 
Entering Unmasked Estep 
Score: -22437248.000000 Penalty: 5997.808105
	Iteration 100F: 3 clusters Score -2.243725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 176519 members 
Entering Unmasked Estep 
Score: -22437274.000000 Penalty: 5997.808105
	Iteration 101Q: 3 clusters Score -2.243727e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 176531 members 
Entering Unmasked Estep 
Score: -22437274.000000 Penalty: 5997.808105
	Iteration 102Q: 3 clusters Score -2.243727e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 176544 members 
Entering Unmasked Estep 
Score: -22437276.000000 Penalty: 5997.808105
	Iteration 103Q: 3 clusters Score -2.243728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 176553 members 
Entering Unmasked Estep 
Score: -22437268.000000 Penalty: 5997.808105
	Iteration 104Q: 3 clusters Score -2.243727e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 176563 members 
Entering Unmasked Estep 
Score: -22437278.000000 Penalty: 5997.808105
	Iteration 105Q: 3 clusters Score -2.243728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 176569 members 
Entering Unmasked Estep 
Score: -22437278.000000 Penalty: 5997.808105
	Iteration 106Q: 3 clusters Score -2.243728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 176573 members 
Entering Unmasked Estep 
Score: -22437274.000000 Penalty: 5997.808105
	Iteration 107Q: 3 clusters Score -2.243727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 176579 members 
Entering Unmasked Estep 
Score: -22437266.000000 Penalty: 5997.808105
	Iteration 108Q: 3 clusters Score -2.243727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 176581 members 
Entering Unmasked Estep 
Score: -22437280.000000 Penalty: 5997.808105
	Iteration 109Q: 3 clusters Score -2.243728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 176582 members 
Entering Unmasked Estep 
Score: -22437286.000000 Penalty: 5997.808105
	Iteration 110Q: 3 clusters Score -2.243729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 176583 members 
Entering Unmasked Estep 
Score: -22437280.000000 Penalty: 5997.808105
	Iteration 111Q: 3 clusters Score -2.243728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 176585 members 
Entering Unmasked Estep 
Score: -22437290.000000 Penalty: 5997.808105
	Iteration 112Q: 3 clusters Score -2.243729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 176592 members 
Entering Unmasked Estep 
Score: -22437274.000000 Penalty: 5997.808105
	Iteration 113Q: 3 clusters Score -2.243727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 176598 members 
Entering Unmasked Estep 
Score: -22437272.000000 Penalty: 5997.808105
	Iteration 114Q: 3 clusters Score -2.243727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 176601 members 
Entering Unmasked Estep 
Score: -22437286.000000 Penalty: 5997.808105
	Iteration 115Q: 3 clusters Score -2.243729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 176603 members 
Entering Unmasked Estep 
Score: -22437276.000000 Penalty: 5997.808105
	Iteration 116Q: 3 clusters Score -2.243728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 176607 members 
Entering Unmasked Estep 
Score: -22437282.000000 Penalty: 5997.808105
	Iteration 117Q: 3 clusters Score -2.243728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 176611 members 
Entering Unmasked Estep 
Score: -22437264.000000 Penalty: 5997.808105
	Iteration 118Q: 3 clusters Score -2.243726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 176613 members 
Entering Unmasked Estep 
Score: -22437266.000000 Penalty: 5997.808105
	Iteration 119Q: 3 clusters Score -2.243727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 176614 members 
Entering Unmasked Estep 
Score: -22437266.000000 Penalty: 5997.808105
	Iteration 120F: 3 clusters Score -2.243727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 176615 members 
Entering Unmasked Estep 
Score: -22437272.000000 Penalty: 5997.808105
	Iteration 121Q: 3 clusters Score -2.243727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 176617 members 
Entering Unmasked Estep 
Score: -22437262.000000 Penalty: 5997.808105
	Iteration 122Q: 3 clusters Score -2.243726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 176618 members 
Entering Unmasked Estep 
Score: -22437260.000000 Penalty: 5997.808105
	Iteration 123Q: 3 clusters Score -2.243726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 176618 members 
Entering Unmasked Estep 
Score: -22437260.000000 Penalty: 5997.808105
	Iteration 124F: 3 clusters Score -2.243726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (178286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178286 members 
Entering Unmasked Estep 
Score: -22464138.000000 Penalty: 2998.603760
	Iteration 0F: 2 clusters Score -2.246414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89079 members 
Mstep: Class 2 contains 89207 members 
Entering Unmasked Estep 
Score: -22346802.000000 Penalty: 5997.207520
	Iteration 0F: 3 clusters Score -2.23468e+07 nChanged 85522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86911 members 
Mstep: Class 2 contains 91375 members 
Entering Unmasked Estep 
Score: -22397682.000000 Penalty: 5997.207520
	Iteration 1F: 3 clusters Score -2.239768e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85445 members 
Mstep: Class 2 contains 92841 members 
Entering Unmasked Estep 
Score: -22399584.000000 Penalty: 5997.207520
	Iteration 2Q: 3 clusters Score -2.239958e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 95053 members 
Entering Unmasked Estep 
Score: -22402640.000000 Penalty: 5997.207520
	Iteration 3Q: 3 clusters Score -2.240264e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80026 members 
Mstep: Class 2 contains 98260 members 
Entering Unmasked Estep 
Score: -22406516.000000 Penalty: 5997.207520
	Iteration 4Q: 3 clusters Score -2.240652e+07 nChanged 10583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75649 members 
Mstep: Class 2 contains 102637 members 
Entering Unmasked Estep 
Score: -22412926.000000 Penalty: 5997.207520
	Iteration 5F: 3 clusters Score -2.241293e+07 nChanged 11895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70712 members 
Mstep: Class 2 contains 107574 members 
Entering Unmasked Estep 
Score: -22421444.000000 Penalty: 5997.207520
	Iteration 6F: 3 clusters Score -2.242144e+07 nChanged 12149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66007 members 
Mstep: Class 2 contains 112279 members 
Entering Unmasked Estep 
Score: -22430700.000000 Penalty: 5997.207520
	Iteration 7F: 3 clusters Score -2.24307e+07 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 115753 members 
Entering Unmasked Estep 
Score: -22437376.000000 Penalty: 5997.207520
	Iteration 8F: 3 clusters Score -2.243738e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59963 members 
Mstep: Class 2 contains 118323 members 
Entering Unmasked Estep 
Score: -22440350.000000 Penalty: 5997.207520
	Iteration 9Q: 3 clusters Score -2.244035e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57601 members 
Mstep: Class 2 contains 120685 members 
Entering Unmasked Estep 
Score: -22441696.000000 Penalty: 5997.207520
	Iteration 10Q: 3 clusters Score -2.24417e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 123181 members 
Entering Unmasked Estep 
Score: -22442380.000000 Penalty: 5997.207520
	Iteration 11Q: 3 clusters Score -2.244238e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 125654 members 
Entering Unmasked Estep 
Score: -22443070.000000 Penalty: 5997.207520
	Iteration 12Q: 3 clusters Score -2.244307e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 128226 members 
Entering Unmasked Estep 
Score: -22443950.000000 Penalty: 5997.207520
	Iteration 13Q: 3 clusters Score -2.244395e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 130909 members 
Entering Unmasked Estep 
Score: -22444792.000000 Penalty: 5997.207520
	Iteration 14Q: 3 clusters Score -2.244479e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 133631 members 
Entering Unmasked Estep 
Score: -22445498.000000 Penalty: 5997.207520
	Iteration 15Q: 3 clusters Score -2.24455e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 136452 members 
Entering Unmasked Estep 
Score: -22446356.000000 Penalty: 5997.207520
	Iteration 16Q: 3 clusters Score -2.244636e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 139391 members 
Entering Unmasked Estep 
Score: -22447298.000000 Penalty: 5997.207520
	Iteration 17Q: 3 clusters Score -2.24473e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 142389 members 
Entering Unmasked Estep 
Score: -22448338.000000 Penalty: 5997.207520
	Iteration 18Q: 3 clusters Score -2.244834e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 145457 members 
Entering Unmasked Estep 
Score: -22449310.000000 Penalty: 5997.207520
	Iteration 19Q: 3 clusters Score -2.244931e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 148555 members 
Entering Unmasked Estep 
Score: -22450514.000000 Penalty: 5997.207520
	Iteration 20F: 3 clusters Score -2.245051e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 151610 members 
Entering Unmasked Estep 
Score: -22451756.000000 Penalty: 5997.207520
	Iteration 21Q: 3 clusters Score -2.245176e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 154661 members 
Entering Unmasked Estep 
Score: -22453020.000000 Penalty: 5997.207520
	Iteration 22Q: 3 clusters Score -2.245302e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 157640 members 
Entering Unmasked Estep 
Score: -22454454.000000 Penalty: 5997.207520
	Iteration 23Q: 3 clusters Score -2.245445e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 160383 members 
Entering Unmasked Estep 
Score: -22455656.000000 Penalty: 5997.207520
	Iteration 24Q: 3 clusters Score -2.245566e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 163018 members 
Entering Unmasked Estep 
Score: -22456988.000000 Penalty: 5997.207520
	Iteration 25Q: 3 clusters Score -2.245699e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 165390 members 
Entering Unmasked Estep 
Score: -22458018.000000 Penalty: 5997.207520
	Iteration 26Q: 3 clusters Score -2.245802e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 167458 members 
Entering Unmasked Estep 
Score: -22459012.000000 Penalty: 5997.207520
	Iteration 27Q: 3 clusters Score -2.245901e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 169182 members 
Entering Unmasked Estep 
Score: -22459694.000000 Penalty: 5997.207520
	Iteration 28Q: 3 clusters Score -2.245969e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 170643 members 
Entering Unmasked Estep 
Score: -22460288.000000 Penalty: 5997.207520
	Iteration 29Q: 3 clusters Score -2.246029e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 171847 members 
Entering Unmasked Estep 
Score: -22460722.000000 Penalty: 5997.207520
	Iteration 30Q: 3 clusters Score -2.246072e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 172824 members 
Entering Unmasked Estep 
Score: -22461110.000000 Penalty: 5997.207520
	Iteration 31Q: 3 clusters Score -2.246111e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 173616 members 
Entering Unmasked Estep 
Score: -22461364.000000 Penalty: 5997.207520
	Iteration 32Q: 3 clusters Score -2.246136e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 174245 members 
Entering Unmasked Estep 
Score: -22461620.000000 Penalty: 5997.207520
	Iteration 33Q: 3 clusters Score -2.246162e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 174734 members 
Entering Unmasked Estep 
Score: -22461730.000000 Penalty: 5997.207520
	Iteration 34Q: 3 clusters Score -2.246173e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 175111 members 
Entering Unmasked Estep 
Score: -22461758.000000 Penalty: 5997.207520
	Iteration 35Q: 3 clusters Score -2.246176e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 175423 members 
Entering Unmasked Estep 
Score: -22461886.000000 Penalty: 5997.207520
	Iteration 36Q: 3 clusters Score -2.246189e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 175683 members 
Entering Unmasked Estep 
Score: -22461988.000000 Penalty: 5997.207520
	Iteration 37Q: 3 clusters Score -2.246199e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 175874 members 
Entering Unmasked Estep 
Score: -22462030.000000 Penalty: 5997.207520
	Iteration 38Q: 3 clusters Score -2.246203e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 176033 members 
Entering Unmasked Estep 
Score: -22462074.000000 Penalty: 5997.207520
	Iteration 39Q: 3 clusters Score -2.246207e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 176160 members 
Entering Unmasked Estep 
Score: -22462102.000000 Penalty: 5997.207520
	Iteration 40F: 3 clusters Score -2.24621e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 176261 members 
Entering Unmasked Estep 
Score: -22462134.000000 Penalty: 5997.207520
	Iteration 41Q: 3 clusters Score -2.246213e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 176351 members 
Entering Unmasked Estep 
Score: -22462188.000000 Penalty: 5997.207520
	Iteration 42Q: 3 clusters Score -2.246219e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 176439 members 
Entering Unmasked Estep 
Score: -22462204.000000 Penalty: 5997.207520
	Iteration 43Q: 3 clusters Score -2.24622e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 176504 members 
Entering Unmasked Estep 
Score: -22462214.000000 Penalty: 5997.207520
	Iteration 44Q: 3 clusters Score -2.246221e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 176559 members 
Entering Unmasked Estep 
Score: -22462212.000000 Penalty: 5997.207520
	Iteration 45Q: 3 clusters Score -2.246221e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 176606 members 
Entering Unmasked Estep 
Score: -22462210.000000 Penalty: 5997.207520
	Iteration 46Q: 3 clusters Score -2.246221e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 176638 members 
Entering Unmasked Estep 
Score: -22462200.000000 Penalty: 5997.207520
	Iteration 47Q: 3 clusters Score -2.24622e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 176667 members 
Entering Unmasked Estep 
Score: -22462202.000000 Penalty: 5997.207520
	Iteration 48Q: 3 clusters Score -2.24622e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 176688 members 
Entering Unmasked Estep 
Score: -22462196.000000 Penalty: 5997.207520
	Iteration 49Q: 3 clusters Score -2.24622e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 176708 members 
Entering Unmasked Estep 
Score: -22462198.000000 Penalty: 5997.207520
	Iteration 50Q: 3 clusters Score -2.24622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 176726 members 
Entering Unmasked Estep 
Score: -22462202.000000 Penalty: 5997.207520
	Iteration 51Q: 3 clusters Score -2.24622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 176744 members 
Entering Unmasked Estep 
Score: -22462192.000000 Penalty: 5997.207520
	Iteration 52Q: 3 clusters Score -2.246219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 176761 members 
Entering Unmasked Estep 
Score: -22462200.000000 Penalty: 5997.207520
	Iteration 53Q: 3 clusters Score -2.24622e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 176780 members 
Entering Unmasked Estep 
Score: -22462222.000000 Penalty: 5997.207520
	Iteration 54Q: 3 clusters Score -2.246222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 176795 members 
Entering Unmasked Estep 
Score: -22462236.000000 Penalty: 5997.207520
	Iteration 55Q: 3 clusters Score -2.246224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 176812 members 
Entering Unmasked Estep 
Score: -22462248.000000 Penalty: 5997.207520
	Iteration 56Q: 3 clusters Score -2.246225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 176822 members 
Entering Unmasked Estep 
Score: -22462230.000000 Penalty: 5997.207520
	Iteration 57Q: 3 clusters Score -2.246223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 176830 members 
Entering Unmasked Estep 
Score: -22462220.000000 Penalty: 5997.207520
	Iteration 58Q: 3 clusters Score -2.246222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 176834 members 
Entering Unmasked Estep 
Score: -22462226.000000 Penalty: 5997.207520
	Iteration 59Q: 3 clusters Score -2.246223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 176839 members 
Entering Unmasked Estep 
Score: -22462234.000000 Penalty: 5997.207520
	Iteration 60F: 3 clusters Score -2.246223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 176844 members 
Entering Unmasked Estep 
Score: -22462232.000000 Penalty: 5997.207520
	Iteration 61Q: 3 clusters Score -2.246223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 176851 members 
Entering Unmasked Estep 
Score: -22462232.000000 Penalty: 5997.207520
	Iteration 62Q: 3 clusters Score -2.246223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 176856 members 
Entering Unmasked Estep 
Score: -22462246.000000 Penalty: 5997.207520
	Iteration 63Q: 3 clusters Score -2.246225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 176863 members 
Entering Unmasked Estep 
Score: -22462246.000000 Penalty: 5997.207520
	Iteration 64Q: 3 clusters Score -2.246225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 176865 members 
Entering Unmasked Estep 
Score: -22462250.000000 Penalty: 5997.207520
	Iteration 65Q: 3 clusters Score -2.246225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 176867 members 
Entering Unmasked Estep 
Score: -22462258.000000 Penalty: 5997.207520
	Iteration 66Q: 3 clusters Score -2.246226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 176870 members 
Entering Unmasked Estep 
Score: -22462260.000000 Penalty: 5997.207520
	Iteration 67Q: 3 clusters Score -2.246226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 176874 members 
Entering Unmasked Estep 
Score: -22462244.000000 Penalty: 5997.207520
	Iteration 68Q: 3 clusters Score -2.246224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 176879 members 
Entering Unmasked Estep 
Score: -22462250.000000 Penalty: 5997.207520
	Iteration 69Q: 3 clusters Score -2.246225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 176883 members 
Entering Unmasked Estep 
Score: -22462258.000000 Penalty: 5997.207520
	Iteration 70Q: 3 clusters Score -2.246226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 176885 members 
Entering Unmasked Estep 
Score: -22462270.000000 Penalty: 5997.207520
	Iteration 71Q: 3 clusters Score -2.246227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 176886 members 
Entering Unmasked Estep 
Score: -22462260.000000 Penalty: 5997.207520
	Iteration 72Q: 3 clusters Score -2.246226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 176886 members 
Entering Unmasked Estep 
Score: -22462260.000000 Penalty: 5997.207520
	Iteration 73F: 3 clusters Score -2.246226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Entering Unmasked Estep 
Score: -138692.468750 Penalty: 1814.833374
	Iteration 0F: 2 clusters Score -138692.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -136653.937500 Penalty: 3629.666748
	Iteration 0F: 3 clusters Score -136653.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -138679.046875 Penalty: 3629.666748
	Iteration 1F: 3 clusters Score -138679 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -140270.140625 Penalty: 3629.666748
	Iteration 2F: 3 clusters Score -140270.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -141270.640625 Penalty: 3629.666748
	Iteration 3F: 3 clusters Score -141270.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -141973.625000 Penalty: 3629.666748
	Iteration 4Q: 3 clusters Score -141973.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -142240.140625 Penalty: 3629.666748
	Iteration 5Q: 3 clusters Score -142240.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -142346.593750 Penalty: 3629.666748
	Iteration 6Q: 3 clusters Score -142346.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -142454.031250 Penalty: 3629.666748
	Iteration 7Q: 3 clusters Score -142454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -142509.703125 Penalty: 3629.666748
	Iteration 8Q: 3 clusters Score -142509.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -142524.328125 Penalty: 3629.666748
	Iteration 9Q: 3 clusters Score -142524.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -142532.609375 Penalty: 3629.666748
	Iteration 10Q: 3 clusters Score -142532.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -142543.500000 Penalty: 3629.666748
	Iteration 11Q: 3 clusters Score -142543.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -142555.500000 Penalty: 3629.666748
	Iteration 12Q: 3 clusters Score -142555.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -142567.921875 Penalty: 3629.666748
	Iteration 13Q: 3 clusters Score -142567.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -142579.562500 Penalty: 3629.666748
	Iteration 14Q: 3 clusters Score -142579.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -142590.250000 Penalty: 3629.666748
	Iteration 15Q: 3 clusters Score -142590.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -142602.843750 Penalty: 3629.666748
	Iteration 16Q: 3 clusters Score -142602.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -142614.265625 Penalty: 3629.666748
	Iteration 17Q: 3 clusters Score -142614.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -142629.921875 Penalty: 3629.666748
	Iteration 18Q: 3 clusters Score -142629.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -142643.218750 Penalty: 3629.666748
	Iteration 19Q: 3 clusters Score -142643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -142668.703125 Penalty: 3629.666748
	Iteration 20F: 3 clusters Score -142668.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -142772.843750 Penalty: 3629.666748
	Iteration 21Q: 3 clusters Score -142772.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -142942.828125 Penalty: 3629.666748
	Iteration 22Q: 3 clusters Score -142942.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -143000.593750 Penalty: 3629.666748
	Iteration 23Q: 3 clusters Score -143000.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -143005.500000 Penalty: 3629.666748
	Iteration 24Q: 3 clusters Score -143005.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -143005.500000 Penalty: 3629.666748
	Iteration 25F: 3 clusters Score -143005.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 71400 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 36089 members 
Mstep: Class 5 contains 2892 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 833 members 
Mstep: Class 8 contains 687 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 178502 members 
Mstep: Class 13 contains 178286 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 225040 members 
Mstep: Class 16 contains 7909 members 
Mstep: Class 17 contains 27854 members 
Mstep: Class 18 contains 49676 members 
Mstep: Class 19 contains 176285 members 
Entering Unmasked Estep 
Score: -119284176.000000 Penalty: 58095.902344
Splitting cluster 14 changes total score from -119270312.000000 to -119284176.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 15 (225040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225040 members 
Entering Unmasked Estep 
Score: -28287294.000000 Penalty: 3056.360352
	Iteration 0F: 2 clusters Score -2.828729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112690 members 
Mstep: Class 2 contains 112350 members 
Entering Unmasked Estep 
Score: -28141302.000000 Penalty: 6112.720703
	Iteration 0F: 3 clusters Score -2.81413e+07 nChanged 108413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116949 members 
Mstep: Class 2 contains 108091 members 
Entering Unmasked Estep 
Score: -28203654.000000 Penalty: 6112.720703
	Iteration 1F: 3 clusters Score -2.820365e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119446 members 
Mstep: Class 2 contains 105594 members 
Entering Unmasked Estep 
Score: -28204524.000000 Penalty: 6112.720703
	Iteration 2Q: 3 clusters Score -2.820452e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123209 members 
Mstep: Class 2 contains 101831 members 
Entering Unmasked Estep 
Score: -28205826.000000 Penalty: 6112.720703
	Iteration 3Q: 3 clusters Score -2.820583e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128971 members 
Mstep: Class 2 contains 96069 members 
Entering Unmasked Estep 
Score: -28207668.000000 Penalty: 6112.720703
	Iteration 4Q: 3 clusters Score -2.820767e+07 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137944 members 
Mstep: Class 2 contains 87096 members 
Entering Unmasked Estep 
Score: -28211542.000000 Penalty: 6112.720703
	Iteration 5Q: 3 clusters Score -2.821154e+07 nChanged 13471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151307 members 
Mstep: Class 2 contains 73733 members 
Entering Unmasked Estep 
Score: -28219674.000000 Penalty: 6112.720703
	Iteration 6F: 3 clusters Score -2.821967e+07 nChanged 18510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169801 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -28233620.000000 Penalty: 6112.720703
	Iteration 7F: 3 clusters Score -2.823362e+07 nChanged 21536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191329 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -28253366.000000 Penalty: 6112.720703
	Iteration 8F: 3 clusters Score -2.825337e+07 nChanged 18258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209585 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -28270546.000000 Penalty: 6112.720703
	Iteration 9F: 3 clusters Score -2.827055e+07 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219569 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -28279644.000000 Penalty: 6112.720703
	Iteration 10Q: 3 clusters Score -2.827964e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223161 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -28282840.000000 Penalty: 6112.720703
	Iteration 11Q: 3 clusters Score -2.828284e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224169 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -28283774.000000 Penalty: 6112.720703
	Iteration 12Q: 3 clusters Score -2.828377e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224471 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -28284172.000000 Penalty: 6112.720703
	Iteration 13Q: 3 clusters Score -2.828417e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224560 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -28284262.000000 Penalty: 6112.720703
	Iteration 14Q: 3 clusters Score -2.828426e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224611 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -28284382.000000 Penalty: 6112.720703
	Iteration 15Q: 3 clusters Score -2.828438e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224624 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -28284396.000000 Penalty: 6112.720703
	Iteration 16Q: 3 clusters Score -2.82844e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224633 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -28284416.000000 Penalty: 6112.720703
	Iteration 17Q: 3 clusters Score -2.828442e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224642 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -28284420.000000 Penalty: 6112.720703
	Iteration 18Q: 3 clusters Score -2.828442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224653 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -28284444.000000 Penalty: 6112.720703
	Iteration 19Q: 3 clusters Score -2.828444e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224660 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -28284482.000000 Penalty: 6112.720703
	Iteration 20F: 3 clusters Score -2.828448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224665 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -28284500.000000 Penalty: 6112.720703
	Iteration 21Q: 3 clusters Score -2.82845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224668 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -28284534.000000 Penalty: 6112.720703
	Iteration 22Q: 3 clusters Score -2.828453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224674 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -28284518.000000 Penalty: 6112.720703
	Iteration 23Q: 3 clusters Score -2.828452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224675 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -28284524.000000 Penalty: 6112.720703
	Iteration 24Q: 3 clusters Score -2.828452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224677 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -28284520.000000 Penalty: 6112.720703
	Iteration 25Q: 3 clusters Score -2.828452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224676 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -28284532.000000 Penalty: 6112.720703
	Iteration 26Q: 3 clusters Score -2.828453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224676 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -28284536.000000 Penalty: 6112.720703
	Iteration 27Q: 3 clusters Score -2.828454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224673 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -28284518.000000 Penalty: 6112.720703
	Iteration 28Q: 3 clusters Score -2.828452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224673 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -28284530.000000 Penalty: 6112.720703
	Iteration 29Q: 3 clusters Score -2.828453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224676 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -28284532.000000 Penalty: 6112.720703
	Iteration 30Q: 3 clusters Score -2.828453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224677 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -28284554.000000 Penalty: 6112.720703
	Iteration 31Q: 3 clusters Score -2.828455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224678 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -28284568.000000 Penalty: 6112.720703
	Iteration 32Q: 3 clusters Score -2.828457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224678 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -28284562.000000 Penalty: 6112.720703
	Iteration 33Q: 3 clusters Score -2.828456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224678 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -28284552.000000 Penalty: 6112.720703
	Iteration 34Q: 3 clusters Score -2.828455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224677 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -28284564.000000 Penalty: 6112.720703
	Iteration 35Q: 3 clusters Score -2.828456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224674 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -28284574.000000 Penalty: 6112.720703
	Iteration 36Q: 3 clusters Score -2.828457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224679 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -28284574.000000 Penalty: 6112.720703
	Iteration 37Q: 3 clusters Score -2.828457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224677 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -28284568.000000 Penalty: 6112.720703
	Iteration 38Q: 3 clusters Score -2.828457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224677 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -28284566.000000 Penalty: 6112.720703
	Iteration 39Q: 3 clusters Score -2.828457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224678 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -28284560.000000 Penalty: 6112.720703
	Iteration 40F: 3 clusters Score -2.828456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224679 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -28284568.000000 Penalty: 6112.720703
	Iteration 41Q: 3 clusters Score -2.828457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224679 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -28284568.000000 Penalty: 6112.720703
	Iteration 42F: 3 clusters Score -2.828457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Entering Unmasked Estep 
Score: -952828.687500 Penalty: 2225.987549
	Iteration 0F: 2 clusters Score -952828.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -946491.312500 Penalty: 4451.975098
	Iteration 0F: 3 clusters Score -946491.3 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -948203.500000 Penalty: 4451.975098
	Iteration 1F: 3 clusters Score -948203.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -948472.875000 Penalty: 4451.975098
	Iteration 2F: 3 clusters Score -948472.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -948708.625000 Penalty: 4451.975098
	Iteration 3F: 3 clusters Score -948708.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -949087.750000 Penalty: 4451.975098
	Iteration 4Q: 3 clusters Score -949087.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -949526.187500 Penalty: 4451.975098
	Iteration 5F: 3 clusters Score -949526.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -949982.750000 Penalty: 4451.975098
	Iteration 6F: 3 clusters Score -949982.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -950410.750000 Penalty: 4451.975098
	Iteration 7F: 3 clusters Score -950410.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -950831.625000 Penalty: 4451.975098
	Iteration 8F: 3 clusters Score -950831.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -951209.062500 Penalty: 4451.975098
	Iteration 9F: 3 clusters Score -951209.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -951456.875000 Penalty: 4451.975098
	Iteration 10Q: 3 clusters Score -951456.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -951593.937500 Penalty: 4451.975098
	Iteration 11Q: 3 clusters Score -951593.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -951674.562500 Penalty: 4451.975098
	Iteration 12Q: 3 clusters Score -951674.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -951722.437500 Penalty: 4451.975098
	Iteration 13Q: 3 clusters Score -951722.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -951758.812500 Penalty: 4451.975098
	Iteration 14Q: 3 clusters Score -951758.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -951780.562500 Penalty: 4451.975098
	Iteration 15Q: 3 clusters Score -951780.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -951800.937500 Penalty: 4451.975098
	Iteration 16Q: 3 clusters Score -951800.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -951813.937500 Penalty: 4451.975098
	Iteration 17Q: 3 clusters Score -951813.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -951824.937500 Penalty: 4451.975098
	Iteration 18Q: 3 clusters Score -951824.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -951832.250000 Penalty: 4451.975098
	Iteration 19Q: 3 clusters Score -951832.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -951835.937500 Penalty: 4451.975098
	Iteration 20F: 3 clusters Score -951835.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -951838.937500 Penalty: 4451.975098
	Iteration 21Q: 3 clusters Score -951838.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -951843.312500 Penalty: 4451.975098
	Iteration 22Q: 3 clusters Score -951843.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -951845.937500 Penalty: 4451.975098
	Iteration 23Q: 3 clusters Score -951845.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -951846.562500 Penalty: 4451.975098
	Iteration 24Q: 3 clusters Score -951846.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -951846.562500 Penalty: 4451.975098
	Iteration 25F: 3 clusters Score -951846.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Entering Unmasked Estep 
Score: -3551272.500000 Penalty: 2538.213379
	Iteration 0F: 2 clusters Score -3551272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3532006.500000 Penalty: 5076.426758
	Iteration 0F: 3 clusters Score -3532006 nChanged 12592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3538904.500000 Penalty: 5076.426758
	Iteration 1F: 3 clusters Score -3538904 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3539470.250000 Penalty: 5076.426758
	Iteration 2Q: 3 clusters Score -3539470 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -3540007.750000 Penalty: 5076.426758
	Iteration 3Q: 3 clusters Score -3540008 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -3540632.250000 Penalty: 5076.426758
	Iteration 4Q: 3 clusters Score -3540632 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -3541322.750000 Penalty: 5076.426758
	Iteration 5F: 3 clusters Score -3541323 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -3542205.500000 Penalty: 5076.426758
	Iteration 6F: 3 clusters Score -3542206 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -3543394.250000 Penalty: 5076.426758
	Iteration 7F: 3 clusters Score -3543394 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3544926.000000 Penalty: 5076.426758
	Iteration 8F: 3 clusters Score -3544926 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -3546464.000000 Penalty: 5076.426758
	Iteration 9F: 3 clusters Score -3546464 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -3547377.500000 Penalty: 5076.426758
	Iteration 10Q: 3 clusters Score -3547378 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -3547786.750000 Penalty: 5076.426758
	Iteration 11Q: 3 clusters Score -3547787 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -3547989.250000 Penalty: 5076.426758
	Iteration 12Q: 3 clusters Score -3547989 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -3548126.500000 Penalty: 5076.426758
	Iteration 13Q: 3 clusters Score -3548126 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -3548223.750000 Penalty: 5076.426758
	Iteration 14Q: 3 clusters Score -3548224 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -3548301.500000 Penalty: 5076.426758
	Iteration 15Q: 3 clusters Score -3548302 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -3548366.000000 Penalty: 5076.426758
	Iteration 16Q: 3 clusters Score -3548366 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -3548398.750000 Penalty: 5076.426758
	Iteration 17Q: 3 clusters Score -3548399 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -3548439.500000 Penalty: 5076.426758
	Iteration 18Q: 3 clusters Score -3548440 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3548469.000000 Penalty: 5076.426758
	Iteration 19Q: 3 clusters Score -3548469 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3548501.500000 Penalty: 5076.426758
	Iteration 20F: 3 clusters Score -3548502 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -3548554.500000 Penalty: 5076.426758
	Iteration 21Q: 3 clusters Score -3548554 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -3548600.250000 Penalty: 5076.426758
	Iteration 22Q: 3 clusters Score -3548600 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3548652.750000 Penalty: 5076.426758
	Iteration 23Q: 3 clusters Score -3548653 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3548672.750000 Penalty: 5076.426758
	Iteration 24Q: 3 clusters Score -3548673 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3548726.000000 Penalty: 5076.426758
	Iteration 25Q: 3 clusters Score -3548726 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3548759.250000 Penalty: 5076.426758
	Iteration 26Q: 3 clusters Score -3548759 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3548800.250000 Penalty: 5076.426758
	Iteration 27Q: 3 clusters Score -3548800 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3548822.750000 Penalty: 5076.426758
	Iteration 28Q: 3 clusters Score -3548823 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3548851.500000 Penalty: 5076.426758
	Iteration 29Q: 3 clusters Score -3548852 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -3548875.000000 Penalty: 5076.426758
	Iteration 30Q: 3 clusters Score -3548875 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3548899.750000 Penalty: 5076.426758
	Iteration 31Q: 3 clusters Score -3548900 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3548921.000000 Penalty: 5076.426758
	Iteration 32Q: 3 clusters Score -3548921 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3548935.250000 Penalty: 5076.426758
	Iteration 33Q: 3 clusters Score -3548935 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3548950.500000 Penalty: 5076.426758
	Iteration 34Q: 3 clusters Score -3548950 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3548960.000000 Penalty: 5076.426758
	Iteration 35Q: 3 clusters Score -3548960 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3548971.500000 Penalty: 5076.426758
	Iteration 36Q: 3 clusters Score -3548972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3548989.750000 Penalty: 5076.426758
	Iteration 37Q: 3 clusters Score -3548990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3548997.750000 Penalty: 5076.426758
	Iteration 38Q: 3 clusters Score -3548998 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3549001.500000 Penalty: 5076.426758
	Iteration 39Q: 3 clusters Score -3549002 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3549019.250000 Penalty: 5076.426758
	Iteration 40F: 3 clusters Score -3549019 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3549030.000000 Penalty: 5076.426758
	Iteration 41Q: 3 clusters Score -3549030 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3549059.750000 Penalty: 5076.426758
	Iteration 42Q: 3 clusters Score -3549060 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3549094.250000 Penalty: 5076.426758
	Iteration 43Q: 3 clusters Score -3549094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3549097.000000 Penalty: 5076.426758
	Iteration 44Q: 3 clusters Score -3549097 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3549103.000000 Penalty: 5076.426758
	Iteration 45Q: 3 clusters Score -3549103 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3549125.000000 Penalty: 5076.426758
	Iteration 46Q: 3 clusters Score -3549125 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3549149.000000 Penalty: 5076.426758
	Iteration 47Q: 3 clusters Score -3549149 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3549175.500000 Penalty: 5076.426758
	Iteration 48Q: 3 clusters Score -3549176 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3549197.000000 Penalty: 5076.426758
	Iteration 49Q: 3 clusters Score -3549197 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3549220.500000 Penalty: 5076.426758
	Iteration 50Q: 3 clusters Score -3549220 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3549235.000000 Penalty: 5076.426758
	Iteration 51Q: 3 clusters Score -3549235 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3549244.750000 Penalty: 5076.426758
	Iteration 52Q: 3 clusters Score -3549245 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3549260.250000 Penalty: 5076.426758
	Iteration 53Q: 3 clusters Score -3549260 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3549290.250000 Penalty: 5076.426758
	Iteration 54Q: 3 clusters Score -3549290 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3549306.500000 Penalty: 5076.426758
	Iteration 55Q: 3 clusters Score -3549306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3549326.000000 Penalty: 5076.426758
	Iteration 56Q: 3 clusters Score -3549326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3549341.500000 Penalty: 5076.426758
	Iteration 57Q: 3 clusters Score -3549342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3549360.750000 Penalty: 5076.426758
	Iteration 58Q: 3 clusters Score -3549361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3549369.250000 Penalty: 5076.426758
	Iteration 59Q: 3 clusters Score -3549369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3549375.250000 Penalty: 5076.426758
	Iteration 60F: 3 clusters Score -3549375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3549373.750000 Penalty: 5076.426758
	Iteration 61Q: 3 clusters Score -3549374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3549377.000000 Penalty: 5076.426758
	Iteration 62Q: 3 clusters Score -3549377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3549380.750000 Penalty: 5076.426758
	Iteration 63Q: 3 clusters Score -3549381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3549385.250000 Penalty: 5076.426758
	Iteration 64Q: 3 clusters Score -3549385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3549386.000000 Penalty: 5076.426758
	Iteration 65Q: 3 clusters Score -3549386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3549394.750000 Penalty: 5076.426758
	Iteration 66Q: 3 clusters Score -3549395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3549397.500000 Penalty: 5076.426758
	Iteration 67Q: 3 clusters Score -3549398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3549403.250000 Penalty: 5076.426758
	Iteration 68Q: 3 clusters Score -3549403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3549400.750000 Penalty: 5076.426758
	Iteration 69Q: 3 clusters Score -3549401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3549402.750000 Penalty: 5076.426758
	Iteration 70Q: 3 clusters Score -3549403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3549405.250000 Penalty: 5076.426758
	Iteration 71Q: 3 clusters Score -3549405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3549405.750000 Penalty: 5076.426758
	Iteration 72Q: 3 clusters Score -3549406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3549405.750000 Penalty: 5076.426758
	Iteration 73Q: 3 clusters Score -3549406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3549411.250000 Penalty: 5076.426758
	Iteration 74Q: 3 clusters Score -3549411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3549410.500000 Penalty: 5076.426758
	Iteration 75Q: 3 clusters Score -3549410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3549413.500000 Penalty: 5076.426758
	Iteration 76Q: 3 clusters Score -3549414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3549412.500000 Penalty: 5076.426758
	Iteration 77Q: 3 clusters Score -3549412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3549415.500000 Penalty: 5076.426758
	Iteration 78Q: 3 clusters Score -3549416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3549412.250000 Penalty: 5076.426758
	Iteration 79Q: 3 clusters Score -3549412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3549416.000000 Penalty: 5076.426758
	Iteration 80F: 3 clusters Score -3549416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3549418.000000 Penalty: 5076.426758
	Iteration 81Q: 3 clusters Score -3549418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3549420.500000 Penalty: 5076.426758
	Iteration 82Q: 3 clusters Score -3549420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3549420.250000 Penalty: 5076.426758
	Iteration 83Q: 3 clusters Score -3549420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3549419.500000 Penalty: 5076.426758
	Iteration 84Q: 3 clusters Score -3549420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3549419.500000 Penalty: 5076.426758
	Iteration 85F: 3 clusters Score -3549420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Entering Unmasked Estep 
Score: -6287542.500000 Penalty: 2681.692871
	Iteration 0F: 2 clusters Score -6287542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -6254212.000000 Penalty: 5363.385742
	Iteration 0F: 3 clusters Score -6254212 nChanged 22858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -6266792.500000 Penalty: 5363.385742
	Iteration 1F: 3 clusters Score -6266792 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -6267551.000000 Penalty: 5363.385742
	Iteration 2Q: 3 clusters Score -6267551 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -6268606.500000 Penalty: 5363.385742
	Iteration 3Q: 3 clusters Score -6268606 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -6270323.000000 Penalty: 5363.385742
	Iteration 4F: 3 clusters Score -6270323 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -6272465.000000 Penalty: 5363.385742
	Iteration 5F: 3 clusters Score -6272465 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -6274654.000000 Penalty: 5363.385742
	Iteration 6F: 3 clusters Score -6274654 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -6276734.000000 Penalty: 5363.385742
	Iteration 7F: 3 clusters Score -6276734 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -6278512.500000 Penalty: 5363.385742
	Iteration 8F: 3 clusters Score -6278512 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -6280092.000000 Penalty: 5363.385742
	Iteration 9F: 3 clusters Score -6280092 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -6281497.000000 Penalty: 5363.385742
	Iteration 10Q: 3 clusters Score -6281497 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -6282763.000000 Penalty: 5363.385742
	Iteration 11Q: 3 clusters Score -6282763 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -6283755.000000 Penalty: 5363.385742
	Iteration 12Q: 3 clusters Score -6283755 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -6284551.000000 Penalty: 5363.385742
	Iteration 13Q: 3 clusters Score -6284551 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -6285244.500000 Penalty: 5363.385742
	Iteration 14Q: 3 clusters Score -6285244 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -6285836.000000 Penalty: 5363.385742
	Iteration 15Q: 3 clusters Score -6285836 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -6286358.000000 Penalty: 5363.385742
	Iteration 16Q: 3 clusters Score -6286358 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -6286837.500000 Penalty: 5363.385742
	Iteration 17Q: 3 clusters Score -6286838 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -6287185.000000 Penalty: 5363.385742
	Iteration 18Q: 3 clusters Score -6287185 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -6287366.000000 Penalty: 5363.385742
	Iteration 19Q: 3 clusters Score -6287366 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -6287452.000000 Penalty: 5363.385742
	Iteration 20F: 3 clusters Score -6287452 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -6287539.000000 Penalty: 5363.385742
	Iteration 21Q: 3 clusters Score -6287539 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -6287572.500000 Penalty: 5363.385742
	Iteration 22Q: 3 clusters Score -6287572 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -6287592.000000 Penalty: 5363.385742
	Iteration 23Q: 3 clusters Score -6287592 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -6287596.000000 Penalty: 5363.385742
	Iteration 24Q: 3 clusters Score -6287596 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -6287612.500000 Penalty: 5363.385742
	Iteration 25Q: 3 clusters Score -6287612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -6287616.000000 Penalty: 5363.385742
	Iteration 26Q: 3 clusters Score -6287616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -6287620.500000 Penalty: 5363.385742
	Iteration 27Q: 3 clusters Score -6287620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -6287629.000000 Penalty: 5363.385742
	Iteration 28Q: 3 clusters Score -6287629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -6287626.000000 Penalty: 5363.385742
	Iteration 29Q: 3 clusters Score -6287626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -6287629.500000 Penalty: 5363.385742
	Iteration 30Q: 3 clusters Score -6287630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -6287633.500000 Penalty: 5363.385742
	Iteration 31Q: 3 clusters Score -6287634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -6287636.000000 Penalty: 5363.385742
	Iteration 32Q: 3 clusters Score -6287636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -6287643.500000 Penalty: 5363.385742
	Iteration 33Q: 3 clusters Score -6287644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -6287637.500000 Penalty: 5363.385742
	Iteration 34Q: 3 clusters Score -6287638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -6287643.000000 Penalty: 5363.385742
	Iteration 35Q: 3 clusters Score -6287643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -6287642.000000 Penalty: 5363.385742
	Iteration 36Q: 3 clusters Score -6287642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -6287642.000000 Penalty: 5363.385742
	Iteration 37Q: 3 clusters Score -6287642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -6287640.500000 Penalty: 5363.385742
	Iteration 38Q: 3 clusters Score -6287640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -6287642.500000 Penalty: 5363.385742
	Iteration 39Q: 3 clusters Score -6287642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -6287644.500000 Penalty: 5363.385742
	Iteration 40F: 3 clusters Score -6287644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -6287645.500000 Penalty: 5363.385742
	Iteration 41Q: 3 clusters Score -6287646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -6287641.500000 Penalty: 5363.385742
	Iteration 42Q: 3 clusters Score -6287642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -6287641.500000 Penalty: 5363.385742
	Iteration 43F: 3 clusters Score -6287642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 71400 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 36089 members 
Mstep: Class 5 contains 2892 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 833 members 
Mstep: Class 8 contains 687 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 178502 members 
Mstep: Class 13 contains 178286 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 225040 members 
Mstep: Class 16 contains 7909 members 
Mstep: Class 17 contains 27854 members 
Mstep: Class 18 contains 45713 members 
Mstep: Class 19 contains 176285 members 
Entering Unmasked Estep 
Score: -119283432.000000 Penalty: 61513.308594
Splitting cluster 18 changes total score from -119270312.000000 to -119283432.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 19 (176285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176285 members 
Entering Unmasked Estep 
Score: -22267568.000000 Penalty: 2995.804443
	Iteration 0F: 2 clusters Score -2.226757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88064 members 
Mstep: Class 2 contains 88221 members 
Entering Unmasked Estep 
Score: -22150650.000000 Penalty: 5991.608887
	Iteration 0F: 3 clusters Score -2.215065e+07 nChanged 84725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86289 members 
Mstep: Class 2 contains 89996 members 
Entering Unmasked Estep 
Score: -22199984.000000 Penalty: 5991.608887
	Iteration 1F: 3 clusters Score -2.219998e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85258 members 
Mstep: Class 2 contains 91027 members 
Entering Unmasked Estep 
Score: -22201016.000000 Penalty: 5991.608887
	Iteration 2Q: 3 clusters Score -2.220102e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83471 members 
Mstep: Class 2 contains 92814 members 
Entering Unmasked Estep 
Score: -22202744.000000 Penalty: 5991.608887
	Iteration 3Q: 3 clusters Score -2.220274e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Mstep: Class 2 contains 95573 members 
Entering Unmasked Estep 
Score: -22205216.000000 Penalty: 5991.608887
	Iteration 4Q: 3 clusters Score -2.220522e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76535 members 
Mstep: Class 2 contains 99750 members 
Entering Unmasked Estep 
Score: -22209290.000000 Penalty: 5991.608887
	Iteration 5Q: 3 clusters Score -2.220929e+07 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70769 members 
Mstep: Class 2 contains 105516 members 
Entering Unmasked Estep 
Score: -22215506.000000 Penalty: 5991.608887
	Iteration 6F: 3 clusters Score -2.221551e+07 nChanged 11843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64018 members 
Mstep: Class 2 contains 112267 members 
Entering Unmasked Estep 
Score: -22224418.000000 Penalty: 5991.608887
	Iteration 7F: 3 clusters Score -2.222442e+07 nChanged 12354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57450 members 
Mstep: Class 2 contains 118835 members 
Entering Unmasked Estep 
Score: -22235056.000000 Penalty: 5991.608887
	Iteration 8F: 3 clusters Score -2.223506e+07 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 123610 members 
Entering Unmasked Estep 
Score: -22243146.000000 Penalty: 5991.608887
	Iteration 9F: 3 clusters Score -2.224315e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 126699 members 
Entering Unmasked Estep 
Score: -22247132.000000 Penalty: 5991.608887
	Iteration 10Q: 3 clusters Score -2.224713e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 129314 members 
Entering Unmasked Estep 
Score: -22248834.000000 Penalty: 5991.608887
	Iteration 11Q: 3 clusters Score -2.224883e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 131862 members 
Entering Unmasked Estep 
Score: -22249806.000000 Penalty: 5991.608887
	Iteration 12Q: 3 clusters Score -2.224981e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 134348 members 
Entering Unmasked Estep 
Score: -22250974.000000 Penalty: 5991.608887
	Iteration 13Q: 3 clusters Score -2.225097e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 136751 members 
Entering Unmasked Estep 
Score: -22251988.000000 Penalty: 5991.608887
	Iteration 14Q: 3 clusters Score -2.225199e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 139187 members 
Entering Unmasked Estep 
Score: -22253016.000000 Penalty: 5991.608887
	Iteration 15Q: 3 clusters Score -2.225302e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 141550 members 
Entering Unmasked Estep 
Score: -22254006.000000 Penalty: 5991.608887
	Iteration 16Q: 3 clusters Score -2.225401e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 143889 members 
Entering Unmasked Estep 
Score: -22254890.000000 Penalty: 5991.608887
	Iteration 17Q: 3 clusters Score -2.225489e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 146224 members 
Entering Unmasked Estep 
Score: -22255910.000000 Penalty: 5991.608887
	Iteration 18Q: 3 clusters Score -2.225591e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 148564 members 
Entering Unmasked Estep 
Score: -22256902.000000 Penalty: 5991.608887
	Iteration 19Q: 3 clusters Score -2.22569e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 150867 members 
Entering Unmasked Estep 
Score: -22257694.000000 Penalty: 5991.608887
	Iteration 20F: 3 clusters Score -2.225769e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 153125 members 
Entering Unmasked Estep 
Score: -22258622.000000 Penalty: 5991.608887
	Iteration 21Q: 3 clusters Score -2.225862e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 155344 members 
Entering Unmasked Estep 
Score: -22259582.000000 Penalty: 5991.608887
	Iteration 22Q: 3 clusters Score -2.225958e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 157463 members 
Entering Unmasked Estep 
Score: -22260282.000000 Penalty: 5991.608887
	Iteration 23Q: 3 clusters Score -2.226028e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 159485 members 
Entering Unmasked Estep 
Score: -22261000.000000 Penalty: 5991.608887
	Iteration 24Q: 3 clusters Score -2.2261e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 161337 members 
Entering Unmasked Estep 
Score: -22261770.000000 Penalty: 5991.608887
	Iteration 25Q: 3 clusters Score -2.226177e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 163064 members 
Entering Unmasked Estep 
Score: -22262422.000000 Penalty: 5991.608887
	Iteration 26Q: 3 clusters Score -2.226242e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 164612 members 
Entering Unmasked Estep 
Score: -22263024.000000 Penalty: 5991.608887
	Iteration 27Q: 3 clusters Score -2.226302e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 166028 members 
Entering Unmasked Estep 
Score: -22263560.000000 Penalty: 5991.608887
	Iteration 28Q: 3 clusters Score -2.226356e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 167262 members 
Entering Unmasked Estep 
Score: -22264040.000000 Penalty: 5991.608887
	Iteration 29Q: 3 clusters Score -2.226404e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 168361 members 
Entering Unmasked Estep 
Score: -22264404.000000 Penalty: 5991.608887
	Iteration 30Q: 3 clusters Score -2.22644e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 169316 members 
Entering Unmasked Estep 
Score: -22264722.000000 Penalty: 5991.608887
	Iteration 31Q: 3 clusters Score -2.226472e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 170130 members 
Entering Unmasked Estep 
Score: -22264942.000000 Penalty: 5991.608887
	Iteration 32Q: 3 clusters Score -2.226494e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 170844 members 
Entering Unmasked Estep 
Score: -22265154.000000 Penalty: 5991.608887
	Iteration 33Q: 3 clusters Score -2.226515e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 171464 members 
Entering Unmasked Estep 
Score: -22265248.000000 Penalty: 5991.608887
	Iteration 34Q: 3 clusters Score -2.226525e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 171969 members 
Entering Unmasked Estep 
Score: -22265470.000000 Penalty: 5991.608887
	Iteration 35Q: 3 clusters Score -2.226547e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 172425 members 
Entering Unmasked Estep 
Score: -22265592.000000 Penalty: 5991.608887
	Iteration 36Q: 3 clusters Score -2.226559e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 172812 members 
Entering Unmasked Estep 
Score: -22265694.000000 Penalty: 5991.608887
	Iteration 37Q: 3 clusters Score -2.226569e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 173125 members 
Entering Unmasked Estep 
Score: -22265756.000000 Penalty: 5991.608887
	Iteration 38Q: 3 clusters Score -2.226576e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 173378 members 
Entering Unmasked Estep 
Score: -22265762.000000 Penalty: 5991.608887
	Iteration 39Q: 3 clusters Score -2.226576e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 173581 members 
Entering Unmasked Estep 
Score: -22265792.000000 Penalty: 5991.608887
	Iteration 40F: 3 clusters Score -2.226579e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 173752 members 
Entering Unmasked Estep 
Score: -22265850.000000 Penalty: 5991.608887
	Iteration 41Q: 3 clusters Score -2.226585e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 173886 members 
Entering Unmasked Estep 
Score: -22265818.000000 Penalty: 5991.608887
	Iteration 42Q: 3 clusters Score -2.226582e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 174008 members 
Entering Unmasked Estep 
Score: -22265856.000000 Penalty: 5991.608887
	Iteration 43Q: 3 clusters Score -2.226586e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 174105 members 
Entering Unmasked Estep 
Score: -22265844.000000 Penalty: 5991.608887
	Iteration 44Q: 3 clusters Score -2.226584e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 174200 members 
Entering Unmasked Estep 
Score: -22265854.000000 Penalty: 5991.608887
	Iteration 45Q: 3 clusters Score -2.226585e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 174285 members 
Entering Unmasked Estep 
Score: -22265912.000000 Penalty: 5991.608887
	Iteration 46Q: 3 clusters Score -2.226591e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 174364 members 
Entering Unmasked Estep 
Score: -22265910.000000 Penalty: 5991.608887
	Iteration 47Q: 3 clusters Score -2.226591e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 174432 members 
Entering Unmasked Estep 
Score: -22265894.000000 Penalty: 5991.608887
	Iteration 48Q: 3 clusters Score -2.226589e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 174482 members 
Entering Unmasked Estep 
Score: -22265876.000000 Penalty: 5991.608887
	Iteration 49Q: 3 clusters Score -2.226588e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 174513 members 
Entering Unmasked Estep 
Score: -22265856.000000 Penalty: 5991.608887
	Iteration 50Q: 3 clusters Score -2.226586e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 174534 members 
Entering Unmasked Estep 
Score: -22265836.000000 Penalty: 5991.608887
	Iteration 51Q: 3 clusters Score -2.226584e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 174559 members 
Entering Unmasked Estep 
Score: -22265852.000000 Penalty: 5991.608887
	Iteration 52Q: 3 clusters Score -2.226585e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 174584 members 
Entering Unmasked Estep 
Score: -22265856.000000 Penalty: 5991.608887
	Iteration 53Q: 3 clusters Score -2.226586e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 174609 members 
Entering Unmasked Estep 
Score: -22265862.000000 Penalty: 5991.608887
	Iteration 54Q: 3 clusters Score -2.226586e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 174631 members 
Entering Unmasked Estep 
Score: -22265882.000000 Penalty: 5991.608887
	Iteration 55Q: 3 clusters Score -2.226588e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 174654 members 
Entering Unmasked Estep 
Score: -22265898.000000 Penalty: 5991.608887
	Iteration 56Q: 3 clusters Score -2.22659e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 174682 members 
Entering Unmasked Estep 
Score: -22265898.000000 Penalty: 5991.608887
	Iteration 57Q: 3 clusters Score -2.22659e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 174704 members 
Entering Unmasked Estep 
Score: -22265876.000000 Penalty: 5991.608887
	Iteration 58Q: 3 clusters Score -2.226588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 174720 members 
Entering Unmasked Estep 
Score: -22265888.000000 Penalty: 5991.608887
	Iteration 59Q: 3 clusters Score -2.226589e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 174736 members 
Entering Unmasked Estep 
Score: -22265882.000000 Penalty: 5991.608887
	Iteration 60F: 3 clusters Score -2.226588e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 174753 members 
Entering Unmasked Estep 
Score: -22265908.000000 Penalty: 5991.608887
	Iteration 61Q: 3 clusters Score -2.226591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 174766 members 
Entering Unmasked Estep 
Score: -22265912.000000 Penalty: 5991.608887
	Iteration 62Q: 3 clusters Score -2.226591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 174773 members 
Entering Unmasked Estep 
Score: -22265924.000000 Penalty: 5991.608887
	Iteration 63Q: 3 clusters Score -2.226592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 174783 members 
Entering Unmasked Estep 
Score: -22265932.000000 Penalty: 5991.608887
	Iteration 64Q: 3 clusters Score -2.226593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 174793 members 
Entering Unmasked Estep 
Score: -22265930.000000 Penalty: 5991.608887
	Iteration 65Q: 3 clusters Score -2.226593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 174801 members 
Entering Unmasked Estep 
Score: -22265922.000000 Penalty: 5991.608887
	Iteration 66Q: 3 clusters Score -2.226592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 174808 members 
Entering Unmasked Estep 
Score: -22265948.000000 Penalty: 5991.608887
	Iteration 67Q: 3 clusters Score -2.226595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 174813 members 
Entering Unmasked Estep 
Score: -22265914.000000 Penalty: 5991.608887
	Iteration 68Q: 3 clusters Score -2.226591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 174816 members 
Entering Unmasked Estep 
Score: -22265922.000000 Penalty: 5991.608887
	Iteration 69Q: 3 clusters Score -2.226592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 174817 members 
Entering Unmasked Estep 
Score: -22265924.000000 Penalty: 5991.608887
	Iteration 70Q: 3 clusters Score -2.226592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 174820 members 
Entering Unmasked Estep 
Score: -22265912.000000 Penalty: 5991.608887
	Iteration 71Q: 3 clusters Score -2.226591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 174822 members 
Entering Unmasked Estep 
Score: -22265912.000000 Penalty: 5991.608887
	Iteration 72Q: 3 clusters Score -2.226591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 174826 members 
Entering Unmasked Estep 
Score: -22265918.000000 Penalty: 5991.608887
	Iteration 73Q: 3 clusters Score -2.226592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 174829 members 
Entering Unmasked Estep 
Score: -22265912.000000 Penalty: 5991.608887
	Iteration 74Q: 3 clusters Score -2.226591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 174832 members 
Entering Unmasked Estep 
Score: -22265914.000000 Penalty: 5991.608887
	Iteration 75Q: 3 clusters Score -2.226591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 174836 members 
Entering Unmasked Estep 
Score: -22265904.000000 Penalty: 5991.608887
	Iteration 76Q: 3 clusters Score -2.22659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 174836 members 
Entering Unmasked Estep 
Score: -22265926.000000 Penalty: 5991.608887
	Iteration 77Q: 3 clusters Score -2.226593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 174837 members 
Entering Unmasked Estep 
Score: -22265940.000000 Penalty: 5991.608887
	Iteration 78Q: 3 clusters Score -2.226594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 174838 members 
Entering Unmasked Estep 
Score: -22265930.000000 Penalty: 5991.608887
	Iteration 79Q: 3 clusters Score -2.226593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 174840 members 
Entering Unmasked Estep 
Score: -22265932.000000 Penalty: 5991.608887
	Iteration 80F: 3 clusters Score -2.226593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 174846 members 
Entering Unmasked Estep 
Score: -22265924.000000 Penalty: 5991.608887
	Iteration 81Q: 3 clusters Score -2.226592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 174849 members 
Entering Unmasked Estep 
Score: -22265930.000000 Penalty: 5991.608887
	Iteration 82Q: 3 clusters Score -2.226593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 174852 members 
Entering Unmasked Estep 
Score: -22265936.000000 Penalty: 5991.608887
	Iteration 83Q: 3 clusters Score -2.226594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 174855 members 
Entering Unmasked Estep 
Score: -22265934.000000 Penalty: 5991.608887
	Iteration 84Q: 3 clusters Score -2.226593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 174861 members 
Entering Unmasked Estep 
Score: -22265950.000000 Penalty: 5991.608887
	Iteration 85Q: 3 clusters Score -2.226595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 174868 members 
Entering Unmasked Estep 
Score: -22265956.000000 Penalty: 5991.608887
	Iteration 86Q: 3 clusters Score -2.226596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 174877 members 
Entering Unmasked Estep 
Score: -22265946.000000 Penalty: 5991.608887
	Iteration 87Q: 3 clusters Score -2.226595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 174881 members 
Entering Unmasked Estep 
Score: -22265950.000000 Penalty: 5991.608887
	Iteration 88Q: 3 clusters Score -2.226595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 174886 members 
Entering Unmasked Estep 
Score: -22265930.000000 Penalty: 5991.608887
	Iteration 89Q: 3 clusters Score -2.226593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 174893 members 
Entering Unmasked Estep 
Score: -22265932.000000 Penalty: 5991.608887
	Iteration 90Q: 3 clusters Score -2.226593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 174902 members 
Entering Unmasked Estep 
Score: -22265944.000000 Penalty: 5991.608887
	Iteration 91Q: 3 clusters Score -2.226594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 174904 members 
Entering Unmasked Estep 
Score: -22265932.000000 Penalty: 5991.608887
	Iteration 92Q: 3 clusters Score -2.226593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 174904 members 
Entering Unmasked Estep 
Score: -22265932.000000 Penalty: 5991.608887
	Iteration 93F: 3 clusters Score -2.226593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 71400 members 
Mstep: Class 3 contains 485 members 
Mstep: Class 4 contains 36089 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 178502 members 
Mstep: Class 13 contains 178286 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 225040 members 
Mstep: Class 16 contains 7909 members 
Mstep: Class 17 contains 27854 members 
Mstep: Class 18 contains 45713 members 
Mstep: Class 19 contains 176285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119285448.000000 Penalty: 61513.308594
Iteration 39Q: 19 clusters Score -1.192854e+08 nChanged 12719
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 71153 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 36750 members 
Mstep: Class 5 contains 2908 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 692 members 
Mstep: Class 9 contains 4309 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 178239 members 
Mstep: Class 13 contains 177355 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 226126 members 
Mstep: Class 16 contains 7905 members 
Mstep: Class 17 contains 28337 members 
Mstep: Class 18 contains 46563 members 
Mstep: Class 19 contains 174567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289040.000000 Penalty: 61513.308594
Iteration 40F: 19 clusters Score -1.19289e+08 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 70873 members 
Mstep: Class 3 contains 475 members 
Mstep: Class 4 contains 37083 members 
Mstep: Class 5 contains 2931 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 690 members 
Mstep: Class 9 contains 4551 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 177926 members 
Mstep: Class 13 contains 176605 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 226955 members 
Mstep: Class 16 contains 7904 members 
Mstep: Class 17 contains 28720 members 
Mstep: Class 18 contains 46926 members 
Mstep: Class 19 contains 172977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290664.000000 Penalty: 61513.308594
Iteration 41Q: 19 clusters Score -1.192907e+08 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 70616 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 37528 members 
Mstep: Class 5 contains 2947 members 
Mstep: Class 6 contains 2113 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 687 members 
Mstep: Class 9 contains 4699 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 177603 members 
Mstep: Class 13 contains 176141 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 227597 members 
Mstep: Class 16 contains 7907 members 
Mstep: Class 17 contains 29135 members 
Mstep: Class 18 contains 47284 members 
Mstep: Class 19 contains 171632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291592.000000 Penalty: 61513.308594
Iteration 42Q: 19 clusters Score -1.192916e+08 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 70354 members 
Mstep: Class 3 contains 499 members 
Mstep: Class 4 contains 38024 members 
Mstep: Class 5 contains 2954 members 
Mstep: Class 6 contains 2109 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 4800 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 177356 members 
Mstep: Class 13 contains 175921 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 228068 members 
Mstep: Class 16 contains 7911 members 
Mstep: Class 17 contains 29519 members 
Mstep: Class 18 contains 47574 members 
Mstep: Class 19 contains 170417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292312.000000 Penalty: 61513.308594
Iteration 43Q: 19 clusters Score -1.192923e+08 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 70062 members 
Mstep: Class 3 contains 511 members 
Mstep: Class 4 contains 38546 members 
Mstep: Class 5 contains 2961 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 4867 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 177065 members 
Mstep: Class 13 contains 175834 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 228443 members 
Mstep: Class 16 contains 7912 members 
Mstep: Class 17 contains 29867 members 
Mstep: Class 18 contains 47870 members 
Mstep: Class 19 contains 169359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292856.000000 Penalty: 61513.308594
Iteration 44Q: 19 clusters Score -1.192929e+08 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 69762 members 
Mstep: Class 3 contains 517 members 
Mstep: Class 4 contains 39051 members 
Mstep: Class 5 contains 2966 members 
Mstep: Class 6 contains 2101 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 4935 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 176826 members 
Mstep: Class 13 contains 175818 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 228629 members 
Mstep: Class 16 contains 7913 members 
Mstep: Class 17 contains 30204 members 
Mstep: Class 18 contains 48130 members 
Mstep: Class 19 contains 168470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119293424.000000 Penalty: 61513.308594
Iteration 45Q: 19 clusters Score -1.192934e+08 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 69484 members 
Mstep: Class 3 contains 518 members 
Mstep: Class 4 contains 39553 members 
Mstep: Class 5 contains 2970 members 
Mstep: Class 6 contains 2099 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 4990 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 176588 members 
Mstep: Class 13 contains 175874 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 228716 members 
Mstep: Class 16 contains 7920 members 
Mstep: Class 17 contains 30500 members 
Mstep: Class 18 contains 48396 members 
Mstep: Class 19 contains 167665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119293664.000000 Penalty: 61513.308594
Iteration 46Q: 19 clusters Score -1.192937e+08 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 69210 members 
Mstep: Class 3 contains 518 members 
Mstep: Class 4 contains 40104 members 
Mstep: Class 5 contains 2973 members 
Mstep: Class 6 contains 2099 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 5045 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 176486 members 
Mstep: Class 13 contains 175938 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 228669 members 
Mstep: Class 16 contains 7919 members 
Mstep: Class 17 contains 30733 members 
Mstep: Class 18 contains 48590 members 
Mstep: Class 19 contains 166948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294112.000000 Penalty: 61513.308594
Iteration 47Q: 19 clusters Score -1.192941e+08 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 68967 members 
Mstep: Class 3 contains 518 members 
Mstep: Class 4 contains 40639 members 
Mstep: Class 5 contains 2976 members 
Mstep: Class 6 contains 2099 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 5093 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 176432 members 
Mstep: Class 13 contains 175968 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 228533 members 
Mstep: Class 16 contains 7910 members 
Mstep: Class 17 contains 30930 members 
Mstep: Class 18 contains 48772 members 
Mstep: Class 19 contains 166377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119293960.000000 Penalty: 61513.308594
Iteration 48Q: 19 clusters Score -1.19294e+08 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 68720 members 
Mstep: Class 3 contains 517 members 
Mstep: Class 4 contains 41154 members 
Mstep: Class 5 contains 2978 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 5125 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 176336 members 
Mstep: Class 13 contains 176080 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 228347 members 
Mstep: Class 16 contains 7900 members 
Mstep: Class 17 contains 31104 members 
Mstep: Class 18 contains 48939 members 
Mstep: Class 19 contains 165905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294408.000000 Penalty: 61513.308594
Iteration 49Q: 19 clusters Score -1.192944e+08 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 68486 members 
Mstep: Class 3 contains 517 members 
Mstep: Class 4 contains 41667 members 
Mstep: Class 5 contains 2978 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 5148 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 176261 members 
Mstep: Class 13 contains 176208 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 228113 members 
Mstep: Class 16 contains 7892 members 
Mstep: Class 17 contains 31251 members 
Mstep: Class 18 contains 49104 members 
Mstep: Class 19 contains 165466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294632.000000 Penalty: 61513.308594
Iteration 50Q: 19 clusters Score -1.192946e+08 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 68284 members 
Mstep: Class 3 contains 517 members 
Mstep: Class 4 contains 42124 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 5167 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 176208 members 
Mstep: Class 13 contains 176452 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 227855 members 
Mstep: Class 16 contains 7882 members 
Mstep: Class 17 contains 31383 members 
Mstep: Class 18 contains 49239 members 
Mstep: Class 19 contains 164990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295032.000000 Penalty: 61513.308594
Iteration 51Q: 19 clusters Score -1.19295e+08 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 68060 members 
Mstep: Class 3 contains 517 members 
Mstep: Class 4 contains 42560 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 5182 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 176123 members 
Mstep: Class 13 contains 176751 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 227542 members 
Mstep: Class 16 contains 7875 members 
Mstep: Class 17 contains 31504 members 
Mstep: Class 18 contains 49371 members 
Mstep: Class 19 contains 164596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295344.000000 Penalty: 61513.308594
Iteration 52Q: 19 clusters Score -1.192953e+08 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 67893 members 
Mstep: Class 3 contains 517 members 
Mstep: Class 4 contains 42913 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 5201 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 176173 members 
Mstep: Class 13 contains 177034 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 227114 members 
Mstep: Class 16 contains 7867 members 
Mstep: Class 17 contains 31607 members 
Mstep: Class 18 contains 49503 members 
Mstep: Class 19 contains 164233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295432.000000 Penalty: 61513.308594
Iteration 53Q: 19 clusters Score -1.192954e+08 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 67733 members 
Mstep: Class 3 contains 517 members 
Mstep: Class 4 contains 43236 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 5216 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 176271 members 
Mstep: Class 13 contains 177267 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 226669 members 
Mstep: Class 16 contains 7858 members 
Mstep: Class 17 contains 31714 members 
Mstep: Class 18 contains 49645 members 
Mstep: Class 19 contains 163905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295128.000000 Penalty: 61513.308594
Iteration 54Q: 19 clusters Score -1.192951e+08 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 67571 members 
Mstep: Class 3 contains 517 members 
Mstep: Class 4 contains 43575 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 176315 members 
Mstep: Class 13 contains 177496 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 226290 members 
Mstep: Class 16 contains 7852 members 
Mstep: Class 17 contains 31793 members 
Mstep: Class 18 contains 49797 members 
Mstep: Class 19 contains 163604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295168.000000 Penalty: 61513.308594
Iteration 55Q: 19 clusters Score -1.192952e+08 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 67403 members 
Mstep: Class 3 contains 517 members 
Mstep: Class 4 contains 43898 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 176419 members 
Mstep: Class 13 contains 177605 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 225969 members 
Mstep: Class 16 contains 7845 members 
Mstep: Class 17 contains 31852 members 
Mstep: Class 18 contains 49918 members 
Mstep: Class 19 contains 163370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294824.000000 Penalty: 61513.308594
Iteration 56Q: 19 clusters Score -1.192948e+08 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 67254 members 
Mstep: Class 3 contains 517 members 
Mstep: Class 4 contains 44176 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 5239 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 176498 members 
Mstep: Class 13 contains 177673 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 225641 members 
Mstep: Class 16 contains 7837 members 
Mstep: Class 17 contains 31925 members 
Mstep: Class 18 contains 50049 members 
Mstep: Class 19 contains 163212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295048.000000 Penalty: 61513.308594
Iteration 57Q: 19 clusters Score -1.19295e+08 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 67104 members 
Mstep: Class 3 contains 517 members 
Mstep: Class 4 contains 44407 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 5247 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 176635 members 
Mstep: Class 13 contains 177700 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 225380 members 
Mstep: Class 16 contains 7830 members 
Mstep: Class 17 contains 31990 members 
Mstep: Class 18 contains 50184 members 
Mstep: Class 19 contains 163014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294632.000000 Penalty: 61513.308594
Iteration 58Q: 19 clusters Score -1.192946e+08 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 66953 members 
Mstep: Class 3 contains 518 members 
Mstep: Class 4 contains 44663 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 5256 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 176777 members 
Mstep: Class 13 contains 177659 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 225153 members 
Mstep: Class 16 contains 7827 members 
Mstep: Class 17 contains 32050 members 
Mstep: Class 18 contains 50305 members 
Mstep: Class 19 contains 162844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294824.000000 Penalty: 61513.308594
Iteration 59Q: 19 clusters Score -1.192948e+08 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 66835 members 
Mstep: Class 3 contains 518 members 
Mstep: Class 4 contains 44884 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 675 members 
Mstep: Class 9 contains 5268 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 176927 members 
Mstep: Class 13 contains 177587 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 224942 members 
Mstep: Class 16 contains 7822 members 
Mstep: Class 17 contains 32103 members 
Mstep: Class 18 contains 50413 members 
Mstep: Class 19 contains 162703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294752.000000 Penalty: 61513.308594
Iteration 60F: 19 clusters Score -1.192948e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 66740 members 
Mstep: Class 3 contains 525 members 
Mstep: Class 4 contains 45081 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 669 members 
Mstep: Class 9 contains 5274 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 177084 members 
Mstep: Class 13 contains 177526 members 
Mstep: Class 14 contains 823 members 
Mstep: Class 15 contains 224724 members 
Mstep: Class 16 contains 7814 members 
Mstep: Class 17 contains 32156 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 162590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294440.000000 Penalty: 61513.308594
Iteration 61Q: 19 clusters Score -1.192944e+08 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 66644 members 
Mstep: Class 3 contains 530 members 
Mstep: Class 4 contains 45249 members 
Mstep: Class 5 contains 2979 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 5285 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 177227 members 
Mstep: Class 13 contains 177465 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 224539 members 
Mstep: Class 16 contains 7803 members 
Mstep: Class 17 contains 32200 members 
Mstep: Class 18 contains 50594 members 
Mstep: Class 19 contains 162482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294584.000000 Penalty: 61513.308594
Iteration 62Q: 19 clusters Score -1.192946e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 66528 members 
Mstep: Class 3 contains 534 members 
Mstep: Class 4 contains 45410 members 
Mstep: Class 5 contains 2980 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 662 members 
Mstep: Class 9 contains 5292 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 177342 members 
Mstep: Class 13 contains 177411 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 224379 members 
Mstep: Class 16 contains 7797 members 
Mstep: Class 17 contains 32237 members 
Mstep: Class 18 contains 50680 members 
Mstep: Class 19 contains 162415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294384.000000 Penalty: 61513.308594
Iteration 63Q: 19 clusters Score -1.192944e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 66421 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 45557 members 
Mstep: Class 5 contains 2980 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5301 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 177448 members 
Mstep: Class 13 contains 177389 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 224200 members 
Mstep: Class 16 contains 7792 members 
Mstep: Class 17 contains 32282 members 
Mstep: Class 18 contains 50771 members 
Mstep: Class 19 contains 162322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294608.000000 Penalty: 61513.308594
Iteration 64Q: 19 clusters Score -1.192946e+08 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 66325 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 45684 members 
Mstep: Class 5 contains 2980 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5307 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 177608 members 
Mstep: Class 13 contains 177333 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 224067 members 
Mstep: Class 16 contains 7784 members 
Mstep: Class 17 contains 32303 members 
Mstep: Class 18 contains 50842 members 
Mstep: Class 19 contains 162226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294488.000000 Penalty: 61513.308594
Iteration 65Q: 19 clusters Score -1.192945e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 66237 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 45789 members 
Mstep: Class 5 contains 2980 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5319 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 177805 members 
Mstep: Class 13 contains 177267 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223943 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 32326 members 
Mstep: Class 18 contains 50914 members 
Mstep: Class 19 contains 162102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294464.000000 Penalty: 61513.308594
Iteration 66Q: 19 clusters Score -1.192945e+08 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 66179 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 45880 members 
Mstep: Class 5 contains 2980 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5324 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 177937 members 
Mstep: Class 13 contains 177192 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223839 members 
Mstep: Class 16 contains 7769 members 
Mstep: Class 17 contains 32365 members 
Mstep: Class 18 contains 50978 members 
Mstep: Class 19 contains 162016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294920.000000 Penalty: 61513.308594
Iteration 67Q: 19 clusters Score -1.192949e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 66122 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 45962 members 
Mstep: Class 5 contains 2980 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5331 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 178001 members 
Mstep: Class 13 contains 177160 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223770 members 
Mstep: Class 16 contains 7759 members 
Mstep: Class 17 contains 32399 members 
Mstep: Class 18 contains 51029 members 
Mstep: Class 19 contains 161938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294888.000000 Penalty: 61513.308594
Iteration 68Q: 19 clusters Score -1.192949e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 66070 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 46056 members 
Mstep: Class 5 contains 2980 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 177989 members 
Mstep: Class 13 contains 177167 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223760 members 
Mstep: Class 16 contains 7749 members 
Mstep: Class 17 contains 32419 members 
Mstep: Class 18 contains 51041 members 
Mstep: Class 19 contains 161876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294872.000000 Penalty: 61513.308594
Iteration 69Q: 19 clusters Score -1.192949e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 66020 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 46121 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5355 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 178014 members 
Mstep: Class 13 contains 177162 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223754 members 
Mstep: Class 16 contains 7736 members 
Mstep: Class 17 contains 32427 members 
Mstep: Class 18 contains 51073 members 
Mstep: Class 19 contains 161809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295040.000000 Penalty: 61513.308594
Iteration 70Q: 19 clusters Score -1.19295e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 65973 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 46179 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5358 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 178062 members 
Mstep: Class 13 contains 177138 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223740 members 
Mstep: Class 16 contains 7724 members 
Mstep: Class 17 contains 32449 members 
Mstep: Class 18 contains 51113 members 
Mstep: Class 19 contains 161740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295184.000000 Penalty: 61513.308594
Iteration 71Q: 19 clusters Score -1.192952e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 65930 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 46210 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5362 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 178147 members 
Mstep: Class 13 contains 177128 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223712 members 
Mstep: Class 16 contains 7710 members 
Mstep: Class 17 contains 32463 members 
Mstep: Class 18 contains 51136 members 
Mstep: Class 19 contains 161678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294976.000000 Penalty: 61513.308594
Iteration 72Q: 19 clusters Score -1.19295e+08 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 65899 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 46250 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5364 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 178237 members 
Mstep: Class 13 contains 177105 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223674 members 
Mstep: Class 16 contains 7694 members 
Mstep: Class 17 contains 32472 members 
Mstep: Class 18 contains 51157 members 
Mstep: Class 19 contains 161627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295056.000000 Penalty: 61513.308594
Iteration 73Q: 19 clusters Score -1.192951e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 65867 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 46270 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 178362 members 
Mstep: Class 13 contains 177072 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223645 members 
Mstep: Class 16 contains 7680 members 
Mstep: Class 17 contains 32480 members 
Mstep: Class 18 contains 51180 members 
Mstep: Class 19 contains 161557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295136.000000 Penalty: 61513.308594
Iteration 74Q: 19 clusters Score -1.192951e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 65842 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 46310 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 178472 members 
Mstep: Class 13 contains 177030 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223605 members 
Mstep: Class 16 contains 7667 members 
Mstep: Class 17 contains 32485 members 
Mstep: Class 18 contains 51196 members 
Mstep: Class 19 contains 161503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294992.000000 Penalty: 61513.308594
Iteration 75Q: 19 clusters Score -1.19295e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 65800 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 46331 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 178607 members 
Mstep: Class 13 contains 176973 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223571 members 
Mstep: Class 16 contains 7657 members 
Mstep: Class 17 contains 32498 members 
Mstep: Class 18 contains 51209 members 
Mstep: Class 19 contains 161462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294936.000000 Penalty: 61513.308594
Iteration 76Q: 19 clusters Score -1.192949e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 65771 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 46361 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5372 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 178760 members 
Mstep: Class 13 contains 176909 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223495 members 
Mstep: Class 16 contains 7650 members 
Mstep: Class 17 contains 32515 members 
Mstep: Class 18 contains 51217 members 
Mstep: Class 19 contains 161426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294776.000000 Penalty: 61513.308594
Iteration 77Q: 19 clusters Score -1.192948e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 65741 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 46388 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5373 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 178873 members 
Mstep: Class 13 contains 176841 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223457 members 
Mstep: Class 16 contains 7643 members 
Mstep: Class 17 contains 32525 members 
Mstep: Class 18 contains 51232 members 
Mstep: Class 19 contains 161403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294872.000000 Penalty: 61513.308594
Iteration 78Q: 19 clusters Score -1.192949e+08 nChanged 642
Entering ConstructFrom: 
Score: -119294872.000000 Penalty: 61513.308594
Entering ConstructFrom: 
Trying to split cluster 1 (6948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Entering Unmasked Estep 
Score: -812059.625000 Penalty: 2193.859863
	Iteration 0F: 2 clusters Score -812059.6 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 3437 members 
Entering Unmasked Estep 
Score: -806313.937500 Penalty: 4387.719727
	Iteration 0F: 3 clusters Score -806313.9 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -808047.875000 Penalty: 4387.719727
	Iteration 1F: 3 clusters Score -808047.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -808439.562500 Penalty: 4387.719727
	Iteration 2F: 3 clusters Score -808439.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -808733.875000 Penalty: 4387.719727
	Iteration 3F: 3 clusters Score -808733.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -808989.875000 Penalty: 4387.719727
	Iteration 4F: 3 clusters Score -808989.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -809220.687500 Penalty: 4387.719727
	Iteration 5F: 3 clusters Score -809220.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -809428.875000 Penalty: 4387.719727
	Iteration 6Q: 3 clusters Score -809428.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -809606.625000 Penalty: 4387.719727
	Iteration 7Q: 3 clusters Score -809606.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -809761.687500 Penalty: 4387.719727
	Iteration 8Q: 3 clusters Score -809761.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -809874.812500 Penalty: 4387.719727
	Iteration 9Q: 3 clusters Score -809874.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -809984.312500 Penalty: 4387.719727
	Iteration 10Q: 3 clusters Score -809984.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -810078.312500 Penalty: 4387.719727
	Iteration 11Q: 3 clusters Score -810078.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -810167.312500 Penalty: 4387.719727
	Iteration 12Q: 3 clusters Score -810167.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -810264.062500 Penalty: 4387.719727
	Iteration 13Q: 3 clusters Score -810264.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -810343.437500 Penalty: 4387.719727
	Iteration 14Q: 3 clusters Score -810343.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -810426.812500 Penalty: 4387.719727
	Iteration 15Q: 3 clusters Score -810426.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -810496.875000 Penalty: 4387.719727
	Iteration 16Q: 3 clusters Score -810496.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -810540.312500 Penalty: 4387.719727
	Iteration 17Q: 3 clusters Score -810540.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -810580.750000 Penalty: 4387.719727
	Iteration 18Q: 3 clusters Score -810580.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -810618.437500 Penalty: 4387.719727
	Iteration 19Q: 3 clusters Score -810618.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -810660.812500 Penalty: 4387.719727
	Iteration 20F: 3 clusters Score -810660.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -810695.062500 Penalty: 4387.719727
	Iteration 21Q: 3 clusters Score -810695.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -810719.500000 Penalty: 4387.719727
	Iteration 22Q: 3 clusters Score -810719.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -810729.250000 Penalty: 4387.719727
	Iteration 23Q: 3 clusters Score -810729.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -810735.062500 Penalty: 4387.719727
	Iteration 24Q: 3 clusters Score -810735.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -810737.750000 Penalty: 4387.719727
	Iteration 25Q: 3 clusters Score -810737.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -810741.437500 Penalty: 4387.719727
	Iteration 26Q: 3 clusters Score -810741.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -810741.812500 Penalty: 4387.719727
	Iteration 27Q: 3 clusters Score -810741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -810742.375000 Penalty: 4387.719727
	Iteration 28Q: 3 clusters Score -810742.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -810745.000000 Penalty: 4387.719727
	Iteration 29Q: 3 clusters Score -810745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -810747.312500 Penalty: 4387.719727
	Iteration 30Q: 3 clusters Score -810747.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -810747.437500 Penalty: 4387.719727
	Iteration 31Q: 3 clusters Score -810747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -810748.500000 Penalty: 4387.719727
	Iteration 32Q: 3 clusters Score -810748.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -810748.812500 Penalty: 4387.719727
	Iteration 33Q: 3 clusters Score -810748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -810749.687500 Penalty: 4387.719727
	Iteration 34Q: 3 clusters Score -810749.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -810749.687500 Penalty: 4387.719727
	Iteration 35F: 3 clusters Score -810749.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (65714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65714 members 
Entering Unmasked Estep 
Score: -8073457.000000 Penalty: 2751.080566
	Iteration 0F: 2 clusters Score -8073457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -8029596.500000 Penalty: 5502.161133
	Iteration 0F: 3 clusters Score -8029596 nChanged 30533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -8046549.000000 Penalty: 5502.161133
	Iteration 1F: 3 clusters Score -8046549 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -8047114.500000 Penalty: 5502.161133
	Iteration 2Q: 3 clusters Score -8047114 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -8047713.000000 Penalty: 5502.161133
	Iteration 3Q: 3 clusters Score -8047713 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -8048544.000000 Penalty: 5502.161133
	Iteration 4Q: 3 clusters Score -8048544 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -8049761.000000 Penalty: 5502.161133
	Iteration 5Q: 3 clusters Score -8049761 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -8051820.500000 Penalty: 5502.161133
	Iteration 6F: 3 clusters Score -8051820 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -8055148.000000 Penalty: 5502.161133
	Iteration 7F: 3 clusters Score -8055148 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -8060054.000000 Penalty: 5502.161133
	Iteration 8F: 3 clusters Score -8060054 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -8065433.000000 Penalty: 5502.161133
	Iteration 9F: 3 clusters Score -8065433 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -8068978.500000 Penalty: 5502.161133
	Iteration 10F: 3 clusters Score -8068978 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -8070369.500000 Penalty: 5502.161133
	Iteration 11Q: 3 clusters Score -8070370 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 65210 members 
Entering Unmasked Estep 
Score: -8070882.500000 Penalty: 5502.161133
	Iteration 12Q: 3 clusters Score -8070882 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 65356 members 
Entering Unmasked Estep 
Score: -8071038.500000 Penalty: 5502.161133
	Iteration 13Q: 3 clusters Score -8071038 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 65413 members 
Entering Unmasked Estep 
Score: -8071089.000000 Penalty: 5502.161133
	Iteration 14Q: 3 clusters Score -8071089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -8071138.500000 Penalty: 5502.161133
	Iteration 15Q: 3 clusters Score -8071138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 65460 members 
Entering Unmasked Estep 
Score: -8071170.000000 Penalty: 5502.161133
	Iteration 16Q: 3 clusters Score -8071170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -8071187.500000 Penalty: 5502.161133
	Iteration 17Q: 3 clusters Score -8071188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 65477 members 
Entering Unmasked Estep 
Score: -8071202.500000 Penalty: 5502.161133
	Iteration 18Q: 3 clusters Score -8071202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 65480 members 
Entering Unmasked Estep 
Score: -8071210.500000 Penalty: 5502.161133
	Iteration 19Q: 3 clusters Score -8071210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 65483 members 
Entering Unmasked Estep 
Score: -8071226.500000 Penalty: 5502.161133
	Iteration 20F: 3 clusters Score -8071226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -8071235.000000 Penalty: 5502.161133
	Iteration 21Q: 3 clusters Score -8071235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 65494 members 
Entering Unmasked Estep 
Score: -8071241.000000 Penalty: 5502.161133
	Iteration 22Q: 3 clusters Score -8071241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -8071239.000000 Penalty: 5502.161133
	Iteration 23Q: 3 clusters Score -8071239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 65498 members 
Entering Unmasked Estep 
Score: -8071251.500000 Penalty: 5502.161133
	Iteration 24Q: 3 clusters Score -8071252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 65498 members 
Entering Unmasked Estep 
Score: -8071251.500000 Penalty: 5502.161133
	Iteration 25F: 3 clusters Score -8071252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -59853.617188 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -59853.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58431.800781 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -58431.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -58669.500000 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -58669.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -58733.027344 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -58733.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -58760.382812 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -58760.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58780.890625 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -58780.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58794.199219 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -58794.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -58832.750000 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -58832.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -58864.265625 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -58864.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58881.257812 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -58881.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58885.203125 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -58885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58885.996094 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -58886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58887.460938 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -58887.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58887.460938 Penalty: 3120.618408
	Iteration 12F: 3 clusters Score -58887.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Entering Unmasked Estep 
Score: -5898707.000000 Penalty: 2664.837891
	Iteration 0F: 2 clusters Score -5898707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -5867536.500000 Penalty: 5329.675781
	Iteration 0F: 3 clusters Score -5867536 nChanged 21256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -5879279.000000 Penalty: 5329.675781
	Iteration 1F: 3 clusters Score -5879279 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -5879938.500000 Penalty: 5329.675781
	Iteration 2Q: 3 clusters Score -5879938 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -5880732.500000 Penalty: 5329.675781
	Iteration 3Q: 3 clusters Score -5880732 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -5881684.000000 Penalty: 5329.675781
	Iteration 4Q: 3 clusters Score -5881684 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -5882837.500000 Penalty: 5329.675781
	Iteration 5Q: 3 clusters Score -5882838 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -5884144.500000 Penalty: 5329.675781
	Iteration 6F: 3 clusters Score -5884144 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -5885495.000000 Penalty: 5329.675781
	Iteration 7F: 3 clusters Score -5885495 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -5886889.500000 Penalty: 5329.675781
	Iteration 8F: 3 clusters Score -5886890 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -5888326.000000 Penalty: 5329.675781
	Iteration 9F: 3 clusters Score -5888326 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -5889767.000000 Penalty: 5329.675781
	Iteration 10F: 3 clusters Score -5889767 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -5891039.000000 Penalty: 5329.675781
	Iteration 11Q: 3 clusters Score -5891039 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -5892254.000000 Penalty: 5329.675781
	Iteration 12Q: 3 clusters Score -5892254 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -5893058.000000 Penalty: 5329.675781
	Iteration 13Q: 3 clusters Score -5893058 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -5893584.000000 Penalty: 5329.675781
	Iteration 14Q: 3 clusters Score -5893584 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -5893915.500000 Penalty: 5329.675781
	Iteration 15Q: 3 clusters Score -5893916 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -5894208.500000 Penalty: 5329.675781
	Iteration 16Q: 3 clusters Score -5894208 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -5894427.500000 Penalty: 5329.675781
	Iteration 17Q: 3 clusters Score -5894428 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -5894733.000000 Penalty: 5329.675781
	Iteration 18Q: 3 clusters Score -5894733 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -5895022.000000 Penalty: 5329.675781
	Iteration 19Q: 3 clusters Score -5895022 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -5895274.000000 Penalty: 5329.675781
	Iteration 20F: 3 clusters Score -5895274 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -5895507.000000 Penalty: 5329.675781
	Iteration 21Q: 3 clusters Score -5895507 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -5895687.500000 Penalty: 5329.675781
	Iteration 22Q: 3 clusters Score -5895688 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -5895873.500000 Penalty: 5329.675781
	Iteration 23Q: 3 clusters Score -5895874 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -5896000.000000 Penalty: 5329.675781
	Iteration 24Q: 3 clusters Score -5896000 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -5896167.500000 Penalty: 5329.675781
	Iteration 25Q: 3 clusters Score -5896168 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -5896322.500000 Penalty: 5329.675781
	Iteration 26Q: 3 clusters Score -5896322 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -5896445.000000 Penalty: 5329.675781
	Iteration 27Q: 3 clusters Score -5896445 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -5896556.000000 Penalty: 5329.675781
	Iteration 28Q: 3 clusters Score -5896556 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -5896625.000000 Penalty: 5329.675781
	Iteration 29Q: 3 clusters Score -5896625 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -5896716.500000 Penalty: 5329.675781
	Iteration 30Q: 3 clusters Score -5896716 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -5896781.500000 Penalty: 5329.675781
	Iteration 31Q: 3 clusters Score -5896782 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -5896837.000000 Penalty: 5329.675781
	Iteration 32Q: 3 clusters Score -5896837 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -5896895.500000 Penalty: 5329.675781
	Iteration 33Q: 3 clusters Score -5896896 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -5896939.500000 Penalty: 5329.675781
	Iteration 34Q: 3 clusters Score -5896940 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -5896989.500000 Penalty: 5329.675781
	Iteration 35Q: 3 clusters Score -5896990 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -5897036.000000 Penalty: 5329.675781
	Iteration 36Q: 3 clusters Score -5897036 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -5897083.000000 Penalty: 5329.675781
	Iteration 37Q: 3 clusters Score -5897083 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5897120.500000 Penalty: 5329.675781
	Iteration 38Q: 3 clusters Score -5897120 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5897136.500000 Penalty: 5329.675781
	Iteration 39Q: 3 clusters Score -5897136 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -5897167.000000 Penalty: 5329.675781
	Iteration 40F: 3 clusters Score -5897167 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -5897194.500000 Penalty: 5329.675781
	Iteration 41Q: 3 clusters Score -5897194 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -5897187.000000 Penalty: 5329.675781
	Iteration 42Q: 3 clusters Score -5897187 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -5897214.000000 Penalty: 5329.675781
	Iteration 43Q: 3 clusters Score -5897214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5897226.000000 Penalty: 5329.675781
	Iteration 44Q: 3 clusters Score -5897226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5897229.000000 Penalty: 5329.675781
	Iteration 45Q: 3 clusters Score -5897229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5897229.500000 Penalty: 5329.675781
	Iteration 46Q: 3 clusters Score -5897230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -5897244.000000 Penalty: 5329.675781
	Iteration 47Q: 3 clusters Score -5897244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -5897243.500000 Penalty: 5329.675781
	Iteration 48Q: 3 clusters Score -5897244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -5897249.000000 Penalty: 5329.675781
	Iteration 49Q: 3 clusters Score -5897249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -5897248.500000 Penalty: 5329.675781
	Iteration 50Q: 3 clusters Score -5897248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5897258.500000 Penalty: 5329.675781
	Iteration 51Q: 3 clusters Score -5897258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5897264.000000 Penalty: 5329.675781
	Iteration 52Q: 3 clusters Score -5897264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5897271.000000 Penalty: 5329.675781
	Iteration 53Q: 3 clusters Score -5897271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5897269.500000 Penalty: 5329.675781
	Iteration 54Q: 3 clusters Score -5897270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5897278.500000 Penalty: 5329.675781
	Iteration 55Q: 3 clusters Score -5897278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5897288.500000 Penalty: 5329.675781
	Iteration 56Q: 3 clusters Score -5897288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5897293.500000 Penalty: 5329.675781
	Iteration 57Q: 3 clusters Score -5897294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5897298.500000 Penalty: 5329.675781
	Iteration 58Q: 3 clusters Score -5897298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5897298.500000 Penalty: 5329.675781
	Iteration 59Q: 3 clusters Score -5897298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5897296.000000 Penalty: 5329.675781
	Iteration 60F: 3 clusters Score -5897296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5897302.000000 Penalty: 5329.675781
	Iteration 61Q: 3 clusters Score -5897302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5897305.500000 Penalty: 5329.675781
	Iteration 62Q: 3 clusters Score -5897306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -5897303.000000 Penalty: 5329.675781
	Iteration 63Q: 3 clusters Score -5897303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5897305.500000 Penalty: 5329.675781
	Iteration 64Q: 3 clusters Score -5897306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5897304.000000 Penalty: 5329.675781
	Iteration 65Q: 3 clusters Score -5897304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5897306.000000 Penalty: 5329.675781
	Iteration 66Q: 3 clusters Score -5897306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5897312.500000 Penalty: 5329.675781
	Iteration 67Q: 3 clusters Score -5897312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5897316.000000 Penalty: 5329.675781
	Iteration 68Q: 3 clusters Score -5897316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5897316.000000 Penalty: 5329.675781
	Iteration 69Q: 3 clusters Score -5897316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5897321.000000 Penalty: 5329.675781
	Iteration 70Q: 3 clusters Score -5897321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5897319.000000 Penalty: 5329.675781
	Iteration 71Q: 3 clusters Score -5897319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -5897319.000000 Penalty: 5329.675781
	Iteration 72Q: 3 clusters Score -5897319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5897316.000000 Penalty: 5329.675781
	Iteration 73Q: 3 clusters Score -5897316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -5897316.000000 Penalty: 5329.675781
	Iteration 74Q: 3 clusters Score -5897316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5897312.000000 Penalty: 5329.675781
	Iteration 75Q: 3 clusters Score -5897312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5897312.000000 Penalty: 5329.675781
	Iteration 76F: 3 clusters Score -5897312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Entering Unmasked Estep 
Score: -359129.500000 Penalty: 1984.086548
	Iteration 0F: 2 clusters Score -359129.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -355873.218750 Penalty: 3968.173096
	Iteration 0F: 3 clusters Score -355873.2 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -356589.468750 Penalty: 3968.173096
	Iteration 1F: 3 clusters Score -356589.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -356811.562500 Penalty: 3968.173096
	Iteration 2F: 3 clusters Score -356811.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -356971.031250 Penalty: 3968.173096
	Iteration 3F: 3 clusters Score -356971 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -357129.750000 Penalty: 3968.173096
	Iteration 4Q: 3 clusters Score -357129.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -357391.250000 Penalty: 3968.173096
	Iteration 5F: 3 clusters Score -357391.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -357885.312500 Penalty: 3968.173096
	Iteration 6F: 3 clusters Score -357885.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -358727.156250 Penalty: 3968.173096
	Iteration 7F: 3 clusters Score -358727.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -359533.187500 Penalty: 3968.173096
	Iteration 8F: 3 clusters Score -359533.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -359817.187500 Penalty: 3968.173096
	Iteration 9Q: 3 clusters Score -359817.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -359867.375000 Penalty: 3968.173096
	Iteration 10Q: 3 clusters Score -359867.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -359880.687500 Penalty: 3968.173096
	Iteration 11Q: 3 clusters Score -359880.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -359883.718750 Penalty: 3968.173096
	Iteration 12Q: 3 clusters Score -359883.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -359884.343750 Penalty: 3968.173096
	Iteration 13Q: 3 clusters Score -359884.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -359884.187500 Penalty: 3968.173096
	Iteration 14Q: 3 clusters Score -359884.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -359884.187500 Penalty: 3968.173096
	Iteration 15F: 3 clusters Score -359884.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 65714 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 46412 members 
Mstep: Class 5 contains 1327 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5374 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 178972 members 
Mstep: Class 13 contains 176805 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223405 members 
Mstep: Class 16 contains 7636 members 
Mstep: Class 17 contains 32534 members 
Mstep: Class 18 contains 51250 members 
Mstep: Class 19 contains 161377 members 
Entering Unmasked Estep 
Score: -119294000.000000 Penalty: 64930.714844
Splitting cluster 5 changes total score from -119294872.000000 to -119294000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -250472.046875 Penalty: 1896.769165
	Iteration 0F: 2 clusters Score -250472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -247737.125000 Penalty: 3793.538330
	Iteration 0F: 3 clusters Score -247737.1 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -248282.562500 Penalty: 3793.538330
	Iteration 1F: 3 clusters Score -248282.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -248446.812500 Penalty: 3793.538330
	Iteration 2F: 3 clusters Score -248446.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -248560.984375 Penalty: 3793.538330
	Iteration 3F: 3 clusters Score -248561 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -248636.750000 Penalty: 3793.538330
	Iteration 4Q: 3 clusters Score -248636.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -248690.875000 Penalty: 3793.538330
	Iteration 5Q: 3 clusters Score -248690.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -248753.640625 Penalty: 3793.538330
	Iteration 6Q: 3 clusters Score -248753.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -248848.984375 Penalty: 3793.538330
	Iteration 7Q: 3 clusters Score -248849 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -248954.109375 Penalty: 3793.538330
	Iteration 8Q: 3 clusters Score -248954.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -249042.906250 Penalty: 3793.538330
	Iteration 9Q: 3 clusters Score -249042.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -249096.828125 Penalty: 3793.538330
	Iteration 10Q: 3 clusters Score -249096.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -249141.687500 Penalty: 3793.538330
	Iteration 11Q: 3 clusters Score -249141.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -249176.859375 Penalty: 3793.538330
	Iteration 12Q: 3 clusters Score -249176.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -249200.828125 Penalty: 3793.538330
	Iteration 13Q: 3 clusters Score -249200.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -249216.984375 Penalty: 3793.538330
	Iteration 14Q: 3 clusters Score -249217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -249230.453125 Penalty: 3793.538330
	Iteration 15Q: 3 clusters Score -249230.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -249243.296875 Penalty: 3793.538330
	Iteration 16Q: 3 clusters Score -249243.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -249254.562500 Penalty: 3793.538330
	Iteration 17Q: 3 clusters Score -249254.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -249267.281250 Penalty: 3793.538330
	Iteration 18Q: 3 clusters Score -249267.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -249273.218750 Penalty: 3793.538330
	Iteration 19Q: 3 clusters Score -249273.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -249278.796875 Penalty: 3793.538330
	Iteration 20F: 3 clusters Score -249278.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -249289.000000 Penalty: 3793.538330
	Iteration 21Q: 3 clusters Score -249289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -249300.656250 Penalty: 3793.538330
	Iteration 22Q: 3 clusters Score -249300.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -249309.000000 Penalty: 3793.538330
	Iteration 23Q: 3 clusters Score -249309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -249315.593750 Penalty: 3793.538330
	Iteration 24Q: 3 clusters Score -249315.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -249322.390625 Penalty: 3793.538330
	Iteration 25Q: 3 clusters Score -249322.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -249337.312500 Penalty: 3793.538330
	Iteration 26Q: 3 clusters Score -249337.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -249349.375000 Penalty: 3793.538330
	Iteration 27Q: 3 clusters Score -249349.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -249364.953125 Penalty: 3793.538330
	Iteration 28Q: 3 clusters Score -249365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -249385.953125 Penalty: 3793.538330
	Iteration 29Q: 3 clusters Score -249386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -249401.156250 Penalty: 3793.538330
	Iteration 30Q: 3 clusters Score -249401.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -249416.718750 Penalty: 3793.538330
	Iteration 31Q: 3 clusters Score -249416.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -249437.703125 Penalty: 3793.538330
	Iteration 32Q: 3 clusters Score -249437.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -249465.968750 Penalty: 3793.538330
	Iteration 33Q: 3 clusters Score -249466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -249515.671875 Penalty: 3793.538330
	Iteration 34Q: 3 clusters Score -249515.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -249590.187500 Penalty: 3793.538330
	Iteration 35Q: 3 clusters Score -249590.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -249673.937500 Penalty: 3793.538330
	Iteration 36Q: 3 clusters Score -249673.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -249774.609375 Penalty: 3793.538330
	Iteration 37Q: 3 clusters Score -249774.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -249837.812500 Penalty: 3793.538330
	Iteration 38Q: 3 clusters Score -249837.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -249905.890625 Penalty: 3793.538330
	Iteration 39Q: 3 clusters Score -249905.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -250017.078125 Penalty: 3793.538330
	Iteration 40F: 3 clusters Score -250017.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -250188.578125 Penalty: 3793.538330
	Iteration 41Q: 3 clusters Score -250188.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -250522.609375 Penalty: 3793.538330
	Iteration 42Q: 3 clusters Score -250522.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -250933.500000 Penalty: 3793.538330
	Iteration 43Q: 3 clusters Score -250933.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -251035.078125 Penalty: 3793.538330
	Iteration 44Q: 3 clusters Score -251035.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -251053.953125 Penalty: 3793.538330
	Iteration 45Q: 3 clusters Score -251054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -251067.640625 Penalty: 3793.538330
	Iteration 46Q: 3 clusters Score -251067.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -251076.000000 Penalty: 3793.538330
	Iteration 47Q: 3 clusters Score -251076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -251080.281250 Penalty: 3793.538330
	Iteration 48Q: 3 clusters Score -251080.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -251080.781250 Penalty: 3793.538330
	Iteration 49Q: 3 clusters Score -251080.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -251080.781250 Penalty: 3793.538330
	Iteration 50F: 3 clusters Score -251080.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 65714 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 46412 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5374 members 
Mstep: Class 10 contains 1086 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 178972 members 
Mstep: Class 13 contains 176805 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223405 members 
Mstep: Class 16 contains 7636 members 
Mstep: Class 17 contains 32534 members 
Mstep: Class 18 contains 51250 members 
Mstep: Class 19 contains 161377 members 
Entering Unmasked Estep 
Score: -119294032.000000 Penalty: 64930.714844
Splitting cluster 6 changes total score from -119294872.000000 to -119294032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -82577.929688 Penalty: 1667.510498
	Iteration 0F: 2 clusters Score -82577.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80918.937500 Penalty: 3335.020996
	Iteration 0F: 3 clusters Score -80918.94 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -81876.945312 Penalty: 3335.020996
	Iteration 1F: 3 clusters Score -81876.95 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -83103.664062 Penalty: 3335.020996
	Iteration 2F: 3 clusters Score -83103.66 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -83535.265625 Penalty: 3335.020996
	Iteration 3F: 3 clusters Score -83535.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -83769.195312 Penalty: 3335.020996
	Iteration 4F: 3 clusters Score -83769.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -83885.476562 Penalty: 3335.020996
	Iteration 5Q: 3 clusters Score -83885.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -83946.125000 Penalty: 3335.020996
	Iteration 6Q: 3 clusters Score -83946.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -83989.648438 Penalty: 3335.020996
	Iteration 7Q: 3 clusters Score -83989.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -84043.429688 Penalty: 3335.020996
	Iteration 8Q: 3 clusters Score -84043.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -84141.203125 Penalty: 3335.020996
	Iteration 9Q: 3 clusters Score -84141.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -84241.617188 Penalty: 3335.020996
	Iteration 10Q: 3 clusters Score -84241.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -84343.539062 Penalty: 3335.020996
	Iteration 11Q: 3 clusters Score -84343.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -84442.914062 Penalty: 3335.020996
	Iteration 12Q: 3 clusters Score -84442.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -84442.914062 Penalty: 3335.020996
	Iteration 13F: 3 clusters Score -84442.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 65714 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 46412 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 190 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5374 members 
Mstep: Class 10 contains 642 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 178972 members 
Mstep: Class 13 contains 176805 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223405 members 
Mstep: Class 16 contains 7636 members 
Mstep: Class 17 contains 32534 members 
Mstep: Class 18 contains 51250 members 
Mstep: Class 19 contains 161377 members 
Entering Unmasked Estep 
Score: -119294944.000000 Penalty: 64930.714844
Splitting cluster 7 changes total score from -119294872.000000 to -119294944.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 8 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -65718.343750 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -65718.34 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 315 members 
Entering Unmasked Estep 
Score: -64124.636719 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -64124.64 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64575.710938 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -64575.71 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65015.785156 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -65015.79 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65572.546875 Penalty: 3220.901855
	Iteration 3F: 3 clusters Score -65572.55 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -65909.203125 Penalty: 3220.901855
	Iteration 4F: 3 clusters Score -65909.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -66041.492188 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -66041.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -66121.710938 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -66121.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -66166.367188 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -66166.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -66195.054688 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -66195.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -66241.359375 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -66241.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -66328.046875 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -66328.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -66333.726562 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -66333.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -66336.843750 Penalty: 3220.901855
	Iteration 12Q: 3 clusters Score -66336.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -66336.843750 Penalty: 3220.901855
	Iteration 13F: 3 clusters Score -66336.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 65714 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 46412 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 190 members 
Mstep: Class 8 contains 507 members 
Mstep: Class 9 contains 5374 members 
Mstep: Class 10 contains 642 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 178972 members 
Mstep: Class 13 contains 176805 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223405 members 
Mstep: Class 16 contains 7636 members 
Mstep: Class 17 contains 32534 members 
Mstep: Class 18 contains 51250 members 
Mstep: Class 19 contains 161377 members 
Mstep: Class 20 contains 154 members 
Entering Unmasked Estep 
Score: -119293712.000000 Penalty: 68348.125000
Splitting cluster 8 changes total score from -119294872.000000 to -119293712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Entering Unmasked Estep 
Score: -668656.500000 Penalty: 2130.153320
	Iteration 0F: 2 clusters Score -668656.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -663901.000000 Penalty: 4260.306641
	Iteration 0F: 3 clusters Score -663901 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -665038.187500 Penalty: 4260.306641
	Iteration 1F: 3 clusters Score -665038.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -665233.250000 Penalty: 4260.306641
	Iteration 2F: 3 clusters Score -665233.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -665340.875000 Penalty: 4260.306641
	Iteration 3Q: 3 clusters Score -665340.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -665408.000000 Penalty: 4260.306641
	Iteration 4Q: 3 clusters Score -665408 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -665458.750000 Penalty: 4260.306641
	Iteration 5Q: 3 clusters Score -665458.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -665497.625000 Penalty: 4260.306641
	Iteration 6Q: 3 clusters Score -665497.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -665521.437500 Penalty: 4260.306641
	Iteration 7Q: 3 clusters Score -665521.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -665554.000000 Penalty: 4260.306641
	Iteration 8Q: 3 clusters Score -665554 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -665579.125000 Penalty: 4260.306641
	Iteration 9Q: 3 clusters Score -665579.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -665600.312500 Penalty: 4260.306641
	Iteration 10Q: 3 clusters Score -665600.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -665618.812500 Penalty: 4260.306641
	Iteration 11Q: 3 clusters Score -665618.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -665630.500000 Penalty: 4260.306641
	Iteration 12Q: 3 clusters Score -665630.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -665640.000000 Penalty: 4260.306641
	Iteration 13Q: 3 clusters Score -665640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -665649.250000 Penalty: 4260.306641
	Iteration 14Q: 3 clusters Score -665649.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -665657.937500 Penalty: 4260.306641
	Iteration 15Q: 3 clusters Score -665657.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -665664.625000 Penalty: 4260.306641
	Iteration 16Q: 3 clusters Score -665664.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -665670.125000 Penalty: 4260.306641
	Iteration 17Q: 3 clusters Score -665670.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -665676.000000 Penalty: 4260.306641
	Iteration 18Q: 3 clusters Score -665676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -665680.750000 Penalty: 4260.306641
	Iteration 19Q: 3 clusters Score -665680.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -665685.062500 Penalty: 4260.306641
	Iteration 20F: 3 clusters Score -665685.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -665691.875000 Penalty: 4260.306641
	Iteration 21Q: 3 clusters Score -665691.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -665693.250000 Penalty: 4260.306641
	Iteration 22Q: 3 clusters Score -665693.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -665696.187500 Penalty: 4260.306641
	Iteration 23Q: 3 clusters Score -665696.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -665696.937500 Penalty: 4260.306641
	Iteration 24Q: 3 clusters Score -665696.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -665698.562500 Penalty: 4260.306641
	Iteration 25Q: 3 clusters Score -665698.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -665700.500000 Penalty: 4260.306641
	Iteration 26Q: 3 clusters Score -665700.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -665703.187500 Penalty: 4260.306641
	Iteration 27Q: 3 clusters Score -665703.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -665703.375000 Penalty: 4260.306641
	Iteration 28Q: 3 clusters Score -665703.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -665704.250000 Penalty: 4260.306641
	Iteration 29Q: 3 clusters Score -665704.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -665706.562500 Penalty: 4260.306641
	Iteration 30Q: 3 clusters Score -665706.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -665707.875000 Penalty: 4260.306641
	Iteration 31Q: 3 clusters Score -665707.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -665706.812500 Penalty: 4260.306641
	Iteration 32Q: 3 clusters Score -665706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -665708.187500 Penalty: 4260.306641
	Iteration 33Q: 3 clusters Score -665708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -665710.562500 Penalty: 4260.306641
	Iteration 34Q: 3 clusters Score -665710.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -665710.250000 Penalty: 4260.306641
	Iteration 35Q: 3 clusters Score -665710.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -665711.250000 Penalty: 4260.306641
	Iteration 36Q: 3 clusters Score -665711.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -665711.437500 Penalty: 4260.306641
	Iteration 37Q: 3 clusters Score -665711.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -665712.937500 Penalty: 4260.306641
	Iteration 38Q: 3 clusters Score -665712.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -665713.687500 Penalty: 4260.306641
	Iteration 39Q: 3 clusters Score -665713.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -665717.625000 Penalty: 4260.306641
	Iteration 40F: 3 clusters Score -665717.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -665718.500000 Penalty: 4260.306641
	Iteration 41Q: 3 clusters Score -665718.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -665720.062500 Penalty: 4260.306641
	Iteration 42Q: 3 clusters Score -665720.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -665720.750000 Penalty: 4260.306641
	Iteration 43Q: 3 clusters Score -665720.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -665721.187500 Penalty: 4260.306641
	Iteration 44Q: 3 clusters Score -665721.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -665722.187500 Penalty: 4260.306641
	Iteration 45Q: 3 clusters Score -665722.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -665722.937500 Penalty: 4260.306641
	Iteration 46Q: 3 clusters Score -665722.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -665722.750000 Penalty: 4260.306641
	Iteration 47Q: 3 clusters Score -665722.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -665722.937500 Penalty: 4260.306641
	Iteration 48Q: 3 clusters Score -665722.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -665723.437500 Penalty: 4260.306641
	Iteration 49Q: 3 clusters Score -665723.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -665724.625000 Penalty: 4260.306641
	Iteration 50Q: 3 clusters Score -665724.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -665724.937500 Penalty: 4260.306641
	Iteration 51Q: 3 clusters Score -665724.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -665726.937500 Penalty: 4260.306641
	Iteration 52Q: 3 clusters Score -665726.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -665729.125000 Penalty: 4260.306641
	Iteration 53Q: 3 clusters Score -665729.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -665729.937500 Penalty: 4260.306641
	Iteration 54Q: 3 clusters Score -665729.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -665730.187500 Penalty: 4260.306641
	Iteration 55Q: 3 clusters Score -665730.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -665731.875000 Penalty: 4260.306641
	Iteration 56Q: 3 clusters Score -665731.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -665731.250000 Penalty: 4260.306641
	Iteration 57Q: 3 clusters Score -665731.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -665733.500000 Penalty: 4260.306641
	Iteration 58Q: 3 clusters Score -665733.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -665734.937500 Penalty: 4260.306641
	Iteration 59Q: 3 clusters Score -665734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -665734.750000 Penalty: 4260.306641
	Iteration 60F: 3 clusters Score -665734.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -665735.875000 Penalty: 4260.306641
	Iteration 61Q: 3 clusters Score -665735.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -665736.500000 Penalty: 4260.306641
	Iteration 62Q: 3 clusters Score -665736.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -665736.000000 Penalty: 4260.306641
	Iteration 63Q: 3 clusters Score -665736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -665736.875000 Penalty: 4260.306641
	Iteration 64Q: 3 clusters Score -665736.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -665738.500000 Penalty: 4260.306641
	Iteration 65Q: 3 clusters Score -665738.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -665737.437500 Penalty: 4260.306641
	Iteration 66Q: 3 clusters Score -665737.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -665737.500000 Penalty: 4260.306641
	Iteration 67Q: 3 clusters Score -665737.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -665738.562500 Penalty: 4260.306641
	Iteration 68Q: 3 clusters Score -665738.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -665738.437500 Penalty: 4260.306641
	Iteration 69Q: 3 clusters Score -665738.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -665738.062500 Penalty: 4260.306641
	Iteration 70Q: 3 clusters Score -665738.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -665741.625000 Penalty: 4260.306641
	Iteration 71Q: 3 clusters Score -665741.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -665743.125000 Penalty: 4260.306641
	Iteration 72Q: 3 clusters Score -665743.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -665744.750000 Penalty: 4260.306641
	Iteration 73Q: 3 clusters Score -665744.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -665744.812500 Penalty: 4260.306641
	Iteration 74Q: 3 clusters Score -665744.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -665746.562500 Penalty: 4260.306641
	Iteration 75Q: 3 clusters Score -665746.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -665750.437500 Penalty: 4260.306641
	Iteration 76Q: 3 clusters Score -665750.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -665751.062500 Penalty: 4260.306641
	Iteration 77Q: 3 clusters Score -665751.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -665754.000000 Penalty: 4260.306641
	Iteration 78Q: 3 clusters Score -665754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -665755.625000 Penalty: 4260.306641
	Iteration 79Q: 3 clusters Score -665755.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -665758.687500 Penalty: 4260.306641
	Iteration 80F: 3 clusters Score -665758.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -665759.062500 Penalty: 4260.306641
	Iteration 81Q: 3 clusters Score -665759.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -665760.500000 Penalty: 4260.306641
	Iteration 82Q: 3 clusters Score -665760.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -665762.062500 Penalty: 4260.306641
	Iteration 83Q: 3 clusters Score -665762.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -665764.000000 Penalty: 4260.306641
	Iteration 84Q: 3 clusters Score -665764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -665764.750000 Penalty: 4260.306641
	Iteration 85Q: 3 clusters Score -665764.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -665766.625000 Penalty: 4260.306641
	Iteration 86Q: 3 clusters Score -665766.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -665767.312500 Penalty: 4260.306641
	Iteration 87Q: 3 clusters Score -665767.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -665768.625000 Penalty: 4260.306641
	Iteration 88Q: 3 clusters Score -665768.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -665769.812500 Penalty: 4260.306641
	Iteration 89Q: 3 clusters Score -665769.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -665769.812500 Penalty: 4260.306641
	Iteration 90F: 3 clusters Score -665769.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -56085.199219 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -56085.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54620.253906 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -54620.25 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -55144.406250 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -55144.41 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55634.937500 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -55634.94 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56099.535156 Penalty: 3178.630371
	Iteration 3F: 3 clusters Score -56099.54 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56365.917969 Penalty: 3178.630371
	Iteration 4F: 3 clusters Score -56365.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -56551.542969 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -56551.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -56797.929688 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -56797.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -57028.375000 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -57028.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -57298.257812 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -57298.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57388.050781 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -57388.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57388.050781 Penalty: 3178.630371
	Iteration 10F: 3 clusters Score -57388.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 65714 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 46412 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 190 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5374 members 
Mstep: Class 10 contains 642 members 
Mstep: Class 11 contains 382 members 
Mstep: Class 12 contains 178972 members 
Mstep: Class 13 contains 176805 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223405 members 
Mstep: Class 16 contains 7636 members 
Mstep: Class 17 contains 32534 members 
Mstep: Class 18 contains 51250 members 
Mstep: Class 19 contains 161377 members 
Mstep: Class 20 contains 225 members 
Entering Unmasked Estep 
Score: -119294432.000000 Penalty: 68348.125000
Splitting cluster 11 changes total score from -119294872.000000 to -119294432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (178972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178972 members 
Entering Unmasked Estep 
Score: -22480328.000000 Penalty: 2999.556396
	Iteration 0F: 2 clusters Score -2.248033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89414 members 
Mstep: Class 2 contains 89558 members 
Entering Unmasked Estep 
Score: -22361314.000000 Penalty: 5999.112793
	Iteration 0F: 3 clusters Score -2.236131e+07 nChanged 85873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88281 members 
Mstep: Class 2 contains 90691 members 
Entering Unmasked Estep 
Score: -22412236.000000 Penalty: 5999.112793
	Iteration 1F: 3 clusters Score -2.241224e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88188 members 
Mstep: Class 2 contains 90784 members 
Entering Unmasked Estep 
Score: -22414144.000000 Penalty: 5999.112793
	Iteration 2Q: 3 clusters Score -2.241414e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 90656 members 
Entering Unmasked Estep 
Score: -22416642.000000 Penalty: 5999.112793
	Iteration 3Q: 3 clusters Score -2.241664e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89059 members 
Mstep: Class 2 contains 89913 members 
Entering Unmasked Estep 
Score: -22420572.000000 Penalty: 5999.112793
	Iteration 4Q: 3 clusters Score -2.242057e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90514 members 
Mstep: Class 2 contains 88458 members 
Entering Unmasked Estep 
Score: -22425270.000000 Penalty: 5999.112793
	Iteration 5F: 3 clusters Score -2.242527e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 85995 members 
Entering Unmasked Estep 
Score: -22432356.000000 Penalty: 5999.112793
	Iteration 6F: 3 clusters Score -2.243236e+07 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96272 members 
Mstep: Class 2 contains 82700 members 
Entering Unmasked Estep 
Score: -22441582.000000 Penalty: 5999.112793
	Iteration 7F: 3 clusters Score -2.244158e+07 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99504 members 
Mstep: Class 2 contains 79468 members 
Entering Unmasked Estep 
Score: -22449922.000000 Penalty: 5999.112793
	Iteration 8F: 3 clusters Score -2.244992e+07 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102008 members 
Mstep: Class 2 contains 76964 members 
Entering Unmasked Estep 
Score: -22454290.000000 Penalty: 5999.112793
	Iteration 9F: 3 clusters Score -2.245429e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104231 members 
Mstep: Class 2 contains 74741 members 
Entering Unmasked Estep 
Score: -22455984.000000 Penalty: 5999.112793
	Iteration 10Q: 3 clusters Score -2.245598e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106402 members 
Mstep: Class 2 contains 72570 members 
Entering Unmasked Estep 
Score: -22456664.000000 Penalty: 5999.112793
	Iteration 11Q: 3 clusters Score -2.245666e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108719 members 
Mstep: Class 2 contains 70253 members 
Entering Unmasked Estep 
Score: -22457088.000000 Penalty: 5999.112793
	Iteration 12Q: 3 clusters Score -2.245709e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111188 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -22457784.000000 Penalty: 5999.112793
	Iteration 13Q: 3 clusters Score -2.245778e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113811 members 
Mstep: Class 2 contains 65161 members 
Entering Unmasked Estep 
Score: -22458486.000000 Penalty: 5999.112793
	Iteration 14Q: 3 clusters Score -2.245849e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116630 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -22459340.000000 Penalty: 5999.112793
	Iteration 15Q: 3 clusters Score -2.245934e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119588 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -22460174.000000 Penalty: 5999.112793
	Iteration 16Q: 3 clusters Score -2.246017e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122732 members 
Mstep: Class 2 contains 56240 members 
Entering Unmasked Estep 
Score: -22461274.000000 Penalty: 5999.112793
	Iteration 17Q: 3 clusters Score -2.246127e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126047 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -22462478.000000 Penalty: 5999.112793
	Iteration 18Q: 3 clusters Score -2.246248e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129338 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -22463724.000000 Penalty: 5999.112793
	Iteration 19Q: 3 clusters Score -2.246372e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132676 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
Score: -22465132.000000 Penalty: 5999.112793
	Iteration 20F: 3 clusters Score -2.246513e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135938 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -22466538.000000 Penalty: 5999.112793
	Iteration 21Q: 3 clusters Score -2.246654e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139015 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -22467810.000000 Penalty: 5999.112793
	Iteration 22Q: 3 clusters Score -2.246781e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141952 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -22469082.000000 Penalty: 5999.112793
	Iteration 23Q: 3 clusters Score -2.246908e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144761 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -22469970.000000 Penalty: 5999.112793
	Iteration 24Q: 3 clusters Score -2.246997e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147370 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -22470912.000000 Penalty: 5999.112793
	Iteration 25Q: 3 clusters Score -2.247091e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149863 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -22471854.000000 Penalty: 5999.112793
	Iteration 26Q: 3 clusters Score -2.247185e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152176 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -22472728.000000 Penalty: 5999.112793
	Iteration 27Q: 3 clusters Score -2.247273e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154359 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -22473352.000000 Penalty: 5999.112793
	Iteration 28Q: 3 clusters Score -2.247335e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156355 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -22474008.000000 Penalty: 5999.112793
	Iteration 29Q: 3 clusters Score -2.247401e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158274 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -22474552.000000 Penalty: 5999.112793
	Iteration 30Q: 3 clusters Score -2.247455e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160083 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -22475008.000000 Penalty: 5999.112793
	Iteration 31Q: 3 clusters Score -2.247501e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161764 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -22475396.000000 Penalty: 5999.112793
	Iteration 32Q: 3 clusters Score -2.24754e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163294 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -22475832.000000 Penalty: 5999.112793
	Iteration 33Q: 3 clusters Score -2.247583e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164756 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -22476298.000000 Penalty: 5999.112793
	Iteration 34Q: 3 clusters Score -2.24763e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166022 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -22476544.000000 Penalty: 5999.112793
	Iteration 35Q: 3 clusters Score -2.247654e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167160 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -22476908.000000 Penalty: 5999.112793
	Iteration 36Q: 3 clusters Score -2.247691e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168216 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -22477136.000000 Penalty: 5999.112793
	Iteration 37Q: 3 clusters Score -2.247714e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169171 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -22477348.000000 Penalty: 5999.112793
	Iteration 38Q: 3 clusters Score -2.247735e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170055 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -22477544.000000 Penalty: 5999.112793
	Iteration 39Q: 3 clusters Score -2.247754e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170887 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -22477658.000000 Penalty: 5999.112793
	Iteration 40F: 3 clusters Score -2.247766e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171665 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -22477760.000000 Penalty: 5999.112793
	Iteration 41Q: 3 clusters Score -2.247776e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172372 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -22477908.000000 Penalty: 5999.112793
	Iteration 42Q: 3 clusters Score -2.247791e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172974 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -22478082.000000 Penalty: 5999.112793
	Iteration 43Q: 3 clusters Score -2.247808e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173487 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -22478146.000000 Penalty: 5999.112793
	Iteration 44Q: 3 clusters Score -2.247815e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173925 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -22478260.000000 Penalty: 5999.112793
	Iteration 45Q: 3 clusters Score -2.247826e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174299 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -22478248.000000 Penalty: 5999.112793
	Iteration 46Q: 3 clusters Score -2.247825e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174614 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -22478354.000000 Penalty: 5999.112793
	Iteration 47Q: 3 clusters Score -2.247835e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174896 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -22478410.000000 Penalty: 5999.112793
	Iteration 48Q: 3 clusters Score -2.247841e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175131 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -22478450.000000 Penalty: 5999.112793
	Iteration 49Q: 3 clusters Score -2.247845e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175331 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -22478500.000000 Penalty: 5999.112793
	Iteration 50Q: 3 clusters Score -2.24785e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175492 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -22478512.000000 Penalty: 5999.112793
	Iteration 51Q: 3 clusters Score -2.247851e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175636 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -22478526.000000 Penalty: 5999.112793
	Iteration 52Q: 3 clusters Score -2.247853e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175757 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -22478582.000000 Penalty: 5999.112793
	Iteration 53Q: 3 clusters Score -2.247858e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175873 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -22478592.000000 Penalty: 5999.112793
	Iteration 54Q: 3 clusters Score -2.247859e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175981 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -22478574.000000 Penalty: 5999.112793
	Iteration 55Q: 3 clusters Score -2.247857e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176064 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -22478592.000000 Penalty: 5999.112793
	Iteration 56Q: 3 clusters Score -2.247859e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176127 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -22478630.000000 Penalty: 5999.112793
	Iteration 57Q: 3 clusters Score -2.247863e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176186 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -22478622.000000 Penalty: 5999.112793
	Iteration 58Q: 3 clusters Score -2.247862e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176246 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -22478602.000000 Penalty: 5999.112793
	Iteration 59Q: 3 clusters Score -2.24786e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176293 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -22478608.000000 Penalty: 5999.112793
	Iteration 60F: 3 clusters Score -2.247861e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176349 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -22478600.000000 Penalty: 5999.112793
	Iteration 61Q: 3 clusters Score -2.24786e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176390 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -22478610.000000 Penalty: 5999.112793
	Iteration 62Q: 3 clusters Score -2.247861e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176432 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -22478626.000000 Penalty: 5999.112793
	Iteration 63Q: 3 clusters Score -2.247863e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176468 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -22478614.000000 Penalty: 5999.112793
	Iteration 64Q: 3 clusters Score -2.247861e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176498 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -22478628.000000 Penalty: 5999.112793
	Iteration 65Q: 3 clusters Score -2.247863e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176527 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -22478618.000000 Penalty: 5999.112793
	Iteration 66Q: 3 clusters Score -2.247862e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176552 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -22478628.000000 Penalty: 5999.112793
	Iteration 67Q: 3 clusters Score -2.247863e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176572 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -22478624.000000 Penalty: 5999.112793
	Iteration 68Q: 3 clusters Score -2.247862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176578 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -22478636.000000 Penalty: 5999.112793
	Iteration 69Q: 3 clusters Score -2.247864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176582 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -22478642.000000 Penalty: 5999.112793
	Iteration 70Q: 3 clusters Score -2.247864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176585 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -22478648.000000 Penalty: 5999.112793
	Iteration 71Q: 3 clusters Score -2.247865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176588 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -22478634.000000 Penalty: 5999.112793
	Iteration 72Q: 3 clusters Score -2.247863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176590 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -22478634.000000 Penalty: 5999.112793
	Iteration 73Q: 3 clusters Score -2.247863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176594 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -22478620.000000 Penalty: 5999.112793
	Iteration 74Q: 3 clusters Score -2.247862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176597 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -22478634.000000 Penalty: 5999.112793
	Iteration 75Q: 3 clusters Score -2.247863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176599 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -22478640.000000 Penalty: 5999.112793
	Iteration 76Q: 3 clusters Score -2.247864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176599 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -22478640.000000 Penalty: 5999.112793
	Iteration 77F: 3 clusters Score -2.247864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (176805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176805 members 
Entering Unmasked Estep 
Score: -22289776.000000 Penalty: 2996.535156
	Iteration 0F: 2 clusters Score -2.228978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88770 members 
Mstep: Class 2 contains 88035 members 
Entering Unmasked Estep 
Score: -22173646.000000 Penalty: 5993.070312
	Iteration 0F: 3 clusters Score -2.217365e+07 nChanged 84424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93268 members 
Mstep: Class 2 contains 83537 members 
Entering Unmasked Estep 
Score: -22222818.000000 Penalty: 5993.070312
	Iteration 1F: 3 clusters Score -2.222282e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96495 members 
Mstep: Class 2 contains 80310 members 
Entering Unmasked Estep 
Score: -22224480.000000 Penalty: 5993.070312
	Iteration 2Q: 3 clusters Score -2.222448e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101487 members 
Mstep: Class 2 contains 75318 members 
Entering Unmasked Estep 
Score: -22226926.000000 Penalty: 5993.070312
	Iteration 3Q: 3 clusters Score -2.222693e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108830 members 
Mstep: Class 2 contains 67975 members 
Entering Unmasked Estep 
Score: -22231390.000000 Penalty: 5993.070312
	Iteration 4Q: 3 clusters Score -2.223139e+07 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119239 members 
Mstep: Class 2 contains 57566 members 
Entering Unmasked Estep 
Score: -22238466.000000 Penalty: 5993.070312
	Iteration 5F: 3 clusters Score -2.223847e+07 nChanged 14012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132565 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -22250092.000000 Penalty: 5993.070312
	Iteration 6F: 3 clusters Score -2.225009e+07 nChanged 14721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146806 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -22263232.000000 Penalty: 5993.070312
	Iteration 7F: 3 clusters Score -2.226323e+07 nChanged 12265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158813 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -22274886.000000 Penalty: 5993.070312
	Iteration 8F: 3 clusters Score -2.227489e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166741 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -22281770.000000 Penalty: 5993.070312
	Iteration 9Q: 3 clusters Score -2.228177e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171015 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -22285132.000000 Penalty: 5993.070312
	Iteration 10Q: 3 clusters Score -2.228513e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173176 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -22286680.000000 Penalty: 5993.070312
	Iteration 11Q: 3 clusters Score -2.228668e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174211 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -22287280.000000 Penalty: 5993.070312
	Iteration 12Q: 3 clusters Score -2.228728e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174785 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -22287528.000000 Penalty: 5993.070312
	Iteration 13Q: 3 clusters Score -2.228753e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175097 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -22287724.000000 Penalty: 5993.070312
	Iteration 14Q: 3 clusters Score -2.228772e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175305 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -22287850.000000 Penalty: 5993.070312
	Iteration 15Q: 3 clusters Score -2.228785e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175417 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -22287902.000000 Penalty: 5993.070312
	Iteration 16Q: 3 clusters Score -2.22879e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175506 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -22287918.000000 Penalty: 5993.070312
	Iteration 17Q: 3 clusters Score -2.228792e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175559 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -22287960.000000 Penalty: 5993.070312
	Iteration 18Q: 3 clusters Score -2.228796e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175601 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -22287948.000000 Penalty: 5993.070312
	Iteration 19Q: 3 clusters Score -2.228795e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175628 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -22287986.000000 Penalty: 5993.070312
	Iteration 20F: 3 clusters Score -2.228799e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175651 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -22288024.000000 Penalty: 5993.070312
	Iteration 21Q: 3 clusters Score -2.228802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175658 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -22288002.000000 Penalty: 5993.070312
	Iteration 22Q: 3 clusters Score -2.2288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175673 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -22288014.000000 Penalty: 5993.070312
	Iteration 23Q: 3 clusters Score -2.228801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175689 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -22288026.000000 Penalty: 5993.070312
	Iteration 24Q: 3 clusters Score -2.228803e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175702 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -22288032.000000 Penalty: 5993.070312
	Iteration 25Q: 3 clusters Score -2.228803e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175712 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -22288034.000000 Penalty: 5993.070312
	Iteration 26Q: 3 clusters Score -2.228803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175724 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -22288054.000000 Penalty: 5993.070312
	Iteration 27Q: 3 clusters Score -2.228805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175729 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -22288054.000000 Penalty: 5993.070312
	Iteration 28Q: 3 clusters Score -2.228805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175726 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -22288052.000000 Penalty: 5993.070312
	Iteration 29Q: 3 clusters Score -2.228805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175725 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -22288048.000000 Penalty: 5993.070312
	Iteration 30Q: 3 clusters Score -2.228805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175725 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -22288048.000000 Penalty: 5993.070312
	Iteration 31Q: 3 clusters Score -2.228805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175726 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -22288054.000000 Penalty: 5993.070312
	Iteration 32Q: 3 clusters Score -2.228805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175726 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -22288062.000000 Penalty: 5993.070312
	Iteration 33Q: 3 clusters Score -2.228806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175728 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -22288048.000000 Penalty: 5993.070312
	Iteration 34Q: 3 clusters Score -2.228805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175730 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -22288048.000000 Penalty: 5993.070312
	Iteration 35Q: 3 clusters Score -2.228805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175730 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -22288048.000000 Penalty: 5993.070312
	Iteration 36F: 3 clusters Score -2.228805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -76319.570312 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -76319.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -74693.296875 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -74693.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -75592.859375 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -75592.86 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -76094.929688 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -76094.93 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76605.257812 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -76605.26 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -76985.843750 Penalty: 3329.023193
	Iteration 4F: 3 clusters Score -76985.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -77183.617188 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -77183.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -77355.218750 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -77355.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -77511.148438 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -77511.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -77681.218750 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -77681.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -77719.062500 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -77719.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -77721.257812 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -77721.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -77721.257812 Penalty: 3329.023193
	Iteration 11F: 3 clusters Score -77721.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 65714 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 46412 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 190 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5374 members 
Mstep: Class 10 contains 642 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 178972 members 
Mstep: Class 13 contains 176805 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 15 contains 223405 members 
Mstep: Class 16 contains 7636 members 
Mstep: Class 17 contains 32534 members 
Mstep: Class 18 contains 51250 members 
Mstep: Class 19 contains 161377 members 
Mstep: Class 20 contains 537 members 
Entering Unmasked Estep 
Score: -119294528.000000 Penalty: 68348.125000
Splitting cluster 14 changes total score from -119294872.000000 to -119294528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (223405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223405 members 
Entering Unmasked Estep 
Score: -28065230.000000 Penalty: 3054.552002
	Iteration 0F: 2 clusters Score -2.806523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111658 members 
Mstep: Class 2 contains 111747 members 
Entering Unmasked Estep 
Score: -27919392.000000 Penalty: 6109.104004
	Iteration 0F: 3 clusters Score -2.791939e+07 nChanged 108051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111229 members 
Mstep: Class 2 contains 112176 members 
Entering Unmasked Estep 
Score: -27982612.000000 Penalty: 6109.104004
	Iteration 1F: 3 clusters Score -2.798261e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110733 members 
Mstep: Class 2 contains 112672 members 
Entering Unmasked Estep 
Score: -27983478.000000 Penalty: 6109.104004
	Iteration 2Q: 3 clusters Score -2.798348e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110071 members 
Mstep: Class 2 contains 113334 members 
Entering Unmasked Estep 
Score: -27984388.000000 Penalty: 6109.104004
	Iteration 3Q: 3 clusters Score -2.798439e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109098 members 
Mstep: Class 2 contains 114307 members 
Entering Unmasked Estep 
Score: -27985184.000000 Penalty: 6109.104004
	Iteration 4Q: 3 clusters Score -2.798518e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107609 members 
Mstep: Class 2 contains 115796 members 
Entering Unmasked Estep 
Score: -27986366.000000 Penalty: 6109.104004
	Iteration 5Q: 3 clusters Score -2.798637e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105099 members 
Mstep: Class 2 contains 118306 members 
Entering Unmasked Estep 
Score: -27988174.000000 Penalty: 6109.104004
	Iteration 6Q: 3 clusters Score -2.798817e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101488 members 
Mstep: Class 2 contains 121917 members 
Entering Unmasked Estep 
Score: -27990912.000000 Penalty: 6109.104004
	Iteration 7Q: 3 clusters Score -2.799091e+07 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96508 members 
Mstep: Class 2 contains 126897 members 
Entering Unmasked Estep 
Score: -27996090.000000 Penalty: 6109.104004
	Iteration 8Q: 3 clusters Score -2.799609e+07 nChanged 12166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90388 members 
Mstep: Class 2 contains 133017 members 
Entering Unmasked Estep 
Score: -28004530.000000 Penalty: 6109.104004
	Iteration 9F: 3 clusters Score -2.800453e+07 nChanged 14609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84139 members 
Mstep: Class 2 contains 139266 members 
Entering Unmasked Estep 
Score: -28016298.000000 Penalty: 6109.104004
	Iteration 10F: 3 clusters Score -2.80163e+07 nChanged 14388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79215 members 
Mstep: Class 2 contains 144190 members 
Entering Unmasked Estep 
Score: -28026516.000000 Penalty: 6109.104004
	Iteration 11F: 3 clusters Score -2.802652e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75758 members 
Mstep: Class 2 contains 147647 members 
Entering Unmasked Estep 
Score: -28031204.000000 Penalty: 6109.104004
	Iteration 12Q: 3 clusters Score -2.80312e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72669 members 
Mstep: Class 2 contains 150736 members 
Entering Unmasked Estep 
Score: -28033216.000000 Penalty: 6109.104004
	Iteration 13Q: 3 clusters Score -2.803322e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69369 members 
Mstep: Class 2 contains 154036 members 
Entering Unmasked Estep 
Score: -28034598.000000 Penalty: 6109.104004
	Iteration 14Q: 3 clusters Score -2.80346e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65868 members 
Mstep: Class 2 contains 157537 members 
Entering Unmasked Estep 
Score: -28035824.000000 Penalty: 6109.104004
	Iteration 15Q: 3 clusters Score -2.803582e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 161373 members 
Entering Unmasked Estep 
Score: -28037246.000000 Penalty: 6109.104004
	Iteration 16Q: 3 clusters Score -2.803725e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 165845 members 
Entering Unmasked Estep 
Score: -28038918.000000 Penalty: 6109.104004
	Iteration 17Q: 3 clusters Score -2.803892e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 170862 members 
Entering Unmasked Estep 
Score: -28040944.000000 Penalty: 6109.104004
	Iteration 18Q: 3 clusters Score -2.804094e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 176213 members 
Entering Unmasked Estep 
Score: -28043402.000000 Penalty: 6109.104004
	Iteration 19Q: 3 clusters Score -2.80434e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 181802 members 
Entering Unmasked Estep 
Score: -28046054.000000 Penalty: 6109.104004
	Iteration 20F: 3 clusters Score -2.804605e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 187398 members 
Entering Unmasked Estep 
Score: -28049164.000000 Penalty: 6109.104004
	Iteration 21Q: 3 clusters Score -2.804916e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 192705 members 
Entering Unmasked Estep 
Score: -28051936.000000 Penalty: 6109.104004
	Iteration 22Q: 3 clusters Score -2.805194e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 197479 members 
Entering Unmasked Estep 
Score: -28054688.000000 Penalty: 6109.104004
	Iteration 23Q: 3 clusters Score -2.805469e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 201532 members 
Entering Unmasked Estep 
Score: -28057392.000000 Penalty: 6109.104004
	Iteration 24Q: 3 clusters Score -2.805739e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 204677 members 
Entering Unmasked Estep 
Score: -28059510.000000 Penalty: 6109.104004
	Iteration 25Q: 3 clusters Score -2.805951e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 206960 members 
Entering Unmasked Estep 
Score: -28060900.000000 Penalty: 6109.104004
	Iteration 26Q: 3 clusters Score -2.80609e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 208654 members 
Entering Unmasked Estep 
Score: -28061956.000000 Penalty: 6109.104004
	Iteration 27Q: 3 clusters Score -2.806196e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 209969 members 
Entering Unmasked Estep 
Score: -28062684.000000 Penalty: 6109.104004
	Iteration 28Q: 3 clusters Score -2.806268e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 211013 members 
Entering Unmasked Estep 
Score: -28063042.000000 Penalty: 6109.104004
	Iteration 29Q: 3 clusters Score -2.806304e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 211840 members 
Entering Unmasked Estep 
Score: -28063412.000000 Penalty: 6109.104004
	Iteration 30Q: 3 clusters Score -2.806341e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 212545 members 
Entering Unmasked Estep 
Score: -28063566.000000 Penalty: 6109.104004
	Iteration 31Q: 3 clusters Score -2.806357e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 213154 members 
Entering Unmasked Estep 
Score: -28063598.000000 Penalty: 6109.104004
	Iteration 32Q: 3 clusters Score -2.80636e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 213702 members 
Entering Unmasked Estep 
Score: -28063626.000000 Penalty: 6109.104004
	Iteration 33Q: 3 clusters Score -2.806363e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 214223 members 
Entering Unmasked Estep 
Score: -28063726.000000 Penalty: 6109.104004
	Iteration 34Q: 3 clusters Score -2.806373e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 214664 members 
Entering Unmasked Estep 
Score: -28063702.000000 Penalty: 6109.104004
	Iteration 35Q: 3 clusters Score -2.80637e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 215062 members 
Entering Unmasked Estep 
Score: -28063640.000000 Penalty: 6109.104004
	Iteration 36Q: 3 clusters Score -2.806364e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 215428 members 
Entering Unmasked Estep 
Score: -28063526.000000 Penalty: 6109.104004
	Iteration 37Q: 3 clusters Score -2.806353e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 215773 members 
Entering Unmasked Estep 
Score: -28063506.000000 Penalty: 6109.104004
	Iteration 38Q: 3 clusters Score -2.806351e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 216106 members 
Entering Unmasked Estep 
Score: -28063488.000000 Penalty: 6109.104004
	Iteration 39Q: 3 clusters Score -2.806349e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 216401 members 
Entering Unmasked Estep 
Score: -28063548.000000 Penalty: 6109.104004
	Iteration 40F: 3 clusters Score -2.806355e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 216605 members 
Entering Unmasked Estep 
Score: -28063576.000000 Penalty: 6109.104004
	Iteration 41Q: 3 clusters Score -2.806358e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 216822 members 
Entering Unmasked Estep 
Score: -28063566.000000 Penalty: 6109.104004
	Iteration 42Q: 3 clusters Score -2.806357e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 217010 members 
Entering Unmasked Estep 
Score: -28063588.000000 Penalty: 6109.104004
	Iteration 43Q: 3 clusters Score -2.806359e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 217184 members 
Entering Unmasked Estep 
Score: -28063556.000000 Penalty: 6109.104004
	Iteration 44Q: 3 clusters Score -2.806356e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 217373 members 
Entering Unmasked Estep 
Score: -28063566.000000 Penalty: 6109.104004
	Iteration 45Q: 3 clusters Score -2.806357e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 217545 members 
Entering Unmasked Estep 
Score: -28063580.000000 Penalty: 6109.104004
	Iteration 46Q: 3 clusters Score -2.806358e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 217726 members 
Entering Unmasked Estep 
Score: -28063600.000000 Penalty: 6109.104004
	Iteration 47Q: 3 clusters Score -2.80636e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 217876 members 
Entering Unmasked Estep 
Score: -28063542.000000 Penalty: 6109.104004
	Iteration 48Q: 3 clusters Score -2.806354e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 218023 members 
Entering Unmasked Estep 
Score: -28063526.000000 Penalty: 6109.104004
	Iteration 49Q: 3 clusters Score -2.806353e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 218167 members 
Entering Unmasked Estep 
Score: -28063514.000000 Penalty: 6109.104004
	Iteration 50Q: 3 clusters Score -2.806351e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 218276 members 
Entering Unmasked Estep 
Score: -28063488.000000 Penalty: 6109.104004
	Iteration 51Q: 3 clusters Score -2.806349e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 218368 members 
Entering Unmasked Estep 
Score: -28063504.000000 Penalty: 6109.104004
	Iteration 52Q: 3 clusters Score -2.80635e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 218450 members 
Entering Unmasked Estep 
Score: -28063492.000000 Penalty: 6109.104004
	Iteration 53Q: 3 clusters Score -2.806349e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 218529 members 
Entering Unmasked Estep 
Score: -28063472.000000 Penalty: 6109.104004
	Iteration 54Q: 3 clusters Score -2.806347e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 218620 members 
Entering Unmasked Estep 
Score: -28063478.000000 Penalty: 6109.104004
	Iteration 55Q: 3 clusters Score -2.806348e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 218709 members 
Entering Unmasked Estep 
Score: -28063480.000000 Penalty: 6109.104004
	Iteration 56Q: 3 clusters Score -2.806348e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 218790 members 
Entering Unmasked Estep 
Score: -28063430.000000 Penalty: 6109.104004
	Iteration 57Q: 3 clusters Score -2.806343e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 218851 members 
Entering Unmasked Estep 
Score: -28063400.000000 Penalty: 6109.104004
	Iteration 58Q: 3 clusters Score -2.80634e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 218910 members 
Entering Unmasked Estep 
Score: -28063432.000000 Penalty: 6109.104004
	Iteration 59Q: 3 clusters Score -2.806343e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 218973 members 
Entering Unmasked Estep 
Score: -28063424.000000 Penalty: 6109.104004
	Iteration 60F: 3 clusters Score -2.806342e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 219030 members 
Entering Unmasked Estep 
Score: -28063396.000000 Penalty: 6109.104004
	Iteration 61Q: 3 clusters Score -2.80634e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 219093 members 
Entering Unmasked Estep 
Score: -28063390.000000 Penalty: 6109.104004
	Iteration 62Q: 3 clusters Score -2.806339e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 219156 members 
Entering Unmasked Estep 
Score: -28063348.000000 Penalty: 6109.104004
	Iteration 63Q: 3 clusters Score -2.806335e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 219210 members 
Entering Unmasked Estep 
Score: -28063376.000000 Penalty: 6109.104004
	Iteration 64Q: 3 clusters Score -2.806338e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 219258 members 
Entering Unmasked Estep 
Score: -28063342.000000 Penalty: 6109.104004
	Iteration 65Q: 3 clusters Score -2.806334e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 219294 members 
Entering Unmasked Estep 
Score: -28063328.000000 Penalty: 6109.104004
	Iteration 66Q: 3 clusters Score -2.806333e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 219318 members 
Entering Unmasked Estep 
Score: -28063336.000000 Penalty: 6109.104004
	Iteration 67Q: 3 clusters Score -2.806334e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 219353 members 
Entering Unmasked Estep 
Score: -28063380.000000 Penalty: 6109.104004
	Iteration 68Q: 3 clusters Score -2.806338e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 219390 members 
Entering Unmasked Estep 
Score: -28063392.000000 Penalty: 6109.104004
	Iteration 69Q: 3 clusters Score -2.806339e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 219422 members 
Entering Unmasked Estep 
Score: -28063386.000000 Penalty: 6109.104004
	Iteration 70Q: 3 clusters Score -2.806339e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 219454 members 
Entering Unmasked Estep 
Score: -28063392.000000 Penalty: 6109.104004
	Iteration 71Q: 3 clusters Score -2.806339e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 219486 members 
Entering Unmasked Estep 
Score: -28063414.000000 Penalty: 6109.104004
	Iteration 72Q: 3 clusters Score -2.806341e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 219512 members 
Entering Unmasked Estep 
Score: -28063360.000000 Penalty: 6109.104004
	Iteration 73Q: 3 clusters Score -2.806336e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 219537 members 
Entering Unmasked Estep 
Score: -28063374.000000 Penalty: 6109.104004
	Iteration 74Q: 3 clusters Score -2.806337e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 219566 members 
Entering Unmasked Estep 
Score: -28063368.000000 Penalty: 6109.104004
	Iteration 75Q: 3 clusters Score -2.806337e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 219590 members 
Entering Unmasked Estep 
Score: -28063382.000000 Penalty: 6109.104004
	Iteration 76Q: 3 clusters Score -2.806338e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 219618 members 
Entering Unmasked Estep 
Score: -28063368.000000 Penalty: 6109.104004
	Iteration 77Q: 3 clusters Score -2.806337e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 219635 members 
Entering Unmasked Estep 
Score: -28063358.000000 Penalty: 6109.104004
	Iteration 78Q: 3 clusters Score -2.806336e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 219659 members 
Entering Unmasked Estep 
Score: -28063358.000000 Penalty: 6109.104004
	Iteration 79Q: 3 clusters Score -2.806336e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 219682 members 
Entering Unmasked Estep 
Score: -28063352.000000 Penalty: 6109.104004
	Iteration 80F: 3 clusters Score -2.806335e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 219705 members 
Entering Unmasked Estep 
Score: -28063352.000000 Penalty: 6109.104004
	Iteration 81Q: 3 clusters Score -2.806335e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 219728 members 
Entering Unmasked Estep 
Score: -28063364.000000 Penalty: 6109.104004
	Iteration 82Q: 3 clusters Score -2.806336e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 219752 members 
Entering Unmasked Estep 
Score: -28063344.000000 Penalty: 6109.104004
	Iteration 83Q: 3 clusters Score -2.806334e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 219772 members 
Entering Unmasked Estep 
Score: -28063346.000000 Penalty: 6109.104004
	Iteration 84Q: 3 clusters Score -2.806335e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 219795 members 
Entering Unmasked Estep 
Score: -28063356.000000 Penalty: 6109.104004
	Iteration 85Q: 3 clusters Score -2.806336e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 219828 members 
Entering Unmasked Estep 
Score: -28063336.000000 Penalty: 6109.104004
	Iteration 86Q: 3 clusters Score -2.806334e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 219858 members 
Entering Unmasked Estep 
Score: -28063316.000000 Penalty: 6109.104004
	Iteration 87Q: 3 clusters Score -2.806332e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 219879 members 
Entering Unmasked Estep 
Score: -28063314.000000 Penalty: 6109.104004
	Iteration 88Q: 3 clusters Score -2.806331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 219891 members 
Entering Unmasked Estep 
Score: -28063312.000000 Penalty: 6109.104004
	Iteration 89Q: 3 clusters Score -2.806331e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 219905 members 
Entering Unmasked Estep 
Score: -28063284.000000 Penalty: 6109.104004
	Iteration 90Q: 3 clusters Score -2.806328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 219914 members 
Entering Unmasked Estep 
Score: -28063300.000000 Penalty: 6109.104004
	Iteration 91Q: 3 clusters Score -2.80633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 219923 members 
Entering Unmasked Estep 
Score: -28063288.000000 Penalty: 6109.104004
	Iteration 92Q: 3 clusters Score -2.806329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 219932 members 
Entering Unmasked Estep 
Score: -28063294.000000 Penalty: 6109.104004
	Iteration 93Q: 3 clusters Score -2.806329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 219940 members 
Entering Unmasked Estep 
Score: -28063296.000000 Penalty: 6109.104004
	Iteration 94Q: 3 clusters Score -2.80633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 219944 members 
Entering Unmasked Estep 
Score: -28063284.000000 Penalty: 6109.104004
	Iteration 95Q: 3 clusters Score -2.806328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 219949 members 
Entering Unmasked Estep 
Score: -28063296.000000 Penalty: 6109.104004
	Iteration 96Q: 3 clusters Score -2.80633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 219956 members 
Entering Unmasked Estep 
Score: -28063300.000000 Penalty: 6109.104004
	Iteration 97Q: 3 clusters Score -2.80633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 219961 members 
Entering Unmasked Estep 
Score: -28063294.000000 Penalty: 6109.104004
	Iteration 98Q: 3 clusters Score -2.806329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 219965 members 
Entering Unmasked Estep 
Score: -28063268.000000 Penalty: 6109.104004
	Iteration 99Q: 3 clusters Score -2.806327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 219965 members 
Entering Unmasked Estep 
Score: -28063268.000000 Penalty: 6109.104004
	Iteration 100F: 3 clusters Score -2.806327e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Entering Unmasked Estep 
Score: -919923.062500 Penalty: 2217.275879
	Iteration 0F: 2 clusters Score -919923.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -913808.750000 Penalty: 4434.551758
	Iteration 0F: 3 clusters Score -913808.8 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -915458.062500 Penalty: 4434.551758
	Iteration 1F: 3 clusters Score -915458.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -915855.312500 Penalty: 4434.551758
	Iteration 2F: 3 clusters Score -915855.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -916309.812500 Penalty: 4434.551758
	Iteration 3F: 3 clusters Score -916309.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -916835.000000 Penalty: 4434.551758
	Iteration 4F: 3 clusters Score -916835 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -917313.375000 Penalty: 4434.551758
	Iteration 5F: 3 clusters Score -917313.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -917691.750000 Penalty: 4434.551758
	Iteration 6F: 3 clusters Score -917691.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -918015.750000 Penalty: 4434.551758
	Iteration 7F: 3 clusters Score -918015.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -918263.000000 Penalty: 4434.551758
	Iteration 8Q: 3 clusters Score -918263 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -918442.750000 Penalty: 4434.551758
	Iteration 9Q: 3 clusters Score -918442.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -918574.187500 Penalty: 4434.551758
	Iteration 10Q: 3 clusters Score -918574.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -918662.187500 Penalty: 4434.551758
	Iteration 11Q: 3 clusters Score -918662.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -918722.687500 Penalty: 4434.551758
	Iteration 12Q: 3 clusters Score -918722.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -918768.375000 Penalty: 4434.551758
	Iteration 13Q: 3 clusters Score -918768.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -918802.500000 Penalty: 4434.551758
	Iteration 14Q: 3 clusters Score -918802.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -918824.000000 Penalty: 4434.551758
	Iteration 15Q: 3 clusters Score -918824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -918841.437500 Penalty: 4434.551758
	Iteration 16Q: 3 clusters Score -918841.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -918852.812500 Penalty: 4434.551758
	Iteration 17Q: 3 clusters Score -918852.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -918859.312500 Penalty: 4434.551758
	Iteration 18Q: 3 clusters Score -918859.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -918864.000000 Penalty: 4434.551758
	Iteration 19Q: 3 clusters Score -918864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -918869.812500 Penalty: 4434.551758
	Iteration 20F: 3 clusters Score -918869.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -918872.062500 Penalty: 4434.551758
	Iteration 21Q: 3 clusters Score -918872.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -918878.312500 Penalty: 4434.551758
	Iteration 22Q: 3 clusters Score -918878.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -918883.062500 Penalty: 4434.551758
	Iteration 23Q: 3 clusters Score -918883.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -918886.187500 Penalty: 4434.551758
	Iteration 24Q: 3 clusters Score -918886.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -918886.312500 Penalty: 4434.551758
	Iteration 25Q: 3 clusters Score -918886.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -918887.812500 Penalty: 4434.551758
	Iteration 26Q: 3 clusters Score -918887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -918888.875000 Penalty: 4434.551758
	Iteration 27Q: 3 clusters Score -918888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -918888.750000 Penalty: 4434.551758
	Iteration 28Q: 3 clusters Score -918888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -918888.750000 Penalty: 4434.551758
	Iteration 29F: 3 clusters Score -918888.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Entering Unmasked Estep 
Score: -4145916.000000 Penalty: 2576.730225
	Iteration 0F: 2 clusters Score -4145916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -4123543.000000 Penalty: 5153.460449
	Iteration 0F: 3 clusters Score -4123543 nChanged 14876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -4131668.000000 Penalty: 5153.460449
	Iteration 1F: 3 clusters Score -4131668 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -4132054.750000 Penalty: 5153.460449
	Iteration 2Q: 3 clusters Score -4132055 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -4132405.250000 Penalty: 5153.460449
	Iteration 3Q: 3 clusters Score -4132405 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -4132695.000000 Penalty: 5153.460449
	Iteration 4Q: 3 clusters Score -4132695 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -4133039.750000 Penalty: 5153.460449
	Iteration 5Q: 3 clusters Score -4133040 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -4133409.750000 Penalty: 5153.460449
	Iteration 6Q: 3 clusters Score -4133410 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -4133892.500000 Penalty: 5153.460449
	Iteration 7Q: 3 clusters Score -4133892 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4134576.000000 Penalty: 5153.460449
	Iteration 8Q: 3 clusters Score -4134576 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -4135308.250000 Penalty: 5153.460449
	Iteration 9Q: 3 clusters Score -4135308 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -4136185.500000 Penalty: 5153.460449
	Iteration 10Q: 3 clusters Score -4136186 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -4137150.500000 Penalty: 5153.460449
	Iteration 11Q: 3 clusters Score -4137150 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -4138169.250000 Penalty: 5153.460449
	Iteration 12Q: 3 clusters Score -4138169 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -4139095.000000 Penalty: 5153.460449
	Iteration 13Q: 3 clusters Score -4139095 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -4139780.500000 Penalty: 5153.460449
	Iteration 14Q: 3 clusters Score -4139780 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -4140215.500000 Penalty: 5153.460449
	Iteration 15Q: 3 clusters Score -4140216 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -4140443.500000 Penalty: 5153.460449
	Iteration 16Q: 3 clusters Score -4140444 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -4140642.750000 Penalty: 5153.460449
	Iteration 17Q: 3 clusters Score -4140643 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -4140755.000000 Penalty: 5153.460449
	Iteration 18Q: 3 clusters Score -4140755 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -4140877.250000 Penalty: 5153.460449
	Iteration 19Q: 3 clusters Score -4140877 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -4140975.000000 Penalty: 5153.460449
	Iteration 20F: 3 clusters Score -4140975 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -4141069.750000 Penalty: 5153.460449
	Iteration 21Q: 3 clusters Score -4141070 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -4141182.000000 Penalty: 5153.460449
	Iteration 22Q: 3 clusters Score -4141182 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -4141253.250000 Penalty: 5153.460449
	Iteration 23Q: 3 clusters Score -4141253 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -4141348.500000 Penalty: 5153.460449
	Iteration 24Q: 3 clusters Score -4141348 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -4141417.000000 Penalty: 5153.460449
	Iteration 25Q: 3 clusters Score -4141417 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -4141491.750000 Penalty: 5153.460449
	Iteration 26Q: 3 clusters Score -4141492 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -4141613.750000 Penalty: 5153.460449
	Iteration 27Q: 3 clusters Score -4141614 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -4141730.250000 Penalty: 5153.460449
	Iteration 28Q: 3 clusters Score -4141730 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -4141880.500000 Penalty: 5153.460449
	Iteration 29Q: 3 clusters Score -4141880 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -4142042.000000 Penalty: 5153.460449
	Iteration 30Q: 3 clusters Score -4142042 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -4142157.000000 Penalty: 5153.460449
	Iteration 31Q: 3 clusters Score -4142157 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -4142307.750000 Penalty: 5153.460449
	Iteration 32Q: 3 clusters Score -4142308 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -4142429.750000 Penalty: 5153.460449
	Iteration 33Q: 3 clusters Score -4142430 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -4142542.500000 Penalty: 5153.460449
	Iteration 34Q: 3 clusters Score -4142542 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -4142654.250000 Penalty: 5153.460449
	Iteration 35Q: 3 clusters Score -4142654 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -4142781.250000 Penalty: 5153.460449
	Iteration 36Q: 3 clusters Score -4142781 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -4142875.250000 Penalty: 5153.460449
	Iteration 37Q: 3 clusters Score -4142875 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -4142983.250000 Penalty: 5153.460449
	Iteration 38Q: 3 clusters Score -4142983 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -4143055.500000 Penalty: 5153.460449
	Iteration 39Q: 3 clusters Score -4143056 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -4143139.500000 Penalty: 5153.460449
	Iteration 40F: 3 clusters Score -4143140 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -4143194.750000 Penalty: 5153.460449
	Iteration 41Q: 3 clusters Score -4143195 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -4143241.500000 Penalty: 5153.460449
	Iteration 42Q: 3 clusters Score -4143242 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -4143276.250000 Penalty: 5153.460449
	Iteration 43Q: 3 clusters Score -4143276 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -4143318.250000 Penalty: 5153.460449
	Iteration 44Q: 3 clusters Score -4143318 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -4143355.000000 Penalty: 5153.460449
	Iteration 45Q: 3 clusters Score -4143355 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -4143381.500000 Penalty: 5153.460449
	Iteration 46Q: 3 clusters Score -4143382 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -4143399.500000 Penalty: 5153.460449
	Iteration 47Q: 3 clusters Score -4143400 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -4143430.750000 Penalty: 5153.460449
	Iteration 48Q: 3 clusters Score -4143431 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -4143445.500000 Penalty: 5153.460449
	Iteration 49Q: 3 clusters Score -4143446 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -4143474.500000 Penalty: 5153.460449
	Iteration 50Q: 3 clusters Score -4143474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -4143504.250000 Penalty: 5153.460449
	Iteration 51Q: 3 clusters Score -4143504 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -4143525.750000 Penalty: 5153.460449
	Iteration 52Q: 3 clusters Score -4143526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -4143534.000000 Penalty: 5153.460449
	Iteration 53Q: 3 clusters Score -4143534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -4143547.000000 Penalty: 5153.460449
	Iteration 54Q: 3 clusters Score -4143547 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -4143577.000000 Penalty: 5153.460449
	Iteration 55Q: 3 clusters Score -4143577 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -4143587.500000 Penalty: 5153.460449
	Iteration 56Q: 3 clusters Score -4143588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -4143606.500000 Penalty: 5153.460449
	Iteration 57Q: 3 clusters Score -4143606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -4143620.250000 Penalty: 5153.460449
	Iteration 58Q: 3 clusters Score -4143620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -4143632.000000 Penalty: 5153.460449
	Iteration 59Q: 3 clusters Score -4143632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -4143646.750000 Penalty: 5153.460449
	Iteration 60F: 3 clusters Score -4143647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -4143653.000000 Penalty: 5153.460449
	Iteration 61Q: 3 clusters Score -4143653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -4143656.250000 Penalty: 5153.460449
	Iteration 62Q: 3 clusters Score -4143656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -4143659.000000 Penalty: 5153.460449
	Iteration 63Q: 3 clusters Score -4143659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -4143659.000000 Penalty: 5153.460449
	Iteration 64Q: 3 clusters Score -4143659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -4143665.250000 Penalty: 5153.460449
	Iteration 65Q: 3 clusters Score -4143665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -4143674.000000 Penalty: 5153.460449
	Iteration 66Q: 3 clusters Score -4143674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -4143679.500000 Penalty: 5153.460449
	Iteration 67Q: 3 clusters Score -4143680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -4143682.750000 Penalty: 5153.460449
	Iteration 68Q: 3 clusters Score -4143683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -4143685.750000 Penalty: 5153.460449
	Iteration 69Q: 3 clusters Score -4143686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -4143683.500000 Penalty: 5153.460449
	Iteration 70Q: 3 clusters Score -4143684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -4143682.500000 Penalty: 5153.460449
	Iteration 71Q: 3 clusters Score -4143682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -4143679.250000 Penalty: 5153.460449
	Iteration 72Q: 3 clusters Score -4143679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -4143679.250000 Penalty: 5153.460449
	Iteration 73F: 3 clusters Score -4143679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Entering Unmasked Estep 
Score: -6524129.000000 Penalty: 2689.428711
	Iteration 0F: 2 clusters Score -6524129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -6489758.500000 Penalty: 5378.857422
	Iteration 0F: 3 clusters Score -6489758 nChanged 23592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -6502791.500000 Penalty: 5378.857422
	Iteration 1F: 3 clusters Score -6502792 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -6503446.000000 Penalty: 5378.857422
	Iteration 2Q: 3 clusters Score -6503446 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -6504198.500000 Penalty: 5378.857422
	Iteration 3Q: 3 clusters Score -6504198 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -6505172.500000 Penalty: 5378.857422
	Iteration 4Q: 3 clusters Score -6505172 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -6506420.000000 Penalty: 5378.857422
	Iteration 5F: 3 clusters Score -6506420 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -6508353.500000 Penalty: 5378.857422
	Iteration 6F: 3 clusters Score -6508354 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -6511075.500000 Penalty: 5378.857422
	Iteration 7F: 3 clusters Score -6511076 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -6514372.000000 Penalty: 5378.857422
	Iteration 8F: 3 clusters Score -6514372 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -6516558.000000 Penalty: 5378.857422
	Iteration 9F: 3 clusters Score -6516558 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -6517463.500000 Penalty: 5378.857422
	Iteration 10Q: 3 clusters Score -6517464 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -6517804.000000 Penalty: 5378.857422
	Iteration 11Q: 3 clusters Score -6517804 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -6518026.500000 Penalty: 5378.857422
	Iteration 12Q: 3 clusters Score -6518026 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -6518201.000000 Penalty: 5378.857422
	Iteration 13Q: 3 clusters Score -6518201 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -6518358.500000 Penalty: 5378.857422
	Iteration 14Q: 3 clusters Score -6518358 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -6518513.500000 Penalty: 5378.857422
	Iteration 15Q: 3 clusters Score -6518514 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -6518652.500000 Penalty: 5378.857422
	Iteration 16Q: 3 clusters Score -6518652 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -6518765.500000 Penalty: 5378.857422
	Iteration 17Q: 3 clusters Score -6518766 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -6518907.500000 Penalty: 5378.857422
	Iteration 18Q: 3 clusters Score -6518908 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -6519010.000000 Penalty: 5378.857422
	Iteration 19Q: 3 clusters Score -6519010 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -6519107.500000 Penalty: 5378.857422
	Iteration 20F: 3 clusters Score -6519108 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -6519184.500000 Penalty: 5378.857422
	Iteration 21Q: 3 clusters Score -6519184 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -6519265.000000 Penalty: 5378.857422
	Iteration 22Q: 3 clusters Score -6519265 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -6519376.000000 Penalty: 5378.857422
	Iteration 23Q: 3 clusters Score -6519376 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -6519424.000000 Penalty: 5378.857422
	Iteration 24Q: 3 clusters Score -6519424 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -6519530.500000 Penalty: 5378.857422
	Iteration 25Q: 3 clusters Score -6519530 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -6519611.500000 Penalty: 5378.857422
	Iteration 26Q: 3 clusters Score -6519612 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -6519695.000000 Penalty: 5378.857422
	Iteration 27Q: 3 clusters Score -6519695 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -6519806.500000 Penalty: 5378.857422
	Iteration 28Q: 3 clusters Score -6519806 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -6519935.500000 Penalty: 5378.857422
	Iteration 29Q: 3 clusters Score -6519936 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -6520052.000000 Penalty: 5378.857422
	Iteration 30Q: 3 clusters Score -6520052 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -6520123.500000 Penalty: 5378.857422
	Iteration 31Q: 3 clusters Score -6520124 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -6520201.000000 Penalty: 5378.857422
	Iteration 32Q: 3 clusters Score -6520201 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -6520280.000000 Penalty: 5378.857422
	Iteration 33Q: 3 clusters Score -6520280 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -6520376.500000 Penalty: 5378.857422
	Iteration 34Q: 3 clusters Score -6520376 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -6520446.000000 Penalty: 5378.857422
	Iteration 35Q: 3 clusters Score -6520446 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -6520506.000000 Penalty: 5378.857422
	Iteration 36Q: 3 clusters Score -6520506 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -6520575.000000 Penalty: 5378.857422
	Iteration 37Q: 3 clusters Score -6520575 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -6520638.000000 Penalty: 5378.857422
	Iteration 38Q: 3 clusters Score -6520638 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -6520706.500000 Penalty: 5378.857422
	Iteration 39Q: 3 clusters Score -6520706 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -6520762.000000 Penalty: 5378.857422
	Iteration 40F: 3 clusters Score -6520762 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -6520815.000000 Penalty: 5378.857422
	Iteration 41Q: 3 clusters Score -6520815 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -6520886.000000 Penalty: 5378.857422
	Iteration 42Q: 3 clusters Score -6520886 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -6520951.500000 Penalty: 5378.857422
	Iteration 43Q: 3 clusters Score -6520952 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -6521006.500000 Penalty: 5378.857422
	Iteration 44Q: 3 clusters Score -6521006 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -6521049.000000 Penalty: 5378.857422
	Iteration 45Q: 3 clusters Score -6521049 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -6521106.500000 Penalty: 5378.857422
	Iteration 46Q: 3 clusters Score -6521106 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -6521136.500000 Penalty: 5378.857422
	Iteration 47Q: 3 clusters Score -6521136 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -6521160.000000 Penalty: 5378.857422
	Iteration 48Q: 3 clusters Score -6521160 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -6521179.000000 Penalty: 5378.857422
	Iteration 49Q: 3 clusters Score -6521179 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -6521221.000000 Penalty: 5378.857422
	Iteration 50Q: 3 clusters Score -6521221 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -6521273.500000 Penalty: 5378.857422
	Iteration 51Q: 3 clusters Score -6521274 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -6521317.500000 Penalty: 5378.857422
	Iteration 52Q: 3 clusters Score -6521318 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -6521355.000000 Penalty: 5378.857422
	Iteration 53Q: 3 clusters Score -6521355 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -6521371.500000 Penalty: 5378.857422
	Iteration 54Q: 3 clusters Score -6521372 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -6521406.500000 Penalty: 5378.857422
	Iteration 55Q: 3 clusters Score -6521406 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -6521446.000000 Penalty: 5378.857422
	Iteration 56Q: 3 clusters Score -6521446 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -6521469.000000 Penalty: 5378.857422
	Iteration 57Q: 3 clusters Score -6521469 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -6521506.500000 Penalty: 5378.857422
	Iteration 58Q: 3 clusters Score -6521506 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -6521512.000000 Penalty: 5378.857422
	Iteration 59Q: 3 clusters Score -6521512 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -6521512.500000 Penalty: 5378.857422
	Iteration 60F: 3 clusters Score -6521512 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -6521528.500000 Penalty: 5378.857422
	Iteration 61Q: 3 clusters Score -6521528 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -6521550.000000 Penalty: 5378.857422
	Iteration 62Q: 3 clusters Score -6521550 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -6521552.000000 Penalty: 5378.857422
	Iteration 63Q: 3 clusters Score -6521552 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -6521568.500000 Penalty: 5378.857422
	Iteration 64Q: 3 clusters Score -6521568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -6521586.500000 Penalty: 5378.857422
	Iteration 65Q: 3 clusters Score -6521586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -6521584.500000 Penalty: 5378.857422
	Iteration 66Q: 3 clusters Score -6521584 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 49085 members 
Entering Unmasked Estep 
Score: -6521605.000000 Penalty: 5378.857422
	Iteration 67Q: 3 clusters Score -6521605 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -6521614.000000 Penalty: 5378.857422
	Iteration 68Q: 3 clusters Score -6521614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -6521616.500000 Penalty: 5378.857422
	Iteration 69Q: 3 clusters Score -6521616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -6521621.000000 Penalty: 5378.857422
	Iteration 70Q: 3 clusters Score -6521621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -6521638.000000 Penalty: 5378.857422
	Iteration 71Q: 3 clusters Score -6521638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -6521641.500000 Penalty: 5378.857422
	Iteration 72Q: 3 clusters Score -6521642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -6521662.000000 Penalty: 5378.857422
	Iteration 73Q: 3 clusters Score -6521662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -6521685.500000 Penalty: 5378.857422
	Iteration 74Q: 3 clusters Score -6521686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -6521681.500000 Penalty: 5378.857422
	Iteration 75Q: 3 clusters Score -6521682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -6521707.000000 Penalty: 5378.857422
	Iteration 76Q: 3 clusters Score -6521707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -6521706.500000 Penalty: 5378.857422
	Iteration 77Q: 3 clusters Score -6521706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -6521701.000000 Penalty: 5378.857422
	Iteration 78Q: 3 clusters Score -6521701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -6521722.500000 Penalty: 5378.857422
	Iteration 79Q: 3 clusters Score -6521722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -6521727.500000 Penalty: 5378.857422
	Iteration 80F: 3 clusters Score -6521728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -6521731.500000 Penalty: 5378.857422
	Iteration 81Q: 3 clusters Score -6521732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -6521734.500000 Penalty: 5378.857422
	Iteration 82Q: 3 clusters Score -6521734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -6521745.500000 Penalty: 5378.857422
	Iteration 83Q: 3 clusters Score -6521746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -6521745.000000 Penalty: 5378.857422
	Iteration 84Q: 3 clusters Score -6521745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -6521744.500000 Penalty: 5378.857422
	Iteration 85Q: 3 clusters Score -6521744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -6521754.500000 Penalty: 5378.857422
	Iteration 86Q: 3 clusters Score -6521754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -6521763.000000 Penalty: 5378.857422
	Iteration 87Q: 3 clusters Score -6521763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -6521760.500000 Penalty: 5378.857422
	Iteration 88Q: 3 clusters Score -6521760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -6521762.500000 Penalty: 5378.857422
	Iteration 89Q: 3 clusters Score -6521762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -6521764.000000 Penalty: 5378.857422
	Iteration 90Q: 3 clusters Score -6521764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -6521762.000000 Penalty: 5378.857422
	Iteration 91Q: 3 clusters Score -6521762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -6521762.000000 Penalty: 5378.857422
	Iteration 92F: 3 clusters Score -6521762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (161377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161377 members 
Entering Unmasked Estep 
Score: -20413218.000000 Penalty: 2973.891846
	Iteration 0F: 2 clusters Score -2.041322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81019 members 
Mstep: Class 2 contains 80358 members 
Entering Unmasked Estep 
Score: -20305614.000000 Penalty: 5947.783691
	Iteration 0F: 3 clusters Score -2.030561e+07 nChanged 77231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85862 members 
Mstep: Class 2 contains 75515 members 
Entering Unmasked Estep 
Score: -20351018.000000 Penalty: 5947.783691
	Iteration 1F: 3 clusters Score -2.035102e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89160 members 
Mstep: Class 2 contains 72217 members 
Entering Unmasked Estep 
Score: -20352472.000000 Penalty: 5947.783691
	Iteration 2Q: 3 clusters Score -2.035247e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94150 members 
Mstep: Class 2 contains 67227 members 
Entering Unmasked Estep 
Score: -20354538.000000 Penalty: 5947.783691
	Iteration 3Q: 3 clusters Score -2.035454e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101440 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
Score: -20357980.000000 Penalty: 5947.783691
	Iteration 4Q: 3 clusters Score -2.035798e+07 nChanged 10409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111713 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -20364528.000000 Penalty: 5947.783691
	Iteration 5F: 3 clusters Score -2.036453e+07 nChanged 13452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125123 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -20375024.000000 Penalty: 5947.783691
	Iteration 6F: 3 clusters Score -2.037502e+07 nChanged 14762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139877 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -20389160.000000 Penalty: 5947.783691
	Iteration 7F: 3 clusters Score -2.038916e+07 nChanged 11881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151756 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -20401370.000000 Penalty: 5947.783691
	Iteration 8F: 3 clusters Score -2.040137e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158192 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -20407550.000000 Penalty: 5947.783691
	Iteration 9Q: 3 clusters Score -2.040755e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160449 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -20409702.000000 Penalty: 5947.783691
	Iteration 10Q: 3 clusters Score -2.04097e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161002 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -20410224.000000 Penalty: 5947.783691
	Iteration 11Q: 3 clusters Score -2.041022e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161118 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -20410416.000000 Penalty: 5947.783691
	Iteration 12Q: 3 clusters Score -2.041042e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161163 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20410502.000000 Penalty: 5947.783691
	Iteration 13Q: 3 clusters Score -2.04105e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161178 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20410534.000000 Penalty: 5947.783691
	Iteration 14Q: 3 clusters Score -2.041053e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161189 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20410568.000000 Penalty: 5947.783691
	Iteration 15Q: 3 clusters Score -2.041057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161194 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20410572.000000 Penalty: 5947.783691
	Iteration 16Q: 3 clusters Score -2.041057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161196 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -20410590.000000 Penalty: 5947.783691
	Iteration 17Q: 3 clusters Score -2.041059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161199 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -20410618.000000 Penalty: 5947.783691
	Iteration 18Q: 3 clusters Score -2.041062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161201 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20410616.000000 Penalty: 5947.783691
	Iteration 19Q: 3 clusters Score -2.041062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161202 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20410626.000000 Penalty: 5947.783691
	Iteration 20F: 3 clusters Score -2.041063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161201 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20410626.000000 Penalty: 5947.783691
	Iteration 21Q: 3 clusters Score -2.041063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161202 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20410634.000000 Penalty: 5947.783691
	Iteration 22Q: 3 clusters Score -2.041063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161202 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20410632.000000 Penalty: 5947.783691
	Iteration 23Q: 3 clusters Score -2.041063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161203 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20410632.000000 Penalty: 5947.783691
	Iteration 24Q: 3 clusters Score -2.041063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161202 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20410638.000000 Penalty: 5947.783691
	Iteration 25Q: 3 clusters Score -2.041064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161204 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20410650.000000 Penalty: 5947.783691
	Iteration 26Q: 3 clusters Score -2.041065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161206 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20410648.000000 Penalty: 5947.783691
	Iteration 27Q: 3 clusters Score -2.041065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161210 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20410666.000000 Penalty: 5947.783691
	Iteration 28Q: 3 clusters Score -2.041067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161213 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20410670.000000 Penalty: 5947.783691
	Iteration 29Q: 3 clusters Score -2.041067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161213 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20410668.000000 Penalty: 5947.783691
	Iteration 30Q: 3 clusters Score -2.041067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161216 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20410682.000000 Penalty: 5947.783691
	Iteration 31Q: 3 clusters Score -2.041068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161218 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20410684.000000 Penalty: 5947.783691
	Iteration 32Q: 3 clusters Score -2.041068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161220 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20410680.000000 Penalty: 5947.783691
	Iteration 33Q: 3 clusters Score -2.041068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161220 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20410680.000000 Penalty: 5947.783691
	Iteration 34F: 3 clusters Score -2.041068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 65714 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 46412 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 190 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5374 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 178972 members 
Mstep: Class 13 contains 176805 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223405 members 
Mstep: Class 16 contains 7636 members 
Mstep: Class 17 contains 32534 members 
Mstep: Class 18 contains 51250 members 
Mstep: Class 19 contains 161377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294960.000000 Penalty: 64930.714844
Iteration 79Q: 20 clusters Score -1.19295e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 65686 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 46432 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 191 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 5377 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 607 members 
Mstep: Class 12 contains 179082 members 
Mstep: Class 13 contains 176762 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223363 members 
Mstep: Class 16 contains 7627 members 
Mstep: Class 17 contains 32539 members 
Mstep: Class 18 contains 51249 members 
Mstep: Class 19 contains 161364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294856.000000 Penalty: 64930.714844
Iteration 80F: 20 clusters Score -1.192949e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 65658 members 
Mstep: Class 3 contains 542 members 
Mstep: Class 4 contains 46440 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 659 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 179150 members 
Mstep: Class 13 contains 176740 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223329 members 
Mstep: Class 16 contains 7620 members 
Mstep: Class 17 contains 32558 members 
Mstep: Class 18 contains 51254 members 
Mstep: Class 19 contains 161355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294904.000000 Penalty: 64930.714844
Iteration 81Q: 20 clusters Score -1.192949e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 65631 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 46450 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 657 members 
Mstep: Class 9 contains 5380 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 179207 members 
Mstep: Class 13 contains 176704 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223326 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 32578 members 
Mstep: Class 18 contains 51253 members 
Mstep: Class 19 contains 161340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294720.000000 Penalty: 64930.714844
Iteration 82Q: 20 clusters Score -1.192947e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 65612 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46458 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5383 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 179195 members 
Mstep: Class 13 contains 176690 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223344 members 
Mstep: Class 16 contains 7600 members 
Mstep: Class 17 contains 32607 members 
Mstep: Class 18 contains 51262 members 
Mstep: Class 19 contains 161330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294688.000000 Penalty: 64930.714844
Iteration 83Q: 20 clusters Score -1.192947e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 65591 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46469 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5385 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 179158 members 
Mstep: Class 13 contains 176682 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223385 members 
Mstep: Class 16 contains 7588 members 
Mstep: Class 17 contains 32620 members 
Mstep: Class 18 contains 51262 members 
Mstep: Class 19 contains 161339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294648.000000 Penalty: 64930.714844
Iteration 84Q: 20 clusters Score -1.192946e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 65573 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46474 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5388 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 179114 members 
Mstep: Class 13 contains 176686 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223419 members 
Mstep: Class 16 contains 7575 members 
Mstep: Class 17 contains 32640 members 
Mstep: Class 18 contains 51267 members 
Mstep: Class 19 contains 161341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294784.000000 Penalty: 64930.714844
Iteration 85Q: 20 clusters Score -1.192948e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 65561 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46474 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5388 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 179046 members 
Mstep: Class 13 contains 176684 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223470 members 
Mstep: Class 16 contains 7566 members 
Mstep: Class 17 contains 32659 members 
Mstep: Class 18 contains 51281 members 
Mstep: Class 19 contains 161348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294624.000000 Penalty: 64930.714844
Iteration 86Q: 20 clusters Score -1.192946e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 65550 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46480 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5390 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 178996 members 
Mstep: Class 13 contains 176689 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223499 members 
Mstep: Class 16 contains 7555 members 
Mstep: Class 17 contains 32678 members 
Mstep: Class 18 contains 51285 members 
Mstep: Class 19 contains 161357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294560.000000 Penalty: 64930.714844
Iteration 87Q: 20 clusters Score -1.192946e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 65539 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46478 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5391 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 178931 members 
Mstep: Class 13 contains 176696 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223549 members 
Mstep: Class 16 contains 7549 members 
Mstep: Class 17 contains 32697 members 
Mstep: Class 18 contains 51293 members 
Mstep: Class 19 contains 161354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294632.000000 Penalty: 64930.714844
Iteration 88Q: 20 clusters Score -1.192946e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 65529 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46483 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5392 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 178840 members 
Mstep: Class 13 contains 176721 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223610 members 
Mstep: Class 16 contains 7546 members 
Mstep: Class 17 contains 32709 members 
Mstep: Class 18 contains 51301 members 
Mstep: Class 19 contains 161346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294608.000000 Penalty: 64930.714844
Iteration 89Q: 20 clusters Score -1.192946e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 65508 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46490 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 178759 members 
Mstep: Class 13 contains 176737 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223683 members 
Mstep: Class 16 contains 7545 members 
Mstep: Class 17 contains 32719 members 
Mstep: Class 18 contains 51304 members 
Mstep: Class 19 contains 161339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294544.000000 Penalty: 64930.714844
Iteration 90Q: 20 clusters Score -1.192945e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 65490 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46490 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 178678 members 
Mstep: Class 13 contains 176756 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223751 members 
Mstep: Class 16 contains 7543 members 
Mstep: Class 17 contains 32727 members 
Mstep: Class 18 contains 51310 members 
Mstep: Class 19 contains 161337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294696.000000 Penalty: 64930.714844
Iteration 91Q: 20 clusters Score -1.192947e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 65471 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46490 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 178600 members 
Mstep: Class 13 contains 176780 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223816 members 
Mstep: Class 16 contains 7543 members 
Mstep: Class 17 contains 32733 members 
Mstep: Class 18 contains 51317 members 
Mstep: Class 19 contains 161333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294840.000000 Penalty: 64930.714844
Iteration 92Q: 20 clusters Score -1.192948e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 65451 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46489 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 178547 members 
Mstep: Class 13 contains 176802 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223861 members 
Mstep: Class 16 contains 7543 members 
Mstep: Class 17 contains 32743 members 
Mstep: Class 18 contains 51316 members 
Mstep: Class 19 contains 161332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294760.000000 Penalty: 64930.714844
Iteration 93Q: 20 clusters Score -1.192948e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 65431 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46476 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 178494 members 
Mstep: Class 13 contains 176824 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223926 members 
Mstep: Class 16 contains 7543 members 
Mstep: Class 17 contains 32745 members 
Mstep: Class 18 contains 51319 members 
Mstep: Class 19 contains 161326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294608.000000 Penalty: 64930.714844
Iteration 94Q: 20 clusters Score -1.192946e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 65407 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46475 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 178443 members 
Mstep: Class 13 contains 176832 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 223996 members 
Mstep: Class 16 contains 7543 members 
Mstep: Class 17 contains 32747 members 
Mstep: Class 18 contains 51311 members 
Mstep: Class 19 contains 161327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294600.000000 Penalty: 64930.714844
Iteration 95Q: 20 clusters Score -1.192946e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 65399 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46469 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 178388 members 
Mstep: Class 13 contains 176842 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 224064 members 
Mstep: Class 16 contains 7542 members 
Mstep: Class 17 contains 32749 members 
Mstep: Class 18 contains 51308 members 
Mstep: Class 19 contains 161319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294536.000000 Penalty: 64930.714844
Iteration 96Q: 20 clusters Score -1.192945e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 65383 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46474 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 178318 members 
Mstep: Class 13 contains 176839 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 224136 members 
Mstep: Class 16 contains 7541 members 
Mstep: Class 17 contains 32754 members 
Mstep: Class 18 contains 51312 members 
Mstep: Class 19 contains 161322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294728.000000 Penalty: 64930.714844
Iteration 97Q: 20 clusters Score -1.192947e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 65367 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46473 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 178253 members 
Mstep: Class 13 contains 176849 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 224225 members 
Mstep: Class 16 contains 7540 members 
Mstep: Class 17 contains 32757 members 
Mstep: Class 18 contains 51312 members 
Mstep: Class 19 contains 161302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294736.000000 Penalty: 64930.714844
Iteration 98Q: 20 clusters Score -1.192947e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 65346 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46475 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5394 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 178166 members 
Mstep: Class 13 contains 176860 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 224314 members 
Mstep: Class 16 contains 7539 members 
Mstep: Class 17 contains 32758 members 
Mstep: Class 18 contains 51315 members 
Mstep: Class 19 contains 161305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294624.000000 Penalty: 64930.714844
Iteration 99Q: 20 clusters Score -1.192946e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 65326 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46474 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 178091 members 
Mstep: Class 13 contains 176886 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 224380 members 
Mstep: Class 16 contains 7538 members 
Mstep: Class 17 contains 32764 members 
Mstep: Class 18 contains 51309 members 
Mstep: Class 19 contains 161310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294488.000000 Penalty: 64930.714844
Iteration 100F: 20 clusters Score -1.192945e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 65316 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46477 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 178030 members 
Mstep: Class 13 contains 176886 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 224431 members 
Mstep: Class 16 contains 7537 members 
Mstep: Class 17 contains 32770 members 
Mstep: Class 18 contains 51311 members 
Mstep: Class 19 contains 161320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294520.000000 Penalty: 64930.714844
Iteration 101Q: 20 clusters Score -1.192945e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 65301 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46484 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177981 members 
Mstep: Class 13 contains 176876 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 224490 members 
Mstep: Class 16 contains 7537 members 
Mstep: Class 17 contains 32770 members 
Mstep: Class 18 contains 51307 members 
Mstep: Class 19 contains 161332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294544.000000 Penalty: 64930.714844
Iteration 102Q: 20 clusters Score -1.192945e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 65291 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46488 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177901 members 
Mstep: Class 13 contains 176868 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 224575 members 
Mstep: Class 16 contains 7536 members 
Mstep: Class 17 contains 32766 members 
Mstep: Class 18 contains 51306 members 
Mstep: Class 19 contains 161347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294560.000000 Penalty: 64930.714844
Iteration 103Q: 20 clusters Score -1.192946e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 65282 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46497 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177816 members 
Mstep: Class 13 contains 176864 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 224663 members 
Mstep: Class 16 contains 7535 members 
Mstep: Class 17 contains 32760 members 
Mstep: Class 18 contains 51305 members 
Mstep: Class 19 contains 161356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294592.000000 Penalty: 64930.714844
Iteration 104Q: 20 clusters Score -1.192946e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 65267 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46499 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177732 members 
Mstep: Class 13 contains 176866 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 224742 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 32764 members 
Mstep: Class 18 contains 51306 members 
Mstep: Class 19 contains 161368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294576.000000 Penalty: 64930.714844
Iteration 105Q: 20 clusters Score -1.192946e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 65240 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46503 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177662 members 
Mstep: Class 13 contains 176869 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 224802 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 32765 members 
Mstep: Class 18 contains 51310 members 
Mstep: Class 19 contains 161393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294560.000000 Penalty: 64930.714844
Iteration 106Q: 20 clusters Score -1.192946e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 65216 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46509 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177621 members 
Mstep: Class 13 contains 176859 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 224856 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 32766 members 
Mstep: Class 18 contains 51311 members 
Mstep: Class 19 contains 161406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294592.000000 Penalty: 64930.714844
Iteration 107Q: 20 clusters Score -1.192946e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 65193 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46505 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177582 members 
Mstep: Class 13 contains 176851 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 224928 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 32767 members 
Mstep: Class 18 contains 51310 members 
Mstep: Class 19 contains 161409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294480.000000 Penalty: 64930.714844
Iteration 108Q: 20 clusters Score -1.192945e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 65170 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46506 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177532 members 
Mstep: Class 13 contains 176837 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 224996 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 32770 members 
Mstep: Class 18 contains 51311 members 
Mstep: Class 19 contains 161424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294552.000000 Penalty: 64930.714844
Iteration 109Q: 20 clusters Score -1.192946e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 65149 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46504 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177480 members 
Mstep: Class 13 contains 176815 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225072 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 32775 members 
Mstep: Class 18 contains 51317 members 
Mstep: Class 19 contains 161434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294616.000000 Penalty: 64930.714844
Iteration 110Q: 20 clusters Score -1.192946e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 65131 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46506 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177422 members 
Mstep: Class 13 contains 176793 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225138 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 32777 members 
Mstep: Class 18 contains 51321 members 
Mstep: Class 19 contains 161458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294576.000000 Penalty: 64930.714844
Iteration 111Q: 20 clusters Score -1.192946e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 65118 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46512 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177352 members 
Mstep: Class 13 contains 176783 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225215 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 32776 members 
Mstep: Class 18 contains 51318 members 
Mstep: Class 19 contains 161473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294624.000000 Penalty: 64930.714844
Iteration 112Q: 20 clusters Score -1.192946e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 65104 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46508 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177287 members 
Mstep: Class 13 contains 176767 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225283 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 32778 members 
Mstep: Class 18 contains 51316 members 
Mstep: Class 19 contains 161504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294696.000000 Penalty: 64930.714844
Iteration 113Q: 20 clusters Score -1.192947e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 65095 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46506 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177232 members 
Mstep: Class 13 contains 176756 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225337 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 32785 members 
Mstep: Class 18 contains 51314 members 
Mstep: Class 19 contains 161521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294744.000000 Penalty: 64930.714844
Iteration 114Q: 20 clusters Score -1.192947e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 65084 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46510 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177191 members 
Mstep: Class 13 contains 176753 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225398 members 
Mstep: Class 16 contains 7529 members 
Mstep: Class 17 contains 32786 members 
Mstep: Class 18 contains 51312 members 
Mstep: Class 19 contains 161515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294696.000000 Penalty: 64930.714844
Iteration 115Q: 20 clusters Score -1.192947e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 65075 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46514 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177161 members 
Mstep: Class 13 contains 176737 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225450 members 
Mstep: Class 16 contains 7527 members 
Mstep: Class 17 contains 32787 members 
Mstep: Class 18 contains 51315 members 
Mstep: Class 19 contains 161511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294704.000000 Penalty: 64930.714844
Iteration 116Q: 20 clusters Score -1.192947e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 65071 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46513 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177134 members 
Mstep: Class 13 contains 176730 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225491 members 
Mstep: Class 16 contains 7526 members 
Mstep: Class 17 contains 32791 members 
Mstep: Class 18 contains 51317 members 
Mstep: Class 19 contains 161503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294656.000000 Penalty: 64930.714844
Iteration 117Q: 20 clusters Score -1.192947e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 65064 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46510 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177102 members 
Mstep: Class 13 contains 176729 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225534 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 32791 members 
Mstep: Class 18 contains 51321 members 
Mstep: Class 19 contains 161500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294768.000000 Penalty: 64930.714844
Iteration 118Q: 20 clusters Score -1.192948e+08 nChanged 210
Entering ConstructFrom: 
Score: -119294768.000000 Penalty: 64930.714844
Entering ConstructFrom: 
Trying to split cluster 1 (6955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Entering Unmasked Estep 
Score: -812894.812500 Penalty: 2194.109375
	Iteration 0F: 2 clusters Score -812894.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -807148.625000 Penalty: 4388.218750
	Iteration 0F: 3 clusters Score -807148.6 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -808743.000000 Penalty: 4388.218750
	Iteration 1F: 3 clusters Score -808743 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -809032.437500 Penalty: 4388.218750
	Iteration 2F: 3 clusters Score -809032.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -809229.187500 Penalty: 4388.218750
	Iteration 3F: 3 clusters Score -809229.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -809398.812500 Penalty: 4388.218750
	Iteration 4Q: 3 clusters Score -809398.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -809535.625000 Penalty: 4388.218750
	Iteration 5Q: 3 clusters Score -809535.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -809666.062500 Penalty: 4388.218750
	Iteration 6Q: 3 clusters Score -809666.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -809808.625000 Penalty: 4388.218750
	Iteration 7Q: 3 clusters Score -809808.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -809958.312500 Penalty: 4388.218750
	Iteration 8Q: 3 clusters Score -809958.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -810092.437500 Penalty: 4388.218750
	Iteration 9Q: 3 clusters Score -810092.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -810233.250000 Penalty: 4388.218750
	Iteration 10Q: 3 clusters Score -810233.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -810347.000000 Penalty: 4388.218750
	Iteration 11Q: 3 clusters Score -810347 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -810454.000000 Penalty: 4388.218750
	Iteration 12Q: 3 clusters Score -810454 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -810579.187500 Penalty: 4388.218750
	Iteration 13Q: 3 clusters Score -810579.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -810727.875000 Penalty: 4388.218750
	Iteration 14Q: 3 clusters Score -810727.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -810851.187500 Penalty: 4388.218750
	Iteration 15Q: 3 clusters Score -810851.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -810962.312500 Penalty: 4388.218750
	Iteration 16Q: 3 clusters Score -810962.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -811057.312500 Penalty: 4388.218750
	Iteration 17Q: 3 clusters Score -811057.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -811139.125000 Penalty: 4388.218750
	Iteration 18Q: 3 clusters Score -811139.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -811199.937500 Penalty: 4388.218750
	Iteration 19Q: 3 clusters Score -811199.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -811265.812500 Penalty: 4388.218750
	Iteration 20F: 3 clusters Score -811265.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -811343.312500 Penalty: 4388.218750
	Iteration 21Q: 3 clusters Score -811343.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -811417.812500 Penalty: 4388.218750
	Iteration 22Q: 3 clusters Score -811417.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -811476.875000 Penalty: 4388.218750
	Iteration 23Q: 3 clusters Score -811476.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -811522.375000 Penalty: 4388.218750
	Iteration 24Q: 3 clusters Score -811522.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -811553.500000 Penalty: 4388.218750
	Iteration 25Q: 3 clusters Score -811553.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -811575.250000 Penalty: 4388.218750
	Iteration 26Q: 3 clusters Score -811575.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -811599.500000 Penalty: 4388.218750
	Iteration 27Q: 3 clusters Score -811599.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -811612.437500 Penalty: 4388.218750
	Iteration 28Q: 3 clusters Score -811612.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -811626.375000 Penalty: 4388.218750
	Iteration 29Q: 3 clusters Score -811626.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -811637.625000 Penalty: 4388.218750
	Iteration 30Q: 3 clusters Score -811637.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -811644.312500 Penalty: 4388.218750
	Iteration 31Q: 3 clusters Score -811644.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -811652.000000 Penalty: 4388.218750
	Iteration 32Q: 3 clusters Score -811652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -811658.750000 Penalty: 4388.218750
	Iteration 33Q: 3 clusters Score -811658.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -811664.375000 Penalty: 4388.218750
	Iteration 34Q: 3 clusters Score -811664.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -811667.750000 Penalty: 4388.218750
	Iteration 35Q: 3 clusters Score -811667.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -811674.250000 Penalty: 4388.218750
	Iteration 36Q: 3 clusters Score -811674.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -811681.625000 Penalty: 4388.218750
	Iteration 37Q: 3 clusters Score -811681.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -811699.187500 Penalty: 4388.218750
	Iteration 38Q: 3 clusters Score -811699.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -811712.500000 Penalty: 4388.218750
	Iteration 39Q: 3 clusters Score -811712.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -811727.812500 Penalty: 4388.218750
	Iteration 40F: 3 clusters Score -811727.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -811737.437500 Penalty: 4388.218750
	Iteration 41Q: 3 clusters Score -811737.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -811744.875000 Penalty: 4388.218750
	Iteration 42Q: 3 clusters Score -811744.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -811749.375000 Penalty: 4388.218750
	Iteration 43Q: 3 clusters Score -811749.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -811753.687500 Penalty: 4388.218750
	Iteration 44Q: 3 clusters Score -811753.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -811756.875000 Penalty: 4388.218750
	Iteration 45Q: 3 clusters Score -811756.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -811759.875000 Penalty: 4388.218750
	Iteration 46Q: 3 clusters Score -811759.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -811764.500000 Penalty: 4388.218750
	Iteration 47Q: 3 clusters Score -811764.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -811767.687500 Penalty: 4388.218750
	Iteration 48Q: 3 clusters Score -811767.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -811773.187500 Penalty: 4388.218750
	Iteration 49Q: 3 clusters Score -811773.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -811776.250000 Penalty: 4388.218750
	Iteration 50Q: 3 clusters Score -811776.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -811777.500000 Penalty: 4388.218750
	Iteration 51Q: 3 clusters Score -811777.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -811783.875000 Penalty: 4388.218750
	Iteration 52Q: 3 clusters Score -811783.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -811788.750000 Penalty: 4388.218750
	Iteration 53Q: 3 clusters Score -811788.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -811792.687500 Penalty: 4388.218750
	Iteration 54Q: 3 clusters Score -811792.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -811798.437500 Penalty: 4388.218750
	Iteration 55Q: 3 clusters Score -811798.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -811800.000000 Penalty: 4388.218750
	Iteration 56Q: 3 clusters Score -811800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -811801.625000 Penalty: 4388.218750
	Iteration 57Q: 3 clusters Score -811801.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -811804.187500 Penalty: 4388.218750
	Iteration 58Q: 3 clusters Score -811804.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -811804.812500 Penalty: 4388.218750
	Iteration 59Q: 3 clusters Score -811804.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -811805.375000 Penalty: 4388.218750
	Iteration 60F: 3 clusters Score -811805.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -811808.000000 Penalty: 4388.218750
	Iteration 61Q: 3 clusters Score -811808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -811809.187500 Penalty: 4388.218750
	Iteration 62Q: 3 clusters Score -811809.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -811811.125000 Penalty: 4388.218750
	Iteration 63Q: 3 clusters Score -811811.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -811812.500000 Penalty: 4388.218750
	Iteration 64Q: 3 clusters Score -811812.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -811813.250000 Penalty: 4388.218750
	Iteration 65Q: 3 clusters Score -811813.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -811814.437500 Penalty: 4388.218750
	Iteration 66Q: 3 clusters Score -811814.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -811815.750000 Penalty: 4388.218750
	Iteration 67Q: 3 clusters Score -811815.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -811816.812500 Penalty: 4388.218750
	Iteration 68Q: 3 clusters Score -811816.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -811816.625000 Penalty: 4388.218750
	Iteration 69Q: 3 clusters Score -811816.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -811816.625000 Penalty: 4388.218750
	Iteration 70F: 3 clusters Score -811816.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (65052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Entering Unmasked Estep 
Score: -7991084.500000 Penalty: 2748.569580
	Iteration 0F: 2 clusters Score -7991084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -7947618.500000 Penalty: 5497.139160
	Iteration 0F: 3 clusters Score -7947618 nChanged 30258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -7964296.000000 Penalty: 5497.139160
	Iteration 1F: 3 clusters Score -7964296 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -7964858.500000 Penalty: 5497.139160
	Iteration 2Q: 3 clusters Score -7964858 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -7965368.000000 Penalty: 5497.139160
	Iteration 3Q: 3 clusters Score -7965368 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -7966016.500000 Penalty: 5497.139160
	Iteration 4Q: 3 clusters Score -7966016 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -7966970.000000 Penalty: 5497.139160
	Iteration 5Q: 3 clusters Score -7966970 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -7968356.000000 Penalty: 5497.139160
	Iteration 6Q: 3 clusters Score -7968356 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -7970749.500000 Penalty: 5497.139160
	Iteration 7F: 3 clusters Score -7970750 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -7974477.500000 Penalty: 5497.139160
	Iteration 8F: 3 clusters Score -7974478 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -7979400.500000 Penalty: 5497.139160
	Iteration 9F: 3 clusters Score -7979400 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -7983911.000000 Penalty: 5497.139160
	Iteration 10F: 3 clusters Score -7983911 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -7986730.500000 Penalty: 5497.139160
	Iteration 11Q: 3 clusters Score -7986730 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7987967.000000 Penalty: 5497.139160
	Iteration 12Q: 3 clusters Score -7987967 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64491 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7988403.000000 Penalty: 5497.139160
	Iteration 13Q: 3 clusters Score -7988403 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7988581.500000 Penalty: 5497.139160
	Iteration 14Q: 3 clusters Score -7988582 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7988663.500000 Penalty: 5497.139160
	Iteration 15Q: 3 clusters Score -7988664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7988718.000000 Penalty: 5497.139160
	Iteration 16Q: 3 clusters Score -7988718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64688 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7988750.000000 Penalty: 5497.139160
	Iteration 17Q: 3 clusters Score -7988750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7988770.000000 Penalty: 5497.139160
	Iteration 18Q: 3 clusters Score -7988770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7988783.000000 Penalty: 5497.139160
	Iteration 19Q: 3 clusters Score -7988783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7988788.500000 Penalty: 5497.139160
	Iteration 20F: 3 clusters Score -7988788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64709 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7988789.500000 Penalty: 5497.139160
	Iteration 21Q: 3 clusters Score -7988790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64715 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7988795.500000 Penalty: 5497.139160
	Iteration 22Q: 3 clusters Score -7988796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7988806.000000 Penalty: 5497.139160
	Iteration 23Q: 3 clusters Score -7988806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7988802.500000 Penalty: 5497.139160
	Iteration 24Q: 3 clusters Score -7988802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7988803.000000 Penalty: 5497.139160
	Iteration 25Q: 3 clusters Score -7988803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7988810.000000 Penalty: 5497.139160
	Iteration 26Q: 3 clusters Score -7988810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64726 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7988810.000000 Penalty: 5497.139160
	Iteration 27Q: 3 clusters Score -7988810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64730 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7988823.500000 Penalty: 5497.139160
	Iteration 28Q: 3 clusters Score -7988824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64732 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7988816.500000 Penalty: 5497.139160
	Iteration 29Q: 3 clusters Score -7988816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7988819.500000 Penalty: 5497.139160
	Iteration 30Q: 3 clusters Score -7988820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7988820.000000 Penalty: 5497.139160
	Iteration 31Q: 3 clusters Score -7988820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7988820.000000 Penalty: 5497.139160
	Iteration 32F: 3 clusters Score -7988820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -60577.042969 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -60577.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59147.699219 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -59147.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59362.285156 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -59362.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59439.621094 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -59439.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59501.460938 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -59501.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59547.199219 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -59547.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59601.355469 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -59601.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59635.007812 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -59635.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -59648.308594 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -59648.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -59672.386719 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -59672.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -59690.835938 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -59690.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -59708.003906 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -59708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -59720.363281 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -59720.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59739.207031 Penalty: 3127.006592
	Iteration 12Q: 3 clusters Score -59739.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -59745.546875 Penalty: 3127.006592
	Iteration 13Q: 3 clusters Score -59745.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -59750.214844 Penalty: 3127.006592
	Iteration 14Q: 3 clusters Score -59750.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -59757.531250 Penalty: 3127.006592
	Iteration 15Q: 3 clusters Score -59757.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -59768.242188 Penalty: 3127.006592
	Iteration 16Q: 3 clusters Score -59768.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59771.562500 Penalty: 3127.006592
	Iteration 17Q: 3 clusters Score -59771.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -59776.140625 Penalty: 3127.006592
	Iteration 18Q: 3 clusters Score -59776.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -59779.484375 Penalty: 3127.006592
	Iteration 19Q: 3 clusters Score -59779.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -59781.492188 Penalty: 3127.006592
	Iteration 20F: 3 clusters Score -59781.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59784.960938 Penalty: 3127.006592
	Iteration 21Q: 3 clusters Score -59784.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -59791.355469 Penalty: 3127.006592
	Iteration 22Q: 3 clusters Score -59791.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -59796.187500 Penalty: 3127.006592
	Iteration 23Q: 3 clusters Score -59796.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -59800.765625 Penalty: 3127.006592
	Iteration 24Q: 3 clusters Score -59800.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -59807.453125 Penalty: 3127.006592
	Iteration 25Q: 3 clusters Score -59807.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -59841.011719 Penalty: 3127.006592
	Iteration 26Q: 3 clusters Score -59841.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -59876.898438 Penalty: 3127.006592
	Iteration 27Q: 3 clusters Score -59876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -59892.601562 Penalty: 3127.006592
	Iteration 28Q: 3 clusters Score -59892.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -59892.601562 Penalty: 3127.006592
	Iteration 29F: 3 clusters Score -59892.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Entering Unmasked Estep 
Score: -5911198.500000 Penalty: 2665.360596
	Iteration 0F: 2 clusters Score -5911198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -5879886.500000 Penalty: 5330.721191
	Iteration 0F: 3 clusters Score -5879886 nChanged 21397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -5891864.000000 Penalty: 5330.721191
	Iteration 1F: 3 clusters Score -5891864 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -5892587.500000 Penalty: 5330.721191
	Iteration 2Q: 3 clusters Score -5892588 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -5893345.500000 Penalty: 5330.721191
	Iteration 3Q: 3 clusters Score -5893346 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -5894299.000000 Penalty: 5330.721191
	Iteration 4Q: 3 clusters Score -5894299 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -5895474.500000 Penalty: 5330.721191
	Iteration 5F: 3 clusters Score -5895474 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -5897088.500000 Penalty: 5330.721191
	Iteration 6F: 3 clusters Score -5897088 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -5899137.000000 Penalty: 5330.721191
	Iteration 7F: 3 clusters Score -5899137 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -5901453.000000 Penalty: 5330.721191
	Iteration 8F: 3 clusters Score -5901453 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -5903602.000000 Penalty: 5330.721191
	Iteration 9F: 3 clusters Score -5903602 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -5905328.000000 Penalty: 5330.721191
	Iteration 10Q: 3 clusters Score -5905328 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -5906728.500000 Penalty: 5330.721191
	Iteration 11Q: 3 clusters Score -5906728 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -5907731.000000 Penalty: 5330.721191
	Iteration 12Q: 3 clusters Score -5907731 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -5908333.000000 Penalty: 5330.721191
	Iteration 13Q: 3 clusters Score -5908333 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -5908691.500000 Penalty: 5330.721191
	Iteration 14Q: 3 clusters Score -5908692 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -5908954.500000 Penalty: 5330.721191
	Iteration 15Q: 3 clusters Score -5908954 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -5909147.500000 Penalty: 5330.721191
	Iteration 16Q: 3 clusters Score -5909148 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -5909283.000000 Penalty: 5330.721191
	Iteration 17Q: 3 clusters Score -5909283 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -5909413.500000 Penalty: 5330.721191
	Iteration 18Q: 3 clusters Score -5909414 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -5909492.500000 Penalty: 5330.721191
	Iteration 19Q: 3 clusters Score -5909492 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -5909551.500000 Penalty: 5330.721191
	Iteration 20F: 3 clusters Score -5909552 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -5909592.000000 Penalty: 5330.721191
	Iteration 21Q: 3 clusters Score -5909592 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -5909636.000000 Penalty: 5330.721191
	Iteration 22Q: 3 clusters Score -5909636 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -5909677.000000 Penalty: 5330.721191
	Iteration 23Q: 3 clusters Score -5909677 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -5909701.000000 Penalty: 5330.721191
	Iteration 24Q: 3 clusters Score -5909701 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -5909719.500000 Penalty: 5330.721191
	Iteration 25Q: 3 clusters Score -5909720 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -5909720.000000 Penalty: 5330.721191
	Iteration 26Q: 3 clusters Score -5909720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -5909744.000000 Penalty: 5330.721191
	Iteration 27Q: 3 clusters Score -5909744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -5909762.000000 Penalty: 5330.721191
	Iteration 28Q: 3 clusters Score -5909762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -5909763.500000 Penalty: 5330.721191
	Iteration 29Q: 3 clusters Score -5909764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -5909777.000000 Penalty: 5330.721191
	Iteration 30Q: 3 clusters Score -5909777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -5909778.500000 Penalty: 5330.721191
	Iteration 31Q: 3 clusters Score -5909778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -5909774.000000 Penalty: 5330.721191
	Iteration 32Q: 3 clusters Score -5909774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -5909786.500000 Penalty: 5330.721191
	Iteration 33Q: 3 clusters Score -5909786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -5909774.500000 Penalty: 5330.721191
	Iteration 34Q: 3 clusters Score -5909774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -5909779.000000 Penalty: 5330.721191
	Iteration 35Q: 3 clusters Score -5909779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -5909786.500000 Penalty: 5330.721191
	Iteration 36Q: 3 clusters Score -5909786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -5909780.000000 Penalty: 5330.721191
	Iteration 37Q: 3 clusters Score -5909780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -5909783.000000 Penalty: 5330.721191
	Iteration 38Q: 3 clusters Score -5909783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -5909785.000000 Penalty: 5330.721191
	Iteration 39Q: 3 clusters Score -5909785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -5909780.000000 Penalty: 5330.721191
	Iteration 40F: 3 clusters Score -5909780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -5909781.500000 Penalty: 5330.721191
	Iteration 41Q: 3 clusters Score -5909782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -5909782.500000 Penalty: 5330.721191
	Iteration 42Q: 3 clusters Score -5909782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -5909787.500000 Penalty: 5330.721191
	Iteration 43Q: 3 clusters Score -5909788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -5909787.500000 Penalty: 5330.721191
	Iteration 44F: 3 clusters Score -5909788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Entering Unmasked Estep 
Score: -359129.500000 Penalty: 1984.086548
	Iteration 0F: 2 clusters Score -359129.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -355887.187500 Penalty: 3968.173096
	Iteration 0F: 3 clusters Score -355887.2 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -356590.500000 Penalty: 3968.173096
	Iteration 1F: 3 clusters Score -356590.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -356822.937500 Penalty: 3968.173096
	Iteration 2F: 3 clusters Score -356822.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -356976.812500 Penalty: 3968.173096
	Iteration 3F: 3 clusters Score -356976.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -357074.125000 Penalty: 3968.173096
	Iteration 4Q: 3 clusters Score -357074.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -357175.156250 Penalty: 3968.173096
	Iteration 5Q: 3 clusters Score -357175.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -357287.343750 Penalty: 3968.173096
	Iteration 6Q: 3 clusters Score -357287.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -357396.125000 Penalty: 3968.173096
	Iteration 7Q: 3 clusters Score -357396.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -357572.812500 Penalty: 3968.173096
	Iteration 8Q: 3 clusters Score -357572.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -357778.875000 Penalty: 3968.173096
	Iteration 9Q: 3 clusters Score -357778.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -358103.687500 Penalty: 3968.173096
	Iteration 10F: 3 clusters Score -358103.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -358620.093750 Penalty: 3968.173096
	Iteration 11F: 3 clusters Score -358620.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -359334.906250 Penalty: 3968.173096
	Iteration 12F: 3 clusters Score -359334.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -359740.750000 Penalty: 3968.173096
	Iteration 13Q: 3 clusters Score -359740.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -359854.781250 Penalty: 3968.173096
	Iteration 14Q: 3 clusters Score -359854.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -359875.593750 Penalty: 3968.173096
	Iteration 15Q: 3 clusters Score -359875.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -359880.187500 Penalty: 3968.173096
	Iteration 16Q: 3 clusters Score -359880.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -359884.156250 Penalty: 3968.173096
	Iteration 17Q: 3 clusters Score -359884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -359884.468750 Penalty: 3968.173096
	Iteration 18Q: 3 clusters Score -359884.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -359884.968750 Penalty: 3968.173096
	Iteration 19Q: 3 clusters Score -359885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -359884.968750 Penalty: 3968.173096
	Iteration 20F: 3 clusters Score -359885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 65052 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46510 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177081 members 
Mstep: Class 13 contains 176705 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225586 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 32797 members 
Mstep: Class 18 contains 51321 members 
Mstep: Class 19 contains 161499 members 
Mstep: Class 20 contains 1315 members 
Entering Unmasked Estep 
Score: -119293976.000000 Penalty: 68348.125000
Splitting cluster 5 changes total score from -119294768.000000 to -119293976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -250472.046875 Penalty: 1896.769165
	Iteration 0F: 2 clusters Score -250472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -247842.390625 Penalty: 3793.538330
	Iteration 0F: 3 clusters Score -247842.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -248368.500000 Penalty: 3793.538330
	Iteration 1F: 3 clusters Score -248368.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -248549.109375 Penalty: 3793.538330
	Iteration 2F: 3 clusters Score -248549.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -248657.812500 Penalty: 3793.538330
	Iteration 3Q: 3 clusters Score -248657.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -248726.140625 Penalty: 3793.538330
	Iteration 4Q: 3 clusters Score -248726.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -248776.843750 Penalty: 3793.538330
	Iteration 5Q: 3 clusters Score -248776.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -248831.968750 Penalty: 3793.538330
	Iteration 6Q: 3 clusters Score -248832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -248876.625000 Penalty: 3793.538330
	Iteration 7Q: 3 clusters Score -248876.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -248936.718750 Penalty: 3793.538330
	Iteration 8Q: 3 clusters Score -248936.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -248984.593750 Penalty: 3793.538330
	Iteration 9Q: 3 clusters Score -248984.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -249022.828125 Penalty: 3793.538330
	Iteration 10Q: 3 clusters Score -249022.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -249067.453125 Penalty: 3793.538330
	Iteration 11Q: 3 clusters Score -249067.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -249136.578125 Penalty: 3793.538330
	Iteration 12Q: 3 clusters Score -249136.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -249227.250000 Penalty: 3793.538330
	Iteration 13Q: 3 clusters Score -249227.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -249335.359375 Penalty: 3793.538330
	Iteration 14Q: 3 clusters Score -249335.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -249467.281250 Penalty: 3793.538330
	Iteration 15Q: 3 clusters Score -249467.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -249645.406250 Penalty: 3793.538330
	Iteration 16Q: 3 clusters Score -249645.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -249885.312500 Penalty: 3793.538330
	Iteration 17Q: 3 clusters Score -249885.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -250206.656250 Penalty: 3793.538330
	Iteration 18F: 3 clusters Score -250206.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -250613.671875 Penalty: 3793.538330
	Iteration 19Q: 3 clusters Score -250613.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -250840.687500 Penalty: 3793.538330
	Iteration 20F: 3 clusters Score -250840.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -250943.531250 Penalty: 3793.538330
	Iteration 21Q: 3 clusters Score -250943.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -251020.609375 Penalty: 3793.538330
	Iteration 22Q: 3 clusters Score -251020.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -251046.781250 Penalty: 3793.538330
	Iteration 23Q: 3 clusters Score -251046.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -251056.781250 Penalty: 3793.538330
	Iteration 24Q: 3 clusters Score -251056.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -251072.953125 Penalty: 3793.538330
	Iteration 25Q: 3 clusters Score -251073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -251079.500000 Penalty: 3793.538330
	Iteration 26Q: 3 clusters Score -251079.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -251081.093750 Penalty: 3793.538330
	Iteration 27Q: 3 clusters Score -251081.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -251082.015625 Penalty: 3793.538330
	Iteration 28Q: 3 clusters Score -251082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -251084.843750 Penalty: 3793.538330
	Iteration 29Q: 3 clusters Score -251084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -251088.109375 Penalty: 3793.538330
	Iteration 30Q: 3 clusters Score -251088.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -251089.312500 Penalty: 3793.538330
	Iteration 31Q: 3 clusters Score -251089.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -251091.484375 Penalty: 3793.538330
	Iteration 32Q: 3 clusters Score -251091.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -251092.343750 Penalty: 3793.538330
	Iteration 33Q: 3 clusters Score -251092.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -251092.343750 Penalty: 3793.538330
	Iteration 34F: 3 clusters Score -251092.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 65052 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46510 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 975 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177081 members 
Mstep: Class 13 contains 176705 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225586 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 32797 members 
Mstep: Class 18 contains 51321 members 
Mstep: Class 19 contains 161499 members 
Mstep: Class 20 contains 1122 members 
Entering Unmasked Estep 
Score: -119294024.000000 Penalty: 68348.125000
Splitting cluster 6 changes total score from -119294768.000000 to -119294024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -18691.931641 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -18691.93 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 103 members 
Entering Unmasked Estep 
Score: -17586.414062 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -17586.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17640.066406 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -17640.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17660.396484 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -17660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17671.667969 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -17671.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17671.667969 Penalty: 2607.717773
	Iteration 4F: 3 clusters Score -17671.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -65249.777344 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -65249.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63669.179688 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -63669.18 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63966.871094 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -63966.87 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -64150.871094 Penalty: 3217.135742
	Iteration 2F: 3 clusters Score -64150.87 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64346.000000 Penalty: 3217.135742
	Iteration 3F: 3 clusters Score -64346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -64540.261719 Penalty: 3217.135742
	Iteration 4F: 3 clusters Score -64540.26 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64858.210938 Penalty: 3217.135742
	Iteration 5F: 3 clusters Score -64858.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65284.644531 Penalty: 3217.135742
	Iteration 6F: 3 clusters Score -65284.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -65584.531250 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -65584.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -65706.265625 Penalty: 3217.135742
	Iteration 8Q: 3 clusters Score -65706.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65718.343750 Penalty: 3217.135742
	Iteration 9Q: 3 clusters Score -65718.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65726.039062 Penalty: 3217.135742
	Iteration 10Q: 3 clusters Score -65726.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -65732.328125 Penalty: 3217.135742
	Iteration 11Q: 3 clusters Score -65732.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65735.882812 Penalty: 3217.135742
	Iteration 12Q: 3 clusters Score -65735.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -65737.953125 Penalty: 3217.135742
	Iteration 13F: 3 clusters Score -65737.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65743.992188 Penalty: 3217.135742
	Iteration 14Q: 3 clusters Score -65743.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65753.218750 Penalty: 3217.135742
	Iteration 15Q: 3 clusters Score -65753.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65753.218750 Penalty: 3217.135742
	Iteration 16F: 3 clusters Score -65753.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 65052 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46510 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 391 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177081 members 
Mstep: Class 13 contains 176705 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225586 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 32797 members 
Mstep: Class 18 contains 51321 members 
Mstep: Class 19 contains 161499 members 
Mstep: Class 20 contains 265 members 
Entering Unmasked Estep 
Score: -119293528.000000 Penalty: 68348.125000
Splitting cluster 8 changes total score from -119294768.000000 to -119293528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Entering Unmasked Estep 
Score: -671324.312500 Penalty: 2131.120361
	Iteration 0F: 2 clusters Score -671324.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -666576.750000 Penalty: 4262.240723
	Iteration 0F: 3 clusters Score -666576.8 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -667728.562500 Penalty: 4262.240723
	Iteration 1F: 3 clusters Score -667728.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -667922.437500 Penalty: 4262.240723
	Iteration 2F: 3 clusters Score -667922.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -668032.562500 Penalty: 4262.240723
	Iteration 3Q: 3 clusters Score -668032.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -668108.187500 Penalty: 4262.240723
	Iteration 4Q: 3 clusters Score -668108.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -668161.062500 Penalty: 4262.240723
	Iteration 5Q: 3 clusters Score -668161.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -668203.750000 Penalty: 4262.240723
	Iteration 6Q: 3 clusters Score -668203.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -668228.937500 Penalty: 4262.240723
	Iteration 7Q: 3 clusters Score -668228.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -668255.312500 Penalty: 4262.240723
	Iteration 8Q: 3 clusters Score -668255.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -668277.750000 Penalty: 4262.240723
	Iteration 9Q: 3 clusters Score -668277.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -668291.875000 Penalty: 4262.240723
	Iteration 10Q: 3 clusters Score -668291.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -668315.437500 Penalty: 4262.240723
	Iteration 11Q: 3 clusters Score -668315.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -668332.875000 Penalty: 4262.240723
	Iteration 12Q: 3 clusters Score -668332.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -668354.875000 Penalty: 4262.240723
	Iteration 13Q: 3 clusters Score -668354.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -668374.187500 Penalty: 4262.240723
	Iteration 14Q: 3 clusters Score -668374.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -668390.000000 Penalty: 4262.240723
	Iteration 15Q: 3 clusters Score -668390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -668403.500000 Penalty: 4262.240723
	Iteration 16Q: 3 clusters Score -668403.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -668415.250000 Penalty: 4262.240723
	Iteration 17Q: 3 clusters Score -668415.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -668421.562500 Penalty: 4262.240723
	Iteration 18Q: 3 clusters Score -668421.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -668430.750000 Penalty: 4262.240723
	Iteration 19Q: 3 clusters Score -668430.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -668441.250000 Penalty: 4262.240723
	Iteration 20F: 3 clusters Score -668441.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -668450.250000 Penalty: 4262.240723
	Iteration 21Q: 3 clusters Score -668450.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -668461.125000 Penalty: 4262.240723
	Iteration 22Q: 3 clusters Score -668461.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -668473.875000 Penalty: 4262.240723
	Iteration 23Q: 3 clusters Score -668473.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -668487.312500 Penalty: 4262.240723
	Iteration 24Q: 3 clusters Score -668487.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -668498.625000 Penalty: 4262.240723
	Iteration 25Q: 3 clusters Score -668498.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -668510.625000 Penalty: 4262.240723
	Iteration 26Q: 3 clusters Score -668510.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -668526.062500 Penalty: 4262.240723
	Iteration 27Q: 3 clusters Score -668526.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -668541.812500 Penalty: 4262.240723
	Iteration 28Q: 3 clusters Score -668541.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -668551.687500 Penalty: 4262.240723
	Iteration 29Q: 3 clusters Score -668551.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -668566.062500 Penalty: 4262.240723
	Iteration 30Q: 3 clusters Score -668566.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -668580.500000 Penalty: 4262.240723
	Iteration 31Q: 3 clusters Score -668580.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -668597.750000 Penalty: 4262.240723
	Iteration 32Q: 3 clusters Score -668597.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -668614.062500 Penalty: 4262.240723
	Iteration 33Q: 3 clusters Score -668614.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -668632.687500 Penalty: 4262.240723
	Iteration 34Q: 3 clusters Score -668632.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -668648.125000 Penalty: 4262.240723
	Iteration 35Q: 3 clusters Score -668648.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -668668.375000 Penalty: 4262.240723
	Iteration 36Q: 3 clusters Score -668668.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -668691.000000 Penalty: 4262.240723
	Iteration 37Q: 3 clusters Score -668691 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -668715.687500 Penalty: 4262.240723
	Iteration 38Q: 3 clusters Score -668715.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -668742.687500 Penalty: 4262.240723
	Iteration 39Q: 3 clusters Score -668742.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -668770.187500 Penalty: 4262.240723
	Iteration 40F: 3 clusters Score -668770.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -668806.687500 Penalty: 4262.240723
	Iteration 41Q: 3 clusters Score -668806.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -668844.875000 Penalty: 4262.240723
	Iteration 42Q: 3 clusters Score -668844.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -668891.812500 Penalty: 4262.240723
	Iteration 43Q: 3 clusters Score -668891.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -668938.000000 Penalty: 4262.240723
	Iteration 44Q: 3 clusters Score -668938 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -668982.687500 Penalty: 4262.240723
	Iteration 45Q: 3 clusters Score -668982.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -669015.250000 Penalty: 4262.240723
	Iteration 46Q: 3 clusters Score -669015.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -669056.312500 Penalty: 4262.240723
	Iteration 47Q: 3 clusters Score -669056.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -669116.875000 Penalty: 4262.240723
	Iteration 48Q: 3 clusters Score -669116.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -669158.250000 Penalty: 4262.240723
	Iteration 49Q: 3 clusters Score -669158.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -669192.437500 Penalty: 4262.240723
	Iteration 50Q: 3 clusters Score -669192.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -669236.437500 Penalty: 4262.240723
	Iteration 51Q: 3 clusters Score -669236.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -669269.250000 Penalty: 4262.240723
	Iteration 52Q: 3 clusters Score -669269.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -669298.062500 Penalty: 4262.240723
	Iteration 53Q: 3 clusters Score -669298.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -669322.937500 Penalty: 4262.240723
	Iteration 54Q: 3 clusters Score -669322.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -669344.312500 Penalty: 4262.240723
	Iteration 55Q: 3 clusters Score -669344.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -669358.812500 Penalty: 4262.240723
	Iteration 56Q: 3 clusters Score -669358.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -669373.062500 Penalty: 4262.240723
	Iteration 57Q: 3 clusters Score -669373.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -669381.625000 Penalty: 4262.240723
	Iteration 58Q: 3 clusters Score -669381.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -669392.312500 Penalty: 4262.240723
	Iteration 59Q: 3 clusters Score -669392.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -669400.000000 Penalty: 4262.240723
	Iteration 60F: 3 clusters Score -669400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -669412.312500 Penalty: 4262.240723
	Iteration 61Q: 3 clusters Score -669412.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -669419.375000 Penalty: 4262.240723
	Iteration 62Q: 3 clusters Score -669419.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -669424.687500 Penalty: 4262.240723
	Iteration 63Q: 3 clusters Score -669424.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -669431.187500 Penalty: 4262.240723
	Iteration 64Q: 3 clusters Score -669431.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -669437.250000 Penalty: 4262.240723
	Iteration 65Q: 3 clusters Score -669437.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -669441.375000 Penalty: 4262.240723
	Iteration 66Q: 3 clusters Score -669441.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -669444.375000 Penalty: 4262.240723
	Iteration 67Q: 3 clusters Score -669444.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -669445.000000 Penalty: 4262.240723
	Iteration 68Q: 3 clusters Score -669445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -669446.000000 Penalty: 4262.240723
	Iteration 69Q: 3 clusters Score -669446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -669447.812500 Penalty: 4262.240723
	Iteration 70Q: 3 clusters Score -669447.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -669449.125000 Penalty: 4262.240723
	Iteration 71Q: 3 clusters Score -669449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -669449.312500 Penalty: 4262.240723
	Iteration 72Q: 3 clusters Score -669449.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -669453.062500 Penalty: 4262.240723
	Iteration 73Q: 3 clusters Score -669453.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -669457.500000 Penalty: 4262.240723
	Iteration 74Q: 3 clusters Score -669457.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -669457.312500 Penalty: 4262.240723
	Iteration 75Q: 3 clusters Score -669457.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -669457.312500 Penalty: 4262.240723
	Iteration 76F: 3 clusters Score -669457.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -66750.015625 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -66750.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65200.347656 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -65200.35 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -65590.992188 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -65590.99 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -65784.406250 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -65784.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66017.671875 Penalty: 3205.662598
	Iteration 3F: 3 clusters Score -66017.67 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66264.578125 Penalty: 3205.662598
	Iteration 4F: 3 clusters Score -66264.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66628.968750 Penalty: 3205.662598
	Iteration 5F: 3 clusters Score -66628.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66803.164062 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -66803.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66847.726562 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -66847.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66856.828125 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -66856.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66856.828125 Penalty: 3205.662598
	Iteration 9F: 3 clusters Score -66856.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 65052 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46510 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 283 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177081 members 
Mstep: Class 13 contains 176705 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225586 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 32797 members 
Mstep: Class 18 contains 51321 members 
Mstep: Class 19 contains 161499 members 
Mstep: Class 20 contains 358 members 
Entering Unmasked Estep 
Score: -119293128.000000 Penalty: 68348.125000
Splitting cluster 10 changes total score from -119294768.000000 to -119293128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -55980.210938 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -55980.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54442.148438 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -54442.15 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -54998.144531 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -54998.14 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55442.300781 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -55442.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -55715.332031 Penalty: 3177.812500
	Iteration 3F: 3 clusters Score -55715.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -55996.570312 Penalty: 3177.812500
	Iteration 4F: 3 clusters Score -55996.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -56270.140625 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -56270.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -56326.398438 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -56326.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56448.062500 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -56448.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -56514.511719 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -56514.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56577.550781 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -56577.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56665.175781 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -56665.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56726.488281 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -56726.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56786.703125 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -56786.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56792.230469 Penalty: 3177.812500
	Iteration 13Q: 3 clusters Score -56792.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56793.777344 Penalty: 3177.812500
	Iteration 14Q: 3 clusters Score -56793.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56794.289062 Penalty: 3177.812500
	Iteration 15Q: 3 clusters Score -56794.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56804.082031 Penalty: 3177.812500
	Iteration 16F: 3 clusters Score -56804.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56823.949219 Penalty: 3177.812500
	Iteration 17Q: 3 clusters Score -56823.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56829.148438 Penalty: 3177.812500
	Iteration 18Q: 3 clusters Score -56829.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56831.035156 Penalty: 3177.812500
	Iteration 19Q: 3 clusters Score -56831.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56831.035156 Penalty: 3177.812500
	Iteration 20F: 3 clusters Score -56831.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 65052 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46510 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 177081 members 
Mstep: Class 13 contains 176705 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225586 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 32797 members 
Mstep: Class 18 contains 51321 members 
Mstep: Class 19 contains 161499 members 
Mstep: Class 20 contains 281 members 
Entering Unmasked Estep 
Score: -119293808.000000 Penalty: 68348.125000
Splitting cluster 11 changes total score from -119294768.000000 to -119293808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (177081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177081 members 
Entering Unmasked Estep 
Score: -22244048.000000 Penalty: 2996.922119
	Iteration 0F: 2 clusters Score -2.224405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88718 members 
Mstep: Class 2 contains 88363 members 
Entering Unmasked Estep 
Score: -22126508.000000 Penalty: 5993.844238
	Iteration 0F: 3 clusters Score -2.212651e+07 nChanged 84793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92427 members 
Mstep: Class 2 contains 84654 members 
Entering Unmasked Estep 
Score: -22175544.000000 Penalty: 5993.844238
	Iteration 1F: 3 clusters Score -2.217554e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94826 members 
Mstep: Class 2 contains 82255 members 
Entering Unmasked Estep 
Score: -22176792.000000 Penalty: 5993.844238
	Iteration 2Q: 3 clusters Score -2.217679e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98547 members 
Mstep: Class 2 contains 78534 members 
Entering Unmasked Estep 
Score: -22178578.000000 Penalty: 5993.844238
	Iteration 3Q: 3 clusters Score -2.217858e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104061 members 
Mstep: Class 2 contains 73020 members 
Entering Unmasked Estep 
Score: -22181396.000000 Penalty: 5993.844238
	Iteration 4Q: 3 clusters Score -2.21814e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112137 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -22186442.000000 Penalty: 5993.844238
	Iteration 5F: 3 clusters Score -2.218644e+07 nChanged 12060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123237 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -22194752.000000 Penalty: 5993.844238
	Iteration 6F: 3 clusters Score -2.219475e+07 nChanged 14132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136795 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -22206484.000000 Penalty: 5993.844238
	Iteration 7F: 3 clusters Score -2.220648e+07 nChanged 13736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150295 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -22219322.000000 Penalty: 5993.844238
	Iteration 8F: 3 clusters Score -2.221932e+07 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161100 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -22229756.000000 Penalty: 5993.844238
	Iteration 9F: 3 clusters Score -2.222976e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168016 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -22235922.000000 Penalty: 5993.844238
	Iteration 10Q: 3 clusters Score -2.223592e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171549 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -22238714.000000 Penalty: 5993.844238
	Iteration 11Q: 3 clusters Score -2.223871e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173350 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -22240096.000000 Penalty: 5993.844238
	Iteration 12Q: 3 clusters Score -2.22401e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174303 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -22240802.000000 Penalty: 5993.844238
	Iteration 13Q: 3 clusters Score -2.22408e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174860 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -22241118.000000 Penalty: 5993.844238
	Iteration 14Q: 3 clusters Score -2.224112e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175224 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -22241284.000000 Penalty: 5993.844238
	Iteration 15Q: 3 clusters Score -2.224128e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175459 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -22241428.000000 Penalty: 5993.844238
	Iteration 16Q: 3 clusters Score -2.224143e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175643 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -22241494.000000 Penalty: 5993.844238
	Iteration 17Q: 3 clusters Score -2.224149e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175750 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -22241580.000000 Penalty: 5993.844238
	Iteration 18Q: 3 clusters Score -2.224158e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175828 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -22241644.000000 Penalty: 5993.844238
	Iteration 19Q: 3 clusters Score -2.224164e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175901 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -22241632.000000 Penalty: 5993.844238
	Iteration 20F: 3 clusters Score -2.224163e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175951 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -22241636.000000 Penalty: 5993.844238
	Iteration 21Q: 3 clusters Score -2.224164e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175992 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -22241692.000000 Penalty: 5993.844238
	Iteration 22Q: 3 clusters Score -2.224169e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176037 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -22241694.000000 Penalty: 5993.844238
	Iteration 23Q: 3 clusters Score -2.224169e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176071 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -22241700.000000 Penalty: 5993.844238
	Iteration 24Q: 3 clusters Score -2.22417e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176092 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -22241716.000000 Penalty: 5993.844238
	Iteration 25Q: 3 clusters Score -2.224172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176105 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -22241712.000000 Penalty: 5993.844238
	Iteration 26Q: 3 clusters Score -2.224171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176112 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -22241712.000000 Penalty: 5993.844238
	Iteration 27Q: 3 clusters Score -2.224171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176121 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -22241730.000000 Penalty: 5993.844238
	Iteration 28Q: 3 clusters Score -2.224173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176127 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -22241732.000000 Penalty: 5993.844238
	Iteration 29Q: 3 clusters Score -2.224173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176133 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -22241732.000000 Penalty: 5993.844238
	Iteration 30Q: 3 clusters Score -2.224173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176136 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -22241728.000000 Penalty: 5993.844238
	Iteration 31Q: 3 clusters Score -2.224173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176139 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -22241728.000000 Penalty: 5993.844238
	Iteration 32Q: 3 clusters Score -2.224173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176145 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -22241732.000000 Penalty: 5993.844238
	Iteration 33Q: 3 clusters Score -2.224173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176146 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -22241740.000000 Penalty: 5993.844238
	Iteration 34Q: 3 clusters Score -2.224174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176146 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -22241740.000000 Penalty: 5993.844238
	Iteration 35F: 3 clusters Score -2.224174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (176705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176705 members 
Entering Unmasked Estep 
Score: -22277426.000000 Penalty: 2996.394775
	Iteration 0F: 2 clusters Score -2.227743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88474 members 
Mstep: Class 2 contains 88231 members 
Entering Unmasked Estep 
Score: -22160618.000000 Penalty: 5992.789551
	Iteration 0F: 3 clusters Score -2.216062e+07 nChanged 84762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90480 members 
Mstep: Class 2 contains 86225 members 
Entering Unmasked Estep 
Score: -22210458.000000 Penalty: 5992.789551
	Iteration 1F: 3 clusters Score -2.221046e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Mstep: Class 2 contains 85283 members 
Entering Unmasked Estep 
Score: -22211542.000000 Penalty: 5992.789551
	Iteration 2Q: 3 clusters Score -2.221154e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92774 members 
Mstep: Class 2 contains 83931 members 
Entering Unmasked Estep 
Score: -22212974.000000 Penalty: 5992.789551
	Iteration 3Q: 3 clusters Score -2.221297e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94836 members 
Mstep: Class 2 contains 81869 members 
Entering Unmasked Estep 
Score: -22215104.000000 Penalty: 5992.789551
	Iteration 4Q: 3 clusters Score -2.22151e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97983 members 
Mstep: Class 2 contains 78722 members 
Entering Unmasked Estep 
Score: -22217890.000000 Penalty: 5992.789551
	Iteration 5Q: 3 clusters Score -2.221789e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102549 members 
Mstep: Class 2 contains 74156 members 
Entering Unmasked Estep 
Score: -22222112.000000 Penalty: 5992.789551
	Iteration 6Q: 3 clusters Score -2.222211e+07 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108736 members 
Mstep: Class 2 contains 67969 members 
Entering Unmasked Estep 
Score: -22228920.000000 Penalty: 5992.789551
	Iteration 7F: 3 clusters Score -2.222892e+07 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116077 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
Score: -22237646.000000 Penalty: 5992.789551
	Iteration 8F: 3 clusters Score -2.223765e+07 nChanged 11644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123317 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -22247974.000000 Penalty: 5992.789551
	Iteration 9F: 3 clusters Score -2.224797e+07 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128859 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -22256548.000000 Penalty: 5992.789551
	Iteration 10F: 3 clusters Score -2.225655e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132434 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -22262202.000000 Penalty: 5992.789551
	Iteration 11Q: 3 clusters Score -2.22622e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134989 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -22265702.000000 Penalty: 5992.789551
	Iteration 12Q: 3 clusters Score -2.22657e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137125 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -22268714.000000 Penalty: 5992.789551
	Iteration 13Q: 3 clusters Score -2.226871e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138822 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -22270948.000000 Penalty: 5992.789551
	Iteration 14Q: 3 clusters Score -2.227095e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140144 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -22272656.000000 Penalty: 5992.789551
	Iteration 15Q: 3 clusters Score -2.227266e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141133 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -22273702.000000 Penalty: 5992.789551
	Iteration 16Q: 3 clusters Score -2.22737e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141973 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -22274290.000000 Penalty: 5992.789551
	Iteration 17Q: 3 clusters Score -2.227429e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142608 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -22274674.000000 Penalty: 5992.789551
	Iteration 18Q: 3 clusters Score -2.227467e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143157 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -22274982.000000 Penalty: 5992.789551
	Iteration 19Q: 3 clusters Score -2.227498e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143643 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -22275108.000000 Penalty: 5992.789551
	Iteration 20F: 3 clusters Score -2.227511e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144046 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -22275260.000000 Penalty: 5992.789551
	Iteration 21Q: 3 clusters Score -2.227526e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144355 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -22275292.000000 Penalty: 5992.789551
	Iteration 22Q: 3 clusters Score -2.227529e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144616 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -22275388.000000 Penalty: 5992.789551
	Iteration 23Q: 3 clusters Score -2.227539e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144827 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -22275408.000000 Penalty: 5992.789551
	Iteration 24Q: 3 clusters Score -2.227541e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145008 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -22275442.000000 Penalty: 5992.789551
	Iteration 25Q: 3 clusters Score -2.227544e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145174 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -22275450.000000 Penalty: 5992.789551
	Iteration 26Q: 3 clusters Score -2.227545e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145330 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -22275468.000000 Penalty: 5992.789551
	Iteration 27Q: 3 clusters Score -2.227547e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145469 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -22275442.000000 Penalty: 5992.789551
	Iteration 28Q: 3 clusters Score -2.227544e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145594 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -22275440.000000 Penalty: 5992.789551
	Iteration 29Q: 3 clusters Score -2.227544e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145695 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -22275468.000000 Penalty: 5992.789551
	Iteration 30Q: 3 clusters Score -2.227547e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145791 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -22275452.000000 Penalty: 5992.789551
	Iteration 31Q: 3 clusters Score -2.227545e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145860 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -22275402.000000 Penalty: 5992.789551
	Iteration 32Q: 3 clusters Score -2.22754e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145942 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -22275410.000000 Penalty: 5992.789551
	Iteration 33Q: 3 clusters Score -2.227541e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146007 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -22275414.000000 Penalty: 5992.789551
	Iteration 34Q: 3 clusters Score -2.227541e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146058 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -22275444.000000 Penalty: 5992.789551
	Iteration 35Q: 3 clusters Score -2.227544e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146115 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -22275438.000000 Penalty: 5992.789551
	Iteration 36Q: 3 clusters Score -2.227544e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146180 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -22275476.000000 Penalty: 5992.789551
	Iteration 37Q: 3 clusters Score -2.227548e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146242 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -22275482.000000 Penalty: 5992.789551
	Iteration 38Q: 3 clusters Score -2.227548e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146314 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -22275506.000000 Penalty: 5992.789551
	Iteration 39Q: 3 clusters Score -2.227551e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146388 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -22275502.000000 Penalty: 5992.789551
	Iteration 40F: 3 clusters Score -2.22755e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146456 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -22275498.000000 Penalty: 5992.789551
	Iteration 41Q: 3 clusters Score -2.22755e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146525 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -22275524.000000 Penalty: 5992.789551
	Iteration 42Q: 3 clusters Score -2.227552e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146592 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -22275518.000000 Penalty: 5992.789551
	Iteration 43Q: 3 clusters Score -2.227552e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146651 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -22275522.000000 Penalty: 5992.789551
	Iteration 44Q: 3 clusters Score -2.227552e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146708 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -22275484.000000 Penalty: 5992.789551
	Iteration 45Q: 3 clusters Score -2.227548e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146782 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -22275488.000000 Penalty: 5992.789551
	Iteration 46Q: 3 clusters Score -2.227549e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146866 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -22275504.000000 Penalty: 5992.789551
	Iteration 47Q: 3 clusters Score -2.22755e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146927 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -22275488.000000 Penalty: 5992.789551
	Iteration 48Q: 3 clusters Score -2.227549e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146982 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -22275474.000000 Penalty: 5992.789551
	Iteration 49Q: 3 clusters Score -2.227547e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147032 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -22275478.000000 Penalty: 5992.789551
	Iteration 50Q: 3 clusters Score -2.227548e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147070 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -22275514.000000 Penalty: 5992.789551
	Iteration 51Q: 3 clusters Score -2.227551e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147098 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -22275508.000000 Penalty: 5992.789551
	Iteration 52Q: 3 clusters Score -2.227551e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147133 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -22275508.000000 Penalty: 5992.789551
	Iteration 53Q: 3 clusters Score -2.227551e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147164 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -22275528.000000 Penalty: 5992.789551
	Iteration 54Q: 3 clusters Score -2.227553e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147185 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -22275512.000000 Penalty: 5992.789551
	Iteration 55Q: 3 clusters Score -2.227551e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147205 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -22275516.000000 Penalty: 5992.789551
	Iteration 56Q: 3 clusters Score -2.227552e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147225 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -22275522.000000 Penalty: 5992.789551
	Iteration 57Q: 3 clusters Score -2.227552e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147242 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -22275494.000000 Penalty: 5992.789551
	Iteration 58Q: 3 clusters Score -2.227549e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147259 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -22275494.000000 Penalty: 5992.789551
	Iteration 59Q: 3 clusters Score -2.227549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147275 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -22275498.000000 Penalty: 5992.789551
	Iteration 60F: 3 clusters Score -2.22755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147290 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -22275486.000000 Penalty: 5992.789551
	Iteration 61Q: 3 clusters Score -2.227549e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147304 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -22275474.000000 Penalty: 5992.789551
	Iteration 62Q: 3 clusters Score -2.227547e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147321 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -22275480.000000 Penalty: 5992.789551
	Iteration 63Q: 3 clusters Score -2.227548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147336 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -22275482.000000 Penalty: 5992.789551
	Iteration 64Q: 3 clusters Score -2.227548e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147354 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -22275470.000000 Penalty: 5992.789551
	Iteration 65Q: 3 clusters Score -2.227547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147367 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -22275456.000000 Penalty: 5992.789551
	Iteration 66Q: 3 clusters Score -2.227546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147377 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -22275468.000000 Penalty: 5992.789551
	Iteration 67Q: 3 clusters Score -2.227547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147386 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -22275470.000000 Penalty: 5992.789551
	Iteration 68Q: 3 clusters Score -2.227547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147394 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -22275490.000000 Penalty: 5992.789551
	Iteration 69Q: 3 clusters Score -2.227549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147402 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -22275482.000000 Penalty: 5992.789551
	Iteration 70Q: 3 clusters Score -2.227548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147409 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -22275480.000000 Penalty: 5992.789551
	Iteration 71Q: 3 clusters Score -2.227548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147414 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -22275492.000000 Penalty: 5992.789551
	Iteration 72Q: 3 clusters Score -2.227549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147422 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -22275496.000000 Penalty: 5992.789551
	Iteration 73Q: 3 clusters Score -2.22755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147430 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -22275480.000000 Penalty: 5992.789551
	Iteration 74Q: 3 clusters Score -2.227548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147438 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -22275492.000000 Penalty: 5992.789551
	Iteration 75Q: 3 clusters Score -2.227549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147444 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -22275480.000000 Penalty: 5992.789551
	Iteration 76Q: 3 clusters Score -2.227548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147449 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -22275472.000000 Penalty: 5992.789551
	Iteration 77Q: 3 clusters Score -2.227547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147452 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -22275490.000000 Penalty: 5992.789551
	Iteration 78Q: 3 clusters Score -2.227549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147455 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -22275496.000000 Penalty: 5992.789551
	Iteration 79Q: 3 clusters Score -2.22755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147462 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -22275498.000000 Penalty: 5992.789551
	Iteration 80F: 3 clusters Score -2.22755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147470 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -22275496.000000 Penalty: 5992.789551
	Iteration 81Q: 3 clusters Score -2.22755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147477 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -22275482.000000 Penalty: 5992.789551
	Iteration 82Q: 3 clusters Score -2.227548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147483 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -22275496.000000 Penalty: 5992.789551
	Iteration 83Q: 3 clusters Score -2.22755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147492 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -22275502.000000 Penalty: 5992.789551
	Iteration 84Q: 3 clusters Score -2.22755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147504 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -22275508.000000 Penalty: 5992.789551
	Iteration 85Q: 3 clusters Score -2.227551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147515 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -22275526.000000 Penalty: 5992.789551
	Iteration 86Q: 3 clusters Score -2.227553e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147529 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -22275494.000000 Penalty: 5992.789551
	Iteration 87Q: 3 clusters Score -2.227549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147542 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -22275502.000000 Penalty: 5992.789551
	Iteration 88Q: 3 clusters Score -2.22755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147553 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -22275520.000000 Penalty: 5992.789551
	Iteration 89Q: 3 clusters Score -2.227552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147564 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -22275508.000000 Penalty: 5992.789551
	Iteration 90Q: 3 clusters Score -2.227551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147570 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -22275508.000000 Penalty: 5992.789551
	Iteration 91Q: 3 clusters Score -2.227551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147578 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -22275506.000000 Penalty: 5992.789551
	Iteration 92Q: 3 clusters Score -2.227551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147582 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -22275504.000000 Penalty: 5992.789551
	Iteration 93Q: 3 clusters Score -2.22755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147585 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -22275504.000000 Penalty: 5992.789551
	Iteration 94Q: 3 clusters Score -2.22755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147587 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -22275512.000000 Penalty: 5992.789551
	Iteration 95Q: 3 clusters Score -2.227551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147590 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -22275498.000000 Penalty: 5992.789551
	Iteration 96Q: 3 clusters Score -2.22755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147591 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -22275488.000000 Penalty: 5992.789551
	Iteration 97Q: 3 clusters Score -2.227549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147591 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -22275488.000000 Penalty: 5992.789551
	Iteration 98F: 3 clusters Score -2.227549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -76319.570312 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -76319.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -74591.171875 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -74591.17 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -75284.500000 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -75284.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -75594.875000 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -75594.88 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -75896.281250 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -75896.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -76114.695312 Penalty: 3329.023193
	Iteration 4F: 3 clusters Score -76114.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -76340.554688 Penalty: 3329.023193
	Iteration 5F: 3 clusters Score -76340.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76475.796875 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -76475.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76562.320312 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -76562.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76654.851562 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -76654.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76776.437500 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -76776.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76879.664062 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -76879.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77010.187500 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -77010.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -77099.023438 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -77099.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -77149.710938 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -77149.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77193.218750 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -77193.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -77241.859375 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -77241.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77426.843750 Penalty: 3329.023193
	Iteration 16Q: 3 clusters Score -77426.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77430.093750 Penalty: 3329.023193
	Iteration 17Q: 3 clusters Score -77430.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77431.304688 Penalty: 3329.023193
	Iteration 18Q: 3 clusters Score -77431.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77431.304688 Penalty: 3329.023193
	Iteration 19F: 3 clusters Score -77431.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 65052 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46510 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177081 members 
Mstep: Class 13 contains 176705 members 
Mstep: Class 14 contains 489 members 
Mstep: Class 15 contains 225586 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 32797 members 
Mstep: Class 18 contains 51321 members 
Mstep: Class 19 contains 161499 members 
Mstep: Class 20 contains 333 members 
Entering Unmasked Estep 
Score: -119294120.000000 Penalty: 68348.125000
Splitting cluster 14 changes total score from -119294768.000000 to -119294120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (225586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225586 members 
Entering Unmasked Estep 
Score: -28334640.000000 Penalty: 3056.961426
	Iteration 0F: 2 clusters Score -2.833464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112709 members 
Mstep: Class 2 contains 112877 members 
Entering Unmasked Estep 
Score: -28187944.000000 Penalty: 6113.922852
	Iteration 0F: 3 clusters Score -2.818794e+07 nChanged 108814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112131 members 
Mstep: Class 2 contains 113455 members 
Entering Unmasked Estep 
Score: -28251206.000000 Penalty: 6113.922852
	Iteration 1F: 3 clusters Score -2.825121e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111532 members 
Mstep: Class 2 contains 114054 members 
Entering Unmasked Estep 
Score: -28251820.000000 Penalty: 6113.922852
	Iteration 2Q: 3 clusters Score -2.825182e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110551 members 
Mstep: Class 2 contains 115035 members 
Entering Unmasked Estep 
Score: -28252530.000000 Penalty: 6113.922852
	Iteration 3Q: 3 clusters Score -2.825253e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108963 members 
Mstep: Class 2 contains 116623 members 
Entering Unmasked Estep 
Score: -28253246.000000 Penalty: 6113.922852
	Iteration 4Q: 3 clusters Score -2.825325e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106688 members 
Mstep: Class 2 contains 118898 members 
Entering Unmasked Estep 
Score: -28253924.000000 Penalty: 6113.922852
	Iteration 5Q: 3 clusters Score -2.825392e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103129 members 
Mstep: Class 2 contains 122457 members 
Entering Unmasked Estep 
Score: -28254872.000000 Penalty: 6113.922852
	Iteration 6Q: 3 clusters Score -2.825487e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97699 members 
Mstep: Class 2 contains 127887 members 
Entering Unmasked Estep 
Score: -28256592.000000 Penalty: 6113.922852
	Iteration 7Q: 3 clusters Score -2.825659e+07 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89589 members 
Mstep: Class 2 contains 135997 members 
Entering Unmasked Estep 
Score: -28259560.000000 Penalty: 6113.922852
	Iteration 8Q: 3 clusters Score -2.825956e+07 nChanged 12109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77600 members 
Mstep: Class 2 contains 147986 members 
Entering Unmasked Estep 
Score: -28265984.000000 Penalty: 6113.922852
	Iteration 9F: 3 clusters Score -2.826598e+07 nChanged 16693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60929 members 
Mstep: Class 2 contains 164657 members 
Entering Unmasked Estep 
Score: -28277658.000000 Penalty: 6113.922852
	Iteration 10F: 3 clusters Score -2.827766e+07 nChanged 20292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 184943 members 
Entering Unmasked Estep 
Score: -28294684.000000 Penalty: 6113.922852
	Iteration 11F: 3 clusters Score -2.829468e+07 nChanged 19337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 204280 members 
Entering Unmasked Estep 
Score: -28312358.000000 Penalty: 6113.922852
	Iteration 12F: 3 clusters Score -2.831236e+07 nChanged 12980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 217260 members 
Entering Unmasked Estep 
Score: -28324508.000000 Penalty: 6113.922852
	Iteration 13F: 3 clusters Score -2.832451e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 222965 members 
Entering Unmasked Estep 
Score: -28329508.000000 Penalty: 6113.922852
	Iteration 14Q: 3 clusters Score -2.832951e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 224746 members 
Entering Unmasked Estep 
Score: -28331168.000000 Penalty: 6113.922852
	Iteration 15Q: 3 clusters Score -2.833117e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 225172 members 
Entering Unmasked Estep 
Score: -28331594.000000 Penalty: 6113.922852
	Iteration 16Q: 3 clusters Score -2.833159e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 225271 members 
Entering Unmasked Estep 
Score: -28331750.000000 Penalty: 6113.922852
	Iteration 17Q: 3 clusters Score -2.833175e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 225294 members 
Entering Unmasked Estep 
Score: -28331820.000000 Penalty: 6113.922852
	Iteration 18Q: 3 clusters Score -2.833182e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 225304 members 
Entering Unmasked Estep 
Score: -28331868.000000 Penalty: 6113.922852
	Iteration 19Q: 3 clusters Score -2.833187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 225310 members 
Entering Unmasked Estep 
Score: -28331904.000000 Penalty: 6113.922852
	Iteration 20F: 3 clusters Score -2.83319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 225313 members 
Entering Unmasked Estep 
Score: -28331922.000000 Penalty: 6113.922852
	Iteration 21Q: 3 clusters Score -2.833192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 225316 members 
Entering Unmasked Estep 
Score: -28331960.000000 Penalty: 6113.922852
	Iteration 22Q: 3 clusters Score -2.833196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 225321 members 
Entering Unmasked Estep 
Score: -28331974.000000 Penalty: 6113.922852
	Iteration 23Q: 3 clusters Score -2.833197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 225322 members 
Entering Unmasked Estep 
Score: -28331986.000000 Penalty: 6113.922852
	Iteration 24Q: 3 clusters Score -2.833199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 225322 members 
Entering Unmasked Estep 
Score: -28331986.000000 Penalty: 6113.922852
	Iteration 25Q: 3 clusters Score -2.833199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 225321 members 
Entering Unmasked Estep 
Score: -28332018.000000 Penalty: 6113.922852
	Iteration 26Q: 3 clusters Score -2.833202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 225324 members 
Entering Unmasked Estep 
Score: -28332006.000000 Penalty: 6113.922852
	Iteration 27Q: 3 clusters Score -2.833201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 225324 members 
Entering Unmasked Estep 
Score: -28332006.000000 Penalty: 6113.922852
	Iteration 28Q: 3 clusters Score -2.833201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 225324 members 
Entering Unmasked Estep 
Score: -28332006.000000 Penalty: 6113.922852
	Iteration 29Q: 3 clusters Score -2.833201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 225323 members 
Entering Unmasked Estep 
Score: -28332000.000000 Penalty: 6113.922852
	Iteration 30Q: 3 clusters Score -2.8332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 225323 members 
Entering Unmasked Estep 
Score: -28332000.000000 Penalty: 6113.922852
	Iteration 31F: 3 clusters Score -2.8332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Entering Unmasked Estep 
Score: -906316.875000 Penalty: 2213.611572
	Iteration 0F: 2 clusters Score -906316.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -900237.562500 Penalty: 4427.223145
	Iteration 0F: 3 clusters Score -900237.6 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -902080.375000 Penalty: 4427.223145
	Iteration 1F: 3 clusters Score -902080.4 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -902689.312500 Penalty: 4427.223145
	Iteration 2F: 3 clusters Score -902689.3 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -903241.875000 Penalty: 4427.223145
	Iteration 3F: 3 clusters Score -903241.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -903752.875000 Penalty: 4427.223145
	Iteration 4F: 3 clusters Score -903752.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -904187.437500 Penalty: 4427.223145
	Iteration 5F: 3 clusters Score -904187.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -904509.062500 Penalty: 4427.223145
	Iteration 6F: 3 clusters Score -904509.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -904726.000000 Penalty: 4427.223145
	Iteration 7Q: 3 clusters Score -904726 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -904877.437500 Penalty: 4427.223145
	Iteration 8Q: 3 clusters Score -904877.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -904986.812500 Penalty: 4427.223145
	Iteration 9Q: 3 clusters Score -904986.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -905070.812500 Penalty: 4427.223145
	Iteration 10Q: 3 clusters Score -905070.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -905134.312500 Penalty: 4427.223145
	Iteration 11Q: 3 clusters Score -905134.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -905180.875000 Penalty: 4427.223145
	Iteration 12Q: 3 clusters Score -905180.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -905205.312500 Penalty: 4427.223145
	Iteration 13Q: 3 clusters Score -905205.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -905227.437500 Penalty: 4427.223145
	Iteration 14Q: 3 clusters Score -905227.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -905237.625000 Penalty: 4427.223145
	Iteration 15Q: 3 clusters Score -905237.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -905252.750000 Penalty: 4427.223145
	Iteration 16Q: 3 clusters Score -905252.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -905263.000000 Penalty: 4427.223145
	Iteration 17Q: 3 clusters Score -905263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -905269.562500 Penalty: 4427.223145
	Iteration 18Q: 3 clusters Score -905269.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -905271.125000 Penalty: 4427.223145
	Iteration 19Q: 3 clusters Score -905271.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -905274.812500 Penalty: 4427.223145
	Iteration 20F: 3 clusters Score -905274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -905276.312500 Penalty: 4427.223145
	Iteration 21Q: 3 clusters Score -905276.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -905279.875000 Penalty: 4427.223145
	Iteration 22Q: 3 clusters Score -905279.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -905284.062500 Penalty: 4427.223145
	Iteration 23Q: 3 clusters Score -905284.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -905287.375000 Penalty: 4427.223145
	Iteration 24Q: 3 clusters Score -905287.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -905287.125000 Penalty: 4427.223145
	Iteration 25Q: 3 clusters Score -905287.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -905287.625000 Penalty: 4427.223145
	Iteration 26Q: 3 clusters Score -905287.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -905288.750000 Penalty: 4427.223145
	Iteration 27Q: 3 clusters Score -905288.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -905288.250000 Penalty: 4427.223145
	Iteration 28Q: 3 clusters Score -905288.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -905288.250000 Penalty: 4427.223145
	Iteration 29F: 3 clusters Score -905288.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Entering Unmasked Estep 
Score: -4179126.750000 Penalty: 2578.726807
	Iteration 0F: 2 clusters Score -4179127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -4156630.500000 Penalty: 5157.453613
	Iteration 0F: 3 clusters Score -4156630 nChanged 14822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -4165051.250000 Penalty: 5157.453613
	Iteration 1F: 3 clusters Score -4165051 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -4165508.000000 Penalty: 5157.453613
	Iteration 2Q: 3 clusters Score -4165508 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -4165955.750000 Penalty: 5157.453613
	Iteration 3Q: 3 clusters Score -4165956 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -4166453.000000 Penalty: 5157.453613
	Iteration 4Q: 3 clusters Score -4166453 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -4167027.250000 Penalty: 5157.453613
	Iteration 5Q: 3 clusters Score -4167027 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -4167711.500000 Penalty: 5157.453613
	Iteration 6Q: 3 clusters Score -4167712 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -4168581.000000 Penalty: 5157.453613
	Iteration 7Q: 3 clusters Score -4168581 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -4169473.500000 Penalty: 5157.453613
	Iteration 8Q: 3 clusters Score -4169474 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -4170440.500000 Penalty: 5157.453613
	Iteration 9Q: 3 clusters Score -4170440 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -4171373.250000 Penalty: 5157.453613
	Iteration 10Q: 3 clusters Score -4171373 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -4172212.000000 Penalty: 5157.453613
	Iteration 11Q: 3 clusters Score -4172212 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -4172907.250000 Penalty: 5157.453613
	Iteration 12Q: 3 clusters Score -4172907 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -4173416.750000 Penalty: 5157.453613
	Iteration 13Q: 3 clusters Score -4173417 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -4173785.500000 Penalty: 5157.453613
	Iteration 14Q: 3 clusters Score -4173786 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -4174071.500000 Penalty: 5157.453613
	Iteration 15Q: 3 clusters Score -4174072 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -4174281.000000 Penalty: 5157.453613
	Iteration 16Q: 3 clusters Score -4174281 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -4174525.250000 Penalty: 5157.453613
	Iteration 17Q: 3 clusters Score -4174525 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -4174727.750000 Penalty: 5157.453613
	Iteration 18Q: 3 clusters Score -4174728 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -4174919.500000 Penalty: 5157.453613
	Iteration 19Q: 3 clusters Score -4174920 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -4175100.250000 Penalty: 5157.453613
	Iteration 20F: 3 clusters Score -4175100 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -4175259.000000 Penalty: 5157.453613
	Iteration 21Q: 3 clusters Score -4175259 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -4175388.750000 Penalty: 5157.453613
	Iteration 22Q: 3 clusters Score -4175389 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -4175514.000000 Penalty: 5157.453613
	Iteration 23Q: 3 clusters Score -4175514 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -4175643.000000 Penalty: 5157.453613
	Iteration 24Q: 3 clusters Score -4175643 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -4175765.750000 Penalty: 5157.453613
	Iteration 25Q: 3 clusters Score -4175766 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -4175905.250000 Penalty: 5157.453613
	Iteration 26Q: 3 clusters Score -4175905 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -4176041.000000 Penalty: 5157.453613
	Iteration 27Q: 3 clusters Score -4176041 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -4176155.500000 Penalty: 5157.453613
	Iteration 28Q: 3 clusters Score -4176156 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -4176262.750000 Penalty: 5157.453613
	Iteration 29Q: 3 clusters Score -4176263 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -4176356.000000 Penalty: 5157.453613
	Iteration 30Q: 3 clusters Score -4176356 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -4176467.500000 Penalty: 5157.453613
	Iteration 31Q: 3 clusters Score -4176468 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -4176544.500000 Penalty: 5157.453613
	Iteration 32Q: 3 clusters Score -4176544 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -4176610.750000 Penalty: 5157.453613
	Iteration 33Q: 3 clusters Score -4176611 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -4176667.000000 Penalty: 5157.453613
	Iteration 34Q: 3 clusters Score -4176667 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -4176701.750000 Penalty: 5157.453613
	Iteration 35Q: 3 clusters Score -4176702 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -4176728.750000 Penalty: 5157.453613
	Iteration 36Q: 3 clusters Score -4176729 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -4176755.250000 Penalty: 5157.453613
	Iteration 37Q: 3 clusters Score -4176755 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -4176767.500000 Penalty: 5157.453613
	Iteration 38Q: 3 clusters Score -4176768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -4176781.750000 Penalty: 5157.453613
	Iteration 39Q: 3 clusters Score -4176782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -4176791.250000 Penalty: 5157.453613
	Iteration 40F: 3 clusters Score -4176791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -4176803.000000 Penalty: 5157.453613
	Iteration 41Q: 3 clusters Score -4176803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -4176818.000000 Penalty: 5157.453613
	Iteration 42Q: 3 clusters Score -4176818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -4176819.750000 Penalty: 5157.453613
	Iteration 43Q: 3 clusters Score -4176820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -4176833.500000 Penalty: 5157.453613
	Iteration 44Q: 3 clusters Score -4176834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -4176835.000000 Penalty: 5157.453613
	Iteration 45Q: 3 clusters Score -4176835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -4176840.750000 Penalty: 5157.453613
	Iteration 46Q: 3 clusters Score -4176841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -4176837.500000 Penalty: 5157.453613
	Iteration 47Q: 3 clusters Score -4176838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -4176846.500000 Penalty: 5157.453613
	Iteration 48Q: 3 clusters Score -4176846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -4176853.250000 Penalty: 5157.453613
	Iteration 49Q: 3 clusters Score -4176853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -4176859.250000 Penalty: 5157.453613
	Iteration 50Q: 3 clusters Score -4176859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -4176861.750000 Penalty: 5157.453613
	Iteration 51Q: 3 clusters Score -4176862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -4176864.000000 Penalty: 5157.453613
	Iteration 52Q: 3 clusters Score -4176864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -4176861.500000 Penalty: 5157.453613
	Iteration 53Q: 3 clusters Score -4176862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -4176861.500000 Penalty: 5157.453613
	Iteration 54F: 3 clusters Score -4176862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Entering Unmasked Estep 
Score: -6533093.500000 Penalty: 2689.772217
	Iteration 0F: 2 clusters Score -6533094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -6498644.500000 Penalty: 5379.544434
	Iteration 0F: 3 clusters Score -6498644 nChanged 23618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -6511577.500000 Penalty: 5379.544434
	Iteration 1F: 3 clusters Score -6511578 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -6512124.500000 Penalty: 5379.544434
	Iteration 2Q: 3 clusters Score -6512124 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -6512692.000000 Penalty: 5379.544434
	Iteration 3Q: 3 clusters Score -6512692 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -6513212.500000 Penalty: 5379.544434
	Iteration 4Q: 3 clusters Score -6513212 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -6513777.000000 Penalty: 5379.544434
	Iteration 5Q: 3 clusters Score -6513777 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -6514589.500000 Penalty: 5379.544434
	Iteration 6Q: 3 clusters Score -6514590 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -6515864.000000 Penalty: 5379.544434
	Iteration 7Q: 3 clusters Score -6515864 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -6517688.000000 Penalty: 5379.544434
	Iteration 8F: 3 clusters Score -6517688 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -6520305.000000 Penalty: 5379.544434
	Iteration 9F: 3 clusters Score -6520305 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -6523380.000000 Penalty: 5379.544434
	Iteration 10F: 3 clusters Score -6523380 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -6526255.000000 Penalty: 5379.544434
	Iteration 11F: 3 clusters Score -6526255 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -6528309.000000 Penalty: 5379.544434
	Iteration 12Q: 3 clusters Score -6528309 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -6529445.500000 Penalty: 5379.544434
	Iteration 13Q: 3 clusters Score -6529446 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6529979.000000 Penalty: 5379.544434
	Iteration 14Q: 3 clusters Score -6529979 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6530277.500000 Penalty: 5379.544434
	Iteration 15Q: 3 clusters Score -6530278 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50273 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6530428.000000 Penalty: 5379.544434
	Iteration 16Q: 3 clusters Score -6530428 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6530488.500000 Penalty: 5379.544434
	Iteration 17Q: 3 clusters Score -6530488 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50466 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6530530.000000 Penalty: 5379.544434
	Iteration 18Q: 3 clusters Score -6530530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6530577.000000 Penalty: 5379.544434
	Iteration 19Q: 3 clusters Score -6530577 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6530602.000000 Penalty: 5379.544434
	Iteration 20F: 3 clusters Score -6530602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6530639.000000 Penalty: 5379.544434
	Iteration 21Q: 3 clusters Score -6530639 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6530667.500000 Penalty: 5379.544434
	Iteration 22Q: 3 clusters Score -6530668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6530686.500000 Penalty: 5379.544434
	Iteration 23Q: 3 clusters Score -6530686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6530698.500000 Penalty: 5379.544434
	Iteration 24Q: 3 clusters Score -6530698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6530708.500000 Penalty: 5379.544434
	Iteration 25Q: 3 clusters Score -6530708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6530705.500000 Penalty: 5379.544434
	Iteration 26Q: 3 clusters Score -6530706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6530705.000000 Penalty: 5379.544434
	Iteration 27Q: 3 clusters Score -6530705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6530709.500000 Penalty: 5379.544434
	Iteration 28Q: 3 clusters Score -6530710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6530708.000000 Penalty: 5379.544434
	Iteration 29Q: 3 clusters Score -6530708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6530717.500000 Penalty: 5379.544434
	Iteration 30Q: 3 clusters Score -6530718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6530724.500000 Penalty: 5379.544434
	Iteration 31Q: 3 clusters Score -6530724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6530735.500000 Penalty: 5379.544434
	Iteration 32Q: 3 clusters Score -6530736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6530736.500000 Penalty: 5379.544434
	Iteration 33Q: 3 clusters Score -6530736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6530740.000000 Penalty: 5379.544434
	Iteration 34Q: 3 clusters Score -6530740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6530746.500000 Penalty: 5379.544434
	Iteration 35Q: 3 clusters Score -6530746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6530746.000000 Penalty: 5379.544434
	Iteration 36Q: 3 clusters Score -6530746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6530735.500000 Penalty: 5379.544434
	Iteration 37Q: 3 clusters Score -6530736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6530744.500000 Penalty: 5379.544434
	Iteration 38Q: 3 clusters Score -6530744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6530750.500000 Penalty: 5379.544434
	Iteration 39Q: 3 clusters Score -6530750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6530755.000000 Penalty: 5379.544434
	Iteration 40F: 3 clusters Score -6530755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6530749.500000 Penalty: 5379.544434
	Iteration 41Q: 3 clusters Score -6530750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6530748.500000 Penalty: 5379.544434
	Iteration 42Q: 3 clusters Score -6530748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6530754.500000 Penalty: 5379.544434
	Iteration 43Q: 3 clusters Score -6530754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6530754.500000 Penalty: 5379.544434
	Iteration 44F: 3 clusters Score -6530754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (161499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161499 members 
Entering Unmasked Estep 
Score: -20429174.000000 Penalty: 2974.079102
	Iteration 0F: 2 clusters Score -2.042917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80586 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
Score: -20320800.000000 Penalty: 5948.158203
	Iteration 0F: 3 clusters Score -2.03208e+07 nChanged 77457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 83678 members 
Entering Unmasked Estep 
Score: -20365634.000000 Penalty: 5948.158203
	Iteration 1F: 3 clusters Score -2.036563e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75668 members 
Mstep: Class 2 contains 85831 members 
Entering Unmasked Estep 
Score: -20366460.000000 Penalty: 5948.158203
	Iteration 2Q: 3 clusters Score -2.036646e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72360 members 
Mstep: Class 2 contains 89139 members 
Entering Unmasked Estep 
Score: -20367978.000000 Penalty: 5948.158203
	Iteration 3Q: 3 clusters Score -2.036798e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67132 members 
Mstep: Class 2 contains 94367 members 
Entering Unmasked Estep 
Score: -20370320.000000 Penalty: 5948.158203
	Iteration 4Q: 3 clusters Score -2.037032e+07 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59350 members 
Mstep: Class 2 contains 102149 members 
Entering Unmasked Estep 
Score: -20374570.000000 Penalty: 5948.158203
	Iteration 5F: 3 clusters Score -2.037457e+07 nChanged 11355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 112900 members 
Entering Unmasked Estep 
Score: -20382164.000000 Penalty: 5948.158203
	Iteration 6F: 3 clusters Score -2.038216e+07 nChanged 13960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 126482 members 
Entering Unmasked Estep 
Score: -20393866.000000 Penalty: 5948.158203
	Iteration 7F: 3 clusters Score -2.039387e+07 nChanged 13980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 140326 members 
Entering Unmasked Estep 
Score: -20407624.000000 Penalty: 5948.158203
	Iteration 8F: 3 clusters Score -2.040762e+07 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 150731 members 
Entering Unmasked Estep 
Score: -20418188.000000 Penalty: 5948.158203
	Iteration 9F: 3 clusters Score -2.041819e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 156256 members 
Entering Unmasked Estep 
Score: -20423792.000000 Penalty: 5948.158203
	Iteration 10Q: 3 clusters Score -2.042379e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 158486 members 
Entering Unmasked Estep 
Score: -20426010.000000 Penalty: 5948.158203
	Iteration 11Q: 3 clusters Score -2.042601e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 159351 members 
Entering Unmasked Estep 
Score: -20426790.000000 Penalty: 5948.158203
	Iteration 12Q: 3 clusters Score -2.042679e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 159766 members 
Entering Unmasked Estep 
Score: -20427072.000000 Penalty: 5948.158203
	Iteration 13Q: 3 clusters Score -2.042707e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 160003 members 
Entering Unmasked Estep 
Score: -20427208.000000 Penalty: 5948.158203
	Iteration 14Q: 3 clusters Score -2.042721e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 160158 members 
Entering Unmasked Estep 
Score: -20427362.000000 Penalty: 5948.158203
	Iteration 15Q: 3 clusters Score -2.042736e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 160254 members 
Entering Unmasked Estep 
Score: -20427420.000000 Penalty: 5948.158203
	Iteration 16Q: 3 clusters Score -2.042742e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 160317 members 
Entering Unmasked Estep 
Score: -20427434.000000 Penalty: 5948.158203
	Iteration 17Q: 3 clusters Score -2.042743e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 160370 members 
Entering Unmasked Estep 
Score: -20427498.000000 Penalty: 5948.158203
	Iteration 18Q: 3 clusters Score -2.04275e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 160401 members 
Entering Unmasked Estep 
Score: -20427502.000000 Penalty: 5948.158203
	Iteration 19Q: 3 clusters Score -2.04275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 160422 members 
Entering Unmasked Estep 
Score: -20427498.000000 Penalty: 5948.158203
	Iteration 20F: 3 clusters Score -2.04275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 160436 members 
Entering Unmasked Estep 
Score: -20427508.000000 Penalty: 5948.158203
	Iteration 21Q: 3 clusters Score -2.042751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 160448 members 
Entering Unmasked Estep 
Score: -20427520.000000 Penalty: 5948.158203
	Iteration 22Q: 3 clusters Score -2.042752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 160456 members 
Entering Unmasked Estep 
Score: -20427530.000000 Penalty: 5948.158203
	Iteration 23Q: 3 clusters Score -2.042753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 160463 members 
Entering Unmasked Estep 
Score: -20427524.000000 Penalty: 5948.158203
	Iteration 24Q: 3 clusters Score -2.042752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 160468 members 
Entering Unmasked Estep 
Score: -20427528.000000 Penalty: 5948.158203
	Iteration 25Q: 3 clusters Score -2.042753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 160473 members 
Entering Unmasked Estep 
Score: -20427530.000000 Penalty: 5948.158203
	Iteration 26Q: 3 clusters Score -2.042753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 160478 members 
Entering Unmasked Estep 
Score: -20427518.000000 Penalty: 5948.158203
	Iteration 27Q: 3 clusters Score -2.042752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 160483 members 
Entering Unmasked Estep 
Score: -20427516.000000 Penalty: 5948.158203
	Iteration 28Q: 3 clusters Score -2.042752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 160489 members 
Entering Unmasked Estep 
Score: -20427522.000000 Penalty: 5948.158203
	Iteration 29Q: 3 clusters Score -2.042752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 160492 members 
Entering Unmasked Estep 
Score: -20427512.000000 Penalty: 5948.158203
	Iteration 30Q: 3 clusters Score -2.042751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 160495 members 
Entering Unmasked Estep 
Score: -20427514.000000 Penalty: 5948.158203
	Iteration 31Q: 3 clusters Score -2.042751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 160498 members 
Entering Unmasked Estep 
Score: -20427508.000000 Penalty: 5948.158203
	Iteration 32Q: 3 clusters Score -2.042751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 160501 members 
Entering Unmasked Estep 
Score: -20427502.000000 Penalty: 5948.158203
	Iteration 33Q: 3 clusters Score -2.04275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 160503 members 
Entering Unmasked Estep 
Score: -20427502.000000 Penalty: 5948.158203
	Iteration 34Q: 3 clusters Score -2.04275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 160508 members 
Entering Unmasked Estep 
Score: -20427508.000000 Penalty: 5948.158203
	Iteration 35Q: 3 clusters Score -2.042751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 160512 members 
Entering Unmasked Estep 
Score: -20427504.000000 Penalty: 5948.158203
	Iteration 36Q: 3 clusters Score -2.04275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 160513 members 
Entering Unmasked Estep 
Score: -20427508.000000 Penalty: 5948.158203
	Iteration 37Q: 3 clusters Score -2.042751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 160514 members 
Entering Unmasked Estep 
Score: -20427498.000000 Penalty: 5948.158203
	Iteration 38Q: 3 clusters Score -2.04275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 160515 members 
Entering Unmasked Estep 
Score: -20427500.000000 Penalty: 5948.158203
	Iteration 39Q: 3 clusters Score -2.04275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 160516 members 
Entering Unmasked Estep 
Score: -20427496.000000 Penalty: 5948.158203
	Iteration 40F: 3 clusters Score -2.04275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 160517 members 
Entering Unmasked Estep 
Score: -20427496.000000 Penalty: 5948.158203
	Iteration 41Q: 3 clusters Score -2.04275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 160517 members 
Entering Unmasked Estep 
Score: -20427496.000000 Penalty: 5948.158203
	Iteration 42F: 3 clusters Score -2.04275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 65052 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46510 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177081 members 
Mstep: Class 13 contains 176705 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225586 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 32797 members 
Mstep: Class 18 contains 51321 members 
Mstep: Class 19 contains 161499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294824.000000 Penalty: 64930.714844
Iteration 119Q: 20 clusters Score -1.192948e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 65043 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46516 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177063 members 
Mstep: Class 13 contains 176690 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225622 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 51324 members 
Mstep: Class 19 contains 161491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294976.000000 Penalty: 64930.714844
Iteration 120F: 20 clusters Score -1.19295e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 65035 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46522 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 177037 members 
Mstep: Class 13 contains 176672 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225673 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 32803 members 
Mstep: Class 18 contains 51320 members 
Mstep: Class 19 contains 161487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295040.000000 Penalty: 64930.714844
Iteration 121Q: 20 clusters Score -1.19295e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 65024 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46529 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176992 members 
Mstep: Class 13 contains 176656 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225730 members 
Mstep: Class 16 contains 7523 members 
Mstep: Class 17 contains 32809 members 
Mstep: Class 18 contains 51319 members 
Mstep: Class 19 contains 161491 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 20 clusters Score -1.192951e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 65016 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46533 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176948 members 
Mstep: Class 13 contains 176649 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225773 members 
Mstep: Class 16 contains 7522 members 
Mstep: Class 17 contains 32814 members 
Mstep: Class 18 contains 51316 members 
Mstep: Class 19 contains 161501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295080.000000 Penalty: 64930.714844
Iteration 123Q: 20 clusters Score -1.192951e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 65005 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46538 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176921 members 
Mstep: Class 13 contains 176638 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225816 members 
Mstep: Class 16 contains 7520 members 
Mstep: Class 17 contains 32819 members 
Mstep: Class 18 contains 51313 members 
Mstep: Class 19 contains 161502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295088.000000 Penalty: 64930.714844
Iteration 124Q: 20 clusters Score -1.192951e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 65000 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46542 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176891 members 
Mstep: Class 13 contains 176633 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225855 members 
Mstep: Class 16 contains 7518 members 
Mstep: Class 17 contains 32818 members 
Mstep: Class 18 contains 51309 members 
Mstep: Class 19 contains 161507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295112.000000 Penalty: 64930.714844
Iteration 125Q: 20 clusters Score -1.192951e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64992 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46547 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176866 members 
Mstep: Class 13 contains 176640 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225886 members 
Mstep: Class 16 contains 7514 members 
Mstep: Class 17 contains 32816 members 
Mstep: Class 18 contains 51300 members 
Mstep: Class 19 contains 161513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295064.000000 Penalty: 64930.714844
Iteration 126Q: 20 clusters Score -1.192951e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64982 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46549 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176849 members 
Mstep: Class 13 contains 176638 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225919 members 
Mstep: Class 16 contains 7512 members 
Mstep: Class 17 contains 32820 members 
Mstep: Class 18 contains 51293 members 
Mstep: Class 19 contains 161510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295032.000000 Penalty: 64930.714844
Iteration 127Q: 20 clusters Score -1.19295e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 64978 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46547 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5396 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176849 members 
Mstep: Class 13 contains 176630 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225941 members 
Mstep: Class 16 contains 7509 members 
Mstep: Class 17 contains 32823 members 
Mstep: Class 18 contains 51287 members 
Mstep: Class 19 contains 161506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294960.000000 Penalty: 64930.714844
Iteration 128Q: 20 clusters Score -1.19295e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 64971 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46543 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5397 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176847 members 
Mstep: Class 13 contains 176627 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225965 members 
Mstep: Class 16 contains 7506 members 
Mstep: Class 17 contains 32828 members 
Mstep: Class 18 contains 51284 members 
Mstep: Class 19 contains 161498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294960.000000 Penalty: 64930.714844
Iteration 129Q: 20 clusters Score -1.19295e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64969 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46542 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5398 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176832 members 
Mstep: Class 13 contains 176623 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225981 members 
Mstep: Class 16 contains 7498 members 
Mstep: Class 17 contains 32836 members 
Mstep: Class 18 contains 51283 members 
Mstep: Class 19 contains 161505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295064.000000 Penalty: 64930.714844
Iteration 130Q: 20 clusters Score -1.192951e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64971 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46543 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176816 members 
Mstep: Class 13 contains 176618 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226000 members 
Mstep: Class 16 contains 7492 members 
Mstep: Class 17 contains 32838 members 
Mstep: Class 18 contains 51280 members 
Mstep: Class 19 contains 161509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295064.000000 Penalty: 64930.714844
Iteration 131Q: 20 clusters Score -1.192951e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64975 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46548 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176809 members 
Mstep: Class 13 contains 176616 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225999 members 
Mstep: Class 16 contains 7488 members 
Mstep: Class 17 contains 32840 members 
Mstep: Class 18 contains 51276 members 
Mstep: Class 19 contains 161516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295168.000000 Penalty: 64930.714844
Iteration 132Q: 20 clusters Score -1.192952e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64972 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46549 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176807 members 
Mstep: Class 13 contains 176609 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225995 members 
Mstep: Class 16 contains 7486 members 
Mstep: Class 17 contains 32840 members 
Mstep: Class 18 contains 51274 members 
Mstep: Class 19 contains 161535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295224.000000 Penalty: 64930.714844
Iteration 133Q: 20 clusters Score -1.192952e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64957 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46550 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176798 members 
Mstep: Class 13 contains 176606 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225999 members 
Mstep: Class 16 contains 7483 members 
Mstep: Class 17 contains 32840 members 
Mstep: Class 18 contains 51275 members 
Mstep: Class 19 contains 161559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295208.000000 Penalty: 64930.714844
Iteration 134Q: 20 clusters Score -1.192952e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64948 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46551 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176823 members 
Mstep: Class 13 contains 176600 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225969 members 
Mstep: Class 16 contains 7480 members 
Mstep: Class 17 contains 32844 members 
Mstep: Class 18 contains 51275 members 
Mstep: Class 19 contains 161578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295224.000000 Penalty: 64930.714844
Iteration 135Q: 20 clusters Score -1.192952e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64930 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46552 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176833 members 
Mstep: Class 13 contains 176598 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225949 members 
Mstep: Class 16 contains 7476 members 
Mstep: Class 17 contains 32847 members 
Mstep: Class 18 contains 51276 members 
Mstep: Class 19 contains 161606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295248.000000 Penalty: 64930.714844
Iteration 136Q: 20 clusters Score -1.192952e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64922 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46552 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176848 members 
Mstep: Class 13 contains 176598 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225927 members 
Mstep: Class 16 contains 7470 members 
Mstep: Class 17 contains 32850 members 
Mstep: Class 18 contains 51275 members 
Mstep: Class 19 contains 161625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295216.000000 Penalty: 64930.714844
Iteration 137Q: 20 clusters Score -1.192952e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64910 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46553 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176846 members 
Mstep: Class 13 contains 176591 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225922 members 
Mstep: Class 16 contains 7467 members 
Mstep: Class 17 contains 32853 members 
Mstep: Class 18 contains 51275 members 
Mstep: Class 19 contains 161650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295336.000000 Penalty: 64930.714844
Iteration 138Q: 20 clusters Score -1.192953e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64906 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46554 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176839 members 
Mstep: Class 13 contains 176596 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225915 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 32852 members 
Mstep: Class 18 contains 51274 members 
Mstep: Class 19 contains 161669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295256.000000 Penalty: 64930.714844
Iteration 139Q: 20 clusters Score -1.192953e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64901 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46554 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176829 members 
Mstep: Class 13 contains 176601 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225907 members 
Mstep: Class 16 contains 7460 members 
Mstep: Class 17 contains 32851 members 
Mstep: Class 18 contains 51277 members 
Mstep: Class 19 contains 161687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295256.000000 Penalty: 64930.714844
Iteration 140F: 20 clusters Score -1.192953e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64899 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46551 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176828 members 
Mstep: Class 13 contains 176598 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225901 members 
Mstep: Class 16 contains 7454 members 
Mstep: Class 17 contains 32851 members 
Mstep: Class 18 contains 51278 members 
Mstep: Class 19 contains 161707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295264.000000 Penalty: 64930.714844
Iteration 141Q: 20 clusters Score -1.192953e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64896 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46552 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176818 members 
Mstep: Class 13 contains 176601 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225896 members 
Mstep: Class 16 contains 7449 members 
Mstep: Class 17 contains 32852 members 
Mstep: Class 18 contains 51276 members 
Mstep: Class 19 contains 161727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295288.000000 Penalty: 64930.714844
Iteration 142Q: 20 clusters Score -1.192953e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64899 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46554 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176803 members 
Mstep: Class 13 contains 176607 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225892 members 
Mstep: Class 16 contains 7444 members 
Mstep: Class 17 contains 32852 members 
Mstep: Class 18 contains 51274 members 
Mstep: Class 19 contains 161743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295232.000000 Penalty: 64930.714844
Iteration 143Q: 20 clusters Score -1.192952e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64894 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46555 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176790 members 
Mstep: Class 13 contains 176624 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225887 members 
Mstep: Class 16 contains 7441 members 
Mstep: Class 17 contains 32852 members 
Mstep: Class 18 contains 51274 members 
Mstep: Class 19 contains 161751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295232.000000 Penalty: 64930.714844
Iteration 144Q: 20 clusters Score -1.192952e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64882 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46554 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176798 members 
Mstep: Class 13 contains 176632 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225883 members 
Mstep: Class 16 contains 7438 members 
Mstep: Class 17 contains 32853 members 
Mstep: Class 18 contains 51273 members 
Mstep: Class 19 contains 161755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295368.000000 Penalty: 64930.714844
Iteration 145Q: 20 clusters Score -1.192954e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64876 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46552 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176795 members 
Mstep: Class 13 contains 176633 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225891 members 
Mstep: Class 16 contains 7433 members 
Mstep: Class 17 contains 32857 members 
Mstep: Class 18 contains 51274 members 
Mstep: Class 19 contains 161757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295280.000000 Penalty: 64930.714844
Iteration 146Q: 20 clusters Score -1.192953e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64871 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46552 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176800 members 
Mstep: Class 13 contains 176639 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225903 members 
Mstep: Class 16 contains 7430 members 
Mstep: Class 17 contains 32858 members 
Mstep: Class 18 contains 51274 members 
Mstep: Class 19 contains 161741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295208.000000 Penalty: 64930.714844
Iteration 147Q: 20 clusters Score -1.192952e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 64861 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46554 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176792 members 
Mstep: Class 13 contains 176644 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225914 members 
Mstep: Class 16 contains 7428 members 
Mstep: Class 17 contains 32861 members 
Mstep: Class 18 contains 51271 members 
Mstep: Class 19 contains 161744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295208.000000 Penalty: 64930.714844
Iteration 148Q: 20 clusters Score -1.192952e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 64855 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46553 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176776 members 
Mstep: Class 13 contains 176658 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225914 members 
Mstep: Class 16 contains 7427 members 
Mstep: Class 17 contains 32863 members 
Mstep: Class 18 contains 51273 members 
Mstep: Class 19 contains 161750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295144.000000 Penalty: 64930.714844
Iteration 149Q: 20 clusters Score -1.192951e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 64848 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46551 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176768 members 
Mstep: Class 13 contains 176673 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225909 members 
Mstep: Class 16 contains 7427 members 
Mstep: Class 17 contains 32865 members 
Mstep: Class 18 contains 51274 members 
Mstep: Class 19 contains 161754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295128.000000 Penalty: 64930.714844
Iteration 150Q: 20 clusters Score -1.192951e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 64840 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46551 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176770 members 
Mstep: Class 13 contains 176682 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225902 members 
Mstep: Class 16 contains 7427 members 
Mstep: Class 17 contains 32865 members 
Mstep: Class 18 contains 51275 members 
Mstep: Class 19 contains 161757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295200.000000 Penalty: 64930.714844
Iteration 151Q: 20 clusters Score -1.192952e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 64837 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46553 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176759 members 
Mstep: Class 13 contains 176689 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225895 members 
Mstep: Class 16 contains 7427 members 
Mstep: Class 17 contains 32867 members 
Mstep: Class 18 contains 51276 members 
Mstep: Class 19 contains 161766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295120.000000 Penalty: 64930.714844
Iteration 152Q: 20 clusters Score -1.192951e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 64832 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46553 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176748 members 
Mstep: Class 13 contains 176689 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225888 members 
Mstep: Class 16 contains 7427 members 
Mstep: Class 17 contains 32872 members 
Mstep: Class 18 contains 51276 members 
Mstep: Class 19 contains 161784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295168.000000 Penalty: 64930.714844
Iteration 153Q: 20 clusters Score -1.192952e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 64828 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46557 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176730 members 
Mstep: Class 13 contains 176691 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225895 members 
Mstep: Class 16 contains 7426 members 
Mstep: Class 17 contains 32876 members 
Mstep: Class 18 contains 51273 members 
Mstep: Class 19 contains 161793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295192.000000 Penalty: 64930.714844
Iteration 154Q: 20 clusters Score -1.192952e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64824 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46560 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176723 members 
Mstep: Class 13 contains 176695 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225894 members 
Mstep: Class 16 contains 7426 members 
Mstep: Class 17 contains 32879 members 
Mstep: Class 18 contains 51268 members 
Mstep: Class 19 contains 161801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295312.000000 Penalty: 64930.714844
Iteration 155Q: 20 clusters Score -1.192953e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64820 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46561 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176716 members 
Mstep: Class 13 contains 176702 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225897 members 
Mstep: Class 16 contains 7426 members 
Mstep: Class 17 contains 32883 members 
Mstep: Class 18 contains 51266 members 
Mstep: Class 19 contains 161799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295272.000000 Penalty: 64930.714844
Iteration 156Q: 20 clusters Score -1.192953e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64815 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46564 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176720 members 
Mstep: Class 13 contains 176699 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225895 members 
Mstep: Class 16 contains 7426 members 
Mstep: Class 17 contains 32887 members 
Mstep: Class 18 contains 51262 members 
Mstep: Class 19 contains 161802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295208.000000 Penalty: 64930.714844
Iteration 157Q: 20 clusters Score -1.192952e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64814 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46566 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176711 members 
Mstep: Class 13 contains 176705 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225885 members 
Mstep: Class 16 contains 7426 members 
Mstep: Class 17 contains 32889 members 
Mstep: Class 18 contains 51263 members 
Mstep: Class 19 contains 161811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295192.000000 Penalty: 64930.714844
Iteration 158Q: 20 clusters Score -1.192952e+08 nChanged 81
Entering ConstructFrom: 
Score: -119295192.000000 Penalty: 64930.714844
Entering ConstructFrom: 
Trying to split cluster 1 (6955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Entering Unmasked Estep 
Score: -812895.312500 Penalty: 2194.109375
	Iteration 0F: 2 clusters Score -812895.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -807176.750000 Penalty: 4388.218750
	Iteration 0F: 3 clusters Score -807176.8 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -808728.437500 Penalty: 4388.218750
	Iteration 1F: 3 clusters Score -808728.4 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -809091.000000 Penalty: 4388.218750
	Iteration 2F: 3 clusters Score -809091 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -809291.000000 Penalty: 4388.218750
	Iteration 3F: 3 clusters Score -809291 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -809443.062500 Penalty: 4388.218750
	Iteration 4Q: 3 clusters Score -809443.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -809566.625000 Penalty: 4388.218750
	Iteration 5Q: 3 clusters Score -809566.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -809647.062500 Penalty: 4388.218750
	Iteration 6Q: 3 clusters Score -809647.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -809716.875000 Penalty: 4388.218750
	Iteration 7Q: 3 clusters Score -809716.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -809790.375000 Penalty: 4388.218750
	Iteration 8Q: 3 clusters Score -809790.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -809872.312500 Penalty: 4388.218750
	Iteration 9Q: 3 clusters Score -809872.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -809952.312500 Penalty: 4388.218750
	Iteration 10Q: 3 clusters Score -809952.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -810024.687500 Penalty: 4388.218750
	Iteration 11Q: 3 clusters Score -810024.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -810104.000000 Penalty: 4388.218750
	Iteration 12Q: 3 clusters Score -810104 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -810202.812500 Penalty: 4388.218750
	Iteration 13Q: 3 clusters Score -810202.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -810306.000000 Penalty: 4388.218750
	Iteration 14Q: 3 clusters Score -810306 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -810391.562500 Penalty: 4388.218750
	Iteration 15Q: 3 clusters Score -810391.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -810466.062500 Penalty: 4388.218750
	Iteration 16Q: 3 clusters Score -810466.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -810543.187500 Penalty: 4388.218750
	Iteration 17Q: 3 clusters Score -810543.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -810622.625000 Penalty: 4388.218750
	Iteration 18Q: 3 clusters Score -810622.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -810698.500000 Penalty: 4388.218750
	Iteration 19Q: 3 clusters Score -810698.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -810766.437500 Penalty: 4388.218750
	Iteration 20F: 3 clusters Score -810766.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -810815.937500 Penalty: 4388.218750
	Iteration 21Q: 3 clusters Score -810815.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -810863.250000 Penalty: 4388.218750
	Iteration 22Q: 3 clusters Score -810863.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -810911.625000 Penalty: 4388.218750
	Iteration 23Q: 3 clusters Score -810911.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -810945.812500 Penalty: 4388.218750
	Iteration 24Q: 3 clusters Score -810945.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -810975.812500 Penalty: 4388.218750
	Iteration 25Q: 3 clusters Score -810975.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -811005.625000 Penalty: 4388.218750
	Iteration 26Q: 3 clusters Score -811005.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -811027.625000 Penalty: 4388.218750
	Iteration 27Q: 3 clusters Score -811027.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -811045.687500 Penalty: 4388.218750
	Iteration 28Q: 3 clusters Score -811045.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -811058.062500 Penalty: 4388.218750
	Iteration 29Q: 3 clusters Score -811058.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -811068.562500 Penalty: 4388.218750
	Iteration 30Q: 3 clusters Score -811068.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -811075.187500 Penalty: 4388.218750
	Iteration 31Q: 3 clusters Score -811075.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -811081.625000 Penalty: 4388.218750
	Iteration 32Q: 3 clusters Score -811081.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -811087.187500 Penalty: 4388.218750
	Iteration 33Q: 3 clusters Score -811087.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -811092.187500 Penalty: 4388.218750
	Iteration 34Q: 3 clusters Score -811092.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -811094.937500 Penalty: 4388.218750
	Iteration 35Q: 3 clusters Score -811094.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -811094.250000 Penalty: 4388.218750
	Iteration 36Q: 3 clusters Score -811094.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -811096.875000 Penalty: 4388.218750
	Iteration 37Q: 3 clusters Score -811096.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -811100.312500 Penalty: 4388.218750
	Iteration 38Q: 3 clusters Score -811100.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -811101.562500 Penalty: 4388.218750
	Iteration 39Q: 3 clusters Score -811101.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -811103.062500 Penalty: 4388.218750
	Iteration 40F: 3 clusters Score -811103.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -811104.000000 Penalty: 4388.218750
	Iteration 41Q: 3 clusters Score -811104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -811103.500000 Penalty: 4388.218750
	Iteration 42Q: 3 clusters Score -811103.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -811104.750000 Penalty: 4388.218750
	Iteration 43Q: 3 clusters Score -811104.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -811105.312500 Penalty: 4388.218750
	Iteration 44Q: 3 clusters Score -811105.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -811105.812500 Penalty: 4388.218750
	Iteration 45Q: 3 clusters Score -811105.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -811105.812500 Penalty: 4388.218750
	Iteration 46Q: 3 clusters Score -811105.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -811107.312500 Penalty: 4388.218750
	Iteration 47Q: 3 clusters Score -811107.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -811109.625000 Penalty: 4388.218750
	Iteration 48Q: 3 clusters Score -811109.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -811111.187500 Penalty: 4388.218750
	Iteration 49Q: 3 clusters Score -811111.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -811113.312500 Penalty: 4388.218750
	Iteration 50Q: 3 clusters Score -811113.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -811114.000000 Penalty: 4388.218750
	Iteration 51Q: 3 clusters Score -811114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -811119.000000 Penalty: 4388.218750
	Iteration 52Q: 3 clusters Score -811119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -811121.187500 Penalty: 4388.218750
	Iteration 53Q: 3 clusters Score -811121.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -811121.500000 Penalty: 4388.218750
	Iteration 54Q: 3 clusters Score -811121.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -811123.000000 Penalty: 4388.218750
	Iteration 55Q: 3 clusters Score -811123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -811125.187500 Penalty: 4388.218750
	Iteration 56Q: 3 clusters Score -811125.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -811124.250000 Penalty: 4388.218750
	Iteration 57Q: 3 clusters Score -811124.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -811124.937500 Penalty: 4388.218750
	Iteration 58Q: 3 clusters Score -811124.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -811124.875000 Penalty: 4388.218750
	Iteration 59Q: 3 clusters Score -811124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -811125.937500 Penalty: 4388.218750
	Iteration 60F: 3 clusters Score -811125.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -811127.437500 Penalty: 4388.218750
	Iteration 61Q: 3 clusters Score -811127.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -811127.687500 Penalty: 4388.218750
	Iteration 62Q: 3 clusters Score -811127.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -811129.625000 Penalty: 4388.218750
	Iteration 63Q: 3 clusters Score -811129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -811127.500000 Penalty: 4388.218750
	Iteration 64Q: 3 clusters Score -811127.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -811127.500000 Penalty: 4388.218750
	Iteration 65F: 3 clusters Score -811127.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (64808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Entering Unmasked Estep 
Score: -7960440.500000 Penalty: 2747.637695
	Iteration 0F: 2 clusters Score -7960440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -7917096.000000 Penalty: 5495.275391
	Iteration 0F: 3 clusters Score -7917096 nChanged 30220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -7933807.500000 Penalty: 5495.275391
	Iteration 1F: 3 clusters Score -7933808 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -7934347.000000 Penalty: 5495.275391
	Iteration 2Q: 3 clusters Score -7934347 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -7934820.500000 Penalty: 5495.275391
	Iteration 3Q: 3 clusters Score -7934820 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -7935259.000000 Penalty: 5495.275391
	Iteration 4Q: 3 clusters Score -7935259 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -7935838.000000 Penalty: 5495.275391
	Iteration 5Q: 3 clusters Score -7935838 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -7936622.500000 Penalty: 5495.275391
	Iteration 6Q: 3 clusters Score -7936622 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -7937752.500000 Penalty: 5495.275391
	Iteration 7Q: 3 clusters Score -7937752 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -7939274.500000 Penalty: 5495.275391
	Iteration 8Q: 3 clusters Score -7939274 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -7941425.000000 Penalty: 5495.275391
	Iteration 9F: 3 clusters Score -7941425 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -7944391.000000 Penalty: 5495.275391
	Iteration 10F: 3 clusters Score -7944391 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -7947880.000000 Penalty: 5495.275391
	Iteration 11F: 3 clusters Score -7947880 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
Score: -7951222.500000 Penalty: 5495.275391
	Iteration 12F: 3 clusters Score -7951222 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -7953962.000000 Penalty: 5495.275391
	Iteration 13Q: 3 clusters Score -7953962 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -7955616.000000 Penalty: 5495.275391
	Iteration 14Q: 3 clusters Score -7955616 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -7956629.000000 Penalty: 5495.275391
	Iteration 15Q: 3 clusters Score -7956629 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 61267 members 
Entering Unmasked Estep 
Score: -7957186.500000 Penalty: 5495.275391
	Iteration 16Q: 3 clusters Score -7957186 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -7957501.000000 Penalty: 5495.275391
	Iteration 17Q: 3 clusters Score -7957501 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 61923 members 
Entering Unmasked Estep 
Score: -7957715.000000 Penalty: 5495.275391
	Iteration 18Q: 3 clusters Score -7957715 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -7957866.000000 Penalty: 5495.275391
	Iteration 19Q: 3 clusters Score -7957866 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 62291 members 
Entering Unmasked Estep 
Score: -7957968.500000 Penalty: 5495.275391
	Iteration 20F: 3 clusters Score -7957968 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -7958070.500000 Penalty: 5495.275391
	Iteration 21Q: 3 clusters Score -7958070 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 62526 members 
Entering Unmasked Estep 
Score: -7958121.500000 Penalty: 5495.275391
	Iteration 22Q: 3 clusters Score -7958122 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 62598 members 
Entering Unmasked Estep 
Score: -7958173.500000 Penalty: 5495.275391
	Iteration 23Q: 3 clusters Score -7958174 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -7958205.000000 Penalty: 5495.275391
	Iteration 24Q: 3 clusters Score -7958205 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -7958228.000000 Penalty: 5495.275391
	Iteration 25Q: 3 clusters Score -7958228 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -7958243.500000 Penalty: 5495.275391
	Iteration 26Q: 3 clusters Score -7958244 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 62745 members 
Entering Unmasked Estep 
Score: -7958253.000000 Penalty: 5495.275391
	Iteration 27Q: 3 clusters Score -7958253 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 62766 members 
Entering Unmasked Estep 
Score: -7958275.000000 Penalty: 5495.275391
	Iteration 28Q: 3 clusters Score -7958275 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -7958292.000000 Penalty: 5495.275391
	Iteration 29Q: 3 clusters Score -7958292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -7958298.000000 Penalty: 5495.275391
	Iteration 30Q: 3 clusters Score -7958298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 62827 members 
Entering Unmasked Estep 
Score: -7958322.500000 Penalty: 5495.275391
	Iteration 31Q: 3 clusters Score -7958322 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -7958336.000000 Penalty: 5495.275391
	Iteration 32Q: 3 clusters Score -7958336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -7958334.500000 Penalty: 5495.275391
	Iteration 33Q: 3 clusters Score -7958334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 62867 members 
Entering Unmasked Estep 
Score: -7958334.000000 Penalty: 5495.275391
	Iteration 34Q: 3 clusters Score -7958334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -7958354.000000 Penalty: 5495.275391
	Iteration 35Q: 3 clusters Score -7958354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -7958362.000000 Penalty: 5495.275391
	Iteration 36Q: 3 clusters Score -7958362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -7958356.500000 Penalty: 5495.275391
	Iteration 37Q: 3 clusters Score -7958356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -7958365.500000 Penalty: 5495.275391
	Iteration 38Q: 3 clusters Score -7958366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -7958358.000000 Penalty: 5495.275391
	Iteration 39Q: 3 clusters Score -7958358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -7958359.000000 Penalty: 5495.275391
	Iteration 40F: 3 clusters Score -7958359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 62890 members 
Entering Unmasked Estep 
Score: -7958355.500000 Penalty: 5495.275391
	Iteration 41Q: 3 clusters Score -7958356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -7958352.000000 Penalty: 5495.275391
	Iteration 42Q: 3 clusters Score -7958352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -7958352.000000 Penalty: 5495.275391
	Iteration 43F: 3 clusters Score -7958352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -60577.042969 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -60577.04 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 269 members 
Entering Unmasked Estep 
Score: -59101.300781 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -59101.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59358.953125 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -59358.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59452.210938 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -59452.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59510.207031 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -59510.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59525.433594 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -59525.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59533.601562 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -59533.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59538.992188 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -59538.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59542.707031 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -59542.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59552.632812 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -59552.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59557.843750 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -59557.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59557.843750 Penalty: 3127.006592
	Iteration 10F: 3 clusters Score -59557.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Entering Unmasked Estep 
Score: -5918889.000000 Penalty: 2665.680420
	Iteration 0F: 2 clusters Score -5918889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -5887466.000000 Penalty: 5331.360840
	Iteration 0F: 3 clusters Score -5887466 nChanged 21371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -5899183.000000 Penalty: 5331.360840
	Iteration 1F: 3 clusters Score -5899183 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -5899810.500000 Penalty: 5331.360840
	Iteration 2Q: 3 clusters Score -5899810 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -5900508.500000 Penalty: 5331.360840
	Iteration 3Q: 3 clusters Score -5900508 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -5901489.500000 Penalty: 5331.360840
	Iteration 4Q: 3 clusters Score -5901490 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -5902940.000000 Penalty: 5331.360840
	Iteration 5F: 3 clusters Score -5902940 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -5905161.500000 Penalty: 5331.360840
	Iteration 6F: 3 clusters Score -5905162 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -5908286.500000 Penalty: 5331.360840
	Iteration 7F: 3 clusters Score -5908286 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -5911678.500000 Penalty: 5331.360840
	Iteration 8F: 3 clusters Score -5911678 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -5914272.000000 Penalty: 5331.360840
	Iteration 9F: 3 clusters Score -5914272 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -5915769.500000 Penalty: 5331.360840
	Iteration 10Q: 3 clusters Score -5915770 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -5916486.000000 Penalty: 5331.360840
	Iteration 11Q: 3 clusters Score -5916486 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -5916757.500000 Penalty: 5331.360840
	Iteration 12Q: 3 clusters Score -5916758 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -5916928.500000 Penalty: 5331.360840
	Iteration 13Q: 3 clusters Score -5916928 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -5917041.000000 Penalty: 5331.360840
	Iteration 14Q: 3 clusters Score -5917041 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -5917097.500000 Penalty: 5331.360840
	Iteration 15Q: 3 clusters Score -5917098 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -5917132.500000 Penalty: 5331.360840
	Iteration 16Q: 3 clusters Score -5917132 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -5917190.000000 Penalty: 5331.360840
	Iteration 17Q: 3 clusters Score -5917190 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -5917239.000000 Penalty: 5331.360840
	Iteration 18Q: 3 clusters Score -5917239 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -5917280.000000 Penalty: 5331.360840
	Iteration 19Q: 3 clusters Score -5917280 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -5917322.000000 Penalty: 5331.360840
	Iteration 20F: 3 clusters Score -5917322 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -5917342.500000 Penalty: 5331.360840
	Iteration 21Q: 3 clusters Score -5917342 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -5917367.000000 Penalty: 5331.360840
	Iteration 22Q: 3 clusters Score -5917367 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -5917366.500000 Penalty: 5331.360840
	Iteration 23Q: 3 clusters Score -5917366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -5917378.500000 Penalty: 5331.360840
	Iteration 24Q: 3 clusters Score -5917378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -5917383.000000 Penalty: 5331.360840
	Iteration 25Q: 3 clusters Score -5917383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -5917397.500000 Penalty: 5331.360840
	Iteration 26Q: 3 clusters Score -5917398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -5917412.500000 Penalty: 5331.360840
	Iteration 27Q: 3 clusters Score -5917412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -5917416.500000 Penalty: 5331.360840
	Iteration 28Q: 3 clusters Score -5917416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -5917422.000000 Penalty: 5331.360840
	Iteration 29Q: 3 clusters Score -5917422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -5917414.500000 Penalty: 5331.360840
	Iteration 30Q: 3 clusters Score -5917414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -5917428.000000 Penalty: 5331.360840
	Iteration 31Q: 3 clusters Score -5917428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -5917436.000000 Penalty: 5331.360840
	Iteration 32Q: 3 clusters Score -5917436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -5917442.500000 Penalty: 5331.360840
	Iteration 33Q: 3 clusters Score -5917442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -5917449.500000 Penalty: 5331.360840
	Iteration 34Q: 3 clusters Score -5917450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -5917442.000000 Penalty: 5331.360840
	Iteration 35Q: 3 clusters Score -5917442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -5917451.500000 Penalty: 5331.360840
	Iteration 36Q: 3 clusters Score -5917452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -5917455.500000 Penalty: 5331.360840
	Iteration 37Q: 3 clusters Score -5917456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -5917458.000000 Penalty: 5331.360840
	Iteration 38Q: 3 clusters Score -5917458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -5917461.000000 Penalty: 5331.360840
	Iteration 39Q: 3 clusters Score -5917461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -5917454.000000 Penalty: 5331.360840
	Iteration 40F: 3 clusters Score -5917454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -5917462.000000 Penalty: 5331.360840
	Iteration 41Q: 3 clusters Score -5917462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -5917461.000000 Penalty: 5331.360840
	Iteration 42Q: 3 clusters Score -5917461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -5917467.500000 Penalty: 5331.360840
	Iteration 43Q: 3 clusters Score -5917468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -5917478.500000 Penalty: 5331.360840
	Iteration 44Q: 3 clusters Score -5917478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -5917475.500000 Penalty: 5331.360840
	Iteration 45Q: 3 clusters Score -5917476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -5917473.500000 Penalty: 5331.360840
	Iteration 46Q: 3 clusters Score -5917474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -5917480.000000 Penalty: 5331.360840
	Iteration 47Q: 3 clusters Score -5917480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -5917479.000000 Penalty: 5331.360840
	Iteration 48Q: 3 clusters Score -5917479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -5917478.500000 Penalty: 5331.360840
	Iteration 49Q: 3 clusters Score -5917478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -5917476.500000 Penalty: 5331.360840
	Iteration 50Q: 3 clusters Score -5917476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -5917483.000000 Penalty: 5331.360840
	Iteration 51Q: 3 clusters Score -5917483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -5917482.500000 Penalty: 5331.360840
	Iteration 52Q: 3 clusters Score -5917482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -5917481.000000 Penalty: 5331.360840
	Iteration 53Q: 3 clusters Score -5917481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -5917481.000000 Penalty: 5331.360840
	Iteration 54Q: 3 clusters Score -5917481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -5917479.500000 Penalty: 5331.360840
	Iteration 55Q: 3 clusters Score -5917480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -5917482.000000 Penalty: 5331.360840
	Iteration 56Q: 3 clusters Score -5917482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -5917478.000000 Penalty: 5331.360840
	Iteration 57Q: 3 clusters Score -5917478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -5917480.000000 Penalty: 5331.360840
	Iteration 58Q: 3 clusters Score -5917480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -5917480.000000 Penalty: 5331.360840
	Iteration 59F: 3 clusters Score -5917480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Entering Unmasked Estep 
Score: -359129.500000 Penalty: 1984.086548
	Iteration 0F: 2 clusters Score -359129.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -355871.250000 Penalty: 3968.173096
	Iteration 0F: 3 clusters Score -355871.2 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -356573.156250 Penalty: 3968.173096
	Iteration 1F: 3 clusters Score -356573.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -356754.000000 Penalty: 3968.173096
	Iteration 2F: 3 clusters Score -356754 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -356857.562500 Penalty: 3968.173096
	Iteration 3Q: 3 clusters Score -356857.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -356930.156250 Penalty: 3968.173096
	Iteration 4Q: 3 clusters Score -356930.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -356983.437500 Penalty: 3968.173096
	Iteration 5Q: 3 clusters Score -356983.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -357031.750000 Penalty: 3968.173096
	Iteration 6Q: 3 clusters Score -357031.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -357078.656250 Penalty: 3968.173096
	Iteration 7Q: 3 clusters Score -357078.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -357118.875000 Penalty: 3968.173096
	Iteration 8Q: 3 clusters Score -357118.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -357152.281250 Penalty: 3968.173096
	Iteration 9Q: 3 clusters Score -357152.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -357188.093750 Penalty: 3968.173096
	Iteration 10Q: 3 clusters Score -357188.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -357224.875000 Penalty: 3968.173096
	Iteration 11Q: 3 clusters Score -357224.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -357263.750000 Penalty: 3968.173096
	Iteration 12Q: 3 clusters Score -357263.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -357313.156250 Penalty: 3968.173096
	Iteration 13Q: 3 clusters Score -357313.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -357375.687500 Penalty: 3968.173096
	Iteration 14Q: 3 clusters Score -357375.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -357449.062500 Penalty: 3968.173096
	Iteration 15Q: 3 clusters Score -357449.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -357537.937500 Penalty: 3968.173096
	Iteration 16Q: 3 clusters Score -357537.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -357637.500000 Penalty: 3968.173096
	Iteration 17Q: 3 clusters Score -357637.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -357780.625000 Penalty: 3968.173096
	Iteration 18Q: 3 clusters Score -357780.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -357969.875000 Penalty: 3968.173096
	Iteration 19Q: 3 clusters Score -357969.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -358196.968750 Penalty: 3968.173096
	Iteration 20F: 3 clusters Score -358197 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -358429.625000 Penalty: 3968.173096
	Iteration 21Q: 3 clusters Score -358429.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -358649.968750 Penalty: 3968.173096
	Iteration 22Q: 3 clusters Score -358650 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -358873.281250 Penalty: 3968.173096
	Iteration 23Q: 3 clusters Score -358873.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -359299.937500 Penalty: 3968.173096
	Iteration 24Q: 3 clusters Score -359299.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -359847.281250 Penalty: 3968.173096
	Iteration 25Q: 3 clusters Score -359847.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -359872.687500 Penalty: 3968.173096
	Iteration 26Q: 3 clusters Score -359872.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -359879.218750 Penalty: 3968.173096
	Iteration 27Q: 3 clusters Score -359879.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -359882.468750 Penalty: 3968.173096
	Iteration 28Q: 3 clusters Score -359882.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -359884.062500 Penalty: 3968.173096
	Iteration 29Q: 3 clusters Score -359884.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -359884.000000 Penalty: 3968.173096
	Iteration 30Q: 3 clusters Score -359884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -359884.000000 Penalty: 3968.173096
	Iteration 31F: 3 clusters Score -359884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64808 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46570 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176705 members 
Mstep: Class 13 contains 176708 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225882 members 
Mstep: Class 16 contains 7425 members 
Mstep: Class 17 contains 32891 members 
Mstep: Class 18 contains 51259 members 
Mstep: Class 19 contains 161822 members 
Mstep: Class 20 contains 1314 members 
Entering Unmasked Estep 
Score: -119294312.000000 Penalty: 68348.125000
Splitting cluster 5 changes total score from -119295192.000000 to -119294312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -250472.046875 Penalty: 1896.769165
	Iteration 0F: 2 clusters Score -250472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -247791.984375 Penalty: 3793.538330
	Iteration 0F: 3 clusters Score -247792 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -248323.203125 Penalty: 3793.538330
	Iteration 1F: 3 clusters Score -248323.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -248454.906250 Penalty: 3793.538330
	Iteration 2F: 3 clusters Score -248454.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -248526.718750 Penalty: 3793.538330
	Iteration 3Q: 3 clusters Score -248526.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -248591.250000 Penalty: 3793.538330
	Iteration 4Q: 3 clusters Score -248591.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -248657.718750 Penalty: 3793.538330
	Iteration 5Q: 3 clusters Score -248657.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -248698.203125 Penalty: 3793.538330
	Iteration 6Q: 3 clusters Score -248698.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -248730.796875 Penalty: 3793.538330
	Iteration 7Q: 3 clusters Score -248730.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -248751.593750 Penalty: 3793.538330
	Iteration 8Q: 3 clusters Score -248751.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -248773.109375 Penalty: 3793.538330
	Iteration 9Q: 3 clusters Score -248773.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -248794.906250 Penalty: 3793.538330
	Iteration 10Q: 3 clusters Score -248794.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -248807.531250 Penalty: 3793.538330
	Iteration 11Q: 3 clusters Score -248807.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -248824.484375 Penalty: 3793.538330
	Iteration 12Q: 3 clusters Score -248824.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -248839.843750 Penalty: 3793.538330
	Iteration 13Q: 3 clusters Score -248839.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -248859.078125 Penalty: 3793.538330
	Iteration 14Q: 3 clusters Score -248859.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -248889.375000 Penalty: 3793.538330
	Iteration 15Q: 3 clusters Score -248889.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -248926.406250 Penalty: 3793.538330
	Iteration 16Q: 3 clusters Score -248926.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -248966.812500 Penalty: 3793.538330
	Iteration 17Q: 3 clusters Score -248966.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -249026.140625 Penalty: 3793.538330
	Iteration 18Q: 3 clusters Score -249026.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -249097.093750 Penalty: 3793.538330
	Iteration 19Q: 3 clusters Score -249097.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -249179.281250 Penalty: 3793.538330
	Iteration 20F: 3 clusters Score -249179.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -249288.515625 Penalty: 3793.538330
	Iteration 21Q: 3 clusters Score -249288.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -249429.531250 Penalty: 3793.538330
	Iteration 22Q: 3 clusters Score -249429.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -249577.953125 Penalty: 3793.538330
	Iteration 23Q: 3 clusters Score -249578 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -249766.890625 Penalty: 3793.538330
	Iteration 24Q: 3 clusters Score -249766.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -249971.468750 Penalty: 3793.538330
	Iteration 25Q: 3 clusters Score -249971.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -250290.609375 Penalty: 3793.538330
	Iteration 26Q: 3 clusters Score -250290.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -250670.406250 Penalty: 3793.538330
	Iteration 27Q: 3 clusters Score -250670.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -250880.546875 Penalty: 3793.538330
	Iteration 28Q: 3 clusters Score -250880.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -251000.078125 Penalty: 3793.538330
	Iteration 29Q: 3 clusters Score -251000.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -251058.171875 Penalty: 3793.538330
	Iteration 30Q: 3 clusters Score -251058.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -251085.531250 Penalty: 3793.538330
	Iteration 31Q: 3 clusters Score -251085.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -251087.984375 Penalty: 3793.538330
	Iteration 32Q: 3 clusters Score -251088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -251089.718750 Penalty: 3793.538330
	Iteration 33F: 3 clusters Score -251089.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -251090.890625 Penalty: 3793.538330
	Iteration 34Q: 3 clusters Score -251090.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -251092.453125 Penalty: 3793.538330
	Iteration 35Q: 3 clusters Score -251092.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -251092.906250 Penalty: 3793.538330
	Iteration 36Q: 3 clusters Score -251092.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -251092.906250 Penalty: 3793.538330
	Iteration 37F: 3 clusters Score -251092.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64808 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46570 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 1120 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176705 members 
Mstep: Class 13 contains 176708 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225882 members 
Mstep: Class 16 contains 7425 members 
Mstep: Class 17 contains 32891 members 
Mstep: Class 18 contains 51259 members 
Mstep: Class 19 contains 161822 members 
Mstep: Class 20 contains 977 members 
Entering Unmasked Estep 
Score: -119294360.000000 Penalty: 68348.125000
Splitting cluster 6 changes total score from -119295192.000000 to -119294360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -18691.931641 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -18691.93 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 99 members 
Entering Unmasked Estep 
Score: -17662.859375 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -17662.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17741.552734 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -17741.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17771.740234 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -17771.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17805.337891 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -17805.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17812.367188 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -17812.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17833.845703 Penalty: 2607.717773
	Iteration 5Q: 3 clusters Score -17833.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17833.845703 Penalty: 2607.717773
	Iteration 6F: 3 clusters Score -17833.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -65249.777344 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -65249.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63769.550781 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -63769.55 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64270.582031 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -64270.58 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -64519.179688 Penalty: 3217.135742
	Iteration 2F: 3 clusters Score -64519.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -64604.527344 Penalty: 3217.135742
	Iteration 3Q: 3 clusters Score -64604.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -64651.808594 Penalty: 3217.135742
	Iteration 4Q: 3 clusters Score -64651.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -64687.117188 Penalty: 3217.135742
	Iteration 5Q: 3 clusters Score -64687.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -64705.605469 Penalty: 3217.135742
	Iteration 6Q: 3 clusters Score -64705.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -64718.339844 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -64718.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -64737.195312 Penalty: 3217.135742
	Iteration 8Q: 3 clusters Score -64737.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -64746.714844 Penalty: 3217.135742
	Iteration 9Q: 3 clusters Score -64746.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -64746.714844 Penalty: 3217.135742
	Iteration 10F: 3 clusters Score -64746.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Entering Unmasked Estep 
Score: -671958.812500 Penalty: 2131.350342
	Iteration 0F: 2 clusters Score -671958.8 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 2671 members 
Entering Unmasked Estep 
Score: -667155.187500 Penalty: 4262.700684
	Iteration 0F: 3 clusters Score -667155.2 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -668262.250000 Penalty: 4262.700684
	Iteration 1F: 3 clusters Score -668262.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -668491.562500 Penalty: 4262.700684
	Iteration 2F: 3 clusters Score -668491.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -668608.437500 Penalty: 4262.700684
	Iteration 3Q: 3 clusters Score -668608.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -668689.625000 Penalty: 4262.700684
	Iteration 4Q: 3 clusters Score -668689.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -668743.750000 Penalty: 4262.700684
	Iteration 5Q: 3 clusters Score -668743.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -668790.125000 Penalty: 4262.700684
	Iteration 6Q: 3 clusters Score -668790.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -668828.937500 Penalty: 4262.700684
	Iteration 7Q: 3 clusters Score -668828.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -668859.187500 Penalty: 4262.700684
	Iteration 8Q: 3 clusters Score -668859.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -668878.375000 Penalty: 4262.700684
	Iteration 9Q: 3 clusters Score -668878.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -668900.437500 Penalty: 4262.700684
	Iteration 10Q: 3 clusters Score -668900.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -668919.875000 Penalty: 4262.700684
	Iteration 11Q: 3 clusters Score -668919.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -668934.312500 Penalty: 4262.700684
	Iteration 12Q: 3 clusters Score -668934.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -668950.125000 Penalty: 4262.700684
	Iteration 13Q: 3 clusters Score -668950.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -668962.687500 Penalty: 4262.700684
	Iteration 14Q: 3 clusters Score -668962.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -668977.375000 Penalty: 4262.700684
	Iteration 15Q: 3 clusters Score -668977.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -668987.000000 Penalty: 4262.700684
	Iteration 16Q: 3 clusters Score -668987 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -668993.562500 Penalty: 4262.700684
	Iteration 17Q: 3 clusters Score -668993.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -669003.812500 Penalty: 4262.700684
	Iteration 18Q: 3 clusters Score -669003.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -669015.562500 Penalty: 4262.700684
	Iteration 19Q: 3 clusters Score -669015.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -669024.500000 Penalty: 4262.700684
	Iteration 20F: 3 clusters Score -669024.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -669033.062500 Penalty: 4262.700684
	Iteration 21Q: 3 clusters Score -669033.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -669037.437500 Penalty: 4262.700684
	Iteration 22Q: 3 clusters Score -669037.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -669044.125000 Penalty: 4262.700684
	Iteration 23Q: 3 clusters Score -669044.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -669052.812500 Penalty: 4262.700684
	Iteration 24Q: 3 clusters Score -669052.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -669058.937500 Penalty: 4262.700684
	Iteration 25Q: 3 clusters Score -669058.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -669068.562500 Penalty: 4262.700684
	Iteration 26Q: 3 clusters Score -669068.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -669074.562500 Penalty: 4262.700684
	Iteration 27Q: 3 clusters Score -669074.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -669080.375000 Penalty: 4262.700684
	Iteration 28Q: 3 clusters Score -669080.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -669091.312500 Penalty: 4262.700684
	Iteration 29Q: 3 clusters Score -669091.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -669101.750000 Penalty: 4262.700684
	Iteration 30Q: 3 clusters Score -669101.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -669109.187500 Penalty: 4262.700684
	Iteration 31Q: 3 clusters Score -669109.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -669116.812500 Penalty: 4262.700684
	Iteration 32Q: 3 clusters Score -669116.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -669124.562500 Penalty: 4262.700684
	Iteration 33Q: 3 clusters Score -669124.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -669131.437500 Penalty: 4262.700684
	Iteration 34Q: 3 clusters Score -669131.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -669138.125000 Penalty: 4262.700684
	Iteration 35Q: 3 clusters Score -669138.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -669147.187500 Penalty: 4262.700684
	Iteration 36Q: 3 clusters Score -669147.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -669152.875000 Penalty: 4262.700684
	Iteration 37Q: 3 clusters Score -669152.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -669157.437500 Penalty: 4262.700684
	Iteration 38Q: 3 clusters Score -669157.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -669166.000000 Penalty: 4262.700684
	Iteration 39Q: 3 clusters Score -669166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -669176.250000 Penalty: 4262.700684
	Iteration 40F: 3 clusters Score -669176.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -669189.625000 Penalty: 4262.700684
	Iteration 41Q: 3 clusters Score -669189.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -669197.812500 Penalty: 4262.700684
	Iteration 42Q: 3 clusters Score -669197.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -669207.937500 Penalty: 4262.700684
	Iteration 43Q: 3 clusters Score -669207.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -669222.250000 Penalty: 4262.700684
	Iteration 44Q: 3 clusters Score -669222.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -669232.625000 Penalty: 4262.700684
	Iteration 45Q: 3 clusters Score -669232.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -669241.937500 Penalty: 4262.700684
	Iteration 46Q: 3 clusters Score -669241.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -669249.000000 Penalty: 4262.700684
	Iteration 47Q: 3 clusters Score -669249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -669258.562500 Penalty: 4262.700684
	Iteration 48Q: 3 clusters Score -669258.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -669266.875000 Penalty: 4262.700684
	Iteration 49Q: 3 clusters Score -669266.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -669271.750000 Penalty: 4262.700684
	Iteration 50Q: 3 clusters Score -669271.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -669280.562500 Penalty: 4262.700684
	Iteration 51Q: 3 clusters Score -669280.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -669288.187500 Penalty: 4262.700684
	Iteration 52Q: 3 clusters Score -669288.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -669300.000000 Penalty: 4262.700684
	Iteration 53Q: 3 clusters Score -669300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -669313.562500 Penalty: 4262.700684
	Iteration 54Q: 3 clusters Score -669313.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -669326.875000 Penalty: 4262.700684
	Iteration 55Q: 3 clusters Score -669326.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -669340.625000 Penalty: 4262.700684
	Iteration 56Q: 3 clusters Score -669340.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -669359.000000 Penalty: 4262.700684
	Iteration 57Q: 3 clusters Score -669359 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -669379.687500 Penalty: 4262.700684
	Iteration 58Q: 3 clusters Score -669379.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -669401.250000 Penalty: 4262.700684
	Iteration 59Q: 3 clusters Score -669401.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -669419.250000 Penalty: 4262.700684
	Iteration 60F: 3 clusters Score -669419.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -669441.125000 Penalty: 4262.700684
	Iteration 61Q: 3 clusters Score -669441.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -669461.312500 Penalty: 4262.700684
	Iteration 62Q: 3 clusters Score -669461.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -669489.812500 Penalty: 4262.700684
	Iteration 63Q: 3 clusters Score -669489.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -669519.437500 Penalty: 4262.700684
	Iteration 64Q: 3 clusters Score -669519.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -669554.625000 Penalty: 4262.700684
	Iteration 65Q: 3 clusters Score -669554.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -669596.562500 Penalty: 4262.700684
	Iteration 66Q: 3 clusters Score -669596.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -669638.187500 Penalty: 4262.700684
	Iteration 67Q: 3 clusters Score -669638.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -669674.562500 Penalty: 4262.700684
	Iteration 68Q: 3 clusters Score -669674.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -669701.187500 Penalty: 4262.700684
	Iteration 69Q: 3 clusters Score -669701.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -669729.562500 Penalty: 4262.700684
	Iteration 70Q: 3 clusters Score -669729.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -669759.812500 Penalty: 4262.700684
	Iteration 71Q: 3 clusters Score -669759.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -669783.562500 Penalty: 4262.700684
	Iteration 72Q: 3 clusters Score -669783.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -669804.687500 Penalty: 4262.700684
	Iteration 73Q: 3 clusters Score -669804.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -669826.375000 Penalty: 4262.700684
	Iteration 74Q: 3 clusters Score -669826.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -669849.125000 Penalty: 4262.700684
	Iteration 75Q: 3 clusters Score -669849.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -669869.812500 Penalty: 4262.700684
	Iteration 76Q: 3 clusters Score -669869.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -669887.937500 Penalty: 4262.700684
	Iteration 77Q: 3 clusters Score -669887.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -669899.750000 Penalty: 4262.700684
	Iteration 78Q: 3 clusters Score -669899.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -669915.625000 Penalty: 4262.700684
	Iteration 79Q: 3 clusters Score -669915.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -669933.000000 Penalty: 4262.700684
	Iteration 80F: 3 clusters Score -669933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -669953.250000 Penalty: 4262.700684
	Iteration 81Q: 3 clusters Score -669953.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -669969.750000 Penalty: 4262.700684
	Iteration 82Q: 3 clusters Score -669969.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -669976.062500 Penalty: 4262.700684
	Iteration 83Q: 3 clusters Score -669976.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -669985.187500 Penalty: 4262.700684
	Iteration 84Q: 3 clusters Score -669985.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -669994.250000 Penalty: 4262.700684
	Iteration 85Q: 3 clusters Score -669994.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -670003.375000 Penalty: 4262.700684
	Iteration 86Q: 3 clusters Score -670003.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -670016.875000 Penalty: 4262.700684
	Iteration 87Q: 3 clusters Score -670016.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -670030.000000 Penalty: 4262.700684
	Iteration 88Q: 3 clusters Score -670030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -670034.625000 Penalty: 4262.700684
	Iteration 89Q: 3 clusters Score -670034.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -670039.000000 Penalty: 4262.700684
	Iteration 90Q: 3 clusters Score -670039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -670041.375000 Penalty: 4262.700684
	Iteration 91Q: 3 clusters Score -670041.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -670044.687500 Penalty: 4262.700684
	Iteration 92Q: 3 clusters Score -670044.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -670044.687500 Penalty: 4262.700684
	Iteration 93F: 3 clusters Score -670044.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -66750.015625 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -66750.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -65142.828125 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -65142.83 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65419.578125 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -65419.58 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -65565.781250 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -65565.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65731.945312 Penalty: 3205.662598
	Iteration 3F: 3 clusters Score -65731.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65992.242188 Penalty: 3205.662598
	Iteration 4F: 3 clusters Score -65992.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -66254.828125 Penalty: 3205.662598
	Iteration 5F: 3 clusters Score -66254.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66436.093750 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -66436.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66548.968750 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -66548.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66792.562500 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -66792.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66921.062500 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -66921.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66966.132812 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -66966.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66981.187500 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -66981.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66998.578125 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -66998.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67005.812500 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -67005.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67026.625000 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -67026.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67036.617188 Penalty: 3205.662598
	Iteration 15F: 3 clusters Score -67036.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67180.242188 Penalty: 3205.662598
	Iteration 16Q: 3 clusters Score -67180.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67304.984375 Penalty: 3205.662598
	Iteration 17Q: 3 clusters Score -67304.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67312.710938 Penalty: 3205.662598
	Iteration 18Q: 3 clusters Score -67312.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67318.484375 Penalty: 3205.662598
	Iteration 19Q: 3 clusters Score -67318.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67323.320312 Penalty: 3205.662598
	Iteration 20F: 3 clusters Score -67323.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67336.109375 Penalty: 3205.662598
	Iteration 21Q: 3 clusters Score -67336.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67351.718750 Penalty: 3205.662598
	Iteration 22Q: 3 clusters Score -67351.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67358.960938 Penalty: 3205.662598
	Iteration 23Q: 3 clusters Score -67358.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67358.960938 Penalty: 3205.662598
	Iteration 24F: 3 clusters Score -67358.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64808 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46570 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 342 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176705 members 
Mstep: Class 13 contains 176708 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225882 members 
Mstep: Class 16 contains 7425 members 
Mstep: Class 17 contains 32891 members 
Mstep: Class 18 contains 51259 members 
Mstep: Class 19 contains 161822 members 
Mstep: Class 20 contains 299 members 
Entering Unmasked Estep 
Score: -119293928.000000 Penalty: 68348.125000
Splitting cluster 10 changes total score from -119295192.000000 to -119293928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -55980.210938 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -55980.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54411.425781 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -54411.43 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -54892.042969 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -54892.04 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -55195.304688 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -55195.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -55428.710938 Penalty: 3177.812500
	Iteration 3F: 3 clusters Score -55428.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -55739.074219 Penalty: 3177.812500
	Iteration 4F: 3 clusters Score -55739.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -55889.152344 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -55889.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -56008.996094 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -56009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -56114.863281 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -56114.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -56212.503906 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -56212.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -56319.421875 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -56319.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -56361.546875 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -56361.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -56382.726562 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -56382.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -56442.875000 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -56442.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -56516.644531 Penalty: 3177.812500
	Iteration 13Q: 3 clusters Score -56516.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -56522.792969 Penalty: 3177.812500
	Iteration 14Q: 3 clusters Score -56522.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -56522.792969 Penalty: 3177.812500
	Iteration 15F: 3 clusters Score -56522.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64808 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46570 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 176705 members 
Mstep: Class 13 contains 176708 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225882 members 
Mstep: Class 16 contains 7425 members 
Mstep: Class 17 contains 32891 members 
Mstep: Class 18 contains 51259 members 
Mstep: Class 19 contains 161822 members 
Mstep: Class 20 contains 353 members 
Entering Unmasked Estep 
Score: -119293816.000000 Penalty: 68348.125000
Splitting cluster 11 changes total score from -119295192.000000 to -119293816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (176705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176705 members 
Entering Unmasked Estep 
Score: -22197096.000000 Penalty: 2996.394775
	Iteration 0F: 2 clusters Score -2.21971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88277 members 
Mstep: Class 2 contains 88428 members 
Entering Unmasked Estep 
Score: -22079698.000000 Penalty: 5992.789551
	Iteration 0F: 3 clusters Score -2.20797e+07 nChanged 84612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86427 members 
Mstep: Class 2 contains 90278 members 
Entering Unmasked Estep 
Score: -22128814.000000 Penalty: 5992.789551
	Iteration 1F: 3 clusters Score -2.212881e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85173 members 
Mstep: Class 2 contains 91532 members 
Entering Unmasked Estep 
Score: -22129694.000000 Penalty: 5992.789551
	Iteration 2Q: 3 clusters Score -2.212969e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83209 members 
Mstep: Class 2 contains 93496 members 
Entering Unmasked Estep 
Score: -22131040.000000 Penalty: 5992.789551
	Iteration 3Q: 3 clusters Score -2.213104e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80259 members 
Mstep: Class 2 contains 96446 members 
Entering Unmasked Estep 
Score: -22132814.000000 Penalty: 5992.789551
	Iteration 4Q: 3 clusters Score -2.213281e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75951 members 
Mstep: Class 2 contains 100754 members 
Entering Unmasked Estep 
Score: -22135458.000000 Penalty: 5992.789551
	Iteration 5Q: 3 clusters Score -2.213546e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69646 members 
Mstep: Class 2 contains 107059 members 
Entering Unmasked Estep 
Score: -22139430.000000 Penalty: 5992.789551
	Iteration 6Q: 3 clusters Score -2.213943e+07 nChanged 10548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60854 members 
Mstep: Class 2 contains 115851 members 
Entering Unmasked Estep 
Score: -22145636.000000 Penalty: 5992.789551
	Iteration 7F: 3 clusters Score -2.214564e+07 nChanged 12185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 126906 members 
Entering Unmasked Estep 
Score: -22154188.000000 Penalty: 5992.789551
	Iteration 8F: 3 clusters Score -2.215419e+07 nChanged 12734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 139036 members 
Entering Unmasked Estep 
Score: -22165254.000000 Penalty: 5992.789551
	Iteration 9F: 3 clusters Score -2.216525e+07 nChanged 11362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 150090 members 
Entering Unmasked Estep 
Score: -22175708.000000 Penalty: 5992.789551
	Iteration 10F: 3 clusters Score -2.217571e+07 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 158419 members 
Entering Unmasked Estep 
Score: -22183486.000000 Penalty: 5992.789551
	Iteration 11Q: 3 clusters Score -2.218349e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 163674 members 
Entering Unmasked Estep 
Score: -22188120.000000 Penalty: 5992.789551
	Iteration 12Q: 3 clusters Score -2.218812e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 166847 members 
Entering Unmasked Estep 
Score: -22190858.000000 Penalty: 5992.789551
	Iteration 13Q: 3 clusters Score -2.219086e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 168797 members 
Entering Unmasked Estep 
Score: -22192046.000000 Penalty: 5992.789551
	Iteration 14Q: 3 clusters Score -2.219205e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 170211 members 
Entering Unmasked Estep 
Score: -22192852.000000 Penalty: 5992.789551
	Iteration 15Q: 3 clusters Score -2.219285e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 171212 members 
Entering Unmasked Estep 
Score: -22193402.000000 Penalty: 5992.789551
	Iteration 16Q: 3 clusters Score -2.21934e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 171999 members 
Entering Unmasked Estep 
Score: -22193710.000000 Penalty: 5992.789551
	Iteration 17Q: 3 clusters Score -2.219371e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 172646 members 
Entering Unmasked Estep 
Score: -22193924.000000 Penalty: 5992.789551
	Iteration 18Q: 3 clusters Score -2.219392e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 173132 members 
Entering Unmasked Estep 
Score: -22194170.000000 Penalty: 5992.789551
	Iteration 19Q: 3 clusters Score -2.219417e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 173528 members 
Entering Unmasked Estep 
Score: -22194352.000000 Penalty: 5992.789551
	Iteration 20F: 3 clusters Score -2.219435e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 173825 members 
Entering Unmasked Estep 
Score: -22194406.000000 Penalty: 5992.789551
	Iteration 21Q: 3 clusters Score -2.219441e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 174045 members 
Entering Unmasked Estep 
Score: -22194514.000000 Penalty: 5992.789551
	Iteration 22Q: 3 clusters Score -2.219451e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 174230 members 
Entering Unmasked Estep 
Score: -22194596.000000 Penalty: 5992.789551
	Iteration 23Q: 3 clusters Score -2.21946e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 174364 members 
Entering Unmasked Estep 
Score: -22194630.000000 Penalty: 5992.789551
	Iteration 24Q: 3 clusters Score -2.219463e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 174479 members 
Entering Unmasked Estep 
Score: -22194676.000000 Penalty: 5992.789551
	Iteration 25Q: 3 clusters Score -2.219468e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 174587 members 
Entering Unmasked Estep 
Score: -22194680.000000 Penalty: 5992.789551
	Iteration 26Q: 3 clusters Score -2.219468e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 174683 members 
Entering Unmasked Estep 
Score: -22194724.000000 Penalty: 5992.789551
	Iteration 27Q: 3 clusters Score -2.219472e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 174756 members 
Entering Unmasked Estep 
Score: -22194736.000000 Penalty: 5992.789551
	Iteration 28Q: 3 clusters Score -2.219474e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 174831 members 
Entering Unmasked Estep 
Score: -22194780.000000 Penalty: 5992.789551
	Iteration 29Q: 3 clusters Score -2.219478e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 174884 members 
Entering Unmasked Estep 
Score: -22194774.000000 Penalty: 5992.789551
	Iteration 30Q: 3 clusters Score -2.219477e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 174935 members 
Entering Unmasked Estep 
Score: -22194786.000000 Penalty: 5992.789551
	Iteration 31Q: 3 clusters Score -2.219479e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 174976 members 
Entering Unmasked Estep 
Score: -22194798.000000 Penalty: 5992.789551
	Iteration 32Q: 3 clusters Score -2.21948e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 175009 members 
Entering Unmasked Estep 
Score: -22194818.000000 Penalty: 5992.789551
	Iteration 33Q: 3 clusters Score -2.219482e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 175031 members 
Entering Unmasked Estep 
Score: -22194812.000000 Penalty: 5992.789551
	Iteration 34Q: 3 clusters Score -2.219481e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 175045 members 
Entering Unmasked Estep 
Score: -22194822.000000 Penalty: 5992.789551
	Iteration 35Q: 3 clusters Score -2.219482e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 175060 members 
Entering Unmasked Estep 
Score: -22194818.000000 Penalty: 5992.789551
	Iteration 36Q: 3 clusters Score -2.219482e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 175078 members 
Entering Unmasked Estep 
Score: -22194826.000000 Penalty: 5992.789551
	Iteration 37Q: 3 clusters Score -2.219483e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 175093 members 
Entering Unmasked Estep 
Score: -22194818.000000 Penalty: 5992.789551
	Iteration 38Q: 3 clusters Score -2.219482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 175105 members 
Entering Unmasked Estep 
Score: -22194816.000000 Penalty: 5992.789551
	Iteration 39Q: 3 clusters Score -2.219482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 175115 members 
Entering Unmasked Estep 
Score: -22194804.000000 Penalty: 5992.789551
	Iteration 40F: 3 clusters Score -2.21948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 175125 members 
Entering Unmasked Estep 
Score: -22194814.000000 Penalty: 5992.789551
	Iteration 41Q: 3 clusters Score -2.219481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 175132 members 
Entering Unmasked Estep 
Score: -22194834.000000 Penalty: 5992.789551
	Iteration 42Q: 3 clusters Score -2.219483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 175136 members 
Entering Unmasked Estep 
Score: -22194818.000000 Penalty: 5992.789551
	Iteration 43Q: 3 clusters Score -2.219482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 175137 members 
Entering Unmasked Estep 
Score: -22194822.000000 Penalty: 5992.789551
	Iteration 44Q: 3 clusters Score -2.219482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 175139 members 
Entering Unmasked Estep 
Score: -22194818.000000 Penalty: 5992.789551
	Iteration 45Q: 3 clusters Score -2.219482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 175139 members 
Entering Unmasked Estep 
Score: -22194818.000000 Penalty: 5992.789551
	Iteration 46F: 3 clusters Score -2.219482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (176708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176708 members 
Entering Unmasked Estep 
Score: -22277650.000000 Penalty: 2996.399170
	Iteration 0F: 2 clusters Score -2.227765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88148 members 
Mstep: Class 2 contains 88560 members 
Entering Unmasked Estep 
Score: -22160424.000000 Penalty: 5992.798340
	Iteration 0F: 3 clusters Score -2.216042e+07 nChanged 85121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85205 members 
Mstep: Class 2 contains 91503 members 
Entering Unmasked Estep 
Score: -22211096.000000 Penalty: 5992.798340
	Iteration 1F: 3 clusters Score -2.22111e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83300 members 
Mstep: Class 2 contains 93408 members 
Entering Unmasked Estep 
Score: -22213050.000000 Penalty: 5992.798340
	Iteration 2Q: 3 clusters Score -2.221305e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80462 members 
Mstep: Class 2 contains 96246 members 
Entering Unmasked Estep 
Score: -22215714.000000 Penalty: 5992.798340
	Iteration 3Q: 3 clusters Score -2.221571e+07 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76376 members 
Mstep: Class 2 contains 100332 members 
Entering Unmasked Estep 
Score: -22219872.000000 Penalty: 5992.798340
	Iteration 4Q: 3 clusters Score -2.221987e+07 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70834 members 
Mstep: Class 2 contains 105874 members 
Entering Unmasked Estep 
Score: -22226426.000000 Penalty: 5992.798340
	Iteration 5F: 3 clusters Score -2.222643e+07 nChanged 11688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64032 members 
Mstep: Class 2 contains 112676 members 
Entering Unmasked Estep 
Score: -22234854.000000 Penalty: 5992.798340
	Iteration 6F: 3 clusters Score -2.223485e+07 nChanged 11916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Mstep: Class 2 contains 119618 members 
Entering Unmasked Estep 
Score: -22243696.000000 Penalty: 5992.798340
	Iteration 7F: 3 clusters Score -2.22437e+07 nChanged 10754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 125662 members 
Entering Unmasked Estep 
Score: -22251696.000000 Penalty: 5992.798340
	Iteration 8F: 3 clusters Score -2.22517e+07 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 130145 members 
Entering Unmasked Estep 
Score: -22257078.000000 Penalty: 5992.798340
	Iteration 9Q: 3 clusters Score -2.225708e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 133651 members 
Entering Unmasked Estep 
Score: -22260026.000000 Penalty: 5992.798340
	Iteration 10Q: 3 clusters Score -2.226003e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 136555 members 
Entering Unmasked Estep 
Score: -22261700.000000 Penalty: 5992.798340
	Iteration 11Q: 3 clusters Score -2.22617e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 139292 members 
Entering Unmasked Estep 
Score: -22262964.000000 Penalty: 5992.798340
	Iteration 12Q: 3 clusters Score -2.226296e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 141908 members 
Entering Unmasked Estep 
Score: -22264064.000000 Penalty: 5992.798340
	Iteration 13Q: 3 clusters Score -2.226406e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 144474 members 
Entering Unmasked Estep 
Score: -22265220.000000 Penalty: 5992.798340
	Iteration 14Q: 3 clusters Score -2.226522e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 146868 members 
Entering Unmasked Estep 
Score: -22266530.000000 Penalty: 5992.798340
	Iteration 15Q: 3 clusters Score -2.226653e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 149073 members 
Entering Unmasked Estep 
Score: -22267728.000000 Penalty: 5992.798340
	Iteration 16Q: 3 clusters Score -2.226773e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 151099 members 
Entering Unmasked Estep 
Score: -22269140.000000 Penalty: 5992.798340
	Iteration 17Q: 3 clusters Score -2.226914e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 152861 members 
Entering Unmasked Estep 
Score: -22270642.000000 Penalty: 5992.798340
	Iteration 18Q: 3 clusters Score -2.227064e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 154278 members 
Entering Unmasked Estep 
Score: -22271996.000000 Penalty: 5992.798340
	Iteration 19Q: 3 clusters Score -2.2272e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 155355 members 
Entering Unmasked Estep 
Score: -22272942.000000 Penalty: 5992.798340
	Iteration 20F: 3 clusters Score -2.227294e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 156114 members 
Entering Unmasked Estep 
Score: -22273584.000000 Penalty: 5992.798340
	Iteration 21Q: 3 clusters Score -2.227358e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 156685 members 
Entering Unmasked Estep 
Score: -22274010.000000 Penalty: 5992.798340
	Iteration 22Q: 3 clusters Score -2.227401e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 157101 members 
Entering Unmasked Estep 
Score: -22274384.000000 Penalty: 5992.798340
	Iteration 23Q: 3 clusters Score -2.227438e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 157436 members 
Entering Unmasked Estep 
Score: -22274550.000000 Penalty: 5992.798340
	Iteration 24Q: 3 clusters Score -2.227455e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 157664 members 
Entering Unmasked Estep 
Score: -22274668.000000 Penalty: 5992.798340
	Iteration 25Q: 3 clusters Score -2.227467e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 157854 members 
Entering Unmasked Estep 
Score: -22274814.000000 Penalty: 5992.798340
	Iteration 26Q: 3 clusters Score -2.227481e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 158023 members 
Entering Unmasked Estep 
Score: -22274864.000000 Penalty: 5992.798340
	Iteration 27Q: 3 clusters Score -2.227486e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 158168 members 
Entering Unmasked Estep 
Score: -22274852.000000 Penalty: 5992.798340
	Iteration 28Q: 3 clusters Score -2.227485e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 158299 members 
Entering Unmasked Estep 
Score: -22274932.000000 Penalty: 5992.798340
	Iteration 29Q: 3 clusters Score -2.227493e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 158423 members 
Entering Unmasked Estep 
Score: -22274930.000000 Penalty: 5992.798340
	Iteration 30Q: 3 clusters Score -2.227493e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 158524 members 
Entering Unmasked Estep 
Score: -22274954.000000 Penalty: 5992.798340
	Iteration 31Q: 3 clusters Score -2.227495e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 158606 members 
Entering Unmasked Estep 
Score: -22274956.000000 Penalty: 5992.798340
	Iteration 32Q: 3 clusters Score -2.227496e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 158695 members 
Entering Unmasked Estep 
Score: -22274958.000000 Penalty: 5992.798340
	Iteration 33Q: 3 clusters Score -2.227496e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 158787 members 
Entering Unmasked Estep 
Score: -22274966.000000 Penalty: 5992.798340
	Iteration 34Q: 3 clusters Score -2.227497e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 158868 members 
Entering Unmasked Estep 
Score: -22274984.000000 Penalty: 5992.798340
	Iteration 35Q: 3 clusters Score -2.227498e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 158940 members 
Entering Unmasked Estep 
Score: -22274994.000000 Penalty: 5992.798340
	Iteration 36Q: 3 clusters Score -2.227499e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 159010 members 
Entering Unmasked Estep 
Score: -22275018.000000 Penalty: 5992.798340
	Iteration 37Q: 3 clusters Score -2.227502e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 159061 members 
Entering Unmasked Estep 
Score: -22275030.000000 Penalty: 5992.798340
	Iteration 38Q: 3 clusters Score -2.227503e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 159120 members 
Entering Unmasked Estep 
Score: -22274992.000000 Penalty: 5992.798340
	Iteration 39Q: 3 clusters Score -2.227499e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 159167 members 
Entering Unmasked Estep 
Score: -22275026.000000 Penalty: 5992.798340
	Iteration 40F: 3 clusters Score -2.227503e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 159212 members 
Entering Unmasked Estep 
Score: -22275042.000000 Penalty: 5992.798340
	Iteration 41Q: 3 clusters Score -2.227504e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 159267 members 
Entering Unmasked Estep 
Score: -22275006.000000 Penalty: 5992.798340
	Iteration 42Q: 3 clusters Score -2.227501e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 159307 members 
Entering Unmasked Estep 
Score: -22275014.000000 Penalty: 5992.798340
	Iteration 43Q: 3 clusters Score -2.227501e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 159357 members 
Entering Unmasked Estep 
Score: -22275020.000000 Penalty: 5992.798340
	Iteration 44Q: 3 clusters Score -2.227502e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 159406 members 
Entering Unmasked Estep 
Score: -22275018.000000 Penalty: 5992.798340
	Iteration 45Q: 3 clusters Score -2.227502e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 159453 members 
Entering Unmasked Estep 
Score: -22275012.000000 Penalty: 5992.798340
	Iteration 46Q: 3 clusters Score -2.227501e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 159491 members 
Entering Unmasked Estep 
Score: -22275022.000000 Penalty: 5992.798340
	Iteration 47Q: 3 clusters Score -2.227502e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 159536 members 
Entering Unmasked Estep 
Score: -22275002.000000 Penalty: 5992.798340
	Iteration 48Q: 3 clusters Score -2.2275e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 159593 members 
Entering Unmasked Estep 
Score: -22275034.000000 Penalty: 5992.798340
	Iteration 49Q: 3 clusters Score -2.227503e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 159655 members 
Entering Unmasked Estep 
Score: -22275046.000000 Penalty: 5992.798340
	Iteration 50Q: 3 clusters Score -2.227505e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 159712 members 
Entering Unmasked Estep 
Score: -22275054.000000 Penalty: 5992.798340
	Iteration 51Q: 3 clusters Score -2.227505e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 159763 members 
Entering Unmasked Estep 
Score: -22275006.000000 Penalty: 5992.798340
	Iteration 52Q: 3 clusters Score -2.227501e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 159807 members 
Entering Unmasked Estep 
Score: -22275010.000000 Penalty: 5992.798340
	Iteration 53Q: 3 clusters Score -2.227501e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 159855 members 
Entering Unmasked Estep 
Score: -22275014.000000 Penalty: 5992.798340
	Iteration 54Q: 3 clusters Score -2.227501e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 159896 members 
Entering Unmasked Estep 
Score: -22274996.000000 Penalty: 5992.798340
	Iteration 55Q: 3 clusters Score -2.2275e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 159935 members 
Entering Unmasked Estep 
Score: -22274990.000000 Penalty: 5992.798340
	Iteration 56Q: 3 clusters Score -2.227499e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 159972 members 
Entering Unmasked Estep 
Score: -22275006.000000 Penalty: 5992.798340
	Iteration 57Q: 3 clusters Score -2.227501e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 160009 members 
Entering Unmasked Estep 
Score: -22275016.000000 Penalty: 5992.798340
	Iteration 58Q: 3 clusters Score -2.227502e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 160035 members 
Entering Unmasked Estep 
Score: -22275004.000000 Penalty: 5992.798340
	Iteration 59Q: 3 clusters Score -2.2275e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 160057 members 
Entering Unmasked Estep 
Score: -22275012.000000 Penalty: 5992.798340
	Iteration 60F: 3 clusters Score -2.227501e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 160080 members 
Entering Unmasked Estep 
Score: -22275024.000000 Penalty: 5992.798340
	Iteration 61Q: 3 clusters Score -2.227502e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 160104 members 
Entering Unmasked Estep 
Score: -22275006.000000 Penalty: 5992.798340
	Iteration 62Q: 3 clusters Score -2.227501e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 160126 members 
Entering Unmasked Estep 
Score: -22275010.000000 Penalty: 5992.798340
	Iteration 63Q: 3 clusters Score -2.227501e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 160141 members 
Entering Unmasked Estep 
Score: -22275012.000000 Penalty: 5992.798340
	Iteration 64Q: 3 clusters Score -2.227501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 160150 members 
Entering Unmasked Estep 
Score: -22275038.000000 Penalty: 5992.798340
	Iteration 65Q: 3 clusters Score -2.227504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 160162 members 
Entering Unmasked Estep 
Score: -22275034.000000 Penalty: 5992.798340
	Iteration 66Q: 3 clusters Score -2.227503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 160173 members 
Entering Unmasked Estep 
Score: -22275026.000000 Penalty: 5992.798340
	Iteration 67Q: 3 clusters Score -2.227503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 160181 members 
Entering Unmasked Estep 
Score: -22275044.000000 Penalty: 5992.798340
	Iteration 68Q: 3 clusters Score -2.227504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 160195 members 
Entering Unmasked Estep 
Score: -22275002.000000 Penalty: 5992.798340
	Iteration 69Q: 3 clusters Score -2.2275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 160205 members 
Entering Unmasked Estep 
Score: -22274998.000000 Penalty: 5992.798340
	Iteration 70Q: 3 clusters Score -2.2275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 160212 members 
Entering Unmasked Estep 
Score: -22275008.000000 Penalty: 5992.798340
	Iteration 71Q: 3 clusters Score -2.227501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 160222 members 
Entering Unmasked Estep 
Score: -22275014.000000 Penalty: 5992.798340
	Iteration 72Q: 3 clusters Score -2.227501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 160230 members 
Entering Unmasked Estep 
Score: -22275020.000000 Penalty: 5992.798340
	Iteration 73Q: 3 clusters Score -2.227502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 160239 members 
Entering Unmasked Estep 
Score: -22275018.000000 Penalty: 5992.798340
	Iteration 74Q: 3 clusters Score -2.227502e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 160253 members 
Entering Unmasked Estep 
Score: -22275016.000000 Penalty: 5992.798340
	Iteration 75Q: 3 clusters Score -2.227502e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 160269 members 
Entering Unmasked Estep 
Score: -22275002.000000 Penalty: 5992.798340
	Iteration 76Q: 3 clusters Score -2.2275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 160283 members 
Entering Unmasked Estep 
Score: -22275012.000000 Penalty: 5992.798340
	Iteration 77Q: 3 clusters Score -2.227501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 160295 members 
Entering Unmasked Estep 
Score: -22275012.000000 Penalty: 5992.798340
	Iteration 78Q: 3 clusters Score -2.227501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 160309 members 
Entering Unmasked Estep 
Score: -22275016.000000 Penalty: 5992.798340
	Iteration 79Q: 3 clusters Score -2.227502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 160320 members 
Entering Unmasked Estep 
Score: -22275002.000000 Penalty: 5992.798340
	Iteration 80F: 3 clusters Score -2.2275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 160337 members 
Entering Unmasked Estep 
Score: -22275028.000000 Penalty: 5992.798340
	Iteration 81Q: 3 clusters Score -2.227503e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 160354 members 
Entering Unmasked Estep 
Score: -22275044.000000 Penalty: 5992.798340
	Iteration 82Q: 3 clusters Score -2.227504e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 160373 members 
Entering Unmasked Estep 
Score: -22275050.000000 Penalty: 5992.798340
	Iteration 83Q: 3 clusters Score -2.227505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 160386 members 
Entering Unmasked Estep 
Score: -22275036.000000 Penalty: 5992.798340
	Iteration 84Q: 3 clusters Score -2.227504e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 160410 members 
Entering Unmasked Estep 
Score: -22275022.000000 Penalty: 5992.798340
	Iteration 85Q: 3 clusters Score -2.227502e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 160434 members 
Entering Unmasked Estep 
Score: -22275020.000000 Penalty: 5992.798340
	Iteration 86Q: 3 clusters Score -2.227502e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 160459 members 
Entering Unmasked Estep 
Score: -22275008.000000 Penalty: 5992.798340
	Iteration 87Q: 3 clusters Score -2.227501e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 160487 members 
Entering Unmasked Estep 
Score: -22275006.000000 Penalty: 5992.798340
	Iteration 88Q: 3 clusters Score -2.227501e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 160512 members 
Entering Unmasked Estep 
Score: -22275000.000000 Penalty: 5992.798340
	Iteration 89Q: 3 clusters Score -2.2275e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 160538 members 
Entering Unmasked Estep 
Score: -22275036.000000 Penalty: 5992.798340
	Iteration 90Q: 3 clusters Score -2.227504e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 160572 members 
Entering Unmasked Estep 
Score: -22275056.000000 Penalty: 5992.798340
	Iteration 91Q: 3 clusters Score -2.227506e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 160609 members 
Entering Unmasked Estep 
Score: -22275052.000000 Penalty: 5992.798340
	Iteration 92Q: 3 clusters Score -2.227505e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 160644 members 
Entering Unmasked Estep 
Score: -22275070.000000 Penalty: 5992.798340
	Iteration 93Q: 3 clusters Score -2.227507e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 160678 members 
Entering Unmasked Estep 
Score: -22275068.000000 Penalty: 5992.798340
	Iteration 94Q: 3 clusters Score -2.227507e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 160713 members 
Entering Unmasked Estep 
Score: -22275042.000000 Penalty: 5992.798340
	Iteration 95Q: 3 clusters Score -2.227504e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 160754 members 
Entering Unmasked Estep 
Score: -22275052.000000 Penalty: 5992.798340
	Iteration 96Q: 3 clusters Score -2.227505e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 160804 members 
Entering Unmasked Estep 
Score: -22275038.000000 Penalty: 5992.798340
	Iteration 97Q: 3 clusters Score -2.227504e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 160849 members 
Entering Unmasked Estep 
Score: -22275080.000000 Penalty: 5992.798340
	Iteration 98Q: 3 clusters Score -2.227508e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 160900 members 
Entering Unmasked Estep 
Score: -22275046.000000 Penalty: 5992.798340
	Iteration 99Q: 3 clusters Score -2.227505e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 160952 members 
Entering Unmasked Estep 
Score: -22275060.000000 Penalty: 5992.798340
	Iteration 100F: 3 clusters Score -2.227506e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 160997 members 
Entering Unmasked Estep 
Score: -22275082.000000 Penalty: 5992.798340
	Iteration 101Q: 3 clusters Score -2.227508e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 161038 members 
Entering Unmasked Estep 
Score: -22275088.000000 Penalty: 5992.798340
	Iteration 102Q: 3 clusters Score -2.227509e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 161087 members 
Entering Unmasked Estep 
Score: -22275076.000000 Penalty: 5992.798340
	Iteration 103Q: 3 clusters Score -2.227508e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 161139 members 
Entering Unmasked Estep 
Score: -22275086.000000 Penalty: 5992.798340
	Iteration 104Q: 3 clusters Score -2.227509e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 161191 members 
Entering Unmasked Estep 
Score: -22275104.000000 Penalty: 5992.798340
	Iteration 105Q: 3 clusters Score -2.22751e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 161232 members 
Entering Unmasked Estep 
Score: -22275140.000000 Penalty: 5992.798340
	Iteration 106Q: 3 clusters Score -2.227514e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 161278 members 
Entering Unmasked Estep 
Score: -22275190.000000 Penalty: 5992.798340
	Iteration 107Q: 3 clusters Score -2.227519e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 161320 members 
Entering Unmasked Estep 
Score: -22275152.000000 Penalty: 5992.798340
	Iteration 108Q: 3 clusters Score -2.227515e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 161372 members 
Entering Unmasked Estep 
Score: -22275170.000000 Penalty: 5992.798340
	Iteration 109Q: 3 clusters Score -2.227517e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 161412 members 
Entering Unmasked Estep 
Score: -22275158.000000 Penalty: 5992.798340
	Iteration 110Q: 3 clusters Score -2.227516e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 161452 members 
Entering Unmasked Estep 
Score: -22275146.000000 Penalty: 5992.798340
	Iteration 111Q: 3 clusters Score -2.227515e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 161486 members 
Entering Unmasked Estep 
Score: -22275166.000000 Penalty: 5992.798340
	Iteration 112Q: 3 clusters Score -2.227517e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 161523 members 
Entering Unmasked Estep 
Score: -22275188.000000 Penalty: 5992.798340
	Iteration 113Q: 3 clusters Score -2.227519e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 161562 members 
Entering Unmasked Estep 
Score: -22275180.000000 Penalty: 5992.798340
	Iteration 114Q: 3 clusters Score -2.227518e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 161596 members 
Entering Unmasked Estep 
Score: -22275186.000000 Penalty: 5992.798340
	Iteration 115Q: 3 clusters Score -2.227519e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 161643 members 
Entering Unmasked Estep 
Score: -22275196.000000 Penalty: 5992.798340
	Iteration 116Q: 3 clusters Score -2.22752e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 161683 members 
Entering Unmasked Estep 
Score: -22275168.000000 Penalty: 5992.798340
	Iteration 117Q: 3 clusters Score -2.227517e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 161718 members 
Entering Unmasked Estep 
Score: -22275160.000000 Penalty: 5992.798340
	Iteration 118Q: 3 clusters Score -2.227516e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 161754 members 
Entering Unmasked Estep 
Score: -22275156.000000 Penalty: 5992.798340
	Iteration 119Q: 3 clusters Score -2.227516e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 161791 members 
Entering Unmasked Estep 
Score: -22275188.000000 Penalty: 5992.798340
	Iteration 120F: 3 clusters Score -2.227519e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 161830 members 
Entering Unmasked Estep 
Score: -22275186.000000 Penalty: 5992.798340
	Iteration 121Q: 3 clusters Score -2.227519e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 161861 members 
Entering Unmasked Estep 
Score: -22275156.000000 Penalty: 5992.798340
	Iteration 122Q: 3 clusters Score -2.227516e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 161889 members 
Entering Unmasked Estep 
Score: -22275164.000000 Penalty: 5992.798340
	Iteration 123Q: 3 clusters Score -2.227516e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 161914 members 
Entering Unmasked Estep 
Score: -22275196.000000 Penalty: 5992.798340
	Iteration 124Q: 3 clusters Score -2.22752e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 161945 members 
Entering Unmasked Estep 
Score: -22275176.000000 Penalty: 5992.798340
	Iteration 125Q: 3 clusters Score -2.227518e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 161973 members 
Entering Unmasked Estep 
Score: -22275180.000000 Penalty: 5992.798340
	Iteration 126Q: 3 clusters Score -2.227518e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 162006 members 
Entering Unmasked Estep 
Score: -22275206.000000 Penalty: 5992.798340
	Iteration 127Q: 3 clusters Score -2.227521e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 162044 members 
Entering Unmasked Estep 
Score: -22275202.000000 Penalty: 5992.798340
	Iteration 128Q: 3 clusters Score -2.22752e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 162072 members 
Entering Unmasked Estep 
Score: -22275202.000000 Penalty: 5992.798340
	Iteration 129Q: 3 clusters Score -2.22752e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 162102 members 
Entering Unmasked Estep 
Score: -22275200.000000 Penalty: 5992.798340
	Iteration 130Q: 3 clusters Score -2.22752e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 162128 members 
Entering Unmasked Estep 
Score: -22275212.000000 Penalty: 5992.798340
	Iteration 131Q: 3 clusters Score -2.227521e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 162153 members 
Entering Unmasked Estep 
Score: -22275216.000000 Penalty: 5992.798340
	Iteration 132Q: 3 clusters Score -2.227522e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 162183 members 
Entering Unmasked Estep 
Score: -22275206.000000 Penalty: 5992.798340
	Iteration 133Q: 3 clusters Score -2.227521e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 162205 members 
Entering Unmasked Estep 
Score: -22275198.000000 Penalty: 5992.798340
	Iteration 134Q: 3 clusters Score -2.22752e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 162227 members 
Entering Unmasked Estep 
Score: -22275172.000000 Penalty: 5992.798340
	Iteration 135Q: 3 clusters Score -2.227517e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 162254 members 
Entering Unmasked Estep 
Score: -22275188.000000 Penalty: 5992.798340
	Iteration 136Q: 3 clusters Score -2.227519e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 162277 members 
Entering Unmasked Estep 
Score: -22275192.000000 Penalty: 5992.798340
	Iteration 137Q: 3 clusters Score -2.227519e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 162300 members 
Entering Unmasked Estep 
Score: -22275176.000000 Penalty: 5992.798340
	Iteration 138Q: 3 clusters Score -2.227518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 162312 members 
Entering Unmasked Estep 
Score: -22275164.000000 Penalty: 5992.798340
	Iteration 139Q: 3 clusters Score -2.227516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 162322 members 
Entering Unmasked Estep 
Score: -22275158.000000 Penalty: 5992.798340
	Iteration 140F: 3 clusters Score -2.227516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 162328 members 
Entering Unmasked Estep 
Score: -22275160.000000 Penalty: 5992.798340
	Iteration 141Q: 3 clusters Score -2.227516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 162337 members 
Entering Unmasked Estep 
Score: -22275158.000000 Penalty: 5992.798340
	Iteration 142Q: 3 clusters Score -2.227516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 162345 members 
Entering Unmasked Estep 
Score: -22275142.000000 Penalty: 5992.798340
	Iteration 143Q: 3 clusters Score -2.227514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 162349 members 
Entering Unmasked Estep 
Score: -22275144.000000 Penalty: 5992.798340
	Iteration 144Q: 3 clusters Score -2.227514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 162351 members 
Entering Unmasked Estep 
Score: -22275142.000000 Penalty: 5992.798340
	Iteration 145Q: 3 clusters Score -2.227514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 162351 members 
Entering Unmasked Estep 
Score: -22275142.000000 Penalty: 5992.798340
	Iteration 146F: 3 clusters Score -2.227514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -76319.570312 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -76319.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -74704.273438 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -74704.27 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -75643.718750 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -75643.72 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -76495.804688 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -76495.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -76824.664062 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -76824.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -76953.781250 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -76953.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -77107.289062 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -77107.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -77191.078125 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -77191.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -77249.132812 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -77249.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -77271.398438 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -77271.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -77292.289062 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -77292.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -77295.578125 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -77295.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -77305.929688 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -77305.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -77332.664062 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -77332.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -77369.328125 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -77369.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -77429.960938 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -77429.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -77431.656250 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -77431.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -77431.656250 Penalty: 3329.023193
	Iteration 16F: 3 clusters Score -77431.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64808 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46570 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176705 members 
Mstep: Class 13 contains 176708 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 225882 members 
Mstep: Class 16 contains 7425 members 
Mstep: Class 17 contains 32891 members 
Mstep: Class 18 contains 51259 members 
Mstep: Class 19 contains 161822 members 
Mstep: Class 20 contains 557 members 
Entering Unmasked Estep 
Score: -119294504.000000 Penalty: 68348.125000
Splitting cluster 14 changes total score from -119295192.000000 to -119294504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (225882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225882 members 
Entering Unmasked Estep 
Score: -28370490.000000 Penalty: 3057.286621
	Iteration 0F: 2 clusters Score -2.837049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113006 members 
Mstep: Class 2 contains 112876 members 
Entering Unmasked Estep 
Score: -28223114.000000 Penalty: 6114.573242
	Iteration 0F: 3 clusters Score -2.822311e+07 nChanged 109035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111001 members 
Mstep: Class 2 contains 114881 members 
Entering Unmasked Estep 
Score: -28287404.000000 Penalty: 6114.573242
	Iteration 1F: 3 clusters Score -2.82874e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110000 members 
Mstep: Class 2 contains 115882 members 
Entering Unmasked Estep 
Score: -28287952.000000 Penalty: 6114.573242
	Iteration 2Q: 3 clusters Score -2.828795e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108464 members 
Mstep: Class 2 contains 117418 members 
Entering Unmasked Estep 
Score: -28288692.000000 Penalty: 6114.573242
	Iteration 3Q: 3 clusters Score -2.828869e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106086 members 
Mstep: Class 2 contains 119796 members 
Entering Unmasked Estep 
Score: -28289476.000000 Penalty: 6114.573242
	Iteration 4Q: 3 clusters Score -2.828948e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102503 members 
Mstep: Class 2 contains 123379 members 
Entering Unmasked Estep 
Score: -28290804.000000 Penalty: 6114.573242
	Iteration 5Q: 3 clusters Score -2.82908e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97321 members 
Mstep: Class 2 contains 128561 members 
Entering Unmasked Estep 
Score: -28292514.000000 Penalty: 6114.573242
	Iteration 6Q: 3 clusters Score -2.829251e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89679 members 
Mstep: Class 2 contains 136203 members 
Entering Unmasked Estep 
Score: -28295480.000000 Penalty: 6114.573242
	Iteration 7Q: 3 clusters Score -2.829548e+07 nChanged 11231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78758 members 
Mstep: Class 2 contains 147124 members 
Entering Unmasked Estep 
Score: -28300880.000000 Penalty: 6114.573242
	Iteration 8Q: 3 clusters Score -2.830088e+07 nChanged 15341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 162365 members 
Entering Unmasked Estep 
Score: -28310708.000000 Penalty: 6114.573242
	Iteration 9F: 3 clusters Score -2.831071e+07 nChanged 19068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 181417 members 
Entering Unmasked Estep 
Score: -28326268.000000 Penalty: 6114.573242
	Iteration 10F: 3 clusters Score -2.832627e+07 nChanged 19485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 200900 members 
Entering Unmasked Estep 
Score: -28343928.000000 Penalty: 6114.573242
	Iteration 11F: 3 clusters Score -2.834393e+07 nChanged 14326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 215226 members 
Entering Unmasked Estep 
Score: -28357432.000000 Penalty: 6114.573242
	Iteration 12F: 3 clusters Score -2.835743e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 222138 members 
Entering Unmasked Estep 
Score: -28364150.000000 Penalty: 6114.573242
	Iteration 13Q: 3 clusters Score -2.836415e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 224435 members 
Entering Unmasked Estep 
Score: -28366498.000000 Penalty: 6114.573242
	Iteration 14Q: 3 clusters Score -2.83665e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 225075 members 
Entering Unmasked Estep 
Score: -28367270.000000 Penalty: 6114.573242
	Iteration 15Q: 3 clusters Score -2.836727e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 225301 members 
Entering Unmasked Estep 
Score: -28367558.000000 Penalty: 6114.573242
	Iteration 16Q: 3 clusters Score -2.836756e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 225384 members 
Entering Unmasked Estep 
Score: -28367664.000000 Penalty: 6114.573242
	Iteration 17Q: 3 clusters Score -2.836766e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 225429 members 
Entering Unmasked Estep 
Score: -28367714.000000 Penalty: 6114.573242
	Iteration 18Q: 3 clusters Score -2.836771e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 225442 members 
Entering Unmasked Estep 
Score: -28367760.000000 Penalty: 6114.573242
	Iteration 19Q: 3 clusters Score -2.836776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 225453 members 
Entering Unmasked Estep 
Score: -28367810.000000 Penalty: 6114.573242
	Iteration 20F: 3 clusters Score -2.836781e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 225454 members 
Entering Unmasked Estep 
Score: -28367832.000000 Penalty: 6114.573242
	Iteration 21Q: 3 clusters Score -2.836783e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 225461 members 
Entering Unmasked Estep 
Score: -28367836.000000 Penalty: 6114.573242
	Iteration 22Q: 3 clusters Score -2.836784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 225460 members 
Entering Unmasked Estep 
Score: -28367810.000000 Penalty: 6114.573242
	Iteration 23Q: 3 clusters Score -2.836781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 225460 members 
Entering Unmasked Estep 
Score: -28367808.000000 Penalty: 6114.573242
	Iteration 24Q: 3 clusters Score -2.836781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 225462 members 
Entering Unmasked Estep 
Score: -28367822.000000 Penalty: 6114.573242
	Iteration 25Q: 3 clusters Score -2.836782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 225462 members 
Entering Unmasked Estep 
Score: -28367814.000000 Penalty: 6114.573242
	Iteration 26Q: 3 clusters Score -2.836781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 225462 members 
Entering Unmasked Estep 
Score: -28367826.000000 Penalty: 6114.573242
	Iteration 27Q: 3 clusters Score -2.836783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 225461 members 
Entering Unmasked Estep 
Score: -28367820.000000 Penalty: 6114.573242
	Iteration 28Q: 3 clusters Score -2.836782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 225460 members 
Entering Unmasked Estep 
Score: -28367810.000000 Penalty: 6114.573242
	Iteration 29Q: 3 clusters Score -2.836781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 225460 members 
Entering Unmasked Estep 
Score: -28367810.000000 Penalty: 6114.573242
	Iteration 30F: 3 clusters Score -2.836781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Entering Unmasked Estep 
Score: -894283.000000 Penalty: 2210.326904
	Iteration 0F: 2 clusters Score -894283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -888239.937500 Penalty: 4420.653809
	Iteration 0F: 3 clusters Score -888239.9 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -889964.187500 Penalty: 4420.653809
	Iteration 1F: 3 clusters Score -889964.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -890339.937500 Penalty: 4420.653809
	Iteration 2F: 3 clusters Score -890339.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -890735.312500 Penalty: 4420.653809
	Iteration 3F: 3 clusters Score -890735.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -891179.000000 Penalty: 4420.653809
	Iteration 4F: 3 clusters Score -891179 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -891608.750000 Penalty: 4420.653809
	Iteration 5F: 3 clusters Score -891608.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -891978.562500 Penalty: 4420.653809
	Iteration 6F: 3 clusters Score -891978.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -892305.875000 Penalty: 4420.653809
	Iteration 7F: 3 clusters Score -892305.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -892566.875000 Penalty: 4420.653809
	Iteration 8Q: 3 clusters Score -892566.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -892747.000000 Penalty: 4420.653809
	Iteration 9Q: 3 clusters Score -892747 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -892874.000000 Penalty: 4420.653809
	Iteration 10Q: 3 clusters Score -892874 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -892958.625000 Penalty: 4420.653809
	Iteration 11Q: 3 clusters Score -892958.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -893029.500000 Penalty: 4420.653809
	Iteration 12Q: 3 clusters Score -893029.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -893075.625000 Penalty: 4420.653809
	Iteration 13Q: 3 clusters Score -893075.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -893113.687500 Penalty: 4420.653809
	Iteration 14Q: 3 clusters Score -893113.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -893145.437500 Penalty: 4420.653809
	Iteration 15Q: 3 clusters Score -893145.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -893165.937500 Penalty: 4420.653809
	Iteration 16Q: 3 clusters Score -893165.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -893189.875000 Penalty: 4420.653809
	Iteration 17Q: 3 clusters Score -893189.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -893209.437500 Penalty: 4420.653809
	Iteration 18Q: 3 clusters Score -893209.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -893218.437500 Penalty: 4420.653809
	Iteration 19Q: 3 clusters Score -893218.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -893230.750000 Penalty: 4420.653809
	Iteration 20F: 3 clusters Score -893230.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -893236.625000 Penalty: 4420.653809
	Iteration 21Q: 3 clusters Score -893236.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -893239.312500 Penalty: 4420.653809
	Iteration 22Q: 3 clusters Score -893239.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -893248.062500 Penalty: 4420.653809
	Iteration 23Q: 3 clusters Score -893248.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -893248.812500 Penalty: 4420.653809
	Iteration 24Q: 3 clusters Score -893248.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -893250.812500 Penalty: 4420.653809
	Iteration 25Q: 3 clusters Score -893250.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -893252.125000 Penalty: 4420.653809
	Iteration 26Q: 3 clusters Score -893252.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -893255.000000 Penalty: 4420.653809
	Iteration 27Q: 3 clusters Score -893255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -893255.000000 Penalty: 4420.653809
	Iteration 28Q: 3 clusters Score -893255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -893256.937500 Penalty: 4420.653809
	Iteration 29Q: 3 clusters Score -893256.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -893258.500000 Penalty: 4420.653809
	Iteration 30Q: 3 clusters Score -893258.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -893261.125000 Penalty: 4420.653809
	Iteration 31Q: 3 clusters Score -893261.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -893261.125000 Penalty: 4420.653809
	Iteration 32F: 3 clusters Score -893261.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Entering Unmasked Estep 
Score: -4190981.250000 Penalty: 2579.436768
	Iteration 0F: 2 clusters Score -4190981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -4168485.500000 Penalty: 5158.873535
	Iteration 0F: 3 clusters Score -4168486 nChanged 14881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -4176612.000000 Penalty: 5158.873535
	Iteration 1F: 3 clusters Score -4176612 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -4177060.750000 Penalty: 5158.873535
	Iteration 2Q: 3 clusters Score -4177061 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -4177452.750000 Penalty: 5158.873535
	Iteration 3Q: 3 clusters Score -4177453 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -4177889.750000 Penalty: 5158.873535
	Iteration 4Q: 3 clusters Score -4177890 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -4178408.750000 Penalty: 5158.873535
	Iteration 5Q: 3 clusters Score -4178409 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -4179077.000000 Penalty: 5158.873535
	Iteration 6Q: 3 clusters Score -4179077 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -4179972.000000 Penalty: 5158.873535
	Iteration 7F: 3 clusters Score -4179972 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -4181275.500000 Penalty: 5158.873535
	Iteration 8F: 3 clusters Score -4181276 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -4182967.750000 Penalty: 5158.873535
	Iteration 9F: 3 clusters Score -4182968 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -4184834.500000 Penalty: 5158.873535
	Iteration 10F: 3 clusters Score -4184834 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -4186289.750000 Penalty: 5158.873535
	Iteration 11F: 3 clusters Score -4186290 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -4186968.000000 Penalty: 5158.873535
	Iteration 12Q: 3 clusters Score -4186968 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -4187286.250000 Penalty: 5158.873535
	Iteration 13Q: 3 clusters Score -4187286 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -4187454.000000 Penalty: 5158.873535
	Iteration 14Q: 3 clusters Score -4187454 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -4187597.500000 Penalty: 5158.873535
	Iteration 15Q: 3 clusters Score -4187598 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -4187700.250000 Penalty: 5158.873535
	Iteration 16Q: 3 clusters Score -4187700 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -4187796.750000 Penalty: 5158.873535
	Iteration 17Q: 3 clusters Score -4187797 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -4187906.500000 Penalty: 5158.873535
	Iteration 18Q: 3 clusters Score -4187906 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -4187997.500000 Penalty: 5158.873535
	Iteration 19Q: 3 clusters Score -4187998 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -4188071.500000 Penalty: 5158.873535
	Iteration 20F: 3 clusters Score -4188072 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -4188159.250000 Penalty: 5158.873535
	Iteration 21Q: 3 clusters Score -4188159 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -4188221.750000 Penalty: 5158.873535
	Iteration 22Q: 3 clusters Score -4188222 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -4188280.000000 Penalty: 5158.873535
	Iteration 23Q: 3 clusters Score -4188280 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -4188331.000000 Penalty: 5158.873535
	Iteration 24Q: 3 clusters Score -4188331 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -4188392.750000 Penalty: 5158.873535
	Iteration 25Q: 3 clusters Score -4188393 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -4188443.250000 Penalty: 5158.873535
	Iteration 26Q: 3 clusters Score -4188443 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -4188488.750000 Penalty: 5158.873535
	Iteration 27Q: 3 clusters Score -4188489 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -4188520.500000 Penalty: 5158.873535
	Iteration 28Q: 3 clusters Score -4188520 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4188551.000000 Penalty: 5158.873535
	Iteration 29Q: 3 clusters Score -4188551 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4188602.500000 Penalty: 5158.873535
	Iteration 30Q: 3 clusters Score -4188602 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -4188627.500000 Penalty: 5158.873535
	Iteration 31Q: 3 clusters Score -4188628 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4188654.000000 Penalty: 5158.873535
	Iteration 32Q: 3 clusters Score -4188654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4188665.750000 Penalty: 5158.873535
	Iteration 33Q: 3 clusters Score -4188666 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4188685.250000 Penalty: 5158.873535
	Iteration 34Q: 3 clusters Score -4188685 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -4188693.500000 Penalty: 5158.873535
	Iteration 35Q: 3 clusters Score -4188694 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4188717.500000 Penalty: 5158.873535
	Iteration 36Q: 3 clusters Score -4188718 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4188729.750000 Penalty: 5158.873535
	Iteration 37Q: 3 clusters Score -4188730 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4188734.250000 Penalty: 5158.873535
	Iteration 38Q: 3 clusters Score -4188734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4188742.250000 Penalty: 5158.873535
	Iteration 39Q: 3 clusters Score -4188742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4188762.750000 Penalty: 5158.873535
	Iteration 40F: 3 clusters Score -4188763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4188754.500000 Penalty: 5158.873535
	Iteration 41Q: 3 clusters Score -4188754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -4188765.750000 Penalty: 5158.873535
	Iteration 42Q: 3 clusters Score -4188766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4188783.500000 Penalty: 5158.873535
	Iteration 43Q: 3 clusters Score -4188784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4188784.750000 Penalty: 5158.873535
	Iteration 44Q: 3 clusters Score -4188785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4188782.000000 Penalty: 5158.873535
	Iteration 45Q: 3 clusters Score -4188782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4188792.750000 Penalty: 5158.873535
	Iteration 46Q: 3 clusters Score -4188793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4188788.000000 Penalty: 5158.873535
	Iteration 47Q: 3 clusters Score -4188788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4188794.250000 Penalty: 5158.873535
	Iteration 48Q: 3 clusters Score -4188794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4188810.500000 Penalty: 5158.873535
	Iteration 49Q: 3 clusters Score -4188810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4188816.250000 Penalty: 5158.873535
	Iteration 50Q: 3 clusters Score -4188816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4188840.000000 Penalty: 5158.873535
	Iteration 51Q: 3 clusters Score -4188840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4188841.500000 Penalty: 5158.873535
	Iteration 52Q: 3 clusters Score -4188842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4188850.500000 Penalty: 5158.873535
	Iteration 53Q: 3 clusters Score -4188850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4188866.250000 Penalty: 5158.873535
	Iteration 54Q: 3 clusters Score -4188866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4188874.750000 Penalty: 5158.873535
	Iteration 55Q: 3 clusters Score -4188875 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4188878.750000 Penalty: 5158.873535
	Iteration 56Q: 3 clusters Score -4188879 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4188892.500000 Penalty: 5158.873535
	Iteration 57Q: 3 clusters Score -4188892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4188906.750000 Penalty: 5158.873535
	Iteration 58Q: 3 clusters Score -4188907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4188906.500000 Penalty: 5158.873535
	Iteration 59Q: 3 clusters Score -4188906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4188918.250000 Penalty: 5158.873535
	Iteration 60F: 3 clusters Score -4188918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4188926.750000 Penalty: 5158.873535
	Iteration 61Q: 3 clusters Score -4188927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4188936.500000 Penalty: 5158.873535
	Iteration 62Q: 3 clusters Score -4188936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4188943.500000 Penalty: 5158.873535
	Iteration 63Q: 3 clusters Score -4188944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4188950.750000 Penalty: 5158.873535
	Iteration 64Q: 3 clusters Score -4188951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4188955.250000 Penalty: 5158.873535
	Iteration 65Q: 3 clusters Score -4188955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4188957.500000 Penalty: 5158.873535
	Iteration 66Q: 3 clusters Score -4188958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4188965.250000 Penalty: 5158.873535
	Iteration 67Q: 3 clusters Score -4188965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4188968.750000 Penalty: 5158.873535
	Iteration 68Q: 3 clusters Score -4188969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4188977.250000 Penalty: 5158.873535
	Iteration 69Q: 3 clusters Score -4188977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4188977.750000 Penalty: 5158.873535
	Iteration 70Q: 3 clusters Score -4188978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4188980.500000 Penalty: 5158.873535
	Iteration 71Q: 3 clusters Score -4188980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4188981.250000 Penalty: 5158.873535
	Iteration 72Q: 3 clusters Score -4188981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4188979.250000 Penalty: 5158.873535
	Iteration 73Q: 3 clusters Score -4188979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4188990.500000 Penalty: 5158.873535
	Iteration 74Q: 3 clusters Score -4188990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4188990.500000 Penalty: 5158.873535
	Iteration 75Q: 3 clusters Score -4188990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4188992.500000 Penalty: 5158.873535
	Iteration 76Q: 3 clusters Score -4188992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4188985.000000 Penalty: 5158.873535
	Iteration 77Q: 3 clusters Score -4188985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4188993.750000 Penalty: 5158.873535
	Iteration 78Q: 3 clusters Score -4188994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4188993.000000 Penalty: 5158.873535
	Iteration 79Q: 3 clusters Score -4188993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4188995.250000 Penalty: 5158.873535
	Iteration 80F: 3 clusters Score -4188995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4188994.000000 Penalty: 5158.873535
	Iteration 81Q: 3 clusters Score -4188994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4188995.500000 Penalty: 5158.873535
	Iteration 82Q: 3 clusters Score -4188996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4188988.500000 Penalty: 5158.873535
	Iteration 83Q: 3 clusters Score -4188988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4188988.500000 Penalty: 5158.873535
	Iteration 84F: 3 clusters Score -4188988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Entering Unmasked Estep 
Score: -6525330.500000 Penalty: 2689.472412
	Iteration 0F: 2 clusters Score -6525330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -6490869.500000 Penalty: 5378.944824
	Iteration 0F: 3 clusters Score -6490870 nChanged 23721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -6503777.000000 Penalty: 5378.944824
	Iteration 1F: 3 clusters Score -6503777 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -6504154.500000 Penalty: 5378.944824
	Iteration 2Q: 3 clusters Score -6504154 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -6504512.500000 Penalty: 5378.944824
	Iteration 3Q: 3 clusters Score -6504512 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -6504913.000000 Penalty: 5378.944824
	Iteration 4Q: 3 clusters Score -6504913 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -6505340.500000 Penalty: 5378.944824
	Iteration 5Q: 3 clusters Score -6505340 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -6505844.000000 Penalty: 5378.944824
	Iteration 6Q: 3 clusters Score -6505844 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -6506645.000000 Penalty: 5378.944824
	Iteration 7Q: 3 clusters Score -6506645 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -6507712.500000 Penalty: 5378.944824
	Iteration 8Q: 3 clusters Score -6507712 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -6509363.500000 Penalty: 5378.944824
	Iteration 9F: 3 clusters Score -6509364 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -6511795.000000 Penalty: 5378.944824
	Iteration 10F: 3 clusters Score -6511795 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -6514712.000000 Penalty: 5378.944824
	Iteration 11F: 3 clusters Score -6514712 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -6516886.500000 Penalty: 5378.944824
	Iteration 12F: 3 clusters Score -6516886 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -6517840.500000 Penalty: 5378.944824
	Iteration 13Q: 3 clusters Score -6517840 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -6518211.000000 Penalty: 5378.944824
	Iteration 14Q: 3 clusters Score -6518211 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -6518436.500000 Penalty: 5378.944824
	Iteration 15Q: 3 clusters Score -6518436 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -6518583.000000 Penalty: 5378.944824
	Iteration 16Q: 3 clusters Score -6518583 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -6518774.000000 Penalty: 5378.944824
	Iteration 17Q: 3 clusters Score -6518774 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -6518945.500000 Penalty: 5378.944824
	Iteration 18Q: 3 clusters Score -6518946 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -6519093.500000 Penalty: 5378.944824
	Iteration 19Q: 3 clusters Score -6519094 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -6519225.000000 Penalty: 5378.944824
	Iteration 20F: 3 clusters Score -6519225 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -6519374.000000 Penalty: 5378.944824
	Iteration 21Q: 3 clusters Score -6519374 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -6519517.500000 Penalty: 5378.944824
	Iteration 22Q: 3 clusters Score -6519518 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -6519623.000000 Penalty: 5378.944824
	Iteration 23Q: 3 clusters Score -6519623 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -6519722.500000 Penalty: 5378.944824
	Iteration 24Q: 3 clusters Score -6519722 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -6519812.000000 Penalty: 5378.944824
	Iteration 25Q: 3 clusters Score -6519812 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -6519916.500000 Penalty: 5378.944824
	Iteration 26Q: 3 clusters Score -6519916 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -6520003.500000 Penalty: 5378.944824
	Iteration 27Q: 3 clusters Score -6520004 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -6520070.000000 Penalty: 5378.944824
	Iteration 28Q: 3 clusters Score -6520070 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -6520159.000000 Penalty: 5378.944824
	Iteration 29Q: 3 clusters Score -6520159 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -6520266.500000 Penalty: 5378.944824
	Iteration 30Q: 3 clusters Score -6520266 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -6520331.500000 Penalty: 5378.944824
	Iteration 31Q: 3 clusters Score -6520332 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -6520380.500000 Penalty: 5378.944824
	Iteration 32Q: 3 clusters Score -6520380 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -6520478.000000 Penalty: 5378.944824
	Iteration 33Q: 3 clusters Score -6520478 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -6520574.000000 Penalty: 5378.944824
	Iteration 34Q: 3 clusters Score -6520574 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -6520645.500000 Penalty: 5378.944824
	Iteration 35Q: 3 clusters Score -6520646 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -6520728.500000 Penalty: 5378.944824
	Iteration 36Q: 3 clusters Score -6520728 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -6520850.500000 Penalty: 5378.944824
	Iteration 37Q: 3 clusters Score -6520850 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -6520912.500000 Penalty: 5378.944824
	Iteration 38Q: 3 clusters Score -6520912 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -6521010.500000 Penalty: 5378.944824
	Iteration 39Q: 3 clusters Score -6521010 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -6521108.500000 Penalty: 5378.944824
	Iteration 40F: 3 clusters Score -6521108 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -6521224.000000 Penalty: 5378.944824
	Iteration 41Q: 3 clusters Score -6521224 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -6521305.500000 Penalty: 5378.944824
	Iteration 42Q: 3 clusters Score -6521306 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -6521402.000000 Penalty: 5378.944824
	Iteration 43Q: 3 clusters Score -6521402 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -6521464.000000 Penalty: 5378.944824
	Iteration 44Q: 3 clusters Score -6521464 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -6521551.500000 Penalty: 5378.944824
	Iteration 45Q: 3 clusters Score -6521552 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -6521612.500000 Penalty: 5378.944824
	Iteration 46Q: 3 clusters Score -6521612 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -6521689.000000 Penalty: 5378.944824
	Iteration 47Q: 3 clusters Score -6521689 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -6521758.500000 Penalty: 5378.944824
	Iteration 48Q: 3 clusters Score -6521758 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -6521813.000000 Penalty: 5378.944824
	Iteration 49Q: 3 clusters Score -6521813 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -6521882.000000 Penalty: 5378.944824
	Iteration 50Q: 3 clusters Score -6521882 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -6521950.000000 Penalty: 5378.944824
	Iteration 51Q: 3 clusters Score -6521950 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -6522033.500000 Penalty: 5378.944824
	Iteration 52Q: 3 clusters Score -6522034 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -6522096.500000 Penalty: 5378.944824
	Iteration 53Q: 3 clusters Score -6522096 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -6522144.000000 Penalty: 5378.944824
	Iteration 54Q: 3 clusters Score -6522144 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -6522212.000000 Penalty: 5378.944824
	Iteration 55Q: 3 clusters Score -6522212 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -6522267.500000 Penalty: 5378.944824
	Iteration 56Q: 3 clusters Score -6522268 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -6522302.500000 Penalty: 5378.944824
	Iteration 57Q: 3 clusters Score -6522302 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -6522351.500000 Penalty: 5378.944824
	Iteration 58Q: 3 clusters Score -6522352 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -6522382.000000 Penalty: 5378.944824
	Iteration 59Q: 3 clusters Score -6522382 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -6522405.500000 Penalty: 5378.944824
	Iteration 60F: 3 clusters Score -6522406 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -6522441.500000 Penalty: 5378.944824
	Iteration 61Q: 3 clusters Score -6522442 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -6522470.500000 Penalty: 5378.944824
	Iteration 62Q: 3 clusters Score -6522470 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -6522525.000000 Penalty: 5378.944824
	Iteration 63Q: 3 clusters Score -6522525 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -6522557.000000 Penalty: 5378.944824
	Iteration 64Q: 3 clusters Score -6522557 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -6522595.000000 Penalty: 5378.944824
	Iteration 65Q: 3 clusters Score -6522595 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -6522634.500000 Penalty: 5378.944824
	Iteration 66Q: 3 clusters Score -6522634 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -6522657.000000 Penalty: 5378.944824
	Iteration 67Q: 3 clusters Score -6522657 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -6522697.000000 Penalty: 5378.944824
	Iteration 68Q: 3 clusters Score -6522697 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -6522699.500000 Penalty: 5378.944824
	Iteration 69Q: 3 clusters Score -6522700 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -6522725.500000 Penalty: 5378.944824
	Iteration 70Q: 3 clusters Score -6522726 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -6522735.500000 Penalty: 5378.944824
	Iteration 71Q: 3 clusters Score -6522736 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -6522751.000000 Penalty: 5378.944824
	Iteration 72Q: 3 clusters Score -6522751 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -6522759.000000 Penalty: 5378.944824
	Iteration 73Q: 3 clusters Score -6522759 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -6522768.500000 Penalty: 5378.944824
	Iteration 74Q: 3 clusters Score -6522768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -6522793.500000 Penalty: 5378.944824
	Iteration 75Q: 3 clusters Score -6522794 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -6522805.000000 Penalty: 5378.944824
	Iteration 76Q: 3 clusters Score -6522805 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -6522812.000000 Penalty: 5378.944824
	Iteration 77Q: 3 clusters Score -6522812 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -6522813.500000 Penalty: 5378.944824
	Iteration 78Q: 3 clusters Score -6522814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6522813.000000 Penalty: 5378.944824
	Iteration 79Q: 3 clusters Score -6522813 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6522828.500000 Penalty: 5378.944824
	Iteration 80F: 3 clusters Score -6522828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -6522847.500000 Penalty: 5378.944824
	Iteration 81Q: 3 clusters Score -6522848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6522865.500000 Penalty: 5378.944824
	Iteration 82Q: 3 clusters Score -6522866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6522889.500000 Penalty: 5378.944824
	Iteration 83Q: 3 clusters Score -6522890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6522880.000000 Penalty: 5378.944824
	Iteration 84Q: 3 clusters Score -6522880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6522881.500000 Penalty: 5378.944824
	Iteration 85Q: 3 clusters Score -6522882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6522887.500000 Penalty: 5378.944824
	Iteration 86Q: 3 clusters Score -6522888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6522893.000000 Penalty: 5378.944824
	Iteration 87Q: 3 clusters Score -6522893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6522905.000000 Penalty: 5378.944824
	Iteration 88Q: 3 clusters Score -6522905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6522919.000000 Penalty: 5378.944824
	Iteration 89Q: 3 clusters Score -6522919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -6522925.500000 Penalty: 5378.944824
	Iteration 90Q: 3 clusters Score -6522926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6522935.500000 Penalty: 5378.944824
	Iteration 91Q: 3 clusters Score -6522936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6522946.500000 Penalty: 5378.944824
	Iteration 92Q: 3 clusters Score -6522946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6522943.000000 Penalty: 5378.944824
	Iteration 93Q: 3 clusters Score -6522943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6522939.500000 Penalty: 5378.944824
	Iteration 94Q: 3 clusters Score -6522940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6522946.000000 Penalty: 5378.944824
	Iteration 95Q: 3 clusters Score -6522946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6522948.500000 Penalty: 5378.944824
	Iteration 96Q: 3 clusters Score -6522948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6522946.500000 Penalty: 5378.944824
	Iteration 97Q: 3 clusters Score -6522946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6522952.000000 Penalty: 5378.944824
	Iteration 98Q: 3 clusters Score -6522952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -6522962.000000 Penalty: 5378.944824
	Iteration 99Q: 3 clusters Score -6522962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6522957.500000 Penalty: 5378.944824
	Iteration 100F: 3 clusters Score -6522958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -6522958.500000 Penalty: 5378.944824
	Iteration 101Q: 3 clusters Score -6522958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -6522965.000000 Penalty: 5378.944824
	Iteration 102Q: 3 clusters Score -6522965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6522968.500000 Penalty: 5378.944824
	Iteration 103Q: 3 clusters Score -6522968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -6522965.000000 Penalty: 5378.944824
	Iteration 104Q: 3 clusters Score -6522965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6522969.500000 Penalty: 5378.944824
	Iteration 105Q: 3 clusters Score -6522970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6522975.500000 Penalty: 5378.944824
	Iteration 106Q: 3 clusters Score -6522976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6522970.000000 Penalty: 5378.944824
	Iteration 107Q: 3 clusters Score -6522970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6522973.500000 Penalty: 5378.944824
	Iteration 108Q: 3 clusters Score -6522974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6522973.500000 Penalty: 5378.944824
	Iteration 109F: 3 clusters Score -6522974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (161822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161822 members 
Entering Unmasked Estep 
Score: -20469684.000000 Penalty: 2974.574463
	Iteration 0F: 2 clusters Score -2.046968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Mstep: Class 2 contains 80719 members 
Entering Unmasked Estep 
Score: -20361400.000000 Penalty: 5949.148926
	Iteration 0F: 3 clusters Score -2.03614e+07 nChanged 77511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83514 members 
Mstep: Class 2 contains 78308 members 
Entering Unmasked Estep 
Score: -20406684.000000 Penalty: 5949.148926
	Iteration 1F: 3 clusters Score -2.040668e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 76905 members 
Entering Unmasked Estep 
Score: -20407680.000000 Penalty: 5949.148926
	Iteration 2Q: 3 clusters Score -2.040768e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86969 members 
Mstep: Class 2 contains 74853 members 
Entering Unmasked Estep 
Score: -20409044.000000 Penalty: 5949.148926
	Iteration 3Q: 3 clusters Score -2.040904e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90010 members 
Mstep: Class 2 contains 71812 members 
Entering Unmasked Estep 
Score: -20411118.000000 Penalty: 5949.148926
	Iteration 4Q: 3 clusters Score -2.041112e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94387 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
Score: -20414388.000000 Penalty: 5949.148926
	Iteration 5Q: 3 clusters Score -2.041439e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100238 members 
Mstep: Class 2 contains 61584 members 
Entering Unmasked Estep 
Score: -20418998.000000 Penalty: 5949.148926
	Iteration 6Q: 3 clusters Score -2.0419e+07 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107471 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -20425378.000000 Penalty: 5949.148926
	Iteration 7F: 3 clusters Score -2.042538e+07 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115237 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -20432928.000000 Penalty: 5949.148926
	Iteration 8F: 3 clusters Score -2.043293e+07 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122310 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -20440070.000000 Penalty: 5949.148926
	Iteration 9F: 3 clusters Score -2.044007e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128036 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -20445712.000000 Penalty: 5949.148926
	Iteration 10Q: 3 clusters Score -2.044571e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132565 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -20449430.000000 Penalty: 5949.148926
	Iteration 11Q: 3 clusters Score -2.044943e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136311 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -20452110.000000 Penalty: 5949.148926
	Iteration 12Q: 3 clusters Score -2.045211e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139758 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -20454050.000000 Penalty: 5949.148926
	Iteration 13Q: 3 clusters Score -2.045405e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143042 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -20456000.000000 Penalty: 5949.148926
	Iteration 14Q: 3 clusters Score -2.0456e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146202 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -20457930.000000 Penalty: 5949.148926
	Iteration 15Q: 3 clusters Score -2.045793e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149226 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -20459538.000000 Penalty: 5949.148926
	Iteration 16Q: 3 clusters Score -2.045954e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151986 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -20461462.000000 Penalty: 5949.148926
	Iteration 17Q: 3 clusters Score -2.046146e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154343 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -20462950.000000 Penalty: 5949.148926
	Iteration 18Q: 3 clusters Score -2.046295e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156255 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -20464176.000000 Penalty: 5949.148926
	Iteration 19Q: 3 clusters Score -2.046418e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157769 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -20465052.000000 Penalty: 5949.148926
	Iteration 20F: 3 clusters Score -2.046505e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158869 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -20465682.000000 Penalty: 5949.148926
	Iteration 21Q: 3 clusters Score -2.046568e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159640 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -20466202.000000 Penalty: 5949.148926
	Iteration 22Q: 3 clusters Score -2.04662e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160119 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -20466420.000000 Penalty: 5949.148926
	Iteration 23Q: 3 clusters Score -2.046642e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160460 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -20466596.000000 Penalty: 5949.148926
	Iteration 24Q: 3 clusters Score -2.04666e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160687 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -20466740.000000 Penalty: 5949.148926
	Iteration 25Q: 3 clusters Score -2.046674e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160830 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -20466842.000000 Penalty: 5949.148926
	Iteration 26Q: 3 clusters Score -2.046684e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160921 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -20466898.000000 Penalty: 5949.148926
	Iteration 27Q: 3 clusters Score -2.04669e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160992 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -20466948.000000 Penalty: 5949.148926
	Iteration 28Q: 3 clusters Score -2.046695e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161045 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -20466964.000000 Penalty: 5949.148926
	Iteration 29Q: 3 clusters Score -2.046696e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161090 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -20467012.000000 Penalty: 5949.148926
	Iteration 30Q: 3 clusters Score -2.046701e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161119 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -20467022.000000 Penalty: 5949.148926
	Iteration 31Q: 3 clusters Score -2.046702e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161138 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -20467042.000000 Penalty: 5949.148926
	Iteration 32Q: 3 clusters Score -2.046704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161149 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -20467034.000000 Penalty: 5949.148926
	Iteration 33Q: 3 clusters Score -2.046703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161156 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -20467034.000000 Penalty: 5949.148926
	Iteration 34Q: 3 clusters Score -2.046703e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161165 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -20467048.000000 Penalty: 5949.148926
	Iteration 35Q: 3 clusters Score -2.046705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161172 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -20467066.000000 Penalty: 5949.148926
	Iteration 36Q: 3 clusters Score -2.046707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161185 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -20467068.000000 Penalty: 5949.148926
	Iteration 37Q: 3 clusters Score -2.046707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161193 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -20467096.000000 Penalty: 5949.148926
	Iteration 38Q: 3 clusters Score -2.04671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161203 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -20467104.000000 Penalty: 5949.148926
	Iteration 39Q: 3 clusters Score -2.04671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161203 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -20467092.000000 Penalty: 5949.148926
	Iteration 40F: 3 clusters Score -2.046709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161207 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -20467090.000000 Penalty: 5949.148926
	Iteration 41Q: 3 clusters Score -2.046709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161210 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -20467090.000000 Penalty: 5949.148926
	Iteration 42Q: 3 clusters Score -2.046709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161215 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -20467086.000000 Penalty: 5949.148926
	Iteration 43Q: 3 clusters Score -2.046709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161216 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -20467084.000000 Penalty: 5949.148926
	Iteration 44Q: 3 clusters Score -2.046708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161219 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -20467084.000000 Penalty: 5949.148926
	Iteration 45Q: 3 clusters Score -2.046708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161221 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -20467076.000000 Penalty: 5949.148926
	Iteration 46Q: 3 clusters Score -2.046708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161225 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -20467104.000000 Penalty: 5949.148926
	Iteration 47Q: 3 clusters Score -2.04671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161230 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -20467102.000000 Penalty: 5949.148926
	Iteration 48Q: 3 clusters Score -2.04671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161235 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -20467098.000000 Penalty: 5949.148926
	Iteration 49Q: 3 clusters Score -2.04671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161244 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -20467122.000000 Penalty: 5949.148926
	Iteration 50Q: 3 clusters Score -2.046712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161246 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -20467116.000000 Penalty: 5949.148926
	Iteration 51Q: 3 clusters Score -2.046712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161248 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -20467128.000000 Penalty: 5949.148926
	Iteration 52Q: 3 clusters Score -2.046713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161255 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -20467130.000000 Penalty: 5949.148926
	Iteration 53Q: 3 clusters Score -2.046713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161256 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -20467126.000000 Penalty: 5949.148926
	Iteration 54Q: 3 clusters Score -2.046713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161255 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -20467134.000000 Penalty: 5949.148926
	Iteration 55Q: 3 clusters Score -2.046713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161254 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -20467130.000000 Penalty: 5949.148926
	Iteration 56Q: 3 clusters Score -2.046713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161254 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -20467130.000000 Penalty: 5949.148926
	Iteration 57F: 3 clusters Score -2.046713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64808 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46570 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176705 members 
Mstep: Class 13 contains 176708 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225882 members 
Mstep: Class 16 contains 7425 members 
Mstep: Class 17 contains 32891 members 
Mstep: Class 18 contains 51259 members 
Mstep: Class 19 contains 161822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295160.000000 Penalty: 64930.714844
Iteration 159Q: 20 clusters Score -1.192952e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64803 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46576 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176696 members 
Mstep: Class 13 contains 176715 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225873 members 
Mstep: Class 16 contains 7425 members 
Mstep: Class 17 contains 32895 members 
Mstep: Class 18 contains 51261 members 
Mstep: Class 19 contains 161826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295168.000000 Penalty: 64930.714844
Iteration 160F: 20 clusters Score -1.192952e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64798 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46575 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176691 members 
Mstep: Class 13 contains 176718 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225870 members 
Mstep: Class 16 contains 7425 members 
Mstep: Class 17 contains 32900 members 
Mstep: Class 18 contains 51262 members 
Mstep: Class 19 contains 161831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295128.000000 Penalty: 64930.714844
Iteration 161Q: 20 clusters Score -1.192951e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64795 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46572 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176686 members 
Mstep: Class 13 contains 176733 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225867 members 
Mstep: Class 16 contains 7424 members 
Mstep: Class 17 contains 32900 members 
Mstep: Class 18 contains 51263 members 
Mstep: Class 19 contains 161830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295056.000000 Penalty: 64930.714844
Iteration 162Q: 20 clusters Score -1.192951e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 64792 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46571 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176679 members 
Mstep: Class 13 contains 176746 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225862 members 
Mstep: Class 16 contains 7423 members 
Mstep: Class 17 contains 32902 members 
Mstep: Class 18 contains 51267 members 
Mstep: Class 19 contains 161830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295176.000000 Penalty: 64930.714844
Iteration 163Q: 20 clusters Score -1.192952e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 64788 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46571 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176672 members 
Mstep: Class 13 contains 176751 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225873 members 
Mstep: Class 16 contains 7421 members 
Mstep: Class 17 contains 32902 members 
Mstep: Class 18 contains 51269 members 
Mstep: Class 19 contains 161825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295152.000000 Penalty: 64930.714844
Iteration 164Q: 20 clusters Score -1.192952e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 64785 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46569 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176656 members 
Mstep: Class 13 contains 176752 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225892 members 
Mstep: Class 16 contains 7418 members 
Mstep: Class 17 contains 32903 members 
Mstep: Class 18 contains 51272 members 
Mstep: Class 19 contains 161825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295144.000000 Penalty: 64930.714844
Iteration 165Q: 20 clusters Score -1.192951e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 64783 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46569 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176648 members 
Mstep: Class 13 contains 176753 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225904 members 
Mstep: Class 16 contains 7415 members 
Mstep: Class 17 contains 32901 members 
Mstep: Class 18 contains 51273 members 
Mstep: Class 19 contains 161825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295128.000000 Penalty: 64930.714844
Iteration 166Q: 20 clusters Score -1.192951e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64788 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46572 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176644 members 
Mstep: Class 13 contains 176747 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225906 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 17 contains 32899 members 
Mstep: Class 18 contains 51272 members 
Mstep: Class 19 contains 161832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295144.000000 Penalty: 64930.714844
Iteration 167Q: 20 clusters Score -1.192951e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64785 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46570 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176638 members 
Mstep: Class 13 contains 176759 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225902 members 
Mstep: Class 16 contains 7407 members 
Mstep: Class 17 contains 32899 members 
Mstep: Class 18 contains 51269 members 
Mstep: Class 19 contains 161841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295192.000000 Penalty: 64930.714844
Iteration 168Q: 20 clusters Score -1.192952e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64781 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46571 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176622 members 
Mstep: Class 13 contains 176769 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225910 members 
Mstep: Class 16 contains 7406 members 
Mstep: Class 17 contains 32899 members 
Mstep: Class 18 contains 51267 members 
Mstep: Class 19 contains 161845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295176.000000 Penalty: 64930.714844
Iteration 169Q: 20 clusters Score -1.192952e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64778 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46571 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176599 members 
Mstep: Class 13 contains 176777 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225919 members 
Mstep: Class 16 contains 7405 members 
Mstep: Class 17 contains 32900 members 
Mstep: Class 18 contains 51269 members 
Mstep: Class 19 contains 161852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295064.000000 Penalty: 64930.714844
Iteration 170Q: 20 clusters Score -1.192951e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64773 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46574 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176577 members 
Mstep: Class 13 contains 176782 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225928 members 
Mstep: Class 16 contains 7405 members 
Mstep: Class 17 contains 32902 members 
Mstep: Class 18 contains 51269 members 
Mstep: Class 19 contains 161858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295104.000000 Penalty: 64930.714844
Iteration 171Q: 20 clusters Score -1.192951e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64772 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46576 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176561 members 
Mstep: Class 13 contains 176796 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225926 members 
Mstep: Class 16 contains 7405 members 
Mstep: Class 17 contains 32905 members 
Mstep: Class 18 contains 51267 members 
Mstep: Class 19 contains 161860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295032.000000 Penalty: 64930.714844
Iteration 172Q: 20 clusters Score -1.19295e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64768 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46575 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176555 members 
Mstep: Class 13 contains 176800 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225930 members 
Mstep: Class 16 contains 7405 members 
Mstep: Class 17 contains 32907 members 
Mstep: Class 18 contains 51265 members 
Mstep: Class 19 contains 161863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295112.000000 Penalty: 64930.714844
Iteration 173Q: 20 clusters Score -1.192951e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64761 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46576 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176537 members 
Mstep: Class 13 contains 176800 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225943 members 
Mstep: Class 16 contains 7405 members 
Mstep: Class 17 contains 32907 members 
Mstep: Class 18 contains 51265 members 
Mstep: Class 19 contains 161874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295080.000000 Penalty: 64930.714844
Iteration 174Q: 20 clusters Score -1.192951e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 64754 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46573 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176537 members 
Mstep: Class 13 contains 176797 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225956 members 
Mstep: Class 16 contains 7404 members 
Mstep: Class 17 contains 32907 members 
Mstep: Class 18 contains 51263 members 
Mstep: Class 19 contains 161878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295120.000000 Penalty: 64930.714844
Iteration 175Q: 20 clusters Score -1.192951e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 64751 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46572 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176528 members 
Mstep: Class 13 contains 176799 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225963 members 
Mstep: Class 16 contains 7402 members 
Mstep: Class 17 contains 32909 members 
Mstep: Class 18 contains 51264 members 
Mstep: Class 19 contains 161881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295096.000000 Penalty: 64930.714844
Iteration 176Q: 20 clusters Score -1.192951e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 64750 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46575 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176508 members 
Mstep: Class 13 contains 176801 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225975 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 32910 members 
Mstep: Class 18 contains 51265 members 
Mstep: Class 19 contains 161886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295176.000000 Penalty: 64930.714844
Iteration 177Q: 20 clusters Score -1.192952e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 64750 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46575 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176493 members 
Mstep: Class 13 contains 176809 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225976 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 32912 members 
Mstep: Class 18 contains 51265 members 
Mstep: Class 19 contains 161890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295160.000000 Penalty: 64930.714844
Iteration 178Q: 20 clusters Score -1.192952e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 64749 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46574 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176482 members 
Mstep: Class 13 contains 176809 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225981 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 32915 members 
Mstep: Class 18 contains 51267 members 
Mstep: Class 19 contains 161893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295104.000000 Penalty: 64930.714844
Iteration 179Q: 20 clusters Score -1.192951e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 64749 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46575 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176470 members 
Mstep: Class 13 contains 176807 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225984 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 32918 members 
Mstep: Class 18 contains 51268 members 
Mstep: Class 19 contains 161899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295120.000000 Penalty: 64930.714844
Iteration 180F: 20 clusters Score -1.192951e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 64749 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46579 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176459 members 
Mstep: Class 13 contains 176809 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225985 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 32919 members 
Mstep: Class 18 contains 51270 members 
Mstep: Class 19 contains 161900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295168.000000 Penalty: 64930.714844
Iteration 181Q: 20 clusters Score -1.192952e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 64749 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46582 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176439 members 
Mstep: Class 13 contains 176810 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 225995 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 32921 members 
Mstep: Class 18 contains 51270 members 
Mstep: Class 19 contains 161904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295152.000000 Penalty: 64930.714844
Iteration 182Q: 20 clusters Score -1.192952e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64746 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46582 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176411 members 
Mstep: Class 13 contains 176816 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226002 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 32924 members 
Mstep: Class 18 contains 51271 members 
Mstep: Class 19 contains 161917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295168.000000 Penalty: 64930.714844
Iteration 183Q: 20 clusters Score -1.192952e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64744 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46583 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176390 members 
Mstep: Class 13 contains 176824 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226005 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 32925 members 
Mstep: Class 18 contains 51271 members 
Mstep: Class 19 contains 161927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295152.000000 Penalty: 64930.714844
Iteration 184Q: 20 clusters Score -1.192952e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64744 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46583 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5401 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176363 members 
Mstep: Class 13 contains 176828 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226015 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 32925 members 
Mstep: Class 18 contains 51269 members 
Mstep: Class 19 contains 161941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295160.000000 Penalty: 64930.714844
Iteration 185Q: 20 clusters Score -1.192952e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64746 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46584 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176334 members 
Mstep: Class 13 contains 176832 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226024 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 32926 members 
Mstep: Class 18 contains 51266 members 
Mstep: Class 19 contains 161955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295184.000000 Penalty: 64930.714844
Iteration 186Q: 20 clusters Score -1.192952e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64745 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46583 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176316 members 
Mstep: Class 13 contains 176824 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226035 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 32925 members 
Mstep: Class 18 contains 51265 members 
Mstep: Class 19 contains 161974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295152.000000 Penalty: 64930.714844
Iteration 187Q: 20 clusters Score -1.192952e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64746 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46582 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176301 members 
Mstep: Class 13 contains 176821 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226041 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 32925 members 
Mstep: Class 18 contains 51264 members 
Mstep: Class 19 contains 161987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295152.000000 Penalty: 64930.714844
Iteration 188Q: 20 clusters Score -1.192952e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64745 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46583 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176293 members 
Mstep: Class 13 contains 176823 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226046 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 32927 members 
Mstep: Class 18 contains 51262 members 
Mstep: Class 19 contains 161989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295216.000000 Penalty: 64930.714844
Iteration 189Q: 20 clusters Score -1.192952e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64744 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46584 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176276 members 
Mstep: Class 13 contains 176823 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226059 members 
Mstep: Class 16 contains 7397 members 
Mstep: Class 17 contains 32931 members 
Mstep: Class 18 contains 51265 members 
Mstep: Class 19 contains 161987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295152.000000 Penalty: 64930.714844
Iteration 190Q: 20 clusters Score -1.192952e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64749 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46585 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176257 members 
Mstep: Class 13 contains 176824 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226067 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 32931 members 
Mstep: Class 18 contains 51268 members 
Mstep: Class 19 contains 161994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295184.000000 Penalty: 64930.714844
Iteration 191Q: 20 clusters Score -1.192952e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64749 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46586 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176238 members 
Mstep: Class 13 contains 176829 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226078 members 
Mstep: Class 16 contains 7385 members 
Mstep: Class 17 contains 32932 members 
Mstep: Class 18 contains 51272 members 
Mstep: Class 19 contains 161997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295208.000000 Penalty: 64930.714844
Iteration 192Q: 20 clusters Score -1.192952e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64749 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46586 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176214 members 
Mstep: Class 13 contains 176834 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226090 members 
Mstep: Class 16 contains 7382 members 
Mstep: Class 17 contains 32935 members 
Mstep: Class 18 contains 51274 members 
Mstep: Class 19 contains 162002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295288.000000 Penalty: 64930.714844
Iteration 193Q: 20 clusters Score -1.192953e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64743 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46588 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176197 members 
Mstep: Class 13 contains 176836 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226103 members 
Mstep: Class 16 contains 7381 members 
Mstep: Class 17 contains 32938 members 
Mstep: Class 18 contains 51273 members 
Mstep: Class 19 contains 162007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295224.000000 Penalty: 64930.714844
Iteration 194Q: 20 clusters Score -1.192952e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64736 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46591 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176159 members 
Mstep: Class 13 contains 176847 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226120 members 
Mstep: Class 16 contains 7381 members 
Mstep: Class 17 contains 32941 members 
Mstep: Class 18 contains 51276 members 
Mstep: Class 19 contains 162015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295336.000000 Penalty: 64930.714844
Iteration 195Q: 20 clusters Score -1.192953e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64728 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46593 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176136 members 
Mstep: Class 13 contains 176854 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226139 members 
Mstep: Class 16 contains 7381 members 
Mstep: Class 17 contains 32942 members 
Mstep: Class 18 contains 51277 members 
Mstep: Class 19 contains 162016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295272.000000 Penalty: 64930.714844
Iteration 196Q: 20 clusters Score -1.192953e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64727 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46595 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176118 members 
Mstep: Class 13 contains 176856 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226140 members 
Mstep: Class 16 contains 7380 members 
Mstep: Class 17 contains 32941 members 
Mstep: Class 18 contains 51281 members 
Mstep: Class 19 contains 162027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295280.000000 Penalty: 64930.714844
Iteration 197Q: 20 clusters Score -1.192953e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64724 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46597 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176113 members 
Mstep: Class 13 contains 176854 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226145 members 
Mstep: Class 16 contains 7380 members 
Mstep: Class 17 contains 32940 members 
Mstep: Class 18 contains 51280 members 
Mstep: Class 19 contains 162032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295328.000000 Penalty: 64930.714844
Iteration 198Q: 20 clusters Score -1.192953e+08 nChanged 57
Entering ConstructFrom: 
Score: -119295328.000000 Penalty: 64930.714844
Entering ConstructFrom: 
Trying to split cluster 1 (6958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Entering Unmasked Estep 
Score: -813251.625000 Penalty: 2194.216553
	Iteration 0F: 2 clusters Score -813251.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -807578.625000 Penalty: 4388.433105
	Iteration 0F: 3 clusters Score -807578.6 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -809256.062500 Penalty: 4388.433105
	Iteration 1F: 3 clusters Score -809256.1 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -809758.437500 Penalty: 4388.433105
	Iteration 2F: 3 clusters Score -809758.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -810159.375000 Penalty: 4388.433105
	Iteration 3F: 3 clusters Score -810159.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -810507.437500 Penalty: 4388.433105
	Iteration 4F: 3 clusters Score -810507.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -810766.437500 Penalty: 4388.433105
	Iteration 5F: 3 clusters Score -810766.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -810977.187500 Penalty: 4388.433105
	Iteration 6Q: 3 clusters Score -810977.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -811122.812500 Penalty: 4388.433105
	Iteration 7Q: 3 clusters Score -811122.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -811239.687500 Penalty: 4388.433105
	Iteration 8Q: 3 clusters Score -811239.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -811338.500000 Penalty: 4388.433105
	Iteration 9Q: 3 clusters Score -811338.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -811409.437500 Penalty: 4388.433105
	Iteration 10Q: 3 clusters Score -811409.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -811468.375000 Penalty: 4388.433105
	Iteration 11Q: 3 clusters Score -811468.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -811517.625000 Penalty: 4388.433105
	Iteration 12Q: 3 clusters Score -811517.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -811563.312500 Penalty: 4388.433105
	Iteration 13Q: 3 clusters Score -811563.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -811606.875000 Penalty: 4388.433105
	Iteration 14Q: 3 clusters Score -811606.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -811639.437500 Penalty: 4388.433105
	Iteration 15Q: 3 clusters Score -811639.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -811670.000000 Penalty: 4388.433105
	Iteration 16Q: 3 clusters Score -811670 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -811700.000000 Penalty: 4388.433105
	Iteration 17Q: 3 clusters Score -811700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -811721.562500 Penalty: 4388.433105
	Iteration 18Q: 3 clusters Score -811721.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -811739.937500 Penalty: 4388.433105
	Iteration 19Q: 3 clusters Score -811739.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -811755.875000 Penalty: 4388.433105
	Iteration 20F: 3 clusters Score -811755.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -811776.187500 Penalty: 4388.433105
	Iteration 21Q: 3 clusters Score -811776.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -811803.437500 Penalty: 4388.433105
	Iteration 22Q: 3 clusters Score -811803.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -811822.250000 Penalty: 4388.433105
	Iteration 23Q: 3 clusters Score -811822.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -811837.562500 Penalty: 4388.433105
	Iteration 24Q: 3 clusters Score -811837.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -811848.625000 Penalty: 4388.433105
	Iteration 25Q: 3 clusters Score -811848.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -811859.062500 Penalty: 4388.433105
	Iteration 26Q: 3 clusters Score -811859.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -811877.250000 Penalty: 4388.433105
	Iteration 27Q: 3 clusters Score -811877.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -811894.500000 Penalty: 4388.433105
	Iteration 28Q: 3 clusters Score -811894.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -811910.187500 Penalty: 4388.433105
	Iteration 29Q: 3 clusters Score -811910.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -811921.125000 Penalty: 4388.433105
	Iteration 30Q: 3 clusters Score -811921.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -811930.125000 Penalty: 4388.433105
	Iteration 31Q: 3 clusters Score -811930.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -811934.437500 Penalty: 4388.433105
	Iteration 32Q: 3 clusters Score -811934.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -811937.187500 Penalty: 4388.433105
	Iteration 33Q: 3 clusters Score -811937.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -811941.375000 Penalty: 4388.433105
	Iteration 34Q: 3 clusters Score -811941.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -811943.625000 Penalty: 4388.433105
	Iteration 35Q: 3 clusters Score -811943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -811944.375000 Penalty: 4388.433105
	Iteration 36Q: 3 clusters Score -811944.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -811947.750000 Penalty: 4388.433105
	Iteration 37Q: 3 clusters Score -811947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -811948.062500 Penalty: 4388.433105
	Iteration 38Q: 3 clusters Score -811948.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -811947.875000 Penalty: 4388.433105
	Iteration 39Q: 3 clusters Score -811947.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -811948.437500 Penalty: 4388.433105
	Iteration 40F: 3 clusters Score -811948.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -811949.000000 Penalty: 4388.433105
	Iteration 41Q: 3 clusters Score -811949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -811950.000000 Penalty: 4388.433105
	Iteration 42Q: 3 clusters Score -811950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -811951.000000 Penalty: 4388.433105
	Iteration 43Q: 3 clusters Score -811951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -811951.937500 Penalty: 4388.433105
	Iteration 44Q: 3 clusters Score -811951.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -811952.187500 Penalty: 4388.433105
	Iteration 45Q: 3 clusters Score -811952.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -811954.937500 Penalty: 4388.433105
	Iteration 46Q: 3 clusters Score -811954.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -811955.187500 Penalty: 4388.433105
	Iteration 47Q: 3 clusters Score -811955.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -811956.125000 Penalty: 4388.433105
	Iteration 48Q: 3 clusters Score -811956.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -811956.125000 Penalty: 4388.433105
	Iteration 49F: 3 clusters Score -811956.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (64718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Entering Unmasked Estep 
Score: -7949038.000000 Penalty: 2747.293213
	Iteration 0F: 2 clusters Score -7949038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -7905644.000000 Penalty: 5494.586426
	Iteration 0F: 3 clusters Score -7905644 nChanged 30125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -7922166.500000 Penalty: 5494.586426
	Iteration 1F: 3 clusters Score -7922166 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -7922761.500000 Penalty: 5494.586426
	Iteration 2Q: 3 clusters Score -7922762 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -7923310.000000 Penalty: 5494.586426
	Iteration 3Q: 3 clusters Score -7923310 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -7924032.500000 Penalty: 5494.586426
	Iteration 4Q: 3 clusters Score -7924032 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -7925149.000000 Penalty: 5494.586426
	Iteration 5Q: 3 clusters Score -7925149 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -7926990.000000 Penalty: 5494.586426
	Iteration 6F: 3 clusters Score -7926990 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -7930277.500000 Penalty: 5494.586426
	Iteration 7F: 3 clusters Score -7930278 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -7935157.500000 Penalty: 5494.586426
	Iteration 8F: 3 clusters Score -7935158 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -7940620.500000 Penalty: 5494.586426
	Iteration 9F: 3 clusters Score -7940620 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -7944104.500000 Penalty: 5494.586426
	Iteration 10F: 3 clusters Score -7944104 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7945671.500000 Penalty: 5494.586426
	Iteration 11Q: 3 clusters Score -7945672 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64284 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7946206.500000 Penalty: 5494.586426
	Iteration 12Q: 3 clusters Score -7946206 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7946420.000000 Penalty: 5494.586426
	Iteration 13Q: 3 clusters Score -7946420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7946503.500000 Penalty: 5494.586426
	Iteration 14Q: 3 clusters Score -7946504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7946552.500000 Penalty: 5494.586426
	Iteration 15Q: 3 clusters Score -7946552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7946582.000000 Penalty: 5494.586426
	Iteration 16Q: 3 clusters Score -7946582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7946598.500000 Penalty: 5494.586426
	Iteration 17Q: 3 clusters Score -7946598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7946608.500000 Penalty: 5494.586426
	Iteration 18Q: 3 clusters Score -7946608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7946613.000000 Penalty: 5494.586426
	Iteration 19Q: 3 clusters Score -7946613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7946618.000000 Penalty: 5494.586426
	Iteration 20F: 3 clusters Score -7946618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64484 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7946624.500000 Penalty: 5494.586426
	Iteration 21Q: 3 clusters Score -7946624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7946626.500000 Penalty: 5494.586426
	Iteration 22Q: 3 clusters Score -7946626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7946628.500000 Penalty: 5494.586426
	Iteration 23Q: 3 clusters Score -7946628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7946628.000000 Penalty: 5494.586426
	Iteration 24Q: 3 clusters Score -7946628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64487 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7946627.500000 Penalty: 5494.586426
	Iteration 25Q: 3 clusters Score -7946628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64488 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7946632.000000 Penalty: 5494.586426
	Iteration 26Q: 3 clusters Score -7946632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64488 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7946632.000000 Penalty: 5494.586426
	Iteration 27F: 3 clusters Score -7946632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -60577.042969 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -60577.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59156.562500 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -59156.56 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -59613.562500 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -59613.56 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59895.648438 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -59895.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59987.113281 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -59987.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60057.839844 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -60057.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60098.722656 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -60098.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60119.484375 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -60119.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60131.406250 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -60131.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60136.582031 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -60136.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -60145.957031 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -60145.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60148.687500 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -60148.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60153.863281 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -60153.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60157.640625 Penalty: 3127.006592
	Iteration 12Q: 3 clusters Score -60157.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60157.640625 Penalty: 3127.006592
	Iteration 13F: 3 clusters Score -60157.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Entering Unmasked Estep 
Score: -5922249.500000 Penalty: 2665.824219
	Iteration 0F: 2 clusters Score -5922250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -5890635.500000 Penalty: 5331.648438
	Iteration 0F: 3 clusters Score -5890636 nChanged 21521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -5902945.000000 Penalty: 5331.648438
	Iteration 1F: 3 clusters Score -5902945 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -5904122.500000 Penalty: 5331.648438
	Iteration 2F: 3 clusters Score -5904122 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -5906045.000000 Penalty: 5331.648438
	Iteration 3F: 3 clusters Score -5906045 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -5909326.000000 Penalty: 5331.648438
	Iteration 4F: 3 clusters Score -5909326 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -5913512.500000 Penalty: 5331.648438
	Iteration 5F: 3 clusters Score -5913512 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -5917092.000000 Penalty: 5331.648438
	Iteration 6F: 3 clusters Score -5917092 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -5919095.500000 Penalty: 5331.648438
	Iteration 7Q: 3 clusters Score -5919096 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -5920000.000000 Penalty: 5331.648438
	Iteration 8Q: 3 clusters Score -5920000 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -5920427.500000 Penalty: 5331.648438
	Iteration 9Q: 3 clusters Score -5920428 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5920638.000000 Penalty: 5331.648438
	Iteration 10Q: 3 clusters Score -5920638 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5920745.000000 Penalty: 5331.648438
	Iteration 11Q: 3 clusters Score -5920745 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5920808.000000 Penalty: 5331.648438
	Iteration 12Q: 3 clusters Score -5920808 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5920839.500000 Penalty: 5331.648438
	Iteration 13Q: 3 clusters Score -5920840 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5920852.500000 Penalty: 5331.648438
	Iteration 14Q: 3 clusters Score -5920852 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5920871.500000 Penalty: 5331.648438
	Iteration 15Q: 3 clusters Score -5920872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5920877.000000 Penalty: 5331.648438
	Iteration 16Q: 3 clusters Score -5920877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5920884.000000 Penalty: 5331.648438
	Iteration 17Q: 3 clusters Score -5920884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5920888.500000 Penalty: 5331.648438
	Iteration 18Q: 3 clusters Score -5920888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5920894.500000 Penalty: 5331.648438
	Iteration 19Q: 3 clusters Score -5920894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5920890.000000 Penalty: 5331.648438
	Iteration 20F: 3 clusters Score -5920890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5920895.000000 Penalty: 5331.648438
	Iteration 21Q: 3 clusters Score -5920895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5920893.500000 Penalty: 5331.648438
	Iteration 22Q: 3 clusters Score -5920894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5920893.500000 Penalty: 5331.648438
	Iteration 23F: 3 clusters Score -5920894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Entering Unmasked Estep 
Score: -359129.500000 Penalty: 1984.086548
	Iteration 0F: 2 clusters Score -359129.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -355845.687500 Penalty: 3968.173096
	Iteration 0F: 3 clusters Score -355845.7 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -356583.843750 Penalty: 3968.173096
	Iteration 1F: 3 clusters Score -356583.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -356772.906250 Penalty: 3968.173096
	Iteration 2F: 3 clusters Score -356772.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -356875.562500 Penalty: 3968.173096
	Iteration 3Q: 3 clusters Score -356875.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -356973.218750 Penalty: 3968.173096
	Iteration 4Q: 3 clusters Score -356973.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -357079.375000 Penalty: 3968.173096
	Iteration 5Q: 3 clusters Score -357079.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -357211.656250 Penalty: 3968.173096
	Iteration 6Q: 3 clusters Score -357211.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -357378.468750 Penalty: 3968.173096
	Iteration 7Q: 3 clusters Score -357378.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -357644.156250 Penalty: 3968.173096
	Iteration 8Q: 3 clusters Score -357644.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -357958.250000 Penalty: 3968.173096
	Iteration 9Q: 3 clusters Score -357958.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -358253.343750 Penalty: 3968.173096
	Iteration 10Q: 3 clusters Score -358253.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -358593.062500 Penalty: 3968.173096
	Iteration 11F: 3 clusters Score -358593.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -359040.687500 Penalty: 3968.173096
	Iteration 12F: 3 clusters Score -359040.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -359545.437500 Penalty: 3968.173096
	Iteration 13Q: 3 clusters Score -359545.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -359815.843750 Penalty: 3968.173096
	Iteration 14Q: 3 clusters Score -359815.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -359888.656250 Penalty: 3968.173096
	Iteration 15Q: 3 clusters Score -359888.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -359906.750000 Penalty: 3968.173096
	Iteration 16Q: 3 clusters Score -359906.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -359912.218750 Penalty: 3968.173096
	Iteration 17Q: 3 clusters Score -359912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -359913.375000 Penalty: 3968.173096
	Iteration 18Q: 3 clusters Score -359913.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -359914.375000 Penalty: 3968.173096
	Iteration 19Q: 3 clusters Score -359914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -359914.625000 Penalty: 3968.173096
	Iteration 20F: 3 clusters Score -359914.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -359914.875000 Penalty: 3968.173096
	Iteration 21Q: 3 clusters Score -359914.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -359915.593750 Penalty: 3968.173096
	Iteration 22Q: 3 clusters Score -359915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -359916.187500 Penalty: 3968.173096
	Iteration 23Q: 3 clusters Score -359916.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -359916.093750 Penalty: 3968.173096
	Iteration 24Q: 3 clusters Score -359916.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -359917.406250 Penalty: 3968.173096
	Iteration 25Q: 3 clusters Score -359917.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -359917.343750 Penalty: 3968.173096
	Iteration 26Q: 3 clusters Score -359917.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -359917.343750 Penalty: 3968.173096
	Iteration 27F: 3 clusters Score -359917.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64718 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46597 members 
Mstep: Class 5 contains 1539 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176107 members 
Mstep: Class 13 contains 176855 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226151 members 
Mstep: Class 16 contains 7380 members 
Mstep: Class 17 contains 32942 members 
Mstep: Class 18 contains 51280 members 
Mstep: Class 19 contains 162035 members 
Mstep: Class 20 contains 1443 members 
Entering Unmasked Estep 
Score: -119294544.000000 Penalty: 68348.125000
Splitting cluster 5 changes total score from -119295328.000000 to -119294544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -250472.046875 Penalty: 1896.769165
	Iteration 0F: 2 clusters Score -250472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -247815.687500 Penalty: 3793.538330
	Iteration 0F: 3 clusters Score -247815.7 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -248417.046875 Penalty: 3793.538330
	Iteration 1F: 3 clusters Score -248417 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -248603.312500 Penalty: 3793.538330
	Iteration 2F: 3 clusters Score -248603.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -248762.828125 Penalty: 3793.538330
	Iteration 3F: 3 clusters Score -248762.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -248926.171875 Penalty: 3793.538330
	Iteration 4Q: 3 clusters Score -248926.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -249075.500000 Penalty: 3793.538330
	Iteration 5Q: 3 clusters Score -249075.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -249244.406250 Penalty: 3793.538330
	Iteration 6Q: 3 clusters Score -249244.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -249512.328125 Penalty: 3793.538330
	Iteration 7F: 3 clusters Score -249512.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -249889.906250 Penalty: 3793.538330
	Iteration 8F: 3 clusters Score -249889.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -250325.734375 Penalty: 3793.538330
	Iteration 9F: 3 clusters Score -250325.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -250591.187500 Penalty: 3793.538330
	Iteration 10Q: 3 clusters Score -250591.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -250791.859375 Penalty: 3793.538330
	Iteration 11Q: 3 clusters Score -250791.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -250954.046875 Penalty: 3793.538330
	Iteration 12Q: 3 clusters Score -250954 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -251063.484375 Penalty: 3793.538330
	Iteration 13Q: 3 clusters Score -251063.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -251084.218750 Penalty: 3793.538330
	Iteration 14Q: 3 clusters Score -251084.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -251087.171875 Penalty: 3793.538330
	Iteration 15Q: 3 clusters Score -251087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -251088.593750 Penalty: 3793.538330
	Iteration 16Q: 3 clusters Score -251088.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -251092.093750 Penalty: 3793.538330
	Iteration 17Q: 3 clusters Score -251092.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -251092.406250 Penalty: 3793.538330
	Iteration 18Q: 3 clusters Score -251092.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -251092.406250 Penalty: 3793.538330
	Iteration 19F: 3 clusters Score -251092.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64718 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46597 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 986 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176107 members 
Mstep: Class 13 contains 176855 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226151 members 
Mstep: Class 16 contains 7380 members 
Mstep: Class 17 contains 32942 members 
Mstep: Class 18 contains 51280 members 
Mstep: Class 19 contains 162035 members 
Mstep: Class 20 contains 1111 members 
Entering Unmasked Estep 
Score: -119294512.000000 Penalty: 68348.125000
Splitting cluster 6 changes total score from -119295328.000000 to -119294512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -18691.931641 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -18691.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17625.343750 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -17625.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17713.564453 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -17713.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17790.099609 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -17790.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17803.298828 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -17803.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17806.074219 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -17806.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17806.074219 Penalty: 2607.717773
	Iteration 5F: 3 clusters Score -17806.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -65249.777344 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -65249.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63663.195312 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -63663.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64103.902344 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -64103.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64485.496094 Penalty: 3217.135742
	Iteration 2F: 3 clusters Score -64485.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64723.800781 Penalty: 3217.135742
	Iteration 3F: 3 clusters Score -64723.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -64951.781250 Penalty: 3217.135742
	Iteration 4Q: 3 clusters Score -64951.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -65061.152344 Penalty: 3217.135742
	Iteration 5Q: 3 clusters Score -65061.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -65141.160156 Penalty: 3217.135742
	Iteration 6Q: 3 clusters Score -65141.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65175.066406 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -65175.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65185.816406 Penalty: 3217.135742
	Iteration 8Q: 3 clusters Score -65185.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -65202.667969 Penalty: 3217.135742
	Iteration 9Q: 3 clusters Score -65202.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65209.878906 Penalty: 3217.135742
	Iteration 10Q: 3 clusters Score -65209.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -65214.089844 Penalty: 3217.135742
	Iteration 11Q: 3 clusters Score -65214.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -65214.089844 Penalty: 3217.135742
	Iteration 12F: 3 clusters Score -65214.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Entering Unmasked Estep 
Score: -672206.312500 Penalty: 2131.442139
	Iteration 0F: 2 clusters Score -672206.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -667403.437500 Penalty: 4262.884277
	Iteration 0F: 3 clusters Score -667403.4 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -668509.250000 Penalty: 4262.884277
	Iteration 1F: 3 clusters Score -668509.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -668712.062500 Penalty: 4262.884277
	Iteration 2F: 3 clusters Score -668712.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -668834.937500 Penalty: 4262.884277
	Iteration 3Q: 3 clusters Score -668834.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -668923.875000 Penalty: 4262.884277
	Iteration 4Q: 3 clusters Score -668923.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -668978.812500 Penalty: 4262.884277
	Iteration 5Q: 3 clusters Score -668978.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -669019.125000 Penalty: 4262.884277
	Iteration 6Q: 3 clusters Score -669019.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -669053.062500 Penalty: 4262.884277
	Iteration 7Q: 3 clusters Score -669053.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -669085.062500 Penalty: 4262.884277
	Iteration 8Q: 3 clusters Score -669085.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -669114.937500 Penalty: 4262.884277
	Iteration 9Q: 3 clusters Score -669114.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -669135.500000 Penalty: 4262.884277
	Iteration 10Q: 3 clusters Score -669135.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -669161.812500 Penalty: 4262.884277
	Iteration 11Q: 3 clusters Score -669161.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -669183.875000 Penalty: 4262.884277
	Iteration 12Q: 3 clusters Score -669183.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -669210.812500 Penalty: 4262.884277
	Iteration 13Q: 3 clusters Score -669210.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -669235.312500 Penalty: 4262.884277
	Iteration 14Q: 3 clusters Score -669235.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -669264.125000 Penalty: 4262.884277
	Iteration 15Q: 3 clusters Score -669264.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -669281.812500 Penalty: 4262.884277
	Iteration 16Q: 3 clusters Score -669281.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -669308.500000 Penalty: 4262.884277
	Iteration 17Q: 3 clusters Score -669308.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -669335.937500 Penalty: 4262.884277
	Iteration 18Q: 3 clusters Score -669335.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -669366.375000 Penalty: 4262.884277
	Iteration 19Q: 3 clusters Score -669366.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -669410.875000 Penalty: 4262.884277
	Iteration 20F: 3 clusters Score -669410.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -669450.750000 Penalty: 4262.884277
	Iteration 21Q: 3 clusters Score -669450.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -669491.187500 Penalty: 4262.884277
	Iteration 22Q: 3 clusters Score -669491.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -669525.312500 Penalty: 4262.884277
	Iteration 23Q: 3 clusters Score -669525.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -669557.812500 Penalty: 4262.884277
	Iteration 24Q: 3 clusters Score -669557.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -669589.437500 Penalty: 4262.884277
	Iteration 25Q: 3 clusters Score -669589.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -669624.250000 Penalty: 4262.884277
	Iteration 26Q: 3 clusters Score -669624.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -669659.812500 Penalty: 4262.884277
	Iteration 27Q: 3 clusters Score -669659.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -669685.625000 Penalty: 4262.884277
	Iteration 28Q: 3 clusters Score -669685.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -669710.812500 Penalty: 4262.884277
	Iteration 29Q: 3 clusters Score -669710.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -669740.375000 Penalty: 4262.884277
	Iteration 30Q: 3 clusters Score -669740.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -669767.125000 Penalty: 4262.884277
	Iteration 31Q: 3 clusters Score -669767.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -669797.437500 Penalty: 4262.884277
	Iteration 32Q: 3 clusters Score -669797.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -669827.000000 Penalty: 4262.884277
	Iteration 33Q: 3 clusters Score -669827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -669863.000000 Penalty: 4262.884277
	Iteration 34Q: 3 clusters Score -669863 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -669897.375000 Penalty: 4262.884277
	Iteration 35Q: 3 clusters Score -669897.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -669922.000000 Penalty: 4262.884277
	Iteration 36Q: 3 clusters Score -669922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -669957.625000 Penalty: 4262.884277
	Iteration 37Q: 3 clusters Score -669957.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -669989.875000 Penalty: 4262.884277
	Iteration 38Q: 3 clusters Score -669989.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -670025.000000 Penalty: 4262.884277
	Iteration 39Q: 3 clusters Score -670025 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -670073.187500 Penalty: 4262.884277
	Iteration 40F: 3 clusters Score -670073.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -670116.250000 Penalty: 4262.884277
	Iteration 41Q: 3 clusters Score -670116.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -670150.687500 Penalty: 4262.884277
	Iteration 42Q: 3 clusters Score -670150.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -670172.375000 Penalty: 4262.884277
	Iteration 43Q: 3 clusters Score -670172.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -670186.125000 Penalty: 4262.884277
	Iteration 44Q: 3 clusters Score -670186.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -670196.500000 Penalty: 4262.884277
	Iteration 45Q: 3 clusters Score -670196.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -670211.500000 Penalty: 4262.884277
	Iteration 46Q: 3 clusters Score -670211.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -670227.937500 Penalty: 4262.884277
	Iteration 47Q: 3 clusters Score -670227.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -670241.625000 Penalty: 4262.884277
	Iteration 48Q: 3 clusters Score -670241.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -670251.250000 Penalty: 4262.884277
	Iteration 49Q: 3 clusters Score -670251.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -670263.375000 Penalty: 4262.884277
	Iteration 50Q: 3 clusters Score -670263.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -670276.375000 Penalty: 4262.884277
	Iteration 51Q: 3 clusters Score -670276.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -670283.187500 Penalty: 4262.884277
	Iteration 52Q: 3 clusters Score -670283.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -670288.375000 Penalty: 4262.884277
	Iteration 53Q: 3 clusters Score -670288.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -670297.312500 Penalty: 4262.884277
	Iteration 54Q: 3 clusters Score -670297.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -670301.375000 Penalty: 4262.884277
	Iteration 55Q: 3 clusters Score -670301.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -670301.437500 Penalty: 4262.884277
	Iteration 56Q: 3 clusters Score -670301.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -670304.187500 Penalty: 4262.884277
	Iteration 57Q: 3 clusters Score -670304.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -670307.937500 Penalty: 4262.884277
	Iteration 58Q: 3 clusters Score -670307.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -670313.062500 Penalty: 4262.884277
	Iteration 59Q: 3 clusters Score -670313.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -670318.937500 Penalty: 4262.884277
	Iteration 60F: 3 clusters Score -670318.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -670321.750000 Penalty: 4262.884277
	Iteration 61Q: 3 clusters Score -670321.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -670325.937500 Penalty: 4262.884277
	Iteration 62Q: 3 clusters Score -670325.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -670333.125000 Penalty: 4262.884277
	Iteration 63Q: 3 clusters Score -670333.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -670340.000000 Penalty: 4262.884277
	Iteration 64Q: 3 clusters Score -670340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -670352.625000 Penalty: 4262.884277
	Iteration 65Q: 3 clusters Score -670352.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -670360.437500 Penalty: 4262.884277
	Iteration 66Q: 3 clusters Score -670360.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -670366.375000 Penalty: 4262.884277
	Iteration 67Q: 3 clusters Score -670366.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -670371.125000 Penalty: 4262.884277
	Iteration 68Q: 3 clusters Score -670371.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -670376.500000 Penalty: 4262.884277
	Iteration 69Q: 3 clusters Score -670376.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -670381.000000 Penalty: 4262.884277
	Iteration 70Q: 3 clusters Score -670381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -670382.375000 Penalty: 4262.884277
	Iteration 71Q: 3 clusters Score -670382.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -670386.000000 Penalty: 4262.884277
	Iteration 72Q: 3 clusters Score -670386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -670388.687500 Penalty: 4262.884277
	Iteration 73Q: 3 clusters Score -670388.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -670391.000000 Penalty: 4262.884277
	Iteration 74Q: 3 clusters Score -670391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -670393.187500 Penalty: 4262.884277
	Iteration 75Q: 3 clusters Score -670393.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -670395.312500 Penalty: 4262.884277
	Iteration 76Q: 3 clusters Score -670395.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -670398.250000 Penalty: 4262.884277
	Iteration 77Q: 3 clusters Score -670398.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -670400.625000 Penalty: 4262.884277
	Iteration 78Q: 3 clusters Score -670400.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -670403.187500 Penalty: 4262.884277
	Iteration 79Q: 3 clusters Score -670403.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -670406.812500 Penalty: 4262.884277
	Iteration 80F: 3 clusters Score -670406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -670407.062500 Penalty: 4262.884277
	Iteration 81Q: 3 clusters Score -670407.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -670407.875000 Penalty: 4262.884277
	Iteration 82Q: 3 clusters Score -670407.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -670408.375000 Penalty: 4262.884277
	Iteration 83Q: 3 clusters Score -670408.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -670408.375000 Penalty: 4262.884277
	Iteration 84F: 3 clusters Score -670408.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -66750.015625 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -66750.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -65150.507812 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -65150.51 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -65600.625000 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -65600.62 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65805.632812 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -65805.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65926.984375 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -65926.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -66031.109375 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -66031.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -66205.671875 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -66205.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -66293.460938 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -66293.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -66330.445312 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -66330.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -66360.460938 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -66360.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -66384.539062 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -66384.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -66425.585938 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -66425.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66477.484375 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -66477.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66561.515625 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -66561.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66769.351562 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -66769.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66800.007812 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -66800.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66843.656250 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -66843.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -66906.117188 Penalty: 3205.662598
	Iteration 16Q: 3 clusters Score -66906.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -66981.031250 Penalty: 3205.662598
	Iteration 17Q: 3 clusters Score -66981.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -66992.179688 Penalty: 3205.662598
	Iteration 18Q: 3 clusters Score -66992.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -67006.054688 Penalty: 3205.662598
	Iteration 19Q: 3 clusters Score -67006.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67022.546875 Penalty: 3205.662598
	Iteration 20F: 3 clusters Score -67022.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -67077.492188 Penalty: 3205.662598
	Iteration 21Q: 3 clusters Score -67077.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67194.000000 Penalty: 3205.662598
	Iteration 22Q: 3 clusters Score -67194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -67368.226562 Penalty: 3205.662598
	Iteration 23Q: 3 clusters Score -67368.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67676.734375 Penalty: 3205.662598
	Iteration 24Q: 3 clusters Score -67676.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67799.343750 Penalty: 3205.662598
	Iteration 25Q: 3 clusters Score -67799.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -67834.687500 Penalty: 3205.662598
	Iteration 26Q: 3 clusters Score -67834.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67840.562500 Penalty: 3205.662598
	Iteration 27Q: 3 clusters Score -67840.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67851.718750 Penalty: 3205.662598
	Iteration 28Q: 3 clusters Score -67851.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67868.242188 Penalty: 3205.662598
	Iteration 29Q: 3 clusters Score -67868.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67874.070312 Penalty: 3205.662598
	Iteration 30Q: 3 clusters Score -67874.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67875.851562 Penalty: 3205.662598
	Iteration 31Q: 3 clusters Score -67875.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67875.851562 Penalty: 3205.662598
	Iteration 32F: 3 clusters Score -67875.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64718 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46597 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 351 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176107 members 
Mstep: Class 13 contains 176855 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226151 members 
Mstep: Class 16 contains 7380 members 
Mstep: Class 17 contains 32942 members 
Mstep: Class 18 contains 51280 members 
Mstep: Class 19 contains 162035 members 
Mstep: Class 20 contains 290 members 
Entering Unmasked Estep 
Score: -119294520.000000 Penalty: 68348.125000
Splitting cluster 10 changes total score from -119295328.000000 to -119294520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -55980.210938 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -55980.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -54581.636719 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -54581.64 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -55423.324219 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -55423.32 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -55849.558594 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -55849.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -56101.351562 Penalty: 3177.812500
	Iteration 3F: 3 clusters Score -56101.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -56252.578125 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -56252.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -56311.769531 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -56311.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -56318.660156 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -56318.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -56333.484375 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -56333.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -56334.652344 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -56334.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -56334.652344 Penalty: 3177.812500
	Iteration 9F: 3 clusters Score -56334.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64718 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46597 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 208 members 
Mstep: Class 12 contains 176107 members 
Mstep: Class 13 contains 176855 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226151 members 
Mstep: Class 16 contains 7380 members 
Mstep: Class 17 contains 32942 members 
Mstep: Class 18 contains 51280 members 
Mstep: Class 19 contains 162035 members 
Mstep: Class 20 contains 398 members 
Entering Unmasked Estep 
Score: -119293720.000000 Penalty: 68348.125000
Splitting cluster 11 changes total score from -119295328.000000 to -119293720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (176107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176107 members 
Entering Unmasked Estep 
Score: -22122550.000000 Penalty: 2995.553955
	Iteration 0F: 2 clusters Score -2.212255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87851 members 
Mstep: Class 2 contains 88256 members 
Entering Unmasked Estep 
Score: -22005126.000000 Penalty: 5991.107910
	Iteration 0F: 3 clusters Score -2.200513e+07 nChanged 84981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 90239 members 
Entering Unmasked Estep 
Score: -22055862.000000 Penalty: 5991.107910
	Iteration 1F: 3 clusters Score -2.205586e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84385 members 
Mstep: Class 2 contains 91722 members 
Entering Unmasked Estep 
Score: -22057668.000000 Penalty: 5991.107910
	Iteration 2Q: 3 clusters Score -2.205767e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 94035 members 
Entering Unmasked Estep 
Score: -22060820.000000 Penalty: 5991.107910
	Iteration 3Q: 3 clusters Score -2.206082e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78588 members 
Mstep: Class 2 contains 97519 members 
Entering Unmasked Estep 
Score: -22065234.000000 Penalty: 5991.107910
	Iteration 4Q: 3 clusters Score -2.206523e+07 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73813 members 
Mstep: Class 2 contains 102294 members 
Entering Unmasked Estep 
Score: -22071408.000000 Penalty: 5991.107910
	Iteration 5F: 3 clusters Score -2.207141e+07 nChanged 11409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67890 members 
Mstep: Class 2 contains 108217 members 
Entering Unmasked Estep 
Score: -22079178.000000 Penalty: 5991.107910
	Iteration 6F: 3 clusters Score -2.207918e+07 nChanged 11602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61656 members 
Mstep: Class 2 contains 114451 members 
Entering Unmasked Estep 
Score: -22087370.000000 Penalty: 5991.107910
	Iteration 7F: 3 clusters Score -2.208737e+07 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 119526 members 
Entering Unmasked Estep 
Score: -22094640.000000 Penalty: 5991.107910
	Iteration 8F: 3 clusters Score -2.209464e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 123396 members 
Entering Unmasked Estep 
Score: -22099382.000000 Penalty: 5991.107910
	Iteration 9Q: 3 clusters Score -2.209938e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 126604 members 
Entering Unmasked Estep 
Score: -22101858.000000 Penalty: 5991.107910
	Iteration 10Q: 3 clusters Score -2.210186e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 129692 members 
Entering Unmasked Estep 
Score: -22103468.000000 Penalty: 5991.107910
	Iteration 11Q: 3 clusters Score -2.210347e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 132753 members 
Entering Unmasked Estep 
Score: -22104746.000000 Penalty: 5991.107910
	Iteration 12Q: 3 clusters Score -2.210475e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 135875 members 
Entering Unmasked Estep 
Score: -22106000.000000 Penalty: 5991.107910
	Iteration 13Q: 3 clusters Score -2.2106e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 139091 members 
Entering Unmasked Estep 
Score: -22107056.000000 Penalty: 5991.107910
	Iteration 14Q: 3 clusters Score -2.210706e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 142324 members 
Entering Unmasked Estep 
Score: -22108530.000000 Penalty: 5991.107910
	Iteration 15Q: 3 clusters Score -2.210853e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 145510 members 
Entering Unmasked Estep 
Score: -22110008.000000 Penalty: 5991.107910
	Iteration 16Q: 3 clusters Score -2.211001e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 148654 members 
Entering Unmasked Estep 
Score: -22111392.000000 Penalty: 5991.107910
	Iteration 17Q: 3 clusters Score -2.211139e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 151658 members 
Entering Unmasked Estep 
Score: -22112856.000000 Penalty: 5991.107910
	Iteration 18Q: 3 clusters Score -2.211286e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 154464 members 
Entering Unmasked Estep 
Score: -22114020.000000 Penalty: 5991.107910
	Iteration 19Q: 3 clusters Score -2.211402e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 156983 members 
Entering Unmasked Estep 
Score: -22114894.000000 Penalty: 5991.107910
	Iteration 20F: 3 clusters Score -2.211489e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 159297 members 
Entering Unmasked Estep 
Score: -22115804.000000 Penalty: 5991.107910
	Iteration 21Q: 3 clusters Score -2.21158e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 161453 members 
Entering Unmasked Estep 
Score: -22116694.000000 Penalty: 5991.107910
	Iteration 22Q: 3 clusters Score -2.211669e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 163412 members 
Entering Unmasked Estep 
Score: -22117572.000000 Penalty: 5991.107910
	Iteration 23Q: 3 clusters Score -2.211757e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 165104 members 
Entering Unmasked Estep 
Score: -22118306.000000 Penalty: 5991.107910
	Iteration 24Q: 3 clusters Score -2.211831e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 166506 members 
Entering Unmasked Estep 
Score: -22118800.000000 Penalty: 5991.107910
	Iteration 25Q: 3 clusters Score -2.21188e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 167644 members 
Entering Unmasked Estep 
Score: -22119218.000000 Penalty: 5991.107910
	Iteration 26Q: 3 clusters Score -2.211922e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 168619 members 
Entering Unmasked Estep 
Score: -22119570.000000 Penalty: 5991.107910
	Iteration 27Q: 3 clusters Score -2.211957e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 169421 members 
Entering Unmasked Estep 
Score: -22119820.000000 Penalty: 5991.107910
	Iteration 28Q: 3 clusters Score -2.211982e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 170069 members 
Entering Unmasked Estep 
Score: -22119922.000000 Penalty: 5991.107910
	Iteration 29Q: 3 clusters Score -2.211992e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 170556 members 
Entering Unmasked Estep 
Score: -22120088.000000 Penalty: 5991.107910
	Iteration 30Q: 3 clusters Score -2.212009e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 170989 members 
Entering Unmasked Estep 
Score: -22120234.000000 Penalty: 5991.107910
	Iteration 31Q: 3 clusters Score -2.212023e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 171324 members 
Entering Unmasked Estep 
Score: -22120322.000000 Penalty: 5991.107910
	Iteration 32Q: 3 clusters Score -2.212032e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 171615 members 
Entering Unmasked Estep 
Score: -22120470.000000 Penalty: 5991.107910
	Iteration 33Q: 3 clusters Score -2.212047e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 171879 members 
Entering Unmasked Estep 
Score: -22120580.000000 Penalty: 5991.107910
	Iteration 34Q: 3 clusters Score -2.212058e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 172077 members 
Entering Unmasked Estep 
Score: -22120664.000000 Penalty: 5991.107910
	Iteration 35Q: 3 clusters Score -2.212066e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 172234 members 
Entering Unmasked Estep 
Score: -22120662.000000 Penalty: 5991.107910
	Iteration 36Q: 3 clusters Score -2.212066e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 172351 members 
Entering Unmasked Estep 
Score: -22120680.000000 Penalty: 5991.107910
	Iteration 37Q: 3 clusters Score -2.212068e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 172461 members 
Entering Unmasked Estep 
Score: -22120650.000000 Penalty: 5991.107910
	Iteration 38Q: 3 clusters Score -2.212065e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 172548 members 
Entering Unmasked Estep 
Score: -22120666.000000 Penalty: 5991.107910
	Iteration 39Q: 3 clusters Score -2.212067e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 172607 members 
Entering Unmasked Estep 
Score: -22120692.000000 Penalty: 5991.107910
	Iteration 40F: 3 clusters Score -2.212069e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 172663 members 
Entering Unmasked Estep 
Score: -22120692.000000 Penalty: 5991.107910
	Iteration 41Q: 3 clusters Score -2.212069e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 172702 members 
Entering Unmasked Estep 
Score: -22120718.000000 Penalty: 5991.107910
	Iteration 42Q: 3 clusters Score -2.212072e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 172732 members 
Entering Unmasked Estep 
Score: -22120700.000000 Penalty: 5991.107910
	Iteration 43Q: 3 clusters Score -2.21207e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 172756 members 
Entering Unmasked Estep 
Score: -22120722.000000 Penalty: 5991.107910
	Iteration 44Q: 3 clusters Score -2.212072e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 172775 members 
Entering Unmasked Estep 
Score: -22120726.000000 Penalty: 5991.107910
	Iteration 45Q: 3 clusters Score -2.212073e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 172790 members 
Entering Unmasked Estep 
Score: -22120738.000000 Penalty: 5991.107910
	Iteration 46Q: 3 clusters Score -2.212074e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 172798 members 
Entering Unmasked Estep 
Score: -22120752.000000 Penalty: 5991.107910
	Iteration 47Q: 3 clusters Score -2.212075e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 172816 members 
Entering Unmasked Estep 
Score: -22120722.000000 Penalty: 5991.107910
	Iteration 48Q: 3 clusters Score -2.212072e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 172834 members 
Entering Unmasked Estep 
Score: -22120702.000000 Penalty: 5991.107910
	Iteration 49Q: 3 clusters Score -2.21207e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 172848 members 
Entering Unmasked Estep 
Score: -22120714.000000 Penalty: 5991.107910
	Iteration 50Q: 3 clusters Score -2.212071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 172856 members 
Entering Unmasked Estep 
Score: -22120734.000000 Penalty: 5991.107910
	Iteration 51Q: 3 clusters Score -2.212073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 172861 members 
Entering Unmasked Estep 
Score: -22120738.000000 Penalty: 5991.107910
	Iteration 52Q: 3 clusters Score -2.212074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 172864 members 
Entering Unmasked Estep 
Score: -22120734.000000 Penalty: 5991.107910
	Iteration 53Q: 3 clusters Score -2.212073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 172864 members 
Entering Unmasked Estep 
Score: -22120740.000000 Penalty: 5991.107910
	Iteration 54Q: 3 clusters Score -2.212074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 172863 members 
Entering Unmasked Estep 
Score: -22120730.000000 Penalty: 5991.107910
	Iteration 55Q: 3 clusters Score -2.212073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 172863 members 
Entering Unmasked Estep 
Score: -22120730.000000 Penalty: 5991.107910
	Iteration 56F: 3 clusters Score -2.212073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (176855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176855 members 
Entering Unmasked Estep 
Score: -22296016.000000 Penalty: 2996.604980
	Iteration 0F: 2 clusters Score -2.229602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88347 members 
Mstep: Class 2 contains 88508 members 
Entering Unmasked Estep 
Score: -22179046.000000 Penalty: 5993.209961
	Iteration 0F: 3 clusters Score -2.217905e+07 nChanged 85058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87625 members 
Mstep: Class 2 contains 89230 members 
Entering Unmasked Estep 
Score: -22229040.000000 Penalty: 5993.209961
	Iteration 1F: 3 clusters Score -2.222904e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86569 members 
Mstep: Class 2 contains 90286 members 
Entering Unmasked Estep 
Score: -22230304.000000 Penalty: 5993.209961
	Iteration 2Q: 3 clusters Score -2.22303e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84873 members 
Mstep: Class 2 contains 91982 members 
Entering Unmasked Estep 
Score: -22232352.000000 Penalty: 5993.209961
	Iteration 3Q: 3 clusters Score -2.223235e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82180 members 
Mstep: Class 2 contains 94675 members 
Entering Unmasked Estep 
Score: -22235332.000000 Penalty: 5993.209961
	Iteration 4Q: 3 clusters Score -2.223533e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78223 members 
Mstep: Class 2 contains 98632 members 
Entering Unmasked Estep 
Score: -22240272.000000 Penalty: 5993.209961
	Iteration 5F: 3 clusters Score -2.224027e+07 nChanged 11255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72754 members 
Mstep: Class 2 contains 104101 members 
Entering Unmasked Estep 
Score: -22247808.000000 Penalty: 5993.209961
	Iteration 6F: 3 clusters Score -2.224781e+07 nChanged 12869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66453 members 
Mstep: Class 2 contains 110402 members 
Entering Unmasked Estep 
Score: -22258274.000000 Penalty: 5993.209961
	Iteration 7F: 3 clusters Score -2.225827e+07 nChanged 12356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60863 members 
Mstep: Class 2 contains 115992 members 
Entering Unmasked Estep 
Score: -22267754.000000 Penalty: 5993.209961
	Iteration 8F: 3 clusters Score -2.226775e+07 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 120056 members 
Entering Unmasked Estep 
Score: -22273080.000000 Penalty: 5993.209961
	Iteration 9F: 3 clusters Score -2.227308e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 123375 members 
Entering Unmasked Estep 
Score: -22275388.000000 Penalty: 5993.209961
	Iteration 10Q: 3 clusters Score -2.227539e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 126408 members 
Entering Unmasked Estep 
Score: -22276566.000000 Penalty: 5993.209961
	Iteration 11Q: 3 clusters Score -2.227657e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 129304 members 
Entering Unmasked Estep 
Score: -22277488.000000 Penalty: 5993.209961
	Iteration 12Q: 3 clusters Score -2.227749e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 132255 members 
Entering Unmasked Estep 
Score: -22278490.000000 Penalty: 5993.209961
	Iteration 13Q: 3 clusters Score -2.227849e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 135187 members 
Entering Unmasked Estep 
Score: -22279566.000000 Penalty: 5993.209961
	Iteration 14Q: 3 clusters Score -2.227957e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 138076 members 
Entering Unmasked Estep 
Score: -22280612.000000 Penalty: 5993.209961
	Iteration 15Q: 3 clusters Score -2.228061e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 140978 members 
Entering Unmasked Estep 
Score: -22281582.000000 Penalty: 5993.209961
	Iteration 16Q: 3 clusters Score -2.228158e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 143773 members 
Entering Unmasked Estep 
Score: -22282632.000000 Penalty: 5993.209961
	Iteration 17Q: 3 clusters Score -2.228263e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 146492 members 
Entering Unmasked Estep 
Score: -22283622.000000 Penalty: 5993.209961
	Iteration 18Q: 3 clusters Score -2.228362e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 149191 members 
Entering Unmasked Estep 
Score: -22284762.000000 Penalty: 5993.209961
	Iteration 19Q: 3 clusters Score -2.228476e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 151754 members 
Entering Unmasked Estep 
Score: -22285866.000000 Penalty: 5993.209961
	Iteration 20F: 3 clusters Score -2.228587e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 154329 members 
Entering Unmasked Estep 
Score: -22286954.000000 Penalty: 5993.209961
	Iteration 21Q: 3 clusters Score -2.228695e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 156788 members 
Entering Unmasked Estep 
Score: -22288076.000000 Penalty: 5993.209961
	Iteration 22Q: 3 clusters Score -2.228808e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 159068 members 
Entering Unmasked Estep 
Score: -22288936.000000 Penalty: 5993.209961
	Iteration 23Q: 3 clusters Score -2.228894e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 161207 members 
Entering Unmasked Estep 
Score: -22289474.000000 Penalty: 5993.209961
	Iteration 24Q: 3 clusters Score -2.228947e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 163149 members 
Entering Unmasked Estep 
Score: -22290314.000000 Penalty: 5993.209961
	Iteration 25Q: 3 clusters Score -2.229031e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 164875 members 
Entering Unmasked Estep 
Score: -22290936.000000 Penalty: 5993.209961
	Iteration 26Q: 3 clusters Score -2.229094e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 166521 members 
Entering Unmasked Estep 
Score: -22291464.000000 Penalty: 5993.209961
	Iteration 27Q: 3 clusters Score -2.229146e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 168010 members 
Entering Unmasked Estep 
Score: -22291988.000000 Penalty: 5993.209961
	Iteration 28Q: 3 clusters Score -2.229199e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 169272 members 
Entering Unmasked Estep 
Score: -22292456.000000 Penalty: 5993.209961
	Iteration 29Q: 3 clusters Score -2.229246e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 170404 members 
Entering Unmasked Estep 
Score: -22292842.000000 Penalty: 5993.209961
	Iteration 30Q: 3 clusters Score -2.229284e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 171326 members 
Entering Unmasked Estep 
Score: -22293152.000000 Penalty: 5993.209961
	Iteration 31Q: 3 clusters Score -2.229315e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 172056 members 
Entering Unmasked Estep 
Score: -22293364.000000 Penalty: 5993.209961
	Iteration 32Q: 3 clusters Score -2.229336e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 172684 members 
Entering Unmasked Estep 
Score: -22293540.000000 Penalty: 5993.209961
	Iteration 33Q: 3 clusters Score -2.229354e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 173183 members 
Entering Unmasked Estep 
Score: -22293672.000000 Penalty: 5993.209961
	Iteration 34Q: 3 clusters Score -2.229367e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 173585 members 
Entering Unmasked Estep 
Score: -22293806.000000 Penalty: 5993.209961
	Iteration 35Q: 3 clusters Score -2.229381e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 173932 members 
Entering Unmasked Estep 
Score: -22293888.000000 Penalty: 5993.209961
	Iteration 36Q: 3 clusters Score -2.229389e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 174220 members 
Entering Unmasked Estep 
Score: -22293988.000000 Penalty: 5993.209961
	Iteration 37Q: 3 clusters Score -2.229399e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 174443 members 
Entering Unmasked Estep 
Score: -22294014.000000 Penalty: 5993.209961
	Iteration 38Q: 3 clusters Score -2.229401e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 174636 members 
Entering Unmasked Estep 
Score: -22294010.000000 Penalty: 5993.209961
	Iteration 39Q: 3 clusters Score -2.229401e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 174776 members 
Entering Unmasked Estep 
Score: -22294006.000000 Penalty: 5993.209961
	Iteration 40F: 3 clusters Score -2.229401e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 174898 members 
Entering Unmasked Estep 
Score: -22294010.000000 Penalty: 5993.209961
	Iteration 41Q: 3 clusters Score -2.229401e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 174999 members 
Entering Unmasked Estep 
Score: -22294032.000000 Penalty: 5993.209961
	Iteration 42Q: 3 clusters Score -2.229403e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 175082 members 
Entering Unmasked Estep 
Score: -22294050.000000 Penalty: 5993.209961
	Iteration 43Q: 3 clusters Score -2.229405e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 175167 members 
Entering Unmasked Estep 
Score: -22294066.000000 Penalty: 5993.209961
	Iteration 44Q: 3 clusters Score -2.229407e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 175237 members 
Entering Unmasked Estep 
Score: -22294046.000000 Penalty: 5993.209961
	Iteration 45Q: 3 clusters Score -2.229405e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 175292 members 
Entering Unmasked Estep 
Score: -22294064.000000 Penalty: 5993.209961
	Iteration 46Q: 3 clusters Score -2.229406e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 175336 members 
Entering Unmasked Estep 
Score: -22294082.000000 Penalty: 5993.209961
	Iteration 47Q: 3 clusters Score -2.229408e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 175374 members 
Entering Unmasked Estep 
Score: -22294080.000000 Penalty: 5993.209961
	Iteration 48Q: 3 clusters Score -2.229408e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 175408 members 
Entering Unmasked Estep 
Score: -22294092.000000 Penalty: 5993.209961
	Iteration 49Q: 3 clusters Score -2.229409e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 175430 members 
Entering Unmasked Estep 
Score: -22294090.000000 Penalty: 5993.209961
	Iteration 50Q: 3 clusters Score -2.229409e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 175454 members 
Entering Unmasked Estep 
Score: -22294108.000000 Penalty: 5993.209961
	Iteration 51Q: 3 clusters Score -2.229411e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 175473 members 
Entering Unmasked Estep 
Score: -22294122.000000 Penalty: 5993.209961
	Iteration 52Q: 3 clusters Score -2.229412e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 175491 members 
Entering Unmasked Estep 
Score: -22294120.000000 Penalty: 5993.209961
	Iteration 53Q: 3 clusters Score -2.229412e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 175506 members 
Entering Unmasked Estep 
Score: -22294118.000000 Penalty: 5993.209961
	Iteration 54Q: 3 clusters Score -2.229412e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 175521 members 
Entering Unmasked Estep 
Score: -22294122.000000 Penalty: 5993.209961
	Iteration 55Q: 3 clusters Score -2.229412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 175531 members 
Entering Unmasked Estep 
Score: -22294110.000000 Penalty: 5993.209961
	Iteration 56Q: 3 clusters Score -2.229411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 175536 members 
Entering Unmasked Estep 
Score: -22294122.000000 Penalty: 5993.209961
	Iteration 57Q: 3 clusters Score -2.229412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 175540 members 
Entering Unmasked Estep 
Score: -22294136.000000 Penalty: 5993.209961
	Iteration 58Q: 3 clusters Score -2.229414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 175540 members 
Entering Unmasked Estep 
Score: -22294136.000000 Penalty: 5993.209961
	Iteration 59F: 3 clusters Score -2.229414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -76319.570312 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -76319.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -74723.078125 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -74723.08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -75905.625000 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -75905.62 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76851.945312 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -76851.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -77255.093750 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -77255.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -77626.820312 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -77626.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -77701.679688 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -77701.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -77725.453125 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -77725.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -77744.804688 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -77744.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -77771.875000 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -77771.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -77838.023438 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -77838.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -78005.593750 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -78005.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -78160.601562 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -78160.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -78160.601562 Penalty: 3329.023193
	Iteration 12F: 3 clusters Score -78160.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64718 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46597 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176107 members 
Mstep: Class 13 contains 176855 members 
Mstep: Class 14 contains 242 members 
Mstep: Class 15 contains 226151 members 
Mstep: Class 16 contains 7380 members 
Mstep: Class 17 contains 32942 members 
Mstep: Class 18 contains 51280 members 
Mstep: Class 19 contains 162035 members 
Mstep: Class 20 contains 580 members 
Entering Unmasked Estep 
Score: -119295272.000000 Penalty: 68348.125000
Splitting cluster 14 changes total score from -119295328.000000 to -119295272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (226151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226151 members 
Entering Unmasked Estep 
Score: -28403600.000000 Penalty: 3057.581787
	Iteration 0F: 2 clusters Score -2.84036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113314 members 
Mstep: Class 2 contains 112837 members 
Entering Unmasked Estep 
Score: -28256362.000000 Penalty: 6115.163574
	Iteration 0F: 3 clusters Score -2.825636e+07 nChanged 109210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117744 members 
Mstep: Class 2 contains 108407 members 
Entering Unmasked Estep 
Score: -28320106.000000 Penalty: 6115.163574
	Iteration 1F: 3 clusters Score -2.832011e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120849 members 
Mstep: Class 2 contains 105302 members 
Entering Unmasked Estep 
Score: -28321100.000000 Penalty: 6115.163574
	Iteration 2Q: 3 clusters Score -2.83211e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125790 members 
Mstep: Class 2 contains 100361 members 
Entering Unmasked Estep 
Score: -28322672.000000 Penalty: 6115.163574
	Iteration 3Q: 3 clusters Score -2.832267e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133411 members 
Mstep: Class 2 contains 92740 members 
Entering Unmasked Estep 
Score: -28325704.000000 Penalty: 6115.163574
	Iteration 4Q: 3 clusters Score -2.83257e+07 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144846 members 
Mstep: Class 2 contains 81305 members 
Entering Unmasked Estep 
Score: -28331532.000000 Penalty: 6115.163574
	Iteration 5F: 3 clusters Score -2.833153e+07 nChanged 16502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161270 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -28342666.000000 Penalty: 6115.163574
	Iteration 6F: 3 clusters Score -2.834267e+07 nChanged 21280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182542 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -28360794.000000 Penalty: 6115.163574
	Iteration 7F: 3 clusters Score -2.836079e+07 nChanged 21749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204291 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -28381036.000000 Penalty: 6115.163574
	Iteration 8F: 3 clusters Score -2.838104e+07 nChanged 14560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218851 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -28394432.000000 Penalty: 6115.163574
	Iteration 9F: 3 clusters Score -2.839443e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224369 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -28399208.000000 Penalty: 6115.163574
	Iteration 10Q: 3 clusters Score -2.839921e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225647 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -28400412.000000 Penalty: 6115.163574
	Iteration 11Q: 3 clusters Score -2.840041e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225885 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -28400684.000000 Penalty: 6115.163574
	Iteration 12Q: 3 clusters Score -2.840068e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225947 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28400780.000000 Penalty: 6115.163574
	Iteration 13Q: 3 clusters Score -2.840078e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225965 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28400816.000000 Penalty: 6115.163574
	Iteration 14Q: 3 clusters Score -2.840082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225974 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28400844.000000 Penalty: 6115.163574
	Iteration 15Q: 3 clusters Score -2.840084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225978 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28400850.000000 Penalty: 6115.163574
	Iteration 16Q: 3 clusters Score -2.840085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225976 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28400862.000000 Penalty: 6115.163574
	Iteration 17Q: 3 clusters Score -2.840086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225976 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28400870.000000 Penalty: 6115.163574
	Iteration 18Q: 3 clusters Score -2.840087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225977 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28400862.000000 Penalty: 6115.163574
	Iteration 19Q: 3 clusters Score -2.840086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225978 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -28400870.000000 Penalty: 6115.163574
	Iteration 20F: 3 clusters Score -2.840087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225976 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28400868.000000 Penalty: 6115.163574
	Iteration 21Q: 3 clusters Score -2.840087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225976 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28400868.000000 Penalty: 6115.163574
	Iteration 22F: 3 clusters Score -2.840087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Entering Unmasked Estep 
Score: -888774.437500 Penalty: 2208.819092
	Iteration 0F: 2 clusters Score -888774.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -882810.312500 Penalty: 4417.638184
	Iteration 0F: 3 clusters Score -882810.3 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -884645.812500 Penalty: 4417.638184
	Iteration 1F: 3 clusters Score -884645.8 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -885283.500000 Penalty: 4417.638184
	Iteration 2F: 3 clusters Score -885283.5 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -885841.250000 Penalty: 4417.638184
	Iteration 3F: 3 clusters Score -885841.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -886346.687500 Penalty: 4417.638184
	Iteration 4F: 3 clusters Score -886346.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -886715.625000 Penalty: 4417.638184
	Iteration 5F: 3 clusters Score -886715.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -886973.375000 Penalty: 4417.638184
	Iteration 6Q: 3 clusters Score -886973.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -887170.562500 Penalty: 4417.638184
	Iteration 7Q: 3 clusters Score -887170.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -887299.437500 Penalty: 4417.638184
	Iteration 8Q: 3 clusters Score -887299.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -887380.312500 Penalty: 4417.638184
	Iteration 9Q: 3 clusters Score -887380.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -887436.937500 Penalty: 4417.638184
	Iteration 10Q: 3 clusters Score -887436.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -887483.625000 Penalty: 4417.638184
	Iteration 11Q: 3 clusters Score -887483.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -887513.187500 Penalty: 4417.638184
	Iteration 12Q: 3 clusters Score -887513.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -887549.250000 Penalty: 4417.638184
	Iteration 13Q: 3 clusters Score -887549.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -887571.500000 Penalty: 4417.638184
	Iteration 14Q: 3 clusters Score -887571.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -887596.625000 Penalty: 4417.638184
	Iteration 15Q: 3 clusters Score -887596.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -887612.812500 Penalty: 4417.638184
	Iteration 16Q: 3 clusters Score -887612.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -887624.312500 Penalty: 4417.638184
	Iteration 17Q: 3 clusters Score -887624.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -887642.125000 Penalty: 4417.638184
	Iteration 18Q: 3 clusters Score -887642.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -887648.937500 Penalty: 4417.638184
	Iteration 19Q: 3 clusters Score -887648.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -887656.500000 Penalty: 4417.638184
	Iteration 20F: 3 clusters Score -887656.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -887663.687500 Penalty: 4417.638184
	Iteration 21Q: 3 clusters Score -887663.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -887670.437500 Penalty: 4417.638184
	Iteration 22Q: 3 clusters Score -887670.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -887672.000000 Penalty: 4417.638184
	Iteration 23Q: 3 clusters Score -887672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -887675.687500 Penalty: 4417.638184
	Iteration 24Q: 3 clusters Score -887675.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -887679.375000 Penalty: 4417.638184
	Iteration 25Q: 3 clusters Score -887679.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -887682.000000 Penalty: 4417.638184
	Iteration 26Q: 3 clusters Score -887682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -887682.375000 Penalty: 4417.638184
	Iteration 27Q: 3 clusters Score -887682.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -887684.000000 Penalty: 4417.638184
	Iteration 28Q: 3 clusters Score -887684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -887684.937500 Penalty: 4417.638184
	Iteration 29Q: 3 clusters Score -887684.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -887684.937500 Penalty: 4417.638184
	Iteration 30F: 3 clusters Score -887684.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Entering Unmasked Estep 
Score: -4197443.000000 Penalty: 2579.821045
	Iteration 0F: 2 clusters Score -4197443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -4174964.250000 Penalty: 5159.642090
	Iteration 0F: 3 clusters Score -4174964 nChanged 14884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -4182990.250000 Penalty: 5159.642090
	Iteration 1F: 3 clusters Score -4182990 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -4183434.250000 Penalty: 5159.642090
	Iteration 2Q: 3 clusters Score -4183434 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -4183830.250000 Penalty: 5159.642090
	Iteration 3Q: 3 clusters Score -4183830 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -4184263.750000 Penalty: 5159.642090
	Iteration 4Q: 3 clusters Score -4184264 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -4184776.750000 Penalty: 5159.642090
	Iteration 5Q: 3 clusters Score -4184777 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -4185498.500000 Penalty: 5159.642090
	Iteration 6Q: 3 clusters Score -4185498 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -4186552.500000 Penalty: 5159.642090
	Iteration 7F: 3 clusters Score -4186552 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -4188029.000000 Penalty: 5159.642090
	Iteration 8F: 3 clusters Score -4188029 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -4189918.750000 Penalty: 5159.642090
	Iteration 9F: 3 clusters Score -4189919 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -4191792.750000 Penalty: 5159.642090
	Iteration 10F: 3 clusters Score -4191793 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -4193287.500000 Penalty: 5159.642090
	Iteration 11Q: 3 clusters Score -4193288 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4194164.750000 Penalty: 5159.642090
	Iteration 12Q: 3 clusters Score -4194165 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4194657.000000 Penalty: 5159.642090
	Iteration 13Q: 3 clusters Score -4194657 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4194958.500000 Penalty: 5159.642090
	Iteration 14Q: 3 clusters Score -4194958 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4195132.500000 Penalty: 5159.642090
	Iteration 15Q: 3 clusters Score -4195132 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4195259.000000 Penalty: 5159.642090
	Iteration 16Q: 3 clusters Score -4195259 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4195323.000000 Penalty: 5159.642090
	Iteration 17Q: 3 clusters Score -4195323 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4195397.000000 Penalty: 5159.642090
	Iteration 18Q: 3 clusters Score -4195397 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4195430.500000 Penalty: 5159.642090
	Iteration 19Q: 3 clusters Score -4195430 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4195465.500000 Penalty: 5159.642090
	Iteration 20F: 3 clusters Score -4195466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4195487.000000 Penalty: 5159.642090
	Iteration 21Q: 3 clusters Score -4195487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4195499.000000 Penalty: 5159.642090
	Iteration 22Q: 3 clusters Score -4195499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4195518.500000 Penalty: 5159.642090
	Iteration 23Q: 3 clusters Score -4195518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4195531.000000 Penalty: 5159.642090
	Iteration 24Q: 3 clusters Score -4195531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4195539.000000 Penalty: 5159.642090
	Iteration 25Q: 3 clusters Score -4195539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4195541.000000 Penalty: 5159.642090
	Iteration 26Q: 3 clusters Score -4195541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4195539.500000 Penalty: 5159.642090
	Iteration 27Q: 3 clusters Score -4195540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4195533.000000 Penalty: 5159.642090
	Iteration 28Q: 3 clusters Score -4195533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4195538.000000 Penalty: 5159.642090
	Iteration 29Q: 3 clusters Score -4195538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4195538.000000 Penalty: 5159.642090
	Iteration 30F: 3 clusters Score -4195538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Entering Unmasked Estep 
Score: -6528010.000000 Penalty: 2689.573975
	Iteration 0F: 2 clusters Score -6528010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -6493446.000000 Penalty: 5379.147949
	Iteration 0F: 3 clusters Score -6493446 nChanged 23767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -6506424.000000 Penalty: 5379.147949
	Iteration 1F: 3 clusters Score -6506424 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -6506818.500000 Penalty: 5379.147949
	Iteration 2Q: 3 clusters Score -6506818 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -6507284.000000 Penalty: 5379.147949
	Iteration 3Q: 3 clusters Score -6507284 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -6507728.000000 Penalty: 5379.147949
	Iteration 4Q: 3 clusters Score -6507728 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -6508300.500000 Penalty: 5379.147949
	Iteration 5Q: 3 clusters Score -6508300 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -6508947.500000 Penalty: 5379.147949
	Iteration 6Q: 3 clusters Score -6508948 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -6509857.500000 Penalty: 5379.147949
	Iteration 7Q: 3 clusters Score -6509858 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -6511020.500000 Penalty: 5379.147949
	Iteration 8Q: 3 clusters Score -6511020 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -6512719.500000 Penalty: 5379.147949
	Iteration 9F: 3 clusters Score -6512720 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -6515039.500000 Penalty: 5379.147949
	Iteration 10F: 3 clusters Score -6515040 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -6517421.000000 Penalty: 5379.147949
	Iteration 11F: 3 clusters Score -6517421 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -6519252.000000 Penalty: 5379.147949
	Iteration 12F: 3 clusters Score -6519252 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -6520120.500000 Penalty: 5379.147949
	Iteration 13Q: 3 clusters Score -6520120 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -6520557.500000 Penalty: 5379.147949
	Iteration 14Q: 3 clusters Score -6520558 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -6520821.500000 Penalty: 5379.147949
	Iteration 15Q: 3 clusters Score -6520822 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -6521144.000000 Penalty: 5379.147949
	Iteration 16Q: 3 clusters Score -6521144 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -6521424.500000 Penalty: 5379.147949
	Iteration 17Q: 3 clusters Score -6521424 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -6521684.000000 Penalty: 5379.147949
	Iteration 18Q: 3 clusters Score -6521684 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6521968 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6522191 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6522406 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6522626 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6522812 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6522948 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6523084 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -6523195.500000 Penalty: 5379.147949
	Iteration 26Q: 3 clusters Score -6523196 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6523305 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6523424 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6523528 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6523632 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6523776 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6523866 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6523972 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6524045 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6524126 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6524196 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6524289 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6524346 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6524410 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6524480 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6524544 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6524605 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6524692 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6524720 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6524781 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6524834 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6524915 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6524960 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6525001 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -6525055.500000 Penalty: 5379.147949
	Iteration 50Q: 3 clusters Score -6525056 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6525086 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6525101 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6525130 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6525190 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6525242 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6525296 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6525326 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6525340 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6525377 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -6525390.500000 Penalty: 5379.147949
	Iteration 60F: 3 clusters Score -6525390 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6525424 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6525435 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6525458 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6525456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6525478 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6525498 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6525504 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6525520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6525517 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6525535 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6525552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6525546 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6525565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -6525561.500000 Penalty: 5379.147949
	Iteration 74Q: 3 clusters Score -6525562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6525576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6525576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 49383 members 
Entering Unmasked Estep 
Score: -6525581.500000 Penalty: 5379.147949
	Iteration 77Q: 3 clusters Score -6525582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6525590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6525598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6525603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6525606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6525621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6525630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6525632 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -6525633.500000 Penalty: 5379.147949
	Iteration 85Q: 3 clusters Score -6525634 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6525644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -6525638.500000 Penalty: 5379.147949
	Iteration 87Q: 3 clusters Score -6525638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6525646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6525644 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -6525639.000000 Penalty: 5379.147949
	Iteration 90Q: 3 clusters Score -6525639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6525644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6525648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6525661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6525671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6525670 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6525665 nChanged 16
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Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6525658 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6525662 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6525658 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6525666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6525660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6525664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -6525673.000000 Penalty: 5379.147949
	Iteration 103Q: 3 clusters Score -6525673 nChanged 9
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Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6525676 nChanged 13
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Mstep: Class 1 contains 1544 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6525678 nChanged 11
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Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6525677 nChanged 6
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Mstep: Class 1 contains 1529 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6525676 nChanged 7
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Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6525678 nChanged 6
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Mstep: Class 1 contains 1516 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6525684 nChanged 6
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Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6525688 nChanged 9
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Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 49779 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6525686 nChanged 8
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Entering Unmasked Estep 
Score: -6525686.500000 Penalty: 5379.147949
	Iteration 112Q: 3 clusters Score -6525686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -6525690.500000 Penalty: 5379.147949
	Iteration 113Q: 3 clusters Score -6525690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -6525706.500000 Penalty: 5379.147949
	Iteration 114Q: 3 clusters Score -6525706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -6525702.000000 Penalty: 5379.147949
	Iteration 115Q: 3 clusters Score -6525702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -6525704.000000 Penalty: 5379.147949
	Iteration 116Q: 3 clusters Score -6525704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
Score: -6525702.500000 Penalty: 5379.147949
	Iteration 117Q: 3 clusters Score -6525702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -6525702.500000 Penalty: 5379.147949
	Iteration 118Q: 3 clusters Score -6525702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -6525705.500000 Penalty: 5379.147949
	Iteration 119Q: 3 clusters Score -6525706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -6525699.000000 Penalty: 5379.147949
	Iteration 120F: 3 clusters Score -6525699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -6525707.000000 Penalty: 5379.147949
	Iteration 121Q: 3 clusters Score -6525707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -6525698.500000 Penalty: 5379.147949
	Iteration 122Q: 3 clusters Score -6525698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -6525696.000000 Penalty: 5379.147949
	Iteration 123Q: 3 clusters Score -6525696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -6525705.500000 Penalty: 5379.147949
	Iteration 124Q: 3 clusters Score -6525706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -6525707.000000 Penalty: 5379.147949
	Iteration 125Q: 3 clusters Score -6525707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -6525704.000000 Penalty: 5379.147949
	Iteration 126Q: 3 clusters Score -6525704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -6525703.500000 Penalty: 5379.147949
	Iteration 127Q: 3 clusters Score -6525704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -6525707.500000 Penalty: 5379.147949
	Iteration 128Q: 3 clusters Score -6525708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -6525710.000000 Penalty: 5379.147949
	Iteration 129Q: 3 clusters Score -6525710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -6525704.500000 Penalty: 5379.147949
	Iteration 130Q: 3 clusters Score -6525704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -6525710.000000 Penalty: 5379.147949
	Iteration 131Q: 3 clusters Score -6525710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -6525711.000000 Penalty: 5379.147949
	Iteration 132Q: 3 clusters Score -6525711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -6525703.000000 Penalty: 5379.147949
	Iteration 133Q: 3 clusters Score -6525703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -6525703.000000 Penalty: 5379.147949
	Iteration 134F: 3 clusters Score -6525703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (162035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162035 members 
Entering Unmasked Estep 
Score: -20496418.000000 Penalty: 2974.900635
	Iteration 0F: 2 clusters Score -2.049642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81316 members 
Mstep: Class 2 contains 80719 members 
Entering Unmasked Estep 
Score: -20388338.000000 Penalty: 5949.801270
	Iteration 0F: 3 clusters Score -2.038834e+07 nChanged 77412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87964 members 
Mstep: Class 2 contains 74071 members 
Entering Unmasked Estep 
Score: -20433950.000000 Penalty: 5949.801270
	Iteration 1F: 3 clusters Score -2.043395e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92187 members 
Mstep: Class 2 contains 69848 members 
Entering Unmasked Estep 
Score: -20435668.000000 Penalty: 5949.801270
	Iteration 2Q: 3 clusters Score -2.043567e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98448 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -20438400.000000 Penalty: 5949.801270
	Iteration 3Q: 3 clusters Score -2.04384e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107326 members 
Mstep: Class 2 contains 54709 members 
Entering Unmasked Estep 
Score: -20443274.000000 Penalty: 5949.801270
	Iteration 4F: 3 clusters Score -2.044327e+07 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119428 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -20452266.000000 Penalty: 5949.801270
	Iteration 5F: 3 clusters Score -2.045227e+07 nChanged 14590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133986 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -20465648.000000 Penalty: 5949.801270
	Iteration 6F: 3 clusters Score -2.046565e+07 nChanged 13734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147716 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -20479772.000000 Penalty: 5949.801270
	Iteration 7F: 3 clusters Score -2.047977e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156541 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -20488818.000000 Penalty: 5949.801270
	Iteration 8F: 3 clusters Score -2.048882e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160339 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -20492530.000000 Penalty: 5949.801270
	Iteration 9Q: 3 clusters Score -2.049253e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161423 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -20493538.000000 Penalty: 5949.801270
	Iteration 10Q: 3 clusters Score -2.049354e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161696 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -20493906.000000 Penalty: 5949.801270
	Iteration 11Q: 3 clusters Score -2.049391e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161764 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20494064.000000 Penalty: 5949.801270
	Iteration 12Q: 3 clusters Score -2.049406e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161775 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20494120.000000 Penalty: 5949.801270
	Iteration 13Q: 3 clusters Score -2.049412e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161781 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20494180.000000 Penalty: 5949.801270
	Iteration 14Q: 3 clusters Score -2.049418e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161789 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -20494214.000000 Penalty: 5949.801270
	Iteration 15Q: 3 clusters Score -2.049421e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161791 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -20494226.000000 Penalty: 5949.801270
	Iteration 16Q: 3 clusters Score -2.049423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161792 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20494230.000000 Penalty: 5949.801270
	Iteration 17Q: 3 clusters Score -2.049423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161792 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20494284.000000 Penalty: 5949.801270
	Iteration 18F: 3 clusters Score -2.049428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161778 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -20494276.000000 Penalty: 5949.801270
	Iteration 19Q: 3 clusters Score -2.049428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161773 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -20494316.000000 Penalty: 5949.801270
	Iteration 20F: 3 clusters Score -2.049432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161777 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -20494312.000000 Penalty: 5949.801270
	Iteration 21Q: 3 clusters Score -2.049431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161774 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -20494328.000000 Penalty: 5949.801270
	Iteration 22Q: 3 clusters Score -2.049433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161772 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -20494346.000000 Penalty: 5949.801270
	Iteration 23Q: 3 clusters Score -2.049435e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161769 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20494382.000000 Penalty: 5949.801270
	Iteration 24Q: 3 clusters Score -2.049438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161768 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -20494426.000000 Penalty: 5949.801270
	Iteration 25Q: 3 clusters Score -2.049443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161768 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -20494428.000000 Penalty: 5949.801270
	Iteration 26Q: 3 clusters Score -2.049443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161769 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20494428.000000 Penalty: 5949.801270
	Iteration 27Q: 3 clusters Score -2.049443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161770 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20494438.000000 Penalty: 5949.801270
	Iteration 28Q: 3 clusters Score -2.049444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161769 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20494444.000000 Penalty: 5949.801270
	Iteration 29Q: 3 clusters Score -2.049444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161768 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -20494438.000000 Penalty: 5949.801270
	Iteration 30Q: 3 clusters Score -2.049444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161769 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20494434.000000 Penalty: 5949.801270
	Iteration 31Q: 3 clusters Score -2.049443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161769 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -20494434.000000 Penalty: 5949.801270
	Iteration 32F: 3 clusters Score -2.049443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64718 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46597 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176107 members 
Mstep: Class 13 contains 176855 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226151 members 
Mstep: Class 16 contains 7380 members 
Mstep: Class 17 contains 32942 members 
Mstep: Class 18 contains 51280 members 
Mstep: Class 19 contains 162035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295288.000000 Penalty: 64930.714844
Iteration 199Q: 20 clusters Score -1.192953e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64711 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46595 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176102 members 
Mstep: Class 13 contains 176854 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226166 members 
Mstep: Class 16 contains 7380 members 
Mstep: Class 17 contains 32943 members 
Mstep: Class 18 contains 51279 members 
Mstep: Class 19 contains 162035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295304.000000 Penalty: 64930.714844
Iteration 200F: 20 clusters Score -1.192953e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64706 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46597 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176086 members 
Mstep: Class 13 contains 176856 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226184 members 
Mstep: Class 16 contains 7380 members 
Mstep: Class 17 contains 32944 members 
Mstep: Class 18 contains 51274 members 
Mstep: Class 19 contains 162038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295336.000000 Penalty: 64930.714844
Iteration 201Q: 20 clusters Score -1.192953e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64706 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46595 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176068 members 
Mstep: Class 13 contains 176858 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226202 members 
Mstep: Class 16 contains 7380 members 
Mstep: Class 17 contains 32944 members 
Mstep: Class 18 contains 51274 members 
Mstep: Class 19 contains 162038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295320.000000 Penalty: 64930.714844
Iteration 202Q: 20 clusters Score -1.192953e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64704 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46596 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176035 members 
Mstep: Class 13 contains 176863 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226226 members 
Mstep: Class 16 contains 7380 members 
Mstep: Class 17 contains 32946 members 
Mstep: Class 18 contains 51276 members 
Mstep: Class 19 contains 162039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295360.000000 Penalty: 64930.714844
Iteration 203Q: 20 clusters Score -1.192954e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64704 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46597 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 176015 members 
Mstep: Class 13 contains 176859 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226244 members 
Mstep: Class 16 contains 7380 members 
Mstep: Class 17 contains 32947 members 
Mstep: Class 18 contains 51275 members 
Mstep: Class 19 contains 162044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295288.000000 Penalty: 64930.714844
Iteration 204Q: 20 clusters Score -1.192953e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64704 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46600 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175984 members 
Mstep: Class 13 contains 176865 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226263 members 
Mstep: Class 16 contains 7380 members 
Mstep: Class 17 contains 32947 members 
Mstep: Class 18 contains 51278 members 
Mstep: Class 19 contains 162044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295248.000000 Penalty: 64930.714844
Iteration 205Q: 20 clusters Score -1.192952e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64702 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46604 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175953 members 
Mstep: Class 13 contains 176872 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226283 members 
Mstep: Class 16 contains 7379 members 
Mstep: Class 17 contains 32949 members 
Mstep: Class 18 contains 51280 members 
Mstep: Class 19 contains 162044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295216.000000 Penalty: 64930.714844
Iteration 206Q: 20 clusters Score -1.192952e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64703 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46603 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175938 members 
Mstep: Class 13 contains 176869 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226300 members 
Mstep: Class 16 contains 7378 members 
Mstep: Class 17 contains 32950 members 
Mstep: Class 18 contains 51283 members 
Mstep: Class 19 contains 162042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295224.000000 Penalty: 64930.714844
Iteration 207Q: 20 clusters Score -1.192952e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64706 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46606 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175919 members 
Mstep: Class 13 contains 176863 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226321 members 
Mstep: Class 16 contains 7377 members 
Mstep: Class 17 contains 32947 members 
Mstep: Class 18 contains 51286 members 
Mstep: Class 19 contains 162040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295160.000000 Penalty: 64930.714844
Iteration 208Q: 20 clusters Score -1.192952e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64707 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46604 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175893 members 
Mstep: Class 13 contains 176866 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226337 members 
Mstep: Class 16 contains 7377 members 
Mstep: Class 17 contains 32950 members 
Mstep: Class 18 contains 51291 members 
Mstep: Class 19 contains 162040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295176.000000 Penalty: 64930.714844
Iteration 209Q: 20 clusters Score -1.192952e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64703 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46605 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175867 members 
Mstep: Class 13 contains 176864 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226357 members 
Mstep: Class 16 contains 7377 members 
Mstep: Class 17 contains 32950 members 
Mstep: Class 18 contains 51294 members 
Mstep: Class 19 contains 162048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295184.000000 Penalty: 64930.714844
Iteration 210Q: 20 clusters Score -1.192952e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 64699 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46609 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175855 members 
Mstep: Class 13 contains 176860 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226370 members 
Mstep: Class 16 contains 7377 members 
Mstep: Class 17 contains 32950 members 
Mstep: Class 18 contains 51294 members 
Mstep: Class 19 contains 162051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295176.000000 Penalty: 64930.714844
Iteration 211Q: 20 clusters Score -1.192952e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 64697 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46608 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175840 members 
Mstep: Class 13 contains 176860 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226381 members 
Mstep: Class 16 contains 7377 members 
Mstep: Class 17 contains 32949 members 
Mstep: Class 18 contains 51295 members 
Mstep: Class 19 contains 162059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295192.000000 Penalty: 64930.714844
Iteration 212Q: 20 clusters Score -1.192952e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64692 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46609 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175835 members 
Mstep: Class 13 contains 176854 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226397 members 
Mstep: Class 16 contains 7376 members 
Mstep: Class 17 contains 32947 members 
Mstep: Class 18 contains 51295 members 
Mstep: Class 19 contains 162063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295216.000000 Penalty: 64930.714844
Iteration 213Q: 20 clusters Score -1.192952e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 64689 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46608 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175819 members 
Mstep: Class 13 contains 176853 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226412 members 
Mstep: Class 16 contains 7375 members 
Mstep: Class 17 contains 32947 members 
Mstep: Class 18 contains 51296 members 
Mstep: Class 19 contains 162068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295312.000000 Penalty: 64930.714844
Iteration 214Q: 20 clusters Score -1.192953e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 64688 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46608 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175799 members 
Mstep: Class 13 contains 176849 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226435 members 
Mstep: Class 16 contains 7374 members 
Mstep: Class 17 contains 32949 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295304.000000 Penalty: 64930.714844
Iteration 215Q: 20 clusters Score -1.192953e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 64687 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46607 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175781 members 
Mstep: Class 13 contains 176857 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226449 members 
Mstep: Class 16 contains 7372 members 
Mstep: Class 17 contains 32948 members 
Mstep: Class 18 contains 51296 members 
Mstep: Class 19 contains 162070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295296.000000 Penalty: 64930.714844
Iteration 216Q: 20 clusters Score -1.192953e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 64685 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46606 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175769 members 
Mstep: Class 13 contains 176861 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226459 members 
Mstep: Class 16 contains 7371 members 
Mstep: Class 17 contains 32949 members 
Mstep: Class 18 contains 51299 members 
Mstep: Class 19 contains 162068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295280.000000 Penalty: 64930.714844
Iteration 217Q: 20 clusters Score -1.192953e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 64684 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46603 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175765 members 
Mstep: Class 13 contains 176867 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226470 members 
Mstep: Class 16 contains 7369 members 
Mstep: Class 17 contains 32951 members 
Mstep: Class 18 contains 51298 members 
Mstep: Class 19 contains 162060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295344.000000 Penalty: 64930.714844
Iteration 218Q: 20 clusters Score -1.192953e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 64686 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46603 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175753 members 
Mstep: Class 13 contains 176871 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226475 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32954 members 
Mstep: Class 18 contains 51299 members 
Mstep: Class 19 contains 162058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295272.000000 Penalty: 64930.714844
Iteration 219Q: 20 clusters Score -1.192953e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64682 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46604 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175741 members 
Mstep: Class 13 contains 176872 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226487 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32953 members 
Mstep: Class 18 contains 51300 members 
Mstep: Class 19 contains 162061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295288.000000 Penalty: 64930.714844
Iteration 220F: 20 clusters Score -1.192953e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64678 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46604 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175726 members 
Mstep: Class 13 contains 176872 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226505 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32954 members 
Mstep: Class 18 contains 51299 members 
Mstep: Class 19 contains 162062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295256.000000 Penalty: 64930.714844
Iteration 221Q: 20 clusters Score -1.192953e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 64672 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46604 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175708 members 
Mstep: Class 13 contains 176871 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226531 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32954 members 
Mstep: Class 18 contains 51301 members 
Mstep: Class 19 contains 162059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295216.000000 Penalty: 64930.714844
Iteration 222Q: 20 clusters Score -1.192952e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 64671 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46605 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175699 members 
Mstep: Class 13 contains 176869 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226541 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32956 members 
Mstep: Class 18 contains 51303 members 
Mstep: Class 19 contains 162057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295232.000000 Penalty: 64930.714844
Iteration 223Q: 20 clusters Score -1.192952e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 64667 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46606 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175689 members 
Mstep: Class 13 contains 176869 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226560 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32957 members 
Mstep: Class 18 contains 51304 members 
Mstep: Class 19 contains 162051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295144.000000 Penalty: 64930.714844
Iteration 224Q: 20 clusters Score -1.192951e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 64665 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46607 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175663 members 
Mstep: Class 13 contains 176868 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226577 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32958 members 
Mstep: Class 18 contains 51303 members 
Mstep: Class 19 contains 162062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295184.000000 Penalty: 64930.714844
Iteration 225Q: 20 clusters Score -1.192952e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 64665 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46607 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175644 members 
Mstep: Class 13 contains 176870 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226595 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32959 members 
Mstep: Class 18 contains 51301 members 
Mstep: Class 19 contains 162062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295208.000000 Penalty: 64930.714844
Iteration 226Q: 20 clusters Score -1.192952e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 64662 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46608 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175628 members 
Mstep: Class 13 contains 176870 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226607 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32961 members 
Mstep: Class 18 contains 51302 members 
Mstep: Class 19 contains 162065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295152.000000 Penalty: 64930.714844
Iteration 227Q: 20 clusters Score -1.192952e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 64661 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46607 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175620 members 
Mstep: Class 13 contains 176872 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226609 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32960 members 
Mstep: Class 18 contains 51302 members 
Mstep: Class 19 contains 162072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295176.000000 Penalty: 64930.714844
Iteration 228Q: 20 clusters Score -1.192952e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 64654 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46606 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175609 members 
Mstep: Class 13 contains 176871 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226623 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32961 members 
Mstep: Class 18 contains 51304 members 
Mstep: Class 19 contains 162075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295224.000000 Penalty: 64930.714844
Iteration 229Q: 20 clusters Score -1.192952e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 64651 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46607 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175597 members 
Mstep: Class 13 contains 176876 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226625 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32964 members 
Mstep: Class 18 contains 51304 members 
Mstep: Class 19 contains 162079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295184.000000 Penalty: 64930.714844
Iteration 230Q: 20 clusters Score -1.192952e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 64648 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46607 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175590 members 
Mstep: Class 13 contains 176884 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226623 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32967 members 
Mstep: Class 18 contains 51301 members 
Mstep: Class 19 contains 162084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295288.000000 Penalty: 64930.714844
Iteration 231Q: 20 clusters Score -1.192953e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 64646 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46610 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175582 members 
Mstep: Class 13 contains 176882 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226628 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32969 members 
Mstep: Class 18 contains 51301 members 
Mstep: Class 19 contains 162086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295128.000000 Penalty: 64930.714844
Iteration 232Q: 20 clusters Score -1.192951e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 64641 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46612 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175571 members 
Mstep: Class 13 contains 176876 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226640 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32971 members 
Mstep: Class 18 contains 51303 members 
Mstep: Class 19 contains 162090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294976.000000 Penalty: 64930.714844
Iteration 233Q: 20 clusters Score -1.19295e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 64639 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46614 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175557 members 
Mstep: Class 13 contains 176875 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226643 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32975 members 
Mstep: Class 18 contains 51303 members 
Mstep: Class 19 contains 162098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294968.000000 Penalty: 64930.714844
Iteration 234Q: 20 clusters Score -1.19295e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 64637 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46613 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175553 members 
Mstep: Class 13 contains 176869 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226653 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32977 members 
Mstep: Class 18 contains 51299 members 
Mstep: Class 19 contains 162103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294992.000000 Penalty: 64930.714844
Iteration 235Q: 20 clusters Score -1.19295e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 64636 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46613 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175551 members 
Mstep: Class 13 contains 176869 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226659 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32976 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162103 members 
Entering Unmasked Estep 
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Score: -119295056.000000 Penalty: 64930.714844
Iteration 236Q: 20 clusters Score -1.192951e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 64633 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46613 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175540 members 
Mstep: Class 13 contains 176870 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226666 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32979 members 
Mstep: Class 18 contains 51298 members 
Mstep: Class 19 contains 162105 members 
Entering Unmasked Estep 
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Score: -119295056.000000 Penalty: 64930.714844
Iteration 237Q: 20 clusters Score -1.192951e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 64634 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46612 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175532 members 
Mstep: Class 13 contains 176878 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226660 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32982 members 
Mstep: Class 18 contains 51299 members 
Mstep: Class 19 contains 162107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294912.000000 Penalty: 64930.714844
Iteration 238Q: 20 clusters Score -1.192949e+08 nChanged 57
Entering ConstructFrom: 
Score: -119294912.000000 Penalty: 64930.714844
Entering ConstructFrom: 
Trying to split cluster 1 (6951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Entering Unmasked Estep 
Score: -812410.125000 Penalty: 2193.966797
	Iteration 0F: 2 clusters Score -812410.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -806627.187500 Penalty: 4387.933594
	Iteration 0F: 3 clusters Score -806627.2 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -808344.687500 Penalty: 4387.933594
	Iteration 1F: 3 clusters Score -808344.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -808731.062500 Penalty: 4387.933594
	Iteration 2F: 3 clusters Score -808731.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -809005.062500 Penalty: 4387.933594
	Iteration 3F: 3 clusters Score -809005.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -809232.750000 Penalty: 4387.933594
	Iteration 4F: 3 clusters Score -809232.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -809427.875000 Penalty: 4387.933594
	Iteration 5Q: 3 clusters Score -809427.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -809584.437500 Penalty: 4387.933594
	Iteration 6Q: 3 clusters Score -809584.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -809720.000000 Penalty: 4387.933594
	Iteration 7Q: 3 clusters Score -809720 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -809825.562500 Penalty: 4387.933594
	Iteration 8Q: 3 clusters Score -809825.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -809911.500000 Penalty: 4387.933594
	Iteration 9Q: 3 clusters Score -809911.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -809993.625000 Penalty: 4387.933594
	Iteration 10Q: 3 clusters Score -809993.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -810072.625000 Penalty: 4387.933594
	Iteration 11Q: 3 clusters Score -810072.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -810157.875000 Penalty: 4387.933594
	Iteration 12Q: 3 clusters Score -810157.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -810252.125000 Penalty: 4387.933594
	Iteration 13Q: 3 clusters Score -810252.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -810354.062500 Penalty: 4387.933594
	Iteration 14Q: 3 clusters Score -810354.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -810475.312500 Penalty: 4387.933594
	Iteration 15Q: 3 clusters Score -810475.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -810575.562500 Penalty: 4387.933594
	Iteration 16Q: 3 clusters Score -810575.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -810660.000000 Penalty: 4387.933594
	Iteration 17Q: 3 clusters Score -810660 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -810728.375000 Penalty: 4387.933594
	Iteration 18Q: 3 clusters Score -810728.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -810786.000000 Penalty: 4387.933594
	Iteration 19Q: 3 clusters Score -810786 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -810848.437500 Penalty: 4387.933594
	Iteration 20F: 3 clusters Score -810848.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -810903.687500 Penalty: 4387.933594
	Iteration 21Q: 3 clusters Score -810903.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -810937.562500 Penalty: 4387.933594
	Iteration 22Q: 3 clusters Score -810937.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -810967.875000 Penalty: 4387.933594
	Iteration 23Q: 3 clusters Score -810967.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -810995.687500 Penalty: 4387.933594
	Iteration 24Q: 3 clusters Score -810995.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -811017.250000 Penalty: 4387.933594
	Iteration 25Q: 3 clusters Score -811017.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -811040.437500 Penalty: 4387.933594
	Iteration 26Q: 3 clusters Score -811040.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -811060.750000 Penalty: 4387.933594
	Iteration 27Q: 3 clusters Score -811060.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -811083.125000 Penalty: 4387.933594
	Iteration 28Q: 3 clusters Score -811083.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -811099.687500 Penalty: 4387.933594
	Iteration 29Q: 3 clusters Score -811099.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -811109.750000 Penalty: 4387.933594
	Iteration 30Q: 3 clusters Score -811109.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -811117.062500 Penalty: 4387.933594
	Iteration 31Q: 3 clusters Score -811117.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -811121.562500 Penalty: 4387.933594
	Iteration 32Q: 3 clusters Score -811121.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -811122.562500 Penalty: 4387.933594
	Iteration 33Q: 3 clusters Score -811122.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -811126.875000 Penalty: 4387.933594
	Iteration 34Q: 3 clusters Score -811126.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -811127.812500 Penalty: 4387.933594
	Iteration 35Q: 3 clusters Score -811127.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -811128.250000 Penalty: 4387.933594
	Iteration 36Q: 3 clusters Score -811128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -811129.250000 Penalty: 4387.933594
	Iteration 37Q: 3 clusters Score -811129.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -811129.000000 Penalty: 4387.933594
	Iteration 38Q: 3 clusters Score -811129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -811127.875000 Penalty: 4387.933594
	Iteration 39Q: 3 clusters Score -811127.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -811131.000000 Penalty: 4387.933594
	Iteration 40F: 3 clusters Score -811131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -811133.000000 Penalty: 4387.933594
	Iteration 41Q: 3 clusters Score -811133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -811137.000000 Penalty: 4387.933594
	Iteration 42Q: 3 clusters Score -811137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -811139.687500 Penalty: 4387.933594
	Iteration 43Q: 3 clusters Score -811139.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -811141.312500 Penalty: 4387.933594
	Iteration 44Q: 3 clusters Score -811141.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -811145.250000 Penalty: 4387.933594
	Iteration 45Q: 3 clusters Score -811145.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -811147.437500 Penalty: 4387.933594
	Iteration 46Q: 3 clusters Score -811147.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -811149.437500 Penalty: 4387.933594
	Iteration 47Q: 3 clusters Score -811149.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -811152.062500 Penalty: 4387.933594
	Iteration 48Q: 3 clusters Score -811152.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -811153.125000 Penalty: 4387.933594
	Iteration 49Q: 3 clusters Score -811153.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -811157.312500 Penalty: 4387.933594
	Iteration 50Q: 3 clusters Score -811157.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -811158.500000 Penalty: 4387.933594
	Iteration 51Q: 3 clusters Score -811158.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -811161.312500 Penalty: 4387.933594
	Iteration 52Q: 3 clusters Score -811161.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -811165.187500 Penalty: 4387.933594
	Iteration 53Q: 3 clusters Score -811165.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -811167.062500 Penalty: 4387.933594
	Iteration 54Q: 3 clusters Score -811167.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -811169.750000 Penalty: 4387.933594
	Iteration 55Q: 3 clusters Score -811169.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -811172.250000 Penalty: 4387.933594
	Iteration 56Q: 3 clusters Score -811172.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -811172.125000 Penalty: 4387.933594
	Iteration 57Q: 3 clusters Score -811172.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -811171.687500 Penalty: 4387.933594
	Iteration 58Q: 3 clusters Score -811171.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -811173.812500 Penalty: 4387.933594
	Iteration 59Q: 3 clusters Score -811173.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -811175.437500 Penalty: 4387.933594
	Iteration 60F: 3 clusters Score -811175.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -811175.500000 Penalty: 4387.933594
	Iteration 61Q: 3 clusters Score -811175.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -811176.750000 Penalty: 4387.933594
	Iteration 62Q: 3 clusters Score -811176.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -811177.375000 Penalty: 4387.933594
	Iteration 63Q: 3 clusters Score -811177.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -811180.687500 Penalty: 4387.933594
	Iteration 64Q: 3 clusters Score -811180.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -811186.062500 Penalty: 4387.933594
	Iteration 65Q: 3 clusters Score -811186.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -811191.937500 Penalty: 4387.933594
	Iteration 66Q: 3 clusters Score -811191.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -811192.687500 Penalty: 4387.933594
	Iteration 67Q: 3 clusters Score -811192.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -811194.937500 Penalty: 4387.933594
	Iteration 68Q: 3 clusters Score -811194.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -811198.812500 Penalty: 4387.933594
	Iteration 69Q: 3 clusters Score -811198.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -811200.000000 Penalty: 4387.933594
	Iteration 70Q: 3 clusters Score -811200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -811202.000000 Penalty: 4387.933594
	Iteration 71Q: 3 clusters Score -811202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -811203.437500 Penalty: 4387.933594
	Iteration 72Q: 3 clusters Score -811203.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -811206.750000 Penalty: 4387.933594
	Iteration 73Q: 3 clusters Score -811206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -811207.812500 Penalty: 4387.933594
	Iteration 74Q: 3 clusters Score -811207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -811208.062500 Penalty: 4387.933594
	Iteration 75Q: 3 clusters Score -811208.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -811208.437500 Penalty: 4387.933594
	Iteration 76Q: 3 clusters Score -811208.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -811212.000000 Penalty: 4387.933594
	Iteration 77Q: 3 clusters Score -811212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -811212.000000 Penalty: 4387.933594
	Iteration 78Q: 3 clusters Score -811212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -811211.937500 Penalty: 4387.933594
	Iteration 79Q: 3 clusters Score -811211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -811213.562500 Penalty: 4387.933594
	Iteration 80F: 3 clusters Score -811213.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (64631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Entering Unmasked Estep 
Score: -7938196.000000 Penalty: 2746.959473
	Iteration 0F: 2 clusters Score -7938196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -7894989.000000 Penalty: 5493.918945
	Iteration 0F: 3 clusters Score -7894989 nChanged 30015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -7911457.500000 Penalty: 5493.918945
	Iteration 1F: 3 clusters Score -7911458 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -7911944.500000 Penalty: 5493.918945
	Iteration 2Q: 3 clusters Score -7911944 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -7912352.000000 Penalty: 5493.918945
	Iteration 3Q: 3 clusters Score -7912352 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -7912776.500000 Penalty: 5493.918945
	Iteration 4Q: 3 clusters Score -7912776 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -7913335.000000 Penalty: 5493.918945
	Iteration 5Q: 3 clusters Score -7913335 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -7914200.500000 Penalty: 5493.918945
	Iteration 6Q: 3 clusters Score -7914200 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -7915561.500000 Penalty: 5493.918945
	Iteration 7Q: 3 clusters Score -7915562 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -7917859.000000 Penalty: 5493.918945
	Iteration 8F: 3 clusters Score -7917859 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 49779 members 
Entering Unmasked Estep 
Score: -7921518.500000 Penalty: 5493.918945
	Iteration 9F: 3 clusters Score -7921518 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -7926234.500000 Penalty: 5493.918945
	Iteration 10F: 3 clusters Score -7926234 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 59612 members 
Entering Unmasked Estep 
Score: -7930691.000000 Penalty: 5493.918945
	Iteration 11F: 3 clusters Score -7930691 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 62567 members 
Entering Unmasked Estep 
Score: -7933752.500000 Penalty: 5493.918945
	Iteration 12Q: 3 clusters Score -7933752 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 63936 members 
Entering Unmasked Estep 
Score: -7935153.000000 Penalty: 5493.918945
	Iteration 13Q: 3 clusters Score -7935153 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -7935632.500000 Penalty: 5493.918945
	Iteration 14Q: 3 clusters Score -7935632 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -7935801.000000 Penalty: 5493.918945
	Iteration 15Q: 3 clusters Score -7935801 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -7935850.500000 Penalty: 5493.918945
	Iteration 16Q: 3 clusters Score -7935850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 64469 members 
Entering Unmasked Estep 
Score: -7935881.000000 Penalty: 5493.918945
	Iteration 17Q: 3 clusters Score -7935881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -7935890.500000 Penalty: 5493.918945
	Iteration 18Q: 3 clusters Score -7935890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -7935892.000000 Penalty: 5493.918945
	Iteration 19Q: 3 clusters Score -7935892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 64474 members 
Entering Unmasked Estep 
Score: -7935892.500000 Penalty: 5493.918945
	Iteration 20F: 3 clusters Score -7935892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -7935893.500000 Penalty: 5493.918945
	Iteration 21Q: 3 clusters Score -7935894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -7935895.500000 Penalty: 5493.918945
	Iteration 22Q: 3 clusters Score -7935896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -7935895.500000 Penalty: 5493.918945
	Iteration 23F: 3 clusters Score -7935896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -60577.042969 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -60577.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59076.117188 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -59076.12 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59324.507812 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -59324.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59389.066406 Penalty: 3127.006592
	Iteration 2Q: 3 clusters Score -59389.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59436.664062 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -59436.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -59512.054688 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -59512.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -59581.175781 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -59581.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59669.359375 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -59669.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -59764.398438 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -59764.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -59844.058594 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -59844.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -59885.121094 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -59885.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -59902.417969 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -59902.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -59927.421875 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -59927.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -59932.605469 Penalty: 3127.006592
	Iteration 12Q: 3 clusters Score -59932.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59939.214844 Penalty: 3127.006592
	Iteration 13Q: 3 clusters Score -59939.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59939.214844 Penalty: 3127.006592
	Iteration 14F: 3 clusters Score -59939.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Entering Unmasked Estep 
Score: -5923804.500000 Penalty: 2665.888184
	Iteration 0F: 2 clusters Score -5923804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -5892231.500000 Penalty: 5331.776367
	Iteration 0F: 3 clusters Score -5892232 nChanged 21506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -5903962.500000 Penalty: 5331.776367
	Iteration 1F: 3 clusters Score -5903962 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -5904569.000000 Penalty: 5331.776367
	Iteration 2Q: 3 clusters Score -5904569 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -5905258.000000 Penalty: 5331.776367
	Iteration 3Q: 3 clusters Score -5905258 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -5906212.500000 Penalty: 5331.776367
	Iteration 4Q: 3 clusters Score -5906212 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -5907483.000000 Penalty: 5331.776367
	Iteration 5F: 3 clusters Score -5907483 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -5909221.500000 Penalty: 5331.776367
	Iteration 6F: 3 clusters Score -5909222 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -5911418.500000 Penalty: 5331.776367
	Iteration 7F: 3 clusters Score -5911418 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -5913866.000000 Penalty: 5331.776367
	Iteration 8F: 3 clusters Score -5913866 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -5916181.000000 Penalty: 5331.776367
	Iteration 9F: 3 clusters Score -5916181 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -5918022.500000 Penalty: 5331.776367
	Iteration 10Q: 3 clusters Score -5918022 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -5919288.500000 Penalty: 5331.776367
	Iteration 11Q: 3 clusters Score -5919288 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -5919926.500000 Penalty: 5331.776367
	Iteration 12Q: 3 clusters Score -5919926 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -5920352.000000 Penalty: 5331.776367
	Iteration 13Q: 3 clusters Score -5920352 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -5920580.500000 Penalty: 5331.776367
	Iteration 14Q: 3 clusters Score -5920580 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -5920796.000000 Penalty: 5331.776367
	Iteration 15Q: 3 clusters Score -5920796 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -5921017.500000 Penalty: 5331.776367
	Iteration 16Q: 3 clusters Score -5921018 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -5921189.000000 Penalty: 5331.776367
	Iteration 17Q: 3 clusters Score -5921189 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -5921354.000000 Penalty: 5331.776367
	Iteration 18Q: 3 clusters Score -5921354 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -5921480.000000 Penalty: 5331.776367
	Iteration 19Q: 3 clusters Score -5921480 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -5921571.000000 Penalty: 5331.776367
	Iteration 20F: 3 clusters Score -5921571 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -5921671.500000 Penalty: 5331.776367
	Iteration 21Q: 3 clusters Score -5921672 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -5921746.500000 Penalty: 5331.776367
	Iteration 22Q: 3 clusters Score -5921746 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -5921799.500000 Penalty: 5331.776367
	Iteration 23Q: 3 clusters Score -5921800 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -5921904.000000 Penalty: 5331.776367
	Iteration 24Q: 3 clusters Score -5921904 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -5921975.000000 Penalty: 5331.776367
	Iteration 25Q: 3 clusters Score -5921975 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -5921997.000000 Penalty: 5331.776367
	Iteration 26Q: 3 clusters Score -5921997 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -5922045.000000 Penalty: 5331.776367
	Iteration 27Q: 3 clusters Score -5922045 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -5922102.500000 Penalty: 5331.776367
	Iteration 28Q: 3 clusters Score -5922102 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -5922153.000000 Penalty: 5331.776367
	Iteration 29Q: 3 clusters Score -5922153 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -5922192.000000 Penalty: 5331.776367
	Iteration 30Q: 3 clusters Score -5922192 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -5922232.500000 Penalty: 5331.776367
	Iteration 31Q: 3 clusters Score -5922232 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -5922254.500000 Penalty: 5331.776367
	Iteration 32Q: 3 clusters Score -5922254 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -5922274.000000 Penalty: 5331.776367
	Iteration 33Q: 3 clusters Score -5922274 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -5922275.500000 Penalty: 5331.776367
	Iteration 34Q: 3 clusters Score -5922276 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -5922304.000000 Penalty: 5331.776367
	Iteration 35Q: 3 clusters Score -5922304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -5922313.500000 Penalty: 5331.776367
	Iteration 36Q: 3 clusters Score -5922314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -5922324.500000 Penalty: 5331.776367
	Iteration 37Q: 3 clusters Score -5922324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -5922324.500000 Penalty: 5331.776367
	Iteration 38Q: 3 clusters Score -5922324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -5922309.500000 Penalty: 5331.776367
	Iteration 39Q: 3 clusters Score -5922310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -5922324.500000 Penalty: 5331.776367
	Iteration 40F: 3 clusters Score -5922324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -5922329.500000 Penalty: 5331.776367
	Iteration 41Q: 3 clusters Score -5922330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -5922321.500000 Penalty: 5331.776367
	Iteration 42Q: 3 clusters Score -5922322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -5922326.500000 Penalty: 5331.776367
	Iteration 43Q: 3 clusters Score -5922326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -5922320.500000 Penalty: 5331.776367
	Iteration 44Q: 3 clusters Score -5922320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -5922327.500000 Penalty: 5331.776367
	Iteration 45Q: 3 clusters Score -5922328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -5922334.000000 Penalty: 5331.776367
	Iteration 46Q: 3 clusters Score -5922334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -5922336.500000 Penalty: 5331.776367
	Iteration 47Q: 3 clusters Score -5922336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -5922338.500000 Penalty: 5331.776367
	Iteration 48Q: 3 clusters Score -5922338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -5922345.500000 Penalty: 5331.776367
	Iteration 49Q: 3 clusters Score -5922346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -5922349.500000 Penalty: 5331.776367
	Iteration 50Q: 3 clusters Score -5922350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -5922358.000000 Penalty: 5331.776367
	Iteration 51Q: 3 clusters Score -5922358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -5922356.500000 Penalty: 5331.776367
	Iteration 52Q: 3 clusters Score -5922356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -5922353.500000 Penalty: 5331.776367
	Iteration 53Q: 3 clusters Score -5922354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -5922361.500000 Penalty: 5331.776367
	Iteration 54Q: 3 clusters Score -5922362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -5922362.000000 Penalty: 5331.776367
	Iteration 55Q: 3 clusters Score -5922362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -5922367.000000 Penalty: 5331.776367
	Iteration 56Q: 3 clusters Score -5922367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -5922362.000000 Penalty: 5331.776367
	Iteration 57Q: 3 clusters Score -5922362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -5922362.500000 Penalty: 5331.776367
	Iteration 58Q: 3 clusters Score -5922362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -5922361.500000 Penalty: 5331.776367
	Iteration 59Q: 3 clusters Score -5922362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -5922360.000000 Penalty: 5331.776367
	Iteration 60F: 3 clusters Score -5922360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -5922368.000000 Penalty: 5331.776367
	Iteration 61Q: 3 clusters Score -5922368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -5922364.500000 Penalty: 5331.776367
	Iteration 62Q: 3 clusters Score -5922364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -5922370.000000 Penalty: 5331.776367
	Iteration 63Q: 3 clusters Score -5922370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -5922369.500000 Penalty: 5331.776367
	Iteration 64Q: 3 clusters Score -5922370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -5922379.500000 Penalty: 5331.776367
	Iteration 65Q: 3 clusters Score -5922380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -5922371.000000 Penalty: 5331.776367
	Iteration 66Q: 3 clusters Score -5922371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -5922378.000000 Penalty: 5331.776367
	Iteration 67Q: 3 clusters Score -5922378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -5922378.000000 Penalty: 5331.776367
	Iteration 68F: 3 clusters Score -5922378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Entering Unmasked Estep 
Score: -359129.500000 Penalty: 1984.086548
	Iteration 0F: 2 clusters Score -359129.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -355838.312500 Penalty: 3968.173096
	Iteration 0F: 3 clusters Score -355838.3 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -356534.937500 Penalty: 3968.173096
	Iteration 1F: 3 clusters Score -356534.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -356692.812500 Penalty: 3968.173096
	Iteration 2F: 3 clusters Score -356692.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -356792.562500 Penalty: 3968.173096
	Iteration 3Q: 3 clusters Score -356792.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -356859.625000 Penalty: 3968.173096
	Iteration 4Q: 3 clusters Score -356859.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -356912.656250 Penalty: 3968.173096
	Iteration 5Q: 3 clusters Score -356912.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -356959.312500 Penalty: 3968.173096
	Iteration 6Q: 3 clusters Score -356959.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -356993.437500 Penalty: 3968.173096
	Iteration 7Q: 3 clusters Score -356993.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -357026.250000 Penalty: 3968.173096
	Iteration 8Q: 3 clusters Score -357026.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -357056.375000 Penalty: 3968.173096
	Iteration 9Q: 3 clusters Score -357056.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -357088.500000 Penalty: 3968.173096
	Iteration 10Q: 3 clusters Score -357088.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -357135.250000 Penalty: 3968.173096
	Iteration 11Q: 3 clusters Score -357135.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -357206.875000 Penalty: 3968.173096
	Iteration 12Q: 3 clusters Score -357206.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -357331.937500 Penalty: 3968.173096
	Iteration 13Q: 3 clusters Score -357331.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -357499.250000 Penalty: 3968.173096
	Iteration 14Q: 3 clusters Score -357499.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -357806.343750 Penalty: 3968.173096
	Iteration 15Q: 3 clusters Score -357806.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -358170.062500 Penalty: 3968.173096
	Iteration 16F: 3 clusters Score -358170.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -358620.781250 Penalty: 3968.173096
	Iteration 17F: 3 clusters Score -358620.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -359121.125000 Penalty: 3968.173096
	Iteration 18F: 3 clusters Score -359121.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -359626.312500 Penalty: 3968.173096
	Iteration 19Q: 3 clusters Score -359626.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -359865.218750 Penalty: 3968.173096
	Iteration 20F: 3 clusters Score -359865.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -359906.093750 Penalty: 3968.173096
	Iteration 21Q: 3 clusters Score -359906.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -359914.656250 Penalty: 3968.173096
	Iteration 22Q: 3 clusters Score -359914.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -359916.875000 Penalty: 3968.173096
	Iteration 23Q: 3 clusters Score -359916.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -359917.937500 Penalty: 3968.173096
	Iteration 24Q: 3 clusters Score -359917.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -359917.937500 Penalty: 3968.173096
	Iteration 25F: 3 clusters Score -359917.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 64631 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46609 members 
Mstep: Class 5 contains 1540 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175524 members 
Mstep: Class 13 contains 176887 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226659 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32987 members 
Mstep: Class 18 contains 51300 members 
Mstep: Class 19 contains 162107 members 
Mstep: Class 20 contains 1442 members 
Entering Unmasked Estep 
Score: -119294128.000000 Penalty: 68348.125000
Splitting cluster 5 changes total score from -119294912.000000 to -119294128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -250472.046875 Penalty: 1896.769165
	Iteration 0F: 2 clusters Score -250472 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 982 members 
Entering Unmasked Estep 
Score: -247808.093750 Penalty: 3793.538330
	Iteration 0F: 3 clusters Score -247808.1 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -248347.921875 Penalty: 3793.538330
	Iteration 1F: 3 clusters Score -248347.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -248582.140625 Penalty: 3793.538330
	Iteration 2F: 3 clusters Score -248582.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -248778.609375 Penalty: 3793.538330
	Iteration 3F: 3 clusters Score -248778.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -248956.625000 Penalty: 3793.538330
	Iteration 4F: 3 clusters Score -248956.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -249173.484375 Penalty: 3793.538330
	Iteration 5F: 3 clusters Score -249173.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -249445.921875 Penalty: 3793.538330
	Iteration 6F: 3 clusters Score -249445.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -249816.046875 Penalty: 3793.538330
	Iteration 7F: 3 clusters Score -249816 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -250312.734375 Penalty: 3793.538330
	Iteration 8F: 3 clusters Score -250312.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -250689.765625 Penalty: 3793.538330
	Iteration 9Q: 3 clusters Score -250689.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -250886.656250 Penalty: 3793.538330
	Iteration 10Q: 3 clusters Score -250886.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -250978.468750 Penalty: 3793.538330
	Iteration 11Q: 3 clusters Score -250978.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -251042.687500 Penalty: 3793.538330
	Iteration 12Q: 3 clusters Score -251042.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -251068.078125 Penalty: 3793.538330
	Iteration 13Q: 3 clusters Score -251068.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -251077.312500 Penalty: 3793.538330
	Iteration 14Q: 3 clusters Score -251077.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -251085.203125 Penalty: 3793.538330
	Iteration 15Q: 3 clusters Score -251085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -251088.515625 Penalty: 3793.538330
	Iteration 16Q: 3 clusters Score -251088.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -251090.609375 Penalty: 3793.538330
	Iteration 17Q: 3 clusters Score -251090.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -251091.406250 Penalty: 3793.538330
	Iteration 18Q: 3 clusters Score -251091.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -251091.406250 Penalty: 3793.538330
	Iteration 19F: 3 clusters Score -251091.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 64631 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46609 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175524 members 
Mstep: Class 13 contains 176887 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226659 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32987 members 
Mstep: Class 18 contains 51300 members 
Mstep: Class 19 contains 162107 members 
Mstep: Class 20 contains 974 members 
Entering Unmasked Estep 
Score: -119294064.000000 Penalty: 68348.125000
Splitting cluster 6 changes total score from -119294912.000000 to -119294064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -18691.931641 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -18691.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17633.498047 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -17633.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17705.970703 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -17705.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17740.714844 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -17740.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17745.996094 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -17746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17750.087891 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -17750.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17750.087891 Penalty: 2607.717773
	Iteration 5F: 3 clusters Score -17750.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -65249.777344 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -65249.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -63636.039062 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -63636.04 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -64140.914062 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -64140.91 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -64678.156250 Penalty: 3217.135742
	Iteration 2F: 3 clusters Score -64678.16 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -65148.476562 Penalty: 3217.135742
	Iteration 3F: 3 clusters Score -65148.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -65419.492188 Penalty: 3217.135742
	Iteration 4F: 3 clusters Score -65419.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -65533.187500 Penalty: 3217.135742
	Iteration 5Q: 3 clusters Score -65533.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -65626.851562 Penalty: 3217.135742
	Iteration 6Q: 3 clusters Score -65626.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -65685.257812 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -65685.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -65762.632812 Penalty: 3217.135742
	Iteration 8Q: 3 clusters Score -65762.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -65807.664062 Penalty: 3217.135742
	Iteration 9Q: 3 clusters Score -65807.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -65845.093750 Penalty: 3217.135742
	Iteration 10Q: 3 clusters Score -65845.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -65847.921875 Penalty: 3217.135742
	Iteration 11Q: 3 clusters Score -65847.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -65854.898438 Penalty: 3217.135742
	Iteration 12Q: 3 clusters Score -65854.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -65857.734375 Penalty: 3217.135742
	Iteration 13Q: 3 clusters Score -65857.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -65857.734375 Penalty: 3217.135742
	Iteration 14F: 3 clusters Score -65857.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 64631 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46609 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 125 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175524 members 
Mstep: Class 13 contains 176887 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226659 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32987 members 
Mstep: Class 18 contains 51300 members 
Mstep: Class 19 contains 162107 members 
Mstep: Class 20 contains 531 members 
Entering Unmasked Estep 
Score: -119293664.000000 Penalty: 68348.125000
Splitting cluster 8 changes total score from -119294912.000000 to -119293664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Entering Unmasked Estep 
Score: -672206.312500 Penalty: 2131.442139
	Iteration 0F: 2 clusters Score -672206.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -667472.625000 Penalty: 4262.884277
	Iteration 0F: 3 clusters Score -667472.6 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -668592.562500 Penalty: 4262.884277
	Iteration 1F: 3 clusters Score -668592.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -668799.187500 Penalty: 4262.884277
	Iteration 2F: 3 clusters Score -668799.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -668925.437500 Penalty: 4262.884277
	Iteration 3Q: 3 clusters Score -668925.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -669010.875000 Penalty: 4262.884277
	Iteration 4Q: 3 clusters Score -669010.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -669071.437500 Penalty: 4262.884277
	Iteration 5Q: 3 clusters Score -669071.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -669120.375000 Penalty: 4262.884277
	Iteration 6Q: 3 clusters Score -669120.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -669162.687500 Penalty: 4262.884277
	Iteration 7Q: 3 clusters Score -669162.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -669202.875000 Penalty: 4262.884277
	Iteration 8Q: 3 clusters Score -669202.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -669234.125000 Penalty: 4262.884277
	Iteration 9Q: 3 clusters Score -669234.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -669256.312500 Penalty: 4262.884277
	Iteration 10Q: 3 clusters Score -669256.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -669279.937500 Penalty: 4262.884277
	Iteration 11Q: 3 clusters Score -669279.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -669304.437500 Penalty: 4262.884277
	Iteration 12Q: 3 clusters Score -669304.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -669321.187500 Penalty: 4262.884277
	Iteration 13Q: 3 clusters Score -669321.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -669337.750000 Penalty: 4262.884277
	Iteration 14Q: 3 clusters Score -669337.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -669355.125000 Penalty: 4262.884277
	Iteration 15Q: 3 clusters Score -669355.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -669370.812500 Penalty: 4262.884277
	Iteration 16Q: 3 clusters Score -669370.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -669386.000000 Penalty: 4262.884277
	Iteration 17Q: 3 clusters Score -669386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -669400.187500 Penalty: 4262.884277
	Iteration 18Q: 3 clusters Score -669400.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -669417.875000 Penalty: 4262.884277
	Iteration 19Q: 3 clusters Score -669417.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -669428.812500 Penalty: 4262.884277
	Iteration 20F: 3 clusters Score -669428.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -669441.625000 Penalty: 4262.884277
	Iteration 21Q: 3 clusters Score -669441.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -669457.500000 Penalty: 4262.884277
	Iteration 22Q: 3 clusters Score -669457.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -669468.687500 Penalty: 4262.884277
	Iteration 23Q: 3 clusters Score -669468.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -669477.375000 Penalty: 4262.884277
	Iteration 24Q: 3 clusters Score -669477.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -669483.937500 Penalty: 4262.884277
	Iteration 25Q: 3 clusters Score -669483.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -669485.937500 Penalty: 4262.884277
	Iteration 26Q: 3 clusters Score -669485.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -669490.937500 Penalty: 4262.884277
	Iteration 27Q: 3 clusters Score -669490.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -669499.250000 Penalty: 4262.884277
	Iteration 28Q: 3 clusters Score -669499.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -669507.750000 Penalty: 4262.884277
	Iteration 29Q: 3 clusters Score -669507.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -669521.500000 Penalty: 4262.884277
	Iteration 30Q: 3 clusters Score -669521.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -669535.937500 Penalty: 4262.884277
	Iteration 31Q: 3 clusters Score -669535.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -669550.562500 Penalty: 4262.884277
	Iteration 32Q: 3 clusters Score -669550.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -669562.875000 Penalty: 4262.884277
	Iteration 33Q: 3 clusters Score -669562.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -669575.687500 Penalty: 4262.884277
	Iteration 34Q: 3 clusters Score -669575.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -669596.875000 Penalty: 4262.884277
	Iteration 35Q: 3 clusters Score -669596.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -669615.437500 Penalty: 4262.884277
	Iteration 36Q: 3 clusters Score -669615.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -669631.312500 Penalty: 4262.884277
	Iteration 37Q: 3 clusters Score -669631.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -669647.250000 Penalty: 4262.884277
	Iteration 38Q: 3 clusters Score -669647.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -669659.750000 Penalty: 4262.884277
	Iteration 39Q: 3 clusters Score -669659.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -669671.625000 Penalty: 4262.884277
	Iteration 40F: 3 clusters Score -669671.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -669684.625000 Penalty: 4262.884277
	Iteration 41Q: 3 clusters Score -669684.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -669696.125000 Penalty: 4262.884277
	Iteration 42Q: 3 clusters Score -669696.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -669707.750000 Penalty: 4262.884277
	Iteration 43Q: 3 clusters Score -669707.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -669719.562500 Penalty: 4262.884277
	Iteration 44Q: 3 clusters Score -669719.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -669734.250000 Penalty: 4262.884277
	Iteration 45Q: 3 clusters Score -669734.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -669751.812500 Penalty: 4262.884277
	Iteration 46Q: 3 clusters Score -669751.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -669775.250000 Penalty: 4262.884277
	Iteration 47Q: 3 clusters Score -669775.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -669792.125000 Penalty: 4262.884277
	Iteration 48Q: 3 clusters Score -669792.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -669809.437500 Penalty: 4262.884277
	Iteration 49Q: 3 clusters Score -669809.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -669828.187500 Penalty: 4262.884277
	Iteration 50Q: 3 clusters Score -669828.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -669848.000000 Penalty: 4262.884277
	Iteration 51Q: 3 clusters Score -669848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -669865.750000 Penalty: 4262.884277
	Iteration 52Q: 3 clusters Score -669865.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -669883.625000 Penalty: 4262.884277
	Iteration 53Q: 3 clusters Score -669883.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -669904.750000 Penalty: 4262.884277
	Iteration 54Q: 3 clusters Score -669904.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -669925.250000 Penalty: 4262.884277
	Iteration 55Q: 3 clusters Score -669925.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -669942.500000 Penalty: 4262.884277
	Iteration 56Q: 3 clusters Score -669942.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -669958.562500 Penalty: 4262.884277
	Iteration 57Q: 3 clusters Score -669958.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -669979.500000 Penalty: 4262.884277
	Iteration 58Q: 3 clusters Score -669979.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -669994.687500 Penalty: 4262.884277
	Iteration 59Q: 3 clusters Score -669994.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -670007.000000 Penalty: 4262.884277
	Iteration 60F: 3 clusters Score -670007 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -670022.312500 Penalty: 4262.884277
	Iteration 61Q: 3 clusters Score -670022.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -670041.125000 Penalty: 4262.884277
	Iteration 62Q: 3 clusters Score -670041.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -670058.250000 Penalty: 4262.884277
	Iteration 63Q: 3 clusters Score -670058.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -670072.687500 Penalty: 4262.884277
	Iteration 64Q: 3 clusters Score -670072.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -670085.812500 Penalty: 4262.884277
	Iteration 65Q: 3 clusters Score -670085.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -670102.375000 Penalty: 4262.884277
	Iteration 66Q: 3 clusters Score -670102.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -670123.812500 Penalty: 4262.884277
	Iteration 67Q: 3 clusters Score -670123.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -670147.000000 Penalty: 4262.884277
	Iteration 68Q: 3 clusters Score -670147 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -670171.312500 Penalty: 4262.884277
	Iteration 69Q: 3 clusters Score -670171.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -670195.125000 Penalty: 4262.884277
	Iteration 70Q: 3 clusters Score -670195.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -670224.187500 Penalty: 4262.884277
	Iteration 71Q: 3 clusters Score -670224.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -670246.937500 Penalty: 4262.884277
	Iteration 72Q: 3 clusters Score -670246.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -670262.937500 Penalty: 4262.884277
	Iteration 73Q: 3 clusters Score -670262.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -670276.437500 Penalty: 4262.884277
	Iteration 74Q: 3 clusters Score -670276.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -670292.937500 Penalty: 4262.884277
	Iteration 75Q: 3 clusters Score -670292.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -670304.437500 Penalty: 4262.884277
	Iteration 76Q: 3 clusters Score -670304.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -670314.000000 Penalty: 4262.884277
	Iteration 77Q: 3 clusters Score -670314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -670322.750000 Penalty: 4262.884277
	Iteration 78Q: 3 clusters Score -670322.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -670324.875000 Penalty: 4262.884277
	Iteration 79Q: 3 clusters Score -670324.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -670329.875000 Penalty: 4262.884277
	Iteration 80F: 3 clusters Score -670329.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -670332.000000 Penalty: 4262.884277
	Iteration 81Q: 3 clusters Score -670332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -670336.000000 Penalty: 4262.884277
	Iteration 82Q: 3 clusters Score -670336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -670339.625000 Penalty: 4262.884277
	Iteration 83Q: 3 clusters Score -670339.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -670345.062500 Penalty: 4262.884277
	Iteration 84Q: 3 clusters Score -670345.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -670349.375000 Penalty: 4262.884277
	Iteration 85Q: 3 clusters Score -670349.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -670351.437500 Penalty: 4262.884277
	Iteration 86Q: 3 clusters Score -670351.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -670354.250000 Penalty: 4262.884277
	Iteration 87Q: 3 clusters Score -670354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -670355.187500 Penalty: 4262.884277
	Iteration 88Q: 3 clusters Score -670355.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -670357.687500 Penalty: 4262.884277
	Iteration 89Q: 3 clusters Score -670357.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -670360.812500 Penalty: 4262.884277
	Iteration 90Q: 3 clusters Score -670360.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -670363.875000 Penalty: 4262.884277
	Iteration 91Q: 3 clusters Score -670363.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -670366.562500 Penalty: 4262.884277
	Iteration 92Q: 3 clusters Score -670366.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -670367.187500 Penalty: 4262.884277
	Iteration 93Q: 3 clusters Score -670367.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -670367.500000 Penalty: 4262.884277
	Iteration 94Q: 3 clusters Score -670367.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -670367.812500 Penalty: 4262.884277
	Iteration 95Q: 3 clusters Score -670367.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -670369.875000 Penalty: 4262.884277
	Iteration 96Q: 3 clusters Score -670369.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -670371.187500 Penalty: 4262.884277
	Iteration 97Q: 3 clusters Score -670371.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -670372.625000 Penalty: 4262.884277
	Iteration 98Q: 3 clusters Score -670372.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -670372.500000 Penalty: 4262.884277
	Iteration 99Q: 3 clusters Score -670372.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -670372.812500 Penalty: 4262.884277
	Iteration 100F: 3 clusters Score -670372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -670373.250000 Penalty: 4262.884277
	Iteration 101Q: 3 clusters Score -670373.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -670373.125000 Penalty: 4262.884277
	Iteration 102Q: 3 clusters Score -670373.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -670373.125000 Penalty: 4262.884277
	Iteration 103F: 3 clusters Score -670373.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -66750.015625 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -66750.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65146.445312 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -65146.45 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65440.511719 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -65440.51 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -65564.437500 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -65564.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -65687.968750 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -65687.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -65766.257812 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -65766.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -65836.875000 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -65836.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -65899.546875 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -65899.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -65992.804688 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -65992.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66048.390625 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -66048.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66093.187500 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -66093.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66109.507812 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -66109.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66152.179688 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -66152.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66240.375000 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -66240.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66309.867188 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -66309.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66358.179688 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -66358.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66407.945312 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -66407.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66466.429688 Penalty: 3205.662598
	Iteration 16Q: 3 clusters Score -66466.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66498.437500 Penalty: 3205.662598
	Iteration 17Q: 3 clusters Score -66498.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66515.359375 Penalty: 3205.662598
	Iteration 18Q: 3 clusters Score -66515.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66521.054688 Penalty: 3205.662598
	Iteration 19Q: 3 clusters Score -66521.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66524.757812 Penalty: 3205.662598
	Iteration 20F: 3 clusters Score -66524.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66527.640625 Penalty: 3205.662598
	Iteration 21Q: 3 clusters Score -66527.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66527.640625 Penalty: 3205.662598
	Iteration 22F: 3 clusters Score -66527.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -55980.210938 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -55980.21 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 294 members 
Entering Unmasked Estep 
Score: -54500.527344 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -54500.53 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -55258.246094 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -55258.25 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -55598.367188 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -55598.37 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -55888.195312 Penalty: 3177.812500
	Iteration 3F: 3 clusters Score -55888.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -56090.527344 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -56090.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -56333.671875 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -56333.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -56493.140625 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -56493.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -56735.851562 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -56735.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -56817.441406 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -56817.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -56817.441406 Penalty: 3177.812500
	Iteration 9F: 3 clusters Score -56817.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 64631 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46609 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 207 members 
Mstep: Class 12 contains 175524 members 
Mstep: Class 13 contains 176887 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226659 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32987 members 
Mstep: Class 18 contains 51300 members 
Mstep: Class 19 contains 162107 members 
Mstep: Class 20 contains 399 members 
Entering Unmasked Estep 
Score: -119293856.000000 Penalty: 68348.125000
Splitting cluster 11 changes total score from -119294912.000000 to -119293856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (175524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175524 members 
Entering Unmasked Estep 
Score: -22049658.000000 Penalty: 2994.731689
	Iteration 0F: 2 clusters Score -2.204966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87741 members 
Mstep: Class 2 contains 87783 members 
Entering Unmasked Estep 
Score: -21933392.000000 Penalty: 5989.463379
	Iteration 0F: 3 clusters Score -2.193339e+07 nChanged 83850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86633 members 
Mstep: Class 2 contains 88891 members 
Entering Unmasked Estep 
Score: -21982886.000000 Penalty: 5989.463379
	Iteration 1F: 3 clusters Score -2.198289e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85946 members 
Mstep: Class 2 contains 89578 members 
Entering Unmasked Estep 
Score: -21984188.000000 Penalty: 5989.463379
	Iteration 2Q: 3 clusters Score -2.198419e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84909 members 
Mstep: Class 2 contains 90615 members 
Entering Unmasked Estep 
Score: -21986028.000000 Penalty: 5989.463379
	Iteration 3Q: 3 clusters Score -2.198603e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83428 members 
Mstep: Class 2 contains 92096 members 
Entering Unmasked Estep 
Score: -21988738.000000 Penalty: 5989.463379
	Iteration 4Q: 3 clusters Score -2.198874e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 94256 members 
Entering Unmasked Estep 
Score: -21992180.000000 Penalty: 5989.463379
	Iteration 5Q: 3 clusters Score -2.199218e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 97394 members 
Entering Unmasked Estep 
Score: -21997178.000000 Penalty: 5989.463379
	Iteration 6F: 3 clusters Score -2.199718e+07 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73803 members 
Mstep: Class 2 contains 101721 members 
Entering Unmasked Estep 
Score: -22003684.000000 Penalty: 5989.463379
	Iteration 7F: 3 clusters Score -2.200368e+07 nChanged 11170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68499 members 
Mstep: Class 2 contains 107025 members 
Entering Unmasked Estep 
Score: -22011794.000000 Penalty: 5989.463379
	Iteration 8F: 3 clusters Score -2.201179e+07 nChanged 10825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62660 members 
Mstep: Class 2 contains 112864 members 
Entering Unmasked Estep 
Score: -22020120.000000 Penalty: 5989.463379
	Iteration 9F: 3 clusters Score -2.202012e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 118121 members 
Entering Unmasked Estep 
Score: -22026014.000000 Penalty: 5989.463379
	Iteration 10F: 3 clusters Score -2.202601e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 122451 members 
Entering Unmasked Estep 
Score: -22029686.000000 Penalty: 5989.463379
	Iteration 11Q: 3 clusters Score -2.202969e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 126115 members 
Entering Unmasked Estep 
Score: -22032062.000000 Penalty: 5989.463379
	Iteration 12Q: 3 clusters Score -2.203206e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 129326 members 
Entering Unmasked Estep 
Score: -22033772.000000 Penalty: 5989.463379
	Iteration 13Q: 3 clusters Score -2.203377e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 132306 members 
Entering Unmasked Estep 
Score: -22035310.000000 Penalty: 5989.463379
	Iteration 14Q: 3 clusters Score -2.203531e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 135071 members 
Entering Unmasked Estep 
Score: -22036534.000000 Penalty: 5989.463379
	Iteration 15Q: 3 clusters Score -2.203653e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 137631 members 
Entering Unmasked Estep 
Score: -22037700.000000 Penalty: 5989.463379
	Iteration 16Q: 3 clusters Score -2.20377e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 140095 members 
Entering Unmasked Estep 
Score: -22038680.000000 Penalty: 5989.463379
	Iteration 17Q: 3 clusters Score -2.203868e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 142493 members 
Entering Unmasked Estep 
Score: -22039502.000000 Penalty: 5989.463379
	Iteration 18Q: 3 clusters Score -2.20395e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 144816 members 
Entering Unmasked Estep 
Score: -22040344.000000 Penalty: 5989.463379
	Iteration 19Q: 3 clusters Score -2.204034e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 146941 members 
Entering Unmasked Estep 
Score: -22041062.000000 Penalty: 5989.463379
	Iteration 20F: 3 clusters Score -2.204106e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 148957 members 
Entering Unmasked Estep 
Score: -22041656.000000 Penalty: 5989.463379
	Iteration 21Q: 3 clusters Score -2.204166e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 150920 members 
Entering Unmasked Estep 
Score: -22042284.000000 Penalty: 5989.463379
	Iteration 22Q: 3 clusters Score -2.204228e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 152778 members 
Entering Unmasked Estep 
Score: -22042844.000000 Penalty: 5989.463379
	Iteration 23Q: 3 clusters Score -2.204284e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 154511 members 
Entering Unmasked Estep 
Score: -22043422.000000 Penalty: 5989.463379
	Iteration 24Q: 3 clusters Score -2.204342e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 156131 members 
Entering Unmasked Estep 
Score: -22043892.000000 Penalty: 5989.463379
	Iteration 25Q: 3 clusters Score -2.204389e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 157730 members 
Entering Unmasked Estep 
Score: -22044390.000000 Penalty: 5989.463379
	Iteration 26Q: 3 clusters Score -2.204439e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 159193 members 
Entering Unmasked Estep 
Score: -22044888.000000 Penalty: 5989.463379
	Iteration 27Q: 3 clusters Score -2.204489e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 160563 members 
Entering Unmasked Estep 
Score: -22045184.000000 Penalty: 5989.463379
	Iteration 28Q: 3 clusters Score -2.204518e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 161789 members 
Entering Unmasked Estep 
Score: -22045646.000000 Penalty: 5989.463379
	Iteration 29Q: 3 clusters Score -2.204565e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 162919 members 
Entering Unmasked Estep 
Score: -22045920.000000 Penalty: 5989.463379
	Iteration 30Q: 3 clusters Score -2.204592e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 163939 members 
Entering Unmasked Estep 
Score: -22046246.000000 Penalty: 5989.463379
	Iteration 31Q: 3 clusters Score -2.204625e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 164903 members 
Entering Unmasked Estep 
Score: -22046612.000000 Penalty: 5989.463379
	Iteration 32Q: 3 clusters Score -2.204661e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 165751 members 
Entering Unmasked Estep 
Score: -22046830.000000 Penalty: 5989.463379
	Iteration 33Q: 3 clusters Score -2.204683e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 166488 members 
Entering Unmasked Estep 
Score: -22047080.000000 Penalty: 5989.463379
	Iteration 34Q: 3 clusters Score -2.204708e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 167125 members 
Entering Unmasked Estep 
Score: -22047106.000000 Penalty: 5989.463379
	Iteration 35Q: 3 clusters Score -2.204711e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 167673 members 
Entering Unmasked Estep 
Score: -22047288.000000 Penalty: 5989.463379
	Iteration 36Q: 3 clusters Score -2.204729e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 168162 members 
Entering Unmasked Estep 
Score: -22047362.000000 Penalty: 5989.463379
	Iteration 37Q: 3 clusters Score -2.204736e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 168609 members 
Entering Unmasked Estep 
Score: -22047420.000000 Penalty: 5989.463379
	Iteration 38Q: 3 clusters Score -2.204742e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 169011 members 
Entering Unmasked Estep 
Score: -22047416.000000 Penalty: 5989.463379
	Iteration 39Q: 3 clusters Score -2.204742e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 169367 members 
Entering Unmasked Estep 
Score: -22047448.000000 Penalty: 5989.463379
	Iteration 40F: 3 clusters Score -2.204745e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 169661 members 
Entering Unmasked Estep 
Score: -22047512.000000 Penalty: 5989.463379
	Iteration 41Q: 3 clusters Score -2.204751e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 169926 members 
Entering Unmasked Estep 
Score: -22047540.000000 Penalty: 5989.463379
	Iteration 42Q: 3 clusters Score -2.204754e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 170163 members 
Entering Unmasked Estep 
Score: -22047572.000000 Penalty: 5989.463379
	Iteration 43Q: 3 clusters Score -2.204757e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 170367 members 
Entering Unmasked Estep 
Score: -22047608.000000 Penalty: 5989.463379
	Iteration 44Q: 3 clusters Score -2.204761e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 170543 members 
Entering Unmasked Estep 
Score: -22047660.000000 Penalty: 5989.463379
	Iteration 45Q: 3 clusters Score -2.204766e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 170699 members 
Entering Unmasked Estep 
Score: -22047662.000000 Penalty: 5989.463379
	Iteration 46Q: 3 clusters Score -2.204766e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 170844 members 
Entering Unmasked Estep 
Score: -22047684.000000 Penalty: 5989.463379
	Iteration 47Q: 3 clusters Score -2.204768e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 170977 members 
Entering Unmasked Estep 
Score: -22047670.000000 Penalty: 5989.463379
	Iteration 48Q: 3 clusters Score -2.204767e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 171081 members 
Entering Unmasked Estep 
Score: -22047714.000000 Penalty: 5989.463379
	Iteration 49Q: 3 clusters Score -2.204771e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 171177 members 
Entering Unmasked Estep 
Score: -22047734.000000 Penalty: 5989.463379
	Iteration 50Q: 3 clusters Score -2.204773e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 171249 members 
Entering Unmasked Estep 
Score: -22047712.000000 Penalty: 5989.463379
	Iteration 51Q: 3 clusters Score -2.204771e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 171313 members 
Entering Unmasked Estep 
Score: -22047742.000000 Penalty: 5989.463379
	Iteration 52Q: 3 clusters Score -2.204774e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 171369 members 
Entering Unmasked Estep 
Score: -22047754.000000 Penalty: 5989.463379
	Iteration 53Q: 3 clusters Score -2.204775e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 171418 members 
Entering Unmasked Estep 
Score: -22047734.000000 Penalty: 5989.463379
	Iteration 54Q: 3 clusters Score -2.204773e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 171463 members 
Entering Unmasked Estep 
Score: -22047724.000000 Penalty: 5989.463379
	Iteration 55Q: 3 clusters Score -2.204772e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 171506 members 
Entering Unmasked Estep 
Score: -22047752.000000 Penalty: 5989.463379
	Iteration 56Q: 3 clusters Score -2.204775e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 171547 members 
Entering Unmasked Estep 
Score: -22047744.000000 Penalty: 5989.463379
	Iteration 57Q: 3 clusters Score -2.204774e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 171577 members 
Entering Unmasked Estep 
Score: -22047760.000000 Penalty: 5989.463379
	Iteration 58Q: 3 clusters Score -2.204776e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 171604 members 
Entering Unmasked Estep 
Score: -22047762.000000 Penalty: 5989.463379
	Iteration 59Q: 3 clusters Score -2.204776e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 171625 members 
Entering Unmasked Estep 
Score: -22047788.000000 Penalty: 5989.463379
	Iteration 60F: 3 clusters Score -2.204779e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 171645 members 
Entering Unmasked Estep 
Score: -22047788.000000 Penalty: 5989.463379
	Iteration 61Q: 3 clusters Score -2.204779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 171651 members 
Entering Unmasked Estep 
Score: -22047800.000000 Penalty: 5989.463379
	Iteration 62Q: 3 clusters Score -2.20478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 171660 members 
Entering Unmasked Estep 
Score: -22047804.000000 Penalty: 5989.463379
	Iteration 63Q: 3 clusters Score -2.20478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 171671 members 
Entering Unmasked Estep 
Score: -22047810.000000 Penalty: 5989.463379
	Iteration 64Q: 3 clusters Score -2.204781e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 171684 members 
Entering Unmasked Estep 
Score: -22047792.000000 Penalty: 5989.463379
	Iteration 65Q: 3 clusters Score -2.204779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 171694 members 
Entering Unmasked Estep 
Score: -22047810.000000 Penalty: 5989.463379
	Iteration 66Q: 3 clusters Score -2.204781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 171702 members 
Entering Unmasked Estep 
Score: -22047812.000000 Penalty: 5989.463379
	Iteration 67Q: 3 clusters Score -2.204781e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 171715 members 
Entering Unmasked Estep 
Score: -22047812.000000 Penalty: 5989.463379
	Iteration 68Q: 3 clusters Score -2.204781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 171729 members 
Entering Unmasked Estep 
Score: -22047814.000000 Penalty: 5989.463379
	Iteration 69Q: 3 clusters Score -2.204781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 171743 members 
Entering Unmasked Estep 
Score: -22047814.000000 Penalty: 5989.463379
	Iteration 70Q: 3 clusters Score -2.204781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 171753 members 
Entering Unmasked Estep 
Score: -22047818.000000 Penalty: 5989.463379
	Iteration 71Q: 3 clusters Score -2.204782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 171766 members 
Entering Unmasked Estep 
Score: -22047820.000000 Penalty: 5989.463379
	Iteration 72Q: 3 clusters Score -2.204782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 171776 members 
Entering Unmasked Estep 
Score: -22047852.000000 Penalty: 5989.463379
	Iteration 73Q: 3 clusters Score -2.204785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 171780 members 
Entering Unmasked Estep 
Score: -22047848.000000 Penalty: 5989.463379
	Iteration 74Q: 3 clusters Score -2.204785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 171787 members 
Entering Unmasked Estep 
Score: -22047840.000000 Penalty: 5989.463379
	Iteration 75Q: 3 clusters Score -2.204784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 171795 members 
Entering Unmasked Estep 
Score: -22047848.000000 Penalty: 5989.463379
	Iteration 76Q: 3 clusters Score -2.204785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 171805 members 
Entering Unmasked Estep 
Score: -22047860.000000 Penalty: 5989.463379
	Iteration 77Q: 3 clusters Score -2.204786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 171815 members 
Entering Unmasked Estep 
Score: -22047872.000000 Penalty: 5989.463379
	Iteration 78Q: 3 clusters Score -2.204787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 171823 members 
Entering Unmasked Estep 
Score: -22047856.000000 Penalty: 5989.463379
	Iteration 79Q: 3 clusters Score -2.204786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 171826 members 
Entering Unmasked Estep 
Score: -22047856.000000 Penalty: 5989.463379
	Iteration 80F: 3 clusters Score -2.204786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 171830 members 
Entering Unmasked Estep 
Score: -22047870.000000 Penalty: 5989.463379
	Iteration 81Q: 3 clusters Score -2.204787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 171838 members 
Entering Unmasked Estep 
Score: -22047866.000000 Penalty: 5989.463379
	Iteration 82Q: 3 clusters Score -2.204787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 171839 members 
Entering Unmasked Estep 
Score: -22047860.000000 Penalty: 5989.463379
	Iteration 83Q: 3 clusters Score -2.204786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 171842 members 
Entering Unmasked Estep 
Score: -22047884.000000 Penalty: 5989.463379
	Iteration 84Q: 3 clusters Score -2.204788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 171846 members 
Entering Unmasked Estep 
Score: -22047876.000000 Penalty: 5989.463379
	Iteration 85Q: 3 clusters Score -2.204788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 171850 members 
Entering Unmasked Estep 
Score: -22047880.000000 Penalty: 5989.463379
	Iteration 86Q: 3 clusters Score -2.204788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 171855 members 
Entering Unmasked Estep 
Score: -22047880.000000 Penalty: 5989.463379
	Iteration 87Q: 3 clusters Score -2.204788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 171859 members 
Entering Unmasked Estep 
Score: -22047876.000000 Penalty: 5989.463379
	Iteration 88Q: 3 clusters Score -2.204788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 171859 members 
Entering Unmasked Estep 
Score: -22047898.000000 Penalty: 5989.463379
	Iteration 89Q: 3 clusters Score -2.20479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 171860 members 
Entering Unmasked Estep 
Score: -22047906.000000 Penalty: 5989.463379
	Iteration 90Q: 3 clusters Score -2.204791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 171860 members 
Entering Unmasked Estep 
Score: -22047906.000000 Penalty: 5989.463379
	Iteration 91F: 3 clusters Score -2.204791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (176887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176887 members 
Entering Unmasked Estep 
Score: -22299744.000000 Penalty: 2996.650146
	Iteration 0F: 2 clusters Score -2.229974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88674 members 
Mstep: Class 2 contains 88213 members 
Entering Unmasked Estep 
Score: -22183226.000000 Penalty: 5993.300293
	Iteration 0F: 3 clusters Score -2.218323e+07 nChanged 84525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 84022 members 
Entering Unmasked Estep 
Score: -22232748.000000 Penalty: 5993.300293
	Iteration 1F: 3 clusters Score -2.223275e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95868 members 
Mstep: Class 2 contains 81019 members 
Entering Unmasked Estep 
Score: -22233902.000000 Penalty: 5993.300293
	Iteration 2Q: 3 clusters Score -2.22339e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100375 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -22235976.000000 Penalty: 5993.300293
	Iteration 3Q: 3 clusters Score -2.223598e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107070 members 
Mstep: Class 2 contains 69817 members 
Entering Unmasked Estep 
Score: -22239628.000000 Penalty: 5993.300293
	Iteration 4Q: 3 clusters Score -2.223963e+07 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116617 members 
Mstep: Class 2 contains 60270 members 
Entering Unmasked Estep 
Score: -22245722.000000 Penalty: 5993.300293
	Iteration 5F: 3 clusters Score -2.224572e+07 nChanged 13364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128979 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -22255710.000000 Penalty: 5993.300293
	Iteration 6F: 3 clusters Score -2.225571e+07 nChanged 14923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143206 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -22269158.000000 Penalty: 5993.300293
	Iteration 7F: 3 clusters Score -2.226916e+07 nChanged 13150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155950 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -22282144.000000 Penalty: 5993.300293
	Iteration 8F: 3 clusters Score -2.228214e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164420 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -22290670.000000 Penalty: 5993.300293
	Iteration 9Q: 3 clusters Score -2.229067e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168973 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -22294690.000000 Penalty: 5993.300293
	Iteration 10Q: 3 clusters Score -2.229469e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171199 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -22296214.000000 Penalty: 5993.300293
	Iteration 11Q: 3 clusters Score -2.229621e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172483 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -22297000.000000 Penalty: 5993.300293
	Iteration 12Q: 3 clusters Score -2.2297e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173321 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -22297366.000000 Penalty: 5993.300293
	Iteration 13Q: 3 clusters Score -2.229737e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173911 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -22297564.000000 Penalty: 5993.300293
	Iteration 14Q: 3 clusters Score -2.229756e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174335 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -22297620.000000 Penalty: 5993.300293
	Iteration 15Q: 3 clusters Score -2.229762e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174645 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -22297684.000000 Penalty: 5993.300293
	Iteration 16Q: 3 clusters Score -2.229768e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174868 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -22297756.000000 Penalty: 5993.300293
	Iteration 17Q: 3 clusters Score -2.229776e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175048 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -22297704.000000 Penalty: 5993.300293
	Iteration 18Q: 3 clusters Score -2.22977e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175168 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -22297736.000000 Penalty: 5993.300293
	Iteration 19Q: 3 clusters Score -2.229774e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175276 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -22297708.000000 Penalty: 5993.300293
	Iteration 20F: 3 clusters Score -2.229771e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175358 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -22297690.000000 Penalty: 5993.300293
	Iteration 21Q: 3 clusters Score -2.229769e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175418 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -22297750.000000 Penalty: 5993.300293
	Iteration 22Q: 3 clusters Score -2.229775e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175466 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -22297750.000000 Penalty: 5993.300293
	Iteration 23Q: 3 clusters Score -2.229775e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175516 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -22297740.000000 Penalty: 5993.300293
	Iteration 24Q: 3 clusters Score -2.229774e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175552 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -22297746.000000 Penalty: 5993.300293
	Iteration 25Q: 3 clusters Score -2.229775e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175580 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -22297774.000000 Penalty: 5993.300293
	Iteration 26Q: 3 clusters Score -2.229777e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175608 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -22297782.000000 Penalty: 5993.300293
	Iteration 27Q: 3 clusters Score -2.229778e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175641 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -22297786.000000 Penalty: 5993.300293
	Iteration 28Q: 3 clusters Score -2.229779e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175667 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -22297792.000000 Penalty: 5993.300293
	Iteration 29Q: 3 clusters Score -2.229779e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175688 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -22297798.000000 Penalty: 5993.300293
	Iteration 30Q: 3 clusters Score -2.22978e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175707 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -22297784.000000 Penalty: 5993.300293
	Iteration 31Q: 3 clusters Score -2.229778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175717 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -22297782.000000 Penalty: 5993.300293
	Iteration 32Q: 3 clusters Score -2.229778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175731 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -22297774.000000 Penalty: 5993.300293
	Iteration 33Q: 3 clusters Score -2.229777e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175741 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -22297782.000000 Penalty: 5993.300293
	Iteration 34Q: 3 clusters Score -2.229778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175751 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -22297802.000000 Penalty: 5993.300293
	Iteration 35Q: 3 clusters Score -2.22978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175760 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -22297796.000000 Penalty: 5993.300293
	Iteration 36Q: 3 clusters Score -2.22978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175768 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -22297810.000000 Penalty: 5993.300293
	Iteration 37Q: 3 clusters Score -2.229781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175774 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -22297818.000000 Penalty: 5993.300293
	Iteration 38Q: 3 clusters Score -2.229782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175781 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -22297814.000000 Penalty: 5993.300293
	Iteration 39Q: 3 clusters Score -2.229781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175790 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -22297814.000000 Penalty: 5993.300293
	Iteration 40F: 3 clusters Score -2.229781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175796 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -22297824.000000 Penalty: 5993.300293
	Iteration 41Q: 3 clusters Score -2.229782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175801 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -22297818.000000 Penalty: 5993.300293
	Iteration 42Q: 3 clusters Score -2.229782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175805 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -22297830.000000 Penalty: 5993.300293
	Iteration 43Q: 3 clusters Score -2.229783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175810 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -22297828.000000 Penalty: 5993.300293
	Iteration 44Q: 3 clusters Score -2.229783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175813 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -22297838.000000 Penalty: 5993.300293
	Iteration 45Q: 3 clusters Score -2.229784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175815 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -22297828.000000 Penalty: 5993.300293
	Iteration 46Q: 3 clusters Score -2.229783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175816 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -22297816.000000 Penalty: 5993.300293
	Iteration 47Q: 3 clusters Score -2.229782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175816 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -22297816.000000 Penalty: 5993.300293
	Iteration 48F: 3 clusters Score -2.229782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -76319.570312 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -76319.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -74715.117188 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -74715.12 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -75424.023438 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -75424.02 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75917.554688 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -75917.55 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -76382.460938 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -76382.46 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -76998.257812 Penalty: 3329.023193
	Iteration 4F: 3 clusters Score -76998.26 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -77461.710938 Penalty: 3329.023193
	Iteration 5F: 3 clusters Score -77461.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -77664.937500 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -77664.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -77697.882812 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -77697.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -77704.390625 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -77704.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -77704.390625 Penalty: 3329.023193
	Iteration 9F: 3 clusters Score -77704.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 64631 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46609 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175524 members 
Mstep: Class 13 contains 176887 members 
Mstep: Class 14 contains 334 members 
Mstep: Class 15 contains 226659 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32987 members 
Mstep: Class 18 contains 51300 members 
Mstep: Class 19 contains 162107 members 
Mstep: Class 20 contains 488 members 
Entering Unmasked Estep 
Score: -119294464.000000 Penalty: 68348.125000
Splitting cluster 14 changes total score from -119294912.000000 to -119294464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (226659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226659 members 
Entering Unmasked Estep 
Score: -28466898.000000 Penalty: 3058.137939
	Iteration 0F: 2 clusters Score -2.84669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113223 members 
Mstep: Class 2 contains 113436 members 
Entering Unmasked Estep 
Score: -28319330.000000 Penalty: 6116.275879
	Iteration 0F: 3 clusters Score -2.831933e+07 nChanged 109249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112950 members 
Mstep: Class 2 contains 113709 members 
Entering Unmasked Estep 
Score: -28382710.000000 Penalty: 6116.275879
	Iteration 1F: 3 clusters Score -2.838271e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112346 members 
Mstep: Class 2 contains 114313 members 
Entering Unmasked Estep 
Score: -28383364.000000 Penalty: 6116.275879
	Iteration 2Q: 3 clusters Score -2.838336e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111386 members 
Mstep: Class 2 contains 115273 members 
Entering Unmasked Estep 
Score: -28383914.000000 Penalty: 6116.275879
	Iteration 3Q: 3 clusters Score -2.838391e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109746 members 
Mstep: Class 2 contains 116913 members 
Entering Unmasked Estep 
Score: -28384798.000000 Penalty: 6116.275879
	Iteration 4Q: 3 clusters Score -2.83848e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107165 members 
Mstep: Class 2 contains 119494 members 
Entering Unmasked Estep 
Score: -28385854.000000 Penalty: 6116.275879
	Iteration 5Q: 3 clusters Score -2.838585e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103036 members 
Mstep: Class 2 contains 123623 members 
Entering Unmasked Estep 
Score: -28387516.000000 Penalty: 6116.275879
	Iteration 6Q: 3 clusters Score -2.838752e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96703 members 
Mstep: Class 2 contains 129956 members 
Entering Unmasked Estep 
Score: -28390716.000000 Penalty: 6116.275879
	Iteration 7Q: 3 clusters Score -2.839072e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87452 members 
Mstep: Class 2 contains 139207 members 
Entering Unmasked Estep 
Score: -28396088.000000 Penalty: 6116.275879
	Iteration 8Q: 3 clusters Score -2.839609e+07 nChanged 13351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75123 members 
Mstep: Class 2 contains 151536 members 
Entering Unmasked Estep 
Score: -28405176.000000 Penalty: 6116.275879
	Iteration 9F: 3 clusters Score -2.840518e+07 nChanged 15582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 166034 members 
Entering Unmasked Estep 
Score: -28417324.000000 Penalty: 6116.275879
	Iteration 10F: 3 clusters Score -2.841732e+07 nChanged 15298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 180298 members 
Entering Unmasked Estep 
Score: -28429690.000000 Penalty: 6116.275879
	Iteration 11F: 3 clusters Score -2.842969e+07 nChanged 12680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 191986 members 
Entering Unmasked Estep 
Score: -28439468.000000 Penalty: 6116.275879
	Iteration 12F: 3 clusters Score -2.843947e+07 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 200790 members 
Entering Unmasked Estep 
Score: -28446080.000000 Penalty: 6116.275879
	Iteration 13Q: 3 clusters Score -2.844608e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 207574 members 
Entering Unmasked Estep 
Score: -28450904.000000 Penalty: 6116.275879
	Iteration 14Q: 3 clusters Score -2.84509e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 212975 members 
Entering Unmasked Estep 
Score: -28454432.000000 Penalty: 6116.275879
	Iteration 15Q: 3 clusters Score -2.845443e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 217365 members 
Entering Unmasked Estep 
Score: -28457370.000000 Penalty: 6116.275879
	Iteration 16Q: 3 clusters Score -2.845737e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 220897 members 
Entering Unmasked Estep 
Score: -28459744.000000 Penalty: 6116.275879
	Iteration 17Q: 3 clusters Score -2.845974e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 223376 members 
Entering Unmasked Estep 
Score: -28461680.000000 Penalty: 6116.275879
	Iteration 18Q: 3 clusters Score -2.846168e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 224898 members 
Entering Unmasked Estep 
Score: -28462776.000000 Penalty: 6116.275879
	Iteration 19Q: 3 clusters Score -2.846278e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 225673 members 
Entering Unmasked Estep 
Score: -28463416.000000 Penalty: 6116.275879
	Iteration 20F: 3 clusters Score -2.846342e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 226044 members 
Entering Unmasked Estep 
Score: -28463736.000000 Penalty: 6116.275879
	Iteration 21Q: 3 clusters Score -2.846374e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 226196 members 
Entering Unmasked Estep 
Score: -28463924.000000 Penalty: 6116.275879
	Iteration 22Q: 3 clusters Score -2.846392e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 226254 members 
Entering Unmasked Estep 
Score: -28464008.000000 Penalty: 6116.275879
	Iteration 23Q: 3 clusters Score -2.846401e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 226288 members 
Entering Unmasked Estep 
Score: -28464048.000000 Penalty: 6116.275879
	Iteration 24Q: 3 clusters Score -2.846405e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 226310 members 
Entering Unmasked Estep 
Score: -28464082.000000 Penalty: 6116.275879
	Iteration 25Q: 3 clusters Score -2.846408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 226326 members 
Entering Unmasked Estep 
Score: -28464142.000000 Penalty: 6116.275879
	Iteration 26Q: 3 clusters Score -2.846414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 226339 members 
Entering Unmasked Estep 
Score: -28464144.000000 Penalty: 6116.275879
	Iteration 27Q: 3 clusters Score -2.846414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 226351 members 
Entering Unmasked Estep 
Score: -28464146.000000 Penalty: 6116.275879
	Iteration 28Q: 3 clusters Score -2.846415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 226353 members 
Entering Unmasked Estep 
Score: -28464160.000000 Penalty: 6116.275879
	Iteration 29Q: 3 clusters Score -2.846416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 226357 members 
Entering Unmasked Estep 
Score: -28464164.000000 Penalty: 6116.275879
	Iteration 30Q: 3 clusters Score -2.846416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 226360 members 
Entering Unmasked Estep 
Score: -28464170.000000 Penalty: 6116.275879
	Iteration 31Q: 3 clusters Score -2.846417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 226362 members 
Entering Unmasked Estep 
Score: -28464152.000000 Penalty: 6116.275879
	Iteration 32Q: 3 clusters Score -2.846415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 226363 members 
Entering Unmasked Estep 
Score: -28464168.000000 Penalty: 6116.275879
	Iteration 33Q: 3 clusters Score -2.846417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 226365 members 
Entering Unmasked Estep 
Score: -28464166.000000 Penalty: 6116.275879
	Iteration 34Q: 3 clusters Score -2.846417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 226369 members 
Entering Unmasked Estep 
Score: -28464182.000000 Penalty: 6116.275879
	Iteration 35Q: 3 clusters Score -2.846418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 226373 members 
Entering Unmasked Estep 
Score: -28464190.000000 Penalty: 6116.275879
	Iteration 36Q: 3 clusters Score -2.846419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 226375 members 
Entering Unmasked Estep 
Score: -28464188.000000 Penalty: 6116.275879
	Iteration 37Q: 3 clusters Score -2.846419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 226377 members 
Entering Unmasked Estep 
Score: -28464190.000000 Penalty: 6116.275879
	Iteration 38Q: 3 clusters Score -2.846419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 226378 members 
Entering Unmasked Estep 
Score: -28464182.000000 Penalty: 6116.275879
	Iteration 39Q: 3 clusters Score -2.846418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 226378 members 
Entering Unmasked Estep 
Score: -28464210.000000 Penalty: 6116.275879
	Iteration 40F: 3 clusters Score -2.846421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 226378 members 
Entering Unmasked Estep 
Score: -28464210.000000 Penalty: 6116.275879
	Iteration 41Q: 3 clusters Score -2.846421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 226379 members 
Entering Unmasked Estep 
Score: -28464208.000000 Penalty: 6116.275879
	Iteration 42Q: 3 clusters Score -2.846421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 226379 members 
Entering Unmasked Estep 
Score: -28464208.000000 Penalty: 6116.275879
	Iteration 43F: 3 clusters Score -2.846421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Entering Unmasked Estep 
Score: -887316.000000 Penalty: 2208.415527
	Iteration 0F: 2 clusters Score -887316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -881299.375000 Penalty: 4416.831055
	Iteration 0F: 3 clusters Score -881299.4 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -883068.625000 Penalty: 4416.831055
	Iteration 1F: 3 clusters Score -883068.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -883707.687500 Penalty: 4416.831055
	Iteration 2F: 3 clusters Score -883707.7 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -884267.187500 Penalty: 4416.831055
	Iteration 3F: 3 clusters Score -884267.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -884750.375000 Penalty: 4416.831055
	Iteration 4F: 3 clusters Score -884750.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -885125.875000 Penalty: 4416.831055
	Iteration 5F: 3 clusters Score -885125.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -885422.062500 Penalty: 4416.831055
	Iteration 6F: 3 clusters Score -885422.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -885645.250000 Penalty: 4416.831055
	Iteration 7Q: 3 clusters Score -885645.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -885824.437500 Penalty: 4416.831055
	Iteration 8Q: 3 clusters Score -885824.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -885940.437500 Penalty: 4416.831055
	Iteration 9Q: 3 clusters Score -885940.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -886033.625000 Penalty: 4416.831055
	Iteration 10Q: 3 clusters Score -886033.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -886085.250000 Penalty: 4416.831055
	Iteration 11Q: 3 clusters Score -886085.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -886127.875000 Penalty: 4416.831055
	Iteration 12Q: 3 clusters Score -886127.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -886165.125000 Penalty: 4416.831055
	Iteration 13Q: 3 clusters Score -886165.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -886192.750000 Penalty: 4416.831055
	Iteration 14Q: 3 clusters Score -886192.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -886215.250000 Penalty: 4416.831055
	Iteration 15Q: 3 clusters Score -886215.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -886224.687500 Penalty: 4416.831055
	Iteration 16Q: 3 clusters Score -886224.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -886233.187500 Penalty: 4416.831055
	Iteration 17Q: 3 clusters Score -886233.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -886242.000000 Penalty: 4416.831055
	Iteration 18Q: 3 clusters Score -886242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -886250.937500 Penalty: 4416.831055
	Iteration 19Q: 3 clusters Score -886250.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -886256.187500 Penalty: 4416.831055
	Iteration 20F: 3 clusters Score -886256.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -886258.687500 Penalty: 4416.831055
	Iteration 21Q: 3 clusters Score -886258.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -886260.000000 Penalty: 4416.831055
	Iteration 22Q: 3 clusters Score -886260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -886265.062500 Penalty: 4416.831055
	Iteration 23Q: 3 clusters Score -886265.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -886265.875000 Penalty: 4416.831055
	Iteration 24Q: 3 clusters Score -886265.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -886265.875000 Penalty: 4416.831055
	Iteration 25Q: 3 clusters Score -886265.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -886267.750000 Penalty: 4416.831055
	Iteration 26Q: 3 clusters Score -886267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -886268.562500 Penalty: 4416.831055
	Iteration 27Q: 3 clusters Score -886268.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -886270.125000 Penalty: 4416.831055
	Iteration 28Q: 3 clusters Score -886270.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -886272.187500 Penalty: 4416.831055
	Iteration 29Q: 3 clusters Score -886272.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -886273.437500 Penalty: 4416.831055
	Iteration 30Q: 3 clusters Score -886273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -886274.812500 Penalty: 4416.831055
	Iteration 31Q: 3 clusters Score -886274.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -886274.750000 Penalty: 4416.831055
	Iteration 32Q: 3 clusters Score -886274.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -886276.875000 Penalty: 4416.831055
	Iteration 33Q: 3 clusters Score -886276.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -886276.750000 Penalty: 4416.831055
	Iteration 34Q: 3 clusters Score -886276.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -886277.750000 Penalty: 4416.831055
	Iteration 35Q: 3 clusters Score -886277.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -886279.750000 Penalty: 4416.831055
	Iteration 36Q: 3 clusters Score -886279.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -886281.125000 Penalty: 4416.831055
	Iteration 37Q: 3 clusters Score -886281.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -886282.937500 Penalty: 4416.831055
	Iteration 38Q: 3 clusters Score -886282.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -886287.625000 Penalty: 4416.831055
	Iteration 39Q: 3 clusters Score -886287.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -886287.000000 Penalty: 4416.831055
	Iteration 40F: 3 clusters Score -886287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -886289.250000 Penalty: 4416.831055
	Iteration 41Q: 3 clusters Score -886289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -886288.062500 Penalty: 4416.831055
	Iteration 42Q: 3 clusters Score -886288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -886288.062500 Penalty: 4416.831055
	Iteration 43F: 3 clusters Score -886288.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Entering Unmasked Estep 
Score: -4203227.500000 Penalty: 2580.159424
	Iteration 0F: 2 clusters Score -4203228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -4180663.250000 Penalty: 5160.318848
	Iteration 0F: 3 clusters Score -4180663 nChanged 14902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -4188802.000000 Penalty: 5160.318848
	Iteration 1F: 3 clusters Score -4188802 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -4189324.250000 Penalty: 5160.318848
	Iteration 2Q: 3 clusters Score -4189324 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -4189844.500000 Penalty: 5160.318848
	Iteration 3Q: 3 clusters Score -4189844 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -4190431.500000 Penalty: 5160.318848
	Iteration 4Q: 3 clusters Score -4190432 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -4191161.500000 Penalty: 5160.318848
	Iteration 5Q: 3 clusters Score -4191162 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -4192056.250000 Penalty: 5160.318848
	Iteration 6Q: 3 clusters Score -4192056 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -4193150.250000 Penalty: 5160.318848
	Iteration 7F: 3 clusters Score -4193150 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -4194368.000000 Penalty: 5160.318848
	Iteration 8F: 3 clusters Score -4194368 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -4195577.000000 Penalty: 5160.318848
	Iteration 9F: 3 clusters Score -4195577 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -4196748.000000 Penalty: 5160.318848
	Iteration 10Q: 3 clusters Score -4196748 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -4197635.500000 Penalty: 5160.318848
	Iteration 11Q: 3 clusters Score -4197636 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -4198252.500000 Penalty: 5160.318848
	Iteration 12Q: 3 clusters Score -4198252 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -4198677.000000 Penalty: 5160.318848
	Iteration 13Q: 3 clusters Score -4198677 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -4199011.000000 Penalty: 5160.318848
	Iteration 14Q: 3 clusters Score -4199011 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -4199309.500000 Penalty: 5160.318848
	Iteration 15Q: 3 clusters Score -4199310 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -4199544.500000 Penalty: 5160.318848
	Iteration 16Q: 3 clusters Score -4199544 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -4199741.000000 Penalty: 5160.318848
	Iteration 17Q: 3 clusters Score -4199741 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -4199913.500000 Penalty: 5160.318848
	Iteration 18Q: 3 clusters Score -4199914 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -4200067.000000 Penalty: 5160.318848
	Iteration 19Q: 3 clusters Score -4200067 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -4200189.000000 Penalty: 5160.318848
	Iteration 20F: 3 clusters Score -4200189 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -4200298.000000 Penalty: 5160.318848
	Iteration 21Q: 3 clusters Score -4200298 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -4200402.000000 Penalty: 5160.318848
	Iteration 22Q: 3 clusters Score -4200402 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -4200494.500000 Penalty: 5160.318848
	Iteration 23Q: 3 clusters Score -4200494 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -4200561.500000 Penalty: 5160.318848
	Iteration 24Q: 3 clusters Score -4200562 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -4200616.500000 Penalty: 5160.318848
	Iteration 25Q: 3 clusters Score -4200616 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -4200659.500000 Penalty: 5160.318848
	Iteration 26Q: 3 clusters Score -4200660 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -4200679.500000 Penalty: 5160.318848
	Iteration 27Q: 3 clusters Score -4200680 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -4200699.000000 Penalty: 5160.318848
	Iteration 28Q: 3 clusters Score -4200699 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -4200717.000000 Penalty: 5160.318848
	Iteration 29Q: 3 clusters Score -4200717 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -4200738.000000 Penalty: 5160.318848
	Iteration 30Q: 3 clusters Score -4200738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -4200769.500000 Penalty: 5160.318848
	Iteration 31Q: 3 clusters Score -4200770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -4200793.500000 Penalty: 5160.318848
	Iteration 32Q: 3 clusters Score -4200794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -4200810.500000 Penalty: 5160.318848
	Iteration 33Q: 3 clusters Score -4200810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -4200825.500000 Penalty: 5160.318848
	Iteration 34Q: 3 clusters Score -4200826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -4200842.000000 Penalty: 5160.318848
	Iteration 35Q: 3 clusters Score -4200842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -4200854.500000 Penalty: 5160.318848
	Iteration 36Q: 3 clusters Score -4200854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -4200866.500000 Penalty: 5160.318848
	Iteration 37Q: 3 clusters Score -4200866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -4200877.500000 Penalty: 5160.318848
	Iteration 38Q: 3 clusters Score -4200878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -4200876.000000 Penalty: 5160.318848
	Iteration 39Q: 3 clusters Score -4200876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -4200888.000000 Penalty: 5160.318848
	Iteration 40F: 3 clusters Score -4200888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -4200890.500000 Penalty: 5160.318848
	Iteration 41Q: 3 clusters Score -4200890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -4200896.000000 Penalty: 5160.318848
	Iteration 42Q: 3 clusters Score -4200896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -4200900.000000 Penalty: 5160.318848
	Iteration 43Q: 3 clusters Score -4200900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -4200908.000000 Penalty: 5160.318848
	Iteration 44Q: 3 clusters Score -4200908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -4200913.500000 Penalty: 5160.318848
	Iteration 45Q: 3 clusters Score -4200914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -4200915.000000 Penalty: 5160.318848
	Iteration 46Q: 3 clusters Score -4200915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -4200918.500000 Penalty: 5160.318848
	Iteration 47Q: 3 clusters Score -4200918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -4200928.000000 Penalty: 5160.318848
	Iteration 48Q: 3 clusters Score -4200928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -4200936.500000 Penalty: 5160.318848
	Iteration 49Q: 3 clusters Score -4200936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -4200940.000000 Penalty: 5160.318848
	Iteration 50Q: 3 clusters Score -4200940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -4200938.000000 Penalty: 5160.318848
	Iteration 51Q: 3 clusters Score -4200938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -4200939.000000 Penalty: 5160.318848
	Iteration 52Q: 3 clusters Score -4200939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -4200938.000000 Penalty: 5160.318848
	Iteration 53Q: 3 clusters Score -4200938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -4200940.000000 Penalty: 5160.318848
	Iteration 54Q: 3 clusters Score -4200940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -4200942.000000 Penalty: 5160.318848
	Iteration 55Q: 3 clusters Score -4200942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -4200945.500000 Penalty: 5160.318848
	Iteration 56Q: 3 clusters Score -4200946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -4200945.500000 Penalty: 5160.318848
	Iteration 57Q: 3 clusters Score -4200946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -4200946.000000 Penalty: 5160.318848
	Iteration 58Q: 3 clusters Score -4200946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -4200946.000000 Penalty: 5160.318848
	Iteration 59F: 3 clusters Score -4200946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Entering Unmasked Estep 
Score: -6530524.000000 Penalty: 2689.670410
	Iteration 0F: 2 clusters Score -6530524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -6496053.500000 Penalty: 5379.340820
	Iteration 0F: 3 clusters Score -6496054 nChanged 23794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -6509274.500000 Penalty: 5379.340820
	Iteration 1F: 3 clusters Score -6509274 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -6509847.500000 Penalty: 5379.340820
	Iteration 2Q: 3 clusters Score -6509848 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -6510424.500000 Penalty: 5379.340820
	Iteration 3Q: 3 clusters Score -6510424 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -6510968.500000 Penalty: 5379.340820
	Iteration 4Q: 3 clusters Score -6510968 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -6511665.500000 Penalty: 5379.340820
	Iteration 5Q: 3 clusters Score -6511666 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -6512445.500000 Penalty: 5379.340820
	Iteration 6Q: 3 clusters Score -6512446 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -6513332.000000 Penalty: 5379.340820
	Iteration 7Q: 3 clusters Score -6513332 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -6514388.500000 Penalty: 5379.340820
	Iteration 8Q: 3 clusters Score -6514388 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -6515836.000000 Penalty: 5379.340820
	Iteration 9Q: 3 clusters Score -6515836 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -6517579.500000 Penalty: 5379.340820
	Iteration 10F: 3 clusters Score -6517580 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -6519614.000000 Penalty: 5379.340820
	Iteration 11F: 3 clusters Score -6519614 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -6521544.500000 Penalty: 5379.340820
	Iteration 12Q: 3 clusters Score -6521544 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -6522920.500000 Penalty: 5379.340820
	Iteration 13Q: 3 clusters Score -6522920 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -6523645.500000 Penalty: 5379.340820
	Iteration 14Q: 3 clusters Score -6523646 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -6524038.500000 Penalty: 5379.340820
	Iteration 15Q: 3 clusters Score -6524038 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -6524408.500000 Penalty: 5379.340820
	Iteration 16Q: 3 clusters Score -6524408 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -6524683.000000 Penalty: 5379.340820
	Iteration 17Q: 3 clusters Score -6524683 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -6524951.500000 Penalty: 5379.340820
	Iteration 18Q: 3 clusters Score -6524952 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -6525199.000000 Penalty: 5379.340820
	Iteration 19Q: 3 clusters Score -6525199 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -6525460.500000 Penalty: 5379.340820
	Iteration 20F: 3 clusters Score -6525460 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -6525740.000000 Penalty: 5379.340820
	Iteration 21Q: 3 clusters Score -6525740 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -6525954.000000 Penalty: 5379.340820
	Iteration 22Q: 3 clusters Score -6525954 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -6526171.500000 Penalty: 5379.340820
	Iteration 23Q: 3 clusters Score -6526172 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -6526425.500000 Penalty: 5379.340820
	Iteration 24Q: 3 clusters Score -6526426 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -6526601.000000 Penalty: 5379.340820
	Iteration 25Q: 3 clusters Score -6526601 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -6526746.000000 Penalty: 5379.340820
	Iteration 26Q: 3 clusters Score -6526746 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -6526900.500000 Penalty: 5379.340820
	Iteration 27Q: 3 clusters Score -6526900 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -6527065.000000 Penalty: 5379.340820
	Iteration 28Q: 3 clusters Score -6527065 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -6527195.000000 Penalty: 5379.340820
	Iteration 29Q: 3 clusters Score -6527195 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -6527327.500000 Penalty: 5379.340820
	Iteration 30Q: 3 clusters Score -6527328 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -6527433.000000 Penalty: 5379.340820
	Iteration 31Q: 3 clusters Score -6527433 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6527521.000000 Penalty: 5379.340820
	Iteration 32Q: 3 clusters Score -6527521 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -6527621.000000 Penalty: 5379.340820
	Iteration 33Q: 3 clusters Score -6527621 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49607 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6527696.000000 Penalty: 5379.340820
	Iteration 34Q: 3 clusters Score -6527696 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6527796.000000 Penalty: 5379.340820
	Iteration 35Q: 3 clusters Score -6527796 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6527852.000000 Penalty: 5379.340820
	Iteration 36Q: 3 clusters Score -6527852 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6527899.500000 Penalty: 5379.340820
	Iteration 37Q: 3 clusters Score -6527900 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6527944.000000 Penalty: 5379.340820
	Iteration 38Q: 3 clusters Score -6527944 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6527967.500000 Penalty: 5379.340820
	Iteration 39Q: 3 clusters Score -6527968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6527992.000000 Penalty: 5379.340820
	Iteration 40F: 3 clusters Score -6527992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6528011.000000 Penalty: 5379.340820
	Iteration 41Q: 3 clusters Score -6528011 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6528040.000000 Penalty: 5379.340820
	Iteration 42Q: 3 clusters Score -6528040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6528047.500000 Penalty: 5379.340820
	Iteration 43Q: 3 clusters Score -6528048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6528072.000000 Penalty: 5379.340820
	Iteration 44Q: 3 clusters Score -6528072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6528082.500000 Penalty: 5379.340820
	Iteration 45Q: 3 clusters Score -6528082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6528102.000000 Penalty: 5379.340820
	Iteration 46Q: 3 clusters Score -6528102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6528094.500000 Penalty: 5379.340820
	Iteration 47Q: 3 clusters Score -6528094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6528102.500000 Penalty: 5379.340820
	Iteration 48Q: 3 clusters Score -6528102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6528106.000000 Penalty: 5379.340820
	Iteration 49Q: 3 clusters Score -6528106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6528113.000000 Penalty: 5379.340820
	Iteration 50Q: 3 clusters Score -6528113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6528135.500000 Penalty: 5379.340820
	Iteration 51Q: 3 clusters Score -6528136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6528136.000000 Penalty: 5379.340820
	Iteration 52Q: 3 clusters Score -6528136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6528149.000000 Penalty: 5379.340820
	Iteration 53Q: 3 clusters Score -6528149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6528147.500000 Penalty: 5379.340820
	Iteration 54Q: 3 clusters Score -6528148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6528145.500000 Penalty: 5379.340820
	Iteration 55Q: 3 clusters Score -6528146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6528158.000000 Penalty: 5379.340820
	Iteration 56Q: 3 clusters Score -6528158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6528164.500000 Penalty: 5379.340820
	Iteration 57Q: 3 clusters Score -6528164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6528170.000000 Penalty: 5379.340820
	Iteration 58Q: 3 clusters Score -6528170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6528169.500000 Penalty: 5379.340820
	Iteration 59Q: 3 clusters Score -6528170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50552 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6528174.500000 Penalty: 5379.340820
	Iteration 60F: 3 clusters Score -6528174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6528179.000000 Penalty: 5379.340820
	Iteration 61Q: 3 clusters Score -6528179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6528179.500000 Penalty: 5379.340820
	Iteration 62Q: 3 clusters Score -6528180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6528182.000000 Penalty: 5379.340820
	Iteration 63Q: 3 clusters Score -6528182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6528183.500000 Penalty: 5379.340820
	Iteration 64Q: 3 clusters Score -6528184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6528183.500000 Penalty: 5379.340820
	Iteration 65F: 3 clusters Score -6528184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (162107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162107 members 
Entering Unmasked Estep 
Score: -20505458.000000 Penalty: 2975.010986
	Iteration 0F: 2 clusters Score -2.050546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80570 members 
Mstep: Class 2 contains 81537 members 
Entering Unmasked Estep 
Score: -20396912.000000 Penalty: 5950.021973
	Iteration 0F: 3 clusters Score -2.039691e+07 nChanged 77771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70699 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
Score: -20444320.000000 Penalty: 5950.021973
	Iteration 1F: 3 clusters Score -2.044432e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64296 members 
Mstep: Class 2 contains 97811 members 
Entering Unmasked Estep 
Score: -20448218.000000 Penalty: 5950.021973
	Iteration 2Q: 3 clusters Score -2.044822e+07 nChanged 10417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 106822 members 
Entering Unmasked Estep 
Score: -20454478.000000 Penalty: 5950.021973
	Iteration 3F: 3 clusters Score -2.045448e+07 nChanged 12997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 118685 members 
Entering Unmasked Estep 
Score: -20464716.000000 Penalty: 5950.021973
	Iteration 4F: 3 clusters Score -2.046472e+07 nChanged 13603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 131482 members 
Entering Unmasked Estep 
Score: -20477188.000000 Penalty: 5950.021973
	Iteration 5F: 3 clusters Score -2.047719e+07 nChanged 11122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 142056 members 
Entering Unmasked Estep 
Score: -20488462.000000 Penalty: 5950.021973
	Iteration 6F: 3 clusters Score -2.048846e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 148871 members 
Entering Unmasked Estep 
Score: -20495446.000000 Penalty: 5950.021973
	Iteration 7Q: 3 clusters Score -2.049545e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 152529 members 
Entering Unmasked Estep 
Score: -20498762.000000 Penalty: 5950.021973
	Iteration 8Q: 3 clusters Score -2.049876e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 154619 members 
Entering Unmasked Estep 
Score: -20500506.000000 Penalty: 5950.021973
	Iteration 9Q: 3 clusters Score -2.050051e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 156040 members 
Entering Unmasked Estep 
Score: -20501378.000000 Penalty: 5950.021973
	Iteration 10Q: 3 clusters Score -2.050138e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 157071 members 
Entering Unmasked Estep 
Score: -20502010.000000 Penalty: 5950.021973
	Iteration 11Q: 3 clusters Score -2.050201e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 157849 members 
Entering Unmasked Estep 
Score: -20502498.000000 Penalty: 5950.021973
	Iteration 12Q: 3 clusters Score -2.05025e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 158482 members 
Entering Unmasked Estep 
Score: -20502790.000000 Penalty: 5950.021973
	Iteration 13Q: 3 clusters Score -2.050279e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 158965 members 
Entering Unmasked Estep 
Score: -20502934.000000 Penalty: 5950.021973
	Iteration 14Q: 3 clusters Score -2.050293e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 159340 members 
Entering Unmasked Estep 
Score: -20503078.000000 Penalty: 5950.021973
	Iteration 15Q: 3 clusters Score -2.050308e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 159635 members 
Entering Unmasked Estep 
Score: -20503170.000000 Penalty: 5950.021973
	Iteration 16Q: 3 clusters Score -2.050317e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 159906 members 
Entering Unmasked Estep 
Score: -20503334.000000 Penalty: 5950.021973
	Iteration 17Q: 3 clusters Score -2.050333e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 160084 members 
Entering Unmasked Estep 
Score: -20503400.000000 Penalty: 5950.021973
	Iteration 18Q: 3 clusters Score -2.05034e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 160253 members 
Entering Unmasked Estep 
Score: -20503416.000000 Penalty: 5950.021973
	Iteration 19Q: 3 clusters Score -2.050342e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 160379 members 
Entering Unmasked Estep 
Score: -20503450.000000 Penalty: 5950.021973
	Iteration 20F: 3 clusters Score -2.050345e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 160483 members 
Entering Unmasked Estep 
Score: -20503482.000000 Penalty: 5950.021973
	Iteration 21Q: 3 clusters Score -2.050348e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 160578 members 
Entering Unmasked Estep 
Score: -20503502.000000 Penalty: 5950.021973
	Iteration 22Q: 3 clusters Score -2.05035e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 160646 members 
Entering Unmasked Estep 
Score: -20503536.000000 Penalty: 5950.021973
	Iteration 23Q: 3 clusters Score -2.050354e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 160704 members 
Entering Unmasked Estep 
Score: -20503562.000000 Penalty: 5950.021973
	Iteration 24Q: 3 clusters Score -2.050356e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 160755 members 
Entering Unmasked Estep 
Score: -20503618.000000 Penalty: 5950.021973
	Iteration 25Q: 3 clusters Score -2.050362e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 160787 members 
Entering Unmasked Estep 
Score: -20503626.000000 Penalty: 5950.021973
	Iteration 26Q: 3 clusters Score -2.050363e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 160813 members 
Entering Unmasked Estep 
Score: -20503646.000000 Penalty: 5950.021973
	Iteration 27Q: 3 clusters Score -2.050365e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 160834 members 
Entering Unmasked Estep 
Score: -20503642.000000 Penalty: 5950.021973
	Iteration 28Q: 3 clusters Score -2.050364e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 160850 members 
Entering Unmasked Estep 
Score: -20503630.000000 Penalty: 5950.021973
	Iteration 29Q: 3 clusters Score -2.050363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 160857 members 
Entering Unmasked Estep 
Score: -20503656.000000 Penalty: 5950.021973
	Iteration 30Q: 3 clusters Score -2.050366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 160868 members 
Entering Unmasked Estep 
Score: -20503668.000000 Penalty: 5950.021973
	Iteration 31Q: 3 clusters Score -2.050367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 160882 members 
Entering Unmasked Estep 
Score: -20503664.000000 Penalty: 5950.021973
	Iteration 32Q: 3 clusters Score -2.050366e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 160900 members 
Entering Unmasked Estep 
Score: -20503682.000000 Penalty: 5950.021973
	Iteration 33Q: 3 clusters Score -2.050368e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 160915 members 
Entering Unmasked Estep 
Score: -20503672.000000 Penalty: 5950.021973
	Iteration 34Q: 3 clusters Score -2.050367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 160923 members 
Entering Unmasked Estep 
Score: -20503690.000000 Penalty: 5950.021973
	Iteration 35Q: 3 clusters Score -2.050369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 160931 members 
Entering Unmasked Estep 
Score: -20503684.000000 Penalty: 5950.021973
	Iteration 36Q: 3 clusters Score -2.050368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 160936 members 
Entering Unmasked Estep 
Score: -20503670.000000 Penalty: 5950.021973
	Iteration 37Q: 3 clusters Score -2.050367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 160940 members 
Entering Unmasked Estep 
Score: -20503680.000000 Penalty: 5950.021973
	Iteration 38Q: 3 clusters Score -2.050368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 160945 members 
Entering Unmasked Estep 
Score: -20503666.000000 Penalty: 5950.021973
	Iteration 39Q: 3 clusters Score -2.050367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 160950 members 
Entering Unmasked Estep 
Score: -20503692.000000 Penalty: 5950.021973
	Iteration 40F: 3 clusters Score -2.050369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 160956 members 
Entering Unmasked Estep 
Score: -20503692.000000 Penalty: 5950.021973
	Iteration 41Q: 3 clusters Score -2.050369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 160960 members 
Entering Unmasked Estep 
Score: -20503682.000000 Penalty: 5950.021973
	Iteration 42Q: 3 clusters Score -2.050368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 160961 members 
Entering Unmasked Estep 
Score: -20503692.000000 Penalty: 5950.021973
	Iteration 43Q: 3 clusters Score -2.050369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 160962 members 
Entering Unmasked Estep 
Score: -20503682.000000 Penalty: 5950.021973
	Iteration 44Q: 3 clusters Score -2.050368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 160961 members 
Entering Unmasked Estep 
Score: -20503686.000000 Penalty: 5950.021973
	Iteration 45Q: 3 clusters Score -2.050369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 160960 members 
Entering Unmasked Estep 
Score: -20503684.000000 Penalty: 5950.021973
	Iteration 46Q: 3 clusters Score -2.050368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 160961 members 
Entering Unmasked Estep 
Score: -20503692.000000 Penalty: 5950.021973
	Iteration 47Q: 3 clusters Score -2.050369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 160964 members 
Entering Unmasked Estep 
Score: -20503708.000000 Penalty: 5950.021973
	Iteration 48Q: 3 clusters Score -2.050371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 160965 members 
Entering Unmasked Estep 
Score: -20503702.000000 Penalty: 5950.021973
	Iteration 49Q: 3 clusters Score -2.05037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 160967 members 
Entering Unmasked Estep 
Score: -20503702.000000 Penalty: 5950.021973
	Iteration 50Q: 3 clusters Score -2.05037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 160968 members 
Entering Unmasked Estep 
Score: -20503702.000000 Penalty: 5950.021973
	Iteration 51Q: 3 clusters Score -2.05037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 160969 members 
Entering Unmasked Estep 
Score: -20503694.000000 Penalty: 5950.021973
	Iteration 52Q: 3 clusters Score -2.050369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 160970 members 
Entering Unmasked Estep 
Score: -20503698.000000 Penalty: 5950.021973
	Iteration 53Q: 3 clusters Score -2.05037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 160970 members 
Entering Unmasked Estep 
Score: -20503698.000000 Penalty: 5950.021973
	Iteration 54F: 3 clusters Score -2.05037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 64631 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46609 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175524 members 
Mstep: Class 13 contains 176887 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226659 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32987 members 
Mstep: Class 18 contains 51300 members 
Mstep: Class 19 contains 162107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294848.000000 Penalty: 64930.714844
Iteration 239Q: 20 clusters Score -1.192948e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64627 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46609 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175528 members 
Mstep: Class 13 contains 176891 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226652 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32989 members 
Mstep: Class 18 contains 51299 members 
Mstep: Class 19 contains 162110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294864.000000 Penalty: 64930.714844
Iteration 240F: 20 clusters Score -1.192949e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64626 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46611 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175528 members 
Mstep: Class 13 contains 176895 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226650 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32990 members 
Mstep: Class 18 contains 51298 members 
Mstep: Class 19 contains 162107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294944.000000 Penalty: 64930.714844
Iteration 241Q: 20 clusters Score -1.192949e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46612 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175532 members 
Mstep: Class 13 contains 176896 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226649 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32989 members 
Mstep: Class 18 contains 51298 members 
Mstep: Class 19 contains 162104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294992.000000 Penalty: 64930.714844
Iteration 242Q: 20 clusters Score -1.19295e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64623 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46611 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175532 members 
Mstep: Class 13 contains 176900 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226648 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32989 members 
Mstep: Class 18 contains 51296 members 
Mstep: Class 19 contains 162106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295000.000000 Penalty: 64930.714844
Iteration 243Q: 20 clusters Score -1.19295e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64623 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46609 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175531 members 
Mstep: Class 13 contains 176901 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226644 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32990 members 
Mstep: Class 18 contains 51296 members 
Mstep: Class 19 contains 162111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294920.000000 Penalty: 64930.714844
Iteration 244Q: 20 clusters Score -1.192949e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64623 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46608 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175533 members 
Mstep: Class 13 contains 176903 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226638 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32992 members 
Mstep: Class 18 contains 51295 members 
Mstep: Class 19 contains 162113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294992.000000 Penalty: 64930.714844
Iteration 245Q: 20 clusters Score -1.19295e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64623 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46608 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175531 members 
Mstep: Class 13 contains 176906 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226636 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32992 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294992.000000 Penalty: 64930.714844
Iteration 246Q: 20 clusters Score -1.19295e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64623 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46608 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175526 members 
Mstep: Class 13 contains 176908 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226633 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32992 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294952.000000 Penalty: 64930.714844
Iteration 247Q: 20 clusters Score -1.19295e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64623 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46607 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175530 members 
Mstep: Class 13 contains 176909 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226630 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32992 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294888.000000 Penalty: 64930.714844
Iteration 248Q: 20 clusters Score -1.192949e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64623 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46606 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175535 members 
Mstep: Class 13 contains 176908 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226624 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32993 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295016.000000 Penalty: 64930.714844
Iteration 249Q: 20 clusters Score -1.19295e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64623 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46605 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175535 members 
Mstep: Class 13 contains 176910 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226623 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32992 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295064.000000 Penalty: 64930.714844
Iteration 250Q: 20 clusters Score -1.192951e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64622 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46603 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175537 members 
Mstep: Class 13 contains 176913 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226618 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32993 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295024.000000 Penalty: 64930.714844
Iteration 251Q: 20 clusters Score -1.19295e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64622 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46602 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175540 members 
Mstep: Class 13 contains 176913 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226612 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32994 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294992.000000 Penalty: 64930.714844
Iteration 252Q: 20 clusters Score -1.19295e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64622 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46602 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175542 members 
Mstep: Class 13 contains 176917 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226606 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32995 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295016.000000 Penalty: 64930.714844
Iteration 253Q: 20 clusters Score -1.19295e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64622 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46602 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175545 members 
Mstep: Class 13 contains 176918 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226600 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32995 members 
Mstep: Class 18 contains 51298 members 
Mstep: Class 19 contains 162125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295040.000000 Penalty: 64930.714844
Iteration 254Q: 20 clusters Score -1.19295e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64624 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46602 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175551 members 
Mstep: Class 13 contains 176912 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226596 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32996 members 
Mstep: Class 18 contains 51298 members 
Mstep: Class 19 contains 162126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294992.000000 Penalty: 64930.714844
Iteration 255Q: 20 clusters Score -1.19295e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64624 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46602 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175556 members 
Mstep: Class 13 contains 176907 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226598 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32996 members 
Mstep: Class 18 contains 51298 members 
Mstep: Class 19 contains 162124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294992.000000 Penalty: 64930.714844
Iteration 256Q: 20 clusters Score -1.19295e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64622 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46601 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175557 members 
Mstep: Class 13 contains 176907 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226600 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32996 members 
Mstep: Class 18 contains 51298 members 
Mstep: Class 19 contains 162124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294992.000000 Penalty: 64930.714844
Iteration 257Q: 20 clusters Score -1.19295e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64622 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46601 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175565 members 
Mstep: Class 13 contains 176904 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226598 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32996 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294968.000000 Penalty: 64930.714844
Iteration 258Q: 20 clusters Score -1.19295e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64622 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46601 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175561 members 
Mstep: Class 13 contains 176906 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226597 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 32996 members 
Mstep: Class 18 contains 51298 members 
Mstep: Class 19 contains 162124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294952.000000 Penalty: 64930.714844
Iteration 259Q: 20 clusters Score -1.19295e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46600 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175560 members 
Mstep: Class 13 contains 176904 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226597 members 
Mstep: Class 16 contains 7367 members 
Mstep: Class 17 contains 32996 members 
Mstep: Class 18 contains 51298 members 
Mstep: Class 19 contains 162126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295080.000000 Penalty: 64930.714844
Iteration 260F: 20 clusters Score -1.192951e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64627 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175560 members 
Mstep: Class 13 contains 176899 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226597 members 
Mstep: Class 16 contains 7365 members 
Mstep: Class 17 contains 32996 members 
Mstep: Class 18 contains 51299 members 
Mstep: Class 19 contains 162131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295056.000000 Penalty: 64930.714844
Iteration 261Q: 20 clusters Score -1.192951e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64628 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175566 members 
Mstep: Class 13 contains 176896 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226591 members 
Mstep: Class 16 contains 7364 members 
Mstep: Class 17 contains 32995 members 
Mstep: Class 18 contains 51300 members 
Mstep: Class 19 contains 162134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295032.000000 Penalty: 64930.714844
Iteration 262Q: 20 clusters Score -1.19295e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64629 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46600 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175572 members 
Mstep: Class 13 contains 176894 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226587 members 
Mstep: Class 16 contains 7362 members 
Mstep: Class 17 contains 32995 members 
Mstep: Class 18 contains 51300 members 
Mstep: Class 19 contains 162134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295000.000000 Penalty: 64930.714844
Iteration 263Q: 20 clusters Score -1.19295e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64630 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46598 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175571 members 
Mstep: Class 13 contains 176900 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226582 members 
Mstep: Class 16 contains 7361 members 
Mstep: Class 17 contains 32996 members 
Mstep: Class 18 contains 51300 members 
Mstep: Class 19 contains 162135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295000.000000 Penalty: 64930.714844
Iteration 264Q: 20 clusters Score -1.19295e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64628 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175561 members 
Mstep: Class 13 contains 176906 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226583 members 
Mstep: Class 16 contains 7361 members 
Mstep: Class 17 contains 32997 members 
Mstep: Class 18 contains 51301 members 
Mstep: Class 19 contains 162137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295024.000000 Penalty: 64930.714844
Iteration 265Q: 20 clusters Score -1.19295e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64627 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175559 members 
Mstep: Class 13 contains 176908 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226584 members 
Mstep: Class 16 contains 7361 members 
Mstep: Class 17 contains 32997 members 
Mstep: Class 18 contains 51301 members 
Mstep: Class 19 contains 162137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294976.000000 Penalty: 64930.714844
Iteration 266Q: 20 clusters Score -1.19295e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46600 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175559 members 
Mstep: Class 13 contains 176909 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226585 members 
Mstep: Class 16 contains 7361 members 
Mstep: Class 17 contains 32996 members 
Mstep: Class 18 contains 51299 members 
Mstep: Class 19 contains 162139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294992.000000 Penalty: 64930.714844
Iteration 267Q: 20 clusters Score -1.19295e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176908 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226585 members 
Mstep: Class 16 contains 7361 members 
Mstep: Class 17 contains 32996 members 
Mstep: Class 18 contains 51298 members 
Mstep: Class 19 contains 162138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294952.000000 Penalty: 64930.714844
Iteration 268Q: 20 clusters Score -1.19295e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175565 members 
Mstep: Class 13 contains 176907 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226586 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32996 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294976.000000 Penalty: 64930.714844
Iteration 269Q: 20 clusters Score -1.19295e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46598 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175562 members 
Mstep: Class 13 contains 176912 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226583 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32997 members 
Mstep: Class 18 contains 51298 members 
Mstep: Class 19 contains 162138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294992.000000 Penalty: 64930.714844
Iteration 270Q: 20 clusters Score -1.19295e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46598 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175564 members 
Mstep: Class 13 contains 176911 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226580 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32998 members 
Mstep: Class 18 contains 51298 members 
Mstep: Class 19 contains 162139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294976.000000 Penalty: 64930.714844
Iteration 271Q: 20 clusters Score -1.19295e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46598 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176911 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226578 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32998 members 
Mstep: Class 18 contains 51298 members 
Mstep: Class 19 contains 162142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294992.000000 Penalty: 64930.714844
Iteration 272Q: 20 clusters Score -1.19295e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46598 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175566 members 
Mstep: Class 13 contains 176909 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226576 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32998 members 
Mstep: Class 18 contains 51298 members 
Mstep: Class 19 contains 162143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295008.000000 Penalty: 64930.714844
Iteration 273Q: 20 clusters Score -1.19295e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175565 members 
Mstep: Class 13 contains 176911 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226572 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32998 members 
Mstep: Class 18 contains 51298 members 
Mstep: Class 19 contains 162145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294984.000000 Penalty: 64930.714844
Iteration 274Q: 20 clusters Score -1.19295e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175564 members 
Mstep: Class 13 contains 176914 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32998 members 
Mstep: Class 18 contains 51298 members 
Mstep: Class 19 contains 162145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294928.000000 Penalty: 64930.714844
Iteration 275Q: 20 clusters Score -1.192949e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175564 members 
Mstep: Class 13 contains 176913 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32998 members 
Mstep: Class 18 contains 51298 members 
Mstep: Class 19 contains 162146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294984.000000 Penalty: 64930.714844
Iteration 276Q: 20 clusters Score -1.19295e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175564 members 
Mstep: Class 13 contains 176914 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294968.000000 Penalty: 64930.714844
Iteration 277Q: 20 clusters Score -1.19295e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175562 members 
Mstep: Class 13 contains 176916 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294992.000000 Penalty: 64930.714844
Iteration 278Q: 20 clusters Score -1.19295e+08 nChanged 1
Entering ConstructFrom: 
Score: -119294992.000000 Penalty: 64930.714844
Entering ConstructFrom: 
Trying to split cluster 1 (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: -812294.250000 Penalty: 2193.931152
	Iteration 0F: 2 clusters Score -812294.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -806520.937500 Penalty: 4387.862305
	Iteration 0F: 3 clusters Score -806520.9 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -808163.312500 Penalty: 4387.862305
	Iteration 1F: 3 clusters Score -808163.3 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -808594.250000 Penalty: 4387.862305
	Iteration 2F: 3 clusters Score -808594.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -808961.437500 Penalty: 4387.862305
	Iteration 3F: 3 clusters Score -808961.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -809304.500000 Penalty: 4387.862305
	Iteration 4F: 3 clusters Score -809304.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -809610.937500 Penalty: 4387.862305
	Iteration 5F: 3 clusters Score -809610.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -809858.125000 Penalty: 4387.862305
	Iteration 6F: 3 clusters Score -809858.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -810061.187500 Penalty: 4387.862305
	Iteration 7Q: 3 clusters Score -810061.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -810198.750000 Penalty: 4387.862305
	Iteration 8Q: 3 clusters Score -810198.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -810296.500000 Penalty: 4387.862305
	Iteration 9Q: 3 clusters Score -810296.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -810373.437500 Penalty: 4387.862305
	Iteration 10Q: 3 clusters Score -810373.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -810434.500000 Penalty: 4387.862305
	Iteration 11Q: 3 clusters Score -810434.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -810512.437500 Penalty: 4387.862305
	Iteration 12Q: 3 clusters Score -810512.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -810566.687500 Penalty: 4387.862305
	Iteration 13Q: 3 clusters Score -810566.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -810612.875000 Penalty: 4387.862305
	Iteration 14Q: 3 clusters Score -810612.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -810647.875000 Penalty: 4387.862305
	Iteration 15Q: 3 clusters Score -810647.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -810685.562500 Penalty: 4387.862305
	Iteration 16Q: 3 clusters Score -810685.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -810718.625000 Penalty: 4387.862305
	Iteration 17Q: 3 clusters Score -810718.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -810749.250000 Penalty: 4387.862305
	Iteration 18Q: 3 clusters Score -810749.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -810777.000000 Penalty: 4387.862305
	Iteration 19Q: 3 clusters Score -810777 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -810809.062500 Penalty: 4387.862305
	Iteration 20F: 3 clusters Score -810809.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -810842.000000 Penalty: 4387.862305
	Iteration 21Q: 3 clusters Score -810842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -810876.500000 Penalty: 4387.862305
	Iteration 22Q: 3 clusters Score -810876.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -810907.375000 Penalty: 4387.862305
	Iteration 23Q: 3 clusters Score -810907.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -810934.812500 Penalty: 4387.862305
	Iteration 24Q: 3 clusters Score -810934.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -810959.375000 Penalty: 4387.862305
	Iteration 25Q: 3 clusters Score -810959.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -810986.125000 Penalty: 4387.862305
	Iteration 26Q: 3 clusters Score -810986.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -811018.250000 Penalty: 4387.862305
	Iteration 27Q: 3 clusters Score -811018.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -811052.125000 Penalty: 4387.862305
	Iteration 28Q: 3 clusters Score -811052.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -811098.000000 Penalty: 4387.862305
	Iteration 29Q: 3 clusters Score -811098 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -811160.812500 Penalty: 4387.862305
	Iteration 30Q: 3 clusters Score -811160.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -811225.750000 Penalty: 4387.862305
	Iteration 31Q: 3 clusters Score -811225.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -811286.375000 Penalty: 4387.862305
	Iteration 32Q: 3 clusters Score -811286.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -811316.125000 Penalty: 4387.862305
	Iteration 33Q: 3 clusters Score -811316.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -811346.062500 Penalty: 4387.862305
	Iteration 34Q: 3 clusters Score -811346.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -811379.812500 Penalty: 4387.862305
	Iteration 35Q: 3 clusters Score -811379.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -811399.000000 Penalty: 4387.862305
	Iteration 36Q: 3 clusters Score -811399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -811407.125000 Penalty: 4387.862305
	Iteration 37Q: 3 clusters Score -811407.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -811412.562500 Penalty: 4387.862305
	Iteration 38Q: 3 clusters Score -811412.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -811421.687500 Penalty: 4387.862305
	Iteration 39Q: 3 clusters Score -811421.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -811455.875000 Penalty: 4387.862305
	Iteration 40F: 3 clusters Score -811455.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -811524.187500 Penalty: 4387.862305
	Iteration 41Q: 3 clusters Score -811524.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -811541.687500 Penalty: 4387.862305
	Iteration 42Q: 3 clusters Score -811541.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -811546.625000 Penalty: 4387.862305
	Iteration 43Q: 3 clusters Score -811546.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -811548.125000 Penalty: 4387.862305
	Iteration 44Q: 3 clusters Score -811548.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -811549.500000 Penalty: 4387.862305
	Iteration 45Q: 3 clusters Score -811549.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -811549.500000 Penalty: 4387.862305
	Iteration 46F: 3 clusters Score -811549.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (64625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64625 members 
Entering Unmasked Estep 
Score: -7937374.000000 Penalty: 2746.936523
	Iteration 0F: 2 clusters Score -7937374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -7894127.000000 Penalty: 5493.873047
	Iteration 0F: 3 clusters Score -7894127 nChanged 30213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -7910920.500000 Penalty: 5493.873047
	Iteration 1F: 3 clusters Score -7910920 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -7911436.000000 Penalty: 5493.873047
	Iteration 2Q: 3 clusters Score -7911436 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -7911948.500000 Penalty: 5493.873047
	Iteration 3Q: 3 clusters Score -7911948 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -7912515.000000 Penalty: 5493.873047
	Iteration 4Q: 3 clusters Score -7912515 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -7913184.000000 Penalty: 5493.873047
	Iteration 5Q: 3 clusters Score -7913184 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -7914344.000000 Penalty: 5493.873047
	Iteration 6Q: 3 clusters Score -7914344 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -7916055.000000 Penalty: 5493.873047
	Iteration 7F: 3 clusters Score -7916055 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -7918898.000000 Penalty: 5493.873047
	Iteration 8F: 3 clusters Score -7918898 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -7923068.500000 Penalty: 5493.873047
	Iteration 9F: 3 clusters Score -7923068 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -7927702.500000 Penalty: 5493.873047
	Iteration 10F: 3 clusters Score -7927702 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 60925 members 
Entering Unmasked Estep 
Score: -7931595.500000 Penalty: 5493.873047
	Iteration 11F: 3 clusters Score -7931596 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 62944 members 
Entering Unmasked Estep 
Score: -7933688.500000 Penalty: 5493.873047
	Iteration 12Q: 3 clusters Score -7933688 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 63663 members 
Entering Unmasked Estep 
Score: -7934551.000000 Penalty: 5493.873047
	Iteration 13Q: 3 clusters Score -7934551 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 63893 members 
Entering Unmasked Estep 
Score: -7934863.000000 Penalty: 5493.873047
	Iteration 14Q: 3 clusters Score -7934863 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 63979 members 
Entering Unmasked Estep 
Score: -7935010.000000 Penalty: 5493.873047
	Iteration 15Q: 3 clusters Score -7935010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -7935114.500000 Penalty: 5493.873047
	Iteration 16Q: 3 clusters Score -7935114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -7935164.000000 Penalty: 5493.873047
	Iteration 17Q: 3 clusters Score -7935164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 64026 members 
Entering Unmasked Estep 
Score: -7935188.000000 Penalty: 5493.873047
	Iteration 18Q: 3 clusters Score -7935188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -7935198.500000 Penalty: 5493.873047
	Iteration 19Q: 3 clusters Score -7935198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -7935216.000000 Penalty: 5493.873047
	Iteration 20F: 3 clusters Score -7935216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 64050 members 
Entering Unmasked Estep 
Score: -7935230.000000 Penalty: 5493.873047
	Iteration 21Q: 3 clusters Score -7935230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 64050 members 
Entering Unmasked Estep 
Score: -7935251.500000 Penalty: 5493.873047
	Iteration 22Q: 3 clusters Score -7935252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 64047 members 
Entering Unmasked Estep 
Score: -7935259.000000 Penalty: 5493.873047
	Iteration 23Q: 3 clusters Score -7935259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 64045 members 
Entering Unmasked Estep 
Score: -7935263.000000 Penalty: 5493.873047
	Iteration 24Q: 3 clusters Score -7935263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 64049 members 
Entering Unmasked Estep 
Score: -7935266.500000 Penalty: 5493.873047
	Iteration 25Q: 3 clusters Score -7935266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -7935272.500000 Penalty: 5493.873047
	Iteration 26Q: 3 clusters Score -7935272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 64054 members 
Entering Unmasked Estep 
Score: -7935275.500000 Penalty: 5493.873047
	Iteration 27Q: 3 clusters Score -7935276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -7935275.000000 Penalty: 5493.873047
	Iteration 28Q: 3 clusters Score -7935275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 64054 members 
Entering Unmasked Estep 
Score: -7935277.500000 Penalty: 5493.873047
	Iteration 29Q: 3 clusters Score -7935278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -7935276.000000 Penalty: 5493.873047
	Iteration 30Q: 3 clusters Score -7935276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
Score: -7935276.000000 Penalty: 5493.873047
	Iteration 31Q: 3 clusters Score -7935276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 64060 members 
Entering Unmasked Estep 
Score: -7935285.000000 Penalty: 5493.873047
	Iteration 32Q: 3 clusters Score -7935285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -7935283.000000 Penalty: 5493.873047
	Iteration 33Q: 3 clusters Score -7935283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -7935284.500000 Penalty: 5493.873047
	Iteration 34Q: 3 clusters Score -7935284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -7935284.500000 Penalty: 5493.873047
	Iteration 35F: 3 clusters Score -7935284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -60577.042969 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -60577.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59137.769531 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -59137.77 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59400.085938 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -59400.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59488.097656 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -59488.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59555.671875 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -59555.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59618.160156 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -59618.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59652.343750 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -59652.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59703.042969 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -59703.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59743.488281 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -59743.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59779.734375 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -59779.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59801.121094 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -59801.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59816.847656 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -59816.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59823.394531 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -59823.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59825.648438 Penalty: 3127.006592
	Iteration 12Q: 3 clusters Score -59825.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59828.226562 Penalty: 3127.006592
	Iteration 13Q: 3 clusters Score -59828.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59832.824219 Penalty: 3127.006592
	Iteration 14Q: 3 clusters Score -59832.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59832.824219 Penalty: 3127.006592
	Iteration 15F: 3 clusters Score -59832.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Entering Unmasked Estep 
Score: -5922546.500000 Penalty: 2665.834961
	Iteration 0F: 2 clusters Score -5922546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -5891030.500000 Penalty: 5331.669922
	Iteration 0F: 3 clusters Score -5891030 nChanged 21525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -5903255.000000 Penalty: 5331.669922
	Iteration 1F: 3 clusters Score -5903255 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -5904066.500000 Penalty: 5331.669922
	Iteration 2Q: 3 clusters Score -5904066 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -5905336.000000 Penalty: 5331.669922
	Iteration 3F: 3 clusters Score -5905336 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -5907510.500000 Penalty: 5331.669922
	Iteration 4F: 3 clusters Score -5907510 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -5910799.000000 Penalty: 5331.669922
	Iteration 5F: 3 clusters Score -5910799 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -5914513.500000 Penalty: 5331.669922
	Iteration 6F: 3 clusters Score -5914514 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -5917415.500000 Penalty: 5331.669922
	Iteration 7F: 3 clusters Score -5917416 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -5919214.500000 Penalty: 5331.669922
	Iteration 8Q: 3 clusters Score -5919214 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -5920060.000000 Penalty: 5331.669922
	Iteration 9Q: 3 clusters Score -5920060 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -5920496.000000 Penalty: 5331.669922
	Iteration 10Q: 3 clusters Score -5920496 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -5920742.500000 Penalty: 5331.669922
	Iteration 11Q: 3 clusters Score -5920742 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -5920860.000000 Penalty: 5331.669922
	Iteration 12Q: 3 clusters Score -5920860 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -5920943.000000 Penalty: 5331.669922
	Iteration 13Q: 3 clusters Score -5920943 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -5920993.000000 Penalty: 5331.669922
	Iteration 14Q: 3 clusters Score -5920993 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -5921018.500000 Penalty: 5331.669922
	Iteration 15Q: 3 clusters Score -5921018 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5921032.500000 Penalty: 5331.669922
	Iteration 16Q: 3 clusters Score -5921032 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -5921048.000000 Penalty: 5331.669922
	Iteration 17Q: 3 clusters Score -5921048 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -5921064.500000 Penalty: 5331.669922
	Iteration 18Q: 3 clusters Score -5921064 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5921089.000000 Penalty: 5331.669922
	Iteration 19Q: 3 clusters Score -5921089 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -5921100.000000 Penalty: 5331.669922
	Iteration 20F: 3 clusters Score -5921100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5921109.500000 Penalty: 5331.669922
	Iteration 21Q: 3 clusters Score -5921110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5921114.500000 Penalty: 5331.669922
	Iteration 22Q: 3 clusters Score -5921114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -5921115.000000 Penalty: 5331.669922
	Iteration 23Q: 3 clusters Score -5921115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5921115.000000 Penalty: 5331.669922
	Iteration 24Q: 3 clusters Score -5921115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -5921116.500000 Penalty: 5331.669922
	Iteration 25Q: 3 clusters Score -5921116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -5921120.000000 Penalty: 5331.669922
	Iteration 26Q: 3 clusters Score -5921120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5921117.000000 Penalty: 5331.669922
	Iteration 27Q: 3 clusters Score -5921117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5921121.500000 Penalty: 5331.669922
	Iteration 28Q: 3 clusters Score -5921122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5921123.500000 Penalty: 5331.669922
	Iteration 29Q: 3 clusters Score -5921124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5921123.500000 Penalty: 5331.669922
	Iteration 30Q: 3 clusters Score -5921124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5921125.500000 Penalty: 5331.669922
	Iteration 31Q: 3 clusters Score -5921126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5921138.500000 Penalty: 5331.669922
	Iteration 32Q: 3 clusters Score -5921138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5921141.500000 Penalty: 5331.669922
	Iteration 33Q: 3 clusters Score -5921142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5921134.500000 Penalty: 5331.669922
	Iteration 34Q: 3 clusters Score -5921134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5921133.000000 Penalty: 5331.669922
	Iteration 35Q: 3 clusters Score -5921133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5921135.500000 Penalty: 5331.669922
	Iteration 36Q: 3 clusters Score -5921136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5921135.500000 Penalty: 5331.669922
	Iteration 37Q: 3 clusters Score -5921136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5921133.000000 Penalty: 5331.669922
	Iteration 38Q: 3 clusters Score -5921133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5921133.500000 Penalty: 5331.669922
	Iteration 39Q: 3 clusters Score -5921134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5921140.000000 Penalty: 5331.669922
	Iteration 40F: 3 clusters Score -5921140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5921139.000000 Penalty: 5331.669922
	Iteration 41Q: 3 clusters Score -5921139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5921139.500000 Penalty: 5331.669922
	Iteration 42Q: 3 clusters Score -5921140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5921143.000000 Penalty: 5331.669922
	Iteration 43Q: 3 clusters Score -5921143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5921145.500000 Penalty: 5331.669922
	Iteration 44Q: 3 clusters Score -5921146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5921147.500000 Penalty: 5331.669922
	Iteration 45Q: 3 clusters Score -5921148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5921147.500000 Penalty: 5331.669922
	Iteration 46F: 3 clusters Score -5921148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Entering Unmasked Estep 
Score: -359129.500000 Penalty: 1984.086548
	Iteration 0F: 2 clusters Score -359129.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -355909.562500 Penalty: 3968.173096
	Iteration 0F: 3 clusters Score -355909.6 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -356606.875000 Penalty: 3968.173096
	Iteration 1F: 3 clusters Score -356606.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -356816.562500 Penalty: 3968.173096
	Iteration 2F: 3 clusters Score -356816.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -356945.312500 Penalty: 3968.173096
	Iteration 3Q: 3 clusters Score -356945.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -357060.781250 Penalty: 3968.173096
	Iteration 4Q: 3 clusters Score -357060.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -357209.843750 Penalty: 3968.173096
	Iteration 5Q: 3 clusters Score -357209.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -357426.343750 Penalty: 3968.173096
	Iteration 6Q: 3 clusters Score -357426.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -357728.000000 Penalty: 3968.173096
	Iteration 7F: 3 clusters Score -357728 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -358172.031250 Penalty: 3968.173096
	Iteration 8F: 3 clusters Score -358172 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -358703.281250 Penalty: 3968.173096
	Iteration 9F: 3 clusters Score -358703.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -359388.875000 Penalty: 3968.173096
	Iteration 10F: 3 clusters Score -359388.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -359830.156250 Penalty: 3968.173096
	Iteration 11Q: 3 clusters Score -359830.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -359857.968750 Penalty: 3968.173096
	Iteration 12Q: 3 clusters Score -359858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -359869.781250 Penalty: 3968.173096
	Iteration 13Q: 3 clusters Score -359869.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -359875.593750 Penalty: 3968.173096
	Iteration 14Q: 3 clusters Score -359875.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -359878.093750 Penalty: 3968.173096
	Iteration 15Q: 3 clusters Score -359878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -359879.468750 Penalty: 3968.173096
	Iteration 16Q: 3 clusters Score -359879.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -359882.687500 Penalty: 3968.173096
	Iteration 17Q: 3 clusters Score -359882.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -359884.000000 Penalty: 3968.173096
	Iteration 18Q: 3 clusters Score -359884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -359884.468750 Penalty: 3968.173096
	Iteration 19Q: 3 clusters Score -359884.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -359884.468750 Penalty: 3968.173096
	Iteration 20F: 3 clusters Score -359884.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 1671 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Mstep: Class 20 contains 1311 members 
Entering Unmasked Estep 
Score: -119294136.000000 Penalty: 68348.125000
Splitting cluster 5 changes total score from -119294992.000000 to -119294136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -250472.046875 Penalty: 1896.769165
	Iteration 0F: 2 clusters Score -250472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -247777.531250 Penalty: 3793.538330
	Iteration 0F: 3 clusters Score -247777.5 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -248344.921875 Penalty: 3793.538330
	Iteration 1F: 3 clusters Score -248344.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -248538.625000 Penalty: 3793.538330
	Iteration 2F: 3 clusters Score -248538.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -248723.593750 Penalty: 3793.538330
	Iteration 3F: 3 clusters Score -248723.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -248916.140625 Penalty: 3793.538330
	Iteration 4F: 3 clusters Score -248916.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -249133.718750 Penalty: 3793.538330
	Iteration 5F: 3 clusters Score -249133.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -249415.671875 Penalty: 3793.538330
	Iteration 6F: 3 clusters Score -249415.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -249869.375000 Penalty: 3793.538330
	Iteration 7F: 3 clusters Score -249869.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -250402.046875 Penalty: 3793.538330
	Iteration 8F: 3 clusters Score -250402 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -250697.046875 Penalty: 3793.538330
	Iteration 9Q: 3 clusters Score -250697 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -250922.453125 Penalty: 3793.538330
	Iteration 10Q: 3 clusters Score -250922.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -251054.312500 Penalty: 3793.538330
	Iteration 11Q: 3 clusters Score -251054.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -251086.625000 Penalty: 3793.538330
	Iteration 12Q: 3 clusters Score -251086.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -251090.625000 Penalty: 3793.538330
	Iteration 13Q: 3 clusters Score -251090.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -251091.171875 Penalty: 3793.538330
	Iteration 14Q: 3 clusters Score -251091.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -251091.171875 Penalty: 3793.538330
	Iteration 15F: 3 clusters Score -251091.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 979 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Mstep: Class 20 contains 1118 members 
Entering Unmasked Estep 
Score: -119294152.000000 Penalty: 68348.125000
Splitting cluster 6 changes total score from -119294992.000000 to -119294152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -18691.931641 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -18691.93 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 83 members 
Entering Unmasked Estep 
Score: -17644.916016 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -17644.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17734.943359 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -17734.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17763.335938 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -17763.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17781.023438 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -17781.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17784.375000 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -17784.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17784.375000 Penalty: 2607.717773
	Iteration 5F: 3 clusters Score -17784.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -65249.777344 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -65249.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63694.273438 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -63694.27 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64343.167969 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -64343.17 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64816.394531 Penalty: 3217.135742
	Iteration 2F: 3 clusters Score -64816.39 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -65116.046875 Penalty: 3217.135742
	Iteration 3F: 3 clusters Score -65116.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -65391.664062 Penalty: 3217.135742
	Iteration 4F: 3 clusters Score -65391.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -65791.195312 Penalty: 3217.135742
	Iteration 5Q: 3 clusters Score -65791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -65982.359375 Penalty: 3217.135742
	Iteration 6Q: 3 clusters Score -65982.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -66058.523438 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -66058.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -66097.601562 Penalty: 3217.135742
	Iteration 8Q: 3 clusters Score -66097.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -66109.914062 Penalty: 3217.135742
	Iteration 9Q: 3 clusters Score -66109.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -66114.921875 Penalty: 3217.135742
	Iteration 10Q: 3 clusters Score -66114.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -66120.421875 Penalty: 3217.135742
	Iteration 11Q: 3 clusters Score -66120.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -66120.421875 Penalty: 3217.135742
	Iteration 12F: 3 clusters Score -66120.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 426 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Mstep: Class 20 contains 230 members 
Entering Unmasked Estep 
Score: -119294072.000000 Penalty: 68348.125000
Splitting cluster 8 changes total score from -119294992.000000 to -119294072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Entering Unmasked Estep 
Score: -672206.312500 Penalty: 2131.442139
	Iteration 0F: 2 clusters Score -672206.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -667440.000000 Penalty: 4262.884277
	Iteration 0F: 3 clusters Score -667440 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -668588.812500 Penalty: 4262.884277
	Iteration 1F: 3 clusters Score -668588.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -668771.125000 Penalty: 4262.884277
	Iteration 2F: 3 clusters Score -668771.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -668884.562500 Penalty: 4262.884277
	Iteration 3Q: 3 clusters Score -668884.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -668958.875000 Penalty: 4262.884277
	Iteration 4Q: 3 clusters Score -668958.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -669014.062500 Penalty: 4262.884277
	Iteration 5Q: 3 clusters Score -669014.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -669065.875000 Penalty: 4262.884277
	Iteration 6Q: 3 clusters Score -669065.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -669118.125000 Penalty: 4262.884277
	Iteration 7Q: 3 clusters Score -669118.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -669157.375000 Penalty: 4262.884277
	Iteration 8Q: 3 clusters Score -669157.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -669195.000000 Penalty: 4262.884277
	Iteration 9Q: 3 clusters Score -669195 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -669230.312500 Penalty: 4262.884277
	Iteration 10Q: 3 clusters Score -669230.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -669263.937500 Penalty: 4262.884277
	Iteration 11Q: 3 clusters Score -669263.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -669289.687500 Penalty: 4262.884277
	Iteration 12Q: 3 clusters Score -669289.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -669312.125000 Penalty: 4262.884277
	Iteration 13Q: 3 clusters Score -669312.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -669328.250000 Penalty: 4262.884277
	Iteration 14Q: 3 clusters Score -669328.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -669346.125000 Penalty: 4262.884277
	Iteration 15Q: 3 clusters Score -669346.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -669364.625000 Penalty: 4262.884277
	Iteration 16Q: 3 clusters Score -669364.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -669378.000000 Penalty: 4262.884277
	Iteration 17Q: 3 clusters Score -669378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -669390.750000 Penalty: 4262.884277
	Iteration 18Q: 3 clusters Score -669390.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -669402.500000 Penalty: 4262.884277
	Iteration 19Q: 3 clusters Score -669402.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -669411.625000 Penalty: 4262.884277
	Iteration 20F: 3 clusters Score -669411.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -669421.937500 Penalty: 4262.884277
	Iteration 21Q: 3 clusters Score -669421.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -669429.125000 Penalty: 4262.884277
	Iteration 22Q: 3 clusters Score -669429.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -669437.312500 Penalty: 4262.884277
	Iteration 23Q: 3 clusters Score -669437.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -669440.500000 Penalty: 4262.884277
	Iteration 24Q: 3 clusters Score -669440.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -669448.250000 Penalty: 4262.884277
	Iteration 25Q: 3 clusters Score -669448.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -669460.125000 Penalty: 4262.884277
	Iteration 26Q: 3 clusters Score -669460.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -669470.687500 Penalty: 4262.884277
	Iteration 27Q: 3 clusters Score -669470.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -669489.687500 Penalty: 4262.884277
	Iteration 28Q: 3 clusters Score -669489.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -669507.625000 Penalty: 4262.884277
	Iteration 29Q: 3 clusters Score -669507.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -669517.937500 Penalty: 4262.884277
	Iteration 30Q: 3 clusters Score -669517.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -669536.250000 Penalty: 4262.884277
	Iteration 31Q: 3 clusters Score -669536.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -669555.562500 Penalty: 4262.884277
	Iteration 32Q: 3 clusters Score -669555.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -669570.687500 Penalty: 4262.884277
	Iteration 33Q: 3 clusters Score -669570.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -669583.125000 Penalty: 4262.884277
	Iteration 34Q: 3 clusters Score -669583.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -669592.000000 Penalty: 4262.884277
	Iteration 35Q: 3 clusters Score -669592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -669602.250000 Penalty: 4262.884277
	Iteration 36Q: 3 clusters Score -669602.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -669606.125000 Penalty: 4262.884277
	Iteration 37Q: 3 clusters Score -669606.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -669609.687500 Penalty: 4262.884277
	Iteration 38Q: 3 clusters Score -669609.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -669615.062500 Penalty: 4262.884277
	Iteration 39Q: 3 clusters Score -669615.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -669621.375000 Penalty: 4262.884277
	Iteration 40F: 3 clusters Score -669621.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -669630.375000 Penalty: 4262.884277
	Iteration 41Q: 3 clusters Score -669630.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -669635.750000 Penalty: 4262.884277
	Iteration 42Q: 3 clusters Score -669635.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -669641.875000 Penalty: 4262.884277
	Iteration 43Q: 3 clusters Score -669641.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -669647.187500 Penalty: 4262.884277
	Iteration 44Q: 3 clusters Score -669647.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -669651.812500 Penalty: 4262.884277
	Iteration 45Q: 3 clusters Score -669651.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -669659.000000 Penalty: 4262.884277
	Iteration 46Q: 3 clusters Score -669659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -669666.062500 Penalty: 4262.884277
	Iteration 47Q: 3 clusters Score -669666.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -669675.500000 Penalty: 4262.884277
	Iteration 48Q: 3 clusters Score -669675.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -669684.937500 Penalty: 4262.884277
	Iteration 49Q: 3 clusters Score -669684.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -669697.250000 Penalty: 4262.884277
	Iteration 50Q: 3 clusters Score -669697.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -669721.687500 Penalty: 4262.884277
	Iteration 51Q: 3 clusters Score -669721.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -669737.250000 Penalty: 4262.884277
	Iteration 52Q: 3 clusters Score -669737.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -669758.812500 Penalty: 4262.884277
	Iteration 53Q: 3 clusters Score -669758.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -669775.875000 Penalty: 4262.884277
	Iteration 54Q: 3 clusters Score -669775.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -669793.250000 Penalty: 4262.884277
	Iteration 55Q: 3 clusters Score -669793.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -669813.937500 Penalty: 4262.884277
	Iteration 56Q: 3 clusters Score -669813.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -669836.875000 Penalty: 4262.884277
	Iteration 57Q: 3 clusters Score -669836.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -669852.937500 Penalty: 4262.884277
	Iteration 58Q: 3 clusters Score -669852.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -669870.437500 Penalty: 4262.884277
	Iteration 59Q: 3 clusters Score -669870.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -669883.500000 Penalty: 4262.884277
	Iteration 60F: 3 clusters Score -669883.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -669893.625000 Penalty: 4262.884277
	Iteration 61Q: 3 clusters Score -669893.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -669902.875000 Penalty: 4262.884277
	Iteration 62Q: 3 clusters Score -669902.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -669911.125000 Penalty: 4262.884277
	Iteration 63Q: 3 clusters Score -669911.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -669918.562500 Penalty: 4262.884277
	Iteration 64Q: 3 clusters Score -669918.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -669924.375000 Penalty: 4262.884277
	Iteration 65Q: 3 clusters Score -669924.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -669935.625000 Penalty: 4262.884277
	Iteration 66Q: 3 clusters Score -669935.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -669946.312500 Penalty: 4262.884277
	Iteration 67Q: 3 clusters Score -669946.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -669953.375000 Penalty: 4262.884277
	Iteration 68Q: 3 clusters Score -669953.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -669964.375000 Penalty: 4262.884277
	Iteration 69Q: 3 clusters Score -669964.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -669979.937500 Penalty: 4262.884277
	Iteration 70Q: 3 clusters Score -669979.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -669993.562500 Penalty: 4262.884277
	Iteration 71Q: 3 clusters Score -669993.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -670010.625000 Penalty: 4262.884277
	Iteration 72Q: 3 clusters Score -670010.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -670029.625000 Penalty: 4262.884277
	Iteration 73Q: 3 clusters Score -670029.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -670043.562500 Penalty: 4262.884277
	Iteration 74Q: 3 clusters Score -670043.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -670061.062500 Penalty: 4262.884277
	Iteration 75Q: 3 clusters Score -670061.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -670072.062500 Penalty: 4262.884277
	Iteration 76Q: 3 clusters Score -670072.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -670087.500000 Penalty: 4262.884277
	Iteration 77Q: 3 clusters Score -670087.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -670097.125000 Penalty: 4262.884277
	Iteration 78Q: 3 clusters Score -670097.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -670110.875000 Penalty: 4262.884277
	Iteration 79Q: 3 clusters Score -670110.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -670122.125000 Penalty: 4262.884277
	Iteration 80F: 3 clusters Score -670122.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -670129.187500 Penalty: 4262.884277
	Iteration 81Q: 3 clusters Score -670129.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -670135.000000 Penalty: 4262.884277
	Iteration 82Q: 3 clusters Score -670135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -670142.250000 Penalty: 4262.884277
	Iteration 83Q: 3 clusters Score -670142.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -670146.625000 Penalty: 4262.884277
	Iteration 84Q: 3 clusters Score -670146.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -670153.187500 Penalty: 4262.884277
	Iteration 85Q: 3 clusters Score -670153.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -670160.000000 Penalty: 4262.884277
	Iteration 86Q: 3 clusters Score -670160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -670168.062500 Penalty: 4262.884277
	Iteration 87Q: 3 clusters Score -670168.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -670177.312500 Penalty: 4262.884277
	Iteration 88Q: 3 clusters Score -670177.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -670187.750000 Penalty: 4262.884277
	Iteration 89Q: 3 clusters Score -670187.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -670193.812500 Penalty: 4262.884277
	Iteration 90Q: 3 clusters Score -670193.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -670196.937500 Penalty: 4262.884277
	Iteration 91Q: 3 clusters Score -670196.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -670200.187500 Penalty: 4262.884277
	Iteration 92Q: 3 clusters Score -670200.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -670203.062500 Penalty: 4262.884277
	Iteration 93Q: 3 clusters Score -670203.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -670205.937500 Penalty: 4262.884277
	Iteration 94Q: 3 clusters Score -670205.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -670211.562500 Penalty: 4262.884277
	Iteration 95Q: 3 clusters Score -670211.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -670216.562500 Penalty: 4262.884277
	Iteration 96Q: 3 clusters Score -670216.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -670221.875000 Penalty: 4262.884277
	Iteration 97Q: 3 clusters Score -670221.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -670227.312500 Penalty: 4262.884277
	Iteration 98Q: 3 clusters Score -670227.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -670229.687500 Penalty: 4262.884277
	Iteration 99Q: 3 clusters Score -670229.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -670231.187500 Penalty: 4262.884277
	Iteration 100F: 3 clusters Score -670231.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -670232.000000 Penalty: 4262.884277
	Iteration 101Q: 3 clusters Score -670232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -670237.312500 Penalty: 4262.884277
	Iteration 102Q: 3 clusters Score -670237.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -670241.687500 Penalty: 4262.884277
	Iteration 103Q: 3 clusters Score -670241.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -670245.500000 Penalty: 4262.884277
	Iteration 104Q: 3 clusters Score -670245.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -670250.750000 Penalty: 4262.884277
	Iteration 105Q: 3 clusters Score -670250.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -670257.625000 Penalty: 4262.884277
	Iteration 106Q: 3 clusters Score -670257.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -670262.562500 Penalty: 4262.884277
	Iteration 107Q: 3 clusters Score -670262.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -670265.437500 Penalty: 4262.884277
	Iteration 108Q: 3 clusters Score -670265.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -670270.000000 Penalty: 4262.884277
	Iteration 109Q: 3 clusters Score -670270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -670273.437500 Penalty: 4262.884277
	Iteration 110Q: 3 clusters Score -670273.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -670273.875000 Penalty: 4262.884277
	Iteration 111Q: 3 clusters Score -670273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -670276.000000 Penalty: 4262.884277
	Iteration 112Q: 3 clusters Score -670276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -670275.875000 Penalty: 4262.884277
	Iteration 113Q: 3 clusters Score -670275.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -670277.250000 Penalty: 4262.884277
	Iteration 114Q: 3 clusters Score -670277.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -670277.250000 Penalty: 4262.884277
	Iteration 115F: 3 clusters Score -670277.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -66750.015625 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -66750.02 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 329 members 
Entering Unmasked Estep 
Score: -65122.734375 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -65122.73 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65448.613281 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -65448.61 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -65635.875000 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -65635.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65853.992188 Penalty: 3205.662598
	Iteration 3F: 3 clusters Score -65853.99 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66172.578125 Penalty: 3205.662598
	Iteration 4F: 3 clusters Score -66172.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66456.015625 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -66456.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -66699.976562 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -66699.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -66808.101562 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -66808.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66826.000000 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -66826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66840.679688 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -66840.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66857.679688 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -66857.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -66864.390625 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -66864.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66868.437500 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -66868.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66868.437500 Penalty: 3205.662598
	Iteration 13F: 3 clusters Score -66868.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 365 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Mstep: Class 20 contains 276 members 
Entering Unmasked Estep 
Score: -119293224.000000 Penalty: 68348.125000
Splitting cluster 10 changes total score from -119294992.000000 to -119293224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -55980.210938 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -55980.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -54613.835938 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -54613.84 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -55222.902344 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -55222.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55693.636719 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -55693.64 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56043.164062 Penalty: 3177.812500
	Iteration 3F: 3 clusters Score -56043.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -56318.371094 Penalty: 3177.812500
	Iteration 4F: 3 clusters Score -56318.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -56581.074219 Penalty: 3177.812500
	Iteration 5F: 3 clusters Score -56581.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -56853.511719 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -56853.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -57005.738281 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -57005.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -57128.820312 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -57128.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -57231.019531 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -57231.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -57255.976562 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -57255.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -57348.218750 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -57348.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -57376.839844 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -57376.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -57376.839844 Penalty: 3177.812500
	Iteration 13F: 3 clusters Score -57376.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 427 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Mstep: Class 20 contains 179 members 
Entering Unmasked Estep 
Score: -119294496.000000 Penalty: 68348.125000
Splitting cluster 11 changes total score from -119294992.000000 to -119294496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (175563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175563 members 
Entering Unmasked Estep 
Score: -22054360.000000 Penalty: 2994.786865
	Iteration 0F: 2 clusters Score -2.205436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -21937556.000000 Penalty: 5989.573730
	Iteration 0F: 3 clusters Score -2.193756e+07 nChanged 84399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83006 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -21987020.000000 Penalty: 5989.573730
	Iteration 1F: 3 clusters Score -2.198702e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80560 members 
Mstep: Class 2 contains 95003 members 
Entering Unmasked Estep 
Score: -21988714.000000 Penalty: 5989.573730
	Iteration 2Q: 3 clusters Score -2.198871e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76829 members 
Mstep: Class 2 contains 98734 members 
Entering Unmasked Estep 
Score: -21991290.000000 Penalty: 5989.573730
	Iteration 3Q: 3 clusters Score -2.199129e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71341 members 
Mstep: Class 2 contains 104222 members 
Entering Unmasked Estep 
Score: -21995446.000000 Penalty: 5989.573730
	Iteration 4Q: 3 clusters Score -2.199545e+07 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64011 members 
Mstep: Class 2 contains 111552 members 
Entering Unmasked Estep 
Score: -22001606.000000 Penalty: 5989.573730
	Iteration 5F: 3 clusters Score -2.200161e+07 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 120603 members 
Entering Unmasked Estep 
Score: -22009852.000000 Penalty: 5989.573730
	Iteration 6F: 3 clusters Score -2.200985e+07 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 130419 members 
Entering Unmasked Estep 
Score: -22018864.000000 Penalty: 5989.573730
	Iteration 7F: 3 clusters Score -2.201886e+07 nChanged 10437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 139734 members 
Entering Unmasked Estep 
Score: -22027496.000000 Penalty: 5989.573730
	Iteration 8F: 3 clusters Score -2.20275e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 147631 members 
Entering Unmasked Estep 
Score: -22034212.000000 Penalty: 5989.573730
	Iteration 9F: 3 clusters Score -2.203421e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 153966 members 
Entering Unmasked Estep 
Score: -22039406.000000 Penalty: 5989.573730
	Iteration 10Q: 3 clusters Score -2.203941e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 158982 members 
Entering Unmasked Estep 
Score: -22043136.000000 Penalty: 5989.573730
	Iteration 11Q: 3 clusters Score -2.204314e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 162744 members 
Entering Unmasked Estep 
Score: -22045750.000000 Penalty: 5989.573730
	Iteration 12Q: 3 clusters Score -2.204575e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 165637 members 
Entering Unmasked Estep 
Score: -22047562.000000 Penalty: 5989.573730
	Iteration 13Q: 3 clusters Score -2.204756e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 167827 members 
Entering Unmasked Estep 
Score: -22048854.000000 Penalty: 5989.573730
	Iteration 14Q: 3 clusters Score -2.204885e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 169432 members 
Entering Unmasked Estep 
Score: -22049718.000000 Penalty: 5989.573730
	Iteration 15Q: 3 clusters Score -2.204972e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 170638 members 
Entering Unmasked Estep 
Score: -22050348.000000 Penalty: 5989.573730
	Iteration 16Q: 3 clusters Score -2.205035e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 171529 members 
Entering Unmasked Estep 
Score: -22050720.000000 Penalty: 5989.573730
	Iteration 17Q: 3 clusters Score -2.205072e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 172242 members 
Entering Unmasked Estep 
Score: -22051010.000000 Penalty: 5989.573730
	Iteration 18Q: 3 clusters Score -2.205101e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 172762 members 
Entering Unmasked Estep 
Score: -22051222.000000 Penalty: 5989.573730
	Iteration 19Q: 3 clusters Score -2.205122e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 173131 members 
Entering Unmasked Estep 
Score: -22051328.000000 Penalty: 5989.573730
	Iteration 20F: 3 clusters Score -2.205133e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 173400 members 
Entering Unmasked Estep 
Score: -22051474.000000 Penalty: 5989.573730
	Iteration 21Q: 3 clusters Score -2.205147e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 173608 members 
Entering Unmasked Estep 
Score: -22051588.000000 Penalty: 5989.573730
	Iteration 22Q: 3 clusters Score -2.205159e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 173747 members 
Entering Unmasked Estep 
Score: -22051612.000000 Penalty: 5989.573730
	Iteration 23Q: 3 clusters Score -2.205161e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 173853 members 
Entering Unmasked Estep 
Score: -22051684.000000 Penalty: 5989.573730
	Iteration 24Q: 3 clusters Score -2.205168e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 173929 members 
Entering Unmasked Estep 
Score: -22051732.000000 Penalty: 5989.573730
	Iteration 25Q: 3 clusters Score -2.205173e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 174013 members 
Entering Unmasked Estep 
Score: -22051768.000000 Penalty: 5989.573730
	Iteration 26Q: 3 clusters Score -2.205177e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 174077 members 
Entering Unmasked Estep 
Score: -22051774.000000 Penalty: 5989.573730
	Iteration 27Q: 3 clusters Score -2.205177e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 174137 members 
Entering Unmasked Estep 
Score: -22051814.000000 Penalty: 5989.573730
	Iteration 28Q: 3 clusters Score -2.205181e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 174187 members 
Entering Unmasked Estep 
Score: -22051814.000000 Penalty: 5989.573730
	Iteration 29Q: 3 clusters Score -2.205181e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 174238 members 
Entering Unmasked Estep 
Score: -22051876.000000 Penalty: 5989.573730
	Iteration 30Q: 3 clusters Score -2.205188e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 174279 members 
Entering Unmasked Estep 
Score: -22051904.000000 Penalty: 5989.573730
	Iteration 31Q: 3 clusters Score -2.20519e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 174316 members 
Entering Unmasked Estep 
Score: -22051916.000000 Penalty: 5989.573730
	Iteration 32Q: 3 clusters Score -2.205192e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 174350 members 
Entering Unmasked Estep 
Score: -22051932.000000 Penalty: 5989.573730
	Iteration 33Q: 3 clusters Score -2.205193e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 174374 members 
Entering Unmasked Estep 
Score: -22051936.000000 Penalty: 5989.573730
	Iteration 34Q: 3 clusters Score -2.205194e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 174398 members 
Entering Unmasked Estep 
Score: -22051928.000000 Penalty: 5989.573730
	Iteration 35Q: 3 clusters Score -2.205193e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 174418 members 
Entering Unmasked Estep 
Score: -22051930.000000 Penalty: 5989.573730
	Iteration 36Q: 3 clusters Score -2.205193e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 174436 members 
Entering Unmasked Estep 
Score: -22051940.000000 Penalty: 5989.573730
	Iteration 37Q: 3 clusters Score -2.205194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 174443 members 
Entering Unmasked Estep 
Score: -22051954.000000 Penalty: 5989.573730
	Iteration 38Q: 3 clusters Score -2.205195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 174448 members 
Entering Unmasked Estep 
Score: -22051962.000000 Penalty: 5989.573730
	Iteration 39Q: 3 clusters Score -2.205196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 174451 members 
Entering Unmasked Estep 
Score: -22051976.000000 Penalty: 5989.573730
	Iteration 40F: 3 clusters Score -2.205198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 174458 members 
Entering Unmasked Estep 
Score: -22051968.000000 Penalty: 5989.573730
	Iteration 41Q: 3 clusters Score -2.205197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 174462 members 
Entering Unmasked Estep 
Score: -22051982.000000 Penalty: 5989.573730
	Iteration 42Q: 3 clusters Score -2.205198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 174471 members 
Entering Unmasked Estep 
Score: -22051970.000000 Penalty: 5989.573730
	Iteration 43Q: 3 clusters Score -2.205197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 174473 members 
Entering Unmasked Estep 
Score: -22051966.000000 Penalty: 5989.573730
	Iteration 44Q: 3 clusters Score -2.205197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 174477 members 
Entering Unmasked Estep 
Score: -22051950.000000 Penalty: 5989.573730
	Iteration 45Q: 3 clusters Score -2.205195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 174485 members 
Entering Unmasked Estep 
Score: -22051960.000000 Penalty: 5989.573730
	Iteration 46Q: 3 clusters Score -2.205196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 174489 members 
Entering Unmasked Estep 
Score: -22051974.000000 Penalty: 5989.573730
	Iteration 47Q: 3 clusters Score -2.205197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 174491 members 
Entering Unmasked Estep 
Score: -22051974.000000 Penalty: 5989.573730
	Iteration 48Q: 3 clusters Score -2.205197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 174492 members 
Entering Unmasked Estep 
Score: -22051960.000000 Penalty: 5989.573730
	Iteration 49Q: 3 clusters Score -2.205196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 174494 members 
Entering Unmasked Estep 
Score: -22051966.000000 Penalty: 5989.573730
	Iteration 50Q: 3 clusters Score -2.205197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 174497 members 
Entering Unmasked Estep 
Score: -22051966.000000 Penalty: 5989.573730
	Iteration 51Q: 3 clusters Score -2.205197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 174500 members 
Entering Unmasked Estep 
Score: -22051962.000000 Penalty: 5989.573730
	Iteration 52Q: 3 clusters Score -2.205196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 174502 members 
Entering Unmasked Estep 
Score: -22051962.000000 Penalty: 5989.573730
	Iteration 53Q: 3 clusters Score -2.205196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 174503 members 
Entering Unmasked Estep 
Score: -22051960.000000 Penalty: 5989.573730
	Iteration 54Q: 3 clusters Score -2.205196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 174503 members 
Entering Unmasked Estep 
Score: -22051960.000000 Penalty: 5989.573730
	Iteration 55F: 3 clusters Score -2.205196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (176915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176915 members 
Entering Unmasked Estep 
Score: -22303288.000000 Penalty: 2996.689209
	Iteration 0F: 2 clusters Score -2.230329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88502 members 
Mstep: Class 2 contains 88413 members 
Entering Unmasked Estep 
Score: -22186330.000000 Penalty: 5993.378418
	Iteration 0F: 3 clusters Score -2.218633e+07 nChanged 84782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87650 members 
Mstep: Class 2 contains 89265 members 
Entering Unmasked Estep 
Score: -22236098.000000 Penalty: 5993.378418
	Iteration 1F: 3 clusters Score -2.22361e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 89758 members 
Entering Unmasked Estep 
Score: -22237446.000000 Penalty: 5993.378418
	Iteration 2Q: 3 clusters Score -2.223745e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 90445 members 
Entering Unmasked Estep 
Score: -22238972.000000 Penalty: 5993.378418
	Iteration 3Q: 3 clusters Score -2.223897e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85435 members 
Mstep: Class 2 contains 91480 members 
Entering Unmasked Estep 
Score: -22241170.000000 Penalty: 5993.378418
	Iteration 4Q: 3 clusters Score -2.224117e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83964 members 
Mstep: Class 2 contains 92951 members 
Entering Unmasked Estep 
Score: -22244238.000000 Penalty: 5993.378418
	Iteration 5Q: 3 clusters Score -2.224424e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81776 members 
Mstep: Class 2 contains 95139 members 
Entering Unmasked Estep 
Score: -22248542.000000 Penalty: 5993.378418
	Iteration 6Q: 3 clusters Score -2.224854e+07 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78750 members 
Mstep: Class 2 contains 98165 members 
Entering Unmasked Estep 
Score: -22254566.000000 Penalty: 5993.378418
	Iteration 7F: 3 clusters Score -2.225457e+07 nChanged 11345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75111 members 
Mstep: Class 2 contains 101804 members 
Entering Unmasked Estep 
Score: -22262792.000000 Penalty: 5993.378418
	Iteration 8F: 3 clusters Score -2.226279e+07 nChanged 11829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71356 members 
Mstep: Class 2 contains 105559 members 
Entering Unmasked Estep 
Score: -22272174.000000 Penalty: 5993.378418
	Iteration 9F: 3 clusters Score -2.227217e+07 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 108594 members 
Entering Unmasked Estep 
Score: -22278024.000000 Penalty: 5993.378418
	Iteration 10F: 3 clusters Score -2.227802e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66010 members 
Mstep: Class 2 contains 110905 members 
Entering Unmasked Estep 
Score: -22280358.000000 Penalty: 5993.378418
	Iteration 11Q: 3 clusters Score -2.228036e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64042 members 
Mstep: Class 2 contains 112873 members 
Entering Unmasked Estep 
Score: -22281380.000000 Penalty: 5993.378418
	Iteration 12Q: 3 clusters Score -2.228138e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62028 members 
Mstep: Class 2 contains 114887 members 
Entering Unmasked Estep 
Score: -22282218.000000 Penalty: 5993.378418
	Iteration 13Q: 3 clusters Score -2.228222e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 116967 members 
Entering Unmasked Estep 
Score: -22282848.000000 Penalty: 5993.378418
	Iteration 14Q: 3 clusters Score -2.228285e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Mstep: Class 2 contains 119191 members 
Entering Unmasked Estep 
Score: -22283530.000000 Penalty: 5993.378418
	Iteration 15Q: 3 clusters Score -2.228353e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 121482 members 
Entering Unmasked Estep 
Score: -22284162.000000 Penalty: 5993.378418
	Iteration 16Q: 3 clusters Score -2.228416e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 123713 members 
Entering Unmasked Estep 
Score: -22284918.000000 Penalty: 5993.378418
	Iteration 17Q: 3 clusters Score -2.228492e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 125968 members 
Entering Unmasked Estep 
Score: -22285452.000000 Penalty: 5993.378418
	Iteration 18Q: 3 clusters Score -2.228545e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 128333 members 
Entering Unmasked Estep 
Score: -22286058.000000 Penalty: 5993.378418
	Iteration 19Q: 3 clusters Score -2.228606e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 130716 members 
Entering Unmasked Estep 
Score: -22286794.000000 Penalty: 5993.378418
	Iteration 20F: 3 clusters Score -2.228679e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 133182 members 
Entering Unmasked Estep 
Score: -22287552.000000 Penalty: 5993.378418
	Iteration 21Q: 3 clusters Score -2.228755e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 135743 members 
Entering Unmasked Estep 
Score: -22288366.000000 Penalty: 5993.378418
	Iteration 22Q: 3 clusters Score -2.228837e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 138363 members 
Entering Unmasked Estep 
Score: -22289140.000000 Penalty: 5993.378418
	Iteration 23Q: 3 clusters Score -2.228914e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 140970 members 
Entering Unmasked Estep 
Score: -22289996.000000 Penalty: 5993.378418
	Iteration 24Q: 3 clusters Score -2.229e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 143489 members 
Entering Unmasked Estep 
Score: -22290818.000000 Penalty: 5993.378418
	Iteration 25Q: 3 clusters Score -2.229082e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 146005 members 
Entering Unmasked Estep 
Score: -22291750.000000 Penalty: 5993.378418
	Iteration 26Q: 3 clusters Score -2.229175e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 148512 members 
Entering Unmasked Estep 
Score: -22292682.000000 Penalty: 5993.378418
	Iteration 27Q: 3 clusters Score -2.229268e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 150957 members 
Entering Unmasked Estep 
Score: -22293462.000000 Penalty: 5993.378418
	Iteration 28Q: 3 clusters Score -2.229346e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 153340 members 
Entering Unmasked Estep 
Score: -22294338.000000 Penalty: 5993.378418
	Iteration 29Q: 3 clusters Score -2.229434e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 155659 members 
Entering Unmasked Estep 
Score: -22295292.000000 Penalty: 5993.378418
	Iteration 30Q: 3 clusters Score -2.229529e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 157881 members 
Entering Unmasked Estep 
Score: -22295960.000000 Penalty: 5993.378418
	Iteration 31Q: 3 clusters Score -2.229596e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 160036 members 
Entering Unmasked Estep 
Score: -22296620.000000 Penalty: 5993.378418
	Iteration 32Q: 3 clusters Score -2.229662e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 162078 members 
Entering Unmasked Estep 
Score: -22297284.000000 Penalty: 5993.378418
	Iteration 33Q: 3 clusters Score -2.229728e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 163970 members 
Entering Unmasked Estep 
Score: -22297880.000000 Penalty: 5993.378418
	Iteration 34Q: 3 clusters Score -2.229788e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 165656 members 
Entering Unmasked Estep 
Score: -22298470.000000 Penalty: 5993.378418
	Iteration 35Q: 3 clusters Score -2.229847e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 167171 members 
Entering Unmasked Estep 
Score: -22298994.000000 Penalty: 5993.378418
	Iteration 36Q: 3 clusters Score -2.229899e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 168562 members 
Entering Unmasked Estep 
Score: -22299508.000000 Penalty: 5993.378418
	Iteration 37Q: 3 clusters Score -2.229951e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 169773 members 
Entering Unmasked Estep 
Score: -22299990.000000 Penalty: 5993.378418
	Iteration 38Q: 3 clusters Score -2.229999e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 170787 members 
Entering Unmasked Estep 
Score: -22300202.000000 Penalty: 5993.378418
	Iteration 39Q: 3 clusters Score -2.23002e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 171656 members 
Entering Unmasked Estep 
Score: -22300490.000000 Penalty: 5993.378418
	Iteration 40F: 3 clusters Score -2.230049e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 172396 members 
Entering Unmasked Estep 
Score: -22300674.000000 Penalty: 5993.378418
	Iteration 41Q: 3 clusters Score -2.230067e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 172997 members 
Entering Unmasked Estep 
Score: -22300792.000000 Penalty: 5993.378418
	Iteration 42Q: 3 clusters Score -2.230079e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 173471 members 
Entering Unmasked Estep 
Score: -22300946.000000 Penalty: 5993.378418
	Iteration 43Q: 3 clusters Score -2.230095e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 173858 members 
Entering Unmasked Estep 
Score: -22301092.000000 Penalty: 5993.378418
	Iteration 44Q: 3 clusters Score -2.230109e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 174166 members 
Entering Unmasked Estep 
Score: -22301154.000000 Penalty: 5993.378418
	Iteration 45Q: 3 clusters Score -2.230115e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 174401 members 
Entering Unmasked Estep 
Score: -22301230.000000 Penalty: 5993.378418
	Iteration 46Q: 3 clusters Score -2.230123e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 174616 members 
Entering Unmasked Estep 
Score: -22301290.000000 Penalty: 5993.378418
	Iteration 47Q: 3 clusters Score -2.230129e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 174794 members 
Entering Unmasked Estep 
Score: -22301268.000000 Penalty: 5993.378418
	Iteration 48Q: 3 clusters Score -2.230127e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 174927 members 
Entering Unmasked Estep 
Score: -22301342.000000 Penalty: 5993.378418
	Iteration 49Q: 3 clusters Score -2.230134e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 175034 members 
Entering Unmasked Estep 
Score: -22301352.000000 Penalty: 5993.378418
	Iteration 50Q: 3 clusters Score -2.230135e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 175136 members 
Entering Unmasked Estep 
Score: -22301380.000000 Penalty: 5993.378418
	Iteration 51Q: 3 clusters Score -2.230138e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 175227 members 
Entering Unmasked Estep 
Score: -22301412.000000 Penalty: 5993.378418
	Iteration 52Q: 3 clusters Score -2.230141e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 175296 members 
Entering Unmasked Estep 
Score: -22301336.000000 Penalty: 5993.378418
	Iteration 53Q: 3 clusters Score -2.230134e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 175363 members 
Entering Unmasked Estep 
Score: -22301350.000000 Penalty: 5993.378418
	Iteration 54Q: 3 clusters Score -2.230135e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 175409 members 
Entering Unmasked Estep 
Score: -22301344.000000 Penalty: 5993.378418
	Iteration 55Q: 3 clusters Score -2.230134e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 175444 members 
Entering Unmasked Estep 
Score: -22301348.000000 Penalty: 5993.378418
	Iteration 56Q: 3 clusters Score -2.230135e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 175486 members 
Entering Unmasked Estep 
Score: -22301346.000000 Penalty: 5993.378418
	Iteration 57Q: 3 clusters Score -2.230135e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 175529 members 
Entering Unmasked Estep 
Score: -22301346.000000 Penalty: 5993.378418
	Iteration 58Q: 3 clusters Score -2.230135e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 175571 members 
Entering Unmasked Estep 
Score: -22301366.000000 Penalty: 5993.378418
	Iteration 59Q: 3 clusters Score -2.230137e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 175608 members 
Entering Unmasked Estep 
Score: -22301396.000000 Penalty: 5993.378418
	Iteration 60F: 3 clusters Score -2.23014e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 175634 members 
Entering Unmasked Estep 
Score: -22301416.000000 Penalty: 5993.378418
	Iteration 61Q: 3 clusters Score -2.230142e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 175653 members 
Entering Unmasked Estep 
Score: -22301402.000000 Penalty: 5993.378418
	Iteration 62Q: 3 clusters Score -2.23014e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 175669 members 
Entering Unmasked Estep 
Score: -22301412.000000 Penalty: 5993.378418
	Iteration 63Q: 3 clusters Score -2.230141e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 175686 members 
Entering Unmasked Estep 
Score: -22301394.000000 Penalty: 5993.378418
	Iteration 64Q: 3 clusters Score -2.230139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 175700 members 
Entering Unmasked Estep 
Score: -22301374.000000 Penalty: 5993.378418
	Iteration 65Q: 3 clusters Score -2.230137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 175711 members 
Entering Unmasked Estep 
Score: -22301392.000000 Penalty: 5993.378418
	Iteration 66Q: 3 clusters Score -2.230139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 175721 members 
Entering Unmasked Estep 
Score: -22301396.000000 Penalty: 5993.378418
	Iteration 67Q: 3 clusters Score -2.23014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 175731 members 
Entering Unmasked Estep 
Score: -22301386.000000 Penalty: 5993.378418
	Iteration 68Q: 3 clusters Score -2.230139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 175737 members 
Entering Unmasked Estep 
Score: -22301384.000000 Penalty: 5993.378418
	Iteration 69Q: 3 clusters Score -2.230138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 175740 members 
Entering Unmasked Estep 
Score: -22301396.000000 Penalty: 5993.378418
	Iteration 70Q: 3 clusters Score -2.23014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 175744 members 
Entering Unmasked Estep 
Score: -22301388.000000 Penalty: 5993.378418
	Iteration 71Q: 3 clusters Score -2.230139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 175747 members 
Entering Unmasked Estep 
Score: -22301400.000000 Penalty: 5993.378418
	Iteration 72Q: 3 clusters Score -2.23014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 175753 members 
Entering Unmasked Estep 
Score: -22301390.000000 Penalty: 5993.378418
	Iteration 73Q: 3 clusters Score -2.230139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 175760 members 
Entering Unmasked Estep 
Score: -22301396.000000 Penalty: 5993.378418
	Iteration 74Q: 3 clusters Score -2.23014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 175769 members 
Entering Unmasked Estep 
Score: -22301426.000000 Penalty: 5993.378418
	Iteration 75Q: 3 clusters Score -2.230143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 175776 members 
Entering Unmasked Estep 
Score: -22301410.000000 Penalty: 5993.378418
	Iteration 76Q: 3 clusters Score -2.230141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 175786 members 
Entering Unmasked Estep 
Score: -22301408.000000 Penalty: 5993.378418
	Iteration 77Q: 3 clusters Score -2.230141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 175794 members 
Entering Unmasked Estep 
Score: -22301414.000000 Penalty: 5993.378418
	Iteration 78Q: 3 clusters Score -2.230141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 175802 members 
Entering Unmasked Estep 
Score: -22301388.000000 Penalty: 5993.378418
	Iteration 79Q: 3 clusters Score -2.230139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 175808 members 
Entering Unmasked Estep 
Score: -22301390.000000 Penalty: 5993.378418
	Iteration 80F: 3 clusters Score -2.230139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 175817 members 
Entering Unmasked Estep 
Score: -22301376.000000 Penalty: 5993.378418
	Iteration 81Q: 3 clusters Score -2.230138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 175824 members 
Entering Unmasked Estep 
Score: -22301388.000000 Penalty: 5993.378418
	Iteration 82Q: 3 clusters Score -2.230139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 175829 members 
Entering Unmasked Estep 
Score: -22301390.000000 Penalty: 5993.378418
	Iteration 83Q: 3 clusters Score -2.230139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 175832 members 
Entering Unmasked Estep 
Score: -22301400.000000 Penalty: 5993.378418
	Iteration 84Q: 3 clusters Score -2.23014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 175834 members 
Entering Unmasked Estep 
Score: -22301398.000000 Penalty: 5993.378418
	Iteration 85Q: 3 clusters Score -2.23014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 175834 members 
Entering Unmasked Estep 
Score: -22301398.000000 Penalty: 5993.378418
	Iteration 86F: 3 clusters Score -2.23014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -76319.570312 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -76319.57 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 394 members 
Entering Unmasked Estep 
Score: -74674.796875 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -74674.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -75489.500000 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -75489.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75984.453125 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -75984.45 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76496.875000 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -76496.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76648.765625 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -76648.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76714.312500 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -76714.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76746.984375 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -76746.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76756.781250 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -76756.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76767.375000 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -76767.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76831.562500 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -76831.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -76867.304688 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -76867.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76904.937500 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -76904.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -76944.976562 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -76944.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -76969.070312 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -76969.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77004.039062 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -77004.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -77046.429688 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -77046.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -77087.382812 Penalty: 3329.023193
	Iteration 16Q: 3 clusters Score -77087.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -77152.523438 Penalty: 3329.023193
	Iteration 17Q: 3 clusters Score -77152.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -77243.859375 Penalty: 3329.023193
	Iteration 18Q: 3 clusters Score -77243.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -77332.218750 Penalty: 3329.023193
	Iteration 19Q: 3 clusters Score -77332.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -77348.242188 Penalty: 3329.023193
	Iteration 20F: 3 clusters Score -77348.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -77350.828125 Penalty: 3329.023193
	Iteration 21Q: 3 clusters Score -77350.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -77350.828125 Penalty: 3329.023193
	Iteration 22F: 3 clusters Score -77350.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 408 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Mstep: Class 20 contains 414 members 
Entering Unmasked Estep 
Score: -119294216.000000 Penalty: 68348.125000
Splitting cluster 14 changes total score from -119294992.000000 to -119294216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (226570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226570 members 
Entering Unmasked Estep 
Score: -28455790.000000 Penalty: 3058.040771
	Iteration 0F: 2 clusters Score -2.845579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113186 members 
Mstep: Class 2 contains 113384 members 
Entering Unmasked Estep 
Score: -28307992.000000 Penalty: 6116.081543
	Iteration 0F: 3 clusters Score -2.830799e+07 nChanged 109291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111715 members 
Mstep: Class 2 contains 114855 members 
Entering Unmasked Estep 
Score: -28372432.000000 Penalty: 6116.081543
	Iteration 1F: 3 clusters Score -2.837243e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110714 members 
Mstep: Class 2 contains 115856 members 
Entering Unmasked Estep 
Score: -28373508.000000 Penalty: 6116.081543
	Iteration 2Q: 3 clusters Score -2.837351e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109282 members 
Mstep: Class 2 contains 117288 members 
Entering Unmasked Estep 
Score: -28375038.000000 Penalty: 6116.081543
	Iteration 3Q: 3 clusters Score -2.837504e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107177 members 
Mstep: Class 2 contains 119393 members 
Entering Unmasked Estep 
Score: -28376970.000000 Penalty: 6116.081543
	Iteration 4Q: 3 clusters Score -2.837697e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104294 members 
Mstep: Class 2 contains 122276 members 
Entering Unmasked Estep 
Score: -28380058.000000 Penalty: 6116.081543
	Iteration 5Q: 3 clusters Score -2.838006e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100417 members 
Mstep: Class 2 contains 126153 members 
Entering Unmasked Estep 
Score: -28384460.000000 Penalty: 6116.081543
	Iteration 6Q: 3 clusters Score -2.838446e+07 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95790 members 
Mstep: Class 2 contains 130780 members 
Entering Unmasked Estep 
Score: -28390942.000000 Penalty: 6116.081543
	Iteration 7Q: 3 clusters Score -2.839094e+07 nChanged 12387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90659 members 
Mstep: Class 2 contains 135911 members 
Entering Unmasked Estep 
Score: -28399218.000000 Penalty: 6116.081543
	Iteration 8F: 3 clusters Score -2.839922e+07 nChanged 13624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85635 members 
Mstep: Class 2 contains 140935 members 
Entering Unmasked Estep 
Score: -28408538.000000 Penalty: 6116.081543
	Iteration 9F: 3 clusters Score -2.840854e+07 nChanged 13722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81523 members 
Mstep: Class 2 contains 145047 members 
Entering Unmasked Estep 
Score: -28417394.000000 Penalty: 6116.081543
	Iteration 10F: 3 clusters Score -2.841739e+07 nChanged 12059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78596 members 
Mstep: Class 2 contains 147974 members 
Entering Unmasked Estep 
Score: -28423956.000000 Penalty: 6116.081543
	Iteration 11F: 3 clusters Score -2.842396e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 150409 members 
Entering Unmasked Estep 
Score: -28427174.000000 Penalty: 6116.081543
	Iteration 12Q: 3 clusters Score -2.842717e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73842 members 
Mstep: Class 2 contains 152728 members 
Entering Unmasked Estep 
Score: -28428388.000000 Penalty: 6116.081543
	Iteration 13Q: 3 clusters Score -2.842839e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71520 members 
Mstep: Class 2 contains 155050 members 
Entering Unmasked Estep 
Score: -28429208.000000 Penalty: 6116.081543
	Iteration 14Q: 3 clusters Score -2.842921e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 157296 members 
Entering Unmasked Estep 
Score: -28429936.000000 Penalty: 6116.081543
	Iteration 15Q: 3 clusters Score -2.842994e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 159440 members 
Entering Unmasked Estep 
Score: -28430470.000000 Penalty: 6116.081543
	Iteration 16Q: 3 clusters Score -2.843047e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 161575 members 
Entering Unmasked Estep 
Score: -28430926.000000 Penalty: 6116.081543
	Iteration 17Q: 3 clusters Score -2.843093e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62961 members 
Mstep: Class 2 contains 163609 members 
Entering Unmasked Estep 
Score: -28431382.000000 Penalty: 6116.081543
	Iteration 18Q: 3 clusters Score -2.843138e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 165610 members 
Entering Unmasked Estep 
Score: -28431768.000000 Penalty: 6116.081543
	Iteration 19Q: 3 clusters Score -2.843177e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 167622 members 
Entering Unmasked Estep 
Score: -28432190.000000 Penalty: 6116.081543
	Iteration 20F: 3 clusters Score -2.843219e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 169645 members 
Entering Unmasked Estep 
Score: -28432660.000000 Penalty: 6116.081543
	Iteration 21Q: 3 clusters Score -2.843266e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 171694 members 
Entering Unmasked Estep 
Score: -28433018.000000 Penalty: 6116.081543
	Iteration 22Q: 3 clusters Score -2.843302e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 173762 members 
Entering Unmasked Estep 
Score: -28433556.000000 Penalty: 6116.081543
	Iteration 23Q: 3 clusters Score -2.843356e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 175815 members 
Entering Unmasked Estep 
Score: -28434056.000000 Penalty: 6116.081543
	Iteration 24Q: 3 clusters Score -2.843406e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 177886 members 
Entering Unmasked Estep 
Score: -28434544.000000 Penalty: 6116.081543
	Iteration 25Q: 3 clusters Score -2.843454e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 179960 members 
Entering Unmasked Estep 
Score: -28435126.000000 Penalty: 6116.081543
	Iteration 26Q: 3 clusters Score -2.843513e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 182006 members 
Entering Unmasked Estep 
Score: -28435640.000000 Penalty: 6116.081543
	Iteration 27Q: 3 clusters Score -2.843564e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 184070 members 
Entering Unmasked Estep 
Score: -28436252.000000 Penalty: 6116.081543
	Iteration 28Q: 3 clusters Score -2.843625e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 186195 members 
Entering Unmasked Estep 
Score: -28436830.000000 Penalty: 6116.081543
	Iteration 29Q: 3 clusters Score -2.843683e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 188261 members 
Entering Unmasked Estep 
Score: -28437346.000000 Penalty: 6116.081543
	Iteration 30Q: 3 clusters Score -2.843735e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 190382 members 
Entering Unmasked Estep 
Score: -28438118.000000 Penalty: 6116.081543
	Iteration 31Q: 3 clusters Score -2.843812e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 192481 members 
Entering Unmasked Estep 
Score: -28438784.000000 Penalty: 6116.081543
	Iteration 32Q: 3 clusters Score -2.843878e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 194663 members 
Entering Unmasked Estep 
Score: -28439466.000000 Penalty: 6116.081543
	Iteration 33Q: 3 clusters Score -2.843947e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 196787 members 
Entering Unmasked Estep 
Score: -28440076.000000 Penalty: 6116.081543
	Iteration 34Q: 3 clusters Score -2.844008e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 198900 members 
Entering Unmasked Estep 
Score: -28440884.000000 Penalty: 6116.081543
	Iteration 35Q: 3 clusters Score -2.844088e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 201004 members 
Entering Unmasked Estep 
Score: -28441634.000000 Penalty: 6116.081543
	Iteration 36Q: 3 clusters Score -2.844163e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 202953 members 
Entering Unmasked Estep 
Score: -28442432.000000 Penalty: 6116.081543
	Iteration 37Q: 3 clusters Score -2.844243e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 204805 members 
Entering Unmasked Estep 
Score: -28443308.000000 Penalty: 6116.081543
	Iteration 38Q: 3 clusters Score -2.844331e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 206572 members 
Entering Unmasked Estep 
Score: -28443960.000000 Penalty: 6116.081543
	Iteration 39Q: 3 clusters Score -2.844396e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 208215 members 
Entering Unmasked Estep 
Score: -28444600.000000 Penalty: 6116.081543
	Iteration 40F: 3 clusters Score -2.84446e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 209817 members 
Entering Unmasked Estep 
Score: -28445344.000000 Penalty: 6116.081543
	Iteration 41Q: 3 clusters Score -2.844534e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 211357 members 
Entering Unmasked Estep 
Score: -28446088.000000 Penalty: 6116.081543
	Iteration 42Q: 3 clusters Score -2.844609e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 212831 members 
Entering Unmasked Estep 
Score: -28446812.000000 Penalty: 6116.081543
	Iteration 43Q: 3 clusters Score -2.844681e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 214208 members 
Entering Unmasked Estep 
Score: -28447502.000000 Penalty: 6116.081543
	Iteration 44Q: 3 clusters Score -2.84475e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 215467 members 
Entering Unmasked Estep 
Score: -28448028.000000 Penalty: 6116.081543
	Iteration 45Q: 3 clusters Score -2.844803e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 216597 members 
Entering Unmasked Estep 
Score: -28448562.000000 Penalty: 6116.081543
	Iteration 46Q: 3 clusters Score -2.844856e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 217608 members 
Entering Unmasked Estep 
Score: -28449040.000000 Penalty: 6116.081543
	Iteration 47Q: 3 clusters Score -2.844904e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 218476 members 
Entering Unmasked Estep 
Score: -28449558.000000 Penalty: 6116.081543
	Iteration 48Q: 3 clusters Score -2.844956e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 219261 members 
Entering Unmasked Estep 
Score: -28449820.000000 Penalty: 6116.081543
	Iteration 49Q: 3 clusters Score -2.844982e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 219961 members 
Entering Unmasked Estep 
Score: -28450136.000000 Penalty: 6116.081543
	Iteration 50Q: 3 clusters Score -2.845014e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 220558 members 
Entering Unmasked Estep 
Score: -28450536.000000 Penalty: 6116.081543
	Iteration 51Q: 3 clusters Score -2.845054e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 221093 members 
Entering Unmasked Estep 
Score: -28450836.000000 Penalty: 6116.081543
	Iteration 52Q: 3 clusters Score -2.845084e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 221518 members 
Entering Unmasked Estep 
Score: -28451112.000000 Penalty: 6116.081543
	Iteration 53Q: 3 clusters Score -2.845111e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 221892 members 
Entering Unmasked Estep 
Score: -28451320.000000 Penalty: 6116.081543
	Iteration 54Q: 3 clusters Score -2.845132e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 222209 members 
Entering Unmasked Estep 
Score: -28451394.000000 Penalty: 6116.081543
	Iteration 55Q: 3 clusters Score -2.845139e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 222513 members 
Entering Unmasked Estep 
Score: -28451564.000000 Penalty: 6116.081543
	Iteration 56Q: 3 clusters Score -2.845156e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 222775 members 
Entering Unmasked Estep 
Score: -28451714.000000 Penalty: 6116.081543
	Iteration 57Q: 3 clusters Score -2.845171e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 222998 members 
Entering Unmasked Estep 
Score: -28451816.000000 Penalty: 6116.081543
	Iteration 58Q: 3 clusters Score -2.845182e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 223204 members 
Entering Unmasked Estep 
Score: -28451904.000000 Penalty: 6116.081543
	Iteration 59Q: 3 clusters Score -2.84519e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 223381 members 
Entering Unmasked Estep 
Score: -28452006.000000 Penalty: 6116.081543
	Iteration 60F: 3 clusters Score -2.845201e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 223513 members 
Entering Unmasked Estep 
Score: -28452058.000000 Penalty: 6116.081543
	Iteration 61Q: 3 clusters Score -2.845206e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 223642 members 
Entering Unmasked Estep 
Score: -28452120.000000 Penalty: 6116.081543
	Iteration 62Q: 3 clusters Score -2.845212e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 223769 members 
Entering Unmasked Estep 
Score: -28452186.000000 Penalty: 6116.081543
	Iteration 63Q: 3 clusters Score -2.845219e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 223876 members 
Entering Unmasked Estep 
Score: -28452242.000000 Penalty: 6116.081543
	Iteration 64Q: 3 clusters Score -2.845224e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 223971 members 
Entering Unmasked Estep 
Score: -28452324.000000 Penalty: 6116.081543
	Iteration 65Q: 3 clusters Score -2.845232e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 224056 members 
Entering Unmasked Estep 
Score: -28452388.000000 Penalty: 6116.081543
	Iteration 66Q: 3 clusters Score -2.845239e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 224129 members 
Entering Unmasked Estep 
Score: -28452396.000000 Penalty: 6116.081543
	Iteration 67Q: 3 clusters Score -2.84524e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 224181 members 
Entering Unmasked Estep 
Score: -28452430.000000 Penalty: 6116.081543
	Iteration 68Q: 3 clusters Score -2.845243e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 224239 members 
Entering Unmasked Estep 
Score: -28452466.000000 Penalty: 6116.081543
	Iteration 69Q: 3 clusters Score -2.845247e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 224282 members 
Entering Unmasked Estep 
Score: -28452492.000000 Penalty: 6116.081543
	Iteration 70Q: 3 clusters Score -2.845249e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 224307 members 
Entering Unmasked Estep 
Score: -28452498.000000 Penalty: 6116.081543
	Iteration 71Q: 3 clusters Score -2.84525e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 224329 members 
Entering Unmasked Estep 
Score: -28452528.000000 Penalty: 6116.081543
	Iteration 72Q: 3 clusters Score -2.845253e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 224348 members 
Entering Unmasked Estep 
Score: -28452550.000000 Penalty: 6116.081543
	Iteration 73Q: 3 clusters Score -2.845255e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 224370 members 
Entering Unmasked Estep 
Score: -28452578.000000 Penalty: 6116.081543
	Iteration 74Q: 3 clusters Score -2.845258e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 224393 members 
Entering Unmasked Estep 
Score: -28452590.000000 Penalty: 6116.081543
	Iteration 75Q: 3 clusters Score -2.845259e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 224427 members 
Entering Unmasked Estep 
Score: -28452598.000000 Penalty: 6116.081543
	Iteration 76Q: 3 clusters Score -2.84526e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 224472 members 
Entering Unmasked Estep 
Score: -28452626.000000 Penalty: 6116.081543
	Iteration 77Q: 3 clusters Score -2.845263e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 224512 members 
Entering Unmasked Estep 
Score: -28452678.000000 Penalty: 6116.081543
	Iteration 78Q: 3 clusters Score -2.845268e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 224544 members 
Entering Unmasked Estep 
Score: -28452622.000000 Penalty: 6116.081543
	Iteration 79Q: 3 clusters Score -2.845262e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 224562 members 
Entering Unmasked Estep 
Score: -28452620.000000 Penalty: 6116.081543
	Iteration 80F: 3 clusters Score -2.845262e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 224583 members 
Entering Unmasked Estep 
Score: -28452650.000000 Penalty: 6116.081543
	Iteration 81Q: 3 clusters Score -2.845265e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 224597 members 
Entering Unmasked Estep 
Score: -28452626.000000 Penalty: 6116.081543
	Iteration 82Q: 3 clusters Score -2.845263e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 224611 members 
Entering Unmasked Estep 
Score: -28452656.000000 Penalty: 6116.081543
	Iteration 83Q: 3 clusters Score -2.845266e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 224631 members 
Entering Unmasked Estep 
Score: -28452652.000000 Penalty: 6116.081543
	Iteration 84Q: 3 clusters Score -2.845265e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 224650 members 
Entering Unmasked Estep 
Score: -28452644.000000 Penalty: 6116.081543
	Iteration 85Q: 3 clusters Score -2.845264e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 224663 members 
Entering Unmasked Estep 
Score: -28452648.000000 Penalty: 6116.081543
	Iteration 86Q: 3 clusters Score -2.845265e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 224682 members 
Entering Unmasked Estep 
Score: -28452668.000000 Penalty: 6116.081543
	Iteration 87Q: 3 clusters Score -2.845267e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 224697 members 
Entering Unmasked Estep 
Score: -28452680.000000 Penalty: 6116.081543
	Iteration 88Q: 3 clusters Score -2.845268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 224708 members 
Entering Unmasked Estep 
Score: -28452674.000000 Penalty: 6116.081543
	Iteration 89Q: 3 clusters Score -2.845267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 224718 members 
Entering Unmasked Estep 
Score: -28452684.000000 Penalty: 6116.081543
	Iteration 90Q: 3 clusters Score -2.845268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 224728 members 
Entering Unmasked Estep 
Score: -28452726.000000 Penalty: 6116.081543
	Iteration 91Q: 3 clusters Score -2.845273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 224736 members 
Entering Unmasked Estep 
Score: -28452726.000000 Penalty: 6116.081543
	Iteration 92Q: 3 clusters Score -2.845273e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 224751 members 
Entering Unmasked Estep 
Score: -28452718.000000 Penalty: 6116.081543
	Iteration 93Q: 3 clusters Score -2.845272e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 224762 members 
Entering Unmasked Estep 
Score: -28452710.000000 Penalty: 6116.081543
	Iteration 94Q: 3 clusters Score -2.845271e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 224776 members 
Entering Unmasked Estep 
Score: -28452738.000000 Penalty: 6116.081543
	Iteration 95Q: 3 clusters Score -2.845274e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 224786 members 
Entering Unmasked Estep 
Score: -28452744.000000 Penalty: 6116.081543
	Iteration 96Q: 3 clusters Score -2.845274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 224793 members 
Entering Unmasked Estep 
Score: -28452760.000000 Penalty: 6116.081543
	Iteration 97Q: 3 clusters Score -2.845276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 224797 members 
Entering Unmasked Estep 
Score: -28452750.000000 Penalty: 6116.081543
	Iteration 98Q: 3 clusters Score -2.845275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 224800 members 
Entering Unmasked Estep 
Score: -28452730.000000 Penalty: 6116.081543
	Iteration 99Q: 3 clusters Score -2.845273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 224804 members 
Entering Unmasked Estep 
Score: -28452720.000000 Penalty: 6116.081543
	Iteration 100F: 3 clusters Score -2.845272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 224808 members 
Entering Unmasked Estep 
Score: -28452738.000000 Penalty: 6116.081543
	Iteration 101Q: 3 clusters Score -2.845274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 224810 members 
Entering Unmasked Estep 
Score: -28452726.000000 Penalty: 6116.081543
	Iteration 102Q: 3 clusters Score -2.845273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 224812 members 
Entering Unmasked Estep 
Score: -28452732.000000 Penalty: 6116.081543
	Iteration 103Q: 3 clusters Score -2.845273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 224811 members 
Entering Unmasked Estep 
Score: -28452724.000000 Penalty: 6116.081543
	Iteration 104Q: 3 clusters Score -2.845272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 224811 members 
Entering Unmasked Estep 
Score: -28452724.000000 Penalty: 6116.081543
	Iteration 105F: 3 clusters Score -2.845272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Entering Unmasked Estep 
Score: -886344.937500 Penalty: 2208.146240
	Iteration 0F: 2 clusters Score -886344.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -880402.875000 Penalty: 4416.292480
	Iteration 0F: 3 clusters Score -880402.9 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -882033.250000 Penalty: 4416.292480
	Iteration 1F: 3 clusters Score -882033.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -882544.687500 Penalty: 4416.292480
	Iteration 2F: 3 clusters Score -882544.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -883064.312500 Penalty: 4416.292480
	Iteration 3F: 3 clusters Score -883064.3 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -883533.000000 Penalty: 4416.292480
	Iteration 4F: 3 clusters Score -883533 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -883937.437500 Penalty: 4416.292480
	Iteration 5F: 3 clusters Score -883937.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -884283.250000 Penalty: 4416.292480
	Iteration 6F: 3 clusters Score -884283.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -884530.375000 Penalty: 4416.292480
	Iteration 7F: 3 clusters Score -884530.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -884693.125000 Penalty: 4416.292480
	Iteration 8Q: 3 clusters Score -884693.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -884829.625000 Penalty: 4416.292480
	Iteration 9Q: 3 clusters Score -884829.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -884933.687500 Penalty: 4416.292480
	Iteration 10Q: 3 clusters Score -884933.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -885004.062500 Penalty: 4416.292480
	Iteration 11Q: 3 clusters Score -885004.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -885061.437500 Penalty: 4416.292480
	Iteration 12Q: 3 clusters Score -885061.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -885106.062500 Penalty: 4416.292480
	Iteration 13Q: 3 clusters Score -885106.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -885139.187500 Penalty: 4416.292480
	Iteration 14Q: 3 clusters Score -885139.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -885164.562500 Penalty: 4416.292480
	Iteration 15Q: 3 clusters Score -885164.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -885181.562500 Penalty: 4416.292480
	Iteration 16Q: 3 clusters Score -885181.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -885190.937500 Penalty: 4416.292480
	Iteration 17Q: 3 clusters Score -885190.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -885194.750000 Penalty: 4416.292480
	Iteration 18Q: 3 clusters Score -885194.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -885205.125000 Penalty: 4416.292480
	Iteration 19Q: 3 clusters Score -885205.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -885207.687500 Penalty: 4416.292480
	Iteration 20F: 3 clusters Score -885207.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -885210.437500 Penalty: 4416.292480
	Iteration 21Q: 3 clusters Score -885210.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -885210.187500 Penalty: 4416.292480
	Iteration 22Q: 3 clusters Score -885210.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -885212.500000 Penalty: 4416.292480
	Iteration 23Q: 3 clusters Score -885212.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -885212.937500 Penalty: 4416.292480
	Iteration 24Q: 3 clusters Score -885212.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -885214.312500 Penalty: 4416.292480
	Iteration 25Q: 3 clusters Score -885214.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -885217.375000 Penalty: 4416.292480
	Iteration 26Q: 3 clusters Score -885217.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -885219.687500 Penalty: 4416.292480
	Iteration 27Q: 3 clusters Score -885219.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -885222.062500 Penalty: 4416.292480
	Iteration 28Q: 3 clusters Score -885222.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -885220.750000 Penalty: 4416.292480
	Iteration 29Q: 3 clusters Score -885220.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -885220.875000 Penalty: 4416.292480
	Iteration 30Q: 3 clusters Score -885220.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -885220.937500 Penalty: 4416.292480
	Iteration 31Q: 3 clusters Score -885220.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -885222.812500 Penalty: 4416.292480
	Iteration 32Q: 3 clusters Score -885222.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -885222.812500 Penalty: 4416.292480
	Iteration 33F: 3 clusters Score -885222.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Entering Unmasked Estep 
Score: -4204767.000000 Penalty: 2580.249756
	Iteration 0F: 2 clusters Score -4204767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -4182012.250000 Penalty: 5160.499512
	Iteration 0F: 3 clusters Score -4182012 nChanged 15094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -4190286.500000 Penalty: 5160.499512
	Iteration 1F: 3 clusters Score -4190286 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -4190746.750000 Penalty: 5160.499512
	Iteration 2Q: 3 clusters Score -4190747 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -4191146.000000 Penalty: 5160.499512
	Iteration 3Q: 3 clusters Score -4191146 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -4191523.750000 Penalty: 5160.499512
	Iteration 4Q: 3 clusters Score -4191524 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -4191961.750000 Penalty: 5160.499512
	Iteration 5Q: 3 clusters Score -4191962 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -4192582.000000 Penalty: 5160.499512
	Iteration 6Q: 3 clusters Score -4192582 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -4193529.250000 Penalty: 5160.499512
	Iteration 7F: 3 clusters Score -4193529 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -4194968.500000 Penalty: 5160.499512
	Iteration 8F: 3 clusters Score -4194968 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -4196904.500000 Penalty: 5160.499512
	Iteration 9F: 3 clusters Score -4196904 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -4198875.500000 Penalty: 5160.499512
	Iteration 10F: 3 clusters Score -4198876 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -4200459.000000 Penalty: 5160.499512
	Iteration 11F: 3 clusters Score -4200459 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -4201480.500000 Penalty: 5160.499512
	Iteration 12Q: 3 clusters Score -4201480 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -4201948.500000 Penalty: 5160.499512
	Iteration 13Q: 3 clusters Score -4201948 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -4202162.500000 Penalty: 5160.499512
	Iteration 14Q: 3 clusters Score -4202162 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -4202303.000000 Penalty: 5160.499512
	Iteration 15Q: 3 clusters Score -4202303 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -4202394.000000 Penalty: 5160.499512
	Iteration 16Q: 3 clusters Score -4202394 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4202449.000000 Penalty: 5160.499512
	Iteration 17Q: 3 clusters Score -4202449 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4202497.500000 Penalty: 5160.499512
	Iteration 18Q: 3 clusters Score -4202498 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4202528.500000 Penalty: 5160.499512
	Iteration 19Q: 3 clusters Score -4202528 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4202565.000000 Penalty: 5160.499512
	Iteration 20F: 3 clusters Score -4202565 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4202581.500000 Penalty: 5160.499512
	Iteration 21Q: 3 clusters Score -4202582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4202604.500000 Penalty: 5160.499512
	Iteration 22Q: 3 clusters Score -4202604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4202610.500000 Penalty: 5160.499512
	Iteration 23Q: 3 clusters Score -4202610 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4202626.000000 Penalty: 5160.499512
	Iteration 24Q: 3 clusters Score -4202626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4202643.500000 Penalty: 5160.499512
	Iteration 25Q: 3 clusters Score -4202644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4202668.500000 Penalty: 5160.499512
	Iteration 26Q: 3 clusters Score -4202668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4202679.000000 Penalty: 5160.499512
	Iteration 27Q: 3 clusters Score -4202679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4202693.000000 Penalty: 5160.499512
	Iteration 28Q: 3 clusters Score -4202693 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4202695.500000 Penalty: 5160.499512
	Iteration 29Q: 3 clusters Score -4202696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4202705.000000 Penalty: 5160.499512
	Iteration 30Q: 3 clusters Score -4202705 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4202707.500000 Penalty: 5160.499512
	Iteration 31Q: 3 clusters Score -4202708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4202722.000000 Penalty: 5160.499512
	Iteration 32Q: 3 clusters Score -4202722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4202733.500000 Penalty: 5160.499512
	Iteration 33Q: 3 clusters Score -4202734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4202738.000000 Penalty: 5160.499512
	Iteration 34Q: 3 clusters Score -4202738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4202748.000000 Penalty: 5160.499512
	Iteration 35Q: 3 clusters Score -4202748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4202752.000000 Penalty: 5160.499512
	Iteration 36Q: 3 clusters Score -4202752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4202762.000000 Penalty: 5160.499512
	Iteration 37Q: 3 clusters Score -4202762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4202769.500000 Penalty: 5160.499512
	Iteration 38Q: 3 clusters Score -4202770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4202775.000000 Penalty: 5160.499512
	Iteration 39Q: 3 clusters Score -4202775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4202785.000000 Penalty: 5160.499512
	Iteration 40F: 3 clusters Score -4202785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4202786.000000 Penalty: 5160.499512
	Iteration 41Q: 3 clusters Score -4202786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4202798.000000 Penalty: 5160.499512
	Iteration 42Q: 3 clusters Score -4202798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4202795.500000 Penalty: 5160.499512
	Iteration 43Q: 3 clusters Score -4202796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4202803.500000 Penalty: 5160.499512
	Iteration 44Q: 3 clusters Score -4202804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4202801.500000 Penalty: 5160.499512
	Iteration 45Q: 3 clusters Score -4202802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4202800.500000 Penalty: 5160.499512
	Iteration 46Q: 3 clusters Score -4202800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4202811.500000 Penalty: 5160.499512
	Iteration 47Q: 3 clusters Score -4202812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4202806.500000 Penalty: 5160.499512
	Iteration 48Q: 3 clusters Score -4202806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4202807.500000 Penalty: 5160.499512
	Iteration 49Q: 3 clusters Score -4202808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4202815.500000 Penalty: 5160.499512
	Iteration 50Q: 3 clusters Score -4202816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4202828.500000 Penalty: 5160.499512
	Iteration 51Q: 3 clusters Score -4202828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4202828.500000 Penalty: 5160.499512
	Iteration 52Q: 3 clusters Score -4202828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4202831.000000 Penalty: 5160.499512
	Iteration 53Q: 3 clusters Score -4202831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4202824.000000 Penalty: 5160.499512
	Iteration 54Q: 3 clusters Score -4202824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4202829.500000 Penalty: 5160.499512
	Iteration 55Q: 3 clusters Score -4202830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4202831.000000 Penalty: 5160.499512
	Iteration 56Q: 3 clusters Score -4202831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4202831.500000 Penalty: 5160.499512
	Iteration 57Q: 3 clusters Score -4202832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4202828.000000 Penalty: 5160.499512
	Iteration 58Q: 3 clusters Score -4202828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4202827.500000 Penalty: 5160.499512
	Iteration 59Q: 3 clusters Score -4202828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4202834.500000 Penalty: 5160.499512
	Iteration 60F: 3 clusters Score -4202834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4202833.500000 Penalty: 5160.499512
	Iteration 61Q: 3 clusters Score -4202834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4202838.000000 Penalty: 5160.499512
	Iteration 62Q: 3 clusters Score -4202838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4202837.500000 Penalty: 5160.499512
	Iteration 63Q: 3 clusters Score -4202838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4202840.500000 Penalty: 5160.499512
	Iteration 64Q: 3 clusters Score -4202840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4202839.500000 Penalty: 5160.499512
	Iteration 65Q: 3 clusters Score -4202840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4202843.000000 Penalty: 5160.499512
	Iteration 66Q: 3 clusters Score -4202843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4202845.500000 Penalty: 5160.499512
	Iteration 67Q: 3 clusters Score -4202846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4202842.500000 Penalty: 5160.499512
	Iteration 68Q: 3 clusters Score -4202842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4202840.500000 Penalty: 5160.499512
	Iteration 69Q: 3 clusters Score -4202840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4202840.500000 Penalty: 5160.499512
	Iteration 70F: 3 clusters Score -4202840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Entering Unmasked Estep 
Score: -6530154.000000 Penalty: 2689.656006
	Iteration 0F: 2 clusters Score -6530154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -6495720.500000 Penalty: 5379.312012
	Iteration 0F: 3 clusters Score -6495720 nChanged 23655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -6508935.000000 Penalty: 5379.312012
	Iteration 1F: 3 clusters Score -6508935 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -6509353.000000 Penalty: 5379.312012
	Iteration 2Q: 3 clusters Score -6509353 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -6509660.500000 Penalty: 5379.312012
	Iteration 3Q: 3 clusters Score -6509660 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -6510035.000000 Penalty: 5379.312012
	Iteration 4Q: 3 clusters Score -6510035 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -6510417.500000 Penalty: 5379.312012
	Iteration 5Q: 3 clusters Score -6510418 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -6510942.500000 Penalty: 5379.312012
	Iteration 6Q: 3 clusters Score -6510942 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -6511779.500000 Penalty: 5379.312012
	Iteration 7Q: 3 clusters Score -6511780 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -6513169.000000 Penalty: 5379.312012
	Iteration 8Q: 3 clusters Score -6513169 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -6515247.000000 Penalty: 5379.312012
	Iteration 9F: 3 clusters Score -6515247 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -6518051.500000 Penalty: 5379.312012
	Iteration 10F: 3 clusters Score -6518052 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -6521131.000000 Penalty: 5379.312012
	Iteration 11F: 3 clusters Score -6521131 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -6523495.000000 Penalty: 5379.312012
	Iteration 12Q: 3 clusters Score -6523495 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -6524928.500000 Penalty: 5379.312012
	Iteration 13Q: 3 clusters Score -6524928 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -6525715.000000 Penalty: 5379.312012
	Iteration 14Q: 3 clusters Score -6525715 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -6526169.000000 Penalty: 5379.312012
	Iteration 15Q: 3 clusters Score -6526169 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -6526518.500000 Penalty: 5379.312012
	Iteration 16Q: 3 clusters Score -6526518 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -6526735.000000 Penalty: 5379.312012
	Iteration 17Q: 3 clusters Score -6526735 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -6526937.000000 Penalty: 5379.312012
	Iteration 18Q: 3 clusters Score -6526937 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -6527042.000000 Penalty: 5379.312012
	Iteration 19Q: 3 clusters Score -6527042 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -6527163.000000 Penalty: 5379.312012
	Iteration 20F: 3 clusters Score -6527163 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -6527247.000000 Penalty: 5379.312012
	Iteration 21Q: 3 clusters Score -6527247 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -6527289.500000 Penalty: 5379.312012
	Iteration 22Q: 3 clusters Score -6527290 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -6527344.000000 Penalty: 5379.312012
	Iteration 23Q: 3 clusters Score -6527344 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -6527388.500000 Penalty: 5379.312012
	Iteration 24Q: 3 clusters Score -6527388 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -6527427.500000 Penalty: 5379.312012
	Iteration 25Q: 3 clusters Score -6527428 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -6527470.000000 Penalty: 5379.312012
	Iteration 26Q: 3 clusters Score -6527470 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6527508.000000 Penalty: 5379.312012
	Iteration 27Q: 3 clusters Score -6527508 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -6527548.000000 Penalty: 5379.312012
	Iteration 28Q: 3 clusters Score -6527548 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -6527589.000000 Penalty: 5379.312012
	Iteration 29Q: 3 clusters Score -6527589 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -6527603.500000 Penalty: 5379.312012
	Iteration 30Q: 3 clusters Score -6527604 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6527631.500000 Penalty: 5379.312012
	Iteration 31Q: 3 clusters Score -6527632 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6527668.000000 Penalty: 5379.312012
	Iteration 32Q: 3 clusters Score -6527668 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6527693.500000 Penalty: 5379.312012
	Iteration 33Q: 3 clusters Score -6527694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6527711.000000 Penalty: 5379.312012
	Iteration 34Q: 3 clusters Score -6527711 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6527723.000000 Penalty: 5379.312012
	Iteration 35Q: 3 clusters Score -6527723 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6527730.000000 Penalty: 5379.312012
	Iteration 36Q: 3 clusters Score -6527730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6527751.000000 Penalty: 5379.312012
	Iteration 37Q: 3 clusters Score -6527751 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6527763.500000 Penalty: 5379.312012
	Iteration 38Q: 3 clusters Score -6527764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6527767.000000 Penalty: 5379.312012
	Iteration 39Q: 3 clusters Score -6527767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6527777.500000 Penalty: 5379.312012
	Iteration 40F: 3 clusters Score -6527778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -6527777.500000 Penalty: 5379.312012
	Iteration 41Q: 3 clusters Score -6527778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -6527772.500000 Penalty: 5379.312012
	Iteration 42Q: 3 clusters Score -6527772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6527778.000000 Penalty: 5379.312012
	Iteration 43Q: 3 clusters Score -6527778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6527775.500000 Penalty: 5379.312012
	Iteration 44Q: 3 clusters Score -6527776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6527788.500000 Penalty: 5379.312012
	Iteration 45Q: 3 clusters Score -6527788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6527797.500000 Penalty: 5379.312012
	Iteration 46Q: 3 clusters Score -6527798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6527800.000000 Penalty: 5379.312012
	Iteration 47Q: 3 clusters Score -6527800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6527791.500000 Penalty: 5379.312012
	Iteration 48Q: 3 clusters Score -6527792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6527797.500000 Penalty: 5379.312012
	Iteration 49Q: 3 clusters Score -6527798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -6527800.500000 Penalty: 5379.312012
	Iteration 50Q: 3 clusters Score -6527800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6527802.500000 Penalty: 5379.312012
	Iteration 51Q: 3 clusters Score -6527802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6527802.000000 Penalty: 5379.312012
	Iteration 52Q: 3 clusters Score -6527802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6527809.500000 Penalty: 5379.312012
	Iteration 53Q: 3 clusters Score -6527810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -6527816.000000 Penalty: 5379.312012
	Iteration 54Q: 3 clusters Score -6527816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -6527822.000000 Penalty: 5379.312012
	Iteration 55Q: 3 clusters Score -6527822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6527824.500000 Penalty: 5379.312012
	Iteration 56Q: 3 clusters Score -6527824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6527830.500000 Penalty: 5379.312012
	Iteration 57Q: 3 clusters Score -6527830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6527831.000000 Penalty: 5379.312012
	Iteration 58Q: 3 clusters Score -6527831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6527832.000000 Penalty: 5379.312012
	Iteration 59Q: 3 clusters Score -6527832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6527834.500000 Penalty: 5379.312012
	Iteration 60F: 3 clusters Score -6527834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6527837.500000 Penalty: 5379.312012
	Iteration 61Q: 3 clusters Score -6527838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6527825.000000 Penalty: 5379.312012
	Iteration 62Q: 3 clusters Score -6527825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6527835.500000 Penalty: 5379.312012
	Iteration 63Q: 3 clusters Score -6527836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6527840.000000 Penalty: 5379.312012
	Iteration 64Q: 3 clusters Score -6527840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6527860.500000 Penalty: 5379.312012
	Iteration 65Q: 3 clusters Score -6527860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6527867.000000 Penalty: 5379.312012
	Iteration 66Q: 3 clusters Score -6527867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6527870.500000 Penalty: 5379.312012
	Iteration 67Q: 3 clusters Score -6527870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6527874.500000 Penalty: 5379.312012
	Iteration 68Q: 3 clusters Score -6527874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6527874.500000 Penalty: 5379.312012
	Iteration 69Q: 3 clusters Score -6527874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6527883.000000 Penalty: 5379.312012
	Iteration 70Q: 3 clusters Score -6527883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6527882.000000 Penalty: 5379.312012
	Iteration 71Q: 3 clusters Score -6527882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6527889.000000 Penalty: 5379.312012
	Iteration 72Q: 3 clusters Score -6527889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6527881.000000 Penalty: 5379.312012
	Iteration 73Q: 3 clusters Score -6527881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6527888.000000 Penalty: 5379.312012
	Iteration 74Q: 3 clusters Score -6527888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6527888.500000 Penalty: 5379.312012
	Iteration 75Q: 3 clusters Score -6527888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -6527895.000000 Penalty: 5379.312012
	Iteration 76Q: 3 clusters Score -6527895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6527897.500000 Penalty: 5379.312012
	Iteration 77Q: 3 clusters Score -6527898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6527899.500000 Penalty: 5379.312012
	Iteration 78Q: 3 clusters Score -6527900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6527899.000000 Penalty: 5379.312012
	Iteration 79Q: 3 clusters Score -6527899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6527900.500000 Penalty: 5379.312012
	Iteration 80F: 3 clusters Score -6527900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6527903.500000 Penalty: 5379.312012
	Iteration 81Q: 3 clusters Score -6527904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6527903.500000 Penalty: 5379.312012
	Iteration 82F: 3 clusters Score -6527904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (162145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162145 members 
Entering Unmasked Estep 
Score: -20510216.000000 Penalty: 2975.069092
	Iteration 0F: 2 clusters Score -2.051022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80837 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -20402220.000000 Penalty: 5950.138184
	Iteration 0F: 3 clusters Score -2.040222e+07 nChanged 77597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76524 members 
Mstep: Class 2 contains 85621 members 
Entering Unmasked Estep 
Score: -20447696.000000 Penalty: 5950.138184
	Iteration 1F: 3 clusters Score -2.04477e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73601 members 
Mstep: Class 2 contains 88544 members 
Entering Unmasked Estep 
Score: -20449542.000000 Penalty: 5950.138184
	Iteration 2Q: 3 clusters Score -2.044954e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 93106 members 
Entering Unmasked Estep 
Score: -20452372.000000 Penalty: 5950.138184
	Iteration 3Q: 3 clusters Score -2.045237e+07 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 99667 members 
Entering Unmasked Estep 
Score: -20457126.000000 Penalty: 5950.138184
	Iteration 4F: 3 clusters Score -2.045713e+07 nChanged 11438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53600 members 
Mstep: Class 2 contains 108545 members 
Entering Unmasked Estep 
Score: -20465306.000000 Penalty: 5950.138184
	Iteration 5F: 3 clusters Score -2.046531e+07 nChanged 12772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 118839 members 
Entering Unmasked Estep 
Score: -20476404.000000 Penalty: 5950.138184
	Iteration 6F: 3 clusters Score -2.04764e+07 nChanged 11382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 127921 members 
Entering Unmasked Estep 
Score: -20487014.000000 Penalty: 5950.138184
	Iteration 7F: 3 clusters Score -2.048701e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 134026 members 
Entering Unmasked Estep 
Score: -20494018.000000 Penalty: 5950.138184
	Iteration 8F: 3 clusters Score -2.049402e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 137761 members 
Entering Unmasked Estep 
Score: -20497592.000000 Penalty: 5950.138184
	Iteration 9Q: 3 clusters Score -2.049759e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 140525 members 
Entering Unmasked Estep 
Score: -20499218.000000 Penalty: 5950.138184
	Iteration 10Q: 3 clusters Score -2.049922e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 142970 members 
Entering Unmasked Estep 
Score: -20500562.000000 Penalty: 5950.138184
	Iteration 11Q: 3 clusters Score -2.050056e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 145131 members 
Entering Unmasked Estep 
Score: -20501566.000000 Penalty: 5950.138184
	Iteration 12Q: 3 clusters Score -2.050157e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 147133 members 
Entering Unmasked Estep 
Score: -20502550.000000 Penalty: 5950.138184
	Iteration 13Q: 3 clusters Score -2.050255e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 148973 members 
Entering Unmasked Estep 
Score: -20503350.000000 Penalty: 5950.138184
	Iteration 14Q: 3 clusters Score -2.050335e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 150588 members 
Entering Unmasked Estep 
Score: -20504038.000000 Penalty: 5950.138184
	Iteration 15Q: 3 clusters Score -2.050404e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 152092 members 
Entering Unmasked Estep 
Score: -20504818.000000 Penalty: 5950.138184
	Iteration 16Q: 3 clusters Score -2.050482e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 153418 members 
Entering Unmasked Estep 
Score: -20505282.000000 Penalty: 5950.138184
	Iteration 17Q: 3 clusters Score -2.050528e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 154566 members 
Entering Unmasked Estep 
Score: -20505846.000000 Penalty: 5950.138184
	Iteration 18Q: 3 clusters Score -2.050585e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 155592 members 
Entering Unmasked Estep 
Score: -20506270.000000 Penalty: 5950.138184
	Iteration 19Q: 3 clusters Score -2.050627e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 156433 members 
Entering Unmasked Estep 
Score: -20506630.000000 Penalty: 5950.138184
	Iteration 20F: 3 clusters Score -2.050663e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 157183 members 
Entering Unmasked Estep 
Score: -20506892.000000 Penalty: 5950.138184
	Iteration 21Q: 3 clusters Score -2.050689e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 157808 members 
Entering Unmasked Estep 
Score: -20507148.000000 Penalty: 5950.138184
	Iteration 22Q: 3 clusters Score -2.050715e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 158317 members 
Entering Unmasked Estep 
Score: -20507366.000000 Penalty: 5950.138184
	Iteration 23Q: 3 clusters Score -2.050737e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 158738 members 
Entering Unmasked Estep 
Score: -20507570.000000 Penalty: 5950.138184
	Iteration 24Q: 3 clusters Score -2.050757e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 159111 members 
Entering Unmasked Estep 
Score: -20507756.000000 Penalty: 5950.138184
	Iteration 25Q: 3 clusters Score -2.050776e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 159439 members 
Entering Unmasked Estep 
Score: -20507926.000000 Penalty: 5950.138184
	Iteration 26Q: 3 clusters Score -2.050793e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 159702 members 
Entering Unmasked Estep 
Score: -20508006.000000 Penalty: 5950.138184
	Iteration 27Q: 3 clusters Score -2.050801e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 159927 members 
Entering Unmasked Estep 
Score: -20508068.000000 Penalty: 5950.138184
	Iteration 28Q: 3 clusters Score -2.050807e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 160109 members 
Entering Unmasked Estep 
Score: -20508110.000000 Penalty: 5950.138184
	Iteration 29Q: 3 clusters Score -2.050811e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 160272 members 
Entering Unmasked Estep 
Score: -20508144.000000 Penalty: 5950.138184
	Iteration 30Q: 3 clusters Score -2.050814e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 160399 members 
Entering Unmasked Estep 
Score: -20508178.000000 Penalty: 5950.138184
	Iteration 31Q: 3 clusters Score -2.050818e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 160499 members 
Entering Unmasked Estep 
Score: -20508190.000000 Penalty: 5950.138184
	Iteration 32Q: 3 clusters Score -2.050819e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 160590 members 
Entering Unmasked Estep 
Score: -20508258.000000 Penalty: 5950.138184
	Iteration 33Q: 3 clusters Score -2.050826e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 160664 members 
Entering Unmasked Estep 
Score: -20508268.000000 Penalty: 5950.138184
	Iteration 34Q: 3 clusters Score -2.050827e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 160721 members 
Entering Unmasked Estep 
Score: -20508318.000000 Penalty: 5950.138184
	Iteration 35Q: 3 clusters Score -2.050832e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 160768 members 
Entering Unmasked Estep 
Score: -20508342.000000 Penalty: 5950.138184
	Iteration 36Q: 3 clusters Score -2.050834e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 160796 members 
Entering Unmasked Estep 
Score: -20508336.000000 Penalty: 5950.138184
	Iteration 37Q: 3 clusters Score -2.050834e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 160817 members 
Entering Unmasked Estep 
Score: -20508346.000000 Penalty: 5950.138184
	Iteration 38Q: 3 clusters Score -2.050835e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 160838 members 
Entering Unmasked Estep 
Score: -20508352.000000 Penalty: 5950.138184
	Iteration 39Q: 3 clusters Score -2.050835e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 160852 members 
Entering Unmasked Estep 
Score: -20508352.000000 Penalty: 5950.138184
	Iteration 40F: 3 clusters Score -2.050835e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 160865 members 
Entering Unmasked Estep 
Score: -20508354.000000 Penalty: 5950.138184
	Iteration 41Q: 3 clusters Score -2.050835e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 160876 members 
Entering Unmasked Estep 
Score: -20508380.000000 Penalty: 5950.138184
	Iteration 42Q: 3 clusters Score -2.050838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 160885 members 
Entering Unmasked Estep 
Score: -20508368.000000 Penalty: 5950.138184
	Iteration 43Q: 3 clusters Score -2.050837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 160895 members 
Entering Unmasked Estep 
Score: -20508372.000000 Penalty: 5950.138184
	Iteration 44Q: 3 clusters Score -2.050837e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 160911 members 
Entering Unmasked Estep 
Score: -20508376.000000 Penalty: 5950.138184
	Iteration 45Q: 3 clusters Score -2.050838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 160925 members 
Entering Unmasked Estep 
Score: -20508392.000000 Penalty: 5950.138184
	Iteration 46Q: 3 clusters Score -2.050839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 160939 members 
Entering Unmasked Estep 
Score: -20508376.000000 Penalty: 5950.138184
	Iteration 47Q: 3 clusters Score -2.050838e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 160950 members 
Entering Unmasked Estep 
Score: -20508386.000000 Penalty: 5950.138184
	Iteration 48Q: 3 clusters Score -2.050839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 160958 members 
Entering Unmasked Estep 
Score: -20508394.000000 Penalty: 5950.138184
	Iteration 49Q: 3 clusters Score -2.050839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 160967 members 
Entering Unmasked Estep 
Score: -20508412.000000 Penalty: 5950.138184
	Iteration 50Q: 3 clusters Score -2.050841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 160974 members 
Entering Unmasked Estep 
Score: -20508394.000000 Penalty: 5950.138184
	Iteration 51Q: 3 clusters Score -2.050839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 160977 members 
Entering Unmasked Estep 
Score: -20508390.000000 Penalty: 5950.138184
	Iteration 52Q: 3 clusters Score -2.050839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 160980 members 
Entering Unmasked Estep 
Score: -20508402.000000 Penalty: 5950.138184
	Iteration 53Q: 3 clusters Score -2.05084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 160982 members 
Entering Unmasked Estep 
Score: -20508400.000000 Penalty: 5950.138184
	Iteration 54Q: 3 clusters Score -2.05084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 160984 members 
Entering Unmasked Estep 
Score: -20508410.000000 Penalty: 5950.138184
	Iteration 55Q: 3 clusters Score -2.050841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 160985 members 
Entering Unmasked Estep 
Score: -20508410.000000 Penalty: 5950.138184
	Iteration 56Q: 3 clusters Score -2.050841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 160986 members 
Entering Unmasked Estep 
Score: -20508404.000000 Penalty: 5950.138184
	Iteration 57Q: 3 clusters Score -2.05084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 160986 members 
Entering Unmasked Estep 
Score: -20508404.000000 Penalty: 5950.138184
	Iteration 58F: 3 clusters Score -2.05084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294976.000000 Penalty: 64930.714844
Iteration 279Q: 20 clusters Score -1.19295e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294976.000000 Penalty: 64930.714844
Iteration 280F: 20 clusters Score -1.19295e+08 nChanged 0
Entering ConstructFrom: 
Score: -119294976.000000 Penalty: 64930.714844
Entering ConstructFrom: 
Trying to split cluster 1 (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: -812294.250000 Penalty: 2193.931152
	Iteration 0F: 2 clusters Score -812294.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -806619.500000 Penalty: 4387.862305
	Iteration 0F: 3 clusters Score -806619.5 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -808154.125000 Penalty: 4387.862305
	Iteration 1F: 3 clusters Score -808154.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -808407.875000 Penalty: 4387.862305
	Iteration 2F: 3 clusters Score -808407.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -808581.062500 Penalty: 4387.862305
	Iteration 3F: 3 clusters Score -808581.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -808752.437500 Penalty: 4387.862305
	Iteration 4Q: 3 clusters Score -808752.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -808951.375000 Penalty: 4387.862305
	Iteration 5Q: 3 clusters Score -808951.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -809141.750000 Penalty: 4387.862305
	Iteration 6Q: 3 clusters Score -809141.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -809354.687500 Penalty: 4387.862305
	Iteration 7Q: 3 clusters Score -809354.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -809593.250000 Penalty: 4387.862305
	Iteration 8Q: 3 clusters Score -809593.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -809822.375000 Penalty: 4387.862305
	Iteration 9Q: 3 clusters Score -809822.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -810046.875000 Penalty: 4387.862305
	Iteration 10Q: 3 clusters Score -810046.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -810220.937500 Penalty: 4387.862305
	Iteration 11Q: 3 clusters Score -810220.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -810351.937500 Penalty: 4387.862305
	Iteration 12Q: 3 clusters Score -810351.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -810452.562500 Penalty: 4387.862305
	Iteration 13Q: 3 clusters Score -810452.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -810554.375000 Penalty: 4387.862305
	Iteration 14Q: 3 clusters Score -810554.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -810650.500000 Penalty: 4387.862305
	Iteration 15Q: 3 clusters Score -810650.5 nChanged 95
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: -810723.937500 Penalty: 4387.862305
	Iteration 16Q: 3 clusters Score -810723.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -810788.312500 Penalty: 4387.862305
	Iteration 17Q: 3 clusters Score -810788.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -810835.250000 Penalty: 4387.862305
	Iteration 18Q: 3 clusters Score -810835.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -810875.437500 Penalty: 4387.862305
	Iteration 19Q: 3 clusters Score -810875.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -810906.875000 Penalty: 4387.862305
	Iteration 20F: 3 clusters Score -810906.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -810948.437500 Penalty: 4387.862305
	Iteration 21Q: 3 clusters Score -810948.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -810960.812500 Penalty: 4387.862305
	Iteration 22Q: 3 clusters Score -810960.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -810973.437500 Penalty: 4387.862305
	Iteration 23Q: 3 clusters Score -810973.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -810988.875000 Penalty: 4387.862305
	Iteration 24Q: 3 clusters Score -810988.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -810998.625000 Penalty: 4387.862305
	Iteration 25Q: 3 clusters Score -810998.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -811001.375000 Penalty: 4387.862305
	Iteration 26Q: 3 clusters Score -811001.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -811005.875000 Penalty: 4387.862305
	Iteration 27Q: 3 clusters Score -811005.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -811011.062500 Penalty: 4387.862305
	Iteration 28Q: 3 clusters Score -811011.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -811019.687500 Penalty: 4387.862305
	Iteration 29Q: 3 clusters Score -811019.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -811029.437500 Penalty: 4387.862305
	Iteration 30Q: 3 clusters Score -811029.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -811044.250000 Penalty: 4387.862305
	Iteration 31Q: 3 clusters Score -811044.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -811074.625000 Penalty: 4387.862305
	Iteration 32Q: 3 clusters Score -811074.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -811110.437500 Penalty: 4387.862305
	Iteration 33Q: 3 clusters Score -811110.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -811144.187500 Penalty: 4387.862305
	Iteration 34Q: 3 clusters Score -811144.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -811185.875000 Penalty: 4387.862305
	Iteration 35Q: 3 clusters Score -811185.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -811228.312500 Penalty: 4387.862305
	Iteration 36Q: 3 clusters Score -811228.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -811264.875000 Penalty: 4387.862305
	Iteration 37Q: 3 clusters Score -811264.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -811288.687500 Penalty: 4387.862305
	Iteration 38Q: 3 clusters Score -811288.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -811309.937500 Penalty: 4387.862305
	Iteration 39Q: 3 clusters Score -811309.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -811349.000000 Penalty: 4387.862305
	Iteration 40F: 3 clusters Score -811349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -811413.875000 Penalty: 4387.862305
	Iteration 41Q: 3 clusters Score -811413.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -811459.937500 Penalty: 4387.862305
	Iteration 42Q: 3 clusters Score -811459.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -811488.062500 Penalty: 4387.862305
	Iteration 43Q: 3 clusters Score -811488.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -811518.875000 Penalty: 4387.862305
	Iteration 44Q: 3 clusters Score -811518.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -811533.875000 Penalty: 4387.862305
	Iteration 45Q: 3 clusters Score -811533.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -811536.750000 Penalty: 4387.862305
	Iteration 46Q: 3 clusters Score -811536.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -811544.187500 Penalty: 4387.862305
	Iteration 47Q: 3 clusters Score -811544.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -811544.187500 Penalty: 4387.862305
	Iteration 48F: 3 clusters Score -811544.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (64625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64625 members 
Entering Unmasked Estep 
Score: -7937374.000000 Penalty: 2746.936523
	Iteration 0F: 2 clusters Score -7937374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -7894034.000000 Penalty: 5493.873047
	Iteration 0F: 3 clusters Score -7894034 nChanged 30190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -7911175.000000 Penalty: 5493.873047
	Iteration 1F: 3 clusters Score -7911175 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -7911907.500000 Penalty: 5493.873047
	Iteration 2Q: 3 clusters Score -7911908 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -7912802.500000 Penalty: 5493.873047
	Iteration 3Q: 3 clusters Score -7912802 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -7913881.000000 Penalty: 5493.873047
	Iteration 4Q: 3 clusters Score -7913881 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -7915519.500000 Penalty: 5493.873047
	Iteration 5Q: 3 clusters Score -7915520 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -7917951.500000 Penalty: 5493.873047
	Iteration 6F: 3 clusters Score -7917952 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -7921172.500000 Penalty: 5493.873047
	Iteration 7F: 3 clusters Score -7921172 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -7924868.000000 Penalty: 5493.873047
	Iteration 8F: 3 clusters Score -7924868 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -7928175.500000 Penalty: 5493.873047
	Iteration 9F: 3 clusters Score -7928176 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -7930707.000000 Penalty: 5493.873047
	Iteration 10Q: 3 clusters Score -7930707 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -7932246.500000 Penalty: 5493.873047
	Iteration 11Q: 3 clusters Score -7932246 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 58444 members 
Entering Unmasked Estep 
Score: -7933189.500000 Penalty: 5493.873047
	Iteration 12Q: 3 clusters Score -7933190 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 59179 members 
Entering Unmasked Estep 
Score: -7933786.000000 Penalty: 5493.873047
	Iteration 13Q: 3 clusters Score -7933786 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
Score: -7934206.000000 Penalty: 5493.873047
	Iteration 14Q: 3 clusters Score -7934206 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 60064 members 
Entering Unmasked Estep 
Score: -7934475.500000 Penalty: 5493.873047
	Iteration 15Q: 3 clusters Score -7934476 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -7934692.000000 Penalty: 5493.873047
	Iteration 16Q: 3 clusters Score -7934692 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -7934804.500000 Penalty: 5493.873047
	Iteration 17Q: 3 clusters Score -7934804 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -7934900.500000 Penalty: 5493.873047
	Iteration 18Q: 3 clusters Score -7934900 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -7934979.000000 Penalty: 5493.873047
	Iteration 19Q: 3 clusters Score -7934979 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -7935018.000000 Penalty: 5493.873047
	Iteration 20F: 3 clusters Score -7935018 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -7935054.500000 Penalty: 5493.873047
	Iteration 21Q: 3 clusters Score -7935054 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 61241 members 
Entering Unmasked Estep 
Score: -7935087.000000 Penalty: 5493.873047
	Iteration 22Q: 3 clusters Score -7935087 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 61325 members 
Entering Unmasked Estep 
Score: -7935090.500000 Penalty: 5493.873047
	Iteration 23Q: 3 clusters Score -7935090 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -7935140.000000 Penalty: 5493.873047
	Iteration 24Q: 3 clusters Score -7935140 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 61476 members 
Entering Unmasked Estep 
Score: -7935157.500000 Penalty: 5493.873047
	Iteration 25Q: 3 clusters Score -7935158 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 61538 members 
Entering Unmasked Estep 
Score: -7935184.500000 Penalty: 5493.873047
	Iteration 26Q: 3 clusters Score -7935184 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 61585 members 
Entering Unmasked Estep 
Score: -7935183.000000 Penalty: 5493.873047
	Iteration 27Q: 3 clusters Score -7935183 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 61632 members 
Entering Unmasked Estep 
Score: -7935175.500000 Penalty: 5493.873047
	Iteration 28Q: 3 clusters Score -7935176 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 61673 members 
Entering Unmasked Estep 
Score: -7935187.000000 Penalty: 5493.873047
	Iteration 29Q: 3 clusters Score -7935187 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 61729 members 
Entering Unmasked Estep 
Score: -7935217.000000 Penalty: 5493.873047
	Iteration 30Q: 3 clusters Score -7935217 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 61773 members 
Entering Unmasked Estep 
Score: -7935221.500000 Penalty: 5493.873047
	Iteration 31Q: 3 clusters Score -7935222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -7935244.000000 Penalty: 5493.873047
	Iteration 32Q: 3 clusters Score -7935244 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 61855 members 
Entering Unmasked Estep 
Score: -7935236.500000 Penalty: 5493.873047
	Iteration 33Q: 3 clusters Score -7935236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -7935238.000000 Penalty: 5493.873047
	Iteration 34Q: 3 clusters Score -7935238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 61918 members 
Entering Unmasked Estep 
Score: -7935256.500000 Penalty: 5493.873047
	Iteration 35Q: 3 clusters Score -7935256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 61936 members 
Entering Unmasked Estep 
Score: -7935255.500000 Penalty: 5493.873047
	Iteration 36Q: 3 clusters Score -7935256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -7935253.000000 Penalty: 5493.873047
	Iteration 37Q: 3 clusters Score -7935253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
Score: -7935259.000000 Penalty: 5493.873047
	Iteration 38Q: 3 clusters Score -7935259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 61980 members 
Entering Unmasked Estep 
Score: -7935258.500000 Penalty: 5493.873047
	Iteration 39Q: 3 clusters Score -7935258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 61996 members 
Entering Unmasked Estep 
Score: -7935264.500000 Penalty: 5493.873047
	Iteration 40F: 3 clusters Score -7935264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 62014 members 
Entering Unmasked Estep 
Score: -7935271.500000 Penalty: 5493.873047
	Iteration 41Q: 3 clusters Score -7935272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 62027 members 
Entering Unmasked Estep 
Score: -7935265.500000 Penalty: 5493.873047
	Iteration 42Q: 3 clusters Score -7935266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 62038 members 
Entering Unmasked Estep 
Score: -7935264.000000 Penalty: 5493.873047
	Iteration 43Q: 3 clusters Score -7935264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -7935271.500000 Penalty: 5493.873047
	Iteration 44Q: 3 clusters Score -7935272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 62056 members 
Entering Unmasked Estep 
Score: -7935278.500000 Penalty: 5493.873047
	Iteration 45Q: 3 clusters Score -7935278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 62073 members 
Entering Unmasked Estep 
Score: -7935279.000000 Penalty: 5493.873047
	Iteration 46Q: 3 clusters Score -7935279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 62082 members 
Entering Unmasked Estep 
Score: -7935282.500000 Penalty: 5493.873047
	Iteration 47Q: 3 clusters Score -7935282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 62088 members 
Entering Unmasked Estep 
Score: -7935279.500000 Penalty: 5493.873047
	Iteration 48Q: 3 clusters Score -7935280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -7935276.500000 Penalty: 5493.873047
	Iteration 49Q: 3 clusters Score -7935276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -7935286.000000 Penalty: 5493.873047
	Iteration 50Q: 3 clusters Score -7935286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 62102 members 
Entering Unmasked Estep 
Score: -7935279.000000 Penalty: 5493.873047
	Iteration 51Q: 3 clusters Score -7935279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 62104 members 
Entering Unmasked Estep 
Score: -7935273.500000 Penalty: 5493.873047
	Iteration 52Q: 3 clusters Score -7935274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -7935273.500000 Penalty: 5493.873047
	Iteration 53Q: 3 clusters Score -7935274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -7935269.500000 Penalty: 5493.873047
	Iteration 54Q: 3 clusters Score -7935270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -7935267.000000 Penalty: 5493.873047
	Iteration 55Q: 3 clusters Score -7935267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -7935276.000000 Penalty: 5493.873047
	Iteration 56Q: 3 clusters Score -7935276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -7935276.500000 Penalty: 5493.873047
	Iteration 57Q: 3 clusters Score -7935276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -7935276.500000 Penalty: 5493.873047
	Iteration 58F: 3 clusters Score -7935276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -60577.042969 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -60577.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59080.156250 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -59080.16 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59474.140625 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -59474.14 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59634.871094 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -59634.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59752.378906 Penalty: 3127.006592
	Iteration 3F: 3 clusters Score -59752.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -59831.800781 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -59831.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -59923.882812 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -59923.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -59968.863281 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -59968.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59997.496094 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -59997.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -60003.550781 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -60003.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -60006.570312 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -60006.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -60010.726562 Penalty: 3127.006592
	Iteration 10F: 3 clusters Score -60010.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -60023.777344 Penalty: 3127.006592
	Iteration 11Q: 3 clusters Score -60023.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -60046.949219 Penalty: 3127.006592
	Iteration 12Q: 3 clusters Score -60046.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -60057.878906 Penalty: 3127.006592
	Iteration 13Q: 3 clusters Score -60057.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -60061.492188 Penalty: 3127.006592
	Iteration 14Q: 3 clusters Score -60061.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -60061.492188 Penalty: 3127.006592
	Iteration 15F: 3 clusters Score -60061.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Entering Unmasked Estep 
Score: -5922546.500000 Penalty: 2665.834961
	Iteration 0F: 2 clusters Score -5922546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -5891012.000000 Penalty: 5331.669922
	Iteration 0F: 3 clusters Score -5891012 nChanged 21360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -5902738.000000 Penalty: 5331.669922
	Iteration 1F: 3 clusters Score -5902738 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -5903165.000000 Penalty: 5331.669922
	Iteration 2Q: 3 clusters Score -5903165 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -5903623.000000 Penalty: 5331.669922
	Iteration 3Q: 3 clusters Score -5903623 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -5904036.000000 Penalty: 5331.669922
	Iteration 4Q: 3 clusters Score -5904036 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -5904599.000000 Penalty: 5331.669922
	Iteration 5Q: 3 clusters Score -5904599 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -5905366.000000 Penalty: 5331.669922
	Iteration 6Q: 3 clusters Score -5905366 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -5906546.000000 Penalty: 5331.669922
	Iteration 7F: 3 clusters Score -5906546 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -5908610.500000 Penalty: 5331.669922
	Iteration 8F: 3 clusters Score -5908610 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -5911571.000000 Penalty: 5331.669922
	Iteration 9F: 3 clusters Score -5911571 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -5915179.500000 Penalty: 5331.669922
	Iteration 10F: 3 clusters Score -5915180 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -5918064.000000 Penalty: 5331.669922
	Iteration 11F: 3 clusters Score -5918064 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -5919714.500000 Penalty: 5331.669922
	Iteration 12Q: 3 clusters Score -5919714 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5920428.000000 Penalty: 5331.669922
	Iteration 13Q: 3 clusters Score -5920428 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5920731.500000 Penalty: 5331.669922
	Iteration 14Q: 3 clusters Score -5920732 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5920867.000000 Penalty: 5331.669922
	Iteration 15Q: 3 clusters Score -5920867 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5920947.500000 Penalty: 5331.669922
	Iteration 16Q: 3 clusters Score -5920948 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5921006.500000 Penalty: 5331.669922
	Iteration 17Q: 3 clusters Score -5921006 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5921075.500000 Penalty: 5331.669922
	Iteration 18Q: 3 clusters Score -5921076 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5921102.500000 Penalty: 5331.669922
	Iteration 19Q: 3 clusters Score -5921102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5921122.000000 Penalty: 5331.669922
	Iteration 20F: 3 clusters Score -5921122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5921131.500000 Penalty: 5331.669922
	Iteration 21Q: 3 clusters Score -5921132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5921153.500000 Penalty: 5331.669922
	Iteration 22Q: 3 clusters Score -5921154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5921146.000000 Penalty: 5331.669922
	Iteration 23Q: 3 clusters Score -5921146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5921149.500000 Penalty: 5331.669922
	Iteration 24Q: 3 clusters Score -5921150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5921149.500000 Penalty: 5331.669922
	Iteration 25Q: 3 clusters Score -5921150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5921160.000000 Penalty: 5331.669922
	Iteration 26Q: 3 clusters Score -5921160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5921160.500000 Penalty: 5331.669922
	Iteration 27Q: 3 clusters Score -5921160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5921159.500000 Penalty: 5331.669922
	Iteration 28Q: 3 clusters Score -5921160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5921168.000000 Penalty: 5331.669922
	Iteration 29Q: 3 clusters Score -5921168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5921163.000000 Penalty: 5331.669922
	Iteration 30Q: 3 clusters Score -5921163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5921167.000000 Penalty: 5331.669922
	Iteration 31Q: 3 clusters Score -5921167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5921163.500000 Penalty: 5331.669922
	Iteration 32Q: 3 clusters Score -5921164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5921165.500000 Penalty: 5331.669922
	Iteration 33Q: 3 clusters Score -5921166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5921168.000000 Penalty: 5331.669922
	Iteration 34Q: 3 clusters Score -5921168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5921164.500000 Penalty: 5331.669922
	Iteration 35Q: 3 clusters Score -5921164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5921168.000000 Penalty: 5331.669922
	Iteration 36Q: 3 clusters Score -5921168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5921168.000000 Penalty: 5331.669922
	Iteration 37F: 3 clusters Score -5921168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Entering Unmasked Estep 
Score: -359129.500000 Penalty: 1984.086548
	Iteration 0F: 2 clusters Score -359129.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -355866.406250 Penalty: 3968.173096
	Iteration 0F: 3 clusters Score -355866.4 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -356578.812500 Penalty: 3968.173096
	Iteration 1F: 3 clusters Score -356578.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -356738.437500 Penalty: 3968.173096
	Iteration 2F: 3 clusters Score -356738.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -356821.062500 Penalty: 3968.173096
	Iteration 3Q: 3 clusters Score -356821.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -356868.343750 Penalty: 3968.173096
	Iteration 4Q: 3 clusters Score -356868.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -356903.781250 Penalty: 3968.173096
	Iteration 5Q: 3 clusters Score -356903.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -356924.781250 Penalty: 3968.173096
	Iteration 6Q: 3 clusters Score -356924.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -356945.031250 Penalty: 3968.173096
	Iteration 7Q: 3 clusters Score -356945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -356962.625000 Penalty: 3968.173096
	Iteration 8Q: 3 clusters Score -356962.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -356976.843750 Penalty: 3968.173096
	Iteration 9Q: 3 clusters Score -356976.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -356986.906250 Penalty: 3968.173096
	Iteration 10Q: 3 clusters Score -356986.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -356997.312500 Penalty: 3968.173096
	Iteration 11Q: 3 clusters Score -356997.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -357004.406250 Penalty: 3968.173096
	Iteration 12Q: 3 clusters Score -357004.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -357012.687500 Penalty: 3968.173096
	Iteration 13Q: 3 clusters Score -357012.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -357025.468750 Penalty: 3968.173096
	Iteration 14Q: 3 clusters Score -357025.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -357041.656250 Penalty: 3968.173096
	Iteration 15Q: 3 clusters Score -357041.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -357056.343750 Penalty: 3968.173096
	Iteration 16Q: 3 clusters Score -357056.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -357069.437500 Penalty: 3968.173096
	Iteration 17Q: 3 clusters Score -357069.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -357079.937500 Penalty: 3968.173096
	Iteration 18Q: 3 clusters Score -357079.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -357084.218750 Penalty: 3968.173096
	Iteration 19Q: 3 clusters Score -357084.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -357087.750000 Penalty: 3968.173096
	Iteration 20F: 3 clusters Score -357087.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -357090.531250 Penalty: 3968.173096
	Iteration 21Q: 3 clusters Score -357090.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -357093.125000 Penalty: 3968.173096
	Iteration 22Q: 3 clusters Score -357093.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -357095.656250 Penalty: 3968.173096
	Iteration 23Q: 3 clusters Score -357095.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -357098.843750 Penalty: 3968.173096
	Iteration 24Q: 3 clusters Score -357098.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -357100.250000 Penalty: 3968.173096
	Iteration 25Q: 3 clusters Score -357100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -357104.250000 Penalty: 3968.173096
	Iteration 26Q: 3 clusters Score -357104.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -357107.343750 Penalty: 3968.173096
	Iteration 27Q: 3 clusters Score -357107.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -357109.781250 Penalty: 3968.173096
	Iteration 28Q: 3 clusters Score -357109.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -357113.187500 Penalty: 3968.173096
	Iteration 29Q: 3 clusters Score -357113.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -357118.437500 Penalty: 3968.173096
	Iteration 30Q: 3 clusters Score -357118.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -357123.937500 Penalty: 3968.173096
	Iteration 31Q: 3 clusters Score -357123.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -357126.875000 Penalty: 3968.173096
	Iteration 32Q: 3 clusters Score -357126.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -357131.687500 Penalty: 3968.173096
	Iteration 33Q: 3 clusters Score -357131.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -357136.187500 Penalty: 3968.173096
	Iteration 34Q: 3 clusters Score -357136.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -357139.781250 Penalty: 3968.173096
	Iteration 35Q: 3 clusters Score -357139.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -357144.062500 Penalty: 3968.173096
	Iteration 36Q: 3 clusters Score -357144.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -357148.687500 Penalty: 3968.173096
	Iteration 37Q: 3 clusters Score -357148.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -357154.250000 Penalty: 3968.173096
	Iteration 38Q: 3 clusters Score -357154.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -357159.468750 Penalty: 3968.173096
	Iteration 39Q: 3 clusters Score -357159.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -357163.625000 Penalty: 3968.173096
	Iteration 40F: 3 clusters Score -357163.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -357166.687500 Penalty: 3968.173096
	Iteration 41Q: 3 clusters Score -357166.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -357169.500000 Penalty: 3968.173096
	Iteration 42Q: 3 clusters Score -357169.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -357173.125000 Penalty: 3968.173096
	Iteration 43Q: 3 clusters Score -357173.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -357178.250000 Penalty: 3968.173096
	Iteration 44Q: 3 clusters Score -357178.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -357183.531250 Penalty: 3968.173096
	Iteration 45Q: 3 clusters Score -357183.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -357187.468750 Penalty: 3968.173096
	Iteration 46Q: 3 clusters Score -357187.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -357194.781250 Penalty: 3968.173096
	Iteration 47Q: 3 clusters Score -357194.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -357200.593750 Penalty: 3968.173096
	Iteration 48Q: 3 clusters Score -357200.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -357205.593750 Penalty: 3968.173096
	Iteration 49Q: 3 clusters Score -357205.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -357208.093750 Penalty: 3968.173096
	Iteration 50Q: 3 clusters Score -357208.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -357211.875000 Penalty: 3968.173096
	Iteration 51Q: 3 clusters Score -357211.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -357214.687500 Penalty: 3968.173096
	Iteration 52Q: 3 clusters Score -357214.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -357218.093750 Penalty: 3968.173096
	Iteration 53Q: 3 clusters Score -357218.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -357224.031250 Penalty: 3968.173096
	Iteration 54Q: 3 clusters Score -357224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -357231.906250 Penalty: 3968.173096
	Iteration 55Q: 3 clusters Score -357231.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -357239.562500 Penalty: 3968.173096
	Iteration 56Q: 3 clusters Score -357239.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -357245.531250 Penalty: 3968.173096
	Iteration 57Q: 3 clusters Score -357245.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -357250.625000 Penalty: 3968.173096
	Iteration 58Q: 3 clusters Score -357250.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -357255.687500 Penalty: 3968.173096
	Iteration 59Q: 3 clusters Score -357255.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -357261.843750 Penalty: 3968.173096
	Iteration 60F: 3 clusters Score -357261.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -357268.968750 Penalty: 3968.173096
	Iteration 61Q: 3 clusters Score -357269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -357277.406250 Penalty: 3968.173096
	Iteration 62Q: 3 clusters Score -357277.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -357285.531250 Penalty: 3968.173096
	Iteration 63Q: 3 clusters Score -357285.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -357291.531250 Penalty: 3968.173096
	Iteration 64Q: 3 clusters Score -357291.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -357301.406250 Penalty: 3968.173096
	Iteration 65Q: 3 clusters Score -357301.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -357308.875000 Penalty: 3968.173096
	Iteration 66Q: 3 clusters Score -357308.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -357317.375000 Penalty: 3968.173096
	Iteration 67Q: 3 clusters Score -357317.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -357324.812500 Penalty: 3968.173096
	Iteration 68Q: 3 clusters Score -357324.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -357340.718750 Penalty: 3968.173096
	Iteration 69Q: 3 clusters Score -357340.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -357358.468750 Penalty: 3968.173096
	Iteration 70Q: 3 clusters Score -357358.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -357377.218750 Penalty: 3968.173096
	Iteration 71Q: 3 clusters Score -357377.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -357400.250000 Penalty: 3968.173096
	Iteration 72Q: 3 clusters Score -357400.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -357436.343750 Penalty: 3968.173096
	Iteration 73Q: 3 clusters Score -357436.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -357485.437500 Penalty: 3968.173096
	Iteration 74Q: 3 clusters Score -357485.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -357561.156250 Penalty: 3968.173096
	Iteration 75Q: 3 clusters Score -357561.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -357659.062500 Penalty: 3968.173096
	Iteration 76Q: 3 clusters Score -357659.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -357805.812500 Penalty: 3968.173096
	Iteration 77Q: 3 clusters Score -357805.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -358032.437500 Penalty: 3968.173096
	Iteration 78Q: 3 clusters Score -358032.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -358266.625000 Penalty: 3968.173096
	Iteration 79Q: 3 clusters Score -358266.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -358549.593750 Penalty: 3968.173096
	Iteration 80F: 3 clusters Score -358549.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -358835.406250 Penalty: 3968.173096
	Iteration 81F: 3 clusters Score -358835.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -359162.375000 Penalty: 3968.173096
	Iteration 82Q: 3 clusters Score -359162.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -359571.843750 Penalty: 3968.173096
	Iteration 83Q: 3 clusters Score -359571.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -359837.625000 Penalty: 3968.173096
	Iteration 84Q: 3 clusters Score -359837.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -359871.093750 Penalty: 3968.173096
	Iteration 85Q: 3 clusters Score -359871.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -359879.468750 Penalty: 3968.173096
	Iteration 86Q: 3 clusters Score -359879.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -359883.281250 Penalty: 3968.173096
	Iteration 87Q: 3 clusters Score -359883.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -359885.281250 Penalty: 3968.173096
	Iteration 88Q: 3 clusters Score -359885.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -359885.281250 Penalty: 3968.173096
	Iteration 89F: 3 clusters Score -359885.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 1667 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Mstep: Class 20 contains 1315 members 
Entering Unmasked Estep 
Score: -119294112.000000 Penalty: 68348.125000
Splitting cluster 5 changes total score from -119294976.000000 to -119294112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -250472.046875 Penalty: 1896.769165
	Iteration 0F: 2 clusters Score -250472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -247784.375000 Penalty: 3793.538330
	Iteration 0F: 3 clusters Score -247784.4 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -248259.609375 Penalty: 3793.538330
	Iteration 1F: 3 clusters Score -248259.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -248386.750000 Penalty: 3793.538330
	Iteration 2F: 3 clusters Score -248386.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -248442.781250 Penalty: 3793.538330
	Iteration 3Q: 3 clusters Score -248442.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -248493.281250 Penalty: 3793.538330
	Iteration 4Q: 3 clusters Score -248493.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -248538.125000 Penalty: 3793.538330
	Iteration 5Q: 3 clusters Score -248538.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -248571.796875 Penalty: 3793.538330
	Iteration 6Q: 3 clusters Score -248571.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -248604.468750 Penalty: 3793.538330
	Iteration 7Q: 3 clusters Score -248604.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -248638.093750 Penalty: 3793.538330
	Iteration 8Q: 3 clusters Score -248638.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -248681.421875 Penalty: 3793.538330
	Iteration 9Q: 3 clusters Score -248681.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -248713.500000 Penalty: 3793.538330
	Iteration 10Q: 3 clusters Score -248713.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -248737.500000 Penalty: 3793.538330
	Iteration 11Q: 3 clusters Score -248737.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -248759.781250 Penalty: 3793.538330
	Iteration 12Q: 3 clusters Score -248759.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -248775.140625 Penalty: 3793.538330
	Iteration 13Q: 3 clusters Score -248775.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -248798.796875 Penalty: 3793.538330
	Iteration 14Q: 3 clusters Score -248798.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -248828.921875 Penalty: 3793.538330
	Iteration 15Q: 3 clusters Score -248828.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -248862.093750 Penalty: 3793.538330
	Iteration 16Q: 3 clusters Score -248862.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -248903.453125 Penalty: 3793.538330
	Iteration 17Q: 3 clusters Score -248903.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -248929.953125 Penalty: 3793.538330
	Iteration 18Q: 3 clusters Score -248930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -248953.187500 Penalty: 3793.538330
	Iteration 19Q: 3 clusters Score -248953.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -248966.015625 Penalty: 3793.538330
	Iteration 20F: 3 clusters Score -248966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -248977.156250 Penalty: 3793.538330
	Iteration 21Q: 3 clusters Score -248977.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -248987.562500 Penalty: 3793.538330
	Iteration 22Q: 3 clusters Score -248987.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -249004.859375 Penalty: 3793.538330
	Iteration 23Q: 3 clusters Score -249004.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -249023.984375 Penalty: 3793.538330
	Iteration 24Q: 3 clusters Score -249024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -249036.843750 Penalty: 3793.538330
	Iteration 25Q: 3 clusters Score -249036.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -249053.000000 Penalty: 3793.538330
	Iteration 26Q: 3 clusters Score -249053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -249063.203125 Penalty: 3793.538330
	Iteration 27Q: 3 clusters Score -249063.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -249071.843750 Penalty: 3793.538330
	Iteration 28Q: 3 clusters Score -249071.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -249082.109375 Penalty: 3793.538330
	Iteration 29Q: 3 clusters Score -249082.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -249087.609375 Penalty: 3793.538330
	Iteration 30Q: 3 clusters Score -249087.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -249092.875000 Penalty: 3793.538330
	Iteration 31Q: 3 clusters Score -249092.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -249094.968750 Penalty: 3793.538330
	Iteration 32Q: 3 clusters Score -249095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -249099.031250 Penalty: 3793.538330
	Iteration 33Q: 3 clusters Score -249099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -249104.187500 Penalty: 3793.538330
	Iteration 34Q: 3 clusters Score -249104.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -249111.718750 Penalty: 3793.538330
	Iteration 35Q: 3 clusters Score -249111.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -249118.437500 Penalty: 3793.538330
	Iteration 36Q: 3 clusters Score -249118.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -249127.546875 Penalty: 3793.538330
	Iteration 37Q: 3 clusters Score -249127.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -249136.359375 Penalty: 3793.538330
	Iteration 38Q: 3 clusters Score -249136.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -249147.953125 Penalty: 3793.538330
	Iteration 39Q: 3 clusters Score -249148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -249164.390625 Penalty: 3793.538330
	Iteration 40F: 3 clusters Score -249164.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -249174.687500 Penalty: 3793.538330
	Iteration 41Q: 3 clusters Score -249174.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -249185.000000 Penalty: 3793.538330
	Iteration 42Q: 3 clusters Score -249185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -249202.234375 Penalty: 3793.538330
	Iteration 43Q: 3 clusters Score -249202.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -249219.515625 Penalty: 3793.538330
	Iteration 44Q: 3 clusters Score -249219.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -249231.250000 Penalty: 3793.538330
	Iteration 45Q: 3 clusters Score -249231.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -249245.843750 Penalty: 3793.538330
	Iteration 46Q: 3 clusters Score -249245.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -249261.296875 Penalty: 3793.538330
	Iteration 47Q: 3 clusters Score -249261.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -249274.203125 Penalty: 3793.538330
	Iteration 48Q: 3 clusters Score -249274.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -249289.203125 Penalty: 3793.538330
	Iteration 49Q: 3 clusters Score -249289.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -249308.859375 Penalty: 3793.538330
	Iteration 50Q: 3 clusters Score -249308.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -249327.906250 Penalty: 3793.538330
	Iteration 51Q: 3 clusters Score -249327.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -249359.593750 Penalty: 3793.538330
	Iteration 52Q: 3 clusters Score -249359.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -249402.734375 Penalty: 3793.538330
	Iteration 53Q: 3 clusters Score -249402.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -249450.718750 Penalty: 3793.538330
	Iteration 54Q: 3 clusters Score -249450.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -249518.093750 Penalty: 3793.538330
	Iteration 55Q: 3 clusters Score -249518.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -249623.703125 Penalty: 3793.538330
	Iteration 56Q: 3 clusters Score -249623.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -249759.062500 Penalty: 3793.538330
	Iteration 57Q: 3 clusters Score -249759.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -249945.765625 Penalty: 3793.538330
	Iteration 58Q: 3 clusters Score -249945.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -250282.687500 Penalty: 3793.538330
	Iteration 59Q: 3 clusters Score -250282.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -250608.500000 Penalty: 3793.538330
	Iteration 60F: 3 clusters Score -250608.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -250755.171875 Penalty: 3793.538330
	Iteration 61Q: 3 clusters Score -250755.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -250851.703125 Penalty: 3793.538330
	Iteration 62Q: 3 clusters Score -250851.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -250932.546875 Penalty: 3793.538330
	Iteration 63Q: 3 clusters Score -250932.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -251008.640625 Penalty: 3793.538330
	Iteration 64Q: 3 clusters Score -251008.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -251044.734375 Penalty: 3793.538330
	Iteration 65Q: 3 clusters Score -251044.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -251059.640625 Penalty: 3793.538330
	Iteration 66Q: 3 clusters Score -251059.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -251070.546875 Penalty: 3793.538330
	Iteration 67Q: 3 clusters Score -251070.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -251076.906250 Penalty: 3793.538330
	Iteration 68Q: 3 clusters Score -251076.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -251080.484375 Penalty: 3793.538330
	Iteration 69Q: 3 clusters Score -251080.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -251080.656250 Penalty: 3793.538330
	Iteration 70Q: 3 clusters Score -251080.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -251082.250000 Penalty: 3793.538330
	Iteration 71F: 3 clusters Score -251082.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -251087.468750 Penalty: 3793.538330
	Iteration 72Q: 3 clusters Score -251087.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -251090.609375 Penalty: 3793.538330
	Iteration 73Q: 3 clusters Score -251090.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -251091.406250 Penalty: 3793.538330
	Iteration 74Q: 3 clusters Score -251091.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -251091.406250 Penalty: 3793.538330
	Iteration 75F: 3 clusters Score -251091.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Mstep: Class 20 contains 974 members 
Entering Unmasked Estep 
Score: -119294184.000000 Penalty: 68348.125000
Splitting cluster 6 changes total score from -119294976.000000 to -119294184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -18691.931641 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -18691.93 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 104 members 
Entering Unmasked Estep 
Score: -17634.015625 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -17634.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17724.923828 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -17724.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17743.990234 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -17743.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17743.990234 Penalty: 2607.717773
	Iteration 3F: 3 clusters Score -17743.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -65249.777344 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -65249.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63646.078125 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -63646.08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -64144.656250 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -64144.66 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -64374.886719 Penalty: 3217.135742
	Iteration 2F: 3 clusters Score -64374.89 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -64615.914062 Penalty: 3217.135742
	Iteration 3F: 3 clusters Score -64615.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -64738.351562 Penalty: 3217.135742
	Iteration 4Q: 3 clusters Score -64738.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -64949.164062 Penalty: 3217.135742
	Iteration 5Q: 3 clusters Score -64949.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -65374.437500 Penalty: 3217.135742
	Iteration 6F: 3 clusters Score -65374.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -65511.203125 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -65511.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -65535.019531 Penalty: 3217.135742
	Iteration 8Q: 3 clusters Score -65535.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -65558.367188 Penalty: 3217.135742
	Iteration 9Q: 3 clusters Score -65558.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -65591.515625 Penalty: 3217.135742
	Iteration 10Q: 3 clusters Score -65591.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -65641.132812 Penalty: 3217.135742
	Iteration 11Q: 3 clusters Score -65641.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -65691.914062 Penalty: 3217.135742
	Iteration 12Q: 3 clusters Score -65691.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -65755.148438 Penalty: 3217.135742
	Iteration 13Q: 3 clusters Score -65755.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -65778.242188 Penalty: 3217.135742
	Iteration 14Q: 3 clusters Score -65778.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -65791.945312 Penalty: 3217.135742
	Iteration 15Q: 3 clusters Score -65791.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -65805.804688 Penalty: 3217.135742
	Iteration 16Q: 3 clusters Score -65805.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -65813.070312 Penalty: 3217.135742
	Iteration 17Q: 3 clusters Score -65813.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -65820.640625 Penalty: 3217.135742
	Iteration 18Q: 3 clusters Score -65820.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -65820.640625 Penalty: 3217.135742
	Iteration 19F: 3 clusters Score -65820.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 224 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Mstep: Class 20 contains 432 members 
Entering Unmasked Estep 
Score: -119293712.000000 Penalty: 68348.125000
Splitting cluster 8 changes total score from -119294976.000000 to -119293712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Entering Unmasked Estep 
Score: -672206.312500 Penalty: 2131.442139
	Iteration 0F: 2 clusters Score -672206.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -667401.562500 Penalty: 4262.884277
	Iteration 0F: 3 clusters Score -667401.6 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -668531.125000 Penalty: 4262.884277
	Iteration 1F: 3 clusters Score -668531.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -668738.312500 Penalty: 4262.884277
	Iteration 2F: 3 clusters Score -668738.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -668870.312500 Penalty: 4262.884277
	Iteration 3Q: 3 clusters Score -668870.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -668962.312500 Penalty: 4262.884277
	Iteration 4Q: 3 clusters Score -668962.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -669019.625000 Penalty: 4262.884277
	Iteration 5Q: 3 clusters Score -669019.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -669065.187500 Penalty: 4262.884277
	Iteration 6Q: 3 clusters Score -669065.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -669109.000000 Penalty: 4262.884277
	Iteration 7Q: 3 clusters Score -669109 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -669156.750000 Penalty: 4262.884277
	Iteration 8Q: 3 clusters Score -669156.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -669188.875000 Penalty: 4262.884277
	Iteration 9Q: 3 clusters Score -669188.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -669218.812500 Penalty: 4262.884277
	Iteration 10Q: 3 clusters Score -669218.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -669246.500000 Penalty: 4262.884277
	Iteration 11Q: 3 clusters Score -669246.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -669271.437500 Penalty: 4262.884277
	Iteration 12Q: 3 clusters Score -669271.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -669299.625000 Penalty: 4262.884277
	Iteration 13Q: 3 clusters Score -669299.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -669327.437500 Penalty: 4262.884277
	Iteration 14Q: 3 clusters Score -669327.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -669359.937500 Penalty: 4262.884277
	Iteration 15Q: 3 clusters Score -669359.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -669394.937500 Penalty: 4262.884277
	Iteration 16Q: 3 clusters Score -669394.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -669424.250000 Penalty: 4262.884277
	Iteration 17Q: 3 clusters Score -669424.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -669453.812500 Penalty: 4262.884277
	Iteration 18Q: 3 clusters Score -669453.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -669485.750000 Penalty: 4262.884277
	Iteration 19Q: 3 clusters Score -669485.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -669523.062500 Penalty: 4262.884277
	Iteration 20F: 3 clusters Score -669523.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -669560.187500 Penalty: 4262.884277
	Iteration 21Q: 3 clusters Score -669560.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -669593.375000 Penalty: 4262.884277
	Iteration 22Q: 3 clusters Score -669593.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -669630.312500 Penalty: 4262.884277
	Iteration 23Q: 3 clusters Score -669630.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -669680.875000 Penalty: 4262.884277
	Iteration 24Q: 3 clusters Score -669680.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -669744.312500 Penalty: 4262.884277
	Iteration 25Q: 3 clusters Score -669744.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -669809.250000 Penalty: 4262.884277
	Iteration 26Q: 3 clusters Score -669809.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -669867.000000 Penalty: 4262.884277
	Iteration 27Q: 3 clusters Score -669867 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -669914.812500 Penalty: 4262.884277
	Iteration 28Q: 3 clusters Score -669914.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -669971.812500 Penalty: 4262.884277
	Iteration 29Q: 3 clusters Score -669971.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -670035.937500 Penalty: 4262.884277
	Iteration 30Q: 3 clusters Score -670035.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -670087.562500 Penalty: 4262.884277
	Iteration 31Q: 3 clusters Score -670087.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -670138.937500 Penalty: 4262.884277
	Iteration 32Q: 3 clusters Score -670138.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -670172.875000 Penalty: 4262.884277
	Iteration 33Q: 3 clusters Score -670172.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -670197.375000 Penalty: 4262.884277
	Iteration 34Q: 3 clusters Score -670197.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -670217.187500 Penalty: 4262.884277
	Iteration 35Q: 3 clusters Score -670217.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -670235.125000 Penalty: 4262.884277
	Iteration 36Q: 3 clusters Score -670235.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -670248.625000 Penalty: 4262.884277
	Iteration 37Q: 3 clusters Score -670248.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -670265.125000 Penalty: 4262.884277
	Iteration 38Q: 3 clusters Score -670265.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -670270.062500 Penalty: 4262.884277
	Iteration 39Q: 3 clusters Score -670270.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -670281.125000 Penalty: 4262.884277
	Iteration 40F: 3 clusters Score -670281.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -670290.187500 Penalty: 4262.884277
	Iteration 41Q: 3 clusters Score -670290.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -670300.500000 Penalty: 4262.884277
	Iteration 42Q: 3 clusters Score -670300.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -670308.375000 Penalty: 4262.884277
	Iteration 43Q: 3 clusters Score -670308.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -670314.187500 Penalty: 4262.884277
	Iteration 44Q: 3 clusters Score -670314.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -670319.125000 Penalty: 4262.884277
	Iteration 45Q: 3 clusters Score -670319.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -670324.437500 Penalty: 4262.884277
	Iteration 46Q: 3 clusters Score -670324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -670325.812500 Penalty: 4262.884277
	Iteration 47Q: 3 clusters Score -670325.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -670325.500000 Penalty: 4262.884277
	Iteration 48Q: 3 clusters Score -670325.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -670328.250000 Penalty: 4262.884277
	Iteration 49Q: 3 clusters Score -670328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -670332.937500 Penalty: 4262.884277
	Iteration 50Q: 3 clusters Score -670332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -670334.000000 Penalty: 4262.884277
	Iteration 51Q: 3 clusters Score -670334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -670336.750000 Penalty: 4262.884277
	Iteration 52Q: 3 clusters Score -670336.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -670336.750000 Penalty: 4262.884277
	Iteration 53F: 3 clusters Score -670336.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -66750.015625 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -66750.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -65081.785156 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -65081.79 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -65406.265625 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -65406.27 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -65769.171875 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -65769.17 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -66191.679688 Penalty: 3205.662598
	Iteration 3F: 3 clusters Score -66191.68 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -66728.382812 Penalty: 3205.662598
	Iteration 4F: 3 clusters Score -66728.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -67416.882812 Penalty: 3205.662598
	Iteration 5F: 3 clusters Score -67416.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -67542.726562 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -67542.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67678.523438 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -67678.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -67737.953125 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -67737.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -67759.437500 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -67759.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -67763.265625 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -67763.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -67765.781250 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -67765.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -67769.078125 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -67769.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67773.195312 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -67773.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67783.406250 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -67783.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67793.156250 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -67793.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -67818.742188 Penalty: 3205.662598
	Iteration 16Q: 3 clusters Score -67818.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67831.546875 Penalty: 3205.662598
	Iteration 17Q: 3 clusters Score -67831.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67844.968750 Penalty: 3205.662598
	Iteration 18Q: 3 clusters Score -67844.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67860.398438 Penalty: 3205.662598
	Iteration 19Q: 3 clusters Score -67860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67883.281250 Penalty: 3205.662598
	Iteration 20F: 3 clusters Score -67883.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67884.937500 Penalty: 3205.662598
	Iteration 21Q: 3 clusters Score -67884.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67884.937500 Penalty: 3205.662598
	Iteration 22F: 3 clusters Score -67884.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 282 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Mstep: Class 20 contains 359 members 
Entering Unmasked Estep 
Score: -119294240.000000 Penalty: 68348.125000
Splitting cluster 10 changes total score from -119294976.000000 to -119294240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -55980.210938 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -55980.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54427.734375 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -54427.73 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55016.308594 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -55016.31 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -55809.761719 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -55809.76 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56450.730469 Penalty: 3177.812500
	Iteration 3F: 3 clusters Score -56450.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56733.441406 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -56733.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56829.527344 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -56829.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56918.144531 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -56918.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56984.574219 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -56984.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -57024.570312 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -57024.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57082.773438 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -57082.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57129.046875 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -57129.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57135.929688 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -57135.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57149.089844 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -57149.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57222.054688 Penalty: 3177.812500
	Iteration 13Q: 3 clusters Score -57222.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57458.160156 Penalty: 3177.812500
	Iteration 14Q: 3 clusters Score -57458.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57460.664062 Penalty: 3177.812500
	Iteration 15Q: 3 clusters Score -57460.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57460.664062 Penalty: 3177.812500
	Iteration 16F: 3 clusters Score -57460.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 351 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Mstep: Class 20 contains 255 members 
Entering Unmasked Estep 
Score: -119294600.000000 Penalty: 68348.125000
Splitting cluster 11 changes total score from -119294976.000000 to -119294600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (175563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175563 members 
Entering Unmasked Estep 
Score: -22054360.000000 Penalty: 2994.786865
	Iteration 0F: 2 clusters Score -2.205436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87972 members 
Mstep: Class 2 contains 87591 members 
Entering Unmasked Estep 
Score: -21937540.000000 Penalty: 5989.573730
	Iteration 0F: 3 clusters Score -2.193754e+07 nChanged 84554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91432 members 
Mstep: Class 2 contains 84131 members 
Entering Unmasked Estep 
Score: -21986528.000000 Penalty: 5989.573730
	Iteration 1F: 3 clusters Score -2.198653e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93605 members 
Mstep: Class 2 contains 81958 members 
Entering Unmasked Estep 
Score: -21988058.000000 Penalty: 5989.573730
	Iteration 2Q: 3 clusters Score -2.198806e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97170 members 
Mstep: Class 2 contains 78393 members 
Entering Unmasked Estep 
Score: -21989934.000000 Penalty: 5989.573730
	Iteration 3Q: 3 clusters Score -2.198993e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102513 members 
Mstep: Class 2 contains 73050 members 
Entering Unmasked Estep 
Score: -21992938.000000 Penalty: 5989.573730
	Iteration 4Q: 3 clusters Score -2.199294e+07 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110600 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -21998340.000000 Penalty: 5989.573730
	Iteration 5F: 3 clusters Score -2.199834e+07 nChanged 12425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121731 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -22007094.000000 Penalty: 5989.573730
	Iteration 6F: 3 clusters Score -2.200709e+07 nChanged 13934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134895 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -22019196.000000 Penalty: 5989.573730
	Iteration 7F: 3 clusters Score -2.20192e+07 nChanged 12542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146903 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -22031498.000000 Penalty: 5989.573730
	Iteration 8F: 3 clusters Score -2.20315e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155041 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -22040284.000000 Penalty: 5989.573730
	Iteration 9Q: 3 clusters Score -2.204028e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159774 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -22044590.000000 Penalty: 5989.573730
	Iteration 10Q: 3 clusters Score -2.204459e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162725 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -22046778.000000 Penalty: 5989.573730
	Iteration 11Q: 3 clusters Score -2.204678e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164895 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -22048114.000000 Penalty: 5989.573730
	Iteration 12Q: 3 clusters Score -2.204811e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166642 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -22048982.000000 Penalty: 5989.573730
	Iteration 13Q: 3 clusters Score -2.204898e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168080 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -22049596.000000 Penalty: 5989.573730
	Iteration 14Q: 3 clusters Score -2.20496e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169255 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -22050216.000000 Penalty: 5989.573730
	Iteration 15Q: 3 clusters Score -2.205022e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170239 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -22050670.000000 Penalty: 5989.573730
	Iteration 16Q: 3 clusters Score -2.205067e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171076 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -22051060.000000 Penalty: 5989.573730
	Iteration 17Q: 3 clusters Score -2.205106e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171725 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -22051356.000000 Penalty: 5989.573730
	Iteration 18Q: 3 clusters Score -2.205136e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172259 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -22051590.000000 Penalty: 5989.573730
	Iteration 19Q: 3 clusters Score -2.205159e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172676 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -22051914.000000 Penalty: 5989.573730
	Iteration 20F: 3 clusters Score -2.205191e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172967 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -22052156.000000 Penalty: 5989.573730
	Iteration 21Q: 3 clusters Score -2.205216e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173182 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -22052268.000000 Penalty: 5989.573730
	Iteration 22Q: 3 clusters Score -2.205227e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173339 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -22052426.000000 Penalty: 5989.573730
	Iteration 23Q: 3 clusters Score -2.205243e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173451 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -22052546.000000 Penalty: 5989.573730
	Iteration 24Q: 3 clusters Score -2.205255e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173509 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -22052616.000000 Penalty: 5989.573730
	Iteration 25Q: 3 clusters Score -2.205262e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173542 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -22052620.000000 Penalty: 5989.573730
	Iteration 26Q: 3 clusters Score -2.205262e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173574 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -22052660.000000 Penalty: 5989.573730
	Iteration 27Q: 3 clusters Score -2.205266e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173606 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -22052662.000000 Penalty: 5989.573730
	Iteration 28Q: 3 clusters Score -2.205266e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173630 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -22052690.000000 Penalty: 5989.573730
	Iteration 29Q: 3 clusters Score -2.205269e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173653 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -22052694.000000 Penalty: 5989.573730
	Iteration 30Q: 3 clusters Score -2.205269e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173670 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -22052696.000000 Penalty: 5989.573730
	Iteration 31Q: 3 clusters Score -2.20527e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173682 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -22052678.000000 Penalty: 5989.573730
	Iteration 32Q: 3 clusters Score -2.205268e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173685 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -22052670.000000 Penalty: 5989.573730
	Iteration 33Q: 3 clusters Score -2.205267e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173699 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -22052698.000000 Penalty: 5989.573730
	Iteration 34Q: 3 clusters Score -2.20527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173711 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -22052724.000000 Penalty: 5989.573730
	Iteration 35Q: 3 clusters Score -2.205272e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173718 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -22052722.000000 Penalty: 5989.573730
	Iteration 36Q: 3 clusters Score -2.205272e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173717 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -22052746.000000 Penalty: 5989.573730
	Iteration 37Q: 3 clusters Score -2.205275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173710 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -22052724.000000 Penalty: 5989.573730
	Iteration 38Q: 3 clusters Score -2.205272e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173709 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -22052734.000000 Penalty: 5989.573730
	Iteration 39Q: 3 clusters Score -2.205273e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173712 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -22052726.000000 Penalty: 5989.573730
	Iteration 40F: 3 clusters Score -2.205273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173705 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -22052732.000000 Penalty: 5989.573730
	Iteration 41Q: 3 clusters Score -2.205273e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173708 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -22052714.000000 Penalty: 5989.573730
	Iteration 42Q: 3 clusters Score -2.205271e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173713 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -22052728.000000 Penalty: 5989.573730
	Iteration 43Q: 3 clusters Score -2.205273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173715 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -22052714.000000 Penalty: 5989.573730
	Iteration 44Q: 3 clusters Score -2.205271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173722 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -22052712.000000 Penalty: 5989.573730
	Iteration 45Q: 3 clusters Score -2.205271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173731 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -22052712.000000 Penalty: 5989.573730
	Iteration 46Q: 3 clusters Score -2.205271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173733 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -22052706.000000 Penalty: 5989.573730
	Iteration 47Q: 3 clusters Score -2.205271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173736 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -22052710.000000 Penalty: 5989.573730
	Iteration 48Q: 3 clusters Score -2.205271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173735 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -22052716.000000 Penalty: 5989.573730
	Iteration 49Q: 3 clusters Score -2.205272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173731 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -22052718.000000 Penalty: 5989.573730
	Iteration 50Q: 3 clusters Score -2.205272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173733 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -22052704.000000 Penalty: 5989.573730
	Iteration 51Q: 3 clusters Score -2.20527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173734 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -22052718.000000 Penalty: 5989.573730
	Iteration 52Q: 3 clusters Score -2.205272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173732 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -22052740.000000 Penalty: 5989.573730
	Iteration 53Q: 3 clusters Score -2.205274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173733 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -22052742.000000 Penalty: 5989.573730
	Iteration 54Q: 3 clusters Score -2.205274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173732 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -22052732.000000 Penalty: 5989.573730
	Iteration 55Q: 3 clusters Score -2.205273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173732 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -22052732.000000 Penalty: 5989.573730
	Iteration 56F: 3 clusters Score -2.205273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (176915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176915 members 
Entering Unmasked Estep 
Score: -22303288.000000 Penalty: 2996.689209
	Iteration 0F: 2 clusters Score -2.230329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88676 members 
Mstep: Class 2 contains 88239 members 
Entering Unmasked Estep 
Score: -22185950.000000 Penalty: 5993.378418
	Iteration 0F: 3 clusters Score -2.218595e+07 nChanged 84907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94045 members 
Mstep: Class 2 contains 82870 members 
Entering Unmasked Estep 
Score: -22235882.000000 Penalty: 5993.378418
	Iteration 1F: 3 clusters Score -2.223588e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97230 members 
Mstep: Class 2 contains 79685 members 
Entering Unmasked Estep 
Score: -22237320.000000 Penalty: 5993.378418
	Iteration 2Q: 3 clusters Score -2.223732e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102129 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -22239508.000000 Penalty: 5993.378418
	Iteration 3Q: 3 clusters Score -2.223951e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109325 members 
Mstep: Class 2 contains 67590 members 
Entering Unmasked Estep 
Score: -22243154.000000 Penalty: 5993.378418
	Iteration 4Q: 3 clusters Score -2.224315e+07 nChanged 10793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119596 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -22250024.000000 Penalty: 5993.378418
	Iteration 5F: 3 clusters Score -2.225002e+07 nChanged 13388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132686 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -22260712.000000 Penalty: 5993.378418
	Iteration 6F: 3 clusters Score -2.226071e+07 nChanged 14279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146735 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -22273848.000000 Penalty: 5993.378418
	Iteration 7F: 3 clusters Score -2.227385e+07 nChanged 12232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158793 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -22285794.000000 Penalty: 5993.378418
	Iteration 8F: 3 clusters Score -2.228579e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167038 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -22293600.000000 Penalty: 5993.378418
	Iteration 9Q: 3 clusters Score -2.22936e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171812 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -22297778.000000 Penalty: 5993.378418
	Iteration 10Q: 3 clusters Score -2.229778e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174215 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -22299508.000000 Penalty: 5993.378418
	Iteration 11Q: 3 clusters Score -2.229951e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175300 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -22300180.000000 Penalty: 5993.378418
	Iteration 12Q: 3 clusters Score -2.230018e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175790 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -22300550.000000 Penalty: 5993.378418
	Iteration 13Q: 3 clusters Score -2.230055e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176012 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -22300698.000000 Penalty: 5993.378418
	Iteration 14Q: 3 clusters Score -2.23007e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176121 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -22300788.000000 Penalty: 5993.378418
	Iteration 15Q: 3 clusters Score -2.230079e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176165 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -22300828.000000 Penalty: 5993.378418
	Iteration 16Q: 3 clusters Score -2.230083e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176201 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -22300878.000000 Penalty: 5993.378418
	Iteration 17Q: 3 clusters Score -2.230088e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176224 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -22300888.000000 Penalty: 5993.378418
	Iteration 18Q: 3 clusters Score -2.230089e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176243 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -22300900.000000 Penalty: 5993.378418
	Iteration 19Q: 3 clusters Score -2.23009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176256 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -22300930.000000 Penalty: 5993.378418
	Iteration 20F: 3 clusters Score -2.230093e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176262 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -22300902.000000 Penalty: 5993.378418
	Iteration 21Q: 3 clusters Score -2.23009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176265 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -22300916.000000 Penalty: 5993.378418
	Iteration 22Q: 3 clusters Score -2.230092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176270 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -22300916.000000 Penalty: 5993.378418
	Iteration 23Q: 3 clusters Score -2.230092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176273 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -22300928.000000 Penalty: 5993.378418
	Iteration 24Q: 3 clusters Score -2.230093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176278 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -22300924.000000 Penalty: 5993.378418
	Iteration 25Q: 3 clusters Score -2.230092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176279 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -22300924.000000 Penalty: 5993.378418
	Iteration 26Q: 3 clusters Score -2.230092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176277 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -22300922.000000 Penalty: 5993.378418
	Iteration 27Q: 3 clusters Score -2.230092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176277 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -22300922.000000 Penalty: 5993.378418
	Iteration 28F: 3 clusters Score -2.230092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -76319.570312 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -76319.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -74601.820312 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -74601.82 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -75289.640625 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -75289.64 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -75970.921875 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -75970.92 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76434.023438 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -76434.02 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -76845.070312 Penalty: 3329.023193
	Iteration 4F: 3 clusters Score -76845.07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -77327.304688 Penalty: 3329.023193
	Iteration 5F: 3 clusters Score -77327.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -77655.906250 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -77655.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -77863.445312 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -77863.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -77916.523438 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -77916.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78010.250000 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -78010.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78147.468750 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -78147.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -78320.281250 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -78320.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78456.617188 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -78456.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78456.617188 Penalty: 3329.023193
	Iteration 13F: 3 clusters Score -78456.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Mstep: Class 20 contains 405 members 
Entering Unmasked Estep 
Score: -119295392.000000 Penalty: 68348.125000
Splitting cluster 14 changes total score from -119294976.000000 to -119295392.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 15 (226570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226570 members 
Entering Unmasked Estep 
Score: -28455790.000000 Penalty: 3058.040771
	Iteration 0F: 2 clusters Score -2.845579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113235 members 
Mstep: Class 2 contains 113335 members 
Entering Unmasked Estep 
Score: -28308332.000000 Penalty: 6116.081543
	Iteration 0F: 3 clusters Score -2.830833e+07 nChanged 108970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112987 members 
Mstep: Class 2 contains 113583 members 
Entering Unmasked Estep 
Score: -28371722.000000 Penalty: 6116.081543
	Iteration 1F: 3 clusters Score -2.837172e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112551 members 
Mstep: Class 2 contains 114019 members 
Entering Unmasked Estep 
Score: -28372432.000000 Penalty: 6116.081543
	Iteration 2Q: 3 clusters Score -2.837243e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111932 members 
Mstep: Class 2 contains 114638 members 
Entering Unmasked Estep 
Score: -28373404.000000 Penalty: 6116.081543
	Iteration 3Q: 3 clusters Score -2.83734e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110935 members 
Mstep: Class 2 contains 115635 members 
Entering Unmasked Estep 
Score: -28374652.000000 Penalty: 6116.081543
	Iteration 4Q: 3 clusters Score -2.837465e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109333 members 
Mstep: Class 2 contains 117237 members 
Entering Unmasked Estep 
Score: -28376436.000000 Penalty: 6116.081543
	Iteration 5Q: 3 clusters Score -2.837644e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106602 members 
Mstep: Class 2 contains 119968 members 
Entering Unmasked Estep 
Score: -28379310.000000 Penalty: 6116.081543
	Iteration 6Q: 3 clusters Score -2.837931e+07 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102287 members 
Mstep: Class 2 contains 124283 members 
Entering Unmasked Estep 
Score: -28383912.000000 Penalty: 6116.081543
	Iteration 7Q: 3 clusters Score -2.838391e+07 nChanged 13554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 130989 members 
Entering Unmasked Estep 
Score: -28393014.000000 Penalty: 6116.081543
	Iteration 8F: 3 clusters Score -2.839301e+07 nChanged 16935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86574 members 
Mstep: Class 2 contains 139996 members 
Entering Unmasked Estep 
Score: -28407058.000000 Penalty: 6116.081543
	Iteration 9F: 3 clusters Score -2.840706e+07 nChanged 17742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77624 members 
Mstep: Class 2 contains 148946 members 
Entering Unmasked Estep 
Score: -28424424.000000 Penalty: 6116.081543
	Iteration 10F: 3 clusters Score -2.842442e+07 nChanged 14142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71420 members 
Mstep: Class 2 contains 155150 members 
Entering Unmasked Estep 
Score: -28434760.000000 Penalty: 6116.081543
	Iteration 11F: 3 clusters Score -2.843476e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 159524 members 
Entering Unmasked Estep 
Score: -28438624.000000 Penalty: 6116.081543
	Iteration 12Q: 3 clusters Score -2.843862e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 163669 members 
Entering Unmasked Estep 
Score: -28440724.000000 Penalty: 6116.081543
	Iteration 13Q: 3 clusters Score -2.844072e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 167788 members 
Entering Unmasked Estep 
Score: -28442442.000000 Penalty: 6116.081543
	Iteration 14Q: 3 clusters Score -2.844244e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 172002 members 
Entering Unmasked Estep 
Score: -28444306.000000 Penalty: 6116.081543
	Iteration 15Q: 3 clusters Score -2.844431e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 176133 members 
Entering Unmasked Estep 
Score: -28445992.000000 Penalty: 6116.081543
	Iteration 16Q: 3 clusters Score -2.844599e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 180108 members 
Entering Unmasked Estep 
Score: -28447780.000000 Penalty: 6116.081543
	Iteration 17Q: 3 clusters Score -2.844778e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 184025 members 
Entering Unmasked Estep 
Score: -28449326.000000 Penalty: 6116.081543
	Iteration 18Q: 3 clusters Score -2.844933e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 187523 members 
Entering Unmasked Estep 
Score: -28450358.000000 Penalty: 6116.081543
	Iteration 19Q: 3 clusters Score -2.845036e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 190743 members 
Entering Unmasked Estep 
Score: -28451176.000000 Penalty: 6116.081543
	Iteration 20F: 3 clusters Score -2.845118e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 193671 members 
Entering Unmasked Estep 
Score: -28451786.000000 Penalty: 6116.081543
	Iteration 21Q: 3 clusters Score -2.845179e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 196359 members 
Entering Unmasked Estep 
Score: -28452508.000000 Penalty: 6116.081543
	Iteration 22Q: 3 clusters Score -2.845251e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 198767 members 
Entering Unmasked Estep 
Score: -28452988.000000 Penalty: 6116.081543
	Iteration 23Q: 3 clusters Score -2.845299e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 200847 members 
Entering Unmasked Estep 
Score: -28453378.000000 Penalty: 6116.081543
	Iteration 24Q: 3 clusters Score -2.845338e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 202715 members 
Entering Unmasked Estep 
Score: -28453708.000000 Penalty: 6116.081543
	Iteration 25Q: 3 clusters Score -2.845371e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 204371 members 
Entering Unmasked Estep 
Score: -28453770.000000 Penalty: 6116.081543
	Iteration 26Q: 3 clusters Score -2.845377e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 205882 members 
Entering Unmasked Estep 
Score: -28453814.000000 Penalty: 6116.081543
	Iteration 27Q: 3 clusters Score -2.845381e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 207206 members 
Entering Unmasked Estep 
Score: -28453958.000000 Penalty: 6116.081543
	Iteration 28Q: 3 clusters Score -2.845396e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 208444 members 
Entering Unmasked Estep 
Score: -28453976.000000 Penalty: 6116.081543
	Iteration 29Q: 3 clusters Score -2.845398e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 209535 members 
Entering Unmasked Estep 
Score: -28453986.000000 Penalty: 6116.081543
	Iteration 30Q: 3 clusters Score -2.845399e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 210498 members 
Entering Unmasked Estep 
Score: -28454036.000000 Penalty: 6116.081543
	Iteration 31Q: 3 clusters Score -2.845404e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 211384 members 
Entering Unmasked Estep 
Score: -28453966.000000 Penalty: 6116.081543
	Iteration 32Q: 3 clusters Score -2.845397e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 212176 members 
Entering Unmasked Estep 
Score: -28453964.000000 Penalty: 6116.081543
	Iteration 33Q: 3 clusters Score -2.845396e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 212938 members 
Entering Unmasked Estep 
Score: -28454012.000000 Penalty: 6116.081543
	Iteration 34Q: 3 clusters Score -2.845401e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 213646 members 
Entering Unmasked Estep 
Score: -28454058.000000 Penalty: 6116.081543
	Iteration 35Q: 3 clusters Score -2.845406e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 214308 members 
Entering Unmasked Estep 
Score: -28454010.000000 Penalty: 6116.081543
	Iteration 36Q: 3 clusters Score -2.845401e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 214922 members 
Entering Unmasked Estep 
Score: -28453916.000000 Penalty: 6116.081543
	Iteration 37Q: 3 clusters Score -2.845392e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 215517 members 
Entering Unmasked Estep 
Score: -28453950.000000 Penalty: 6116.081543
	Iteration 38Q: 3 clusters Score -2.845395e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 216051 members 
Entering Unmasked Estep 
Score: -28453838.000000 Penalty: 6116.081543
	Iteration 39Q: 3 clusters Score -2.845384e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 216520 members 
Entering Unmasked Estep 
Score: -28453768.000000 Penalty: 6116.081543
	Iteration 40F: 3 clusters Score -2.845377e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 216927 members 
Entering Unmasked Estep 
Score: -28453754.000000 Penalty: 6116.081543
	Iteration 41Q: 3 clusters Score -2.845375e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 217302 members 
Entering Unmasked Estep 
Score: -28453764.000000 Penalty: 6116.081543
	Iteration 42Q: 3 clusters Score -2.845376e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 217643 members 
Entering Unmasked Estep 
Score: -28453748.000000 Penalty: 6116.081543
	Iteration 43Q: 3 clusters Score -2.845375e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 217952 members 
Entering Unmasked Estep 
Score: -28453726.000000 Penalty: 6116.081543
	Iteration 44Q: 3 clusters Score -2.845373e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 218231 members 
Entering Unmasked Estep 
Score: -28453686.000000 Penalty: 6116.081543
	Iteration 45Q: 3 clusters Score -2.845369e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 218504 members 
Entering Unmasked Estep 
Score: -28453670.000000 Penalty: 6116.081543
	Iteration 46Q: 3 clusters Score -2.845367e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 218760 members 
Entering Unmasked Estep 
Score: -28453642.000000 Penalty: 6116.081543
	Iteration 47Q: 3 clusters Score -2.845364e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 219018 members 
Entering Unmasked Estep 
Score: -28453628.000000 Penalty: 6116.081543
	Iteration 48Q: 3 clusters Score -2.845363e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 219252 members 
Entering Unmasked Estep 
Score: -28453628.000000 Penalty: 6116.081543
	Iteration 49Q: 3 clusters Score -2.845363e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 219504 members 
Entering Unmasked Estep 
Score: -28453684.000000 Penalty: 6116.081543
	Iteration 50Q: 3 clusters Score -2.845368e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 219746 members 
Entering Unmasked Estep 
Score: -28453626.000000 Penalty: 6116.081543
	Iteration 51Q: 3 clusters Score -2.845363e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 219966 members 
Entering Unmasked Estep 
Score: -28453664.000000 Penalty: 6116.081543
	Iteration 52Q: 3 clusters Score -2.845366e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 220186 members 
Entering Unmasked Estep 
Score: -28453602.000000 Penalty: 6116.081543
	Iteration 53Q: 3 clusters Score -2.84536e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 220418 members 
Entering Unmasked Estep 
Score: -28453568.000000 Penalty: 6116.081543
	Iteration 54Q: 3 clusters Score -2.845357e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 220654 members 
Entering Unmasked Estep 
Score: -28453608.000000 Penalty: 6116.081543
	Iteration 55Q: 3 clusters Score -2.845361e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 220859 members 
Entering Unmasked Estep 
Score: -28453542.000000 Penalty: 6116.081543
	Iteration 56Q: 3 clusters Score -2.845354e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 221043 members 
Entering Unmasked Estep 
Score: -28453514.000000 Penalty: 6116.081543
	Iteration 57Q: 3 clusters Score -2.845351e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 221228 members 
Entering Unmasked Estep 
Score: -28453510.000000 Penalty: 6116.081543
	Iteration 58Q: 3 clusters Score -2.845351e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 221383 members 
Entering Unmasked Estep 
Score: -28453488.000000 Penalty: 6116.081543
	Iteration 59Q: 3 clusters Score -2.845349e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 221523 members 
Entering Unmasked Estep 
Score: -28453526.000000 Penalty: 6116.081543
	Iteration 60F: 3 clusters Score -2.845353e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 221666 members 
Entering Unmasked Estep 
Score: -28453506.000000 Penalty: 6116.081543
	Iteration 61Q: 3 clusters Score -2.845351e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 221814 members 
Entering Unmasked Estep 
Score: -28453532.000000 Penalty: 6116.081543
	Iteration 62Q: 3 clusters Score -2.845353e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 221962 members 
Entering Unmasked Estep 
Score: -28453562.000000 Penalty: 6116.081543
	Iteration 63Q: 3 clusters Score -2.845356e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 222112 members 
Entering Unmasked Estep 
Score: -28453534.000000 Penalty: 6116.081543
	Iteration 64Q: 3 clusters Score -2.845353e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 222250 members 
Entering Unmasked Estep 
Score: -28453570.000000 Penalty: 6116.081543
	Iteration 65Q: 3 clusters Score -2.845357e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 222374 members 
Entering Unmasked Estep 
Score: -28453616.000000 Penalty: 6116.081543
	Iteration 66Q: 3 clusters Score -2.845362e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 222490 members 
Entering Unmasked Estep 
Score: -28453566.000000 Penalty: 6116.081543
	Iteration 67Q: 3 clusters Score -2.845357e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 222600 members 
Entering Unmasked Estep 
Score: -28453570.000000 Penalty: 6116.081543
	Iteration 68Q: 3 clusters Score -2.845357e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 222697 members 
Entering Unmasked Estep 
Score: -28453590.000000 Penalty: 6116.081543
	Iteration 69Q: 3 clusters Score -2.845359e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 222802 members 
Entering Unmasked Estep 
Score: -28453622.000000 Penalty: 6116.081543
	Iteration 70Q: 3 clusters Score -2.845362e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 222888 members 
Entering Unmasked Estep 
Score: -28453572.000000 Penalty: 6116.081543
	Iteration 71Q: 3 clusters Score -2.845357e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 222975 members 
Entering Unmasked Estep 
Score: -28453546.000000 Penalty: 6116.081543
	Iteration 72Q: 3 clusters Score -2.845355e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 223062 members 
Entering Unmasked Estep 
Score: -28453570.000000 Penalty: 6116.081543
	Iteration 73Q: 3 clusters Score -2.845357e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 223127 members 
Entering Unmasked Estep 
Score: -28453596.000000 Penalty: 6116.081543
	Iteration 74Q: 3 clusters Score -2.84536e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 223204 members 
Entering Unmasked Estep 
Score: -28453562.000000 Penalty: 6116.081543
	Iteration 75Q: 3 clusters Score -2.845356e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 223269 members 
Entering Unmasked Estep 
Score: -28453530.000000 Penalty: 6116.081543
	Iteration 76Q: 3 clusters Score -2.845353e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 223323 members 
Entering Unmasked Estep 
Score: -28453542.000000 Penalty: 6116.081543
	Iteration 77Q: 3 clusters Score -2.845354e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 223385 members 
Entering Unmasked Estep 
Score: -28453554.000000 Penalty: 6116.081543
	Iteration 78Q: 3 clusters Score -2.845355e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 223463 members 
Entering Unmasked Estep 
Score: -28453554.000000 Penalty: 6116.081543
	Iteration 79Q: 3 clusters Score -2.845355e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 223539 members 
Entering Unmasked Estep 
Score: -28453530.000000 Penalty: 6116.081543
	Iteration 80F: 3 clusters Score -2.845353e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 223603 members 
Entering Unmasked Estep 
Score: -28453514.000000 Penalty: 6116.081543
	Iteration 81Q: 3 clusters Score -2.845351e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 223663 members 
Entering Unmasked Estep 
Score: -28453540.000000 Penalty: 6116.081543
	Iteration 82Q: 3 clusters Score -2.845354e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 223725 members 
Entering Unmasked Estep 
Score: -28453526.000000 Penalty: 6116.081543
	Iteration 83Q: 3 clusters Score -2.845353e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 223778 members 
Entering Unmasked Estep 
Score: -28453528.000000 Penalty: 6116.081543
	Iteration 84Q: 3 clusters Score -2.845353e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 223825 members 
Entering Unmasked Estep 
Score: -28453542.000000 Penalty: 6116.081543
	Iteration 85Q: 3 clusters Score -2.845354e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 223866 members 
Entering Unmasked Estep 
Score: -28453546.000000 Penalty: 6116.081543
	Iteration 86Q: 3 clusters Score -2.845355e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 223899 members 
Entering Unmasked Estep 
Score: -28453502.000000 Penalty: 6116.081543
	Iteration 87Q: 3 clusters Score -2.84535e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 223929 members 
Entering Unmasked Estep 
Score: -28453466.000000 Penalty: 6116.081543
	Iteration 88Q: 3 clusters Score -2.845347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 223948 members 
Entering Unmasked Estep 
Score: -28453496.000000 Penalty: 6116.081543
	Iteration 89Q: 3 clusters Score -2.84535e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 223963 members 
Entering Unmasked Estep 
Score: -28453470.000000 Penalty: 6116.081543
	Iteration 90Q: 3 clusters Score -2.845347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 223976 members 
Entering Unmasked Estep 
Score: -28453476.000000 Penalty: 6116.081543
	Iteration 91Q: 3 clusters Score -2.845348e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 223997 members 
Entering Unmasked Estep 
Score: -28453468.000000 Penalty: 6116.081543
	Iteration 92Q: 3 clusters Score -2.845347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 224013 members 
Entering Unmasked Estep 
Score: -28453468.000000 Penalty: 6116.081543
	Iteration 93Q: 3 clusters Score -2.845347e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 224038 members 
Entering Unmasked Estep 
Score: -28453500.000000 Penalty: 6116.081543
	Iteration 94Q: 3 clusters Score -2.84535e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 224069 members 
Entering Unmasked Estep 
Score: -28453504.000000 Penalty: 6116.081543
	Iteration 95Q: 3 clusters Score -2.84535e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 224096 members 
Entering Unmasked Estep 
Score: -28453494.000000 Penalty: 6116.081543
	Iteration 96Q: 3 clusters Score -2.845349e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 224118 members 
Entering Unmasked Estep 
Score: -28453494.000000 Penalty: 6116.081543
	Iteration 97Q: 3 clusters Score -2.845349e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 224142 members 
Entering Unmasked Estep 
Score: -28453510.000000 Penalty: 6116.081543
	Iteration 98Q: 3 clusters Score -2.845351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 224156 members 
Entering Unmasked Estep 
Score: -28453514.000000 Penalty: 6116.081543
	Iteration 99Q: 3 clusters Score -2.845351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 224171 members 
Entering Unmasked Estep 
Score: -28453494.000000 Penalty: 6116.081543
	Iteration 100F: 3 clusters Score -2.845349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 224181 members 
Entering Unmasked Estep 
Score: -28453516.000000 Penalty: 6116.081543
	Iteration 101Q: 3 clusters Score -2.845352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 224191 members 
Entering Unmasked Estep 
Score: -28453520.000000 Penalty: 6116.081543
	Iteration 102Q: 3 clusters Score -2.845352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 224204 members 
Entering Unmasked Estep 
Score: -28453494.000000 Penalty: 6116.081543
	Iteration 103Q: 3 clusters Score -2.845349e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 224219 members 
Entering Unmasked Estep 
Score: -28453482.000000 Penalty: 6116.081543
	Iteration 104Q: 3 clusters Score -2.845348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 224231 members 
Entering Unmasked Estep 
Score: -28453504.000000 Penalty: 6116.081543
	Iteration 105Q: 3 clusters Score -2.84535e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 224245 members 
Entering Unmasked Estep 
Score: -28453484.000000 Penalty: 6116.081543
	Iteration 106Q: 3 clusters Score -2.845348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 224254 members 
Entering Unmasked Estep 
Score: -28453520.000000 Penalty: 6116.081543
	Iteration 107Q: 3 clusters Score -2.845352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 224263 members 
Entering Unmasked Estep 
Score: -28453536.000000 Penalty: 6116.081543
	Iteration 108Q: 3 clusters Score -2.845354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 224272 members 
Entering Unmasked Estep 
Score: -28453538.000000 Penalty: 6116.081543
	Iteration 109Q: 3 clusters Score -2.845354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 224281 members 
Entering Unmasked Estep 
Score: -28453528.000000 Penalty: 6116.081543
	Iteration 110Q: 3 clusters Score -2.845353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 224290 members 
Entering Unmasked Estep 
Score: -28453534.000000 Penalty: 6116.081543
	Iteration 111Q: 3 clusters Score -2.845353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 224295 members 
Entering Unmasked Estep 
Score: -28453554.000000 Penalty: 6116.081543
	Iteration 112Q: 3 clusters Score -2.845355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 224303 members 
Entering Unmasked Estep 
Score: -28453542.000000 Penalty: 6116.081543
	Iteration 113Q: 3 clusters Score -2.845354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 224306 members 
Entering Unmasked Estep 
Score: -28453532.000000 Penalty: 6116.081543
	Iteration 114Q: 3 clusters Score -2.845353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 224308 members 
Entering Unmasked Estep 
Score: -28453540.000000 Penalty: 6116.081543
	Iteration 115Q: 3 clusters Score -2.845354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 224308 members 
Entering Unmasked Estep 
Score: -28453550.000000 Penalty: 6116.081543
	Iteration 116Q: 3 clusters Score -2.845355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 224308 members 
Entering Unmasked Estep 
Score: -28453544.000000 Penalty: 6116.081543
	Iteration 117Q: 3 clusters Score -2.845354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 224309 members 
Entering Unmasked Estep 
Score: -28453542.000000 Penalty: 6116.081543
	Iteration 118Q: 3 clusters Score -2.845354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 224309 members 
Entering Unmasked Estep 
Score: -28453544.000000 Penalty: 6116.081543
	Iteration 119Q: 3 clusters Score -2.845354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 224309 members 
Entering Unmasked Estep 
Score: -28453534.000000 Penalty: 6116.081543
	Iteration 120F: 3 clusters Score -2.845353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 224310 members 
Entering Unmasked Estep 
Score: -28453538.000000 Penalty: 6116.081543
	Iteration 121Q: 3 clusters Score -2.845354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 224311 members 
Entering Unmasked Estep 
Score: -28453542.000000 Penalty: 6116.081543
	Iteration 122Q: 3 clusters Score -2.845354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 224311 members 
Entering Unmasked Estep 
Score: -28453542.000000 Penalty: 6116.081543
	Iteration 123F: 3 clusters Score -2.845354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Entering Unmasked Estep 
Score: -886344.937500 Penalty: 2208.146240
	Iteration 0F: 2 clusters Score -886344.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -880311.500000 Penalty: 4416.292480
	Iteration 0F: 3 clusters Score -880311.5 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -881827.750000 Penalty: 4416.292480
	Iteration 1F: 3 clusters Score -881827.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -882167.000000 Penalty: 4416.292480
	Iteration 2F: 3 clusters Score -882167 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -882479.187500 Penalty: 4416.292480
	Iteration 3F: 3 clusters Score -882479.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -882789.312500 Penalty: 4416.292480
	Iteration 4F: 3 clusters Score -882789.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -883077.937500 Penalty: 4416.292480
	Iteration 5F: 3 clusters Score -883077.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -883350.000000 Penalty: 4416.292480
	Iteration 6F: 3 clusters Score -883350 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -883615.375000 Penalty: 4416.292480
	Iteration 7F: 3 clusters Score -883615.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -883872.625000 Penalty: 4416.292480
	Iteration 8F: 3 clusters Score -883872.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -884107.500000 Penalty: 4416.292480
	Iteration 9F: 3 clusters Score -884107.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -884295.125000 Penalty: 4416.292480
	Iteration 10Q: 3 clusters Score -884295.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -884454.125000 Penalty: 4416.292480
	Iteration 11Q: 3 clusters Score -884454.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -884577.812500 Penalty: 4416.292480
	Iteration 12Q: 3 clusters Score -884577.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -884678.125000 Penalty: 4416.292480
	Iteration 13Q: 3 clusters Score -884678.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -884751.375000 Penalty: 4416.292480
	Iteration 14Q: 3 clusters Score -884751.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -884808.687500 Penalty: 4416.292480
	Iteration 15Q: 3 clusters Score -884808.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -884854.562500 Penalty: 4416.292480
	Iteration 16Q: 3 clusters Score -884854.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -884888.875000 Penalty: 4416.292480
	Iteration 17Q: 3 clusters Score -884888.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -884927.625000 Penalty: 4416.292480
	Iteration 18Q: 3 clusters Score -884927.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -884964.562500 Penalty: 4416.292480
	Iteration 19Q: 3 clusters Score -884964.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -885001.125000 Penalty: 4416.292480
	Iteration 20F: 3 clusters Score -885001.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -885033.937500 Penalty: 4416.292480
	Iteration 21Q: 3 clusters Score -885033.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -885056.687500 Penalty: 4416.292480
	Iteration 22Q: 3 clusters Score -885056.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -885081.687500 Penalty: 4416.292480
	Iteration 23Q: 3 clusters Score -885081.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -885102.562500 Penalty: 4416.292480
	Iteration 24Q: 3 clusters Score -885102.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -885120.000000 Penalty: 4416.292480
	Iteration 25Q: 3 clusters Score -885120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -885136.812500 Penalty: 4416.292480
	Iteration 26Q: 3 clusters Score -885136.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -885151.187500 Penalty: 4416.292480
	Iteration 27Q: 3 clusters Score -885151.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -885159.375000 Penalty: 4416.292480
	Iteration 28Q: 3 clusters Score -885159.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -885166.187500 Penalty: 4416.292480
	Iteration 29Q: 3 clusters Score -885166.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -885170.437500 Penalty: 4416.292480
	Iteration 30Q: 3 clusters Score -885170.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -885173.625000 Penalty: 4416.292480
	Iteration 31Q: 3 clusters Score -885173.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -885179.250000 Penalty: 4416.292480
	Iteration 32Q: 3 clusters Score -885179.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -885184.937500 Penalty: 4416.292480
	Iteration 33Q: 3 clusters Score -885184.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -885190.437500 Penalty: 4416.292480
	Iteration 34Q: 3 clusters Score -885190.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -885197.312500 Penalty: 4416.292480
	Iteration 35Q: 3 clusters Score -885197.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -885203.312500 Penalty: 4416.292480
	Iteration 36Q: 3 clusters Score -885203.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -885205.812500 Penalty: 4416.292480
	Iteration 37Q: 3 clusters Score -885205.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -885209.000000 Penalty: 4416.292480
	Iteration 38Q: 3 clusters Score -885209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -885212.437500 Penalty: 4416.292480
	Iteration 39Q: 3 clusters Score -885212.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -885213.375000 Penalty: 4416.292480
	Iteration 40F: 3 clusters Score -885213.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -885215.125000 Penalty: 4416.292480
	Iteration 41Q: 3 clusters Score -885215.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -885218.437500 Penalty: 4416.292480
	Iteration 42Q: 3 clusters Score -885218.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -885220.312500 Penalty: 4416.292480
	Iteration 43Q: 3 clusters Score -885220.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -885225.562500 Penalty: 4416.292480
	Iteration 44Q: 3 clusters Score -885225.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -885228.125000 Penalty: 4416.292480
	Iteration 45Q: 3 clusters Score -885228.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -885227.375000 Penalty: 4416.292480
	Iteration 46Q: 3 clusters Score -885227.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -885228.937500 Penalty: 4416.292480
	Iteration 47Q: 3 clusters Score -885228.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -885229.437500 Penalty: 4416.292480
	Iteration 48Q: 3 clusters Score -885229.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -885231.187500 Penalty: 4416.292480
	Iteration 49Q: 3 clusters Score -885231.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -885233.125000 Penalty: 4416.292480
	Iteration 50Q: 3 clusters Score -885233.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -885233.125000 Penalty: 4416.292480
	Iteration 51Q: 3 clusters Score -885233.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -885235.375000 Penalty: 4416.292480
	Iteration 52Q: 3 clusters Score -885235.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -885234.437500 Penalty: 4416.292480
	Iteration 53Q: 3 clusters Score -885234.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -885234.250000 Penalty: 4416.292480
	Iteration 54Q: 3 clusters Score -885234.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -885236.187500 Penalty: 4416.292480
	Iteration 55Q: 3 clusters Score -885236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -885236.062500 Penalty: 4416.292480
	Iteration 56Q: 3 clusters Score -885236.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -885236.250000 Penalty: 4416.292480
	Iteration 57Q: 3 clusters Score -885236.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -885236.250000 Penalty: 4416.292480
	Iteration 58F: 3 clusters Score -885236.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Entering Unmasked Estep 
Score: -4204767.000000 Penalty: 2580.249756
	Iteration 0F: 2 clusters Score -4204767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -4182173.000000 Penalty: 5160.499512
	Iteration 0F: 3 clusters Score -4182173 nChanged 15119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -4190337.250000 Penalty: 5160.499512
	Iteration 1F: 3 clusters Score -4190337 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -4190758.500000 Penalty: 5160.499512
	Iteration 2Q: 3 clusters Score -4190758 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -4191096.000000 Penalty: 5160.499512
	Iteration 3Q: 3 clusters Score -4191096 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -4191373.500000 Penalty: 5160.499512
	Iteration 4Q: 3 clusters Score -4191374 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -4191679.000000 Penalty: 5160.499512
	Iteration 5Q: 3 clusters Score -4191679 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -4192007.500000 Penalty: 5160.499512
	Iteration 6Q: 3 clusters Score -4192008 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -4192405.500000 Penalty: 5160.499512
	Iteration 7Q: 3 clusters Score -4192406 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -4192906.750000 Penalty: 5160.499512
	Iteration 8Q: 3 clusters Score -4192907 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -4193611.500000 Penalty: 5160.499512
	Iteration 9Q: 3 clusters Score -4193612 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -4194607.500000 Penalty: 5160.499512
	Iteration 10Q: 3 clusters Score -4194608 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -4195860.000000 Penalty: 5160.499512
	Iteration 11F: 3 clusters Score -4195860 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -4197276.000000 Penalty: 5160.499512
	Iteration 12F: 3 clusters Score -4197276 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -4198541.500000 Penalty: 5160.499512
	Iteration 13Q: 3 clusters Score -4198542 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -4199578.000000 Penalty: 5160.499512
	Iteration 14Q: 3 clusters Score -4199578 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -4200378.000000 Penalty: 5160.499512
	Iteration 15Q: 3 clusters Score -4200378 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -4200990.000000 Penalty: 5160.499512
	Iteration 16Q: 3 clusters Score -4200990 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4201454.000000 Penalty: 5160.499512
	Iteration 17Q: 3 clusters Score -4201454 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4201801.500000 Penalty: 5160.499512
	Iteration 18Q: 3 clusters Score -4201802 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4202035.500000 Penalty: 5160.499512
	Iteration 19Q: 3 clusters Score -4202036 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4202178.000000 Penalty: 5160.499512
	Iteration 20F: 3 clusters Score -4202178 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4202287.000000 Penalty: 5160.499512
	Iteration 21Q: 3 clusters Score -4202287 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4202355.000000 Penalty: 5160.499512
	Iteration 22Q: 3 clusters Score -4202355 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4202398.500000 Penalty: 5160.499512
	Iteration 23Q: 3 clusters Score -4202398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4202418.500000 Penalty: 5160.499512
	Iteration 24Q: 3 clusters Score -4202418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4202439.500000 Penalty: 5160.499512
	Iteration 25Q: 3 clusters Score -4202440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4202459.500000 Penalty: 5160.499512
	Iteration 26Q: 3 clusters Score -4202460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4202471.500000 Penalty: 5160.499512
	Iteration 27Q: 3 clusters Score -4202472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4202479.500000 Penalty: 5160.499512
	Iteration 28Q: 3 clusters Score -4202480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4202490.000000 Penalty: 5160.499512
	Iteration 29Q: 3 clusters Score -4202490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4202497.500000 Penalty: 5160.499512
	Iteration 30Q: 3 clusters Score -4202498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4202506.500000 Penalty: 5160.499512
	Iteration 31Q: 3 clusters Score -4202506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4202514.000000 Penalty: 5160.499512
	Iteration 32Q: 3 clusters Score -4202514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4202517.500000 Penalty: 5160.499512
	Iteration 33Q: 3 clusters Score -4202518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4202521.000000 Penalty: 5160.499512
	Iteration 34Q: 3 clusters Score -4202521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4202524.000000 Penalty: 5160.499512
	Iteration 35Q: 3 clusters Score -4202524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4202526.500000 Penalty: 5160.499512
	Iteration 36Q: 3 clusters Score -4202526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4202529.000000 Penalty: 5160.499512
	Iteration 37Q: 3 clusters Score -4202529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4202529.000000 Penalty: 5160.499512
	Iteration 38F: 3 clusters Score -4202529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Entering Unmasked Estep 
Score: -6530154.000000 Penalty: 2689.656006
	Iteration 0F: 2 clusters Score -6530154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -6495628.500000 Penalty: 5379.312012
	Iteration 0F: 3 clusters Score -6495628 nChanged 23688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -6509135.500000 Penalty: 5379.312012
	Iteration 1F: 3 clusters Score -6509136 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -6509843.000000 Penalty: 5379.312012
	Iteration 2Q: 3 clusters Score -6509843 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -6510792.500000 Penalty: 5379.312012
	Iteration 3Q: 3 clusters Score -6510792 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -6512036.500000 Penalty: 5379.312012
	Iteration 4Q: 3 clusters Score -6512036 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -6513626.500000 Penalty: 5379.312012
	Iteration 5F: 3 clusters Score -6513626 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -6515851.000000 Penalty: 5379.312012
	Iteration 6F: 3 clusters Score -6515851 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -6518481.000000 Penalty: 5379.312012
	Iteration 7F: 3 clusters Score -6518481 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -6520949.000000 Penalty: 5379.312012
	Iteration 8F: 3 clusters Score -6520949 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -6522465.000000 Penalty: 5379.312012
	Iteration 9Q: 3 clusters Score -6522465 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -6523312.500000 Penalty: 5379.312012
	Iteration 10Q: 3 clusters Score -6523312 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -6523807.500000 Penalty: 5379.312012
	Iteration 11Q: 3 clusters Score -6523808 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -6524200.000000 Penalty: 5379.312012
	Iteration 12Q: 3 clusters Score -6524200 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -6524482.500000 Penalty: 5379.312012
	Iteration 13Q: 3 clusters Score -6524482 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -6524766.500000 Penalty: 5379.312012
	Iteration 14Q: 3 clusters Score -6524766 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -6525011.000000 Penalty: 5379.312012
	Iteration 15Q: 3 clusters Score -6525011 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -6525244.000000 Penalty: 5379.312012
	Iteration 16Q: 3 clusters Score -6525244 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -6525466.000000 Penalty: 5379.312012
	Iteration 17Q: 3 clusters Score -6525466 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -6525672.500000 Penalty: 5379.312012
	Iteration 18Q: 3 clusters Score -6525672 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -6525845.500000 Penalty: 5379.312012
	Iteration 19Q: 3 clusters Score -6525846 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -6525993.500000 Penalty: 5379.312012
	Iteration 20F: 3 clusters Score -6525994 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -6526162.000000 Penalty: 5379.312012
	Iteration 21Q: 3 clusters Score -6526162 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -6526298.000000 Penalty: 5379.312012
	Iteration 22Q: 3 clusters Score -6526298 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6526428 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6526557 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -6526666.500000 Penalty: 5379.312012
	Iteration 25Q: 3 clusters Score -6526666 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6526712 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -6526764.500000 Penalty: 5379.312012
	Iteration 27Q: 3 clusters Score -6526764 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -6526840.000000 Penalty: 5379.312012
	Iteration 28Q: 3 clusters Score -6526840 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -6526951.000000 Penalty: 5379.312012
	Iteration 29Q: 3 clusters Score -6526951 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -6527003.500000 Penalty: 5379.312012
	Iteration 30Q: 3 clusters Score -6527004 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -6527068.500000 Penalty: 5379.312012
	Iteration 31Q: 3 clusters Score -6527068 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -6527116.000000 Penalty: 5379.312012
	Iteration 32Q: 3 clusters Score -6527116 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -6527156.500000 Penalty: 5379.312012
	Iteration 33Q: 3 clusters Score -6527156 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -6527178.500000 Penalty: 5379.312012
	Iteration 34Q: 3 clusters Score -6527178 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -6527216.000000 Penalty: 5379.312012
	Iteration 35Q: 3 clusters Score -6527216 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -6527250.500000 Penalty: 5379.312012
	Iteration 36Q: 3 clusters Score -6527250 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -6527285.000000 Penalty: 5379.312012
	Iteration 37Q: 3 clusters Score -6527285 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -6527323.000000 Penalty: 5379.312012
	Iteration 38Q: 3 clusters Score -6527323 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -6527355.500000 Penalty: 5379.312012
	Iteration 39Q: 3 clusters Score -6527356 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -6527405.000000 Penalty: 5379.312012
	Iteration 40F: 3 clusters Score -6527405 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -6527459.500000 Penalty: 5379.312012
	Iteration 41Q: 3 clusters Score -6527460 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 48403 members 
Entering Unmasked Estep 
Score: -6527478.000000 Penalty: 5379.312012
	Iteration 42Q: 3 clusters Score -6527478 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -6527507.000000 Penalty: 5379.312012
	Iteration 43Q: 3 clusters Score -6527507 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -6527535.500000 Penalty: 5379.312012
	Iteration 44Q: 3 clusters Score -6527536 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -6527542.500000 Penalty: 5379.312012
	Iteration 45Q: 3 clusters Score -6527542 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -6527570.000000 Penalty: 5379.312012
	Iteration 46Q: 3 clusters Score -6527570 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -6527587.000000 Penalty: 5379.312012
	Iteration 47Q: 3 clusters Score -6527587 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -6527613.000000 Penalty: 5379.312012
	Iteration 48Q: 3 clusters Score -6527613 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -6527614.000000 Penalty: 5379.312012
	Iteration 49Q: 3 clusters Score -6527614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -6527637.000000 Penalty: 5379.312012
	Iteration 50Q: 3 clusters Score -6527637 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 49085 members 
Entering Unmasked Estep 
Score: -6527658.000000 Penalty: 5379.312012
	Iteration 51Q: 3 clusters Score -6527658 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 49141 members 
Entering Unmasked Estep 
Score: -6527655.000000 Penalty: 5379.312012
	Iteration 52Q: 3 clusters Score -6527655 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -6527672.500000 Penalty: 5379.312012
	Iteration 53Q: 3 clusters Score -6527672 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -6527668.500000 Penalty: 5379.312012
	Iteration 54Q: 3 clusters Score -6527668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
Score: -6527690.000000 Penalty: 5379.312012
	Iteration 55Q: 3 clusters Score -6527690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -6527689.500000 Penalty: 5379.312012
	Iteration 56Q: 3 clusters Score -6527690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -6527694.000000 Penalty: 5379.312012
	Iteration 57Q: 3 clusters Score -6527694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -6527710.000000 Penalty: 5379.312012
	Iteration 58Q: 3 clusters Score -6527710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -6527724.500000 Penalty: 5379.312012
	Iteration 59Q: 3 clusters Score -6527724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -6527725.500000 Penalty: 5379.312012
	Iteration 60F: 3 clusters Score -6527726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -6527729.000000 Penalty: 5379.312012
	Iteration 61Q: 3 clusters Score -6527729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -6527745.000000 Penalty: 5379.312012
	Iteration 62Q: 3 clusters Score -6527745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -6527742.000000 Penalty: 5379.312012
	Iteration 63Q: 3 clusters Score -6527742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -6527769.500000 Penalty: 5379.312012
	Iteration 64Q: 3 clusters Score -6527770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -6527762.500000 Penalty: 5379.312012
	Iteration 65Q: 3 clusters Score -6527762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -6527763.000000 Penalty: 5379.312012
	Iteration 66Q: 3 clusters Score -6527763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -6527773.000000 Penalty: 5379.312012
	Iteration 67Q: 3 clusters Score -6527773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -6527776.000000 Penalty: 5379.312012
	Iteration 68Q: 3 clusters Score -6527776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -6527781.000000 Penalty: 5379.312012
	Iteration 69Q: 3 clusters Score -6527781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -6527781.000000 Penalty: 5379.312012
	Iteration 70Q: 3 clusters Score -6527781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -6527783.500000 Penalty: 5379.312012
	Iteration 71Q: 3 clusters Score -6527784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -6527793.000000 Penalty: 5379.312012
	Iteration 72Q: 3 clusters Score -6527793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -6527785.000000 Penalty: 5379.312012
	Iteration 73Q: 3 clusters Score -6527785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -6527789.500000 Penalty: 5379.312012
	Iteration 74Q: 3 clusters Score -6527790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -6527789.500000 Penalty: 5379.312012
	Iteration 75Q: 3 clusters Score -6527790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -6527796.500000 Penalty: 5379.312012
	Iteration 76Q: 3 clusters Score -6527796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -6527800.500000 Penalty: 5379.312012
	Iteration 77Q: 3 clusters Score -6527800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -6527810.000000 Penalty: 5379.312012
	Iteration 78Q: 3 clusters Score -6527810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -6527806.500000 Penalty: 5379.312012
	Iteration 79Q: 3 clusters Score -6527806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -6527811.500000 Penalty: 5379.312012
	Iteration 80F: 3 clusters Score -6527812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -6527807.500000 Penalty: 5379.312012
	Iteration 81Q: 3 clusters Score -6527808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -6527815.500000 Penalty: 5379.312012
	Iteration 82Q: 3 clusters Score -6527816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -6527818.000000 Penalty: 5379.312012
	Iteration 83Q: 3 clusters Score -6527818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -6527816.000000 Penalty: 5379.312012
	Iteration 84Q: 3 clusters Score -6527816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -6527817.000000 Penalty: 5379.312012
	Iteration 85Q: 3 clusters Score -6527817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 49695 members 
Entering Unmasked Estep 
Score: -6527810.000000 Penalty: 5379.312012
	Iteration 86Q: 3 clusters Score -6527810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -6527811.000000 Penalty: 5379.312012
	Iteration 87Q: 3 clusters Score -6527811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -6527804.000000 Penalty: 5379.312012
	Iteration 88Q: 3 clusters Score -6527804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 49708 members 
Entering Unmasked Estep 
Score: -6527806.000000 Penalty: 5379.312012
	Iteration 89Q: 3 clusters Score -6527806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -6527810.000000 Penalty: 5379.312012
	Iteration 90Q: 3 clusters Score -6527810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -6527803.500000 Penalty: 5379.312012
	Iteration 91Q: 3 clusters Score -6527804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -6527798.500000 Penalty: 5379.312012
	Iteration 92Q: 3 clusters Score -6527798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -6527800.000000 Penalty: 5379.312012
	Iteration 93Q: 3 clusters Score -6527800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -6527804.500000 Penalty: 5379.312012
	Iteration 94Q: 3 clusters Score -6527804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -6527804.000000 Penalty: 5379.312012
	Iteration 95Q: 3 clusters Score -6527804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -6527814.000000 Penalty: 5379.312012
	Iteration 96Q: 3 clusters Score -6527814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -6527805.000000 Penalty: 5379.312012
	Iteration 97Q: 3 clusters Score -6527805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -6527811.000000 Penalty: 5379.312012
	Iteration 98Q: 3 clusters Score -6527811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -6527803.500000 Penalty: 5379.312012
	Iteration 99Q: 3 clusters Score -6527804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -6527812.500000 Penalty: 5379.312012
	Iteration 100F: 3 clusters Score -6527812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -6527807.000000 Penalty: 5379.312012
	Iteration 101Q: 3 clusters Score -6527807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -6527810.000000 Penalty: 5379.312012
	Iteration 102Q: 3 clusters Score -6527810 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6527806 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
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	Iteration 104F: 3 clusters Score -6527806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (162145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 162145 members 
Entering Unmasked Estep 
Score: -20510216.000000 Penalty: 2975.069092
	Iteration 0F: 2 clusters Score -2.051022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81177 members 
Mstep: Class 2 contains 80968 members 
Entering Unmasked Estep 
Score: -20401918.000000 Penalty: 5950.138184
	Iteration 0F: 3 clusters Score -2.040192e+07 nChanged 77594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83639 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -20447210.000000 Penalty: 5950.138184
	Iteration 1F: 3 clusters Score -2.044721e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85061 members 
Mstep: Class 2 contains 77084 members 
Entering Unmasked Estep 
Score: -20448174.000000 Penalty: 5950.138184
	Iteration 2Q: 3 clusters Score -2.044817e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87263 members 
Mstep: Class 2 contains 74882 members 
Entering Unmasked Estep 
Score: -20449728.000000 Penalty: 5950.138184
	Iteration 3Q: 3 clusters Score -2.044973e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90441 members 
Mstep: Class 2 contains 71704 members 
Entering Unmasked Estep 
Score: -20451534.000000 Penalty: 5950.138184
	Iteration 4Q: 3 clusters Score -2.045153e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95146 members 
Mstep: Class 2 contains 66999 members 
Entering Unmasked Estep 
Score: -20454504.000000 Penalty: 5950.138184
	Iteration 5Q: 3 clusters Score -2.04545e+07 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101606 members 
Mstep: Class 2 contains 60539 members 
Entering Unmasked Estep 
Score: -20458890.000000 Penalty: 5950.138184
	Iteration 6F: 3 clusters Score -2.045889e+07 nChanged 10147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109693 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -20465820.000000 Penalty: 5950.138184
	Iteration 7F: 3 clusters Score -2.046582e+07 nChanged 11024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118843 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -20474732.000000 Penalty: 5950.138184
	Iteration 8F: 3 clusters Score -2.047473e+07 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127297 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -20483518.000000 Penalty: 5950.138184
	Iteration 9F: 3 clusters Score -2.048352e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133719 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -20489968.000000 Penalty: 5950.138184
	Iteration 10Q: 3 clusters Score -2.048997e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138221 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -20493774.000000 Penalty: 5950.138184
	Iteration 11Q: 3 clusters Score -2.049377e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141726 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -20496462.000000 Penalty: 5950.138184
	Iteration 12Q: 3 clusters Score -2.049646e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144679 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -20498334.000000 Penalty: 5950.138184
	Iteration 13Q: 3 clusters Score -2.049833e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147306 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -20499954.000000 Penalty: 5950.138184
	Iteration 14Q: 3 clusters Score -2.049995e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149690 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -20501386.000000 Penalty: 5950.138184
	Iteration 15Q: 3 clusters Score -2.050139e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151806 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -20502632.000000 Penalty: 5950.138184
	Iteration 16Q: 3 clusters Score -2.050263e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153667 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -20503894.000000 Penalty: 5950.138184
	Iteration 17Q: 3 clusters Score -2.050389e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155265 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -20505006.000000 Penalty: 5950.138184
	Iteration 18Q: 3 clusters Score -2.050501e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156579 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -20505860.000000 Penalty: 5950.138184
	Iteration 19Q: 3 clusters Score -2.050586e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157581 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -20506474.000000 Penalty: 5950.138184
	Iteration 20F: 3 clusters Score -2.050647e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158365 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -20506954.000000 Penalty: 5950.138184
	Iteration 21Q: 3 clusters Score -2.050695e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158933 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -20507256.000000 Penalty: 5950.138184
	Iteration 22Q: 3 clusters Score -2.050726e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159364 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -20507536.000000 Penalty: 5950.138184
	Iteration 23Q: 3 clusters Score -2.050754e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159738 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -20507778.000000 Penalty: 5950.138184
	Iteration 24Q: 3 clusters Score -2.050778e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160043 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -20507904.000000 Penalty: 5950.138184
	Iteration 25Q: 3 clusters Score -2.05079e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160251 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -20508004.000000 Penalty: 5950.138184
	Iteration 26Q: 3 clusters Score -2.0508e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160416 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -20508084.000000 Penalty: 5950.138184
	Iteration 27Q: 3 clusters Score -2.050808e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160521 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -20508118.000000 Penalty: 5950.138184
	Iteration 28Q: 3 clusters Score -2.050812e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160605 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -20508202.000000 Penalty: 5950.138184
	Iteration 29Q: 3 clusters Score -2.05082e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160680 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -20508234.000000 Penalty: 5950.138184
	Iteration 30Q: 3 clusters Score -2.050823e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160746 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -20508266.000000 Penalty: 5950.138184
	Iteration 31Q: 3 clusters Score -2.050827e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160805 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -20508290.000000 Penalty: 5950.138184
	Iteration 32Q: 3 clusters Score -2.050829e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160844 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -20508306.000000 Penalty: 5950.138184
	Iteration 33Q: 3 clusters Score -2.050831e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160874 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -20508320.000000 Penalty: 5950.138184
	Iteration 34Q: 3 clusters Score -2.050832e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160897 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -20508308.000000 Penalty: 5950.138184
	Iteration 35Q: 3 clusters Score -2.050831e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160918 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -20508340.000000 Penalty: 5950.138184
	Iteration 36Q: 3 clusters Score -2.050834e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160935 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -20508346.000000 Penalty: 5950.138184
	Iteration 37Q: 3 clusters Score -2.050835e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160959 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -20508340.000000 Penalty: 5950.138184
	Iteration 38Q: 3 clusters Score -2.050834e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160973 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -20508354.000000 Penalty: 5950.138184
	Iteration 39Q: 3 clusters Score -2.050835e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160988 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -20508364.000000 Penalty: 5950.138184
	Iteration 40F: 3 clusters Score -2.050836e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161003 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -20508366.000000 Penalty: 5950.138184
	Iteration 41Q: 3 clusters Score -2.050837e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161017 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -20508402.000000 Penalty: 5950.138184
	Iteration 42Q: 3 clusters Score -2.05084e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161033 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -20508392.000000 Penalty: 5950.138184
	Iteration 43Q: 3 clusters Score -2.050839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161045 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -20508410.000000 Penalty: 5950.138184
	Iteration 44Q: 3 clusters Score -2.050841e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161050 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -20508414.000000 Penalty: 5950.138184
	Iteration 45Q: 3 clusters Score -2.050841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161051 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -20508402.000000 Penalty: 5950.138184
	Iteration 46Q: 3 clusters Score -2.05084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161051 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -20508400.000000 Penalty: 5950.138184
	Iteration 47Q: 3 clusters Score -2.05084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161055 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -20508396.000000 Penalty: 5950.138184
	Iteration 48Q: 3 clusters Score -2.05084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161059 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -20508418.000000 Penalty: 5950.138184
	Iteration 49Q: 3 clusters Score -2.050842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161068 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -20508420.000000 Penalty: 5950.138184
	Iteration 50Q: 3 clusters Score -2.050842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161078 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -20508420.000000 Penalty: 5950.138184
	Iteration 51Q: 3 clusters Score -2.050842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161086 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -20508436.000000 Penalty: 5950.138184
	Iteration 52Q: 3 clusters Score -2.050844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161095 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -20508432.000000 Penalty: 5950.138184
	Iteration 53Q: 3 clusters Score -2.050843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161101 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -20508434.000000 Penalty: 5950.138184
	Iteration 54Q: 3 clusters Score -2.050843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161107 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -20508430.000000 Penalty: 5950.138184
	Iteration 55Q: 3 clusters Score -2.050843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161113 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -20508434.000000 Penalty: 5950.138184
	Iteration 56Q: 3 clusters Score -2.050843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161119 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -20508426.000000 Penalty: 5950.138184
	Iteration 57Q: 3 clusters Score -2.050843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161124 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -20508440.000000 Penalty: 5950.138184
	Iteration 58Q: 3 clusters Score -2.050844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161128 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -20508442.000000 Penalty: 5950.138184
	Iteration 59Q: 3 clusters Score -2.050844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161128 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -20508442.000000 Penalty: 5950.138184
	Iteration 60F: 3 clusters Score -2.050844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 417 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295408.000000 Penalty: 68348.125000
Iteration 281F: 21 clusters Score -1.192954e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 654 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Mstep: Class 20 contains 404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295408.000000 Penalty: 68348.125000
Iteration 282Q: 21 clusters Score -1.192954e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 654 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Mstep: Class 20 contains 404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295408.000000 Penalty: 68348.125000
Iteration 283F: 21 clusters Score -1.192954e+08 nChanged 0
Entering ConstructFrom: 
Score: -119295408.000000 Penalty: 68348.125000
Entering ConstructFrom: 
Trying to split cluster 1 (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: -812294.250000 Penalty: 2193.931152
	Iteration 0F: 2 clusters Score -812294.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -806543.500000 Penalty: 4387.862305
	Iteration 0F: 3 clusters Score -806543.5 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -808031.625000 Penalty: 4387.862305
	Iteration 1F: 3 clusters Score -808031.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -808310.437500 Penalty: 4387.862305
	Iteration 2F: 3 clusters Score -808310.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -808524.875000 Penalty: 4387.862305
	Iteration 3F: 3 clusters Score -808524.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -808712.937500 Penalty: 4387.862305
	Iteration 4Q: 3 clusters Score -808712.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -808914.562500 Penalty: 4387.862305
	Iteration 5Q: 3 clusters Score -808914.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -809103.625000 Penalty: 4387.862305
	Iteration 6Q: 3 clusters Score -809103.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -809322.750000 Penalty: 4387.862305
	Iteration 7Q: 3 clusters Score -809322.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -809552.750000 Penalty: 4387.862305
	Iteration 8Q: 3 clusters Score -809552.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -809724.375000 Penalty: 4387.862305
	Iteration 9Q: 3 clusters Score -809724.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -809854.625000 Penalty: 4387.862305
	Iteration 10Q: 3 clusters Score -809854.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -809984.250000 Penalty: 4387.862305
	Iteration 11Q: 3 clusters Score -809984.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -810102.687500 Penalty: 4387.862305
	Iteration 12Q: 3 clusters Score -810102.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -810192.875000 Penalty: 4387.862305
	Iteration 13Q: 3 clusters Score -810192.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -810267.750000 Penalty: 4387.862305
	Iteration 14Q: 3 clusters Score -810267.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -810342.250000 Penalty: 4387.862305
	Iteration 15Q: 3 clusters Score -810342.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -810393.562500 Penalty: 4387.862305
	Iteration 16Q: 3 clusters Score -810393.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -810442.375000 Penalty: 4387.862305
	Iteration 17Q: 3 clusters Score -810442.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -810479.562500 Penalty: 4387.862305
	Iteration 18Q: 3 clusters Score -810479.6 nChanged 53
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: -810504.375000 Penalty: 4387.862305
	Iteration 19Q: 3 clusters Score -810504.4 nChanged 44
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: -810542.562500 Penalty: 4387.862305
	Iteration 20F: 3 clusters Score -810542.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -810574.125000 Penalty: 4387.862305
	Iteration 21Q: 3 clusters Score -810574.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -810593.687500 Penalty: 4387.862305
	Iteration 22Q: 3 clusters Score -810593.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -810609.937500 Penalty: 4387.862305
	Iteration 23Q: 3 clusters Score -810609.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -810617.312500 Penalty: 4387.862305
	Iteration 24Q: 3 clusters Score -810617.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -810624.812500 Penalty: 4387.862305
	Iteration 25Q: 3 clusters Score -810624.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -810627.687500 Penalty: 4387.862305
	Iteration 26Q: 3 clusters Score -810627.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -810628.812500 Penalty: 4387.862305
	Iteration 27Q: 3 clusters Score -810628.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -810635.625000 Penalty: 4387.862305
	Iteration 28Q: 3 clusters Score -810635.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -810633.500000 Penalty: 4387.862305
	Iteration 29Q: 3 clusters Score -810633.5 nChanged 5
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: -810634.062500 Penalty: 4387.862305
	Iteration 30Q: 3 clusters Score -810634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -810636.562500 Penalty: 4387.862305
	Iteration 31Q: 3 clusters Score -810636.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -810635.875000 Penalty: 4387.862305
	Iteration 32Q: 3 clusters Score -810635.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -810638.562500 Penalty: 4387.862305
	Iteration 33Q: 3 clusters Score -810638.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -810640.562500 Penalty: 4387.862305
	Iteration 34Q: 3 clusters Score -810640.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -810640.500000 Penalty: 4387.862305
	Iteration 35Q: 3 clusters Score -810640.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -810642.250000 Penalty: 4387.862305
	Iteration 36Q: 3 clusters Score -810642.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -810642.562500 Penalty: 4387.862305
	Iteration 37Q: 3 clusters Score -810642.6 nChanged 7
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: -810643.937500 Penalty: 4387.862305
	Iteration 38Q: 3 clusters Score -810643.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -810644.937500 Penalty: 4387.862305
	Iteration 39Q: 3 clusters Score -810644.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -810647.625000 Penalty: 4387.862305
	Iteration 40F: 3 clusters Score -810647.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -810650.437500 Penalty: 4387.862305
	Iteration 41Q: 3 clusters Score -810650.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -810649.750000 Penalty: 4387.862305
	Iteration 42Q: 3 clusters Score -810649.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -810650.812500 Penalty: 4387.862305
	Iteration 43Q: 3 clusters Score -810650.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -810652.125000 Penalty: 4387.862305
	Iteration 44Q: 3 clusters Score -810652.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -810656.750000 Penalty: 4387.862305
	Iteration 45Q: 3 clusters Score -810656.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -810658.937500 Penalty: 4387.862305
	Iteration 46Q: 3 clusters Score -810658.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -810660.312500 Penalty: 4387.862305
	Iteration 47Q: 3 clusters Score -810660.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -810661.687500 Penalty: 4387.862305
	Iteration 48Q: 3 clusters Score -810661.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -810663.250000 Penalty: 4387.862305
	Iteration 49Q: 3 clusters Score -810663.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -810667.937500 Penalty: 4387.862305
	Iteration 50Q: 3 clusters Score -810667.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -810671.375000 Penalty: 4387.862305
	Iteration 51Q: 3 clusters Score -810671.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -810677.187500 Penalty: 4387.862305
	Iteration 52Q: 3 clusters Score -810677.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -810684.000000 Penalty: 4387.862305
	Iteration 53Q: 3 clusters Score -810684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -810690.062500 Penalty: 4387.862305
	Iteration 54Q: 3 clusters Score -810690.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -810699.062500 Penalty: 4387.862305
	Iteration 55Q: 3 clusters Score -810699.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -810718.375000 Penalty: 4387.862305
	Iteration 56Q: 3 clusters Score -810718.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -810732.750000 Penalty: 4387.862305
	Iteration 57Q: 3 clusters Score -810732.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -810755.375000 Penalty: 4387.862305
	Iteration 58Q: 3 clusters Score -810755.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -810778.562500 Penalty: 4387.862305
	Iteration 59Q: 3 clusters Score -810778.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -810803.750000 Penalty: 4387.862305
	Iteration 60F: 3 clusters Score -810803.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -810839.250000 Penalty: 4387.862305
	Iteration 61Q: 3 clusters Score -810839.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -810892.812500 Penalty: 4387.862305
	Iteration 62Q: 3 clusters Score -810892.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -810997.062500 Penalty: 4387.862305
	Iteration 63Q: 3 clusters Score -810997.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -811108.437500 Penalty: 4387.862305
	Iteration 64Q: 3 clusters Score -811108.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -811216.875000 Penalty: 4387.862305
	Iteration 65Q: 3 clusters Score -811216.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -811322.937500 Penalty: 4387.862305
	Iteration 66Q: 3 clusters Score -811322.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -811386.062500 Penalty: 4387.862305
	Iteration 67Q: 3 clusters Score -811386.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -811435.500000 Penalty: 4387.862305
	Iteration 68Q: 3 clusters Score -811435.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -811458.250000 Penalty: 4387.862305
	Iteration 69Q: 3 clusters Score -811458.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -811479.000000 Penalty: 4387.862305
	Iteration 70Q: 3 clusters Score -811479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -811491.000000 Penalty: 4387.862305
	Iteration 71Q: 3 clusters Score -811491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -811495.687500 Penalty: 4387.862305
	Iteration 72Q: 3 clusters Score -811495.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -811498.937500 Penalty: 4387.862305
	Iteration 73Q: 3 clusters Score -811498.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -811510.250000 Penalty: 4387.862305
	Iteration 74F: 3 clusters Score -811510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -811529.187500 Penalty: 4387.862305
	Iteration 75Q: 3 clusters Score -811529.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -811535.187500 Penalty: 4387.862305
	Iteration 76Q: 3 clusters Score -811535.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -811539.937500 Penalty: 4387.862305
	Iteration 77Q: 3 clusters Score -811539.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -811543.375000 Penalty: 4387.862305
	Iteration 78Q: 3 clusters Score -811543.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -811543.375000 Penalty: 4387.862305
	Iteration 79F: 3 clusters Score -811543.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (64625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64625 members 
Entering Unmasked Estep 
Score: -7937374.000000 Penalty: 2746.936523
	Iteration 0F: 2 clusters Score -7937374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -7894145.500000 Penalty: 5493.873047
	Iteration 0F: 3 clusters Score -7894146 nChanged 30049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -7910853.000000 Penalty: 5493.873047
	Iteration 1F: 3 clusters Score -7910853 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -7911586.500000 Penalty: 5493.873047
	Iteration 2Q: 3 clusters Score -7911586 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -7912251.000000 Penalty: 5493.873047
	Iteration 3Q: 3 clusters Score -7912251 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -7912998.500000 Penalty: 5493.873047
	Iteration 4Q: 3 clusters Score -7912998 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -7913798.000000 Penalty: 5493.873047
	Iteration 5Q: 3 clusters Score -7913798 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -7914972.000000 Penalty: 5493.873047
	Iteration 6Q: 3 clusters Score -7914972 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -7916442.500000 Penalty: 5493.873047
	Iteration 7F: 3 clusters Score -7916442 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -7918302.000000 Penalty: 5493.873047
	Iteration 8F: 3 clusters Score -7918302 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -7920404.000000 Penalty: 5493.873047
	Iteration 9F: 3 clusters Score -7920404 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -7922298.000000 Penalty: 5493.873047
	Iteration 10F: 3 clusters Score -7922298 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -7923634.000000 Penalty: 5493.873047
	Iteration 11Q: 3 clusters Score -7923634 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -7924495.000000 Penalty: 5493.873047
	Iteration 12Q: 3 clusters Score -7924495 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -7925054.500000 Penalty: 5493.873047
	Iteration 13Q: 3 clusters Score -7925054 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -7925540.500000 Penalty: 5493.873047
	Iteration 14Q: 3 clusters Score -7925540 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 54789 members 
Entering Unmasked Estep 
Score: -7926083.000000 Penalty: 5493.873047
	Iteration 15Q: 3 clusters Score -7926083 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -7926780.000000 Penalty: 5493.873047
	Iteration 16Q: 3 clusters Score -7926780 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 57671 members 
Entering Unmasked Estep 
Score: -7927819.000000 Penalty: 5493.873047
	Iteration 17Q: 3 clusters Score -7927819 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 59457 members 
Entering Unmasked Estep 
Score: -7929436.500000 Penalty: 5493.873047
	Iteration 18Q: 3 clusters Score -7929436 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -7931617.000000 Penalty: 5493.873047
	Iteration 19Q: 3 clusters Score -7931617 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 63009 members 
Entering Unmasked Estep 
Score: -7933590.500000 Penalty: 5493.873047
	Iteration 20F: 3 clusters Score -7933590 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -7934505.500000 Penalty: 5493.873047
	Iteration 21Q: 3 clusters Score -7934506 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 64085 members 
Entering Unmasked Estep 
Score: -7934897.000000 Penalty: 5493.873047
	Iteration 22Q: 3 clusters Score -7934897 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -7935128.500000 Penalty: 5493.873047
	Iteration 23Q: 3 clusters Score -7935128 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 64167 members 
Entering Unmasked Estep 
Score: -7935241.500000 Penalty: 5493.873047
	Iteration 24Q: 3 clusters Score -7935242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 64160 members 
Entering Unmasked Estep 
Score: -7935287.000000 Penalty: 5493.873047
	Iteration 25Q: 3 clusters Score -7935287 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 64143 members 
Entering Unmasked Estep 
Score: -7935320.500000 Penalty: 5493.873047
	Iteration 26Q: 3 clusters Score -7935320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 64144 members 
Entering Unmasked Estep 
Score: -7935339.000000 Penalty: 5493.873047
	Iteration 27Q: 3 clusters Score -7935339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 64139 members 
Entering Unmasked Estep 
Score: -7935347.500000 Penalty: 5493.873047
	Iteration 28Q: 3 clusters Score -7935348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -7935351.000000 Penalty: 5493.873047
	Iteration 29Q: 3 clusters Score -7935351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 64134 members 
Entering Unmasked Estep 
Score: -7935360.500000 Penalty: 5493.873047
	Iteration 30Q: 3 clusters Score -7935360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 64132 members 
Entering Unmasked Estep 
Score: -7935363.000000 Penalty: 5493.873047
	Iteration 31Q: 3 clusters Score -7935363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 64130 members 
Entering Unmasked Estep 
Score: -7935365.500000 Penalty: 5493.873047
	Iteration 32Q: 3 clusters Score -7935366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 64125 members 
Entering Unmasked Estep 
Score: -7935365.500000 Penalty: 5493.873047
	Iteration 33Q: 3 clusters Score -7935366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 64117 members 
Entering Unmasked Estep 
Score: -7935371.500000 Penalty: 5493.873047
	Iteration 34Q: 3 clusters Score -7935372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -7935385.500000 Penalty: 5493.873047
	Iteration 35Q: 3 clusters Score -7935386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 64113 members 
Entering Unmasked Estep 
Score: -7935390.500000 Penalty: 5493.873047
	Iteration 36Q: 3 clusters Score -7935390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 64114 members 
Entering Unmasked Estep 
Score: -7935390.500000 Penalty: 5493.873047
	Iteration 37Q: 3 clusters Score -7935390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -7935389.500000 Penalty: 5493.873047
	Iteration 38Q: 3 clusters Score -7935390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -7935389.500000 Penalty: 5493.873047
	Iteration 39F: 3 clusters Score -7935390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -60577.042969 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -60577.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59095.250000 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -59095.25 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -59311.648438 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -59311.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59376.390625 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -59376.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -59416.457031 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -59416.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59437.351562 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -59437.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59446.445312 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -59446.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59448.132812 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -59448.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59448.859375 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -59448.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59450.414062 Penalty: 3127.006592
	Iteration 8Q: 3 clusters Score -59450.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59451.691406 Penalty: 3127.006592
	Iteration 9Q: 3 clusters Score -59451.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59452.890625 Penalty: 3127.006592
	Iteration 10Q: 3 clusters Score -59452.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59452.890625 Penalty: 3127.006592
	Iteration 11F: 3 clusters Score -59452.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Entering Unmasked Estep 
Score: -5922546.500000 Penalty: 2665.834961
	Iteration 0F: 2 clusters Score -5922546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -5890988.500000 Penalty: 5331.669922
	Iteration 0F: 3 clusters Score -5890988 nChanged 21458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -5902811.000000 Penalty: 5331.669922
	Iteration 1F: 3 clusters Score -5902811 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -5903286.000000 Penalty: 5331.669922
	Iteration 2Q: 3 clusters Score -5903286 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -5903760.000000 Penalty: 5331.669922
	Iteration 3Q: 3 clusters Score -5903760 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -5904184.000000 Penalty: 5331.669922
	Iteration 4Q: 3 clusters Score -5904184 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -5904597.500000 Penalty: 5331.669922
	Iteration 5Q: 3 clusters Score -5904598 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -5905076.000000 Penalty: 5331.669922
	Iteration 6Q: 3 clusters Score -5905076 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -5905584.000000 Penalty: 5331.669922
	Iteration 7Q: 3 clusters Score -5905584 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -5906201.000000 Penalty: 5331.669922
	Iteration 8Q: 3 clusters Score -5906201 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -5907089.000000 Penalty: 5331.669922
	Iteration 9Q: 3 clusters Score -5907089 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -5908231.000000 Penalty: 5331.669922
	Iteration 10Q: 3 clusters Score -5908231 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -5909679.000000 Penalty: 5331.669922
	Iteration 11F: 3 clusters Score -5909679 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -5911537.500000 Penalty: 5331.669922
	Iteration 12F: 3 clusters Score -5911538 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -5913507.500000 Penalty: 5331.669922
	Iteration 13F: 3 clusters Score -5913508 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -5915071.500000 Penalty: 5331.669922
	Iteration 14Q: 3 clusters Score -5915072 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -5916323.000000 Penalty: 5331.669922
	Iteration 15Q: 3 clusters Score -5916323 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -5917345.000000 Penalty: 5331.669922
	Iteration 16Q: 3 clusters Score -5917345 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -5918191.500000 Penalty: 5331.669922
	Iteration 17Q: 3 clusters Score -5918192 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -5918967.500000 Penalty: 5331.669922
	Iteration 18Q: 3 clusters Score -5918968 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -5919515.000000 Penalty: 5331.669922
	Iteration 19Q: 3 clusters Score -5919515 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -5919977.000000 Penalty: 5331.669922
	Iteration 20F: 3 clusters Score -5919977 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -5920387.000000 Penalty: 5331.669922
	Iteration 21Q: 3 clusters Score -5920387 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -5920638.500000 Penalty: 5331.669922
	Iteration 22Q: 3 clusters Score -5920638 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5920801.500000 Penalty: 5331.669922
	Iteration 23Q: 3 clusters Score -5920802 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -5920919.500000 Penalty: 5331.669922
	Iteration 24Q: 3 clusters Score -5920920 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5921004.500000 Penalty: 5331.669922
	Iteration 25Q: 3 clusters Score -5921004 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5921045.000000 Penalty: 5331.669922
	Iteration 26Q: 3 clusters Score -5921045 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5921071.500000 Penalty: 5331.669922
	Iteration 27Q: 3 clusters Score -5921072 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5921100.000000 Penalty: 5331.669922
	Iteration 28Q: 3 clusters Score -5921100 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5921109.000000 Penalty: 5331.669922
	Iteration 29Q: 3 clusters Score -5921109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5921107.500000 Penalty: 5331.669922
	Iteration 30Q: 3 clusters Score -5921108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5921120.500000 Penalty: 5331.669922
	Iteration 31Q: 3 clusters Score -5921120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5921130.500000 Penalty: 5331.669922
	Iteration 32Q: 3 clusters Score -5921130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5921130.500000 Penalty: 5331.669922
	Iteration 33Q: 3 clusters Score -5921130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5921133.500000 Penalty: 5331.669922
	Iteration 34Q: 3 clusters Score -5921134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5921137.000000 Penalty: 5331.669922
	Iteration 35Q: 3 clusters Score -5921137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5921142.500000 Penalty: 5331.669922
	Iteration 36Q: 3 clusters Score -5921142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5921141.500000 Penalty: 5331.669922
	Iteration 37Q: 3 clusters Score -5921142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5921142.500000 Penalty: 5331.669922
	Iteration 38Q: 3 clusters Score -5921142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5921142.500000 Penalty: 5331.669922
	Iteration 39Q: 3 clusters Score -5921142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5921143.000000 Penalty: 5331.669922
	Iteration 40F: 3 clusters Score -5921143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5921142.000000 Penalty: 5331.669922
	Iteration 41Q: 3 clusters Score -5921142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5921142.000000 Penalty: 5331.669922
	Iteration 42F: 3 clusters Score -5921142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Entering Unmasked Estep 
Score: -359129.500000 Penalty: 1984.086548
	Iteration 0F: 2 clusters Score -359129.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -355915.843750 Penalty: 3968.173096
	Iteration 0F: 3 clusters Score -355915.8 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -356574.218750 Penalty: 3968.173096
	Iteration 1F: 3 clusters Score -356574.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -356771.812500 Penalty: 3968.173096
	Iteration 2F: 3 clusters Score -356771.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -356904.500000 Penalty: 3968.173096
	Iteration 3Q: 3 clusters Score -356904.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -357026.437500 Penalty: 3968.173096
	Iteration 4Q: 3 clusters Score -357026.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -357123.281250 Penalty: 3968.173096
	Iteration 5Q: 3 clusters Score -357123.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -357205.875000 Penalty: 3968.173096
	Iteration 6Q: 3 clusters Score -357205.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -357289.593750 Penalty: 3968.173096
	Iteration 7Q: 3 clusters Score -357289.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -357403.562500 Penalty: 3968.173096
	Iteration 8Q: 3 clusters Score -357403.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -357528.312500 Penalty: 3968.173096
	Iteration 9Q: 3 clusters Score -357528.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -357669.187500 Penalty: 3968.173096
	Iteration 10Q: 3 clusters Score -357669.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -357884.187500 Penalty: 3968.173096
	Iteration 11Q: 3 clusters Score -357884.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -358130.437500 Penalty: 3968.173096
	Iteration 12Q: 3 clusters Score -358130.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -358420.093750 Penalty: 3968.173096
	Iteration 13Q: 3 clusters Score -358420.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -358898.093750 Penalty: 3968.173096
	Iteration 14Q: 3 clusters Score -358898.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -359562.156250 Penalty: 3968.173096
	Iteration 15Q: 3 clusters Score -359562.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -359814.656250 Penalty: 3968.173096
	Iteration 16Q: 3 clusters Score -359814.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -359880.312500 Penalty: 3968.173096
	Iteration 17Q: 3 clusters Score -359880.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -359900.156250 Penalty: 3968.173096
	Iteration 18Q: 3 clusters Score -359900.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -359908.406250 Penalty: 3968.173096
	Iteration 19Q: 3 clusters Score -359908.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -359912.687500 Penalty: 3968.173096
	Iteration 20F: 3 clusters Score -359912.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -359912.906250 Penalty: 3968.173096
	Iteration 21Q: 3 clusters Score -359912.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -359913.500000 Penalty: 3968.173096
	Iteration 22Q: 3 clusters Score -359913.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -359913.500000 Penalty: 3968.173096
	Iteration 23F: 3 clusters Score -359913.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 1563 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 654 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Mstep: Class 20 contains 404 members 
Mstep: Class 21 contains 1419 members 
Entering Unmasked Estep 
Score: -119294680.000000 Penalty: 71765.531250
Splitting cluster 5 changes total score from -119295408.000000 to -119294680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -250472.046875 Penalty: 1896.769165
	Iteration 0F: 2 clusters Score -250472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -247733.875000 Penalty: 3793.538330
	Iteration 0F: 3 clusters Score -247733.9 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -248244.406250 Penalty: 3793.538330
	Iteration 1F: 3 clusters Score -248244.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -248398.453125 Penalty: 3793.538330
	Iteration 2F: 3 clusters Score -248398.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -248511.437500 Penalty: 3793.538330
	Iteration 3Q: 3 clusters Score -248511.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -248590.312500 Penalty: 3793.538330
	Iteration 4Q: 3 clusters Score -248590.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -248647.812500 Penalty: 3793.538330
	Iteration 5Q: 3 clusters Score -248647.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -248722.734375 Penalty: 3793.538330
	Iteration 6Q: 3 clusters Score -248722.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -248816.125000 Penalty: 3793.538330
	Iteration 7Q: 3 clusters Score -248816.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -248892.187500 Penalty: 3793.538330
	Iteration 8Q: 3 clusters Score -248892.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -248973.625000 Penalty: 3793.538330
	Iteration 9Q: 3 clusters Score -248973.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -249056.734375 Penalty: 3793.538330
	Iteration 10Q: 3 clusters Score -249056.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -249142.656250 Penalty: 3793.538330
	Iteration 11Q: 3 clusters Score -249142.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -249219.343750 Penalty: 3793.538330
	Iteration 12Q: 3 clusters Score -249219.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -249322.953125 Penalty: 3793.538330
	Iteration 13Q: 3 clusters Score -249323 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -249453.875000 Penalty: 3793.538330
	Iteration 14Q: 3 clusters Score -249453.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -249601.390625 Penalty: 3793.538330
	Iteration 15Q: 3 clusters Score -249601.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -249791.421875 Penalty: 3793.538330
	Iteration 16Q: 3 clusters Score -249791.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -250151.812500 Penalty: 3793.538330
	Iteration 17Q: 3 clusters Score -250151.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -250694.296875 Penalty: 3793.538330
	Iteration 18F: 3 clusters Score -250694.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -250926.000000 Penalty: 3793.538330
	Iteration 19Q: 3 clusters Score -250926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -250950.500000 Penalty: 3793.538330
	Iteration 20F: 3 clusters Score -250950.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -250982.031250 Penalty: 3793.538330
	Iteration 21Q: 3 clusters Score -250982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -251025.750000 Penalty: 3793.538330
	Iteration 22Q: 3 clusters Score -251025.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -251042.203125 Penalty: 3793.538330
	Iteration 23Q: 3 clusters Score -251042.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -251053.312500 Penalty: 3793.538330
	Iteration 24Q: 3 clusters Score -251053.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -251060.843750 Penalty: 3793.538330
	Iteration 25Q: 3 clusters Score -251060.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -251070.921875 Penalty: 3793.538330
	Iteration 26Q: 3 clusters Score -251070.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -251076.625000 Penalty: 3793.538330
	Iteration 27Q: 3 clusters Score -251076.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -251077.875000 Penalty: 3793.538330
	Iteration 28Q: 3 clusters Score -251077.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -251078.890625 Penalty: 3793.538330
	Iteration 29Q: 3 clusters Score -251078.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -251078.890625 Penalty: 3793.538330
	Iteration 30F: 3 clusters Score -251078.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 1021 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 654 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Mstep: Class 20 contains 404 members 
Mstep: Class 21 contains 1076 members 
Entering Unmasked Estep 
Score: -119294632.000000 Penalty: 71765.531250
Splitting cluster 6 changes total score from -119295408.000000 to -119294632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -18691.931641 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -18691.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17647.794922 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -17647.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17763.267578 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -17763.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17880.794922 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -17880.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17880.794922 Penalty: 2607.717773
	Iteration 3F: 3 clusters Score -17880.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -65060.503906 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -65060.5 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 342 members 
Entering Unmasked Estep 
Score: -63512.519531 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -63512.52 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63971.890625 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -63971.89 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64397.027344 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -64397.03 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64935.507812 Penalty: 3215.621338
	Iteration 3F: 3 clusters Score -64935.51 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -65208.882812 Penalty: 3215.621338
	Iteration 4F: 3 clusters Score -65208.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -65495.363281 Penalty: 3215.621338
	Iteration 5F: 3 clusters Score -65495.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -65745.156250 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -65745.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -65892.289062 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -65892.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -66002.179688 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -66002.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -66088.835938 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -66088.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66524.726562 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -66524.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -66738.539062 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -66738.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66742.226562 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -66742.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66742.226562 Penalty: 3215.621338
	Iteration 13F: 3 clusters Score -66742.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 457 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Mstep: Class 20 contains 404 members 
Mstep: Class 21 contains 197 members 
Entering Unmasked Estep 
Score: -119295304.000000 Penalty: 71765.531250
Splitting cluster 8 changes total score from -119295408.000000 to -119295304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (5402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Entering Unmasked Estep 
Score: -672206.312500 Penalty: 2131.442139
	Iteration 0F: 2 clusters Score -672206.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -667380.375000 Penalty: 4262.884277
	Iteration 0F: 3 clusters Score -667380.4 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -668488.062500 Penalty: 4262.884277
	Iteration 1F: 3 clusters Score -668488.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -668726.375000 Penalty: 4262.884277
	Iteration 2F: 3 clusters Score -668726.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -668883.937500 Penalty: 4262.884277
	Iteration 3F: 3 clusters Score -668883.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -668985.187500 Penalty: 4262.884277
	Iteration 4Q: 3 clusters Score -668985.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -669055.437500 Penalty: 4262.884277
	Iteration 5Q: 3 clusters Score -669055.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -669106.062500 Penalty: 4262.884277
	Iteration 6Q: 3 clusters Score -669106.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -669141.187500 Penalty: 4262.884277
	Iteration 7Q: 3 clusters Score -669141.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -669165.000000 Penalty: 4262.884277
	Iteration 8Q: 3 clusters Score -669165 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -669180.375000 Penalty: 4262.884277
	Iteration 9Q: 3 clusters Score -669180.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -669191.062500 Penalty: 4262.884277
	Iteration 10Q: 3 clusters Score -669191.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -669205.562500 Penalty: 4262.884277
	Iteration 11Q: 3 clusters Score -669205.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -669226.625000 Penalty: 4262.884277
	Iteration 12Q: 3 clusters Score -669226.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -669244.125000 Penalty: 4262.884277
	Iteration 13Q: 3 clusters Score -669244.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -669257.687500 Penalty: 4262.884277
	Iteration 14Q: 3 clusters Score -669257.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -669271.625000 Penalty: 4262.884277
	Iteration 15Q: 3 clusters Score -669271.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -669283.750000 Penalty: 4262.884277
	Iteration 16Q: 3 clusters Score -669283.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -669296.250000 Penalty: 4262.884277
	Iteration 17Q: 3 clusters Score -669296.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -669309.250000 Penalty: 4262.884277
	Iteration 18Q: 3 clusters Score -669309.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -669324.562500 Penalty: 4262.884277
	Iteration 19Q: 3 clusters Score -669324.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -669334.625000 Penalty: 4262.884277
	Iteration 20F: 3 clusters Score -669334.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -669346.250000 Penalty: 4262.884277
	Iteration 21Q: 3 clusters Score -669346.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -669359.500000 Penalty: 4262.884277
	Iteration 22Q: 3 clusters Score -669359.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -669370.812500 Penalty: 4262.884277
	Iteration 23Q: 3 clusters Score -669370.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -669385.000000 Penalty: 4262.884277
	Iteration 24Q: 3 clusters Score -669385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -669401.312500 Penalty: 4262.884277
	Iteration 25Q: 3 clusters Score -669401.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -669413.000000 Penalty: 4262.884277
	Iteration 26Q: 3 clusters Score -669413 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -669423.750000 Penalty: 4262.884277
	Iteration 27Q: 3 clusters Score -669423.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -669434.875000 Penalty: 4262.884277
	Iteration 28Q: 3 clusters Score -669434.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -669448.000000 Penalty: 4262.884277
	Iteration 29Q: 3 clusters Score -669448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -669460.437500 Penalty: 4262.884277
	Iteration 30Q: 3 clusters Score -669460.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -669470.312500 Penalty: 4262.884277
	Iteration 31Q: 3 clusters Score -669470.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -669480.250000 Penalty: 4262.884277
	Iteration 32Q: 3 clusters Score -669480.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -669486.750000 Penalty: 4262.884277
	Iteration 33Q: 3 clusters Score -669486.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -669497.562500 Penalty: 4262.884277
	Iteration 34Q: 3 clusters Score -669497.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -669505.500000 Penalty: 4262.884277
	Iteration 35Q: 3 clusters Score -669505.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -669512.250000 Penalty: 4262.884277
	Iteration 36Q: 3 clusters Score -669512.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -669518.562500 Penalty: 4262.884277
	Iteration 37Q: 3 clusters Score -669518.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -669525.437500 Penalty: 4262.884277
	Iteration 38Q: 3 clusters Score -669525.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -669530.562500 Penalty: 4262.884277
	Iteration 39Q: 3 clusters Score -669530.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -669532.062500 Penalty: 4262.884277
	Iteration 40F: 3 clusters Score -669532.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -669536.062500 Penalty: 4262.884277
	Iteration 41Q: 3 clusters Score -669536.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -669542.562500 Penalty: 4262.884277
	Iteration 42Q: 3 clusters Score -669542.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -669545.937500 Penalty: 4262.884277
	Iteration 43Q: 3 clusters Score -669545.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -669549.125000 Penalty: 4262.884277
	Iteration 44Q: 3 clusters Score -669549.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -669555.125000 Penalty: 4262.884277
	Iteration 45Q: 3 clusters Score -669555.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -669556.812500 Penalty: 4262.884277
	Iteration 46Q: 3 clusters Score -669556.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -669563.187500 Penalty: 4262.884277
	Iteration 47Q: 3 clusters Score -669563.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -669570.312500 Penalty: 4262.884277
	Iteration 48Q: 3 clusters Score -669570.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -669576.125000 Penalty: 4262.884277
	Iteration 49Q: 3 clusters Score -669576.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -669579.375000 Penalty: 4262.884277
	Iteration 50Q: 3 clusters Score -669579.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -669580.375000 Penalty: 4262.884277
	Iteration 51Q: 3 clusters Score -669580.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -669583.500000 Penalty: 4262.884277
	Iteration 52Q: 3 clusters Score -669583.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -669584.125000 Penalty: 4262.884277
	Iteration 53Q: 3 clusters Score -669584.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -669585.875000 Penalty: 4262.884277
	Iteration 54Q: 3 clusters Score -669585.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -669588.375000 Penalty: 4262.884277
	Iteration 55Q: 3 clusters Score -669588.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -669589.875000 Penalty: 4262.884277
	Iteration 56Q: 3 clusters Score -669589.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -669589.625000 Penalty: 4262.884277
	Iteration 57Q: 3 clusters Score -669589.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -669591.187500 Penalty: 4262.884277
	Iteration 58Q: 3 clusters Score -669591.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -669592.812500 Penalty: 4262.884277
	Iteration 59Q: 3 clusters Score -669592.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -669595.125000 Penalty: 4262.884277
	Iteration 60F: 3 clusters Score -669595.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -669597.250000 Penalty: 4262.884277
	Iteration 61Q: 3 clusters Score -669597.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -669600.812500 Penalty: 4262.884277
	Iteration 62Q: 3 clusters Score -669600.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -669601.812500 Penalty: 4262.884277
	Iteration 63Q: 3 clusters Score -669601.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -669603.437500 Penalty: 4262.884277
	Iteration 64Q: 3 clusters Score -669603.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -669603.875000 Penalty: 4262.884277
	Iteration 65Q: 3 clusters Score -669603.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -669605.375000 Penalty: 4262.884277
	Iteration 66Q: 3 clusters Score -669605.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -669605.812500 Penalty: 4262.884277
	Iteration 67Q: 3 clusters Score -669605.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -669607.187500 Penalty: 4262.884277
	Iteration 68Q: 3 clusters Score -669607.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -669606.937500 Penalty: 4262.884277
	Iteration 69Q: 3 clusters Score -669606.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -669606.937500 Penalty: 4262.884277
	Iteration 70F: 3 clusters Score -669606.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -66750.015625 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -66750.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65121.882812 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -65121.88 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65526.890625 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -65526.89 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -65815.031250 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -65815.03 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -66135.984375 Penalty: 3205.662598
	Iteration 3F: 3 clusters Score -66135.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66467.437500 Penalty: 3205.662598
	Iteration 4F: 3 clusters Score -66467.44 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66775.046875 Penalty: 3205.662598
	Iteration 5F: 3 clusters Score -66775.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67255.539062 Penalty: 3205.662598
	Iteration 6F: 3 clusters Score -67255.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67934.796875 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -67934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67942.367188 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -67942.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67942.367188 Penalty: 3205.662598
	Iteration 9F: 3 clusters Score -67942.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 654 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 311 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Mstep: Class 20 contains 404 members 
Mstep: Class 21 contains 330 members 
Entering Unmasked Estep 
Score: -119294720.000000 Penalty: 71765.531250
Splitting cluster 10 changes total score from -119295408.000000 to -119294720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -55980.210938 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -55980.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54489.097656 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -54489.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55069.269531 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -55069.27 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55419.687500 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -55419.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55589.242188 Penalty: 3177.812500
	Iteration 3F: 3 clusters Score -55589.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55669.839844 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -55669.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55712.648438 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -55712.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55753.234375 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -55753.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55773.636719 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -55773.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55786.156250 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -55786.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55810.410156 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -55810.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55823.703125 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -55823.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55838.351562 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -55838.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55867.082031 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -55867.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -55896.890625 Penalty: 3177.812500
	Iteration 13Q: 3 clusters Score -55896.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55946.308594 Penalty: 3177.812500
	Iteration 14Q: 3 clusters Score -55946.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56003.601562 Penalty: 3177.812500
	Iteration 15Q: 3 clusters Score -56003.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56052.687500 Penalty: 3177.812500
	Iteration 16Q: 3 clusters Score -56052.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56073.246094 Penalty: 3177.812500
	Iteration 17Q: 3 clusters Score -56073.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56087.503906 Penalty: 3177.812500
	Iteration 18Q: 3 clusters Score -56087.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -56092.003906 Penalty: 3177.812500
	Iteration 19Q: 3 clusters Score -56092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56095.851562 Penalty: 3177.812500
	Iteration 20F: 3 clusters Score -56095.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56100.031250 Penalty: 3177.812500
	Iteration 21Q: 3 clusters Score -56100.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56101.605469 Penalty: 3177.812500
	Iteration 22Q: 3 clusters Score -56101.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56101.605469 Penalty: 3177.812500
	Iteration 23F: 3 clusters Score -56101.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 654 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Mstep: Class 20 contains 404 members 
Mstep: Class 21 contains 279 members 
Entering Unmasked Estep 
Score: -119293648.000000 Penalty: 71765.531250
Splitting cluster 11 changes total score from -119295408.000000 to -119293648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (175563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175563 members 
Entering Unmasked Estep 
Score: -22054360.000000 Penalty: 2994.786865
	Iteration 0F: 2 clusters Score -2.205436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87556 members 
Mstep: Class 2 contains 88007 members 
Entering Unmasked Estep 
Score: -21937144.000000 Penalty: 5989.573730
	Iteration 0F: 3 clusters Score -2.193714e+07 nChanged 84363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83571 members 
Mstep: Class 2 contains 91992 members 
Entering Unmasked Estep 
Score: -21986280.000000 Penalty: 5989.573730
	Iteration 1F: 3 clusters Score -2.198628e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81379 members 
Mstep: Class 2 contains 94184 members 
Entering Unmasked Estep 
Score: -21987380.000000 Penalty: 5989.573730
	Iteration 2Q: 3 clusters Score -2.198738e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77971 members 
Mstep: Class 2 contains 97592 members 
Entering Unmasked Estep 
Score: -21988912.000000 Penalty: 5989.573730
	Iteration 3Q: 3 clusters Score -2.198891e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72860 members 
Mstep: Class 2 contains 102703 members 
Entering Unmasked Estep 
Score: -21991352.000000 Penalty: 5989.573730
	Iteration 4Q: 3 clusters Score -2.199135e+07 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65180 members 
Mstep: Class 2 contains 110383 members 
Entering Unmasked Estep 
Score: -21995990.000000 Penalty: 5989.573730
	Iteration 5Q: 3 clusters Score -2.199599e+07 nChanged 11176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 121159 members 
Entering Unmasked Estep 
Score: -22003522.000000 Penalty: 5989.573730
	Iteration 6F: 3 clusters Score -2.200352e+07 nChanged 13647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 134596 members 
Entering Unmasked Estep 
Score: -22015134.000000 Penalty: 5989.573730
	Iteration 7F: 3 clusters Score -2.201513e+07 nChanged 14366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 148810 members 
Entering Unmasked Estep 
Score: -22028408.000000 Penalty: 5989.573730
	Iteration 8F: 3 clusters Score -2.202841e+07 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 160616 members 
Entering Unmasked Estep 
Score: -22039660.000000 Penalty: 5989.573730
	Iteration 9F: 3 clusters Score -2.203966e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 168006 members 
Entering Unmasked Estep 
Score: -22046380.000000 Penalty: 5989.573730
	Iteration 10Q: 3 clusters Score -2.204638e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 171779 members 
Entering Unmasked Estep 
Score: -22049312.000000 Penalty: 5989.573730
	Iteration 11Q: 3 clusters Score -2.204931e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 173480 members 
Entering Unmasked Estep 
Score: -22050648.000000 Penalty: 5989.573730
	Iteration 12Q: 3 clusters Score -2.205065e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 174203 members 
Entering Unmasked Estep 
Score: -22051278.000000 Penalty: 5989.573730
	Iteration 13Q: 3 clusters Score -2.205128e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 174497 members 
Entering Unmasked Estep 
Score: -22051576.000000 Penalty: 5989.573730
	Iteration 14Q: 3 clusters Score -2.205158e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 174644 members 
Entering Unmasked Estep 
Score: -22051750.000000 Penalty: 5989.573730
	Iteration 15Q: 3 clusters Score -2.205175e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 174722 members 
Entering Unmasked Estep 
Score: -22051862.000000 Penalty: 5989.573730
	Iteration 16Q: 3 clusters Score -2.205186e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 174781 members 
Entering Unmasked Estep 
Score: -22051962.000000 Penalty: 5989.573730
	Iteration 17Q: 3 clusters Score -2.205196e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 174815 members 
Entering Unmasked Estep 
Score: -22052006.000000 Penalty: 5989.573730
	Iteration 18Q: 3 clusters Score -2.205201e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 174834 members 
Entering Unmasked Estep 
Score: -22052034.000000 Penalty: 5989.573730
	Iteration 19Q: 3 clusters Score -2.205203e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 174844 members 
Entering Unmasked Estep 
Score: -22052078.000000 Penalty: 5989.573730
	Iteration 20F: 3 clusters Score -2.205208e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 174849 members 
Entering Unmasked Estep 
Score: -22052068.000000 Penalty: 5989.573730
	Iteration 21Q: 3 clusters Score -2.205207e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 174853 members 
Entering Unmasked Estep 
Score: -22052084.000000 Penalty: 5989.573730
	Iteration 22Q: 3 clusters Score -2.205208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 174859 members 
Entering Unmasked Estep 
Score: -22052098.000000 Penalty: 5989.573730
	Iteration 23Q: 3 clusters Score -2.20521e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 174856 members 
Entering Unmasked Estep 
Score: -22052108.000000 Penalty: 5989.573730
	Iteration 24Q: 3 clusters Score -2.205211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 174857 members 
Entering Unmasked Estep 
Score: -22052104.000000 Penalty: 5989.573730
	Iteration 25Q: 3 clusters Score -2.20521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 174860 members 
Entering Unmasked Estep 
Score: -22052128.000000 Penalty: 5989.573730
	Iteration 26Q: 3 clusters Score -2.205213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 174865 members 
Entering Unmasked Estep 
Score: -22052128.000000 Penalty: 5989.573730
	Iteration 27Q: 3 clusters Score -2.205213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 174868 members 
Entering Unmasked Estep 
Score: -22052146.000000 Penalty: 5989.573730
	Iteration 28Q: 3 clusters Score -2.205215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 174871 members 
Entering Unmasked Estep 
Score: -22052162.000000 Penalty: 5989.573730
	Iteration 29Q: 3 clusters Score -2.205216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 174868 members 
Entering Unmasked Estep 
Score: -22052174.000000 Penalty: 5989.573730
	Iteration 30Q: 3 clusters Score -2.205217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 174865 members 
Entering Unmasked Estep 
Score: -22052168.000000 Penalty: 5989.573730
	Iteration 31Q: 3 clusters Score -2.205217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 174861 members 
Entering Unmasked Estep 
Score: -22052186.000000 Penalty: 5989.573730
	Iteration 32Q: 3 clusters Score -2.205219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 174860 members 
Entering Unmasked Estep 
Score: -22052180.000000 Penalty: 5989.573730
	Iteration 33Q: 3 clusters Score -2.205218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 174858 members 
Entering Unmasked Estep 
Score: -22052190.000000 Penalty: 5989.573730
	Iteration 34Q: 3 clusters Score -2.205219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 174860 members 
Entering Unmasked Estep 
Score: -22052180.000000 Penalty: 5989.573730
	Iteration 35Q: 3 clusters Score -2.205218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 174858 members 
Entering Unmasked Estep 
Score: -22052190.000000 Penalty: 5989.573730
	Iteration 36Q: 3 clusters Score -2.205219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 174854 members 
Entering Unmasked Estep 
Score: -22052206.000000 Penalty: 5989.573730
	Iteration 37Q: 3 clusters Score -2.205221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 174854 members 
Entering Unmasked Estep 
Score: -22052196.000000 Penalty: 5989.573730
	Iteration 38Q: 3 clusters Score -2.20522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 174855 members 
Entering Unmasked Estep 
Score: -22052182.000000 Penalty: 5989.573730
	Iteration 39Q: 3 clusters Score -2.205218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 174856 members 
Entering Unmasked Estep 
Score: -22052192.000000 Penalty: 5989.573730
	Iteration 40F: 3 clusters Score -2.205219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 174856 members 
Entering Unmasked Estep 
Score: -22052190.000000 Penalty: 5989.573730
	Iteration 41Q: 3 clusters Score -2.205219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 174854 members 
Entering Unmasked Estep 
Score: -22052200.000000 Penalty: 5989.573730
	Iteration 42Q: 3 clusters Score -2.20522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 174854 members 
Entering Unmasked Estep 
Score: -22052190.000000 Penalty: 5989.573730
	Iteration 43Q: 3 clusters Score -2.205219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 174854 members 
Entering Unmasked Estep 
Score: -22052202.000000 Penalty: 5989.573730
	Iteration 44Q: 3 clusters Score -2.20522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 174853 members 
Entering Unmasked Estep 
Score: -22052200.000000 Penalty: 5989.573730
	Iteration 45Q: 3 clusters Score -2.20522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 174853 members 
Entering Unmasked Estep 
Score: -22052200.000000 Penalty: 5989.573730
	Iteration 46F: 3 clusters Score -2.20522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (176915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176915 members 
Entering Unmasked Estep 
Score: -22303288.000000 Penalty: 2996.689209
	Iteration 0F: 2 clusters Score -2.230329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88546 members 
Mstep: Class 2 contains 88369 members 
Entering Unmasked Estep 
Score: -22186290.000000 Penalty: 5993.378418
	Iteration 0F: 3 clusters Score -2.218629e+07 nChanged 84864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90450 members 
Mstep: Class 2 contains 86465 members 
Entering Unmasked Estep 
Score: -22235988.000000 Penalty: 5993.378418
	Iteration 1F: 3 clusters Score -2.223599e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91537 members 
Mstep: Class 2 contains 85378 members 
Entering Unmasked Estep 
Score: -22237432.000000 Penalty: 5993.378418
	Iteration 2Q: 3 clusters Score -2.223743e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93172 members 
Mstep: Class 2 contains 83743 members 
Entering Unmasked Estep 
Score: -22239684.000000 Penalty: 5993.378418
	Iteration 3Q: 3 clusters Score -2.223968e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95594 members 
Mstep: Class 2 contains 81321 members 
Entering Unmasked Estep 
Score: -22242890.000000 Penalty: 5993.378418
	Iteration 4Q: 3 clusters Score -2.224289e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98845 members 
Mstep: Class 2 contains 78070 members 
Entering Unmasked Estep 
Score: -22247780.000000 Penalty: 5993.378418
	Iteration 5F: 3 clusters Score -2.224778e+07 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102750 members 
Mstep: Class 2 contains 74165 members 
Entering Unmasked Estep 
Score: -22255194.000000 Penalty: 5993.378418
	Iteration 6F: 3 clusters Score -2.225519e+07 nChanged 11903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106843 members 
Mstep: Class 2 contains 70072 members 
Entering Unmasked Estep 
Score: -22264794.000000 Penalty: 5993.378418
	Iteration 7F: 3 clusters Score -2.226479e+07 nChanged 11915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110222 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -22274068.000000 Penalty: 5993.378418
	Iteration 8F: 3 clusters Score -2.227407e+07 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112472 members 
Mstep: Class 2 contains 64443 members 
Entering Unmasked Estep 
Score: -22279976.000000 Penalty: 5993.378418
	Iteration 9F: 3 clusters Score -2.227998e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114207 members 
Mstep: Class 2 contains 62708 members 
Entering Unmasked Estep 
Score: -22282756.000000 Penalty: 5993.378418
	Iteration 10Q: 3 clusters Score -2.228276e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115958 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -22284372.000000 Penalty: 5993.378418
	Iteration 11Q: 3 clusters Score -2.228437e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117828 members 
Mstep: Class 2 contains 59087 members 
Entering Unmasked Estep 
Score: -22286152.000000 Penalty: 5993.378418
	Iteration 12Q: 3 clusters Score -2.228615e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119779 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -22287868.000000 Penalty: 5993.378418
	Iteration 13Q: 3 clusters Score -2.228787e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121927 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
Score: -22290004.000000 Penalty: 5993.378418
	Iteration 14Q: 3 clusters Score -2.229e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124096 members 
Mstep: Class 2 contains 52819 members 
Entering Unmasked Estep 
Score: -22292372.000000 Penalty: 5993.378418
	Iteration 15Q: 3 clusters Score -2.229237e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126225 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -22294500.000000 Penalty: 5993.378418
	Iteration 16Q: 3 clusters Score -2.22945e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128135 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -22296412.000000 Penalty: 5993.378418
	Iteration 17Q: 3 clusters Score -2.229641e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129876 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -22297874.000000 Penalty: 5993.378418
	Iteration 18Q: 3 clusters Score -2.229787e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131372 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -22298820.000000 Penalty: 5993.378418
	Iteration 19Q: 3 clusters Score -2.229882e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132715 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -22299346.000000 Penalty: 5993.378418
	Iteration 20F: 3 clusters Score -2.229935e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133848 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -22299690.000000 Penalty: 5993.378418
	Iteration 21Q: 3 clusters Score -2.229969e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134883 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -22300022.000000 Penalty: 5993.378418
	Iteration 22Q: 3 clusters Score -2.230002e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135828 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -22300148.000000 Penalty: 5993.378418
	Iteration 23Q: 3 clusters Score -2.230015e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136640 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -22300428.000000 Penalty: 5993.378418
	Iteration 24Q: 3 clusters Score -2.230043e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137402 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -22300674.000000 Penalty: 5993.378418
	Iteration 25Q: 3 clusters Score -2.230067e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138107 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -22300764.000000 Penalty: 5993.378418
	Iteration 26Q: 3 clusters Score -2.230076e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138796 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -22300848.000000 Penalty: 5993.378418
	Iteration 27Q: 3 clusters Score -2.230085e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139410 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -22300918.000000 Penalty: 5993.378418
	Iteration 28Q: 3 clusters Score -2.230092e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139964 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -22300890.000000 Penalty: 5993.378418
	Iteration 29Q: 3 clusters Score -2.230089e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140481 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -22300982.000000 Penalty: 5993.378418
	Iteration 30Q: 3 clusters Score -2.230098e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140923 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -22301056.000000 Penalty: 5993.378418
	Iteration 31Q: 3 clusters Score -2.230106e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141350 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -22301054.000000 Penalty: 5993.378418
	Iteration 32Q: 3 clusters Score -2.230105e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141706 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -22301068.000000 Penalty: 5993.378418
	Iteration 33Q: 3 clusters Score -2.230107e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142049 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -22301140.000000 Penalty: 5993.378418
	Iteration 34Q: 3 clusters Score -2.230114e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142379 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -22301204.000000 Penalty: 5993.378418
	Iteration 35Q: 3 clusters Score -2.23012e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142689 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -22301190.000000 Penalty: 5993.378418
	Iteration 36Q: 3 clusters Score -2.230119e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142974 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -22301278.000000 Penalty: 5993.378418
	Iteration 37Q: 3 clusters Score -2.230128e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143235 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -22301276.000000 Penalty: 5993.378418
	Iteration 38Q: 3 clusters Score -2.230128e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143486 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -22301246.000000 Penalty: 5993.378418
	Iteration 39Q: 3 clusters Score -2.230125e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143716 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -22301270.000000 Penalty: 5993.378418
	Iteration 40F: 3 clusters Score -2.230127e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143920 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -22301310.000000 Penalty: 5993.378418
	Iteration 41Q: 3 clusters Score -2.230131e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144138 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -22301318.000000 Penalty: 5993.378418
	Iteration 42Q: 3 clusters Score -2.230132e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144324 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -22301262.000000 Penalty: 5993.378418
	Iteration 43Q: 3 clusters Score -2.230126e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144487 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -22301296.000000 Penalty: 5993.378418
	Iteration 44Q: 3 clusters Score -2.23013e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144618 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -22301324.000000 Penalty: 5993.378418
	Iteration 45Q: 3 clusters Score -2.230132e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144767 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -22301320.000000 Penalty: 5993.378418
	Iteration 46Q: 3 clusters Score -2.230132e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144918 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -22301312.000000 Penalty: 5993.378418
	Iteration 47Q: 3 clusters Score -2.230131e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145065 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -22301304.000000 Penalty: 5993.378418
	Iteration 48Q: 3 clusters Score -2.23013e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145211 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -22301310.000000 Penalty: 5993.378418
	Iteration 49Q: 3 clusters Score -2.230131e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145354 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -22301350.000000 Penalty: 5993.378418
	Iteration 50Q: 3 clusters Score -2.230135e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145481 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -22301368.000000 Penalty: 5993.378418
	Iteration 51Q: 3 clusters Score -2.230137e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145601 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -22301356.000000 Penalty: 5993.378418
	Iteration 52Q: 3 clusters Score -2.230136e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145688 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -22301344.000000 Penalty: 5993.378418
	Iteration 53Q: 3 clusters Score -2.230134e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145762 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -22301354.000000 Penalty: 5993.378418
	Iteration 54Q: 3 clusters Score -2.230135e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145822 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -22301342.000000 Penalty: 5993.378418
	Iteration 55Q: 3 clusters Score -2.230134e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145887 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -22301348.000000 Penalty: 5993.378418
	Iteration 56Q: 3 clusters Score -2.230135e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145956 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -22301384.000000 Penalty: 5993.378418
	Iteration 57Q: 3 clusters Score -2.230138e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146027 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -22301370.000000 Penalty: 5993.378418
	Iteration 58Q: 3 clusters Score -2.230137e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146091 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -22301376.000000 Penalty: 5993.378418
	Iteration 59Q: 3 clusters Score -2.230138e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146159 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -22301376.000000 Penalty: 5993.378418
	Iteration 60F: 3 clusters Score -2.230138e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146233 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -22301396.000000 Penalty: 5993.378418
	Iteration 61Q: 3 clusters Score -2.23014e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146311 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -22301368.000000 Penalty: 5993.378418
	Iteration 62Q: 3 clusters Score -2.230137e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146389 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -22301362.000000 Penalty: 5993.378418
	Iteration 63Q: 3 clusters Score -2.230136e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146465 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -22301398.000000 Penalty: 5993.378418
	Iteration 64Q: 3 clusters Score -2.23014e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146539 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -22301398.000000 Penalty: 5993.378418
	Iteration 65Q: 3 clusters Score -2.23014e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146610 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -22301404.000000 Penalty: 5993.378418
	Iteration 66Q: 3 clusters Score -2.23014e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146679 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -22301406.000000 Penalty: 5993.378418
	Iteration 67Q: 3 clusters Score -2.230141e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146738 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -22301364.000000 Penalty: 5993.378418
	Iteration 68Q: 3 clusters Score -2.230136e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146793 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -22301422.000000 Penalty: 5993.378418
	Iteration 69Q: 3 clusters Score -2.230142e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146848 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -22301414.000000 Penalty: 5993.378418
	Iteration 70Q: 3 clusters Score -2.230141e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146915 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -22301400.000000 Penalty: 5993.378418
	Iteration 71Q: 3 clusters Score -2.23014e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146970 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -22301398.000000 Penalty: 5993.378418
	Iteration 72Q: 3 clusters Score -2.23014e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147023 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -22301422.000000 Penalty: 5993.378418
	Iteration 73Q: 3 clusters Score -2.230142e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147080 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -22301402.000000 Penalty: 5993.378418
	Iteration 74Q: 3 clusters Score -2.23014e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147131 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -22301410.000000 Penalty: 5993.378418
	Iteration 75Q: 3 clusters Score -2.230141e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147180 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -22301392.000000 Penalty: 5993.378418
	Iteration 76Q: 3 clusters Score -2.230139e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147221 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -22301418.000000 Penalty: 5993.378418
	Iteration 77Q: 3 clusters Score -2.230142e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147252 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -22301408.000000 Penalty: 5993.378418
	Iteration 78Q: 3 clusters Score -2.230141e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147287 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -22301396.000000 Penalty: 5993.378418
	Iteration 79Q: 3 clusters Score -2.23014e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147321 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -22301410.000000 Penalty: 5993.378418
	Iteration 80F: 3 clusters Score -2.230141e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147354 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -22301412.000000 Penalty: 5993.378418
	Iteration 81Q: 3 clusters Score -2.230141e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147385 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -22301394.000000 Penalty: 5993.378418
	Iteration 82Q: 3 clusters Score -2.230139e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147409 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -22301406.000000 Penalty: 5993.378418
	Iteration 83Q: 3 clusters Score -2.230141e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147439 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -22301402.000000 Penalty: 5993.378418
	Iteration 84Q: 3 clusters Score -2.23014e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147463 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -22301396.000000 Penalty: 5993.378418
	Iteration 85Q: 3 clusters Score -2.23014e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147486 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -22301386.000000 Penalty: 5993.378418
	Iteration 86Q: 3 clusters Score -2.230139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147500 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -22301386.000000 Penalty: 5993.378418
	Iteration 87Q: 3 clusters Score -2.230139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147506 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -22301372.000000 Penalty: 5993.378418
	Iteration 88Q: 3 clusters Score -2.230137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147515 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -22301372.000000 Penalty: 5993.378418
	Iteration 89Q: 3 clusters Score -2.230137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147521 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -22301386.000000 Penalty: 5993.378418
	Iteration 90Q: 3 clusters Score -2.230139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147525 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -22301398.000000 Penalty: 5993.378418
	Iteration 91Q: 3 clusters Score -2.23014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147529 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -22301386.000000 Penalty: 5993.378418
	Iteration 92Q: 3 clusters Score -2.230139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147531 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -22301394.000000 Penalty: 5993.378418
	Iteration 93Q: 3 clusters Score -2.230139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147535 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -22301392.000000 Penalty: 5993.378418
	Iteration 94Q: 3 clusters Score -2.230139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147539 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -22301398.000000 Penalty: 5993.378418
	Iteration 95Q: 3 clusters Score -2.23014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147544 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -22301400.000000 Penalty: 5993.378418
	Iteration 96Q: 3 clusters Score -2.23014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147548 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -22301410.000000 Penalty: 5993.378418
	Iteration 97Q: 3 clusters Score -2.230141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147553 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -22301396.000000 Penalty: 5993.378418
	Iteration 98Q: 3 clusters Score -2.23014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147556 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -22301402.000000 Penalty: 5993.378418
	Iteration 99Q: 3 clusters Score -2.23014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147561 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -22301408.000000 Penalty: 5993.378418
	Iteration 100F: 3 clusters Score -2.230141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147567 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -22301392.000000 Penalty: 5993.378418
	Iteration 101Q: 3 clusters Score -2.230139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147576 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -22301404.000000 Penalty: 5993.378418
	Iteration 102Q: 3 clusters Score -2.23014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147589 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -22301390.000000 Penalty: 5993.378418
	Iteration 103Q: 3 clusters Score -2.230139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147596 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -22301390.000000 Penalty: 5993.378418
	Iteration 104Q: 3 clusters Score -2.230139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147599 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -22301406.000000 Penalty: 5993.378418
	Iteration 105Q: 3 clusters Score -2.230141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147603 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -22301408.000000 Penalty: 5993.378418
	Iteration 106Q: 3 clusters Score -2.230141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147604 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -22301396.000000 Penalty: 5993.378418
	Iteration 107Q: 3 clusters Score -2.23014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147604 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -22301396.000000 Penalty: 5993.378418
	Iteration 108F: 3 clusters Score -2.23014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -41119.191406 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -41119.19 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 210 members 
Entering Unmasked Estep 
Score: -39747.214844 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -39747.21 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39948.222656 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -39948.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40019.972656 Penalty: 2995.966309
	Iteration 2Q: 3 clusters Score -40019.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40085.937500 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -40085.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40151.085938 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -40151.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40223.675781 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -40223.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -40273.308594 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -40273.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40318.851562 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -40318.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40383.832031 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -40383.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40472.402344 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -40472.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40513.039062 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -40513.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -40549.093750 Penalty: 2995.966309
	Iteration 11Q: 3 clusters Score -40549.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -40570.011719 Penalty: 2995.966309
	Iteration 12Q: 3 clusters Score -40570.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40598.046875 Penalty: 2995.966309
	Iteration 13Q: 3 clusters Score -40598.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40606.230469 Penalty: 2995.966309
	Iteration 14Q: 3 clusters Score -40606.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40612.035156 Penalty: 2995.966309
	Iteration 15Q: 3 clusters Score -40612.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40614.835938 Penalty: 2995.966309
	Iteration 16Q: 3 clusters Score -40614.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40616.324219 Penalty: 2995.966309
	Iteration 17Q: 3 clusters Score -40616.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40618.390625 Penalty: 2995.966309
	Iteration 18F: 3 clusters Score -40618.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40622.199219 Penalty: 2995.966309
	Iteration 19Q: 3 clusters Score -40622.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40650.921875 Penalty: 2995.966309
	Iteration 20F: 3 clusters Score -40650.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40675.324219 Penalty: 2995.966309
	Iteration 21Q: 3 clusters Score -40675.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40685.281250 Penalty: 2995.966309
	Iteration 22Q: 3 clusters Score -40685.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40710.679688 Penalty: 2995.966309
	Iteration 23Q: 3 clusters Score -40710.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40717.898438 Penalty: 2995.966309
	Iteration 24Q: 3 clusters Score -40717.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40722.546875 Penalty: 2995.966309
	Iteration 25Q: 3 clusters Score -40722.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40731.832031 Penalty: 2995.966309
	Iteration 26Q: 3 clusters Score -40731.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40778.171875 Penalty: 2995.966309
	Iteration 27Q: 3 clusters Score -40778.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40867.242188 Penalty: 2995.966309
	Iteration 28Q: 3 clusters Score -40867.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40965.253906 Penalty: 2995.966309
	Iteration 29Q: 3 clusters Score -40965.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41044.074219 Penalty: 2995.966309
	Iteration 30Q: 3 clusters Score -41044.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41064.453125 Penalty: 2995.966309
	Iteration 31Q: 3 clusters Score -41064.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41079.375000 Penalty: 2995.966309
	Iteration 32Q: 3 clusters Score -41079.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41083.113281 Penalty: 2995.966309
	Iteration 33Q: 3 clusters Score -41083.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41089.773438 Penalty: 2995.966309
	Iteration 34Q: 3 clusters Score -41089.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41093.062500 Penalty: 2995.966309
	Iteration 35Q: 3 clusters Score -41093.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41096.171875 Penalty: 2995.966309
	Iteration 36Q: 3 clusters Score -41096.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41099.847656 Penalty: 2995.966309
	Iteration 37Q: 3 clusters Score -41099.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41099.847656 Penalty: 2995.966309
	Iteration 38F: 3 clusters Score -41099.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (226570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226570 members 
Entering Unmasked Estep 
Score: -28455790.000000 Penalty: 3058.040771
	Iteration 0F: 2 clusters Score -2.845579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113404 members 
Mstep: Class 2 contains 113166 members 
Entering Unmasked Estep 
Score: -28308080.000000 Penalty: 6116.081543
	Iteration 0F: 3 clusters Score -2.830808e+07 nChanged 109499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113285 members 
Mstep: Class 2 contains 113285 members 
Entering Unmasked Estep 
Score: -28372040.000000 Penalty: 6116.081543
	Iteration 1F: 3 clusters Score -2.837204e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113080 members 
Mstep: Class 2 contains 113490 members 
Entering Unmasked Estep 
Score: -28372832.000000 Penalty: 6116.081543
	Iteration 2Q: 3 clusters Score -2.837283e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112780 members 
Mstep: Class 2 contains 113790 members 
Entering Unmasked Estep 
Score: -28373666.000000 Penalty: 6116.081543
	Iteration 3Q: 3 clusters Score -2.837367e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112438 members 
Mstep: Class 2 contains 114132 members 
Entering Unmasked Estep 
Score: -28374658.000000 Penalty: 6116.081543
	Iteration 4Q: 3 clusters Score -2.837466e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112084 members 
Mstep: Class 2 contains 114486 members 
Entering Unmasked Estep 
Score: -28376058.000000 Penalty: 6116.081543
	Iteration 5Q: 3 clusters Score -2.837606e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111444 members 
Mstep: Class 2 contains 115126 members 
Entering Unmasked Estep 
Score: -28378238.000000 Penalty: 6116.081543
	Iteration 6Q: 3 clusters Score -2.837824e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110468 members 
Mstep: Class 2 contains 116102 members 
Entering Unmasked Estep 
Score: -28381856.000000 Penalty: 6116.081543
	Iteration 7Q: 3 clusters Score -2.838186e+07 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108893 members 
Mstep: Class 2 contains 117677 members 
Entering Unmasked Estep 
Score: -28386780.000000 Penalty: 6116.081543
	Iteration 8Q: 3 clusters Score -2.838678e+07 nChanged 12559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106446 members 
Mstep: Class 2 contains 120124 members 
Entering Unmasked Estep 
Score: -28394310.000000 Penalty: 6116.081543
	Iteration 9F: 3 clusters Score -2.839431e+07 nChanged 14606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103020 members 
Mstep: Class 2 contains 123550 members 
Entering Unmasked Estep 
Score: -28404780.000000 Penalty: 6116.081543
	Iteration 10F: 3 clusters Score -2.840478e+07 nChanged 15665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98863 members 
Mstep: Class 2 contains 127707 members 
Entering Unmasked Estep 
Score: -28417154.000000 Penalty: 6116.081543
	Iteration 11F: 3 clusters Score -2.841715e+07 nChanged 13945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95210 members 
Mstep: Class 2 contains 131360 members 
Entering Unmasked Estep 
Score: -28427270.000000 Penalty: 6116.081543
	Iteration 12F: 3 clusters Score -2.842727e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92459 members 
Mstep: Class 2 contains 134111 members 
Entering Unmasked Estep 
Score: -28432122.000000 Penalty: 6116.081543
	Iteration 13Q: 3 clusters Score -2.843212e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90192 members 
Mstep: Class 2 contains 136378 members 
Entering Unmasked Estep 
Score: -28434088.000000 Penalty: 6116.081543
	Iteration 14Q: 3 clusters Score -2.843409e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87984 members 
Mstep: Class 2 contains 138586 members 
Entering Unmasked Estep 
Score: -28435092.000000 Penalty: 6116.081543
	Iteration 15Q: 3 clusters Score -2.843509e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85798 members 
Mstep: Class 2 contains 140772 members 
Entering Unmasked Estep 
Score: -28436130.000000 Penalty: 6116.081543
	Iteration 16Q: 3 clusters Score -2.843613e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83628 members 
Mstep: Class 2 contains 142942 members 
Entering Unmasked Estep 
Score: -28436904.000000 Penalty: 6116.081543
	Iteration 17Q: 3 clusters Score -2.84369e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81429 members 
Mstep: Class 2 contains 145141 members 
Entering Unmasked Estep 
Score: -28437838.000000 Penalty: 6116.081543
	Iteration 18Q: 3 clusters Score -2.843784e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 147385 members 
Entering Unmasked Estep 
Score: -28438522.000000 Penalty: 6116.081543
	Iteration 19Q: 3 clusters Score -2.843852e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76977 members 
Mstep: Class 2 contains 149593 members 
Entering Unmasked Estep 
Score: -28439286.000000 Penalty: 6116.081543
	Iteration 20F: 3 clusters Score -2.843929e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74665 members 
Mstep: Class 2 contains 151905 members 
Entering Unmasked Estep 
Score: -28440068.000000 Penalty: 6116.081543
	Iteration 21Q: 3 clusters Score -2.844007e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72262 members 
Mstep: Class 2 contains 154308 members 
Entering Unmasked Estep 
Score: -28440800.000000 Penalty: 6116.081543
	Iteration 22Q: 3 clusters Score -2.84408e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69616 members 
Mstep: Class 2 contains 156954 members 
Entering Unmasked Estep 
Score: -28441456.000000 Penalty: 6116.081543
	Iteration 23Q: 3 clusters Score -2.844146e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66738 members 
Mstep: Class 2 contains 159832 members 
Entering Unmasked Estep 
Score: -28442182.000000 Penalty: 6116.081543
	Iteration 24Q: 3 clusters Score -2.844218e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63598 members 
Mstep: Class 2 contains 162972 members 
Entering Unmasked Estep 
Score: -28443024.000000 Penalty: 6116.081543
	Iteration 25Q: 3 clusters Score -2.844302e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60209 members 
Mstep: Class 2 contains 166361 members 
Entering Unmasked Estep 
Score: -28443914.000000 Penalty: 6116.081543
	Iteration 26Q: 3 clusters Score -2.844391e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56542 members 
Mstep: Class 2 contains 170028 members 
Entering Unmasked Estep 
Score: -28445104.000000 Penalty: 6116.081543
	Iteration 27Q: 3 clusters Score -2.84451e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 173796 members 
Entering Unmasked Estep 
Score: -28446378.000000 Penalty: 6116.081543
	Iteration 28Q: 3 clusters Score -2.844638e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 177594 members 
Entering Unmasked Estep 
Score: -28447604.000000 Penalty: 6116.081543
	Iteration 29Q: 3 clusters Score -2.84476e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 181409 members 
Entering Unmasked Estep 
Score: -28449000.000000 Penalty: 6116.081543
	Iteration 30Q: 3 clusters Score -2.8449e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 185024 members 
Entering Unmasked Estep 
Score: -28450070.000000 Penalty: 6116.081543
	Iteration 31Q: 3 clusters Score -2.845007e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 188442 members 
Entering Unmasked Estep 
Score: -28450818.000000 Penalty: 6116.081543
	Iteration 32Q: 3 clusters Score -2.845082e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 191600 members 
Entering Unmasked Estep 
Score: -28451426.000000 Penalty: 6116.081543
	Iteration 33Q: 3 clusters Score -2.845143e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 194442 members 
Entering Unmasked Estep 
Score: -28452096.000000 Penalty: 6116.081543
	Iteration 34Q: 3 clusters Score -2.84521e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 196843 members 
Entering Unmasked Estep 
Score: -28452532.000000 Penalty: 6116.081543
	Iteration 35Q: 3 clusters Score -2.845253e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 198957 members 
Entering Unmasked Estep 
Score: -28452930.000000 Penalty: 6116.081543
	Iteration 36Q: 3 clusters Score -2.845293e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 200693 members 
Entering Unmasked Estep 
Score: -28452940.000000 Penalty: 6116.081543
	Iteration 37Q: 3 clusters Score -2.845294e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 202243 members 
Entering Unmasked Estep 
Score: -28453022.000000 Penalty: 6116.081543
	Iteration 38Q: 3 clusters Score -2.845302e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 203550 members 
Entering Unmasked Estep 
Score: -28452974.000000 Penalty: 6116.081543
	Iteration 39Q: 3 clusters Score -2.845297e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 204703 members 
Entering Unmasked Estep 
Score: -28453446.000000 Penalty: 6116.081543
	Iteration 40F: 3 clusters Score -2.845345e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 206206 members 
Entering Unmasked Estep 
Score: -28453830.000000 Penalty: 6116.081543
	Iteration 41Q: 3 clusters Score -2.845383e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 207592 members 
Entering Unmasked Estep 
Score: -28453838.000000 Penalty: 6116.081543
	Iteration 42Q: 3 clusters Score -2.845384e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 208856 members 
Entering Unmasked Estep 
Score: -28453844.000000 Penalty: 6116.081543
	Iteration 43Q: 3 clusters Score -2.845384e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 209981 members 
Entering Unmasked Estep 
Score: -28453930.000000 Penalty: 6116.081543
	Iteration 44Q: 3 clusters Score -2.845393e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 210979 members 
Entering Unmasked Estep 
Score: -28454038.000000 Penalty: 6116.081543
	Iteration 45Q: 3 clusters Score -2.845404e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 211853 members 
Entering Unmasked Estep 
Score: -28453984.000000 Penalty: 6116.081543
	Iteration 46Q: 3 clusters Score -2.845398e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 212636 members 
Entering Unmasked Estep 
Score: -28453938.000000 Penalty: 6116.081543
	Iteration 47Q: 3 clusters Score -2.845394e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 213361 members 
Entering Unmasked Estep 
Score: -28453978.000000 Penalty: 6116.081543
	Iteration 48Q: 3 clusters Score -2.845398e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 214074 members 
Entering Unmasked Estep 
Score: -28453944.000000 Penalty: 6116.081543
	Iteration 49Q: 3 clusters Score -2.845394e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 214725 members 
Entering Unmasked Estep 
Score: -28453926.000000 Penalty: 6116.081543
	Iteration 50Q: 3 clusters Score -2.845393e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 215357 members 
Entering Unmasked Estep 
Score: -28453896.000000 Penalty: 6116.081543
	Iteration 51Q: 3 clusters Score -2.84539e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 215909 members 
Entering Unmasked Estep 
Score: -28453878.000000 Penalty: 6116.081543
	Iteration 52Q: 3 clusters Score -2.845388e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 216388 members 
Entering Unmasked Estep 
Score: -28453786.000000 Penalty: 6116.081543
	Iteration 53Q: 3 clusters Score -2.845379e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 216801 members 
Entering Unmasked Estep 
Score: -28453770.000000 Penalty: 6116.081543
	Iteration 54Q: 3 clusters Score -2.845377e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 217194 members 
Entering Unmasked Estep 
Score: -28453786.000000 Penalty: 6116.081543
	Iteration 55Q: 3 clusters Score -2.845379e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 217535 members 
Entering Unmasked Estep 
Score: -28453770.000000 Penalty: 6116.081543
	Iteration 56Q: 3 clusters Score -2.845377e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 217846 members 
Entering Unmasked Estep 
Score: -28453738.000000 Penalty: 6116.081543
	Iteration 57Q: 3 clusters Score -2.845374e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 218143 members 
Entering Unmasked Estep 
Score: -28453700.000000 Penalty: 6116.081543
	Iteration 58Q: 3 clusters Score -2.84537e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 218409 members 
Entering Unmasked Estep 
Score: -28453720.000000 Penalty: 6116.081543
	Iteration 59Q: 3 clusters Score -2.845372e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 218677 members 
Entering Unmasked Estep 
Score: -28453678.000000 Penalty: 6116.081543
	Iteration 60F: 3 clusters Score -2.845368e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 218924 members 
Entering Unmasked Estep 
Score: -28453580.000000 Penalty: 6116.081543
	Iteration 61Q: 3 clusters Score -2.845358e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 219167 members 
Entering Unmasked Estep 
Score: -28453660.000000 Penalty: 6116.081543
	Iteration 62Q: 3 clusters Score -2.845366e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 219407 members 
Entering Unmasked Estep 
Score: -28453658.000000 Penalty: 6116.081543
	Iteration 63Q: 3 clusters Score -2.845366e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 219652 members 
Entering Unmasked Estep 
Score: -28453668.000000 Penalty: 6116.081543
	Iteration 64Q: 3 clusters Score -2.845367e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 219883 members 
Entering Unmasked Estep 
Score: -28453636.000000 Penalty: 6116.081543
	Iteration 65Q: 3 clusters Score -2.845364e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 220111 members 
Entering Unmasked Estep 
Score: -28453640.000000 Penalty: 6116.081543
	Iteration 66Q: 3 clusters Score -2.845364e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 220336 members 
Entering Unmasked Estep 
Score: -28453626.000000 Penalty: 6116.081543
	Iteration 67Q: 3 clusters Score -2.845363e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 220565 members 
Entering Unmasked Estep 
Score: -28453558.000000 Penalty: 6116.081543
	Iteration 68Q: 3 clusters Score -2.845356e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 220776 members 
Entering Unmasked Estep 
Score: -28453578.000000 Penalty: 6116.081543
	Iteration 69Q: 3 clusters Score -2.845358e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 220970 members 
Entering Unmasked Estep 
Score: -28453524.000000 Penalty: 6116.081543
	Iteration 70Q: 3 clusters Score -2.845352e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 221144 members 
Entering Unmasked Estep 
Score: -28453470.000000 Penalty: 6116.081543
	Iteration 71Q: 3 clusters Score -2.845347e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 221310 members 
Entering Unmasked Estep 
Score: -28453478.000000 Penalty: 6116.081543
	Iteration 72Q: 3 clusters Score -2.845348e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 221466 members 
Entering Unmasked Estep 
Score: -28453528.000000 Penalty: 6116.081543
	Iteration 73Q: 3 clusters Score -2.845353e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 221605 members 
Entering Unmasked Estep 
Score: -28453490.000000 Penalty: 6116.081543
	Iteration 74Q: 3 clusters Score -2.845349e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 221753 members 
Entering Unmasked Estep 
Score: -28453538.000000 Penalty: 6116.081543
	Iteration 75Q: 3 clusters Score -2.845354e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 221907 members 
Entering Unmasked Estep 
Score: -28453540.000000 Penalty: 6116.081543
	Iteration 76Q: 3 clusters Score -2.845354e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 222050 members 
Entering Unmasked Estep 
Score: -28453564.000000 Penalty: 6116.081543
	Iteration 77Q: 3 clusters Score -2.845356e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 222190 members 
Entering Unmasked Estep 
Score: -28453548.000000 Penalty: 6116.081543
	Iteration 78Q: 3 clusters Score -2.845355e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 222330 members 
Entering Unmasked Estep 
Score: -28453554.000000 Penalty: 6116.081543
	Iteration 79Q: 3 clusters Score -2.845355e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 222444 members 
Entering Unmasked Estep 
Score: -28453568.000000 Penalty: 6116.081543
	Iteration 80F: 3 clusters Score -2.845357e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 222568 members 
Entering Unmasked Estep 
Score: -28453624.000000 Penalty: 6116.081543
	Iteration 81Q: 3 clusters Score -2.845362e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 222669 members 
Entering Unmasked Estep 
Score: -28453610.000000 Penalty: 6116.081543
	Iteration 82Q: 3 clusters Score -2.845361e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 222772 members 
Entering Unmasked Estep 
Score: -28453602.000000 Penalty: 6116.081543
	Iteration 83Q: 3 clusters Score -2.84536e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 222877 members 
Entering Unmasked Estep 
Score: -28453620.000000 Penalty: 6116.081543
	Iteration 84Q: 3 clusters Score -2.845362e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 222971 members 
Entering Unmasked Estep 
Score: -28453594.000000 Penalty: 6116.081543
	Iteration 85Q: 3 clusters Score -2.845359e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 223058 members 
Entering Unmasked Estep 
Score: -28453626.000000 Penalty: 6116.081543
	Iteration 86Q: 3 clusters Score -2.845363e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 223136 members 
Entering Unmasked Estep 
Score: -28453596.000000 Penalty: 6116.081543
	Iteration 87Q: 3 clusters Score -2.84536e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 223204 members 
Entering Unmasked Estep 
Score: -28453562.000000 Penalty: 6116.081543
	Iteration 88Q: 3 clusters Score -2.845356e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 223262 members 
Entering Unmasked Estep 
Score: -28453542.000000 Penalty: 6116.081543
	Iteration 89Q: 3 clusters Score -2.845354e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 223324 members 
Entering Unmasked Estep 
Score: -28453536.000000 Penalty: 6116.081543
	Iteration 90Q: 3 clusters Score -2.845354e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 223391 members 
Entering Unmasked Estep 
Score: -28453558.000000 Penalty: 6116.081543
	Iteration 91Q: 3 clusters Score -2.845356e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 223472 members 
Entering Unmasked Estep 
Score: -28453540.000000 Penalty: 6116.081543
	Iteration 92Q: 3 clusters Score -2.845354e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 223543 members 
Entering Unmasked Estep 
Score: -28453546.000000 Penalty: 6116.081543
	Iteration 93Q: 3 clusters Score -2.845355e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 223606 members 
Entering Unmasked Estep 
Score: -28453522.000000 Penalty: 6116.081543
	Iteration 94Q: 3 clusters Score -2.845352e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 223663 members 
Entering Unmasked Estep 
Score: -28453518.000000 Penalty: 6116.081543
	Iteration 95Q: 3 clusters Score -2.845352e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 223711 members 
Entering Unmasked Estep 
Score: -28453524.000000 Penalty: 6116.081543
	Iteration 96Q: 3 clusters Score -2.845352e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 223763 members 
Entering Unmasked Estep 
Score: -28453502.000000 Penalty: 6116.081543
	Iteration 97Q: 3 clusters Score -2.84535e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 223812 members 
Entering Unmasked Estep 
Score: -28453518.000000 Penalty: 6116.081543
	Iteration 98Q: 3 clusters Score -2.845352e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 223847 members 
Entering Unmasked Estep 
Score: -28453512.000000 Penalty: 6116.081543
	Iteration 99Q: 3 clusters Score -2.845351e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 223882 members 
Entering Unmasked Estep 
Score: -28453514.000000 Penalty: 6116.081543
	Iteration 100F: 3 clusters Score -2.845351e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 223909 members 
Entering Unmasked Estep 
Score: -28453520.000000 Penalty: 6116.081543
	Iteration 101Q: 3 clusters Score -2.845352e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 223930 members 
Entering Unmasked Estep 
Score: -28453532.000000 Penalty: 6116.081543
	Iteration 102Q: 3 clusters Score -2.845353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 223946 members 
Entering Unmasked Estep 
Score: -28453512.000000 Penalty: 6116.081543
	Iteration 103Q: 3 clusters Score -2.845351e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 223965 members 
Entering Unmasked Estep 
Score: -28453502.000000 Penalty: 6116.081543
	Iteration 104Q: 3 clusters Score -2.84535e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 223979 members 
Entering Unmasked Estep 
Score: -28453488.000000 Penalty: 6116.081543
	Iteration 105Q: 3 clusters Score -2.845349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 223991 members 
Entering Unmasked Estep 
Score: -28453464.000000 Penalty: 6116.081543
	Iteration 106Q: 3 clusters Score -2.845346e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 224008 members 
Entering Unmasked Estep 
Score: -28453470.000000 Penalty: 6116.081543
	Iteration 107Q: 3 clusters Score -2.845347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 224021 members 
Entering Unmasked Estep 
Score: -28453472.000000 Penalty: 6116.081543
	Iteration 108Q: 3 clusters Score -2.845347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 224033 members 
Entering Unmasked Estep 
Score: -28453492.000000 Penalty: 6116.081543
	Iteration 109Q: 3 clusters Score -2.845349e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 224047 members 
Entering Unmasked Estep 
Score: -28453476.000000 Penalty: 6116.081543
	Iteration 110Q: 3 clusters Score -2.845348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 224061 members 
Entering Unmasked Estep 
Score: -28453494.000000 Penalty: 6116.081543
	Iteration 111Q: 3 clusters Score -2.845349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 224071 members 
Entering Unmasked Estep 
Score: -28453496.000000 Penalty: 6116.081543
	Iteration 112Q: 3 clusters Score -2.84535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 224079 members 
Entering Unmasked Estep 
Score: -28453486.000000 Penalty: 6116.081543
	Iteration 113Q: 3 clusters Score -2.845349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 224087 members 
Entering Unmasked Estep 
Score: -28453516.000000 Penalty: 6116.081543
	Iteration 114Q: 3 clusters Score -2.845352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 224096 members 
Entering Unmasked Estep 
Score: -28453514.000000 Penalty: 6116.081543
	Iteration 115Q: 3 clusters Score -2.845351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 224105 members 
Entering Unmasked Estep 
Score: -28453522.000000 Penalty: 6116.081543
	Iteration 116Q: 3 clusters Score -2.845352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 224117 members 
Entering Unmasked Estep 
Score: -28453534.000000 Penalty: 6116.081543
	Iteration 117Q: 3 clusters Score -2.845353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 224128 members 
Entering Unmasked Estep 
Score: -28453538.000000 Penalty: 6116.081543
	Iteration 118Q: 3 clusters Score -2.845354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 224138 members 
Entering Unmasked Estep 
Score: -28453528.000000 Penalty: 6116.081543
	Iteration 119Q: 3 clusters Score -2.845353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 224147 members 
Entering Unmasked Estep 
Score: -28453504.000000 Penalty: 6116.081543
	Iteration 120F: 3 clusters Score -2.84535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 224157 members 
Entering Unmasked Estep 
Score: -28453494.000000 Penalty: 6116.081543
	Iteration 121Q: 3 clusters Score -2.845349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 224168 members 
Entering Unmasked Estep 
Score: -28453522.000000 Penalty: 6116.081543
	Iteration 122Q: 3 clusters Score -2.845352e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 224183 members 
Entering Unmasked Estep 
Score: -28453530.000000 Penalty: 6116.081543
	Iteration 123Q: 3 clusters Score -2.845353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 224194 members 
Entering Unmasked Estep 
Score: -28453516.000000 Penalty: 6116.081543
	Iteration 124Q: 3 clusters Score -2.845352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 224208 members 
Entering Unmasked Estep 
Score: -28453504.000000 Penalty: 6116.081543
	Iteration 125Q: 3 clusters Score -2.84535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 224213 members 
Entering Unmasked Estep 
Score: -28453512.000000 Penalty: 6116.081543
	Iteration 126Q: 3 clusters Score -2.845351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 224225 members 
Entering Unmasked Estep 
Score: -28453502.000000 Penalty: 6116.081543
	Iteration 127Q: 3 clusters Score -2.84535e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 224238 members 
Entering Unmasked Estep 
Score: -28453500.000000 Penalty: 6116.081543
	Iteration 128Q: 3 clusters Score -2.84535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 224247 members 
Entering Unmasked Estep 
Score: -28453490.000000 Penalty: 6116.081543
	Iteration 129Q: 3 clusters Score -2.845349e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 224264 members 
Entering Unmasked Estep 
Score: -28453474.000000 Penalty: 6116.081543
	Iteration 130Q: 3 clusters Score -2.845347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 224275 members 
Entering Unmasked Estep 
Score: -28453476.000000 Penalty: 6116.081543
	Iteration 131Q: 3 clusters Score -2.845348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 224280 members 
Entering Unmasked Estep 
Score: -28453466.000000 Penalty: 6116.081543
	Iteration 132Q: 3 clusters Score -2.845347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 224285 members 
Entering Unmasked Estep 
Score: -28453494.000000 Penalty: 6116.081543
	Iteration 133Q: 3 clusters Score -2.845349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 224288 members 
Entering Unmasked Estep 
Score: -28453514.000000 Penalty: 6116.081543
	Iteration 134Q: 3 clusters Score -2.845351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 224291 members 
Entering Unmasked Estep 
Score: -28453524.000000 Penalty: 6116.081543
	Iteration 135Q: 3 clusters Score -2.845352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 224294 members 
Entering Unmasked Estep 
Score: -28453536.000000 Penalty: 6116.081543
	Iteration 136Q: 3 clusters Score -2.845354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 224304 members 
Entering Unmasked Estep 
Score: -28453538.000000 Penalty: 6116.081543
	Iteration 137Q: 3 clusters Score -2.845354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 224309 members 
Entering Unmasked Estep 
Score: -28453538.000000 Penalty: 6116.081543
	Iteration 138Q: 3 clusters Score -2.845354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 224315 members 
Entering Unmasked Estep 
Score: -28453534.000000 Penalty: 6116.081543
	Iteration 139Q: 3 clusters Score -2.845353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 224319 members 
Entering Unmasked Estep 
Score: -28453530.000000 Penalty: 6116.081543
	Iteration 140F: 3 clusters Score -2.845353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 224328 members 
Entering Unmasked Estep 
Score: -28453526.000000 Penalty: 6116.081543
	Iteration 141Q: 3 clusters Score -2.845353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 224336 members 
Entering Unmasked Estep 
Score: -28453496.000000 Penalty: 6116.081543
	Iteration 142Q: 3 clusters Score -2.84535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 224345 members 
Entering Unmasked Estep 
Score: -28453528.000000 Penalty: 6116.081543
	Iteration 143Q: 3 clusters Score -2.845353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 224354 members 
Entering Unmasked Estep 
Score: -28453534.000000 Penalty: 6116.081543
	Iteration 144Q: 3 clusters Score -2.845353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 224362 members 
Entering Unmasked Estep 
Score: -28453530.000000 Penalty: 6116.081543
	Iteration 145Q: 3 clusters Score -2.845353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 224365 members 
Entering Unmasked Estep 
Score: -28453508.000000 Penalty: 6116.081543
	Iteration 146Q: 3 clusters Score -2.845351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 224369 members 
Entering Unmasked Estep 
Score: -28453494.000000 Penalty: 6116.081543
	Iteration 147Q: 3 clusters Score -2.845349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 224373 members 
Entering Unmasked Estep 
Score: -28453500.000000 Penalty: 6116.081543
	Iteration 148Q: 3 clusters Score -2.84535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 224376 members 
Entering Unmasked Estep 
Score: -28453514.000000 Penalty: 6116.081543
	Iteration 149Q: 3 clusters Score -2.845351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 224378 members 
Entering Unmasked Estep 
Score: -28453504.000000 Penalty: 6116.081543
	Iteration 150Q: 3 clusters Score -2.84535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 224382 members 
Entering Unmasked Estep 
Score: -28453520.000000 Penalty: 6116.081543
	Iteration 151Q: 3 clusters Score -2.845352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 224385 members 
Entering Unmasked Estep 
Score: -28453528.000000 Penalty: 6116.081543
	Iteration 152Q: 3 clusters Score -2.845353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 224389 members 
Entering Unmasked Estep 
Score: -28453516.000000 Penalty: 6116.081543
	Iteration 153Q: 3 clusters Score -2.845352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 224394 members 
Entering Unmasked Estep 
Score: -28453524.000000 Penalty: 6116.081543
	Iteration 154Q: 3 clusters Score -2.845352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 224393 members 
Entering Unmasked Estep 
Score: -28453524.000000 Penalty: 6116.081543
	Iteration 155Q: 3 clusters Score -2.845352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 224393 members 
Entering Unmasked Estep 
Score: -28453524.000000 Penalty: 6116.081543
	Iteration 156F: 3 clusters Score -2.845352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Entering Unmasked Estep 
Score: -886344.937500 Penalty: 2208.146240
	Iteration 0F: 2 clusters Score -886344.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -880359.500000 Penalty: 4416.292480
	Iteration 0F: 3 clusters Score -880359.5 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -881928.937500 Penalty: 4416.292480
	Iteration 1F: 3 clusters Score -881928.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -882198.375000 Penalty: 4416.292480
	Iteration 2F: 3 clusters Score -882198.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -882501.437500 Penalty: 4416.292480
	Iteration 3Q: 3 clusters Score -882501.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -882913.937500 Penalty: 4416.292480
	Iteration 4F: 3 clusters Score -882913.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -883326.437500 Penalty: 4416.292480
	Iteration 5F: 3 clusters Score -883326.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -883736.750000 Penalty: 4416.292480
	Iteration 6F: 3 clusters Score -883736.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -884114.687500 Penalty: 4416.292480
	Iteration 7F: 3 clusters Score -884114.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -884402.812500 Penalty: 4416.292480
	Iteration 8F: 3 clusters Score -884402.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -884621.875000 Penalty: 4416.292480
	Iteration 9Q: 3 clusters Score -884621.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -884794.625000 Penalty: 4416.292480
	Iteration 10Q: 3 clusters Score -884794.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -884918.625000 Penalty: 4416.292480
	Iteration 11Q: 3 clusters Score -884918.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -884991.500000 Penalty: 4416.292480
	Iteration 12Q: 3 clusters Score -884991.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -885053.312500 Penalty: 4416.292480
	Iteration 13Q: 3 clusters Score -885053.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -885101.562500 Penalty: 4416.292480
	Iteration 14Q: 3 clusters Score -885101.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -885129.000000 Penalty: 4416.292480
	Iteration 15Q: 3 clusters Score -885129 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -885149.250000 Penalty: 4416.292480
	Iteration 16Q: 3 clusters Score -885149.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -885164.937500 Penalty: 4416.292480
	Iteration 17Q: 3 clusters Score -885164.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -885174.125000 Penalty: 4416.292480
	Iteration 18Q: 3 clusters Score -885174.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -885181.000000 Penalty: 4416.292480
	Iteration 19Q: 3 clusters Score -885181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -885195.812500 Penalty: 4416.292480
	Iteration 20F: 3 clusters Score -885195.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -885202.250000 Penalty: 4416.292480
	Iteration 21Q: 3 clusters Score -885202.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -885209.500000 Penalty: 4416.292480
	Iteration 22Q: 3 clusters Score -885209.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -885219.062500 Penalty: 4416.292480
	Iteration 23Q: 3 clusters Score -885219.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -885230.250000 Penalty: 4416.292480
	Iteration 24Q: 3 clusters Score -885230.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -885235.125000 Penalty: 4416.292480
	Iteration 25Q: 3 clusters Score -885235.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -885239.500000 Penalty: 4416.292480
	Iteration 26Q: 3 clusters Score -885239.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -885245.750000 Penalty: 4416.292480
	Iteration 27Q: 3 clusters Score -885245.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -885251.812500 Penalty: 4416.292480
	Iteration 28Q: 3 clusters Score -885251.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -885259.500000 Penalty: 4416.292480
	Iteration 29Q: 3 clusters Score -885259.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -885267.187500 Penalty: 4416.292480
	Iteration 30Q: 3 clusters Score -885267.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -885273.937500 Penalty: 4416.292480
	Iteration 31Q: 3 clusters Score -885273.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -885284.000000 Penalty: 4416.292480
	Iteration 32Q: 3 clusters Score -885284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -885287.375000 Penalty: 4416.292480
	Iteration 33Q: 3 clusters Score -885287.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -885290.750000 Penalty: 4416.292480
	Iteration 34Q: 3 clusters Score -885290.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -885291.000000 Penalty: 4416.292480
	Iteration 35Q: 3 clusters Score -885291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -885292.562500 Penalty: 4416.292480
	Iteration 36Q: 3 clusters Score -885292.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -885294.812500 Penalty: 4416.292480
	Iteration 37Q: 3 clusters Score -885294.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -885297.500000 Penalty: 4416.292480
	Iteration 38Q: 3 clusters Score -885297.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -885299.250000 Penalty: 4416.292480
	Iteration 39Q: 3 clusters Score -885299.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -885303.750000 Penalty: 4416.292480
	Iteration 40F: 3 clusters Score -885303.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -885304.500000 Penalty: 4416.292480
	Iteration 41Q: 3 clusters Score -885304.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -885304.750000 Penalty: 4416.292480
	Iteration 42Q: 3 clusters Score -885304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -885307.625000 Penalty: 4416.292480
	Iteration 43Q: 3 clusters Score -885307.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -885306.687500 Penalty: 4416.292480
	Iteration 44Q: 3 clusters Score -885306.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -885308.187500 Penalty: 4416.292480
	Iteration 45Q: 3 clusters Score -885308.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -885311.250000 Penalty: 4416.292480
	Iteration 46Q: 3 clusters Score -885311.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -885313.500000 Penalty: 4416.292480
	Iteration 47Q: 3 clusters Score -885313.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -885312.625000 Penalty: 4416.292480
	Iteration 48Q: 3 clusters Score -885312.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -885314.437500 Penalty: 4416.292480
	Iteration 49Q: 3 clusters Score -885314.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -885314.687500 Penalty: 4416.292480
	Iteration 50Q: 3 clusters Score -885314.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -885314.250000 Penalty: 4416.292480
	Iteration 51Q: 3 clusters Score -885314.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -885314.250000 Penalty: 4416.292480
	Iteration 52F: 3 clusters Score -885314.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Entering Unmasked Estep 
Score: -4204767.000000 Penalty: 2580.249756
	Iteration 0F: 2 clusters Score -4204767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -4182185.250000 Penalty: 5160.499512
	Iteration 0F: 3 clusters Score -4182185 nChanged 14950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -4190365.750000 Penalty: 5160.499512
	Iteration 1F: 3 clusters Score -4190366 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -4190870.500000 Penalty: 5160.499512
	Iteration 2Q: 3 clusters Score -4190870 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -4191337.750000 Penalty: 5160.499512
	Iteration 3Q: 3 clusters Score -4191338 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -4191769.500000 Penalty: 5160.499512
	Iteration 4Q: 3 clusters Score -4191770 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -4192284.250000 Penalty: 5160.499512
	Iteration 5Q: 3 clusters Score -4192284 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -4192848.000000 Penalty: 5160.499512
	Iteration 6Q: 3 clusters Score -4192848 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -4193499.000000 Penalty: 5160.499512
	Iteration 7Q: 3 clusters Score -4193499 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -4194237.500000 Penalty: 5160.499512
	Iteration 8Q: 3 clusters Score -4194238 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -4195103.000000 Penalty: 5160.499512
	Iteration 9Q: 3 clusters Score -4195103 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -4196024.500000 Penalty: 5160.499512
	Iteration 10Q: 3 clusters Score -4196024 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -4197077.000000 Penalty: 5160.499512
	Iteration 11Q: 3 clusters Score -4197077 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -4198063.500000 Penalty: 5160.499512
	Iteration 12Q: 3 clusters Score -4198064 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -4198982.500000 Penalty: 5160.499512
	Iteration 13Q: 3 clusters Score -4198982 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -4199848.500000 Penalty: 5160.499512
	Iteration 14Q: 3 clusters Score -4199848 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -4200508.500000 Penalty: 5160.499512
	Iteration 15Q: 3 clusters Score -4200508 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -4201020.500000 Penalty: 5160.499512
	Iteration 16Q: 3 clusters Score -4201020 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -4201398.000000 Penalty: 5160.499512
	Iteration 17Q: 3 clusters Score -4201398 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -4201677.000000 Penalty: 5160.499512
	Iteration 18Q: 3 clusters Score -4201677 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -4201880.000000 Penalty: 5160.499512
	Iteration 19Q: 3 clusters Score -4201880 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -4202069.000000 Penalty: 5160.499512
	Iteration 20F: 3 clusters Score -4202069 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -4202189.500000 Penalty: 5160.499512
	Iteration 21Q: 3 clusters Score -4202190 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -4202279.500000 Penalty: 5160.499512
	Iteration 22Q: 3 clusters Score -4202280 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -4202349.000000 Penalty: 5160.499512
	Iteration 23Q: 3 clusters Score -4202349 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -4202405.000000 Penalty: 5160.499512
	Iteration 24Q: 3 clusters Score -4202405 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -4202436.500000 Penalty: 5160.499512
	Iteration 25Q: 3 clusters Score -4202436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -4202464.500000 Penalty: 5160.499512
	Iteration 26Q: 3 clusters Score -4202464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -4202485.500000 Penalty: 5160.499512
	Iteration 27Q: 3 clusters Score -4202486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -4202506.000000 Penalty: 5160.499512
	Iteration 28Q: 3 clusters Score -4202506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -4202515.000000 Penalty: 5160.499512
	Iteration 29Q: 3 clusters Score -4202515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -4202527.000000 Penalty: 5160.499512
	Iteration 30Q: 3 clusters Score -4202527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -4202532.000000 Penalty: 5160.499512
	Iteration 31Q: 3 clusters Score -4202532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -4202543.500000 Penalty: 5160.499512
	Iteration 32Q: 3 clusters Score -4202544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -4202554.000000 Penalty: 5160.499512
	Iteration 33Q: 3 clusters Score -4202554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -4202559.500000 Penalty: 5160.499512
	Iteration 34Q: 3 clusters Score -4202560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -4202565.500000 Penalty: 5160.499512
	Iteration 35Q: 3 clusters Score -4202566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -4202567.500000 Penalty: 5160.499512
	Iteration 36Q: 3 clusters Score -4202568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -4202570.500000 Penalty: 5160.499512
	Iteration 37Q: 3 clusters Score -4202570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -4202572.000000 Penalty: 5160.499512
	Iteration 38Q: 3 clusters Score -4202572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -4202578.000000 Penalty: 5160.499512
	Iteration 39Q: 3 clusters Score -4202578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -4202579.000000 Penalty: 5160.499512
	Iteration 40F: 3 clusters Score -4202579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Entering Unmasked Estep 
Score: -6530154.000000 Penalty: 2689.656006
	Iteration 0F: 2 clusters Score -6530154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -6495778.000000 Penalty: 5379.312012
	Iteration 0F: 3 clusters Score -6495778 nChanged 23685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -6508845.500000 Penalty: 5379.312012
	Iteration 1F: 3 clusters Score -6508846 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -6509421.000000 Penalty: 5379.312012
	Iteration 2Q: 3 clusters Score -6509421 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -6510074.500000 Penalty: 5379.312012
	Iteration 3Q: 3 clusters Score -6510074 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -6510911.000000 Penalty: 5379.312012
	Iteration 4Q: 3 clusters Score -6510911 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -6512014.500000 Penalty: 5379.312012
	Iteration 5Q: 3 clusters Score -6512014 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -6513491.500000 Penalty: 5379.312012
	Iteration 6F: 3 clusters Score -6513492 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -6515633.000000 Penalty: 5379.312012
	Iteration 7F: 3 clusters Score -6515633 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -6518096.000000 Penalty: 5379.312012
	Iteration 8F: 3 clusters Score -6518096 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -6520665.500000 Penalty: 5379.312012
	Iteration 9F: 3 clusters Score -6520666 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -6522447.000000 Penalty: 5379.312012
	Iteration 10Q: 3 clusters Score -6522447 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -6523524.500000 Penalty: 5379.312012
	Iteration 11Q: 3 clusters Score -6523524 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -6524228.500000 Penalty: 5379.312012
	Iteration 12Q: 3 clusters Score -6524228 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -6524652.000000 Penalty: 5379.312012
	Iteration 13Q: 3 clusters Score -6524652 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -6525012.000000 Penalty: 5379.312012
	Iteration 14Q: 3 clusters Score -6525012 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -6525275.500000 Penalty: 5379.312012
	Iteration 15Q: 3 clusters Score -6525276 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -6525581.500000 Penalty: 5379.312012
	Iteration 16Q: 3 clusters Score -6525582 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -6525912.000000 Penalty: 5379.312012
	Iteration 17Q: 3 clusters Score -6525912 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -6526211.500000 Penalty: 5379.312012
	Iteration 18Q: 3 clusters Score -6526212 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -6526479.500000 Penalty: 5379.312012
	Iteration 19Q: 3 clusters Score -6526480 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -6526701.500000 Penalty: 5379.312012
	Iteration 20F: 3 clusters Score -6526702 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -6526894.000000 Penalty: 5379.312012
	Iteration 21Q: 3 clusters Score -6526894 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6527039.500000 Penalty: 5379.312012
	Iteration 22Q: 3 clusters Score -6527040 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6527162.500000 Penalty: 5379.312012
	Iteration 23Q: 3 clusters Score -6527162 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6527243.000000 Penalty: 5379.312012
	Iteration 24Q: 3 clusters Score -6527243 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -6527354.500000 Penalty: 5379.312012
	Iteration 25Q: 3 clusters Score -6527354 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6527420.500000 Penalty: 5379.312012
	Iteration 26Q: 3 clusters Score -6527420 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6527486.500000 Penalty: 5379.312012
	Iteration 27Q: 3 clusters Score -6527486 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6527520.000000 Penalty: 5379.312012
	Iteration 28Q: 3 clusters Score -6527520 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6527568.000000 Penalty: 5379.312012
	Iteration 29Q: 3 clusters Score -6527568 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6527587.500000 Penalty: 5379.312012
	Iteration 30Q: 3 clusters Score -6527588 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -6527615.500000 Penalty: 5379.312012
	Iteration 31Q: 3 clusters Score -6527616 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6527643.000000 Penalty: 5379.312012
	Iteration 32Q: 3 clusters Score -6527643 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6527663.500000 Penalty: 5379.312012
	Iteration 33Q: 3 clusters Score -6527664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6527677.500000 Penalty: 5379.312012
	Iteration 34Q: 3 clusters Score -6527678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -6527689.500000 Penalty: 5379.312012
	Iteration 35Q: 3 clusters Score -6527690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6527698.500000 Penalty: 5379.312012
	Iteration 36Q: 3 clusters Score -6527698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6527711.000000 Penalty: 5379.312012
	Iteration 37Q: 3 clusters Score -6527711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6527705.000000 Penalty: 5379.312012
	Iteration 38Q: 3 clusters Score -6527705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6527712.500000 Penalty: 5379.312012
	Iteration 39Q: 3 clusters Score -6527712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6527725.000000 Penalty: 5379.312012
	Iteration 40F: 3 clusters Score -6527725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6527729.000000 Penalty: 5379.312012
	Iteration 41Q: 3 clusters Score -6527729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6527735.000000 Penalty: 5379.312012
	Iteration 42Q: 3 clusters Score -6527735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6527745.000000 Penalty: 5379.312012
	Iteration 43Q: 3 clusters Score -6527745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6527752.000000 Penalty: 5379.312012
	Iteration 44Q: 3 clusters Score -6527752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6527761.000000 Penalty: 5379.312012
	Iteration 45Q: 3 clusters Score -6527761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6527767.000000 Penalty: 5379.312012
	Iteration 46Q: 3 clusters Score -6527767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6527774.000000 Penalty: 5379.312012
	Iteration 47Q: 3 clusters Score -6527774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6527782.000000 Penalty: 5379.312012
	Iteration 48Q: 3 clusters Score -6527782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6527794.000000 Penalty: 5379.312012
	Iteration 49Q: 3 clusters Score -6527794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6527807.500000 Penalty: 5379.312012
	Iteration 50Q: 3 clusters Score -6527808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6527815.000000 Penalty: 5379.312012
	Iteration 51Q: 3 clusters Score -6527815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6527817.000000 Penalty: 5379.312012
	Iteration 52Q: 3 clusters Score -6527817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6527815.500000 Penalty: 5379.312012
	Iteration 53Q: 3 clusters Score -6527816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6527816.000000 Penalty: 5379.312012
	Iteration 54Q: 3 clusters Score -6527816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6527817.000000 Penalty: 5379.312012
	Iteration 55Q: 3 clusters Score -6527817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6527816.500000 Penalty: 5379.312012
	Iteration 56Q: 3 clusters Score -6527816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6527819.000000 Penalty: 5379.312012
	Iteration 57Q: 3 clusters Score -6527819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6527824.000000 Penalty: 5379.312012
	Iteration 58Q: 3 clusters Score -6527824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6527835.500000 Penalty: 5379.312012
	Iteration 59Q: 3 clusters Score -6527836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6527841.000000 Penalty: 5379.312012
	Iteration 60F: 3 clusters Score -6527841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6527844.000000 Penalty: 5379.312012
	Iteration 61Q: 3 clusters Score -6527844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6527853.000000 Penalty: 5379.312012
	Iteration 62Q: 3 clusters Score -6527853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6527852.500000 Penalty: 5379.312012
	Iteration 63Q: 3 clusters Score -6527852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6527852.500000 Penalty: 5379.312012
	Iteration 64Q: 3 clusters Score -6527852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6527854.000000 Penalty: 5379.312012
	Iteration 65Q: 3 clusters Score -6527854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6527854.000000 Penalty: 5379.312012
	Iteration 66Q: 3 clusters Score -6527854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6527854.000000 Penalty: 5379.312012
	Iteration 67Q: 3 clusters Score -6527854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6527860.000000 Penalty: 5379.312012
	Iteration 68Q: 3 clusters Score -6527860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6527860.000000 Penalty: 5379.312012
	Iteration 69F: 3 clusters Score -6527860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (162145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162145 members 
Entering Unmasked Estep 
Score: -20510216.000000 Penalty: 2975.069092
	Iteration 0F: 2 clusters Score -2.051022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81020 members 
Mstep: Class 2 contains 81125 members 
Entering Unmasked Estep 
Score: -20401880.000000 Penalty: 5950.138184
	Iteration 0F: 3 clusters Score -2.040188e+07 nChanged 77679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79999 members 
Mstep: Class 2 contains 82146 members 
Entering Unmasked Estep 
Score: -20447322.000000 Penalty: 5950.138184
	Iteration 1F: 3 clusters Score -2.044732e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79858 members 
Mstep: Class 2 contains 82287 members 
Entering Unmasked Estep 
Score: -20448356.000000 Penalty: 5950.138184
	Iteration 2Q: 3 clusters Score -2.044836e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79702 members 
Mstep: Class 2 contains 82443 members 
Entering Unmasked Estep 
Score: -20449648.000000 Penalty: 5950.138184
	Iteration 3Q: 3 clusters Score -2.044965e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79465 members 
Mstep: Class 2 contains 82680 members 
Entering Unmasked Estep 
Score: -20451166.000000 Penalty: 5950.138184
	Iteration 4Q: 3 clusters Score -2.045117e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79208 members 
Mstep: Class 2 contains 82937 members 
Entering Unmasked Estep 
Score: -20453494.000000 Penalty: 5950.138184
	Iteration 5Q: 3 clusters Score -2.045349e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78862 members 
Mstep: Class 2 contains 83283 members 
Entering Unmasked Estep 
Score: -20456282.000000 Penalty: 5950.138184
	Iteration 6Q: 3 clusters Score -2.045628e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78637 members 
Mstep: Class 2 contains 83508 members 
Entering Unmasked Estep 
Score: -20460496.000000 Penalty: 5950.138184
	Iteration 7Q: 3 clusters Score -2.04605e+07 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78546 members 
Mstep: Class 2 contains 83599 members 
Entering Unmasked Estep 
Score: -20465936.000000 Penalty: 5950.138184
	Iteration 8F: 3 clusters Score -2.046594e+07 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78679 members 
Mstep: Class 2 contains 83466 members 
Entering Unmasked Estep 
Score: -20472582.000000 Penalty: 5950.138184
	Iteration 9F: 3 clusters Score -2.047258e+07 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78992 members 
Mstep: Class 2 contains 83153 members 
Entering Unmasked Estep 
Score: -20478558.000000 Penalty: 5950.138184
	Iteration 10F: 3 clusters Score -2.047856e+07 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Mstep: Class 2 contains 82803 members 
Entering Unmasked Estep 
Score: -20482256.000000 Penalty: 5950.138184
	Iteration 11Q: 3 clusters Score -2.048226e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -20483680.000000 Penalty: 5950.138184
	Iteration 12Q: 3 clusters Score -2.048368e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79753 members 
Mstep: Class 2 contains 82392 members 
Entering Unmasked Estep 
Score: -20484276.000000 Penalty: 5950.138184
	Iteration 13Q: 3 clusters Score -2.048428e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79877 members 
Mstep: Class 2 contains 82268 members 
Entering Unmasked Estep 
Score: -20484696.000000 Penalty: 5950.138184
	Iteration 14Q: 3 clusters Score -2.04847e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80050 members 
Mstep: Class 2 contains 82095 members 
Entering Unmasked Estep 
Score: -20485124.000000 Penalty: 5950.138184
	Iteration 15Q: 3 clusters Score -2.048512e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 81879 members 
Entering Unmasked Estep 
Score: -20485506.000000 Penalty: 5950.138184
	Iteration 16Q: 3 clusters Score -2.048551e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80551 members 
Mstep: Class 2 contains 81594 members 
Entering Unmasked Estep 
Score: -20485778.000000 Penalty: 5950.138184
	Iteration 17Q: 3 clusters Score -2.048578e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80825 members 
Mstep: Class 2 contains 81320 members 
Entering Unmasked Estep 
Score: -20485936.000000 Penalty: 5950.138184
	Iteration 18Q: 3 clusters Score -2.048594e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81090 members 
Mstep: Class 2 contains 81055 members 
Entering Unmasked Estep 
Score: -20486248.000000 Penalty: 5950.138184
	Iteration 19Q: 3 clusters Score -2.048625e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81391 members 
Mstep: Class 2 contains 80754 members 
Entering Unmasked Estep 
Score: -20486586.000000 Penalty: 5950.138184
	Iteration 20F: 3 clusters Score -2.048659e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81762 members 
Mstep: Class 2 contains 80383 members 
Entering Unmasked Estep 
Score: -20486804.000000 Penalty: 5950.138184
	Iteration 21Q: 3 clusters Score -2.04868e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82180 members 
Mstep: Class 2 contains 79965 members 
Entering Unmasked Estep 
Score: -20487028.000000 Penalty: 5950.138184
	Iteration 22Q: 3 clusters Score -2.048703e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82575 members 
Mstep: Class 2 contains 79570 members 
Entering Unmasked Estep 
Score: -20487202.000000 Penalty: 5950.138184
	Iteration 23Q: 3 clusters Score -2.04872e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82995 members 
Mstep: Class 2 contains 79150 members 
Entering Unmasked Estep 
Score: -20487372.000000 Penalty: 5950.138184
	Iteration 24Q: 3 clusters Score -2.048737e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83424 members 
Mstep: Class 2 contains 78721 members 
Entering Unmasked Estep 
Score: -20487548.000000 Penalty: 5950.138184
	Iteration 25Q: 3 clusters Score -2.048755e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83849 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -20487814.000000 Penalty: 5950.138184
	Iteration 26Q: 3 clusters Score -2.048781e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84290 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -20487970.000000 Penalty: 5950.138184
	Iteration 27Q: 3 clusters Score -2.048797e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84768 members 
Mstep: Class 2 contains 77377 members 
Entering Unmasked Estep 
Score: -20488072.000000 Penalty: 5950.138184
	Iteration 28Q: 3 clusters Score -2.048807e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85218 members 
Mstep: Class 2 contains 76927 members 
Entering Unmasked Estep 
Score: -20488258.000000 Penalty: 5950.138184
	Iteration 29Q: 3 clusters Score -2.048826e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85633 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -20488430.000000 Penalty: 5950.138184
	Iteration 30Q: 3 clusters Score -2.048843e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86088 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -20488512.000000 Penalty: 5950.138184
	Iteration 31Q: 3 clusters Score -2.048851e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 75583 members 
Entering Unmasked Estep 
Score: -20488592.000000 Penalty: 5950.138184
	Iteration 32Q: 3 clusters Score -2.048859e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87027 members 
Mstep: Class 2 contains 75118 members 
Entering Unmasked Estep 
Score: -20488726.000000 Penalty: 5950.138184
	Iteration 33Q: 3 clusters Score -2.048873e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87453 members 
Mstep: Class 2 contains 74692 members 
Entering Unmasked Estep 
Score: -20488860.000000 Penalty: 5950.138184
	Iteration 34Q: 3 clusters Score -2.048886e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87903 members 
Mstep: Class 2 contains 74242 members 
Entering Unmasked Estep 
Score: -20488960.000000 Penalty: 5950.138184
	Iteration 35Q: 3 clusters Score -2.048896e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88372 members 
Mstep: Class 2 contains 73773 members 
Entering Unmasked Estep 
Score: -20488974.000000 Penalty: 5950.138184
	Iteration 36Q: 3 clusters Score -2.048897e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88876 members 
Mstep: Class 2 contains 73269 members 
Entering Unmasked Estep 
Score: -20489086.000000 Penalty: 5950.138184
	Iteration 37Q: 3 clusters Score -2.048909e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 72722 members 
Entering Unmasked Estep 
Score: -20489182.000000 Penalty: 5950.138184
	Iteration 38Q: 3 clusters Score -2.048918e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90002 members 
Mstep: Class 2 contains 72143 members 
Entering Unmasked Estep 
Score: -20489230.000000 Penalty: 5950.138184
	Iteration 39Q: 3 clusters Score -2.048923e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90579 members 
Mstep: Class 2 contains 71566 members 
Entering Unmasked Estep 
Score: -20489396.000000 Penalty: 5950.138184
	Iteration 40F: 3 clusters Score -2.04894e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91203 members 
Mstep: Class 2 contains 70942 members 
Entering Unmasked Estep 
Score: -20489426.000000 Penalty: 5950.138184
	Iteration 41Q: 3 clusters Score -2.048943e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91872 members 
Mstep: Class 2 contains 70273 members 
Entering Unmasked Estep 
Score: -20489490.000000 Penalty: 5950.138184
	Iteration 42Q: 3 clusters Score -2.048949e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92582 members 
Mstep: Class 2 contains 69563 members 
Entering Unmasked Estep 
Score: -20489654.000000 Penalty: 5950.138184
	Iteration 43Q: 3 clusters Score -2.048965e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 68841 members 
Entering Unmasked Estep 
Score: -20489688.000000 Penalty: 5950.138184
	Iteration 44Q: 3 clusters Score -2.048969e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94099 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
Score: -20489784.000000 Penalty: 5950.138184
	Iteration 45Q: 3 clusters Score -2.048978e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94977 members 
Mstep: Class 2 contains 67168 members 
Entering Unmasked Estep 
Score: -20489840.000000 Penalty: 5950.138184
	Iteration 46Q: 3 clusters Score -2.048984e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95909 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -20489906.000000 Penalty: 5950.138184
	Iteration 47Q: 3 clusters Score -2.048991e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96833 members 
Mstep: Class 2 contains 65312 members 
Entering Unmasked Estep 
Score: -20490032.000000 Penalty: 5950.138184
	Iteration 48Q: 3 clusters Score -2.049003e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97800 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -20490126.000000 Penalty: 5950.138184
	Iteration 49Q: 3 clusters Score -2.049013e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98817 members 
Mstep: Class 2 contains 63328 members 
Entering Unmasked Estep 
Score: -20490266.000000 Penalty: 5950.138184
	Iteration 50Q: 3 clusters Score -2.049027e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99972 members 
Mstep: Class 2 contains 62173 members 
Entering Unmasked Estep 
Score: -20490474.000000 Penalty: 5950.138184
	Iteration 51Q: 3 clusters Score -2.049047e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101170 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -20490590.000000 Penalty: 5950.138184
	Iteration 52Q: 3 clusters Score -2.049059e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102487 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -20490756.000000 Penalty: 5950.138184
	Iteration 53Q: 3 clusters Score -2.049076e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103869 members 
Mstep: Class 2 contains 58276 members 
Entering Unmasked Estep 
Score: -20490986.000000 Penalty: 5950.138184
	Iteration 54Q: 3 clusters Score -2.049099e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105342 members 
Mstep: Class 2 contains 56803 members 
Entering Unmasked Estep 
Score: -20491160.000000 Penalty: 5950.138184
	Iteration 55Q: 3 clusters Score -2.049116e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106892 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -20491368.000000 Penalty: 5950.138184
	Iteration 56Q: 3 clusters Score -2.049137e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108526 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -20491602.000000 Penalty: 5950.138184
	Iteration 57Q: 3 clusters Score -2.04916e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110240 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -20491952.000000 Penalty: 5950.138184
	Iteration 58Q: 3 clusters Score -2.049195e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112050 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -20492212.000000 Penalty: 5950.138184
	Iteration 59Q: 3 clusters Score -2.049221e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113926 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -20492476.000000 Penalty: 5950.138184
	Iteration 60F: 3 clusters Score -2.049248e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115970 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -20492856.000000 Penalty: 5950.138184
	Iteration 61Q: 3 clusters Score -2.049286e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118059 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -20493334.000000 Penalty: 5950.138184
	Iteration 62Q: 3 clusters Score -2.049333e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120258 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -20493978.000000 Penalty: 5950.138184
	Iteration 63Q: 3 clusters Score -2.049398e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122516 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -20494444.000000 Penalty: 5950.138184
	Iteration 64Q: 3 clusters Score -2.049444e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124898 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -20495132.000000 Penalty: 5950.138184
	Iteration 65Q: 3 clusters Score -2.049513e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127363 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -20495866.000000 Penalty: 5950.138184
	Iteration 66Q: 3 clusters Score -2.049587e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129798 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -20496590.000000 Penalty: 5950.138184
	Iteration 67Q: 3 clusters Score -2.049659e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132226 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -20497390.000000 Penalty: 5950.138184
	Iteration 68Q: 3 clusters Score -2.049739e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134701 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -20498210.000000 Penalty: 5950.138184
	Iteration 69Q: 3 clusters Score -2.049821e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137134 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -20499046.000000 Penalty: 5950.138184
	Iteration 70Q: 3 clusters Score -2.049905e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139437 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -20499816.000000 Penalty: 5950.138184
	Iteration 71Q: 3 clusters Score -2.049982e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141626 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -20500600.000000 Penalty: 5950.138184
	Iteration 72Q: 3 clusters Score -2.05006e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143744 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -20501432.000000 Penalty: 5950.138184
	Iteration 73Q: 3 clusters Score -2.050143e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145747 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -20502266.000000 Penalty: 5950.138184
	Iteration 74Q: 3 clusters Score -2.050227e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147576 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -20502922.000000 Penalty: 5950.138184
	Iteration 75Q: 3 clusters Score -2.050292e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149259 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -20503662.000000 Penalty: 5950.138184
	Iteration 76Q: 3 clusters Score -2.050366e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150855 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -20504438.000000 Penalty: 5950.138184
	Iteration 77Q: 3 clusters Score -2.050444e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152295 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -20505122.000000 Penalty: 5950.138184
	Iteration 78Q: 3 clusters Score -2.050512e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153540 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -20505622.000000 Penalty: 5950.138184
	Iteration 79Q: 3 clusters Score -2.050562e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154562 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -20506030.000000 Penalty: 5950.138184
	Iteration 80F: 3 clusters Score -2.050603e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155528 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -20506408.000000 Penalty: 5950.138184
	Iteration 81Q: 3 clusters Score -2.050641e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156377 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -20506770.000000 Penalty: 5950.138184
	Iteration 82Q: 3 clusters Score -2.050677e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157102 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -20507044.000000 Penalty: 5950.138184
	Iteration 83Q: 3 clusters Score -2.050704e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157750 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -20507292.000000 Penalty: 5950.138184
	Iteration 84Q: 3 clusters Score -2.050729e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158286 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -20507526.000000 Penalty: 5950.138184
	Iteration 85Q: 3 clusters Score -2.050753e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158712 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -20507658.000000 Penalty: 5950.138184
	Iteration 86Q: 3 clusters Score -2.050766e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159049 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -20507720.000000 Penalty: 5950.138184
	Iteration 87Q: 3 clusters Score -2.050772e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159345 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -20507880.000000 Penalty: 5950.138184
	Iteration 88Q: 3 clusters Score -2.050788e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159613 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -20507972.000000 Penalty: 5950.138184
	Iteration 89Q: 3 clusters Score -2.050797e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159813 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -20508084.000000 Penalty: 5950.138184
	Iteration 90Q: 3 clusters Score -2.050808e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160002 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -20508136.000000 Penalty: 5950.138184
	Iteration 91Q: 3 clusters Score -2.050814e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160152 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -20508128.000000 Penalty: 5950.138184
	Iteration 92Q: 3 clusters Score -2.050813e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160268 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -20508196.000000 Penalty: 5950.138184
	Iteration 93Q: 3 clusters Score -2.05082e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160378 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -20508242.000000 Penalty: 5950.138184
	Iteration 94Q: 3 clusters Score -2.050824e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160464 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -20508272.000000 Penalty: 5950.138184
	Iteration 95Q: 3 clusters Score -2.050827e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160538 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -20508296.000000 Penalty: 5950.138184
	Iteration 96Q: 3 clusters Score -2.05083e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160602 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -20508334.000000 Penalty: 5950.138184
	Iteration 97Q: 3 clusters Score -2.050833e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160660 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -20508294.000000 Penalty: 5950.138184
	Iteration 98Q: 3 clusters Score -2.050829e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160709 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -20508334.000000 Penalty: 5950.138184
	Iteration 99Q: 3 clusters Score -2.050833e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160749 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -20508350.000000 Penalty: 5950.138184
	Iteration 100F: 3 clusters Score -2.050835e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160785 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -20508380.000000 Penalty: 5950.138184
	Iteration 101Q: 3 clusters Score -2.050838e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160813 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -20508362.000000 Penalty: 5950.138184
	Iteration 102Q: 3 clusters Score -2.050836e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160842 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -20508416.000000 Penalty: 5950.138184
	Iteration 103Q: 3 clusters Score -2.050842e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160871 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -20508406.000000 Penalty: 5950.138184
	Iteration 104Q: 3 clusters Score -2.050841e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160894 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -20508388.000000 Penalty: 5950.138184
	Iteration 105Q: 3 clusters Score -2.050839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160905 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -20508392.000000 Penalty: 5950.138184
	Iteration 106Q: 3 clusters Score -2.050839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160918 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -20508390.000000 Penalty: 5950.138184
	Iteration 107Q: 3 clusters Score -2.050839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160933 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -20508388.000000 Penalty: 5950.138184
	Iteration 108Q: 3 clusters Score -2.050839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160946 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -20508388.000000 Penalty: 5950.138184
	Iteration 109Q: 3 clusters Score -2.050839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160957 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -20508394.000000 Penalty: 5950.138184
	Iteration 110Q: 3 clusters Score -2.050839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160967 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -20508396.000000 Penalty: 5950.138184
	Iteration 111Q: 3 clusters Score -2.05084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160972 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -20508390.000000 Penalty: 5950.138184
	Iteration 112Q: 3 clusters Score -2.050839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160975 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -20508392.000000 Penalty: 5950.138184
	Iteration 113Q: 3 clusters Score -2.050839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160978 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -20508398.000000 Penalty: 5950.138184
	Iteration 114Q: 3 clusters Score -2.05084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160979 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -20508396.000000 Penalty: 5950.138184
	Iteration 115Q: 3 clusters Score -2.05084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160979 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -20508396.000000 Penalty: 5950.138184
	Iteration 116Q: 3 clusters Score -2.05084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160985 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -20508408.000000 Penalty: 5950.138184
	Iteration 117Q: 3 clusters Score -2.050841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160991 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -20508404.000000 Penalty: 5950.138184
	Iteration 118Q: 3 clusters Score -2.05084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160993 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -20508416.000000 Penalty: 5950.138184
	Iteration 119Q: 3 clusters Score -2.050842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160995 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -20508420.000000 Penalty: 5950.138184
	Iteration 120F: 3 clusters Score -2.050842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160998 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -20508418.000000 Penalty: 5950.138184
	Iteration 121Q: 3 clusters Score -2.050842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160999 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -20508420.000000 Penalty: 5950.138184
	Iteration 122Q: 3 clusters Score -2.050842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161003 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -20508432.000000 Penalty: 5950.138184
	Iteration 123Q: 3 clusters Score -2.050843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161004 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -20508438.000000 Penalty: 5950.138184
	Iteration 124Q: 3 clusters Score -2.050844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161006 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -20508442.000000 Penalty: 5950.138184
	Iteration 125Q: 3 clusters Score -2.050844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161006 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -20508442.000000 Penalty: 5950.138184
	Iteration 126F: 3 clusters Score -2.050844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -38462.328125 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -38462.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37053.976562 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -37053.98 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37385.250000 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -37385.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37598.539062 Penalty: 2976.701660
	Iteration 2F: 3 clusters Score -37598.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37785.835938 Penalty: 2976.701660
	Iteration 3F: 3 clusters Score -37785.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38072.730469 Penalty: 2976.701660
	Iteration 4F: 3 clusters Score -38072.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38387.343750 Penalty: 2976.701660
	Iteration 5F: 3 clusters Score -38387.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38535.585938 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -38535.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -38558.886719 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -38558.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38565.605469 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -38565.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -38571.843750 Penalty: 2976.701660
	Iteration 9Q: 3 clusters Score -38571.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -38580.007812 Penalty: 2976.701660
	Iteration 10Q: 3 clusters Score -38580.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -38585.378906 Penalty: 2976.701660
	Iteration 11Q: 3 clusters Score -38585.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -38585.378906 Penalty: 2976.701660
	Iteration 12F: 3 clusters Score -38585.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 64625 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 192 members 
Mstep: Class 8 contains 654 members 
Mstep: Class 9 contains 5402 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 606 members 
Mstep: Class 12 contains 175563 members 
Mstep: Class 13 contains 176915 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 226570 members 
Mstep: Class 16 contains 7360 members 
Mstep: Class 17 contains 32999 members 
Mstep: Class 18 contains 51297 members 
Mstep: Class 19 contains 162145 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 291 members 
Entering Unmasked Estep 
Score: -119293592.000000 Penalty: 71765.531250
Splitting cluster 20 changes total score from -119295408.000000 to -119293592.000000
So it's not getting split.
--- Evaluating fit on full set of 2894945 points ---
Entering Unmasked Estep 
Score: -362062912.000000 Penalty: 73797.250000
20->21 Clusters: Score -362062912.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 964981 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 48158 members 
Mstep: Class 3 contains 48322 members 
Mstep: Class 4 contains 48210 members 
Mstep: Class 5 contains 48198 members 
Mstep: Class 6 contains 48044 members 
Mstep: Class 7 contains 47955 members 
Mstep: Class 8 contains 48085 members 
Mstep: Class 9 contains 48221 members 
Mstep: Class 10 contains 48208 members 
Mstep: Class 11 contains 48260 members 
Mstep: Class 12 contains 48240 members 
Mstep: Class 13 contains 48136 members 
Mstep: Class 14 contains 48344 members 
Mstep: Class 15 contains 48685 members 
Mstep: Class 16 contains 48226 members 
Mstep: Class 17 contains 48595 members 
Mstep: Class 18 contains 48344 members 
Mstep: Class 19 contains 47712 members 
Mstep: Class 20 contains 48688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 396.546478 but Gain 3417.410156
Score: -113335416.000000 Penalty: 64930.714844
Iteration 0F: 20 clusters Score -1.133354e+08 nChanged 914402
Entering Unmasked Mstep 
Mstep: Class 0 contains 2836 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 63085 members 
Mstep: Class 3 contains 37574 members 
Mstep: Class 4 contains 217202 members 
Mstep: Class 5 contains 23524 members 
Mstep: Class 6 contains 20170 members 
Mstep: Class 7 contains 38446 members 
Mstep: Class 8 contains 53018 members 
Mstep: Class 9 contains 3865 members 
Mstep: Class 10 contains 33817 members 
Mstep: Class 11 contains 24558 members 
Mstep: Class 12 contains 120111 members 
Mstep: Class 13 contains 5035 members 
Mstep: Class 15 contains 13297 members 
Mstep: Class 16 contains 13985 members 
Mstep: Class 17 contains 100962 members 
Mstep: Class 18 contains 24593 members 
Mstep: Class 19 contains 69800 members 
Mstep: Class 20 contains 84592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1196.810425 but Gain 3417.406250
Score: -117835376.000000 Penalty: 61513.308594
Iteration 1F: 19 clusters Score -1.178354e+08 nChanged 329913
Entering Unmasked Mstep 
Mstep: Class 0 contains 2804 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 59508 members 
Mstep: Class 3 contains 22217 members 
Mstep: Class 4 contains 315212 members 
Mstep: Class 5 contains 17304 members 
Mstep: Class 6 contains 11730 members 
Mstep: Class 7 contains 34800 members 
Mstep: Class 8 contains 37173 members 
Mstep: Class 9 contains 2227 members 
Mstep: Class 10 contains 20453 members 
Mstep: Class 11 contains 13157 members 
Mstep: Class 12 contains 125231 members 
Mstep: Class 15 contains 5784 members 
Mstep: Class 16 contains 11151 members 
Mstep: Class 17 contains 117586 members 
Mstep: Class 18 contains 7936 members 
Mstep: Class 19 contains 59521 members 
Mstep: Class 20 contains 88729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3039.609375 but Gain 3417.406250
Score: -118277800.000000 Penalty: 58095.902344
Iteration 2F: 18 clusters Score -1.182778e+08 nChanged 216202
Entering Unmasked Mstep 
Mstep: Class 0 contains 2687 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 51416 members 
Mstep: Class 3 contains 12640 members 
Mstep: Class 4 contains 357600 members 
Mstep: Class 5 contains 11048 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 38831 members 
Mstep: Class 8 contains 24658 members 
Mstep: Class 9 contains 2124 members 
Mstep: Class 10 contains 11195 members 
Mstep: Class 11 contains 7593 members 
Mstep: Class 12 contains 134850 members 
Mstep: Class 16 contains 10026 members 
Mstep: Class 17 contains 124857 members 
Mstep: Class 18 contains 4142 members 
Mstep: Class 19 contains 57961 members 
Mstep: Class 20 contains 87257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118377728.000000 Penalty: 58095.902344
Iteration 3F: 18 clusters Score -1.183777e+08 nChanged 163036
Entering Unmasked Mstep 
Mstep: Class 0 contains 2633 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 46037 members 
Mstep: Class 3 contains 7185 members 
Mstep: Class 4 contains 347503 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 39272 members 
Mstep: Class 8 contains 15940 members 
Mstep: Class 9 contains 2216 members 
Mstep: Class 10 contains 5863 members 
Mstep: Class 11 contains 5275 members 
Mstep: Class 12 contains 159916 members 
Mstep: Class 16 contains 6968 members 
Mstep: Class 17 contains 137669 members 
Mstep: Class 18 contains 3647 members 
Mstep: Class 19 contains 63139 members 
Mstep: Class 20 contains 84965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2686.563477 but Gain 3417.406250
Score: -118498784.000000 Penalty: 54678.496094
Iteration 4F: 17 clusters Score -1.184988e+08 nChanged 131767
Entering Unmasked Mstep 
Mstep: Class 0 contains 2587 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 40269 members 
Mstep: Class 3 contains 3977 members 
Mstep: Class 4 contains 323898 members 
Mstep: Class 5 contains 6186 members 
Mstep: Class 6 contains 5634 members 
Mstep: Class 7 contains 38579 members 
Mstep: Class 8 contains 9879 members 
Mstep: Class 9 contains 2360 members 
Mstep: Class 11 contains 4053 members 
Mstep: Class 12 contains 196946 members 
Mstep: Class 16 contains 4339 members 
Mstep: Class 17 contains 152795 members 
Mstep: Class 18 contains 3478 members 
Mstep: Class 19 contains 64176 members 
Mstep: Class 20 contains 80299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2319.420898 but Gain 3417.406250
Score: -118616744.000000 Penalty: 51261.089844
Iteration 5F: 16 clusters Score -1.186167e+08 nChanged 120267
Entering Unmasked Mstep 
Mstep: Class 0 contains 2567 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 34609 members 
Mstep: Class 4 contains 297006 members 
Mstep: Class 5 contains 5405 members 
Mstep: Class 6 contains 5198 members 
Mstep: Class 7 contains 38811 members 
Mstep: Class 8 contains 6026 members 
Mstep: Class 9 contains 2570 members 
Mstep: Class 11 contains 3300 members 
Mstep: Class 12 contains 240937 members 
Mstep: Class 16 contains 2677 members 
Mstep: Class 17 contains 167421 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 56252 members 
Mstep: Class 20 contains 72097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2512.684082 but Gain 3417.402344
Score: -118716472.000000 Penalty: 47843.687500
Iteration 6F: 15 clusters Score -1.187165e+08 nChanged 111332
Entering Unmasked Mstep 
Mstep: Class 0 contains 2470 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 30090 members 
Mstep: Class 4 contains 265486 members 
Mstep: Class 5 contains 5172 members 
Mstep: Class 6 contains 4980 members 
Mstep: Class 7 contains 40929 members 
Mstep: Class 8 contains 3997 members 
Mstep: Class 9 contains 2841 members 
Mstep: Class 11 contains 2850 members 
Mstep: Class 12 contains 289567 members 
Mstep: Class 17 contains 181704 members 
Mstep: Class 18 contains 3126 members 
Mstep: Class 19 contains 43470 members 
Mstep: Class 20 contains 61844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2967.255859 but Gain 3417.406250
Score: -118804840.000000 Penalty: 44426.281250
Iteration 7F: 14 clusters Score -1.188048e+08 nChanged 100855
Entering Unmasked Mstep 
Mstep: Class 0 contains 2384 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 27244 members 
Mstep: Class 4 contains 228957 members 
Mstep: Class 5 contains 5354 members 
Mstep: Class 6 contains 4964 members 
Mstep: Class 7 contains 40895 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 2928 members 
Mstep: Class 12 contains 337767 members 
Mstep: Class 17 contains 197173 members 
Mstep: Class 18 contains 3103 members 
Mstep: Class 19 contains 32625 members 
Mstep: Class 20 contains 52678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2858.624268 but Gain 3417.406250
Score: -118839888.000000 Penalty: 41008.875000
Iteration 8F: 13 clusters Score -1.188399e+08 nChanged 97901
Entering Unmasked Mstep 
Mstep: Class 0 contains 2253 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 25694 members 
Mstep: Class 4 contains 193744 members 
Mstep: Class 5 contains 6038 members 
Mstep: Class 6 contains 4979 members 
Mstep: Class 7 contains 41241 members 
Mstep: Class 9 contains 3020 members 
Mstep: Class 12 contains 368041 members 
Mstep: Class 17 contains 217020 members 
Mstep: Class 18 contains 3139 members 
Mstep: Class 19 contains 28634 members 
Mstep: Class 20 contains 46767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118797144.000000 Penalty: 41008.875000
Iteration 9F: 13 clusters Score -1.187971e+08 nChanged 73745
Entering Unmasked Mstep 
Mstep: Class 0 contains 2147 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 26540 members 
Mstep: Class 4 contains 180701 members 
Mstep: Class 5 contains 6933 members 
Mstep: Class 6 contains 5155 members 
Mstep: Class 7 contains 41515 members 
Mstep: Class 9 contains 3029 members 
Mstep: Class 12 contains 361434 members 
Mstep: Class 17 contains 236115 members 
Mstep: Class 18 contains 3224 members 
Mstep: Class 19 contains 30085 members 
Mstep: Class 20 contains 44994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118820240.000000 Penalty: 41008.875000
Iteration 10F: 13 clusters Score -1.188202e+08 nChanged 54902
Entering Unmasked Mstep 
Mstep: Class 0 contains 2089 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 29030 members 
Mstep: Class 4 contains 173107 members 
Mstep: Class 5 contains 8359 members 
Mstep: Class 6 contains 5519 members 
Mstep: Class 7 contains 40727 members 
Mstep: Class 9 contains 2928 members 
Mstep: Class 12 contains 355900 members 
Mstep: Class 17 contains 245280 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 31625 members 
Mstep: Class 20 contains 45052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118844616.000000 Penalty: 41008.875000
Iteration 11F: 13 clusters Score -1.188446e+08 nChanged 46933
Entering Unmasked Mstep 
Mstep: Class 0 contains 1997 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 32622 members 
Mstep: Class 4 contains 170799 members 
Mstep: Class 5 contains 10070 members 
Mstep: Class 6 contains 5852 members 
Mstep: Class 7 contains 39709 members 
Mstep: Class 9 contains 2793 members 
Mstep: Class 12 contains 350230 members 
Mstep: Class 17 contains 246995 members 
Mstep: Class 18 contains 3610 members 
Mstep: Class 19 contains 33343 members 
Mstep: Class 20 contains 46025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118869792.000000 Penalty: 41008.875000
Iteration 12Q: 13 clusters Score -1.188698e+08 nChanged 41419
Entering Unmasked Mstep 
Mstep: Class 0 contains 1982 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 37012 members 
Mstep: Class 4 contains 171345 members 
Mstep: Class 5 contains 11943 members 
Mstep: Class 6 contains 6214 members 
Mstep: Class 7 contains 38677 members 
Mstep: Class 9 contains 2395 members 
Mstep: Class 12 contains 345454 members 
Mstep: Class 17 contains 243877 members 
Mstep: Class 18 contains 4031 members 
Mstep: Class 19 contains 34953 members 
Mstep: Class 20 contains 47215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118891296.000000 Penalty: 41008.875000
Iteration 13Q: 13 clusters Score -1.188913e+08 nChanged 37117
Entering Unmasked Mstep 
Mstep: Class 0 contains 1983 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 41809 members 
Mstep: Class 4 contains 173489 members 
Mstep: Class 5 contains 13863 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 37754 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 12 contains 341521 members 
Mstep: Class 17 contains 237791 members 
Mstep: Class 18 contains 4751 members 
Mstep: Class 19 contains 36331 members 
Mstep: Class 20 contains 48541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118912976.000000 Penalty: 41008.875000
Iteration 14Q: 13 clusters Score -1.18913e+08 nChanged 33222
Entering Unmasked Mstep 
Mstep: Class 0 contains 1985 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 46942 members 
Mstep: Class 4 contains 176548 members 
Mstep: Class 5 contains 15787 members 
Mstep: Class 6 contains 6927 members 
Mstep: Class 7 contains 36998 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 12 contains 337848 members 
Mstep: Class 17 contains 230208 members 
Mstep: Class 18 contains 5290 members 
Mstep: Class 19 contains 37462 members 
Mstep: Class 20 contains 49825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118932488.000000 Penalty: 41008.875000
Iteration 15Q: 13 clusters Score -1.189325e+08 nChanged 29714
Entering Unmasked Mstep 
Mstep: Class 0 contains 1989 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 52103 members 
Mstep: Class 4 contains 179717 members 
Mstep: Class 5 contains 17634 members 
Mstep: Class 6 contains 7198 members 
Mstep: Class 7 contains 36366 members 
Mstep: Class 9 contains 966 members 
Mstep: Class 12 contains 334789 members 
Mstep: Class 17 contains 221961 members 
Mstep: Class 18 contains 5477 members 
Mstep: Class 19 contains 38454 members 
Mstep: Class 20 contains 51059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118946440.000000 Penalty: 41008.875000
Iteration 16Q: 13 clusters Score -1.189464e+08 nChanged 27004
Entering Unmasked Mstep 
Mstep: Class 0 contains 1989 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 57182 members 
Mstep: Class 4 contains 182982 members 
Mstep: Class 5 contains 19426 members 
Mstep: Class 6 contains 7431 members 
Mstep: Class 7 contains 35773 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 12 contains 332108 members 
Mstep: Class 17 contains 213436 members 
Mstep: Class 18 contains 5554 members 
Mstep: Class 19 contains 39333 members 
Mstep: Class 20 contains 52202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118958232.000000 Penalty: 41008.875000
Iteration 17Q: 13 clusters Score -1.189582e+08 nChanged 25067
Entering Unmasked Mstep 
Mstep: Class 0 contains 1990 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 62165 members 
Mstep: Class 4 contains 186219 members 
Mstep: Class 5 contains 21118 members 
Mstep: Class 6 contains 7561 members 
Mstep: Class 7 contains 35232 members 
Mstep: Class 9 contains 850 members 
Mstep: Class 12 contains 329621 members 
Mstep: Class 17 contains 205084 members 
Mstep: Class 18 contains 5597 members 
Mstep: Class 19 contains 40122 members 
Mstep: Class 20 contains 53215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118969848.000000 Penalty: 41008.875000
Iteration 18Q: 13 clusters Score -1.189698e+08 nChanged 23086
Entering Unmasked Mstep 
Mstep: Class 0 contains 1990 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 66823 members 
Mstep: Class 4 contains 189582 members 
Mstep: Class 5 contains 22594 members 
Mstep: Class 6 contains 7625 members 
Mstep: Class 7 contains 34731 members 
Mstep: Class 9 contains 821 members 
Mstep: Class 12 contains 327211 members 
Mstep: Class 17 contains 197316 members 
Mstep: Class 18 contains 5626 members 
Mstep: Class 19 contains 40814 members 
Mstep: Class 20 contains 54015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118979808.000000 Penalty: 41008.875000
Iteration 19Q: 13 clusters Score -1.189798e+08 nChanged 21401
Entering Unmasked Mstep 
Mstep: Class 0 contains 1990 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 71187 members 
Mstep: Class 4 contains 192386 members 
Mstep: Class 5 contains 23890 members 
Mstep: Class 6 contains 7673 members 
Mstep: Class 7 contains 34239 members 
Mstep: Class 9 contains 798 members 
Mstep: Class 12 contains 325310 members 
Mstep: Class 17 contains 190395 members 
Mstep: Class 18 contains 5654 members 
Mstep: Class 19 contains 41394 members 
Mstep: Class 20 contains 54561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118993528.000000 Penalty: 41008.875000
Iteration 20F: 13 clusters Score -1.189935e+08 nChanged 20244
Entering Unmasked Mstep 
Mstep: Class 0 contains 1874 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 75133 members 
Mstep: Class 4 contains 194941 members 
Mstep: Class 5 contains 25002 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 33756 members 
Mstep: Class 9 contains 882 members 
Mstep: Class 12 contains 323533 members 
Mstep: Class 17 contains 184283 members 
Mstep: Class 18 contains 5687 members 
Mstep: Class 19 contains 41891 members 
Mstep: Class 20 contains 55077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119005944.000000 Penalty: 41008.875000
Iteration 21Q: 13 clusters Score -1.190059e+08 nChanged 18986
Entering Unmasked Mstep 
Mstep: Class 0 contains 1854 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 78663 members 
Mstep: Class 4 contains 197111 members 
Mstep: Class 5 contains 25974 members 
Mstep: Class 6 contains 7794 members 
Mstep: Class 7 contains 33320 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 12 contains 322024 members 
Mstep: Class 17 contains 178815 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 42345 members 
Mstep: Class 20 contains 55520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119011848.000000 Penalty: 41008.875000
Iteration 22Q: 13 clusters Score -1.190118e+08 nChanged 18183
Entering Unmasked Mstep 
Mstep: Class 0 contains 1854 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 81927 members 
Mstep: Class 4 contains 198549 members 
Mstep: Class 5 contains 26797 members 
Mstep: Class 6 contains 7830 members 
Mstep: Class 7 contains 32880 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 12 contains 320725 members 
Mstep: Class 17 contains 174414 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 42759 members 
Mstep: Class 20 contains 55888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119017176.000000 Penalty: 41008.875000
Iteration 23Q: 13 clusters Score -1.190172e+08 nChanged 17595
Entering Unmasked Mstep 
Mstep: Class 0 contains 1853 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 84757 members 
Mstep: Class 4 contains 199438 members 
Mstep: Class 5 contains 27537 members 
Mstep: Class 6 contains 7829 members 
Mstep: Class 7 contains 32493 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 12 contains 319336 members 
Mstep: Class 17 contains 171191 members 
Mstep: Class 18 contains 5688 members 
Mstep: Class 19 contains 43115 members 
Mstep: Class 20 contains 56242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119022368.000000 Penalty: 41008.875000
Iteration 24Q: 13 clusters Score -1.190224e+08 nChanged 17073
Entering Unmasked Mstep 
Mstep: Class 0 contains 1853 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 87249 members 
Mstep: Class 4 contains 199750 members 
Mstep: Class 5 contains 28177 members 
Mstep: Class 6 contains 7869 members 
Mstep: Class 7 contains 32068 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 12 contains 318191 members 
Mstep: Class 17 contains 168752 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 43497 members 
Mstep: Class 20 contains 56531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119026344.000000 Penalty: 41008.875000
Iteration 25Q: 13 clusters Score -1.190263e+08 nChanged 16142
Entering Unmasked Mstep 
Mstep: Class 0 contains 1853 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 89483 members 
Mstep: Class 4 contains 199647 members 
Mstep: Class 5 contains 28752 members 
Mstep: Class 6 contains 7898 members 
Mstep: Class 7 contains 31615 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 12 contains 317101 members 
Mstep: Class 17 contains 167017 members 
Mstep: Class 18 contains 5687 members 
Mstep: Class 19 contains 43921 members 
Mstep: Class 20 contains 56749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119030624.000000 Penalty: 41008.875000
Iteration 26Q: 13 clusters Score -1.190306e+08 nChanged 15230
Entering Unmasked Mstep 
Mstep: Class 0 contains 1853 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 91344 members 
Mstep: Class 4 contains 199396 members 
Mstep: Class 5 contains 29268 members 
Mstep: Class 6 contains 7933 members 
Mstep: Class 7 contains 31188 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 12 contains 315989 members 
Mstep: Class 17 contains 165718 members 
Mstep: Class 18 contains 5688 members 
Mstep: Class 19 contains 44301 members 
Mstep: Class 20 contains 57119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119033640.000000 Penalty: 41008.875000
Iteration 27Q: 13 clusters Score -1.190336e+08 nChanged 14347
Entering Unmasked Mstep 
Mstep: Class 0 contains 1853 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 92835 members 
Mstep: Class 4 contains 198907 members 
Mstep: Class 5 contains 29713 members 
Mstep: Class 6 contains 7976 members 
Mstep: Class 7 contains 30781 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 12 contains 314941 members 
Mstep: Class 17 contains 164873 members 
Mstep: Class 18 contains 5691 members 
Mstep: Class 19 contains 44643 members 
Mstep: Class 20 contains 57675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119036472.000000 Penalty: 41008.875000
Iteration 28Q: 13 clusters Score -1.190365e+08 nChanged 13531
Entering Unmasked Mstep 
Mstep: Class 0 contains 1853 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 94075 members 
Mstep: Class 4 contains 198187 members 
Mstep: Class 5 contains 30083 members 
Mstep: Class 6 contains 8091 members 
Mstep: Class 7 contains 30389 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 12 contains 314134 members 
Mstep: Class 17 contains 164203 members 
Mstep: Class 18 contains 5693 members 
Mstep: Class 19 contains 44955 members 
Mstep: Class 20 contains 58289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119039384.000000 Penalty: 41008.875000
Iteration 29Q: 13 clusters Score -1.190394e+08 nChanged 12636
Entering Unmasked Mstep 
Mstep: Class 0 contains 1853 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 95053 members 
Mstep: Class 4 contains 197572 members 
Mstep: Class 5 contains 30397 members 
Mstep: Class 6 contains 8200 members 
Mstep: Class 7 contains 29992 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 12 contains 313244 members 
Mstep: Class 17 contains 163657 members 
Mstep: Class 18 contains 5696 members 
Mstep: Class 19 contains 45306 members 
Mstep: Class 20 contains 59022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119042016.000000 Penalty: 41008.875000
Iteration 30Q: 13 clusters Score -1.19042e+08 nChanged 12039
Entering Unmasked Mstep 
Mstep: Class 0 contains 1853 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 95876 members 
Mstep: Class 4 contains 196985 members 
Mstep: Class 5 contains 30679 members 
Mstep: Class 6 contains 8303 members 
Mstep: Class 7 contains 29648 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 12 contains 312394 members 
Mstep: Class 17 contains 163161 members 
Mstep: Class 18 contains 5696 members 
Mstep: Class 19 contains 45618 members 
Mstep: Class 20 contains 59815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119044680.000000 Penalty: 41008.875000
Iteration 31Q: 13 clusters Score -1.190447e+08 nChanged 11746
Entering Unmasked Mstep 
Mstep: Class 0 contains 1853 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 96408 members 
Mstep: Class 4 contains 196399 members 
Mstep: Class 5 contains 30939 members 
Mstep: Class 6 contains 8449 members 
Mstep: Class 7 contains 29320 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 12 contains 311585 members 
Mstep: Class 17 contains 162789 members 
Mstep: Class 18 contains 5698 members 
Mstep: Class 19 contains 45931 members 
Mstep: Class 20 contains 60714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119046968.000000 Penalty: 41008.875000
Iteration 32Q: 13 clusters Score -1.19047e+08 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 1853 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 96769 members 
Mstep: Class 4 contains 195786 members 
Mstep: Class 5 contains 31165 members 
Mstep: Class 6 contains 8647 members 
Mstep: Class 7 contains 28993 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 12 contains 310791 members 
Mstep: Class 17 contains 162469 members 
Mstep: Class 18 contains 5700 members 
Mstep: Class 19 contains 46231 members 
Mstep: Class 20 contains 61743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119049648.000000 Penalty: 41008.875000
Iteration 33Q: 13 clusters Score -1.190496e+08 nChanged 10758
Entering Unmasked Mstep 
Mstep: Class 0 contains 1853 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 96992 members 
Mstep: Class 4 contains 195184 members 
Mstep: Class 5 contains 31338 members 
Mstep: Class 6 contains 8823 members 
Mstep: Class 7 contains 28704 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 12 contains 310008 members 
Mstep: Class 17 contains 162256 members 
Mstep: Class 18 contains 5701 members 
Mstep: Class 19 contains 46497 members 
Mstep: Class 20 contains 62841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119051504.000000 Penalty: 41008.875000
Iteration 34Q: 13 clusters Score -1.190515e+08 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 1853 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 97033 members 
Mstep: Class 4 contains 194747 members 
Mstep: Class 5 contains 31476 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 28443 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 12 contains 309123 members 
Mstep: Class 17 contains 162129 members 
Mstep: Class 18 contains 5704 members 
Mstep: Class 19 contains 46758 members 
Mstep: Class 20 contains 63983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119053336.000000 Penalty: 41008.875000
Iteration 35Q: 13 clusters Score -1.190533e+08 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1853 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 96942 members 
Mstep: Class 4 contains 194319 members 
Mstep: Class 5 contains 31597 members 
Mstep: Class 6 contains 9162 members 
Mstep: Class 7 contains 28209 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 12 contains 308310 members 
Mstep: Class 17 contains 162077 members 
Mstep: Class 18 contains 5701 members 
Mstep: Class 19 contains 46981 members 
Mstep: Class 20 contains 65129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119055000.000000 Penalty: 41008.875000
Iteration 36Q: 13 clusters Score -1.19055e+08 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 1853 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 96852 members 
Mstep: Class 4 contains 194009 members 
Mstep: Class 5 contains 31725 members 
Mstep: Class 6 contains 9339 members 
Mstep: Class 7 contains 27968 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 12 contains 307517 members 
Mstep: Class 17 contains 161985 members 
Mstep: Class 18 contains 5695 members 
Mstep: Class 19 contains 47174 members 
Mstep: Class 20 contains 66191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119056528.000000 Penalty: 41008.875000
Iteration 37Q: 13 clusters Score -1.190565e+08 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 1853 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 96804 members 
Mstep: Class 4 contains 193598 members 
Mstep: Class 5 contains 31847 members 
Mstep: Class 6 contains 9489 members 
Mstep: Class 7 contains 27746 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 12 contains 306777 members 
Mstep: Class 17 contains 161918 members 
Mstep: Class 18 contains 5697 members 
Mstep: Class 19 contains 47365 members 
Mstep: Class 20 contains 67244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119058224.000000 Penalty: 41008.875000
Iteration 38Q: 13 clusters Score -1.190582e+08 nChanged 8288
Entering ConstructFrom: 
Score: -119058224.000000 Penalty: 41008.875000
Entering ConstructFrom: 
Trying to split cluster 1 (13735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Entering Unmasked Estep 
Score: -1638987.625000 Penalty: 2362.870117
	Iteration 0F: 2 clusters Score -1638988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1628909.625000 Penalty: 4725.740234
	Iteration 0F: 3 clusters Score -1628910 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1632501.375000 Penalty: 4725.740234
	Iteration 1F: 3 clusters Score -1632501 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1633392.875000 Penalty: 4725.740234
	Iteration 2F: 3 clusters Score -1633393 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1634606.500000 Penalty: 4725.740234
	Iteration 3F: 3 clusters Score -1634606 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1635888.750000 Penalty: 4725.740234
	Iteration 4F: 3 clusters Score -1635889 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1636868.875000 Penalty: 4725.740234
	Iteration 5F: 3 clusters Score -1636869 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1637348.625000 Penalty: 4725.740234
	Iteration 6F: 3 clusters Score -1637349 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1637575.125000 Penalty: 4725.740234
	Iteration 7Q: 3 clusters Score -1637575 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1637686.125000 Penalty: 4725.740234
	Iteration 8Q: 3 clusters Score -1637686 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1637745.250000 Penalty: 4725.740234
	Iteration 9Q: 3 clusters Score -1637745 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1637765.125000 Penalty: 4725.740234
	Iteration 10Q: 3 clusters Score -1637765 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1637788.250000 Penalty: 4725.740234
	Iteration 11Q: 3 clusters Score -1637788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1637800.750000 Penalty: 4725.740234
	Iteration 12Q: 3 clusters Score -1637801 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1637819.125000 Penalty: 4725.740234
	Iteration 13Q: 3 clusters Score -1637819 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1637829.250000 Penalty: 4725.740234
	Iteration 14Q: 3 clusters Score -1637829 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1637839.500000 Penalty: 4725.740234
	Iteration 15Q: 3 clusters Score -1637840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1637850.500000 Penalty: 4725.740234
	Iteration 16Q: 3 clusters Score -1637850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1637862.875000 Penalty: 4725.740234
	Iteration 17Q: 3 clusters Score -1637863 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1637870.625000 Penalty: 4725.740234
	Iteration 18Q: 3 clusters Score -1637871 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1637875.625000 Penalty: 4725.740234
	Iteration 19Q: 3 clusters Score -1637876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1637882.125000 Penalty: 4725.740234
	Iteration 20F: 3 clusters Score -1637882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1637886.625000 Penalty: 4725.740234
	Iteration 21Q: 3 clusters Score -1637887 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1637894.750000 Penalty: 4725.740234
	Iteration 22Q: 3 clusters Score -1637895 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1637900.375000 Penalty: 4725.740234
	Iteration 23Q: 3 clusters Score -1637900 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1637911.875000 Penalty: 4725.740234
	Iteration 24Q: 3 clusters Score -1637912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1637918.000000 Penalty: 4725.740234
	Iteration 25Q: 3 clusters Score -1637918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1637921.500000 Penalty: 4725.740234
	Iteration 26Q: 3 clusters Score -1637922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1637927.125000 Penalty: 4725.740234
	Iteration 27Q: 3 clusters Score -1637927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1637932.625000 Penalty: 4725.740234
	Iteration 28Q: 3 clusters Score -1637933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1637937.000000 Penalty: 4725.740234
	Iteration 29Q: 3 clusters Score -1637937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1637939.875000 Penalty: 4725.740234
	Iteration 30Q: 3 clusters Score -1637940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1637940.750000 Penalty: 4725.740234
	Iteration 31Q: 3 clusters Score -1637941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1637941.500000 Penalty: 4725.740234
	Iteration 32Q: 3 clusters Score -1637942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1637950.250000 Penalty: 4725.740234
	Iteration 33Q: 3 clusters Score -1637950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1637954.750000 Penalty: 4725.740234
	Iteration 34Q: 3 clusters Score -1637955 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1637960.250000 Penalty: 4725.740234
	Iteration 35Q: 3 clusters Score -1637960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1637969.625000 Penalty: 4725.740234
	Iteration 36Q: 3 clusters Score -1637970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1637967.875000 Penalty: 4725.740234
	Iteration 37Q: 3 clusters Score -1637968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1637969.000000 Penalty: 4725.740234
	Iteration 38Q: 3 clusters Score -1637969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1637970.625000 Penalty: 4725.740234
	Iteration 39Q: 3 clusters Score -1637971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1637977.875000 Penalty: 4725.740234
	Iteration 40F: 3 clusters Score -1637978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1637976.625000 Penalty: 4725.740234
	Iteration 41Q: 3 clusters Score -1637977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1637981.250000 Penalty: 4725.740234
	Iteration 42Q: 3 clusters Score -1637981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1637981.750000 Penalty: 4725.740234
	Iteration 43Q: 3 clusters Score -1637982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1637984.625000 Penalty: 4725.740234
	Iteration 44Q: 3 clusters Score -1637985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1637984.500000 Penalty: 4725.740234
	Iteration 45Q: 3 clusters Score -1637984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1637984.125000 Penalty: 4725.740234
	Iteration 46Q: 3 clusters Score -1637984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1637984.625000 Penalty: 4725.740234
	Iteration 47Q: 3 clusters Score -1637985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1637996.375000 Penalty: 4725.740234
	Iteration 48Q: 3 clusters Score -1637996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1637999.625000 Penalty: 4725.740234
	Iteration 49Q: 3 clusters Score -1638000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1637999.750000 Penalty: 4725.740234
	Iteration 50Q: 3 clusters Score -1638000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1637998.750000 Penalty: 4725.740234
	Iteration 51Q: 3 clusters Score -1637999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1637999.375000 Penalty: 4725.740234
	Iteration 52Q: 3 clusters Score -1637999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1638002.750000 Penalty: 4725.740234
	Iteration 53Q: 3 clusters Score -1638003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1638005.250000 Penalty: 4725.740234
	Iteration 54Q: 3 clusters Score -1638005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1638001.750000 Penalty: 4725.740234
	Iteration 55Q: 3 clusters Score -1638002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1638001.500000 Penalty: 4725.740234
	Iteration 56Q: 3 clusters Score -1638002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1638001.750000 Penalty: 4725.740234
	Iteration 57Q: 3 clusters Score -1638002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1638004.125000 Penalty: 4725.740234
	Iteration 58Q: 3 clusters Score -1638004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1638004.875000 Penalty: 4725.740234
	Iteration 59Q: 3 clusters Score -1638005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1638005.125000 Penalty: 4725.740234
	Iteration 60F: 3 clusters Score -1638005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1638004.625000 Penalty: 4725.740234
	Iteration 61Q: 3 clusters Score -1638005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1638003.750000 Penalty: 4725.740234
	Iteration 62Q: 3 clusters Score -1638004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1638005.000000 Penalty: 4725.740234
	Iteration 63Q: 3 clusters Score -1638005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1638009.000000 Penalty: 4725.740234
	Iteration 64Q: 3 clusters Score -1638009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1638011.250000 Penalty: 4725.740234
	Iteration 65Q: 3 clusters Score -1638011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1638011.000000 Penalty: 4725.740234
	Iteration 66Q: 3 clusters Score -1638011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1638008.000000 Penalty: 4725.740234
	Iteration 67Q: 3 clusters Score -1638008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1638008.375000 Penalty: 4725.740234
	Iteration 68Q: 3 clusters Score -1638008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1638012.125000 Penalty: 4725.740234
	Iteration 69Q: 3 clusters Score -1638012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1638013.000000 Penalty: 4725.740234
	Iteration 70Q: 3 clusters Score -1638013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1638011.625000 Penalty: 4725.740234
	Iteration 71Q: 3 clusters Score -1638012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1638017.625000 Penalty: 4725.740234
	Iteration 72Q: 3 clusters Score -1638018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1638013.250000 Penalty: 4725.740234
	Iteration 73Q: 3 clusters Score -1638013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1638014.625000 Penalty: 4725.740234
	Iteration 74Q: 3 clusters Score -1638015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1638015.125000 Penalty: 4725.740234
	Iteration 75Q: 3 clusters Score -1638015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1638016.750000 Penalty: 4725.740234
	Iteration 76Q: 3 clusters Score -1638017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1638019.125000 Penalty: 4725.740234
	Iteration 77Q: 3 clusters Score -1638019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1638021.500000 Penalty: 4725.740234
	Iteration 78Q: 3 clusters Score -1638022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1638023.625000 Penalty: 4725.740234
	Iteration 79Q: 3 clusters Score -1638024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1638023.500000 Penalty: 4725.740234
	Iteration 80F: 3 clusters Score -1638024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1638022.750000 Penalty: 4725.740234
	Iteration 81Q: 3 clusters Score -1638023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1638023.875000 Penalty: 4725.740234
	Iteration 82Q: 3 clusters Score -1638024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1638020.750000 Penalty: 4725.740234
	Iteration 83Q: 3 clusters Score -1638021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1638023.125000 Penalty: 4725.740234
	Iteration 84Q: 3 clusters Score -1638023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1638025.750000 Penalty: 4725.740234
	Iteration 85Q: 3 clusters Score -1638026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1638025.875000 Penalty: 4725.740234
	Iteration 86Q: 3 clusters Score -1638026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1638022.000000 Penalty: 4725.740234
	Iteration 87Q: 3 clusters Score -1638022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1638022.875000 Penalty: 4725.740234
	Iteration 88Q: 3 clusters Score -1638023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1638022.875000 Penalty: 4725.740234
	Iteration 89F: 3 clusters Score -1638023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (96739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96739 members 
Entering Unmasked Estep 
Score: -12236836.000000 Penalty: 2846.983398
	Iteration 0F: 2 clusters Score -1.223684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -12172043.000000 Penalty: 5693.966797
	Iteration 0F: 3 clusters Score -1.217204e+07 nChanged 45630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -12197685.000000 Penalty: 5693.966797
	Iteration 1F: 3 clusters Score -1.219768e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -12198328.000000 Penalty: 5693.966797
	Iteration 2Q: 3 clusters Score -1.219833e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 53532 members 
Entering Unmasked Estep 
Score: -12199150.000000 Penalty: 5693.966797
	Iteration 3Q: 3 clusters Score -1.219915e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 56108 members 
Entering Unmasked Estep 
Score: -12200201.000000 Penalty: 5693.966797
	Iteration 4Q: 3 clusters Score -1.22002e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -12202013.000000 Penalty: 5693.966797
	Iteration 5Q: 3 clusters Score -1.220201e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
Score: -12205223.000000 Penalty: 5693.966797
	Iteration 6F: 3 clusters Score -1.220522e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 72980 members 
Entering Unmasked Estep 
Score: -12210973.000000 Penalty: 5693.966797
	Iteration 7F: 3 clusters Score -1.221097e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 81717 members 
Entering Unmasked Estep 
Score: -12219271.000000 Penalty: 5693.966797
	Iteration 8F: 3 clusters Score -1.221927e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 89586 members 
Entering Unmasked Estep 
Score: -12227387.000000 Penalty: 5693.966797
	Iteration 9F: 3 clusters Score -1.222739e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 94133 members 
Entering Unmasked Estep 
Score: -12232032.000000 Penalty: 5693.966797
	Iteration 10Q: 3 clusters Score -1.223203e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 95811 members 
Entering Unmasked Estep 
Score: -12233679.000000 Penalty: 5693.966797
	Iteration 11Q: 3 clusters Score -1.223368e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 96211 members 
Entering Unmasked Estep 
Score: -12234123.000000 Penalty: 5693.966797
	Iteration 12Q: 3 clusters Score -1.223412e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 96297 members 
Entering Unmasked Estep 
Score: -12234283.000000 Penalty: 5693.966797
	Iteration 13Q: 3 clusters Score -1.223428e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 96332 members 
Entering Unmasked Estep 
Score: -12234383.000000 Penalty: 5693.966797
	Iteration 14Q: 3 clusters Score -1.223438e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 96355 members 
Entering Unmasked Estep 
Score: -12234445.000000 Penalty: 5693.966797
	Iteration 15Q: 3 clusters Score -1.223444e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 96368 members 
Entering Unmasked Estep 
Score: -12234492.000000 Penalty: 5693.966797
	Iteration 16Q: 3 clusters Score -1.223449e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 96375 members 
Entering Unmasked Estep 
Score: -12234497.000000 Penalty: 5693.966797
	Iteration 17Q: 3 clusters Score -1.22345e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 96375 members 
Entering Unmasked Estep 
Score: -12234514.000000 Penalty: 5693.966797
	Iteration 18Q: 3 clusters Score -1.223451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 96375 members 
Entering Unmasked Estep 
Score: -12234528.000000 Penalty: 5693.966797
	Iteration 19Q: 3 clusters Score -1.223453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 96374 members 
Entering Unmasked Estep 
Score: -12234527.000000 Penalty: 5693.966797
	Iteration 20F: 3 clusters Score -1.223453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 96375 members 
Entering Unmasked Estep 
Score: -12234538.000000 Penalty: 5693.966797
	Iteration 21Q: 3 clusters Score -1.223454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 96378 members 
Entering Unmasked Estep 
Score: -12234554.000000 Penalty: 5693.966797
	Iteration 22Q: 3 clusters Score -1.223455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 96378 members 
Entering Unmasked Estep 
Score: -12234569.000000 Penalty: 5693.966797
	Iteration 23Q: 3 clusters Score -1.223457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -12234571.000000 Penalty: 5693.966797
	Iteration 24Q: 3 clusters Score -1.223457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 96369 members 
Entering Unmasked Estep 
Score: -12234580.000000 Penalty: 5693.966797
	Iteration 25Q: 3 clusters Score -1.223458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 96368 members 
Entering Unmasked Estep 
Score: -12234587.000000 Penalty: 5693.966797
	Iteration 26Q: 3 clusters Score -1.223459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 96368 members 
Entering Unmasked Estep 
Score: -12234579.000000 Penalty: 5693.966797
	Iteration 27Q: 3 clusters Score -1.223458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 96367 members 
Entering Unmasked Estep 
Score: -12234594.000000 Penalty: 5693.966797
	Iteration 28Q: 3 clusters Score -1.223459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
Score: -12234595.000000 Penalty: 5693.966797
	Iteration 29Q: 3 clusters Score -1.22346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 96364 members 
Entering Unmasked Estep 
Score: -12234592.000000 Penalty: 5693.966797
	Iteration 30Q: 3 clusters Score -1.223459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 96364 members 
Entering Unmasked Estep 
Score: -12234598.000000 Penalty: 5693.966797
	Iteration 31Q: 3 clusters Score -1.22346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 96363 members 
Entering Unmasked Estep 
Score: -12234599.000000 Penalty: 5693.966797
	Iteration 32Q: 3 clusters Score -1.22346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 96363 members 
Entering Unmasked Estep 
Score: -12234599.000000 Penalty: 5693.966797
	Iteration 33F: 3 clusters Score -1.22346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (193359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193359 members 
Entering Unmasked Estep 
Score: -24369796.000000 Penalty: 3018.731445
	Iteration 0F: 2 clusters Score -2.43698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97059 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -24246952.000000 Penalty: 6037.462891
	Iteration 0F: 3 clusters Score -2.424695e+07 nChanged 93261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103660 members 
Mstep: Class 2 contains 89699 members 
Entering Unmasked Estep 
Score: -24302204.000000 Penalty: 6037.462891
	Iteration 1F: 3 clusters Score -2.43022e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107705 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
Score: -24304252.000000 Penalty: 6037.462891
	Iteration 2Q: 3 clusters Score -2.430425e+07 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113833 members 
Mstep: Class 2 contains 79526 members 
Entering Unmasked Estep 
Score: -24307704.000000 Penalty: 6037.462891
	Iteration 3Q: 3 clusters Score -2.43077e+07 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122687 members 
Mstep: Class 2 contains 70672 members 
Entering Unmasked Estep 
Score: -24313276.000000 Penalty: 6037.462891
	Iteration 4F: 3 clusters Score -2.431328e+07 nChanged 13041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134922 members 
Mstep: Class 2 contains 58437 members 
Entering Unmasked Estep 
Score: -24322816.000000 Penalty: 6037.462891
	Iteration 5F: 3 clusters Score -2.432282e+07 nChanged 14924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149438 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -24335808.000000 Penalty: 6037.462891
	Iteration 6F: 3 clusters Score -2.433581e+07 nChanged 14147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163375 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -24349490.000000 Penalty: 6037.462891
	Iteration 7F: 3 clusters Score -2.434949e+07 nChanged 10580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173715 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -24359390.000000 Penalty: 6037.462891
	Iteration 8F: 3 clusters Score -2.435939e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179409 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -24364260.000000 Penalty: 6037.462891
	Iteration 9Q: 3 clusters Score -2.436426e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182179 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -24366442.000000 Penalty: 6037.462891
	Iteration 10Q: 3 clusters Score -2.436644e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183703 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -24367358.000000 Penalty: 6037.462891
	Iteration 11Q: 3 clusters Score -2.436736e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184644 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -24367816.000000 Penalty: 6037.462891
	Iteration 12Q: 3 clusters Score -2.436782e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185340 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -24368022.000000 Penalty: 6037.462891
	Iteration 13Q: 3 clusters Score -2.436802e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185837 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -24368072.000000 Penalty: 6037.462891
	Iteration 14Q: 3 clusters Score -2.436807e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186192 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -24368166.000000 Penalty: 6037.462891
	Iteration 15Q: 3 clusters Score -2.436817e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186485 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -24368120.000000 Penalty: 6037.462891
	Iteration 16Q: 3 clusters Score -2.436812e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186744 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -24368122.000000 Penalty: 6037.462891
	Iteration 17Q: 3 clusters Score -2.436812e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186964 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -24368088.000000 Penalty: 6037.462891
	Iteration 18Q: 3 clusters Score -2.436809e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187153 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -24368046.000000 Penalty: 6037.462891
	Iteration 19Q: 3 clusters Score -2.436805e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187314 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -24368038.000000 Penalty: 6037.462891
	Iteration 20F: 3 clusters Score -2.436804e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187452 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -24368058.000000 Penalty: 6037.462891
	Iteration 21Q: 3 clusters Score -2.436806e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187578 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -24368058.000000 Penalty: 6037.462891
	Iteration 22Q: 3 clusters Score -2.436806e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187698 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -24368086.000000 Penalty: 6037.462891
	Iteration 23Q: 3 clusters Score -2.436809e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187791 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -24368068.000000 Penalty: 6037.462891
	Iteration 24Q: 3 clusters Score -2.436807e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187876 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -24368082.000000 Penalty: 6037.462891
	Iteration 25Q: 3 clusters Score -2.436808e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187944 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -24368112.000000 Penalty: 6037.462891
	Iteration 26Q: 3 clusters Score -2.436811e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188003 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -24368114.000000 Penalty: 6037.462891
	Iteration 27Q: 3 clusters Score -2.436811e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188061 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -24368110.000000 Penalty: 6037.462891
	Iteration 28Q: 3 clusters Score -2.436811e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188113 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -24368102.000000 Penalty: 6037.462891
	Iteration 29Q: 3 clusters Score -2.43681e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188151 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -24368086.000000 Penalty: 6037.462891
	Iteration 30Q: 3 clusters Score -2.436809e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188193 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -24368060.000000 Penalty: 6037.462891
	Iteration 31Q: 3 clusters Score -2.436806e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188235 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -24368028.000000 Penalty: 6037.462891
	Iteration 32Q: 3 clusters Score -2.436803e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188278 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -24368024.000000 Penalty: 6037.462891
	Iteration 33Q: 3 clusters Score -2.436802e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188310 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -24368042.000000 Penalty: 6037.462891
	Iteration 34Q: 3 clusters Score -2.436804e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188336 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -24368038.000000 Penalty: 6037.462891
	Iteration 35Q: 3 clusters Score -2.436804e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188360 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -24368026.000000 Penalty: 6037.462891
	Iteration 36Q: 3 clusters Score -2.436803e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188390 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -24368034.000000 Penalty: 6037.462891
	Iteration 37Q: 3 clusters Score -2.436803e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188410 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -24368004.000000 Penalty: 6037.462891
	Iteration 38Q: 3 clusters Score -2.4368e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188421 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -24368010.000000 Penalty: 6037.462891
	Iteration 39Q: 3 clusters Score -2.436801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188434 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -24367970.000000 Penalty: 6037.462891
	Iteration 40F: 3 clusters Score -2.436797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188446 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -24367976.000000 Penalty: 6037.462891
	Iteration 41Q: 3 clusters Score -2.436798e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188456 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -24367990.000000 Penalty: 6037.462891
	Iteration 42Q: 3 clusters Score -2.436799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188462 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -24367998.000000 Penalty: 6037.462891
	Iteration 43Q: 3 clusters Score -2.4368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188470 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -24368006.000000 Penalty: 6037.462891
	Iteration 44Q: 3 clusters Score -2.436801e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188476 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -24368018.000000 Penalty: 6037.462891
	Iteration 45Q: 3 clusters Score -2.436802e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188488 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -24368024.000000 Penalty: 6037.462891
	Iteration 46Q: 3 clusters Score -2.436802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188490 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -24368032.000000 Penalty: 6037.462891
	Iteration 47Q: 3 clusters Score -2.436803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188497 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -24368024.000000 Penalty: 6037.462891
	Iteration 48Q: 3 clusters Score -2.436802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188500 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -24368012.000000 Penalty: 6037.462891
	Iteration 49Q: 3 clusters Score -2.436801e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188506 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -24368000.000000 Penalty: 6037.462891
	Iteration 50Q: 3 clusters Score -2.4368e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188518 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -24367990.000000 Penalty: 6037.462891
	Iteration 51Q: 3 clusters Score -2.436799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188527 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -24368016.000000 Penalty: 6037.462891
	Iteration 52Q: 3 clusters Score -2.436802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188537 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -24368002.000000 Penalty: 6037.462891
	Iteration 53Q: 3 clusters Score -2.4368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188543 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -24368004.000000 Penalty: 6037.462891
	Iteration 54Q: 3 clusters Score -2.4368e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188554 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -24368010.000000 Penalty: 6037.462891
	Iteration 55Q: 3 clusters Score -2.436801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188558 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -24368006.000000 Penalty: 6037.462891
	Iteration 56Q: 3 clusters Score -2.436801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188565 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -24367976.000000 Penalty: 6037.462891
	Iteration 57Q: 3 clusters Score -2.436798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188574 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -24367976.000000 Penalty: 6037.462891
	Iteration 58Q: 3 clusters Score -2.436798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188581 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -24367988.000000 Penalty: 6037.462891
	Iteration 59Q: 3 clusters Score -2.436799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188588 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -24367980.000000 Penalty: 6037.462891
	Iteration 60F: 3 clusters Score -2.436798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188598 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -24367986.000000 Penalty: 6037.462891
	Iteration 61Q: 3 clusters Score -2.436799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188606 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -24367974.000000 Penalty: 6037.462891
	Iteration 62Q: 3 clusters Score -2.436797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188610 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -24367996.000000 Penalty: 6037.462891
	Iteration 63Q: 3 clusters Score -2.4368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188613 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -24367998.000000 Penalty: 6037.462891
	Iteration 64Q: 3 clusters Score -2.4368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188615 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -24368004.000000 Penalty: 6037.462891
	Iteration 65Q: 3 clusters Score -2.4368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188616 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -24368000.000000 Penalty: 6037.462891
	Iteration 66Q: 3 clusters Score -2.4368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188616 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -24368000.000000 Penalty: 6037.462891
	Iteration 67F: 3 clusters Score -2.4368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Entering Unmasked Estep 
Score: -4075662.750000 Penalty: 2572.207031
	Iteration 0F: 2 clusters Score -4075663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -4053935.500000 Penalty: 5144.414062
	Iteration 0F: 3 clusters Score -4053936 nChanged 14229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -4061803.250000 Penalty: 5144.414062
	Iteration 1F: 3 clusters Score -4061803 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -4062371.000000 Penalty: 5144.414062
	Iteration 2Q: 3 clusters Score -4062371 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -4063075.750000 Penalty: 5144.414062
	Iteration 3Q: 3 clusters Score -4063076 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -4063868.500000 Penalty: 5144.414062
	Iteration 4Q: 3 clusters Score -4063868 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -4064767.500000 Penalty: 5144.414062
	Iteration 5Q: 3 clusters Score -4064768 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -4065862.000000 Penalty: 5144.414062
	Iteration 6F: 3 clusters Score -4065862 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -4067066.500000 Penalty: 5144.414062
	Iteration 7F: 3 clusters Score -4067066 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -4068350.000000 Penalty: 5144.414062
	Iteration 8F: 3 clusters Score -4068350 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -4069482.500000 Penalty: 5144.414062
	Iteration 9F: 3 clusters Score -4069482 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -4070159.000000 Penalty: 5144.414062
	Iteration 10Q: 3 clusters Score -4070159 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -4070480.750000 Penalty: 5144.414062
	Iteration 11Q: 3 clusters Score -4070481 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -4070632.500000 Penalty: 5144.414062
	Iteration 12Q: 3 clusters Score -4070632 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -4070726.750000 Penalty: 5144.414062
	Iteration 13Q: 3 clusters Score -4070727 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -4070778.000000 Penalty: 5144.414062
	Iteration 14Q: 3 clusters Score -4070778 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -4070817.000000 Penalty: 5144.414062
	Iteration 15Q: 3 clusters Score -4070817 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -4070860.500000 Penalty: 5144.414062
	Iteration 16Q: 3 clusters Score -4070860 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -4070894.000000 Penalty: 5144.414062
	Iteration 17Q: 3 clusters Score -4070894 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -4070944.500000 Penalty: 5144.414062
	Iteration 18Q: 3 clusters Score -4070944 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -4071004.000000 Penalty: 5144.414062
	Iteration 19Q: 3 clusters Score -4071004 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -4071043.500000 Penalty: 5144.414062
	Iteration 20F: 3 clusters Score -4071044 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -4071068.250000 Penalty: 5144.414062
	Iteration 21Q: 3 clusters Score -4071068 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -4071093.250000 Penalty: 5144.414062
	Iteration 22Q: 3 clusters Score -4071093 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -4071120.250000 Penalty: 5144.414062
	Iteration 23Q: 3 clusters Score -4071120 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -4071139.000000 Penalty: 5144.414062
	Iteration 24Q: 3 clusters Score -4071139 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -4071188.000000 Penalty: 5144.414062
	Iteration 25Q: 3 clusters Score -4071188 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -4071207.500000 Penalty: 5144.414062
	Iteration 26Q: 3 clusters Score -4071208 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -4071234.500000 Penalty: 5144.414062
	Iteration 27Q: 3 clusters Score -4071234 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -4071264.750000 Penalty: 5144.414062
	Iteration 28Q: 3 clusters Score -4071265 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -4071280.500000 Penalty: 5144.414062
	Iteration 29Q: 3 clusters Score -4071280 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -4071309.250000 Penalty: 5144.414062
	Iteration 30Q: 3 clusters Score -4071309 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -4071332.250000 Penalty: 5144.414062
	Iteration 31Q: 3 clusters Score -4071332 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -4071361.750000 Penalty: 5144.414062
	Iteration 32Q: 3 clusters Score -4071362 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -4071380.000000 Penalty: 5144.414062
	Iteration 33Q: 3 clusters Score -4071380 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -4071394.250000 Penalty: 5144.414062
	Iteration 34Q: 3 clusters Score -4071394 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -4071416.000000 Penalty: 5144.414062
	Iteration 35Q: 3 clusters Score -4071416 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -4071427.250000 Penalty: 5144.414062
	Iteration 36Q: 3 clusters Score -4071427 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -4071446.250000 Penalty: 5144.414062
	Iteration 37Q: 3 clusters Score -4071446 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -4071469.250000 Penalty: 5144.414062
	Iteration 38Q: 3 clusters Score -4071469 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -4071488.750000 Penalty: 5144.414062
	Iteration 39Q: 3 clusters Score -4071489 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -4071507.000000 Penalty: 5144.414062
	Iteration 40F: 3 clusters Score -4071507 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -4071528.750000 Penalty: 5144.414062
	Iteration 41Q: 3 clusters Score -4071529 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -4071534.250000 Penalty: 5144.414062
	Iteration 42Q: 3 clusters Score -4071534 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -4071548.500000 Penalty: 5144.414062
	Iteration 43Q: 3 clusters Score -4071548 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -4071585.750000 Penalty: 5144.414062
	Iteration 44Q: 3 clusters Score -4071586 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -4071618.500000 Penalty: 5144.414062
	Iteration 45Q: 3 clusters Score -4071618 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -4071622.500000 Penalty: 5144.414062
	Iteration 46Q: 3 clusters Score -4071622 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -4071663.500000 Penalty: 5144.414062
	Iteration 47Q: 3 clusters Score -4071664 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -4071686.250000 Penalty: 5144.414062
	Iteration 48Q: 3 clusters Score -4071686 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -4071715.500000 Penalty: 5144.414062
	Iteration 49Q: 3 clusters Score -4071716 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -4071761.250000 Penalty: 5144.414062
	Iteration 50Q: 3 clusters Score -4071761 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -4071793.750000 Penalty: 5144.414062
	Iteration 51Q: 3 clusters Score -4071794 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -4071832.250000 Penalty: 5144.414062
	Iteration 52Q: 3 clusters Score -4071832 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -4071877.000000 Penalty: 5144.414062
	Iteration 53Q: 3 clusters Score -4071877 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -4071938.250000 Penalty: 5144.414062
	Iteration 54Q: 3 clusters Score -4071938 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -4071979.000000 Penalty: 5144.414062
	Iteration 55Q: 3 clusters Score -4071979 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -4072019.000000 Penalty: 5144.414062
	Iteration 56Q: 3 clusters Score -4072019 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -4072066.750000 Penalty: 5144.414062
	Iteration 57Q: 3 clusters Score -4072067 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -4072103.750000 Penalty: 5144.414062
	Iteration 58Q: 3 clusters Score -4072104 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -4072165.500000 Penalty: 5144.414062
	Iteration 59Q: 3 clusters Score -4072166 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -4072192.500000 Penalty: 5144.414062
	Iteration 60F: 3 clusters Score -4072192 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -4072242.750000 Penalty: 5144.414062
	Iteration 61Q: 3 clusters Score -4072243 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -4072299.500000 Penalty: 5144.414062
	Iteration 62Q: 3 clusters Score -4072300 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -4072360.000000 Penalty: 5144.414062
	Iteration 63Q: 3 clusters Score -4072360 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -4072414.250000 Penalty: 5144.414062
	Iteration 64Q: 3 clusters Score -4072414 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -4072447.250000 Penalty: 5144.414062
	Iteration 65Q: 3 clusters Score -4072447 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -4072510.250000 Penalty: 5144.414062
	Iteration 66Q: 3 clusters Score -4072510 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -4072564.250000 Penalty: 5144.414062
	Iteration 67Q: 3 clusters Score -4072564 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -4072623.500000 Penalty: 5144.414062
	Iteration 68Q: 3 clusters Score -4072624 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -4072675.000000 Penalty: 5144.414062
	Iteration 69Q: 3 clusters Score -4072675 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -4072736.250000 Penalty: 5144.414062
	Iteration 70Q: 3 clusters Score -4072736 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -4072778.250000 Penalty: 5144.414062
	Iteration 71Q: 3 clusters Score -4072778 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -4072827.250000 Penalty: 5144.414062
	Iteration 72Q: 3 clusters Score -4072827 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -4072891.750000 Penalty: 5144.414062
	Iteration 73Q: 3 clusters Score -4072892 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -4072927.250000 Penalty: 5144.414062
	Iteration 74Q: 3 clusters Score -4072927 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -4072959.750000 Penalty: 5144.414062
	Iteration 75Q: 3 clusters Score -4072960 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -4072995.500000 Penalty: 5144.414062
	Iteration 76Q: 3 clusters Score -4072996 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -4073047.000000 Penalty: 5144.414062
	Iteration 77Q: 3 clusters Score -4073047 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -4073092.500000 Penalty: 5144.414062
	Iteration 78Q: 3 clusters Score -4073092 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -4073128.250000 Penalty: 5144.414062
	Iteration 79Q: 3 clusters Score -4073128 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -4073155.250000 Penalty: 5144.414062
	Iteration 80F: 3 clusters Score -4073155 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -4073176.000000 Penalty: 5144.414062
	Iteration 81Q: 3 clusters Score -4073176 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -4073200.500000 Penalty: 5144.414062
	Iteration 82Q: 3 clusters Score -4073200 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -4073217.250000 Penalty: 5144.414062
	Iteration 83Q: 3 clusters Score -4073217 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -4073250.500000 Penalty: 5144.414062
	Iteration 84Q: 3 clusters Score -4073250 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -4073284.750000 Penalty: 5144.414062
	Iteration 85Q: 3 clusters Score -4073285 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -4073319.250000 Penalty: 5144.414062
	Iteration 86Q: 3 clusters Score -4073319 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -4073332.750000 Penalty: 5144.414062
	Iteration 87Q: 3 clusters Score -4073333 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -4073349.500000 Penalty: 5144.414062
	Iteration 88Q: 3 clusters Score -4073350 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -4073379.750000 Penalty: 5144.414062
	Iteration 89Q: 3 clusters Score -4073380 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -4073390.000000 Penalty: 5144.414062
	Iteration 90Q: 3 clusters Score -4073390 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -4073421.000000 Penalty: 5144.414062
	Iteration 91Q: 3 clusters Score -4073421 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -4073444.250000 Penalty: 5144.414062
	Iteration 92Q: 3 clusters Score -4073444 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -4073483.500000 Penalty: 5144.414062
	Iteration 93Q: 3 clusters Score -4073484 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -4073507.000000 Penalty: 5144.414062
	Iteration 94Q: 3 clusters Score -4073507 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -4073518.250000 Penalty: 5144.414062
	Iteration 95Q: 3 clusters Score -4073518 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -4073541.250000 Penalty: 5144.414062
	Iteration 96Q: 3 clusters Score -4073541 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -4073562.500000 Penalty: 5144.414062
	Iteration 97Q: 3 clusters Score -4073562 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -4073567.750000 Penalty: 5144.414062
	Iteration 98Q: 3 clusters Score -4073568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -4073583.500000 Penalty: 5144.414062
	Iteration 99Q: 3 clusters Score -4073584 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -4073595.000000 Penalty: 5144.414062
	Iteration 100F: 3 clusters Score -4073595 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -4073600.750000 Penalty: 5144.414062
	Iteration 101Q: 3 clusters Score -4073601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -4073607.500000 Penalty: 5144.414062
	Iteration 102Q: 3 clusters Score -4073608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -4073604.500000 Penalty: 5144.414062
	Iteration 103Q: 3 clusters Score -4073604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -4073613.500000 Penalty: 5144.414062
	Iteration 104Q: 3 clusters Score -4073614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -4073612.000000 Penalty: 5144.414062
	Iteration 105Q: 3 clusters Score -4073612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -4073622.500000 Penalty: 5144.414062
	Iteration 106Q: 3 clusters Score -4073622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -4073624.000000 Penalty: 5144.414062
	Iteration 107Q: 3 clusters Score -4073624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -4073629.750000 Penalty: 5144.414062
	Iteration 108Q: 3 clusters Score -4073630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -4073629.250000 Penalty: 5144.414062
	Iteration 109Q: 3 clusters Score -4073629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -4073630.500000 Penalty: 5144.414062
	Iteration 110Q: 3 clusters Score -4073630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -4073635.750000 Penalty: 5144.414062
	Iteration 111Q: 3 clusters Score -4073636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -4073632.000000 Penalty: 5144.414062
	Iteration 112Q: 3 clusters Score -4073632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -4073634.250000 Penalty: 5144.414062
	Iteration 113Q: 3 clusters Score -4073634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -4073634.250000 Penalty: 5144.414062
	Iteration 114F: 3 clusters Score -4073634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Entering Unmasked Estep 
Score: -1231953.500000 Penalty: 2274.169678
	Iteration 0F: 2 clusters Score -1231954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1224568.000000 Penalty: 4548.339355
	Iteration 0F: 3 clusters Score -1224568 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1226627.750000 Penalty: 4548.339355
	Iteration 1F: 3 clusters Score -1226628 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1226917.750000 Penalty: 4548.339355
	Iteration 2F: 3 clusters Score -1226918 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1227102.375000 Penalty: 4548.339355
	Iteration 3Q: 3 clusters Score -1227102 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1227209.250000 Penalty: 4548.339355
	Iteration 4Q: 3 clusters Score -1227209 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1227298.750000 Penalty: 4548.339355
	Iteration 5Q: 3 clusters Score -1227299 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1227374.625000 Penalty: 4548.339355
	Iteration 6Q: 3 clusters Score -1227375 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1227440.375000 Penalty: 4548.339355
	Iteration 7Q: 3 clusters Score -1227440 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1227500.125000 Penalty: 4548.339355
	Iteration 8Q: 3 clusters Score -1227500 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1227571.875000 Penalty: 4548.339355
	Iteration 9Q: 3 clusters Score -1227572 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1227633.875000 Penalty: 4548.339355
	Iteration 10Q: 3 clusters Score -1227634 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1227708.125000 Penalty: 4548.339355
	Iteration 11Q: 3 clusters Score -1227708 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1227785.750000 Penalty: 4548.339355
	Iteration 12Q: 3 clusters Score -1227786 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1227871.500000 Penalty: 4548.339355
	Iteration 13Q: 3 clusters Score -1227872 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1227959.625000 Penalty: 4548.339355
	Iteration 14Q: 3 clusters Score -1227960 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1228042.500000 Penalty: 4548.339355
	Iteration 15Q: 3 clusters Score -1228042 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1228132.375000 Penalty: 4548.339355
	Iteration 16Q: 3 clusters Score -1228132 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1228226.750000 Penalty: 4548.339355
	Iteration 17Q: 3 clusters Score -1228227 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1228324.875000 Penalty: 4548.339355
	Iteration 18Q: 3 clusters Score -1228325 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1228419.375000 Penalty: 4548.339355
	Iteration 19Q: 3 clusters Score -1228419 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1228511.500000 Penalty: 4548.339355
	Iteration 20F: 3 clusters Score -1228512 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1228612.625000 Penalty: 4548.339355
	Iteration 21Q: 3 clusters Score -1228613 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1228731.375000 Penalty: 4548.339355
	Iteration 22Q: 3 clusters Score -1228731 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1228826.000000 Penalty: 4548.339355
	Iteration 23Q: 3 clusters Score -1228826 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1228910.250000 Penalty: 4548.339355
	Iteration 24Q: 3 clusters Score -1228910 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1228974.500000 Penalty: 4548.339355
	Iteration 25Q: 3 clusters Score -1228974 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1229044.750000 Penalty: 4548.339355
	Iteration 26Q: 3 clusters Score -1229045 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1229112.375000 Penalty: 4548.339355
	Iteration 27Q: 3 clusters Score -1229112 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1229171.000000 Penalty: 4548.339355
	Iteration 28Q: 3 clusters Score -1229171 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1229217.875000 Penalty: 4548.339355
	Iteration 29Q: 3 clusters Score -1229218 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1229248.375000 Penalty: 4548.339355
	Iteration 30Q: 3 clusters Score -1229248 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1229275.625000 Penalty: 4548.339355
	Iteration 31Q: 3 clusters Score -1229276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1229291.750000 Penalty: 4548.339355
	Iteration 32Q: 3 clusters Score -1229292 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1229314.875000 Penalty: 4548.339355
	Iteration 33Q: 3 clusters Score -1229315 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1229337.250000 Penalty: 4548.339355
	Iteration 34Q: 3 clusters Score -1229337 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1229359.875000 Penalty: 4548.339355
	Iteration 35Q: 3 clusters Score -1229360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1229379.500000 Penalty: 4548.339355
	Iteration 36Q: 3 clusters Score -1229380 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1229396.125000 Penalty: 4548.339355
	Iteration 37Q: 3 clusters Score -1229396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1229409.625000 Penalty: 4548.339355
	Iteration 38Q: 3 clusters Score -1229410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1229427.500000 Penalty: 4548.339355
	Iteration 39Q: 3 clusters Score -1229428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1229437.625000 Penalty: 4548.339355
	Iteration 40F: 3 clusters Score -1229438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1229445.875000 Penalty: 4548.339355
	Iteration 41Q: 3 clusters Score -1229446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1229464.375000 Penalty: 4548.339355
	Iteration 42Q: 3 clusters Score -1229464 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1229481.750000 Penalty: 4548.339355
	Iteration 43Q: 3 clusters Score -1229482 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1229503.875000 Penalty: 4548.339355
	Iteration 44Q: 3 clusters Score -1229504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1229518.250000 Penalty: 4548.339355
	Iteration 45Q: 3 clusters Score -1229518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1229533.625000 Penalty: 4548.339355
	Iteration 46Q: 3 clusters Score -1229534 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1229552.375000 Penalty: 4548.339355
	Iteration 47Q: 3 clusters Score -1229552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1229566.750000 Penalty: 4548.339355
	Iteration 48Q: 3 clusters Score -1229567 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1229587.250000 Penalty: 4548.339355
	Iteration 49Q: 3 clusters Score -1229587 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1229604.750000 Penalty: 4548.339355
	Iteration 50Q: 3 clusters Score -1229605 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1229617.125000 Penalty: 4548.339355
	Iteration 51Q: 3 clusters Score -1229617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1229637.250000 Penalty: 4548.339355
	Iteration 52Q: 3 clusters Score -1229637 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1229657.625000 Penalty: 4548.339355
	Iteration 53Q: 3 clusters Score -1229658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1229671.250000 Penalty: 4548.339355
	Iteration 54Q: 3 clusters Score -1229671 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1229693.625000 Penalty: 4548.339355
	Iteration 55Q: 3 clusters Score -1229694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1229709.250000 Penalty: 4548.339355
	Iteration 56Q: 3 clusters Score -1229709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1229731.500000 Penalty: 4548.339355
	Iteration 57Q: 3 clusters Score -1229732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1229753.750000 Penalty: 4548.339355
	Iteration 58Q: 3 clusters Score -1229754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1229773.000000 Penalty: 4548.339355
	Iteration 59Q: 3 clusters Score -1229773 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1229790.750000 Penalty: 4548.339355
	Iteration 60F: 3 clusters Score -1229791 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1229797.375000 Penalty: 4548.339355
	Iteration 61Q: 3 clusters Score -1229797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1229811.625000 Penalty: 4548.339355
	Iteration 62Q: 3 clusters Score -1229812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1229831.375000 Penalty: 4548.339355
	Iteration 63Q: 3 clusters Score -1229831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1229839.500000 Penalty: 4548.339355
	Iteration 64Q: 3 clusters Score -1229840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1229849.750000 Penalty: 4548.339355
	Iteration 65Q: 3 clusters Score -1229850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1229854.625000 Penalty: 4548.339355
	Iteration 66Q: 3 clusters Score -1229855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1229860.250000 Penalty: 4548.339355
	Iteration 67Q: 3 clusters Score -1229860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1229862.250000 Penalty: 4548.339355
	Iteration 68Q: 3 clusters Score -1229862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1229864.750000 Penalty: 4548.339355
	Iteration 69Q: 3 clusters Score -1229865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1229868.375000 Penalty: 4548.339355
	Iteration 70Q: 3 clusters Score -1229868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1229871.750000 Penalty: 4548.339355
	Iteration 71Q: 3 clusters Score -1229872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1229876.875000 Penalty: 4548.339355
	Iteration 72Q: 3 clusters Score -1229877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1229878.250000 Penalty: 4548.339355
	Iteration 73Q: 3 clusters Score -1229878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1229880.750000 Penalty: 4548.339355
	Iteration 74Q: 3 clusters Score -1229881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1229885.250000 Penalty: 4548.339355
	Iteration 75Q: 3 clusters Score -1229885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1229888.750000 Penalty: 4548.339355
	Iteration 76Q: 3 clusters Score -1229889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1229890.000000 Penalty: 4548.339355
	Iteration 77Q: 3 clusters Score -1229890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1229891.250000 Penalty: 4548.339355
	Iteration 78Q: 3 clusters Score -1229891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1229898.125000 Penalty: 4548.339355
	Iteration 79Q: 3 clusters Score -1229898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1229903.125000 Penalty: 4548.339355
	Iteration 80F: 3 clusters Score -1229903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1229903.125000 Penalty: 4548.339355
	Iteration 81Q: 3 clusters Score -1229903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1229910.000000 Penalty: 4548.339355
	Iteration 82Q: 3 clusters Score -1229910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1229914.750000 Penalty: 4548.339355
	Iteration 83Q: 3 clusters Score -1229915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1229916.500000 Penalty: 4548.339355
	Iteration 84Q: 3 clusters Score -1229916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1229922.500000 Penalty: 4548.339355
	Iteration 85Q: 3 clusters Score -1229922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1229931.750000 Penalty: 4548.339355
	Iteration 86Q: 3 clusters Score -1229932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1229939.125000 Penalty: 4548.339355
	Iteration 87Q: 3 clusters Score -1229939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1229948.125000 Penalty: 4548.339355
	Iteration 88Q: 3 clusters Score -1229948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1229954.500000 Penalty: 4548.339355
	Iteration 89Q: 3 clusters Score -1229954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1229966.125000 Penalty: 4548.339355
	Iteration 90Q: 3 clusters Score -1229966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1229976.375000 Penalty: 4548.339355
	Iteration 91Q: 3 clusters Score -1229976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1229988.000000 Penalty: 4548.339355
	Iteration 92Q: 3 clusters Score -1229988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1229998.000000 Penalty: 4548.339355
	Iteration 93Q: 3 clusters Score -1229998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1230004.125000 Penalty: 4548.339355
	Iteration 94Q: 3 clusters Score -1230004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1230004.750000 Penalty: 4548.339355
	Iteration 95Q: 3 clusters Score -1230005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1230007.000000 Penalty: 4548.339355
	Iteration 96Q: 3 clusters Score -1230007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1230007.375000 Penalty: 4548.339355
	Iteration 97Q: 3 clusters Score -1230007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1230007.375000 Penalty: 4548.339355
	Iteration 98F: 3 clusters Score -1230007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Entering Unmasked Estep 
Score: -3334574.000000 Penalty: 2535.392822
	Iteration 0F: 2 clusters Score -3334574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3315720.500000 Penalty: 5070.785645
	Iteration 0F: 3 clusters Score -3315720 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3322254.750000 Penalty: 5070.785645
	Iteration 1F: 3 clusters Score -3322255 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -3322701.000000 Penalty: 5070.785645
	Iteration 2F: 3 clusters Score -3322701 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -3323105.500000 Penalty: 5070.785645
	Iteration 3Q: 3 clusters Score -3323106 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -3323512.750000 Penalty: 5070.785645
	Iteration 4Q: 3 clusters Score -3323513 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3323956.750000 Penalty: 5070.785645
	Iteration 5Q: 3 clusters Score -3323957 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -3324451.250000 Penalty: 5070.785645
	Iteration 6Q: 3 clusters Score -3324451 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -3325020.750000 Penalty: 5070.785645
	Iteration 7Q: 3 clusters Score -3325021 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -3325740.750000 Penalty: 5070.785645
	Iteration 8F: 3 clusters Score -3325741 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -3326545.250000 Penalty: 5070.785645
	Iteration 9F: 3 clusters Score -3326545 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3327451.500000 Penalty: 5070.785645
	Iteration 10F: 3 clusters Score -3327452 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -3328343.500000 Penalty: 5070.785645
	Iteration 11F: 3 clusters Score -3328344 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -3329149.000000 Penalty: 5070.785645
	Iteration 12F: 3 clusters Score -3329149 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -3329758.000000 Penalty: 5070.785645
	Iteration 13Q: 3 clusters Score -3329758 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3330292.000000 Penalty: 5070.785645
	Iteration 14Q: 3 clusters Score -3330292 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3330833.250000 Penalty: 5070.785645
	Iteration 15Q: 3 clusters Score -3330833 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3331452.250000 Penalty: 5070.785645
	Iteration 16Q: 3 clusters Score -3331452 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3332112.500000 Penalty: 5070.785645
	Iteration 17Q: 3 clusters Score -3332112 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3332789.750000 Penalty: 5070.785645
	Iteration 18Q: 3 clusters Score -3332790 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3333297.750000 Penalty: 5070.785645
	Iteration 19Q: 3 clusters Score -3333298 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3333571.250000 Penalty: 5070.785645
	Iteration 20F: 3 clusters Score -3333571 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3333676.750000 Penalty: 5070.785645
	Iteration 21Q: 3 clusters Score -3333677 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3333728.500000 Penalty: 5070.785645
	Iteration 22Q: 3 clusters Score -3333728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3333754.750000 Penalty: 5070.785645
	Iteration 23Q: 3 clusters Score -3333755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3333759.000000 Penalty: 5070.785645
	Iteration 24Q: 3 clusters Score -3333759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3333761.750000 Penalty: 5070.785645
	Iteration 25Q: 3 clusters Score -3333762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3333772.000000 Penalty: 5070.785645
	Iteration 26Q: 3 clusters Score -3333772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3333778.000000 Penalty: 5070.785645
	Iteration 27Q: 3 clusters Score -3333778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3333781.000000 Penalty: 5070.785645
	Iteration 28Q: 3 clusters Score -3333781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3333784.250000 Penalty: 5070.785645
	Iteration 29Q: 3 clusters Score -3333784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3333782.750000 Penalty: 5070.785645
	Iteration 30Q: 3 clusters Score -3333783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3333779.750000 Penalty: 5070.785645
	Iteration 31Q: 3 clusters Score -3333780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3333779.750000 Penalty: 5070.785645
	Iteration 32F: 3 clusters Score -3333780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -89021.203125 Penalty: 1687.269287
	Iteration 0F: 2 clusters Score -89021.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -87302.460938 Penalty: 3374.538574
	Iteration 0F: 3 clusters Score -87302.46 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88020.843750 Penalty: 3374.538574
	Iteration 1F: 3 clusters Score -88020.84 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -88546.812500 Penalty: 3374.538574
	Iteration 2F: 3 clusters Score -88546.81 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88875.148438 Penalty: 3374.538574
	Iteration 3F: 3 clusters Score -88875.15 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -89057.242188 Penalty: 3374.538574
	Iteration 4F: 3 clusters Score -89057.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -89145.062500 Penalty: 3374.538574
	Iteration 5Q: 3 clusters Score -89145.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -89228.648438 Penalty: 3374.538574
	Iteration 6Q: 3 clusters Score -89228.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -89296.726562 Penalty: 3374.538574
	Iteration 7Q: 3 clusters Score -89296.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -89335.953125 Penalty: 3374.538574
	Iteration 8Q: 3 clusters Score -89335.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -89353.171875 Penalty: 3374.538574
	Iteration 9Q: 3 clusters Score -89353.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -89371.859375 Penalty: 3374.538574
	Iteration 10Q: 3 clusters Score -89371.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -89486.875000 Penalty: 3374.538574
	Iteration 11Q: 3 clusters Score -89486.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -89722.117188 Penalty: 3374.538574
	Iteration 12Q: 3 clusters Score -89722.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -89727.171875 Penalty: 3374.538574
	Iteration 13Q: 3 clusters Score -89727.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -89728.945312 Penalty: 3374.538574
	Iteration 14Q: 3 clusters Score -89728.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -89728.945312 Penalty: 3374.538574
	Iteration 15F: 3 clusters Score -89728.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1853 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 96739 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 193359 members 
Mstep: Class 5 contains 31946 members 
Mstep: Class 6 contains 9605 members 
Mstep: Class 7 contains 27539 members 
Mstep: Class 9 contains 472 members 
Mstep: Class 12 contains 305921 members 
Mstep: Class 17 contains 161828 members 
Mstep: Class 18 contains 5696 members 
Mstep: Class 19 contains 47550 members 
Mstep: Class 20 contains 68309 members 
Entering Unmasked Estep 
Score: -119058224.000000 Penalty: 44426.281250
Splitting cluster 9 changes total score from -119058224.000000 to -119058224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (305921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305921 members 
Entering Unmasked Estep 
Score: -38337592.000000 Penalty: 3132.508545
	Iteration 0F: 2 clusters Score -3.833759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152994 members 
Mstep: Class 2 contains 152927 members 
Entering Unmasked Estep 
Score: -38154624.000000 Penalty: 6265.017090
	Iteration 0F: 3 clusters Score -3.815462e+07 nChanged 148582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154160 members 
Mstep: Class 2 contains 151761 members 
Entering Unmasked Estep 
Score: -38241424.000000 Penalty: 6265.017090
	Iteration 1F: 3 clusters Score -3.824142e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154445 members 
Mstep: Class 2 contains 151476 members 
Entering Unmasked Estep 
Score: -38242176.000000 Penalty: 6265.017090
	Iteration 2Q: 3 clusters Score -3.824218e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154835 members 
Mstep: Class 2 contains 151086 members 
Entering Unmasked Estep 
Score: -38243064.000000 Penalty: 6265.017090
	Iteration 3Q: 3 clusters Score -3.824306e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155417 members 
Mstep: Class 2 contains 150504 members 
Entering Unmasked Estep 
Score: -38244140.000000 Penalty: 6265.017090
	Iteration 4Q: 3 clusters Score -3.824414e+07 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156324 members 
Mstep: Class 2 contains 149597 members 
Entering Unmasked Estep 
Score: -38245504.000000 Penalty: 6265.017090
	Iteration 5Q: 3 clusters Score -3.82455e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157713 members 
Mstep: Class 2 contains 148208 members 
Entering Unmasked Estep 
Score: -38246740.000000 Penalty: 6265.017090
	Iteration 6Q: 3 clusters Score -3.824674e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160015 members 
Mstep: Class 2 contains 145906 members 
Entering Unmasked Estep 
Score: -38248252.000000 Penalty: 6265.017090
	Iteration 7Q: 3 clusters Score -3.824825e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163583 members 
Mstep: Class 2 contains 142338 members 
Entering Unmasked Estep 
Score: -38250372.000000 Penalty: 6265.017090
	Iteration 8Q: 3 clusters Score -3.825037e+07 nChanged 9708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168971 members 
Mstep: Class 2 contains 136950 members 
Entering Unmasked Estep 
Score: -38253200.000000 Penalty: 6265.017090
	Iteration 9Q: 3 clusters Score -3.82532e+07 nChanged 11665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176646 members 
Mstep: Class 2 contains 129275 members 
Entering Unmasked Estep 
Score: -38257548.000000 Penalty: 6265.017090
	Iteration 10Q: 3 clusters Score -3.825755e+07 nChanged 14331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186939 members 
Mstep: Class 2 contains 118982 members 
Entering Unmasked Estep 
Score: -38264184.000000 Penalty: 6265.017090
	Iteration 11Q: 3 clusters Score -3.826418e+07 nChanged 17057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199186 members 
Mstep: Class 2 contains 106735 members 
Entering Unmasked Estep 
Score: -38273484.000000 Penalty: 6265.017090
	Iteration 12F: 3 clusters Score -3.827348e+07 nChanged 18557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211479 members 
Mstep: Class 2 contains 94442 members 
Entering Unmasked Estep 
Score: -38285024.000000 Penalty: 6265.017090
	Iteration 13F: 3 clusters Score -3.828502e+07 nChanged 17782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220649 members 
Mstep: Class 2 contains 85272 members 
Entering Unmasked Estep 
Score: -38296096.000000 Penalty: 6265.017090
	Iteration 14F: 3 clusters Score -3.82961e+07 nChanged 15199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225734 members 
Mstep: Class 2 contains 80187 members 
Entering Unmasked Estep 
Score: -38304180.000000 Penalty: 6265.017090
	Iteration 15Q: 3 clusters Score -3.830418e+07 nChanged 10974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228228 members 
Mstep: Class 2 contains 77693 members 
Entering Unmasked Estep 
Score: -38307744.000000 Penalty: 6265.017090
	Iteration 16Q: 3 clusters Score -3.830774e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229942 members 
Mstep: Class 2 contains 75979 members 
Entering Unmasked Estep 
Score: -38308688.000000 Penalty: 6265.017090
	Iteration 17Q: 3 clusters Score -3.830869e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231558 members 
Mstep: Class 2 contains 74363 members 
Entering Unmasked Estep 
Score: -38309156.000000 Penalty: 6265.017090
	Iteration 18Q: 3 clusters Score -3.830916e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233018 members 
Mstep: Class 2 contains 72903 members 
Entering Unmasked Estep 
Score: -38309272.000000 Penalty: 6265.017090
	Iteration 19Q: 3 clusters Score -3.830927e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234458 members 
Mstep: Class 2 contains 71463 members 
Entering Unmasked Estep 
Score: -38309408.000000 Penalty: 6265.017090
	Iteration 20F: 3 clusters Score -3.830941e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235781 members 
Mstep: Class 2 contains 70140 members 
Entering Unmasked Estep 
Score: -38309616.000000 Penalty: 6265.017090
	Iteration 21Q: 3 clusters Score -3.830962e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236996 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -38309696.000000 Penalty: 6265.017090
	Iteration 22Q: 3 clusters Score -3.83097e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238114 members 
Mstep: Class 2 contains 67807 members 
Entering Unmasked Estep 
Score: -38309884.000000 Penalty: 6265.017090
	Iteration 23Q: 3 clusters Score -3.830988e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239228 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -38310408.000000 Penalty: 6265.017090
	Iteration 24Q: 3 clusters Score -3.831041e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240301 members 
Mstep: Class 2 contains 65620 members 
Entering Unmasked Estep 
Score: -38310696.000000 Penalty: 6265.017090
	Iteration 25Q: 3 clusters Score -3.83107e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241322 members 
Mstep: Class 2 contains 64599 members 
Entering Unmasked Estep 
Score: -38311040.000000 Penalty: 6265.017090
	Iteration 26Q: 3 clusters Score -3.831104e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242262 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
Score: -38311536.000000 Penalty: 6265.017090
	Iteration 27Q: 3 clusters Score -3.831154e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243189 members 
Mstep: Class 2 contains 62732 members 
Entering Unmasked Estep 
Score: -38311924.000000 Penalty: 6265.017090
	Iteration 28Q: 3 clusters Score -3.831192e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244111 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -38312412.000000 Penalty: 6265.017090
	Iteration 29Q: 3 clusters Score -3.831241e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244949 members 
Mstep: Class 2 contains 60972 members 
Entering Unmasked Estep 
Score: -38312752.000000 Penalty: 6265.017090
	Iteration 30Q: 3 clusters Score -3.831275e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245775 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -38313236.000000 Penalty: 6265.017090
	Iteration 31Q: 3 clusters Score -3.831324e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246482 members 
Mstep: Class 2 contains 59439 members 
Entering Unmasked Estep 
Score: -38313712.000000 Penalty: 6265.017090
	Iteration 32Q: 3 clusters Score -3.831371e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247136 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -38314064.000000 Penalty: 6265.017090
	Iteration 33Q: 3 clusters Score -3.831406e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247800 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -38314500.000000 Penalty: 6265.017090
	Iteration 34Q: 3 clusters Score -3.83145e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248509 members 
Mstep: Class 2 contains 57412 members 
Entering Unmasked Estep 
Score: -38315060.000000 Penalty: 6265.017090
	Iteration 35Q: 3 clusters Score -3.831506e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249283 members 
Mstep: Class 2 contains 56638 members 
Entering Unmasked Estep 
Score: -38315688.000000 Penalty: 6265.017090
	Iteration 36Q: 3 clusters Score -3.831569e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250091 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -38316584.000000 Penalty: 6265.017090
	Iteration 37Q: 3 clusters Score -3.831658e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250881 members 
Mstep: Class 2 contains 55040 members 
Entering Unmasked Estep 
Score: -38317296.000000 Penalty: 6265.017090
	Iteration 38Q: 3 clusters Score -3.83173e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251661 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -38317908.000000 Penalty: 6265.017090
	Iteration 39Q: 3 clusters Score -3.831791e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252443 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -38318468.000000 Penalty: 6265.017090
	Iteration 40F: 3 clusters Score -3.831847e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253265 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -38319292.000000 Penalty: 6265.017090
	Iteration 41Q: 3 clusters Score -3.831929e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254077 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -38320216.000000 Penalty: 6265.017090
	Iteration 42Q: 3 clusters Score -3.832022e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254959 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -38320972.000000 Penalty: 6265.017090
	Iteration 43Q: 3 clusters Score -3.832097e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255844 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -38321796.000000 Penalty: 6265.017090
	Iteration 44Q: 3 clusters Score -3.83218e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256741 members 
Mstep: Class 2 contains 49180 members 
Entering Unmasked Estep 
Score: -38322536.000000 Penalty: 6265.017090
	Iteration 45Q: 3 clusters Score -3.832254e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257712 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -38323632.000000 Penalty: 6265.017090
	Iteration 46Q: 3 clusters Score -3.832363e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258763 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -38324492.000000 Penalty: 6265.017090
	Iteration 47Q: 3 clusters Score -3.832449e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259818 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -38325324.000000 Penalty: 6265.017090
	Iteration 48Q: 3 clusters Score -3.832532e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260923 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -38326112.000000 Penalty: 6265.017090
	Iteration 49Q: 3 clusters Score -3.832611e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262010 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -38326704.000000 Penalty: 6265.017090
	Iteration 50Q: 3 clusters Score -3.83267e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263160 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -38327408.000000 Penalty: 6265.017090
	Iteration 51Q: 3 clusters Score -3.832741e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264419 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -38328168.000000 Penalty: 6265.017090
	Iteration 52Q: 3 clusters Score -3.832817e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265667 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -38328864.000000 Penalty: 6265.017090
	Iteration 53Q: 3 clusters Score -3.832886e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266919 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -38329700.000000 Penalty: 6265.017090
	Iteration 54Q: 3 clusters Score -3.83297e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268135 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -38330308.000000 Penalty: 6265.017090
	Iteration 55Q: 3 clusters Score -3.833031e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269338 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -38331020.000000 Penalty: 6265.017090
	Iteration 56Q: 3 clusters Score -3.833102e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270540 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -38331532.000000 Penalty: 6265.017090
	Iteration 57Q: 3 clusters Score -3.833153e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271760 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -38331944.000000 Penalty: 6265.017090
	Iteration 58Q: 3 clusters Score -3.833194e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272927 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -38332336.000000 Penalty: 6265.017090
	Iteration 59Q: 3 clusters Score -3.833234e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274058 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -38332604.000000 Penalty: 6265.017090
	Iteration 60F: 3 clusters Score -3.83326e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275140 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -38332796.000000 Penalty: 6265.017090
	Iteration 61Q: 3 clusters Score -3.83328e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276197 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -38333160.000000 Penalty: 6265.017090
	Iteration 62Q: 3 clusters Score -3.833316e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277241 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -38333452.000000 Penalty: 6265.017090
	Iteration 63Q: 3 clusters Score -3.833345e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278278 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -38333652.000000 Penalty: 6265.017090
	Iteration 64Q: 3 clusters Score -3.833365e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279274 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -38333780.000000 Penalty: 6265.017090
	Iteration 65Q: 3 clusters Score -3.833378e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280265 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -38334028.000000 Penalty: 6265.017090
	Iteration 66Q: 3 clusters Score -3.833403e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281288 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -38334360.000000 Penalty: 6265.017090
	Iteration 67Q: 3 clusters Score -3.833436e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282295 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -38334572.000000 Penalty: 6265.017090
	Iteration 68Q: 3 clusters Score -3.833457e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283298 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -38334944.000000 Penalty: 6265.017090
	Iteration 69Q: 3 clusters Score -3.833494e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284290 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -38335184.000000 Penalty: 6265.017090
	Iteration 70Q: 3 clusters Score -3.833518e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285281 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -38335336.000000 Penalty: 6265.017090
	Iteration 71Q: 3 clusters Score -3.833534e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286220 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -38335476.000000 Penalty: 6265.017090
	Iteration 72Q: 3 clusters Score -3.833548e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287159 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -38335696.000000 Penalty: 6265.017090
	Iteration 73Q: 3 clusters Score -3.83357e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288090 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -38335928.000000 Penalty: 6265.017090
	Iteration 74Q: 3 clusters Score -3.833593e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289046 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -38336056.000000 Penalty: 6265.017090
	Iteration 75Q: 3 clusters Score -3.833606e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289962 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -38335948.000000 Penalty: 6265.017090
	Iteration 76Q: 3 clusters Score -3.833595e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290828 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -38336008.000000 Penalty: 6265.017090
	Iteration 77Q: 3 clusters Score -3.833601e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291652 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -38335976.000000 Penalty: 6265.017090
	Iteration 78Q: 3 clusters Score -3.833598e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292495 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -38335932.000000 Penalty: 6265.017090
	Iteration 79Q: 3 clusters Score -3.833593e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293283 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -38335964.000000 Penalty: 6265.017090
	Iteration 80F: 3 clusters Score -3.833596e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294086 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -38336056.000000 Penalty: 6265.017090
	Iteration 81Q: 3 clusters Score -3.833606e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294877 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -38336276.000000 Penalty: 6265.017090
	Iteration 82Q: 3 clusters Score -3.833628e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295650 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -38336548.000000 Penalty: 6265.017090
	Iteration 83Q: 3 clusters Score -3.833655e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296371 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -38336644.000000 Penalty: 6265.017090
	Iteration 84Q: 3 clusters Score -3.833664e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297051 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -38336624.000000 Penalty: 6265.017090
	Iteration 85Q: 3 clusters Score -3.833662e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297750 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -38336684.000000 Penalty: 6265.017090
	Iteration 86Q: 3 clusters Score -3.833668e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298393 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -38336716.000000 Penalty: 6265.017090
	Iteration 87Q: 3 clusters Score -3.833672e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299023 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -38336616.000000 Penalty: 6265.017090
	Iteration 88Q: 3 clusters Score -3.833662e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299599 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -38336588.000000 Penalty: 6265.017090
	Iteration 89Q: 3 clusters Score -3.833659e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300146 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -38336372.000000 Penalty: 6265.017090
	Iteration 90Q: 3 clusters Score -3.833637e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300684 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -38336232.000000 Penalty: 6265.017090
	Iteration 91Q: 3 clusters Score -3.833623e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301163 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -38336028.000000 Penalty: 6265.017090
	Iteration 92Q: 3 clusters Score -3.833603e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301620 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -38336080.000000 Penalty: 6265.017090
	Iteration 93Q: 3 clusters Score -3.833608e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302015 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -38336040.000000 Penalty: 6265.017090
	Iteration 94Q: 3 clusters Score -3.833604e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302392 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -38335972.000000 Penalty: 6265.017090
	Iteration 95Q: 3 clusters Score -3.833597e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302743 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -38335892.000000 Penalty: 6265.017090
	Iteration 96Q: 3 clusters Score -3.833589e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303044 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -38335900.000000 Penalty: 6265.017090
	Iteration 97Q: 3 clusters Score -3.83359e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303300 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -38335852.000000 Penalty: 6265.017090
	Iteration 98Q: 3 clusters Score -3.833585e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303519 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -38335748.000000 Penalty: 6265.017090
	Iteration 99Q: 3 clusters Score -3.833575e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303720 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -38335648.000000 Penalty: 6265.017090
	Iteration 100F: 3 clusters Score -3.833565e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303874 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -38335664.000000 Penalty: 6265.017090
	Iteration 101Q: 3 clusters Score -3.833566e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304016 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -38335620.000000 Penalty: 6265.017090
	Iteration 102Q: 3 clusters Score -3.833562e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304148 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -38335624.000000 Penalty: 6265.017090
	Iteration 103Q: 3 clusters Score -3.833562e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304268 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -38335676.000000 Penalty: 6265.017090
	Iteration 104Q: 3 clusters Score -3.833568e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304377 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -38335700.000000 Penalty: 6265.017090
	Iteration 105Q: 3 clusters Score -3.83357e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304470 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -38335668.000000 Penalty: 6265.017090
	Iteration 106Q: 3 clusters Score -3.833567e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304542 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -38335644.000000 Penalty: 6265.017090
	Iteration 107Q: 3 clusters Score -3.833564e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304616 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -38335600.000000 Penalty: 6265.017090
	Iteration 108Q: 3 clusters Score -3.83356e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304670 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -38335596.000000 Penalty: 6265.017090
	Iteration 109Q: 3 clusters Score -3.83356e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304711 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -38335600.000000 Penalty: 6265.017090
	Iteration 110Q: 3 clusters Score -3.83356e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304749 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -38335572.000000 Penalty: 6265.017090
	Iteration 111Q: 3 clusters Score -3.833557e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304791 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -38335588.000000 Penalty: 6265.017090
	Iteration 112Q: 3 clusters Score -3.833559e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304825 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -38335632.000000 Penalty: 6265.017090
	Iteration 113Q: 3 clusters Score -3.833563e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304850 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -38335636.000000 Penalty: 6265.017090
	Iteration 114Q: 3 clusters Score -3.833564e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304874 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -38335616.000000 Penalty: 6265.017090
	Iteration 115Q: 3 clusters Score -3.833562e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304892 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -38335564.000000 Penalty: 6265.017090
	Iteration 116Q: 3 clusters Score -3.833556e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304912 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -38335596.000000 Penalty: 6265.017090
	Iteration 117Q: 3 clusters Score -3.83356e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304937 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -38335588.000000 Penalty: 6265.017090
	Iteration 118Q: 3 clusters Score -3.833559e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304956 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -38335580.000000 Penalty: 6265.017090
	Iteration 119Q: 3 clusters Score -3.833558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304972 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -38335604.000000 Penalty: 6265.017090
	Iteration 120F: 3 clusters Score -3.83356e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304987 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -38335556.000000 Penalty: 6265.017090
	Iteration 121Q: 3 clusters Score -3.833556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304997 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -38335536.000000 Penalty: 6265.017090
	Iteration 122Q: 3 clusters Score -3.833554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304999 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -38335532.000000 Penalty: 6265.017090
	Iteration 123Q: 3 clusters Score -3.833553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305002 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -38335540.000000 Penalty: 6265.017090
	Iteration 124Q: 3 clusters Score -3.833554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305008 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -38335520.000000 Penalty: 6265.017090
	Iteration 125Q: 3 clusters Score -3.833552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305013 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -38335524.000000 Penalty: 6265.017090
	Iteration 126Q: 3 clusters Score -3.833552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305016 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -38335500.000000 Penalty: 6265.017090
	Iteration 127Q: 3 clusters Score -3.83355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305018 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -38335492.000000 Penalty: 6265.017090
	Iteration 128Q: 3 clusters Score -3.833549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305019 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -38335508.000000 Penalty: 6265.017090
	Iteration 129Q: 3 clusters Score -3.833551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305022 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -38335480.000000 Penalty: 6265.017090
	Iteration 130Q: 3 clusters Score -3.833548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305025 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -38335492.000000 Penalty: 6265.017090
	Iteration 131Q: 3 clusters Score -3.833549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305028 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -38335508.000000 Penalty: 6265.017090
	Iteration 132Q: 3 clusters Score -3.833551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305030 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -38335488.000000 Penalty: 6265.017090
	Iteration 133Q: 3 clusters Score -3.833549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305031 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -38335480.000000 Penalty: 6265.017090
	Iteration 134Q: 3 clusters Score -3.833548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305031 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -38335480.000000 Penalty: 6265.017090
	Iteration 135F: 3 clusters Score -3.833548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (161828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161828 members 
Entering Unmasked Estep 
Score: -20349760.000000 Penalty: 2974.583740
	Iteration 0F: 2 clusters Score -2.034976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80954 members 
Mstep: Class 2 contains 80874 members 
Entering Unmasked Estep 
Score: -20241166.000000 Penalty: 5949.167480
	Iteration 0F: 3 clusters Score -2.024117e+07 nChanged 77597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80343 members 
Mstep: Class 2 contains 81485 members 
Entering Unmasked Estep 
Score: -20287110.000000 Penalty: 5949.167480
	Iteration 1F: 3 clusters Score -2.028711e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79752 members 
Mstep: Class 2 contains 82076 members 
Entering Unmasked Estep 
Score: -20288492.000000 Penalty: 5949.167480
	Iteration 2Q: 3 clusters Score -2.028849e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78974 members 
Mstep: Class 2 contains 82854 members 
Entering Unmasked Estep 
Score: -20290236.000000 Penalty: 5949.167480
	Iteration 3Q: 3 clusters Score -2.029024e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77629 members 
Mstep: Class 2 contains 84199 members 
Entering Unmasked Estep 
Score: -20292992.000000 Penalty: 5949.167480
	Iteration 4Q: 3 clusters Score -2.029299e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 86197 members 
Entering Unmasked Estep 
Score: -20297044.000000 Penalty: 5949.167480
	Iteration 5Q: 3 clusters Score -2.029704e+07 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 89103 members 
Entering Unmasked Estep 
Score: -20303582.000000 Penalty: 5949.167480
	Iteration 6F: 3 clusters Score -2.030358e+07 nChanged 11196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 92875 members 
Entering Unmasked Estep 
Score: -20312478.000000 Penalty: 5949.167480
	Iteration 7F: 3 clusters Score -2.031248e+07 nChanged 11726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64927 members 
Mstep: Class 2 contains 96901 members 
Entering Unmasked Estep 
Score: -20322266.000000 Penalty: 5949.167480
	Iteration 8F: 3 clusters Score -2.032227e+07 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61773 members 
Mstep: Class 2 contains 100055 members 
Entering Unmasked Estep 
Score: -20328734.000000 Penalty: 5949.167480
	Iteration 9F: 3 clusters Score -2.032873e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 102346 members 
Entering Unmasked Estep 
Score: -20331556.000000 Penalty: 5949.167480
	Iteration 10Q: 3 clusters Score -2.033156e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 104361 members 
Entering Unmasked Estep 
Score: -20332704.000000 Penalty: 5949.167480
	Iteration 11Q: 3 clusters Score -2.03327e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 106296 members 
Entering Unmasked Estep 
Score: -20333602.000000 Penalty: 5949.167480
	Iteration 12Q: 3 clusters Score -2.03336e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 108210 members 
Entering Unmasked Estep 
Score: -20334638.000000 Penalty: 5949.167480
	Iteration 13Q: 3 clusters Score -2.033464e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 110123 members 
Entering Unmasked Estep 
Score: -20335824.000000 Penalty: 5949.167480
	Iteration 14Q: 3 clusters Score -2.033582e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 112004 members 
Entering Unmasked Estep 
Score: -20336768.000000 Penalty: 5949.167480
	Iteration 15Q: 3 clusters Score -2.033677e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 113821 members 
Entering Unmasked Estep 
Score: -20337652.000000 Penalty: 5949.167480
	Iteration 16Q: 3 clusters Score -2.033765e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 115472 members 
Entering Unmasked Estep 
Score: -20338412.000000 Penalty: 5949.167480
	Iteration 17Q: 3 clusters Score -2.033841e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 117063 members 
Entering Unmasked Estep 
Score: -20338880.000000 Penalty: 5949.167480
	Iteration 18Q: 3 clusters Score -2.033888e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 118541 members 
Entering Unmasked Estep 
Score: -20339458.000000 Penalty: 5949.167480
	Iteration 19Q: 3 clusters Score -2.033946e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 119970 members 
Entering Unmasked Estep 
Score: -20339874.000000 Penalty: 5949.167480
	Iteration 20F: 3 clusters Score -2.033987e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 121366 members 
Entering Unmasked Estep 
Score: -20340218.000000 Penalty: 5949.167480
	Iteration 21Q: 3 clusters Score -2.034022e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 122734 members 
Entering Unmasked Estep 
Score: -20340684.000000 Penalty: 5949.167480
	Iteration 22Q: 3 clusters Score -2.034068e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 124118 members 
Entering Unmasked Estep 
Score: -20341034.000000 Penalty: 5949.167480
	Iteration 23Q: 3 clusters Score -2.034103e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 125503 members 
Entering Unmasked Estep 
Score: -20341276.000000 Penalty: 5949.167480
	Iteration 24Q: 3 clusters Score -2.034128e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 126796 members 
Entering Unmasked Estep 
Score: -20341482.000000 Penalty: 5949.167480
	Iteration 25Q: 3 clusters Score -2.034148e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 128125 members 
Entering Unmasked Estep 
Score: -20341822.000000 Penalty: 5949.167480
	Iteration 26Q: 3 clusters Score -2.034182e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 129461 members 
Entering Unmasked Estep 
Score: -20342182.000000 Penalty: 5949.167480
	Iteration 27Q: 3 clusters Score -2.034218e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 130762 members 
Entering Unmasked Estep 
Score: -20342538.000000 Penalty: 5949.167480
	Iteration 28Q: 3 clusters Score -2.034254e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 132112 members 
Entering Unmasked Estep 
Score: -20342914.000000 Penalty: 5949.167480
	Iteration 29Q: 3 clusters Score -2.034291e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 133475 members 
Entering Unmasked Estep 
Score: -20343310.000000 Penalty: 5949.167480
	Iteration 30Q: 3 clusters Score -2.034331e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 134828 members 
Entering Unmasked Estep 
Score: -20343610.000000 Penalty: 5949.167480
	Iteration 31Q: 3 clusters Score -2.034361e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 136148 members 
Entering Unmasked Estep 
Score: -20343934.000000 Penalty: 5949.167480
	Iteration 32Q: 3 clusters Score -2.034393e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 137464 members 
Entering Unmasked Estep 
Score: -20344260.000000 Penalty: 5949.167480
	Iteration 33Q: 3 clusters Score -2.034426e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 138737 members 
Entering Unmasked Estep 
Score: -20344588.000000 Penalty: 5949.167480
	Iteration 34Q: 3 clusters Score -2.034459e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 140010 members 
Entering Unmasked Estep 
Score: -20344898.000000 Penalty: 5949.167480
	Iteration 35Q: 3 clusters Score -2.03449e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 141212 members 
Entering Unmasked Estep 
Score: -20345182.000000 Penalty: 5949.167480
	Iteration 36Q: 3 clusters Score -2.034518e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 142374 members 
Entering Unmasked Estep 
Score: -20345336.000000 Penalty: 5949.167480
	Iteration 37Q: 3 clusters Score -2.034534e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 143494 members 
Entering Unmasked Estep 
Score: -20345636.000000 Penalty: 5949.167480
	Iteration 38Q: 3 clusters Score -2.034564e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 144577 members 
Entering Unmasked Estep 
Score: -20345932.000000 Penalty: 5949.167480
	Iteration 39Q: 3 clusters Score -2.034593e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 145660 members 
Entering Unmasked Estep 
Score: -20346244.000000 Penalty: 5949.167480
	Iteration 40F: 3 clusters Score -2.034624e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 146669 members 
Entering Unmasked Estep 
Score: -20346528.000000 Penalty: 5949.167480
	Iteration 41Q: 3 clusters Score -2.034653e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 147633 members 
Entering Unmasked Estep 
Score: -20346840.000000 Penalty: 5949.167480
	Iteration 42Q: 3 clusters Score -2.034684e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 148522 members 
Entering Unmasked Estep 
Score: -20347086.000000 Penalty: 5949.167480
	Iteration 43Q: 3 clusters Score -2.034709e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 149378 members 
Entering Unmasked Estep 
Score: -20347336.000000 Penalty: 5949.167480
	Iteration 44Q: 3 clusters Score -2.034734e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 150158 members 
Entering Unmasked Estep 
Score: -20347506.000000 Penalty: 5949.167480
	Iteration 45Q: 3 clusters Score -2.034751e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 150836 members 
Entering Unmasked Estep 
Score: -20347660.000000 Penalty: 5949.167480
	Iteration 46Q: 3 clusters Score -2.034766e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 151460 members 
Entering Unmasked Estep 
Score: -20347818.000000 Penalty: 5949.167480
	Iteration 47Q: 3 clusters Score -2.034782e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 151997 members 
Entering Unmasked Estep 
Score: -20347974.000000 Penalty: 5949.167480
	Iteration 48Q: 3 clusters Score -2.034797e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 152471 members 
Entering Unmasked Estep 
Score: -20348066.000000 Penalty: 5949.167480
	Iteration 49Q: 3 clusters Score -2.034807e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 152900 members 
Entering Unmasked Estep 
Score: -20348158.000000 Penalty: 5949.167480
	Iteration 50Q: 3 clusters Score -2.034816e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 153288 members 
Entering Unmasked Estep 
Score: -20348234.000000 Penalty: 5949.167480
	Iteration 51Q: 3 clusters Score -2.034823e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 153643 members 
Entering Unmasked Estep 
Score: -20348296.000000 Penalty: 5949.167480
	Iteration 52Q: 3 clusters Score -2.03483e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 153967 members 
Entering Unmasked Estep 
Score: -20348356.000000 Penalty: 5949.167480
	Iteration 53Q: 3 clusters Score -2.034836e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 154275 members 
Entering Unmasked Estep 
Score: -20348382.000000 Penalty: 5949.167480
	Iteration 54Q: 3 clusters Score -2.034838e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 154540 members 
Entering Unmasked Estep 
Score: -20348418.000000 Penalty: 5949.167480
	Iteration 55Q: 3 clusters Score -2.034842e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 154765 members 
Entering Unmasked Estep 
Score: -20348406.000000 Penalty: 5949.167480
	Iteration 56Q: 3 clusters Score -2.034841e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 154983 members 
Entering Unmasked Estep 
Score: -20348402.000000 Penalty: 5949.167480
	Iteration 57Q: 3 clusters Score -2.03484e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 155200 members 
Entering Unmasked Estep 
Score: -20348350.000000 Penalty: 5949.167480
	Iteration 58Q: 3 clusters Score -2.034835e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 155390 members 
Entering Unmasked Estep 
Score: -20348462.000000 Penalty: 5949.167480
	Iteration 59Q: 3 clusters Score -2.034846e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 155570 members 
Entering Unmasked Estep 
Score: -20348456.000000 Penalty: 5949.167480
	Iteration 60F: 3 clusters Score -2.034846e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 155710 members 
Entering Unmasked Estep 
Score: -20348490.000000 Penalty: 5949.167480
	Iteration 61Q: 3 clusters Score -2.034849e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 155836 members 
Entering Unmasked Estep 
Score: -20348510.000000 Penalty: 5949.167480
	Iteration 62Q: 3 clusters Score -2.034851e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 155950 members 
Entering Unmasked Estep 
Score: -20348510.000000 Penalty: 5949.167480
	Iteration 63Q: 3 clusters Score -2.034851e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 156049 members 
Entering Unmasked Estep 
Score: -20348544.000000 Penalty: 5949.167480
	Iteration 64Q: 3 clusters Score -2.034854e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 156138 members 
Entering Unmasked Estep 
Score: -20348566.000000 Penalty: 5949.167480
	Iteration 65Q: 3 clusters Score -2.034857e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 156242 members 
Entering Unmasked Estep 
Score: -20348594.000000 Penalty: 5949.167480
	Iteration 66Q: 3 clusters Score -2.034859e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 156358 members 
Entering Unmasked Estep 
Score: -20348620.000000 Penalty: 5949.167480
	Iteration 67Q: 3 clusters Score -2.034862e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 156456 members 
Entering Unmasked Estep 
Score: -20348638.000000 Penalty: 5949.167480
	Iteration 68Q: 3 clusters Score -2.034864e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 156532 members 
Entering Unmasked Estep 
Score: -20348590.000000 Penalty: 5949.167480
	Iteration 69Q: 3 clusters Score -2.034859e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 156597 members 
Entering Unmasked Estep 
Score: -20348594.000000 Penalty: 5949.167480
	Iteration 70Q: 3 clusters Score -2.034859e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 156638 members 
Entering Unmasked Estep 
Score: -20348590.000000 Penalty: 5949.167480
	Iteration 71Q: 3 clusters Score -2.034859e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 156675 members 
Entering Unmasked Estep 
Score: -20348570.000000 Penalty: 5949.167480
	Iteration 72Q: 3 clusters Score -2.034857e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 156717 members 
Entering Unmasked Estep 
Score: -20348560.000000 Penalty: 5949.167480
	Iteration 73Q: 3 clusters Score -2.034856e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 156749 members 
Entering Unmasked Estep 
Score: -20348580.000000 Penalty: 5949.167480
	Iteration 74Q: 3 clusters Score -2.034858e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 156769 members 
Entering Unmasked Estep 
Score: -20348612.000000 Penalty: 5949.167480
	Iteration 75Q: 3 clusters Score -2.034861e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 156789 members 
Entering Unmasked Estep 
Score: -20348614.000000 Penalty: 5949.167480
	Iteration 76Q: 3 clusters Score -2.034861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 156808 members 
Entering Unmasked Estep 
Score: -20348612.000000 Penalty: 5949.167480
	Iteration 77Q: 3 clusters Score -2.034861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 156820 members 
Entering Unmasked Estep 
Score: -20348622.000000 Penalty: 5949.167480
	Iteration 78Q: 3 clusters Score -2.034862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 156832 members 
Entering Unmasked Estep 
Score: -20348630.000000 Penalty: 5949.167480
	Iteration 79Q: 3 clusters Score -2.034863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 156844 members 
Entering Unmasked Estep 
Score: -20348624.000000 Penalty: 5949.167480
	Iteration 80F: 3 clusters Score -2.034862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 156852 members 
Entering Unmasked Estep 
Score: -20348638.000000 Penalty: 5949.167480
	Iteration 81Q: 3 clusters Score -2.034864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 156858 members 
Entering Unmasked Estep 
Score: -20348644.000000 Penalty: 5949.167480
	Iteration 82Q: 3 clusters Score -2.034864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 156865 members 
Entering Unmasked Estep 
Score: -20348648.000000 Penalty: 5949.167480
	Iteration 83Q: 3 clusters Score -2.034865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 156871 members 
Entering Unmasked Estep 
Score: -20348648.000000 Penalty: 5949.167480
	Iteration 84Q: 3 clusters Score -2.034865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 156876 members 
Entering Unmasked Estep 
Score: -20348632.000000 Penalty: 5949.167480
	Iteration 85Q: 3 clusters Score -2.034863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 156880 members 
Entering Unmasked Estep 
Score: -20348634.000000 Penalty: 5949.167480
	Iteration 86Q: 3 clusters Score -2.034863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 156883 members 
Entering Unmasked Estep 
Score: -20348654.000000 Penalty: 5949.167480
	Iteration 87Q: 3 clusters Score -2.034865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 156891 members 
Entering Unmasked Estep 
Score: -20348670.000000 Penalty: 5949.167480
	Iteration 88Q: 3 clusters Score -2.034867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 156904 members 
Entering Unmasked Estep 
Score: -20348678.000000 Penalty: 5949.167480
	Iteration 89Q: 3 clusters Score -2.034868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 156919 members 
Entering Unmasked Estep 
Score: -20348666.000000 Penalty: 5949.167480
	Iteration 90Q: 3 clusters Score -2.034867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 156928 members 
Entering Unmasked Estep 
Score: -20348670.000000 Penalty: 5949.167480
	Iteration 91Q: 3 clusters Score -2.034867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 156941 members 
Entering Unmasked Estep 
Score: -20348678.000000 Penalty: 5949.167480
	Iteration 92Q: 3 clusters Score -2.034868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 156950 members 
Entering Unmasked Estep 
Score: -20348666.000000 Penalty: 5949.167480
	Iteration 93Q: 3 clusters Score -2.034867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 156954 members 
Entering Unmasked Estep 
Score: -20348656.000000 Penalty: 5949.167480
	Iteration 94Q: 3 clusters Score -2.034866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 156957 members 
Entering Unmasked Estep 
Score: -20348660.000000 Penalty: 5949.167480
	Iteration 95Q: 3 clusters Score -2.034866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 156961 members 
Entering Unmasked Estep 
Score: -20348656.000000 Penalty: 5949.167480
	Iteration 96Q: 3 clusters Score -2.034866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 156965 members 
Entering Unmasked Estep 
Score: -20348668.000000 Penalty: 5949.167480
	Iteration 97Q: 3 clusters Score -2.034867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 156969 members 
Entering Unmasked Estep 
Score: -20348670.000000 Penalty: 5949.167480
	Iteration 98Q: 3 clusters Score -2.034867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 156975 members 
Entering Unmasked Estep 
Score: -20348666.000000 Penalty: 5949.167480
	Iteration 99Q: 3 clusters Score -2.034867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 156981 members 
Entering Unmasked Estep 
Score: -20348674.000000 Penalty: 5949.167480
	Iteration 100F: 3 clusters Score -2.034867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 156987 members 
Entering Unmasked Estep 
Score: -20348666.000000 Penalty: 5949.167480
	Iteration 101Q: 3 clusters Score -2.034867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 156990 members 
Entering Unmasked Estep 
Score: -20348666.000000 Penalty: 5949.167480
	Iteration 102Q: 3 clusters Score -2.034867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 156994 members 
Entering Unmasked Estep 
Score: -20348674.000000 Penalty: 5949.167480
	Iteration 103Q: 3 clusters Score -2.034867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 156999 members 
Entering Unmasked Estep 
Score: -20348662.000000 Penalty: 5949.167480
	Iteration 104Q: 3 clusters Score -2.034866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 157001 members 
Entering Unmasked Estep 
Score: -20348658.000000 Penalty: 5949.167480
	Iteration 105Q: 3 clusters Score -2.034866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 157004 members 
Entering Unmasked Estep 
Score: -20348658.000000 Penalty: 5949.167480
	Iteration 106Q: 3 clusters Score -2.034866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 157011 members 
Entering Unmasked Estep 
Score: -20348656.000000 Penalty: 5949.167480
	Iteration 107Q: 3 clusters Score -2.034866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 157017 members 
Entering Unmasked Estep 
Score: -20348668.000000 Penalty: 5949.167480
	Iteration 108Q: 3 clusters Score -2.034867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 157027 members 
Entering Unmasked Estep 
Score: -20348660.000000 Penalty: 5949.167480
	Iteration 109Q: 3 clusters Score -2.034866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 157036 members 
Entering Unmasked Estep 
Score: -20348658.000000 Penalty: 5949.167480
	Iteration 110Q: 3 clusters Score -2.034866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 157041 members 
Entering Unmasked Estep 
Score: -20348664.000000 Penalty: 5949.167480
	Iteration 111Q: 3 clusters Score -2.034866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 157045 members 
Entering Unmasked Estep 
Score: -20348674.000000 Penalty: 5949.167480
	Iteration 112Q: 3 clusters Score -2.034867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 157048 members 
Entering Unmasked Estep 
Score: -20348684.000000 Penalty: 5949.167480
	Iteration 113Q: 3 clusters Score -2.034868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 157049 members 
Entering Unmasked Estep 
Score: -20348684.000000 Penalty: 5949.167480
	Iteration 114Q: 3 clusters Score -2.034868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 157050 members 
Entering Unmasked Estep 
Score: -20348688.000000 Penalty: 5949.167480
	Iteration 115Q: 3 clusters Score -2.034869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 157051 members 
Entering Unmasked Estep 
Score: -20348688.000000 Penalty: 5949.167480
	Iteration 116Q: 3 clusters Score -2.034869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 157053 members 
Entering Unmasked Estep 
Score: -20348690.000000 Penalty: 5949.167480
	Iteration 117Q: 3 clusters Score -2.034869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 157058 members 
Entering Unmasked Estep 
Score: -20348678.000000 Penalty: 5949.167480
	Iteration 118Q: 3 clusters Score -2.034868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 157061 members 
Entering Unmasked Estep 
Score: -20348682.000000 Penalty: 5949.167480
	Iteration 119Q: 3 clusters Score -2.034868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 157062 members 
Entering Unmasked Estep 
Score: -20348682.000000 Penalty: 5949.167480
	Iteration 120F: 3 clusters Score -2.034868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Entering Unmasked Estep 
Score: -646612.937500 Penalty: 2144.584717
	Iteration 0F: 2 clusters Score -646612.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -642300.062500 Penalty: 4289.169434
	Iteration 0F: 3 clusters Score -642300.1 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -651829.062500 Penalty: 4289.169434
	Iteration 1F: 3 clusters Score -651829.1 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -661761.812500 Penalty: 4289.169434
	Iteration 2F: 3 clusters Score -661761.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -665073.500000 Penalty: 4289.169434
	Iteration 3Q: 3 clusters Score -665073.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -665218.000000 Penalty: 4289.169434
	Iteration 4Q: 3 clusters Score -665218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -665233.000000 Penalty: 4289.169434
	Iteration 5Q: 3 clusters Score -665233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -665236.625000 Penalty: 4289.169434
	Iteration 6Q: 3 clusters Score -665236.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -665238.000000 Penalty: 4289.169434
	Iteration 7Q: 3 clusters Score -665238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -665238.437500 Penalty: 4289.169434
	Iteration 8Q: 3 clusters Score -665238.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -665238.437500 Penalty: 4289.169434
	Iteration 9F: 3 clusters Score -665238.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1853 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 96739 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 193359 members 
Mstep: Class 5 contains 31946 members 
Mstep: Class 6 contains 9605 members 
Mstep: Class 7 contains 27539 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 12 contains 305921 members 
Mstep: Class 17 contains 161828 members 
Mstep: Class 18 contains 682 members 
Mstep: Class 19 contains 47550 members 
Mstep: Class 20 contains 68309 members 
Entering Unmasked Estep 
Score: -119077368.000000 Penalty: 44426.281250
Splitting cluster 18 changes total score from -119058224.000000 to -119077368.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 19 (47550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Entering Unmasked Estep 
Score: -5904948.000000 Penalty: 2670.845215
	Iteration 0F: 2 clusters Score -5904948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -5872818.500000 Penalty: 5341.690430
	Iteration 0F: 3 clusters Score -5872818 nChanged 21772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -5884686.500000 Penalty: 5341.690430
	Iteration 1F: 3 clusters Score -5884686 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -5885142.500000 Penalty: 5341.690430
	Iteration 2Q: 3 clusters Score -5885142 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -5885514.500000 Penalty: 5341.690430
	Iteration 3Q: 3 clusters Score -5885514 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -5885902.500000 Penalty: 5341.690430
	Iteration 4Q: 3 clusters Score -5885902 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -5886355.500000 Penalty: 5341.690430
	Iteration 5Q: 3 clusters Score -5886356 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -5886990.500000 Penalty: 5341.690430
	Iteration 6Q: 3 clusters Score -5886990 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -5888012.000000 Penalty: 5341.690430
	Iteration 7Q: 3 clusters Score -5888012 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -5889669.000000 Penalty: 5341.690430
	Iteration 8F: 3 clusters Score -5889669 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -5892264.500000 Penalty: 5341.690430
	Iteration 9F: 3 clusters Score -5892264 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -5895766.500000 Penalty: 5341.690430
	Iteration 10F: 3 clusters Score -5895766 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -5899206.000000 Penalty: 5341.690430
	Iteration 11F: 3 clusters Score -5899206 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -5901248.500000 Penalty: 5341.690430
	Iteration 12Q: 3 clusters Score -5901248 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -5902099.500000 Penalty: 5341.690430
	Iteration 13Q: 3 clusters Score -5902100 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -5902338.500000 Penalty: 5341.690430
	Iteration 14Q: 3 clusters Score -5902338 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -5902468.500000 Penalty: 5341.690430
	Iteration 15Q: 3 clusters Score -5902468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -5902521.500000 Penalty: 5341.690430
	Iteration 16Q: 3 clusters Score -5902522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -5902572.500000 Penalty: 5341.690430
	Iteration 17Q: 3 clusters Score -5902572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -5902593.500000 Penalty: 5341.690430
	Iteration 18Q: 3 clusters Score -5902594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -5902613.000000 Penalty: 5341.690430
	Iteration 19Q: 3 clusters Score -5902613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -5902610.000000 Penalty: 5341.690430
	Iteration 20F: 3 clusters Score -5902610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -5902612.000000 Penalty: 5341.690430
	Iteration 21Q: 3 clusters Score -5902612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -5902616.000000 Penalty: 5341.690430
	Iteration 22Q: 3 clusters Score -5902616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -5902616.000000 Penalty: 5341.690430
	Iteration 23F: 3 clusters Score -5902616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (68309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Entering Unmasked Estep 
Score: -8687330.000000 Penalty: 2760.685547
	Iteration 0F: 2 clusters Score -8687330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -8641384.000000 Penalty: 5521.371094
	Iteration 0F: 3 clusters Score -8641384 nChanged 31907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -8659521.000000 Penalty: 5521.371094
	Iteration 1F: 3 clusters Score -8659521 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -8660182.000000 Penalty: 5521.371094
	Iteration 2Q: 3 clusters Score -8660182 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -8660985.000000 Penalty: 5521.371094
	Iteration 3Q: 3 clusters Score -8660985 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -8662114.000000 Penalty: 5521.371094
	Iteration 4Q: 3 clusters Score -8662114 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -8663828.000000 Penalty: 5521.371094
	Iteration 5Q: 3 clusters Score -8663828 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -8666418.000000 Penalty: 5521.371094
	Iteration 6F: 3 clusters Score -8666418 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -8669677.000000 Penalty: 5521.371094
	Iteration 7F: 3 clusters Score -8669677 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -8673212.000000 Penalty: 5521.371094
	Iteration 8F: 3 clusters Score -8673212 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 52680 members 
Entering Unmasked Estep 
Score: -8676277.000000 Penalty: 5521.371094
	Iteration 9F: 3 clusters Score -8676277 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 55054 members 
Entering Unmasked Estep 
Score: -8678358.000000 Penalty: 5521.371094
	Iteration 10Q: 3 clusters Score -8678358 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -8679831.000000 Penalty: 5521.371094
	Iteration 11Q: 3 clusters Score -8679831 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 58703 members 
Entering Unmasked Estep 
Score: -8680864.000000 Penalty: 5521.371094
	Iteration 12Q: 3 clusters Score -8680864 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 60225 members 
Entering Unmasked Estep 
Score: -8681882.000000 Penalty: 5521.371094
	Iteration 13Q: 3 clusters Score -8681882 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 61529 members 
Entering Unmasked Estep 
Score: -8682794.000000 Penalty: 5521.371094
	Iteration 14Q: 3 clusters Score -8682794 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 62620 members 
Entering Unmasked Estep 
Score: -8683632.000000 Penalty: 5521.371094
	Iteration 15Q: 3 clusters Score -8683632 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 63523 members 
Entering Unmasked Estep 
Score: -8684343.000000 Penalty: 5521.371094
	Iteration 16Q: 3 clusters Score -8684343 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 64171 members 
Entering Unmasked Estep 
Score: -8684829.000000 Penalty: 5521.371094
	Iteration 17Q: 3 clusters Score -8684829 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -8685241.000000 Penalty: 5521.371094
	Iteration 18Q: 3 clusters Score -8685241 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
Score: -8685511.000000 Penalty: 5521.371094
	Iteration 19Q: 3 clusters Score -8685511 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 65203 members 
Entering Unmasked Estep 
Score: -8685658.000000 Penalty: 5521.371094
	Iteration 20F: 3 clusters Score -8685658 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 65364 members 
Entering Unmasked Estep 
Score: -8685744.000000 Penalty: 5521.371094
	Iteration 21Q: 3 clusters Score -8685744 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 65457 members 
Entering Unmasked Estep 
Score: -8685792.000000 Penalty: 5521.371094
	Iteration 22Q: 3 clusters Score -8685792 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -8685814.000000 Penalty: 5521.371094
	Iteration 23Q: 3 clusters Score -8685814 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 65578 members 
Entering Unmasked Estep 
Score: -8685818.000000 Penalty: 5521.371094
	Iteration 24Q: 3 clusters Score -8685818 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 65620 members 
Entering Unmasked Estep 
Score: -8685841.000000 Penalty: 5521.371094
	Iteration 25Q: 3 clusters Score -8685841 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -8685850.000000 Penalty: 5521.371094
	Iteration 26Q: 3 clusters Score -8685850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 65687 members 
Entering Unmasked Estep 
Score: -8685865.000000 Penalty: 5521.371094
	Iteration 27Q: 3 clusters Score -8685865 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 65706 members 
Entering Unmasked Estep 
Score: -8685864.000000 Penalty: 5521.371094
	Iteration 28Q: 3 clusters Score -8685864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -8685877.000000 Penalty: 5521.371094
	Iteration 29Q: 3 clusters Score -8685877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 65737 members 
Entering Unmasked Estep 
Score: -8685881.000000 Penalty: 5521.371094
	Iteration 30Q: 3 clusters Score -8685881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 65750 members 
Entering Unmasked Estep 
Score: -8685891.000000 Penalty: 5521.371094
	Iteration 31Q: 3 clusters Score -8685891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -8685889.000000 Penalty: 5521.371094
	Iteration 32Q: 3 clusters Score -8685889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 65767 members 
Entering Unmasked Estep 
Score: -8685885.000000 Penalty: 5521.371094
	Iteration 33Q: 3 clusters Score -8685885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 65770 members 
Entering Unmasked Estep 
Score: -8685895.000000 Penalty: 5521.371094
	Iteration 34Q: 3 clusters Score -8685895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -8685905.000000 Penalty: 5521.371094
	Iteration 35Q: 3 clusters Score -8685905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 65780 members 
Entering Unmasked Estep 
Score: -8685911.000000 Penalty: 5521.371094
	Iteration 36Q: 3 clusters Score -8685911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 65785 members 
Entering Unmasked Estep 
Score: -8685906.000000 Penalty: 5521.371094
	Iteration 37Q: 3 clusters Score -8685906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -8685902.000000 Penalty: 5521.371094
	Iteration 38Q: 3 clusters Score -8685902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -8685903.000000 Penalty: 5521.371094
	Iteration 39Q: 3 clusters Score -8685903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -8685901.000000 Penalty: 5521.371094
	Iteration 40F: 3 clusters Score -8685901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 65794 members 
Entering Unmasked Estep 
Score: -8685907.000000 Penalty: 5521.371094
	Iteration 41Q: 3 clusters Score -8685907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 65800 members 
Entering Unmasked Estep 
Score: -8685897.000000 Penalty: 5521.371094
	Iteration 42Q: 3 clusters Score -8685897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -8685891.000000 Penalty: 5521.371094
	Iteration 43Q: 3 clusters Score -8685891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 65805 members 
Entering Unmasked Estep 
Score: -8685888.000000 Penalty: 5521.371094
	Iteration 44Q: 3 clusters Score -8685888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -8685895.000000 Penalty: 5521.371094
	Iteration 45Q: 3 clusters Score -8685895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 65805 members 
Entering Unmasked Estep 
Score: -8685890.000000 Penalty: 5521.371094
	Iteration 46Q: 3 clusters Score -8685890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 65809 members 
Entering Unmasked Estep 
Score: -8685887.000000 Penalty: 5521.371094
	Iteration 47Q: 3 clusters Score -8685887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 65813 members 
Entering Unmasked Estep 
Score: -8685896.000000 Penalty: 5521.371094
	Iteration 48Q: 3 clusters Score -8685896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
Score: -8685902.000000 Penalty: 5521.371094
	Iteration 49Q: 3 clusters Score -8685902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -8685899.000000 Penalty: 5521.371094
	Iteration 50Q: 3 clusters Score -8685899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 65818 members 
Entering Unmasked Estep 
Score: -8685896.000000 Penalty: 5521.371094
	Iteration 51Q: 3 clusters Score -8685896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -8685898.000000 Penalty: 5521.371094
	Iteration 52Q: 3 clusters Score -8685898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -8685901.000000 Penalty: 5521.371094
	Iteration 53Q: 3 clusters Score -8685901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -8685903.000000 Penalty: 5521.371094
	Iteration 54Q: 3 clusters Score -8685903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -8685900.000000 Penalty: 5521.371094
	Iteration 55Q: 3 clusters Score -8685900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -8685902.000000 Penalty: 5521.371094
	Iteration 56Q: 3 clusters Score -8685902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -8685902.000000 Penalty: 5521.371094
	Iteration 57F: 3 clusters Score -8685902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1853 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 96739 members 
Mstep: Class 4 contains 193359 members 
Mstep: Class 5 contains 31946 members 
Mstep: Class 6 contains 9605 members 
Mstep: Class 7 contains 27539 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 12 contains 305921 members 
Mstep: Class 17 contains 161828 members 
Mstep: Class 18 contains 682 members 
Mstep: Class 19 contains 47550 members 
Mstep: Class 20 contains 68309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119078056.000000 Penalty: 44426.281250
Iteration 39Q: 14 clusters Score -1.190781e+08 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 1852 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 96741 members 
Mstep: Class 3 contains 5047 members 
Mstep: Class 4 contains 193225 members 
Mstep: Class 5 contains 32043 members 
Mstep: Class 6 contains 9729 members 
Mstep: Class 7 contains 27363 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 12 contains 304938 members 
Mstep: Class 17 contains 161710 members 
Mstep: Class 18 contains 659 members 
Mstep: Class 19 contains 47713 members 
Mstep: Class 20 contains 69348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119102872.000000 Penalty: 44426.281250
Iteration 40F: 14 clusters Score -1.191029e+08 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 1400 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 96714 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 193107 members 
Mstep: Class 5 contains 32134 members 
Mstep: Class 6 contains 9973 members 
Mstep: Class 7 contains 27165 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 12 contains 303876 members 
Mstep: Class 17 contains 161593 members 
Mstep: Class 18 contains 710 members 
Mstep: Class 19 contains 47885 members 
Mstep: Class 20 contains 70351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119122144.000000 Penalty: 44426.281250
Iteration 41Q: 14 clusters Score -1.191221e+08 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 96725 members 
Mstep: Class 3 contains 5079 members 
Mstep: Class 4 contains 192973 members 
Mstep: Class 5 contains 32214 members 
Mstep: Class 6 contains 10240 members 
Mstep: Class 7 contains 27015 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 12 contains 302771 members 
Mstep: Class 17 contains 161629 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 48006 members 
Mstep: Class 20 contains 71224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119123440.000000 Penalty: 44426.281250
Iteration 42Q: 14 clusters Score -1.191234e+08 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 96774 members 
Mstep: Class 3 contains 5084 members 
Mstep: Class 4 contains 192905 members 
Mstep: Class 5 contains 32248 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 26881 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 12 contains 301637 members 
Mstep: Class 17 contains 161775 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 48138 members 
Mstep: Class 20 contains 71921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119124176.000000 Penalty: 44426.281250
Iteration 43Q: 14 clusters Score -1.191242e+08 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 96875 members 
Mstep: Class 3 contains 5085 members 
Mstep: Class 4 contains 192867 members 
Mstep: Class 5 contains 32287 members 
Mstep: Class 6 contains 10856 members 
Mstep: Class 7 contains 26761 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 12 contains 300601 members 
Mstep: Class 17 contains 161776 members 
Mstep: Class 18 contains 697 members 
Mstep: Class 19 contains 48274 members 
Mstep: Class 20 contains 72510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119125008.000000 Penalty: 44426.281250
Iteration 44Q: 14 clusters Score -1.19125e+08 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 96960 members 
Mstep: Class 3 contains 5086 members 
Mstep: Class 4 contains 192866 members 
Mstep: Class 5 contains 32294 members 
Mstep: Class 6 contains 11197 members 
Mstep: Class 7 contains 26652 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 12 contains 299599 members 
Mstep: Class 17 contains 161884 members 
Mstep: Class 18 contains 697 members 
Mstep: Class 19 contains 48400 members 
Mstep: Class 20 contains 72965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119125416.000000 Penalty: 44426.281250
Iteration 45Q: 14 clusters Score -1.191254e+08 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 97073 members 
Mstep: Class 3 contains 5086 members 
Mstep: Class 4 contains 192925 members 
Mstep: Class 5 contains 32313 members 
Mstep: Class 6 contains 11545 members 
Mstep: Class 7 contains 26523 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 12 contains 298561 members 
Mstep: Class 17 contains 162030 members 
Mstep: Class 18 contains 696 members 
Mstep: Class 19 contains 48531 members 
Mstep: Class 20 contains 73314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119125864.000000 Penalty: 44426.281250
Iteration 46Q: 14 clusters Score -1.191259e+08 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 97214 members 
Mstep: Class 3 contains 5086 members 
Mstep: Class 4 contains 192924 members 
Mstep: Class 5 contains 32341 members 
Mstep: Class 6 contains 11938 members 
Mstep: Class 7 contains 26401 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 12 contains 297648 members 
Mstep: Class 17 contains 162162 members 
Mstep: Class 18 contains 696 members 
Mstep: Class 19 contains 48651 members 
Mstep: Class 20 contains 73547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119126744.000000 Penalty: 44426.281250
Iteration 47Q: 14 clusters Score -1.191267e+08 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 97319 members 
Mstep: Class 3 contains 5087 members 
Mstep: Class 4 contains 192946 members 
Mstep: Class 5 contains 32355 members 
Mstep: Class 6 contains 12329 members 
Mstep: Class 7 contains 26269 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 12 contains 296830 members 
Mstep: Class 17 contains 162317 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 48795 members 
Mstep: Class 20 contains 73673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119126800.000000 Penalty: 44426.281250
Iteration 48Q: 14 clusters Score -1.191268e+08 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 97430 members 
Mstep: Class 3 contains 5088 members 
Mstep: Class 4 contains 192895 members 
Mstep: Class 5 contains 32376 members 
Mstep: Class 6 contains 12814 members 
Mstep: Class 7 contains 26147 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 12 contains 295971 members 
Mstep: Class 17 contains 162672 members 
Mstep: Class 18 contains 694 members 
Mstep: Class 19 contains 48942 members 
Mstep: Class 20 contains 73605 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 14 clusters Score -1.191274e+08 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 97544 members 
Mstep: Class 3 contains 5087 members 
Mstep: Class 4 contains 192899 members 
Mstep: Class 5 contains 32393 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 26010 members 
Mstep: Class 9 contains 1326 members 
Mstep: Class 12 contains 295093 members 
Mstep: Class 17 contains 163041 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 49103 members 
Mstep: Class 20 contains 73409 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 14 clusters Score -1.191278e+08 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 97690 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 192969 members 
Mstep: Class 5 contains 32415 members 
Mstep: Class 6 contains 13976 members 
Mstep: Class 7 contains 25906 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 12 contains 294124 members 
Mstep: Class 17 contains 163442 members 
Mstep: Class 18 contains 694 members 
Mstep: Class 19 contains 49216 members 
Mstep: Class 20 contains 73147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119127808.000000 Penalty: 44426.281250
Iteration 51Q: 14 clusters Score -1.191278e+08 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 97828 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 193027 members 
Mstep: Class 5 contains 32428 members 
Mstep: Class 6 contains 14645 members 
Mstep: Class 7 contains 25816 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 12 contains 293103 members 
Mstep: Class 17 contains 163892 members 
Mstep: Class 18 contains 693 members 
Mstep: Class 19 contains 49332 members 
Mstep: Class 20 contains 72828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119128304.000000 Penalty: 44426.281250
Iteration 52Q: 14 clusters Score -1.191283e+08 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 98014 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 193090 members 
Mstep: Class 5 contains 32459 members 
Mstep: Class 6 contains 15432 members 
Mstep: Class 7 contains 25734 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 12 contains 292082 members 
Mstep: Class 17 contains 164373 members 
Mstep: Class 18 contains 693 members 
Mstep: Class 19 contains 49422 members 
Mstep: Class 20 contains 72299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119128944.000000 Penalty: 44426.281250
Iteration 53Q: 14 clusters Score -1.191289e+08 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 98125 members 
Mstep: Class 3 contains 5086 members 
Mstep: Class 4 contains 193189 members 
Mstep: Class 5 contains 32505 members 
Mstep: Class 6 contains 16292 members 
Mstep: Class 7 contains 25651 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 12 contains 291123 members 
Mstep: Class 17 contains 164850 members 
Mstep: Class 18 contains 693 members 
Mstep: Class 19 contains 49517 members 
Mstep: Class 20 contains 71646 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 14 clusters Score -1.191304e+08 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 98233 members 
Mstep: Class 3 contains 5087 members 
Mstep: Class 4 contains 193290 members 
Mstep: Class 5 contains 32534 members 
Mstep: Class 6 contains 17319 members 
Mstep: Class 7 contains 25573 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 12 contains 290210 members 
Mstep: Class 17 contains 165360 members 
Mstep: Class 18 contains 693 members 
Mstep: Class 19 contains 49622 members 
Mstep: Class 20 contains 70758 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 14 clusters Score -1.191309e+08 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 98357 members 
Mstep: Class 3 contains 5087 members 
Mstep: Class 4 contains 193497 members 
Mstep: Class 5 contains 32572 members 
Mstep: Class 6 contains 18373 members 
Mstep: Class 7 contains 25519 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 12 contains 289380 members 
Mstep: Class 17 contains 165843 members 
Mstep: Class 18 contains 693 members 
Mstep: Class 19 contains 49699 members 
Mstep: Class 20 contains 69662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119131848.000000 Penalty: 44426.281250
Iteration 56Q: 14 clusters Score -1.191318e+08 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 98533 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 193680 members 
Mstep: Class 5 contains 32599 members 
Mstep: Class 6 contains 19484 members 
Mstep: Class 7 contains 25493 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 12 contains 288521 members 
Mstep: Class 17 contains 166331 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 49762 members 
Mstep: Class 20 contains 68488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119132600.000000 Penalty: 44426.281250
Iteration 57Q: 14 clusters Score -1.191326e+08 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 98730 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 193918 members 
Mstep: Class 5 contains 32613 members 
Mstep: Class 6 contains 20619 members 
Mstep: Class 7 contains 25464 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 12 contains 287712 members 
Mstep: Class 17 contains 166866 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 49819 members 
Mstep: Class 20 contains 67138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119133120.000000 Penalty: 44426.281250
Iteration 58Q: 14 clusters Score -1.191331e+08 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 98984 members 
Mstep: Class 3 contains 5088 members 
Mstep: Class 4 contains 194060 members 
Mstep: Class 5 contains 32640 members 
Mstep: Class 6 contains 21727 members 
Mstep: Class 7 contains 25438 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 12 contains 286918 members 
Mstep: Class 17 contains 167402 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 49874 members 
Mstep: Class 20 contains 65824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119134264.000000 Penalty: 44426.281250
Iteration 59Q: 14 clusters Score -1.191343e+08 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 99198 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 194144 members 
Mstep: Class 5 contains 32673 members 
Mstep: Class 6 contains 22866 members 
Mstep: Class 7 contains 25422 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 12 contains 286133 members 
Mstep: Class 17 contains 167994 members 
Mstep: Class 18 contains 693 members 
Mstep: Class 19 contains 49929 members 
Mstep: Class 20 contains 64492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119148016.000000 Penalty: 44426.281250
Iteration 60F: 14 clusters Score -1.19148e+08 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 1161 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 99406 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 194133 members 
Mstep: Class 5 contains 32725 members 
Mstep: Class 6 contains 24235 members 
Mstep: Class 7 contains 25402 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 12 contains 285312 members 
Mstep: Class 17 contains 168589 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 49990 members 
Mstep: Class 20 contains 63055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119155120.000000 Penalty: 44426.281250
Iteration 61Q: 14 clusters Score -1.191551e+08 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 99598 members 
Mstep: Class 3 contains 5098 members 
Mstep: Class 4 contains 194138 members 
Mstep: Class 5 contains 32770 members 
Mstep: Class 6 contains 25505 members 
Mstep: Class 7 contains 25375 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 12 contains 284561 members 
Mstep: Class 17 contains 169263 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 50056 members 
Mstep: Class 20 contains 61585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119156208.000000 Penalty: 44426.281250
Iteration 62Q: 14 clusters Score -1.191562e+08 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 99813 members 
Mstep: Class 3 contains 5102 members 
Mstep: Class 4 contains 194073 members 
Mstep: Class 5 contains 32814 members 
Mstep: Class 6 contains 26667 members 
Mstep: Class 7 contains 25345 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 12 contains 283855 members 
Mstep: Class 17 contains 170021 members 
Mstep: Class 18 contains 786 members 
Mstep: Class 19 contains 50134 members 
Mstep: Class 20 contains 60122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119156856.000000 Penalty: 44426.281250
Iteration 63Q: 14 clusters Score -1.191569e+08 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 100084 members 
Mstep: Class 3 contains 5105 members 
Mstep: Class 4 contains 194032 members 
Mstep: Class 5 contains 32847 members 
Mstep: Class 6 contains 27681 members 
Mstep: Class 7 contains 25331 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 12 contains 283146 members 
Mstep: Class 17 contains 170769 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 50202 members 
Mstep: Class 20 contains 58745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119157592.000000 Penalty: 44426.281250
Iteration 64Q: 14 clusters Score -1.191576e+08 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 100345 members 
Mstep: Class 3 contains 5106 members 
Mstep: Class 4 contains 193980 members 
Mstep: Class 5 contains 32879 members 
Mstep: Class 6 contains 28573 members 
Mstep: Class 7 contains 25321 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 12 contains 282470 members 
Mstep: Class 17 contains 171552 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 50260 members 
Mstep: Class 20 contains 57447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119158392.000000 Penalty: 44426.281250
Iteration 65Q: 14 clusters Score -1.191584e+08 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 100618 members 
Mstep: Class 3 contains 5107 members 
Mstep: Class 4 contains 193866 members 
Mstep: Class 5 contains 32896 members 
Mstep: Class 6 contains 29330 members 
Mstep: Class 7 contains 25321 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 12 contains 281794 members 
Mstep: Class 17 contains 172469 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 50315 members 
Mstep: Class 20 contains 56209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119159112.000000 Penalty: 44426.281250
Iteration 66Q: 14 clusters Score -1.191591e+08 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 100888 members 
Mstep: Class 3 contains 5109 members 
Mstep: Class 4 contains 193724 members 
Mstep: Class 5 contains 32909 members 
Mstep: Class 6 contains 29964 members 
Mstep: Class 7 contains 25321 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 12 contains 281096 members 
Mstep: Class 17 contains 173477 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 50380 members 
Mstep: Class 20 contains 55052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119159752.000000 Penalty: 44426.281250
Iteration 67Q: 14 clusters Score -1.191598e+08 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 101136 members 
Mstep: Class 3 contains 5111 members 
Mstep: Class 4 contains 193540 members 
Mstep: Class 5 contains 32920 members 
Mstep: Class 6 contains 30547 members 
Mstep: Class 7 contains 25306 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 12 contains 280383 members 
Mstep: Class 17 contains 174582 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 50445 members 
Mstep: Class 20 contains 53956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119160296.000000 Penalty: 44426.281250
Iteration 68Q: 14 clusters Score -1.191603e+08 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 101406 members 
Mstep: Class 3 contains 5112 members 
Mstep: Class 4 contains 193408 members 
Mstep: Class 5 contains 32925 members 
Mstep: Class 6 contains 31042 members 
Mstep: Class 7 contains 25301 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 12 contains 279628 members 
Mstep: Class 17 contains 175627 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 50526 members 
Mstep: Class 20 contains 52941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119160544.000000 Penalty: 44426.281250
Iteration 69Q: 14 clusters Score -1.191605e+08 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 101628 members 
Mstep: Class 3 contains 5112 members 
Mstep: Class 4 contains 193231 members 
Mstep: Class 5 contains 32931 members 
Mstep: Class 6 contains 31469 members 
Mstep: Class 7 contains 25286 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 12 contains 278903 members 
Mstep: Class 17 contains 176730 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 50611 members 
Mstep: Class 20 contains 52004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119160888.000000 Penalty: 44426.281250
Iteration 70Q: 14 clusters Score -1.191609e+08 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 101825 members 
Mstep: Class 3 contains 5112 members 
Mstep: Class 4 contains 193050 members 
Mstep: Class 5 contains 32958 members 
Mstep: Class 6 contains 31837 members 
Mstep: Class 7 contains 25276 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 12 contains 278172 members 
Mstep: Class 17 contains 177840 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 50690 members 
Mstep: Class 20 contains 51134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119161184.000000 Penalty: 44426.281250
Iteration 71Q: 14 clusters Score -1.191612e+08 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 102023 members 
Mstep: Class 3 contains 5110 members 
Mstep: Class 4 contains 192823 members 
Mstep: Class 5 contains 32973 members 
Mstep: Class 6 contains 32154 members 
Mstep: Class 7 contains 25255 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 12 contains 277402 members 
Mstep: Class 17 contains 178980 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 50779 members 
Mstep: Class 20 contains 50384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119161704.000000 Penalty: 44426.281250
Iteration 72Q: 14 clusters Score -1.191617e+08 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 102286 members 
Mstep: Class 3 contains 5110 members 
Mstep: Class 4 contains 192626 members 
Mstep: Class 5 contains 32991 members 
Mstep: Class 6 contains 32446 members 
Mstep: Class 7 contains 25252 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 12 contains 276648 members 
Mstep: Class 17 contains 180000 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 50852 members 
Mstep: Class 20 contains 49660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119162224.000000 Penalty: 44426.281250
Iteration 73Q: 14 clusters Score -1.191622e+08 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 102523 members 
Mstep: Class 3 contains 5110 members 
Mstep: Class 4 contains 192431 members 
Mstep: Class 5 contains 33008 members 
Mstep: Class 6 contains 32729 members 
Mstep: Class 7 contains 25244 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 12 contains 275877 members 
Mstep: Class 17 contains 180981 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 50936 members 
Mstep: Class 20 contains 49012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119162672.000000 Penalty: 44426.281250
Iteration 74Q: 14 clusters Score -1.191627e+08 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 102737 members 
Mstep: Class 3 contains 5110 members 
Mstep: Class 4 contains 192254 members 
Mstep: Class 5 contains 33015 members 
Mstep: Class 6 contains 32968 members 
Mstep: Class 7 contains 25241 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 12 contains 275158 members 
Mstep: Class 17 contains 181880 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 51028 members 
Mstep: Class 20 contains 48449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119163048.000000 Penalty: 44426.281250
Iteration 75Q: 14 clusters Score -1.19163e+08 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 102974 members 
Mstep: Class 3 contains 5110 members 
Mstep: Class 4 contains 192095 members 
Mstep: Class 5 contains 33012 members 
Mstep: Class 6 contains 33164 members 
Mstep: Class 7 contains 25235 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 12 contains 274476 members 
Mstep: Class 17 contains 182731 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 51116 members 
Mstep: Class 20 contains 47920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119162928.000000 Penalty: 44426.281250
Iteration 76Q: 14 clusters Score -1.191629e+08 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 103193 members 
Mstep: Class 3 contains 5110 members 
Mstep: Class 4 contains 191899 members 
Mstep: Class 5 contains 33006 members 
Mstep: Class 6 contains 33342 members 
Mstep: Class 7 contains 25242 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 12 contains 273747 members 
Mstep: Class 17 contains 183607 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 51205 members 
Mstep: Class 20 contains 47475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119163496.000000 Penalty: 44426.281250
Iteration 77Q: 14 clusters Score -1.191635e+08 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 103426 members 
Mstep: Class 3 contains 5110 members 
Mstep: Class 4 contains 191732 members 
Mstep: Class 5 contains 33013 members 
Mstep: Class 6 contains 33504 members 
Mstep: Class 7 contains 25237 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 12 contains 272959 members 
Mstep: Class 17 contains 184481 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 51284 members 
Mstep: Class 20 contains 47072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119163632.000000 Penalty: 44426.281250
Iteration 78Q: 14 clusters Score -1.191636e+08 nChanged 2667
Entering ConstructFrom: 
Score: -119163632.000000 Penalty: 44426.281250
Entering ConstructFrom: 
Trying to split cluster 1 (13795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Entering Unmasked Estep 
Score: -1647122.250000 Penalty: 2363.951172
	Iteration 0F: 2 clusters Score -1647122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1637105.750000 Penalty: 4727.902344
	Iteration 0F: 3 clusters Score -1637106 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1640692.750000 Penalty: 4727.902344
	Iteration 1F: 3 clusters Score -1640693 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1641762.250000 Penalty: 4727.902344
	Iteration 2F: 3 clusters Score -1641762 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1643068.875000 Penalty: 4727.902344
	Iteration 3F: 3 clusters Score -1643069 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1644239.500000 Penalty: 4727.902344
	Iteration 4F: 3 clusters Score -1644240 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1645002.375000 Penalty: 4727.902344
	Iteration 5F: 3 clusters Score -1645002 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1645470.000000 Penalty: 4727.902344
	Iteration 6F: 3 clusters Score -1645470 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1645732.625000 Penalty: 4727.902344
	Iteration 7Q: 3 clusters Score -1645733 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1645884.750000 Penalty: 4727.902344
	Iteration 8Q: 3 clusters Score -1645885 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1645983.250000 Penalty: 4727.902344
	Iteration 9Q: 3 clusters Score -1645983 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1646066.000000 Penalty: 4727.902344
	Iteration 10Q: 3 clusters Score -1646066 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1646122.000000 Penalty: 4727.902344
	Iteration 11Q: 3 clusters Score -1646122 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1646166.750000 Penalty: 4727.902344
	Iteration 12Q: 3 clusters Score -1646167 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1646205.500000 Penalty: 4727.902344
	Iteration 13Q: 3 clusters Score -1646206 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1646229.250000 Penalty: 4727.902344
	Iteration 14Q: 3 clusters Score -1646229 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1646259.500000 Penalty: 4727.902344
	Iteration 15Q: 3 clusters Score -1646260 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1646280.500000 Penalty: 4727.902344
	Iteration 16Q: 3 clusters Score -1646280 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1646294.875000 Penalty: 4727.902344
	Iteration 17Q: 3 clusters Score -1646295 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1646312.500000 Penalty: 4727.902344
	Iteration 18Q: 3 clusters Score -1646312 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1646328.750000 Penalty: 4727.902344
	Iteration 19Q: 3 clusters Score -1646329 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1646353.000000 Penalty: 4727.902344
	Iteration 20F: 3 clusters Score -1646353 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1646371.250000 Penalty: 4727.902344
	Iteration 21Q: 3 clusters Score -1646371 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1646392.500000 Penalty: 4727.902344
	Iteration 22Q: 3 clusters Score -1646392 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1646416.875000 Penalty: 4727.902344
	Iteration 23Q: 3 clusters Score -1646417 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1646428.125000 Penalty: 4727.902344
	Iteration 24Q: 3 clusters Score -1646428 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1646435.625000 Penalty: 4727.902344
	Iteration 25Q: 3 clusters Score -1646436 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1646449.125000 Penalty: 4727.902344
	Iteration 26Q: 3 clusters Score -1646449 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1646473.875000 Penalty: 4727.902344
	Iteration 27Q: 3 clusters Score -1646474 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1646487.375000 Penalty: 4727.902344
	Iteration 28Q: 3 clusters Score -1646487 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1646494.375000 Penalty: 4727.902344
	Iteration 29Q: 3 clusters Score -1646494 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1646507.625000 Penalty: 4727.902344
	Iteration 30Q: 3 clusters Score -1646508 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1646518.500000 Penalty: 4727.902344
	Iteration 31Q: 3 clusters Score -1646518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1646526.375000 Penalty: 4727.902344
	Iteration 32Q: 3 clusters Score -1646526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1646539.375000 Penalty: 4727.902344
	Iteration 33Q: 3 clusters Score -1646539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1646538.125000 Penalty: 4727.902344
	Iteration 34Q: 3 clusters Score -1646538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1646539.000000 Penalty: 4727.902344
	Iteration 35Q: 3 clusters Score -1646539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1646542.500000 Penalty: 4727.902344
	Iteration 36Q: 3 clusters Score -1646542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1646550.250000 Penalty: 4727.902344
	Iteration 37Q: 3 clusters Score -1646550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1646551.875000 Penalty: 4727.902344
	Iteration 38Q: 3 clusters Score -1646552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1646558.500000 Penalty: 4727.902344
	Iteration 39Q: 3 clusters Score -1646558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1646563.625000 Penalty: 4727.902344
	Iteration 40F: 3 clusters Score -1646564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1646563.500000 Penalty: 4727.902344
	Iteration 41Q: 3 clusters Score -1646564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1646566.875000 Penalty: 4727.902344
	Iteration 42Q: 3 clusters Score -1646567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1646573.125000 Penalty: 4727.902344
	Iteration 43Q: 3 clusters Score -1646573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1646574.875000 Penalty: 4727.902344
	Iteration 44Q: 3 clusters Score -1646575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1646575.000000 Penalty: 4727.902344
	Iteration 45Q: 3 clusters Score -1646575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1646575.500000 Penalty: 4727.902344
	Iteration 46Q: 3 clusters Score -1646576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1646581.500000 Penalty: 4727.902344
	Iteration 47Q: 3 clusters Score -1646582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1646584.875000 Penalty: 4727.902344
	Iteration 48Q: 3 clusters Score -1646585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1646583.750000 Penalty: 4727.902344
	Iteration 49Q: 3 clusters Score -1646584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1646581.000000 Penalty: 4727.902344
	Iteration 50Q: 3 clusters Score -1646581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1646586.875000 Penalty: 4727.902344
	Iteration 51Q: 3 clusters Score -1646587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1646588.625000 Penalty: 4727.902344
	Iteration 52Q: 3 clusters Score -1646589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1646595.250000 Penalty: 4727.902344
	Iteration 53Q: 3 clusters Score -1646595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1646593.000000 Penalty: 4727.902344
	Iteration 54Q: 3 clusters Score -1646593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1646596.250000 Penalty: 4727.902344
	Iteration 55Q: 3 clusters Score -1646596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1646600.750000 Penalty: 4727.902344
	Iteration 56Q: 3 clusters Score -1646601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1646605.375000 Penalty: 4727.902344
	Iteration 57Q: 3 clusters Score -1646605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1646606.750000 Penalty: 4727.902344
	Iteration 58Q: 3 clusters Score -1646607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1646610.375000 Penalty: 4727.902344
	Iteration 59Q: 3 clusters Score -1646610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1646611.000000 Penalty: 4727.902344
	Iteration 60F: 3 clusters Score -1646611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1646612.750000 Penalty: 4727.902344
	Iteration 61Q: 3 clusters Score -1646613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1646615.500000 Penalty: 4727.902344
	Iteration 62Q: 3 clusters Score -1646616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1646617.375000 Penalty: 4727.902344
	Iteration 63Q: 3 clusters Score -1646617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1646626.500000 Penalty: 4727.902344
	Iteration 64Q: 3 clusters Score -1646626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1646623.750000 Penalty: 4727.902344
	Iteration 65Q: 3 clusters Score -1646624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1646624.000000 Penalty: 4727.902344
	Iteration 66Q: 3 clusters Score -1646624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1646628.000000 Penalty: 4727.902344
	Iteration 67Q: 3 clusters Score -1646628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1646634.125000 Penalty: 4727.902344
	Iteration 68Q: 3 clusters Score -1646634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1646635.875000 Penalty: 4727.902344
	Iteration 69Q: 3 clusters Score -1646636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1646640.875000 Penalty: 4727.902344
	Iteration 70Q: 3 clusters Score -1646641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1646648.375000 Penalty: 4727.902344
	Iteration 71Q: 3 clusters Score -1646648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1646650.625000 Penalty: 4727.902344
	Iteration 72Q: 3 clusters Score -1646651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1646655.750000 Penalty: 4727.902344
	Iteration 73Q: 3 clusters Score -1646656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1646657.000000 Penalty: 4727.902344
	Iteration 74Q: 3 clusters Score -1646657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1646656.500000 Penalty: 4727.902344
	Iteration 75Q: 3 clusters Score -1646656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1646658.625000 Penalty: 4727.902344
	Iteration 76Q: 3 clusters Score -1646659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1646665.750000 Penalty: 4727.902344
	Iteration 77Q: 3 clusters Score -1646666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1646664.500000 Penalty: 4727.902344
	Iteration 78Q: 3 clusters Score -1646664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1646666.750000 Penalty: 4727.902344
	Iteration 79Q: 3 clusters Score -1646667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1646673.625000 Penalty: 4727.902344
	Iteration 80F: 3 clusters Score -1646674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1646672.375000 Penalty: 4727.902344
	Iteration 81Q: 3 clusters Score -1646672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1646674.750000 Penalty: 4727.902344
	Iteration 82Q: 3 clusters Score -1646675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1646677.625000 Penalty: 4727.902344
	Iteration 83Q: 3 clusters Score -1646678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1646684.125000 Penalty: 4727.902344
	Iteration 84Q: 3 clusters Score -1646684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1646684.875000 Penalty: 4727.902344
	Iteration 85Q: 3 clusters Score -1646685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1646685.125000 Penalty: 4727.902344
	Iteration 86Q: 3 clusters Score -1646685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1646682.250000 Penalty: 4727.902344
	Iteration 87Q: 3 clusters Score -1646682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1646686.000000 Penalty: 4727.902344
	Iteration 88Q: 3 clusters Score -1646686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1646691.875000 Penalty: 4727.902344
	Iteration 89Q: 3 clusters Score -1646692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1646691.500000 Penalty: 4727.902344
	Iteration 90Q: 3 clusters Score -1646692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1646693.000000 Penalty: 4727.902344
	Iteration 91Q: 3 clusters Score -1646693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1646695.250000 Penalty: 4727.902344
	Iteration 92Q: 3 clusters Score -1646695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1646695.875000 Penalty: 4727.902344
	Iteration 93Q: 3 clusters Score -1646696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1646698.250000 Penalty: 4727.902344
	Iteration 94Q: 3 clusters Score -1646698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1646697.625000 Penalty: 4727.902344
	Iteration 95Q: 3 clusters Score -1646698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1646698.750000 Penalty: 4727.902344
	Iteration 96Q: 3 clusters Score -1646699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1646697.625000 Penalty: 4727.902344
	Iteration 97Q: 3 clusters Score -1646698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1646697.875000 Penalty: 4727.902344
	Iteration 98Q: 3 clusters Score -1646698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1646696.875000 Penalty: 4727.902344
	Iteration 99Q: 3 clusters Score -1646697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1646696.875000 Penalty: 4727.902344
	Iteration 100F: 3 clusters Score -1646697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103619 members 
Entering Unmasked Estep 
Score: -13106406.000000 Penalty: 2864.022217
	Iteration 0F: 2 clusters Score -1.310641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -13037196.000000 Penalty: 5728.044434
	Iteration 0F: 3 clusters Score -1.30372e+07 nChanged 48786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -13064811.000000 Penalty: 5728.044434
	Iteration 1F: 3 clusters Score -1.306481e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -13065660.000000 Penalty: 5728.044434
	Iteration 2Q: 3 clusters Score -1.306566e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -13066524.000000 Penalty: 5728.044434
	Iteration 3Q: 3 clusters Score -1.306652e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -13067430.000000 Penalty: 5728.044434
	Iteration 4Q: 3 clusters Score -1.306743e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -13068791.000000 Penalty: 5728.044434
	Iteration 5Q: 3 clusters Score -1.306879e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -13070392.000000 Penalty: 5728.044434
	Iteration 6Q: 3 clusters Score -1.307039e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -13072559.000000 Penalty: 5728.044434
	Iteration 7Q: 3 clusters Score -1.307256e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -13075870.000000 Penalty: 5728.044434
	Iteration 8F: 3 clusters Score -1.307587e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -13080817.000000 Penalty: 5728.044434
	Iteration 9F: 3 clusters Score -1.308082e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -13087091.000000 Penalty: 5728.044434
	Iteration 10F: 3 clusters Score -1.308709e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -13092909.000000 Penalty: 5728.044434
	Iteration 11F: 3 clusters Score -1.309291e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -13096826.000000 Penalty: 5728.044434
	Iteration 12Q: 3 clusters Score -1.309683e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -13099269.000000 Penalty: 5728.044434
	Iteration 13Q: 3 clusters Score -1.309927e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -13101158.000000 Penalty: 5728.044434
	Iteration 14Q: 3 clusters Score -1.310116e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -13102572.000000 Penalty: 5728.044434
	Iteration 15Q: 3 clusters Score -1.310257e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -13103257.000000 Penalty: 5728.044434
	Iteration 16Q: 3 clusters Score -1.310326e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -13103610.000000 Penalty: 5728.044434
	Iteration 17Q: 3 clusters Score -1.310361e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -13103751.000000 Penalty: 5728.044434
	Iteration 18Q: 3 clusters Score -1.310375e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -13103859.000000 Penalty: 5728.044434
	Iteration 19Q: 3 clusters Score -1.310386e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56394 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -13103882.000000 Penalty: 5728.044434
	Iteration 20F: 3 clusters Score -1.310388e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56477 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -13103862.000000 Penalty: 5728.044434
	Iteration 21Q: 3 clusters Score -1.310386e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -13103869.000000 Penalty: 5728.044434
	Iteration 22Q: 3 clusters Score -1.310387e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56621 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -13103867.000000 Penalty: 5728.044434
	Iteration 23Q: 3 clusters Score -1.310387e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -13103883.000000 Penalty: 5728.044434
	Iteration 24Q: 3 clusters Score -1.310388e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56713 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -13103885.000000 Penalty: 5728.044434
	Iteration 25Q: 3 clusters Score -1.310388e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56747 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -13103885.000000 Penalty: 5728.044434
	Iteration 26Q: 3 clusters Score -1.310388e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56771 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -13103872.000000 Penalty: 5728.044434
	Iteration 27Q: 3 clusters Score -1.310387e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -13103880.000000 Penalty: 5728.044434
	Iteration 28Q: 3 clusters Score -1.310388e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56816 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -13103898.000000 Penalty: 5728.044434
	Iteration 29Q: 3 clusters Score -1.31039e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -13103872.000000 Penalty: 5728.044434
	Iteration 30Q: 3 clusters Score -1.310387e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -13103877.000000 Penalty: 5728.044434
	Iteration 31Q: 3 clusters Score -1.310388e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -13103887.000000 Penalty: 5728.044434
	Iteration 32Q: 3 clusters Score -1.310389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -13103884.000000 Penalty: 5728.044434
	Iteration 33Q: 3 clusters Score -1.310388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56890 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -13103892.000000 Penalty: 5728.044434
	Iteration 34Q: 3 clusters Score -1.310389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -13103888.000000 Penalty: 5728.044434
	Iteration 35Q: 3 clusters Score -1.310389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -13103891.000000 Penalty: 5728.044434
	Iteration 36Q: 3 clusters Score -1.310389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56903 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -13103886.000000 Penalty: 5728.044434
	Iteration 37Q: 3 clusters Score -1.310389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -13103887.000000 Penalty: 5728.044434
	Iteration 38Q: 3 clusters Score -1.310389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -13103887.000000 Penalty: 5728.044434
	Iteration 39F: 3 clusters Score -1.310389e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Entering Unmasked Estep 
Score: -606634.937500 Penalty: 2117.660889
	Iteration 0F: 2 clusters Score -606634.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -602060.562500 Penalty: 4235.321777
	Iteration 0F: 3 clusters Score -602060.6 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -603321.750000 Penalty: 4235.321777
	Iteration 1F: 3 clusters Score -603321.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -603905.625000 Penalty: 4235.321777
	Iteration 2F: 3 clusters Score -603905.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -604765.687500 Penalty: 4235.321777
	Iteration 3F: 3 clusters Score -604765.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -605738.125000 Penalty: 4235.321777
	Iteration 4F: 3 clusters Score -605738.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -606701.500000 Penalty: 4235.321777
	Iteration 5F: 3 clusters Score -606701.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -607582.125000 Penalty: 4235.321777
	Iteration 6F: 3 clusters Score -607582.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -608034.625000 Penalty: 4235.321777
	Iteration 7F: 3 clusters Score -608034.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -608223.375000 Penalty: 4235.321777
	Iteration 8Q: 3 clusters Score -608223.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -608290.500000 Penalty: 4235.321777
	Iteration 9Q: 3 clusters Score -608290.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -608318.687500 Penalty: 4235.321777
	Iteration 10Q: 3 clusters Score -608318.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -608337.062500 Penalty: 4235.321777
	Iteration 11Q: 3 clusters Score -608337.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -608353.812500 Penalty: 4235.321777
	Iteration 12Q: 3 clusters Score -608353.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -608370.437500 Penalty: 4235.321777
	Iteration 13Q: 3 clusters Score -608370.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -608390.750000 Penalty: 4235.321777
	Iteration 14Q: 3 clusters Score -608390.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -608408.187500 Penalty: 4235.321777
	Iteration 15Q: 3 clusters Score -608408.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -608424.125000 Penalty: 4235.321777
	Iteration 16Q: 3 clusters Score -608424.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -608431.187500 Penalty: 4235.321777
	Iteration 17Q: 3 clusters Score -608431.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -608436.125000 Penalty: 4235.321777
	Iteration 18Q: 3 clusters Score -608436.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -608440.375000 Penalty: 4235.321777
	Iteration 19Q: 3 clusters Score -608440.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -608442.500000 Penalty: 4235.321777
	Iteration 20F: 3 clusters Score -608442.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -608443.687500 Penalty: 4235.321777
	Iteration 21Q: 3 clusters Score -608443.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -608443.687500 Penalty: 4235.321777
	Iteration 22Q: 3 clusters Score -608443.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -608443.562500 Penalty: 4235.321777
	Iteration 23Q: 3 clusters Score -608443.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -608444.750000 Penalty: 4235.321777
	Iteration 24Q: 3 clusters Score -608444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -608445.312500 Penalty: 4235.321777
	Iteration 25Q: 3 clusters Score -608445.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -608445.312500 Penalty: 4235.321777
	Iteration 26F: 3 clusters Score -608445.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 103619 members 
Mstep: Class 3 contains 2179 members 
Mstep: Class 4 contains 191616 members 
Mstep: Class 5 contains 33012 members 
Mstep: Class 6 contains 33644 members 
Mstep: Class 7 contains 25243 members 
Mstep: Class 8 contains 2931 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 12 contains 272183 members 
Mstep: Class 17 contains 185307 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 51355 members 
Mstep: Class 20 contains 46724 members 
Entering Unmasked Estep 
Score: -119164272.000000 Penalty: 47843.687500
Splitting cluster 3 changes total score from -119163632.000000 to -119164272.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 4 (191616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191616 members 
Entering Unmasked Estep 
Score: -24174956.000000 Penalty: 3016.485840
	Iteration 0F: 2 clusters Score -2.417496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95615 members 
Mstep: Class 2 contains 96001 members 
Entering Unmasked Estep 
Score: -24052028.000000 Penalty: 6032.971680
	Iteration 0F: 3 clusters Score -2.405203e+07 nChanged 92294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92567 members 
Mstep: Class 2 contains 99049 members 
Entering Unmasked Estep 
Score: -24107584.000000 Penalty: 6032.971680
	Iteration 1F: 3 clusters Score -2.410758e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90873 members 
Mstep: Class 2 contains 100743 members 
Entering Unmasked Estep 
Score: -24109862.000000 Penalty: 6032.971680
	Iteration 2Q: 3 clusters Score -2.410986e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88367 members 
Mstep: Class 2 contains 103249 members 
Entering Unmasked Estep 
Score: -24113528.000000 Penalty: 6032.971680
	Iteration 3Q: 3 clusters Score -2.411353e+07 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85004 members 
Mstep: Class 2 contains 106612 members 
Entering Unmasked Estep 
Score: -24119236.000000 Penalty: 6032.971680
	Iteration 4F: 3 clusters Score -2.411924e+07 nChanged 11996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Mstep: Class 2 contains 111082 members 
Entering Unmasked Estep 
Score: -24127348.000000 Penalty: 6032.971680
	Iteration 5F: 3 clusters Score -2.412735e+07 nChanged 13597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75287 members 
Mstep: Class 2 contains 116329 members 
Entering Unmasked Estep 
Score: -24138098.000000 Penalty: 6032.971680
	Iteration 6F: 3 clusters Score -2.41381e+07 nChanged 13331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70296 members 
Mstep: Class 2 contains 121320 members 
Entering Unmasked Estep 
Score: -24148618.000000 Penalty: 6032.971680
	Iteration 7F: 3 clusters Score -2.414862e+07 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 125490 members 
Entering Unmasked Estep 
Score: -24156520.000000 Penalty: 6032.971680
	Iteration 8F: 3 clusters Score -2.415652e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 128928 members 
Entering Unmasked Estep 
Score: -24160938.000000 Penalty: 6032.971680
	Iteration 9Q: 3 clusters Score -2.416094e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 132050 members 
Entering Unmasked Estep 
Score: -24163022.000000 Penalty: 6032.971680
	Iteration 10Q: 3 clusters Score -2.416302e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56474 members 
Mstep: Class 2 contains 135142 members 
Entering Unmasked Estep 
Score: -24164722.000000 Penalty: 6032.971680
	Iteration 11Q: 3 clusters Score -2.416472e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53387 members 
Mstep: Class 2 contains 138229 members 
Entering Unmasked Estep 
Score: -24166468.000000 Penalty: 6032.971680
	Iteration 12Q: 3 clusters Score -2.416647e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 141267 members 
Entering Unmasked Estep 
Score: -24168334.000000 Penalty: 6032.971680
	Iteration 13Q: 3 clusters Score -2.416833e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 144298 members 
Entering Unmasked Estep 
Score: -24170316.000000 Penalty: 6032.971680
	Iteration 14Q: 3 clusters Score -2.417032e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 147210 members 
Entering Unmasked Estep 
Score: -24172064.000000 Penalty: 6032.971680
	Iteration 15Q: 3 clusters Score -2.417206e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 149871 members 
Entering Unmasked Estep 
Score: -24173754.000000 Penalty: 6032.971680
	Iteration 16Q: 3 clusters Score -2.417375e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 152308 members 
Entering Unmasked Estep 
Score: -24175136.000000 Penalty: 6032.971680
	Iteration 17Q: 3 clusters Score -2.417514e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 154474 members 
Entering Unmasked Estep 
Score: -24176172.000000 Penalty: 6032.971680
	Iteration 18Q: 3 clusters Score -2.417617e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 156395 members 
Entering Unmasked Estep 
Score: -24177044.000000 Penalty: 6032.971680
	Iteration 19Q: 3 clusters Score -2.417704e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 158072 members 
Entering Unmasked Estep 
Score: -24177658.000000 Penalty: 6032.971680
	Iteration 20F: 3 clusters Score -2.417766e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 159519 members 
Entering Unmasked Estep 
Score: -24178120.000000 Penalty: 6032.971680
	Iteration 21Q: 3 clusters Score -2.417812e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 160738 members 
Entering Unmasked Estep 
Score: -24178376.000000 Penalty: 6032.971680
	Iteration 22Q: 3 clusters Score -2.417838e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 161775 members 
Entering Unmasked Estep 
Score: -24178604.000000 Penalty: 6032.971680
	Iteration 23Q: 3 clusters Score -2.41786e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 162665 members 
Entering Unmasked Estep 
Score: -24178722.000000 Penalty: 6032.971680
	Iteration 24Q: 3 clusters Score -2.417872e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 163459 members 
Entering Unmasked Estep 
Score: -24178764.000000 Penalty: 6032.971680
	Iteration 25Q: 3 clusters Score -2.417876e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 164170 members 
Entering Unmasked Estep 
Score: -24178790.000000 Penalty: 6032.971680
	Iteration 26Q: 3 clusters Score -2.417879e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 164798 members 
Entering Unmasked Estep 
Score: -24178890.000000 Penalty: 6032.971680
	Iteration 27Q: 3 clusters Score -2.417889e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 165359 members 
Entering Unmasked Estep 
Score: -24178926.000000 Penalty: 6032.971680
	Iteration 28Q: 3 clusters Score -2.417893e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 165830 members 
Entering Unmasked Estep 
Score: -24179016.000000 Penalty: 6032.971680
	Iteration 29Q: 3 clusters Score -2.417902e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 166250 members 
Entering Unmasked Estep 
Score: -24179040.000000 Penalty: 6032.971680
	Iteration 30Q: 3 clusters Score -2.417904e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 166649 members 
Entering Unmasked Estep 
Score: -24179076.000000 Penalty: 6032.971680
	Iteration 31Q: 3 clusters Score -2.417908e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 166988 members 
Entering Unmasked Estep 
Score: -24179058.000000 Penalty: 6032.971680
	Iteration 32Q: 3 clusters Score -2.417906e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 167325 members 
Entering Unmasked Estep 
Score: -24178978.000000 Penalty: 6032.971680
	Iteration 33Q: 3 clusters Score -2.417898e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 167624 members 
Entering Unmasked Estep 
Score: -24178922.000000 Penalty: 6032.971680
	Iteration 34Q: 3 clusters Score -2.417892e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 167906 members 
Entering Unmasked Estep 
Score: -24178896.000000 Penalty: 6032.971680
	Iteration 35Q: 3 clusters Score -2.41789e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 168169 members 
Entering Unmasked Estep 
Score: -24178896.000000 Penalty: 6032.971680
	Iteration 36Q: 3 clusters Score -2.41789e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 168421 members 
Entering Unmasked Estep 
Score: -24178906.000000 Penalty: 6032.971680
	Iteration 37Q: 3 clusters Score -2.417891e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 168641 members 
Entering Unmasked Estep 
Score: -24178874.000000 Penalty: 6032.971680
	Iteration 38Q: 3 clusters Score -2.417887e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 168848 members 
Entering Unmasked Estep 
Score: -24178886.000000 Penalty: 6032.971680
	Iteration 39Q: 3 clusters Score -2.417889e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 169021 members 
Entering Unmasked Estep 
Score: -24178880.000000 Penalty: 6032.971680
	Iteration 40F: 3 clusters Score -2.417888e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 169153 members 
Entering Unmasked Estep 
Score: -24178814.000000 Penalty: 6032.971680
	Iteration 41Q: 3 clusters Score -2.417881e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 169278 members 
Entering Unmasked Estep 
Score: -24178804.000000 Penalty: 6032.971680
	Iteration 42Q: 3 clusters Score -2.41788e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 169394 members 
Entering Unmasked Estep 
Score: -24178748.000000 Penalty: 6032.971680
	Iteration 43Q: 3 clusters Score -2.417875e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 169484 members 
Entering Unmasked Estep 
Score: -24178718.000000 Penalty: 6032.971680
	Iteration 44Q: 3 clusters Score -2.417872e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 169570 members 
Entering Unmasked Estep 
Score: -24178680.000000 Penalty: 6032.971680
	Iteration 45Q: 3 clusters Score -2.417868e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 169661 members 
Entering Unmasked Estep 
Score: -24178664.000000 Penalty: 6032.971680
	Iteration 46Q: 3 clusters Score -2.417866e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 169744 members 
Entering Unmasked Estep 
Score: -24178602.000000 Penalty: 6032.971680
	Iteration 47Q: 3 clusters Score -2.41786e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 169824 members 
Entering Unmasked Estep 
Score: -24178612.000000 Penalty: 6032.971680
	Iteration 48Q: 3 clusters Score -2.417861e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 169890 members 
Entering Unmasked Estep 
Score: -24178620.000000 Penalty: 6032.971680
	Iteration 49Q: 3 clusters Score -2.417862e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 169943 members 
Entering Unmasked Estep 
Score: -24178596.000000 Penalty: 6032.971680
	Iteration 50Q: 3 clusters Score -2.41786e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 169992 members 
Entering Unmasked Estep 
Score: -24178606.000000 Penalty: 6032.971680
	Iteration 51Q: 3 clusters Score -2.417861e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 170033 members 
Entering Unmasked Estep 
Score: -24178614.000000 Penalty: 6032.971680
	Iteration 52Q: 3 clusters Score -2.417861e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 170072 members 
Entering Unmasked Estep 
Score: -24178630.000000 Penalty: 6032.971680
	Iteration 53Q: 3 clusters Score -2.417863e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 170104 members 
Entering Unmasked Estep 
Score: -24178622.000000 Penalty: 6032.971680
	Iteration 54Q: 3 clusters Score -2.417862e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 170135 members 
Entering Unmasked Estep 
Score: -24178616.000000 Penalty: 6032.971680
	Iteration 55Q: 3 clusters Score -2.417862e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 170169 members 
Entering Unmasked Estep 
Score: -24178592.000000 Penalty: 6032.971680
	Iteration 56Q: 3 clusters Score -2.417859e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 170206 members 
Entering Unmasked Estep 
Score: -24178566.000000 Penalty: 6032.971680
	Iteration 57Q: 3 clusters Score -2.417857e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 170235 members 
Entering Unmasked Estep 
Score: -24178548.000000 Penalty: 6032.971680
	Iteration 58Q: 3 clusters Score -2.417855e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 170265 members 
Entering Unmasked Estep 
Score: -24178542.000000 Penalty: 6032.971680
	Iteration 59Q: 3 clusters Score -2.417854e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 170287 members 
Entering Unmasked Estep 
Score: -24178562.000000 Penalty: 6032.971680
	Iteration 60F: 3 clusters Score -2.417856e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 170311 members 
Entering Unmasked Estep 
Score: -24178584.000000 Penalty: 6032.971680
	Iteration 61Q: 3 clusters Score -2.417858e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 170342 members 
Entering Unmasked Estep 
Score: -24178590.000000 Penalty: 6032.971680
	Iteration 62Q: 3 clusters Score -2.417859e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 170363 members 
Entering Unmasked Estep 
Score: -24178608.000000 Penalty: 6032.971680
	Iteration 63Q: 3 clusters Score -2.417861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 170380 members 
Entering Unmasked Estep 
Score: -24178622.000000 Penalty: 6032.971680
	Iteration 64Q: 3 clusters Score -2.417862e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 170396 members 
Entering Unmasked Estep 
Score: -24178606.000000 Penalty: 6032.971680
	Iteration 65Q: 3 clusters Score -2.417861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 170405 members 
Entering Unmasked Estep 
Score: -24178600.000000 Penalty: 6032.971680
	Iteration 66Q: 3 clusters Score -2.41786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 170418 members 
Entering Unmasked Estep 
Score: -24178582.000000 Penalty: 6032.971680
	Iteration 67Q: 3 clusters Score -2.417858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 170434 members 
Entering Unmasked Estep 
Score: -24178590.000000 Penalty: 6032.971680
	Iteration 68Q: 3 clusters Score -2.417859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 170443 members 
Entering Unmasked Estep 
Score: -24178596.000000 Penalty: 6032.971680
	Iteration 69Q: 3 clusters Score -2.41786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 170452 members 
Entering Unmasked Estep 
Score: -24178586.000000 Penalty: 6032.971680
	Iteration 70Q: 3 clusters Score -2.417859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 170457 members 
Entering Unmasked Estep 
Score: -24178592.000000 Penalty: 6032.971680
	Iteration 71Q: 3 clusters Score -2.417859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 170461 members 
Entering Unmasked Estep 
Score: -24178600.000000 Penalty: 6032.971680
	Iteration 72Q: 3 clusters Score -2.41786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 170464 members 
Entering Unmasked Estep 
Score: -24178594.000000 Penalty: 6032.971680
	Iteration 73Q: 3 clusters Score -2.417859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 170469 members 
Entering Unmasked Estep 
Score: -24178588.000000 Penalty: 6032.971680
	Iteration 74Q: 3 clusters Score -2.417859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 170475 members 
Entering Unmasked Estep 
Score: -24178590.000000 Penalty: 6032.971680
	Iteration 75Q: 3 clusters Score -2.417859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 170479 members 
Entering Unmasked Estep 
Score: -24178596.000000 Penalty: 6032.971680
	Iteration 76Q: 3 clusters Score -2.41786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 170481 members 
Entering Unmasked Estep 
Score: -24178604.000000 Penalty: 6032.971680
	Iteration 77Q: 3 clusters Score -2.41786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 170486 members 
Entering Unmasked Estep 
Score: -24178590.000000 Penalty: 6032.971680
	Iteration 78Q: 3 clusters Score -2.417859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 170488 members 
Entering Unmasked Estep 
Score: -24178592.000000 Penalty: 6032.971680
	Iteration 79Q: 3 clusters Score -2.417859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 170492 members 
Entering Unmasked Estep 
Score: -24178590.000000 Penalty: 6032.971680
	Iteration 80F: 3 clusters Score -2.417859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 170495 members 
Entering Unmasked Estep 
Score: -24178586.000000 Penalty: 6032.971680
	Iteration 81Q: 3 clusters Score -2.417859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 170497 members 
Entering Unmasked Estep 
Score: -24178576.000000 Penalty: 6032.971680
	Iteration 82Q: 3 clusters Score -2.417858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 170500 members 
Entering Unmasked Estep 
Score: -24178568.000000 Penalty: 6032.971680
	Iteration 83Q: 3 clusters Score -2.417857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 170504 members 
Entering Unmasked Estep 
Score: -24178578.000000 Penalty: 6032.971680
	Iteration 84Q: 3 clusters Score -2.417858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 170509 members 
Entering Unmasked Estep 
Score: -24178580.000000 Penalty: 6032.971680
	Iteration 85Q: 3 clusters Score -2.417858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 170515 members 
Entering Unmasked Estep 
Score: -24178584.000000 Penalty: 6032.971680
	Iteration 86Q: 3 clusters Score -2.417858e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 170523 members 
Entering Unmasked Estep 
Score: -24178594.000000 Penalty: 6032.971680
	Iteration 87Q: 3 clusters Score -2.417859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 170528 members 
Entering Unmasked Estep 
Score: -24178584.000000 Penalty: 6032.971680
	Iteration 88Q: 3 clusters Score -2.417858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 170532 members 
Entering Unmasked Estep 
Score: -24178584.000000 Penalty: 6032.971680
	Iteration 89Q: 3 clusters Score -2.417858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 170538 members 
Entering Unmasked Estep 
Score: -24178572.000000 Penalty: 6032.971680
	Iteration 90Q: 3 clusters Score -2.417857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 170544 members 
Entering Unmasked Estep 
Score: -24178568.000000 Penalty: 6032.971680
	Iteration 91Q: 3 clusters Score -2.417857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 170549 members 
Entering Unmasked Estep 
Score: -24178570.000000 Penalty: 6032.971680
	Iteration 92Q: 3 clusters Score -2.417857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 170555 members 
Entering Unmasked Estep 
Score: -24178570.000000 Penalty: 6032.971680
	Iteration 93Q: 3 clusters Score -2.417857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 170558 members 
Entering Unmasked Estep 
Score: -24178578.000000 Penalty: 6032.971680
	Iteration 94Q: 3 clusters Score -2.417858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 170564 members 
Entering Unmasked Estep 
Score: -24178556.000000 Penalty: 6032.971680
	Iteration 95Q: 3 clusters Score -2.417856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 170572 members 
Entering Unmasked Estep 
Score: -24178556.000000 Penalty: 6032.971680
	Iteration 96Q: 3 clusters Score -2.417856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 170579 members 
Entering Unmasked Estep 
Score: -24178552.000000 Penalty: 6032.971680
	Iteration 97Q: 3 clusters Score -2.417855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 170587 members 
Entering Unmasked Estep 
Score: -24178554.000000 Penalty: 6032.971680
	Iteration 98Q: 3 clusters Score -2.417855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 170592 members 
Entering Unmasked Estep 
Score: -24178556.000000 Penalty: 6032.971680
	Iteration 99Q: 3 clusters Score -2.417856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 170601 members 
Entering Unmasked Estep 
Score: -24178560.000000 Penalty: 6032.971680
	Iteration 100F: 3 clusters Score -2.417856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 170613 members 
Entering Unmasked Estep 
Score: -24178562.000000 Penalty: 6032.971680
	Iteration 101Q: 3 clusters Score -2.417856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 170622 members 
Entering Unmasked Estep 
Score: -24178544.000000 Penalty: 6032.971680
	Iteration 102Q: 3 clusters Score -2.417854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 170629 members 
Entering Unmasked Estep 
Score: -24178566.000000 Penalty: 6032.971680
	Iteration 103Q: 3 clusters Score -2.417857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 170636 members 
Entering Unmasked Estep 
Score: -24178580.000000 Penalty: 6032.971680
	Iteration 104Q: 3 clusters Score -2.417858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 170642 members 
Entering Unmasked Estep 
Score: -24178586.000000 Penalty: 6032.971680
	Iteration 105Q: 3 clusters Score -2.417859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 170644 members 
Entering Unmasked Estep 
Score: -24178584.000000 Penalty: 6032.971680
	Iteration 106Q: 3 clusters Score -2.417858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 170648 members 
Entering Unmasked Estep 
Score: -24178588.000000 Penalty: 6032.971680
	Iteration 107Q: 3 clusters Score -2.417859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 170652 members 
Entering Unmasked Estep 
Score: -24178586.000000 Penalty: 6032.971680
	Iteration 108Q: 3 clusters Score -2.417859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 170654 members 
Entering Unmasked Estep 
Score: -24178584.000000 Penalty: 6032.971680
	Iteration 109Q: 3 clusters Score -2.417858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 170657 members 
Entering Unmasked Estep 
Score: -24178570.000000 Penalty: 6032.971680
	Iteration 110Q: 3 clusters Score -2.417857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 170665 members 
Entering Unmasked Estep 
Score: -24178596.000000 Penalty: 6032.971680
	Iteration 111Q: 3 clusters Score -2.41786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 170672 members 
Entering Unmasked Estep 
Score: -24178580.000000 Penalty: 6032.971680
	Iteration 112Q: 3 clusters Score -2.417858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 170683 members 
Entering Unmasked Estep 
Score: -24178602.000000 Penalty: 6032.971680
	Iteration 113Q: 3 clusters Score -2.41786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 170690 members 
Entering Unmasked Estep 
Score: -24178586.000000 Penalty: 6032.971680
	Iteration 114Q: 3 clusters Score -2.417859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 170699 members 
Entering Unmasked Estep 
Score: -24178568.000000 Penalty: 6032.971680
	Iteration 115Q: 3 clusters Score -2.417857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 170709 members 
Entering Unmasked Estep 
Score: -24178568.000000 Penalty: 6032.971680
	Iteration 116Q: 3 clusters Score -2.417857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 170716 members 
Entering Unmasked Estep 
Score: -24178580.000000 Penalty: 6032.971680
	Iteration 117Q: 3 clusters Score -2.417858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 170722 members 
Entering Unmasked Estep 
Score: -24178566.000000 Penalty: 6032.971680
	Iteration 118Q: 3 clusters Score -2.417857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 170728 members 
Entering Unmasked Estep 
Score: -24178562.000000 Penalty: 6032.971680
	Iteration 119Q: 3 clusters Score -2.417856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 170729 members 
Entering Unmasked Estep 
Score: -24178576.000000 Penalty: 6032.971680
	Iteration 120F: 3 clusters Score -2.417858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 170731 members 
Entering Unmasked Estep 
Score: -24178572.000000 Penalty: 6032.971680
	Iteration 121Q: 3 clusters Score -2.417857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 170731 members 
Entering Unmasked Estep 
Score: -24178572.000000 Penalty: 6032.971680
	Iteration 122F: 3 clusters Score -2.417857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 103619 members 
Mstep: Class 3 contains 2179 members 
Mstep: Class 4 contains 20885 members 
Mstep: Class 5 contains 33012 members 
Mstep: Class 6 contains 33644 members 
Mstep: Class 7 contains 25243 members 
Mstep: Class 8 contains 2931 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 10 contains 170731 members 
Mstep: Class 12 contains 272183 members 
Mstep: Class 17 contains 185307 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 51355 members 
Mstep: Class 20 contains 46724 members 
Entering Unmasked Estep 
Score: -119167576.000000 Penalty: 51261.089844
Splitting cluster 4 changes total score from -119163632.000000 to -119167576.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 5 (33012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Entering Unmasked Estep 
Score: -4210771.500000 Penalty: 2580.347412
	Iteration 0F: 2 clusters Score -4210772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -4188149.750000 Penalty: 5160.694824
	Iteration 0F: 3 clusters Score -4188150 nChanged 15032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -4196187.000000 Penalty: 5160.694824
	Iteration 1F: 3 clusters Score -4196187 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -4196605.000000 Penalty: 5160.694824
	Iteration 2Q: 3 clusters Score -4196605 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -4197035.500000 Penalty: 5160.694824
	Iteration 3Q: 3 clusters Score -4197036 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -4197500.000000 Penalty: 5160.694824
	Iteration 4Q: 3 clusters Score -4197500 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -4198103.500000 Penalty: 5160.694824
	Iteration 5Q: 3 clusters Score -4198104 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -4198907.000000 Penalty: 5160.694824
	Iteration 6Q: 3 clusters Score -4198907 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -4200073.500000 Penalty: 5160.694824
	Iteration 7F: 3 clusters Score -4200074 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -4201836.500000 Penalty: 5160.694824
	Iteration 8F: 3 clusters Score -4201836 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -4204007.000000 Penalty: 5160.694824
	Iteration 9F: 3 clusters Score -4204007 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -4205956.000000 Penalty: 5160.694824
	Iteration 10F: 3 clusters Score -4205956 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4207261.500000 Penalty: 5160.694824
	Iteration 11Q: 3 clusters Score -4207262 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4208012.000000 Penalty: 5160.694824
	Iteration 12Q: 3 clusters Score -4208012 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4208387.000000 Penalty: 5160.694824
	Iteration 13Q: 3 clusters Score -4208387 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4208562.000000 Penalty: 5160.694824
	Iteration 14Q: 3 clusters Score -4208562 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4208678.500000 Penalty: 5160.694824
	Iteration 15Q: 3 clusters Score -4208678 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4208739.500000 Penalty: 5160.694824
	Iteration 16Q: 3 clusters Score -4208740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4208773.000000 Penalty: 5160.694824
	Iteration 17Q: 3 clusters Score -4208773 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4208799.500000 Penalty: 5160.694824
	Iteration 18Q: 3 clusters Score -4208800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4208819.000000 Penalty: 5160.694824
	Iteration 19Q: 3 clusters Score -4208819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4208820.500000 Penalty: 5160.694824
	Iteration 20F: 3 clusters Score -4208820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4208824.500000 Penalty: 5160.694824
	Iteration 21Q: 3 clusters Score -4208824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4208833.000000 Penalty: 5160.694824
	Iteration 22Q: 3 clusters Score -4208833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4208837.000000 Penalty: 5160.694824
	Iteration 23Q: 3 clusters Score -4208837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4208840.000000 Penalty: 5160.694824
	Iteration 24Q: 3 clusters Score -4208840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4208845.500000 Penalty: 5160.694824
	Iteration 25Q: 3 clusters Score -4208846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4208856.000000 Penalty: 5160.694824
	Iteration 26Q: 3 clusters Score -4208856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4208856.500000 Penalty: 5160.694824
	Iteration 27Q: 3 clusters Score -4208856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4208861.500000 Penalty: 5160.694824
	Iteration 28Q: 3 clusters Score -4208862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4208862.500000 Penalty: 5160.694824
	Iteration 29Q: 3 clusters Score -4208862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4208870.000000 Penalty: 5160.694824
	Iteration 30Q: 3 clusters Score -4208870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4208869.500000 Penalty: 5160.694824
	Iteration 31Q: 3 clusters Score -4208870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4208872.500000 Penalty: 5160.694824
	Iteration 32Q: 3 clusters Score -4208872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4208877.000000 Penalty: 5160.694824
	Iteration 33Q: 3 clusters Score -4208877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4208882.500000 Penalty: 5160.694824
	Iteration 34Q: 3 clusters Score -4208882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4208878.000000 Penalty: 5160.694824
	Iteration 35Q: 3 clusters Score -4208878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4208885.000000 Penalty: 5160.694824
	Iteration 36Q: 3 clusters Score -4208885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4208886.000000 Penalty: 5160.694824
	Iteration 37Q: 3 clusters Score -4208886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4208886.000000 Penalty: 5160.694824
	Iteration 38F: 3 clusters Score -4208886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (33644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Entering Unmasked Estep 
Score: -4294867.500000 Penalty: 2585.050293
	Iteration 0F: 2 clusters Score -4294868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -4271900.500000 Penalty: 5170.100586
	Iteration 0F: 3 clusters Score -4271900 nChanged 15194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -4280191.000000 Penalty: 5170.100586
	Iteration 1F: 3 clusters Score -4280191 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -4280671.000000 Penalty: 5170.100586
	Iteration 2Q: 3 clusters Score -4280671 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -4281231.500000 Penalty: 5170.100586
	Iteration 3Q: 3 clusters Score -4281232 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -4281830.000000 Penalty: 5170.100586
	Iteration 4Q: 3 clusters Score -4281830 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -4282619.000000 Penalty: 5170.100586
	Iteration 5Q: 3 clusters Score -4282619 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -4283694.000000 Penalty: 5170.100586
	Iteration 6F: 3 clusters Score -4283694 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -4285101.500000 Penalty: 5170.100586
	Iteration 7F: 3 clusters Score -4285102 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -4286832.500000 Penalty: 5170.100586
	Iteration 8F: 3 clusters Score -4286832 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -4288627.500000 Penalty: 5170.100586
	Iteration 9F: 3 clusters Score -4288628 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -4289937.000000 Penalty: 5170.100586
	Iteration 10Q: 3 clusters Score -4289937 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -4290664.000000 Penalty: 5170.100586
	Iteration 11Q: 3 clusters Score -4290664 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -4291052.000000 Penalty: 5170.100586
	Iteration 12Q: 3 clusters Score -4291052 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -4291272.000000 Penalty: 5170.100586
	Iteration 13Q: 3 clusters Score -4291272 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -4291436.500000 Penalty: 5170.100586
	Iteration 14Q: 3 clusters Score -4291436 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -4291556.500000 Penalty: 5170.100586
	Iteration 15Q: 3 clusters Score -4291556 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -4291697.000000 Penalty: 5170.100586
	Iteration 16Q: 3 clusters Score -4291697 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -4291806.000000 Penalty: 5170.100586
	Iteration 17Q: 3 clusters Score -4291806 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -4291916.500000 Penalty: 5170.100586
	Iteration 18Q: 3 clusters Score -4291916 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -4292009.500000 Penalty: 5170.100586
	Iteration 19Q: 3 clusters Score -4292010 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -4292117.000000 Penalty: 5170.100586
	Iteration 20F: 3 clusters Score -4292117 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -4292204.500000 Penalty: 5170.100586
	Iteration 21Q: 3 clusters Score -4292204 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -4292281.000000 Penalty: 5170.100586
	Iteration 22Q: 3 clusters Score -4292281 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -4292353.500000 Penalty: 5170.100586
	Iteration 23Q: 3 clusters Score -4292354 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -4292434.500000 Penalty: 5170.100586
	Iteration 24Q: 3 clusters Score -4292434 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -4292520.500000 Penalty: 5170.100586
	Iteration 25Q: 3 clusters Score -4292520 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -4292566.000000 Penalty: 5170.100586
	Iteration 26Q: 3 clusters Score -4292566 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -4292608.000000 Penalty: 5170.100586
	Iteration 27Q: 3 clusters Score -4292608 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -4292665.500000 Penalty: 5170.100586
	Iteration 28Q: 3 clusters Score -4292666 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -4292683.500000 Penalty: 5170.100586
	Iteration 29Q: 3 clusters Score -4292684 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -4292707.000000 Penalty: 5170.100586
	Iteration 30Q: 3 clusters Score -4292707 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -4292731.000000 Penalty: 5170.100586
	Iteration 31Q: 3 clusters Score -4292731 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -4292759.000000 Penalty: 5170.100586
	Iteration 32Q: 3 clusters Score -4292759 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -4292785.000000 Penalty: 5170.100586
	Iteration 33Q: 3 clusters Score -4292785 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -4292809.500000 Penalty: 5170.100586
	Iteration 34Q: 3 clusters Score -4292810 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -4292814.000000 Penalty: 5170.100586
	Iteration 35Q: 3 clusters Score -4292814 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -4292829.500000 Penalty: 5170.100586
	Iteration 36Q: 3 clusters Score -4292830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -4292851.500000 Penalty: 5170.100586
	Iteration 37Q: 3 clusters Score -4292852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -4292855.000000 Penalty: 5170.100586
	Iteration 38Q: 3 clusters Score -4292855 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -4292865.500000 Penalty: 5170.100586
	Iteration 39Q: 3 clusters Score -4292866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -4292873.500000 Penalty: 5170.100586
	Iteration 40F: 3 clusters Score -4292874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -4292879.000000 Penalty: 5170.100586
	Iteration 41Q: 3 clusters Score -4292879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -4292874.500000 Penalty: 5170.100586
	Iteration 42Q: 3 clusters Score -4292874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -4292884.000000 Penalty: 5170.100586
	Iteration 43Q: 3 clusters Score -4292884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -4292878.000000 Penalty: 5170.100586
	Iteration 44Q: 3 clusters Score -4292878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -4292885.500000 Penalty: 5170.100586
	Iteration 45Q: 3 clusters Score -4292886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -4292891.000000 Penalty: 5170.100586
	Iteration 46Q: 3 clusters Score -4292891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -4292896.500000 Penalty: 5170.100586
	Iteration 47Q: 3 clusters Score -4292896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -4292904.500000 Penalty: 5170.100586
	Iteration 48Q: 3 clusters Score -4292904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -4292918.500000 Penalty: 5170.100586
	Iteration 49Q: 3 clusters Score -4292918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -4292928.000000 Penalty: 5170.100586
	Iteration 50Q: 3 clusters Score -4292928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -4292929.500000 Penalty: 5170.100586
	Iteration 51Q: 3 clusters Score -4292930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -4292929.500000 Penalty: 5170.100586
	Iteration 52Q: 3 clusters Score -4292930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -4292927.500000 Penalty: 5170.100586
	Iteration 53Q: 3 clusters Score -4292928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -4292929.500000 Penalty: 5170.100586
	Iteration 54Q: 3 clusters Score -4292930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -4292931.000000 Penalty: 5170.100586
	Iteration 55Q: 3 clusters Score -4292931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -4292930.500000 Penalty: 5170.100586
	Iteration 56Q: 3 clusters Score -4292930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -4292934.000000 Penalty: 5170.100586
	Iteration 57Q: 3 clusters Score -4292934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -4292936.000000 Penalty: 5170.100586
	Iteration 58Q: 3 clusters Score -4292936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -4292938.500000 Penalty: 5170.100586
	Iteration 59Q: 3 clusters Score -4292938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -4292942.000000 Penalty: 5170.100586
	Iteration 60F: 3 clusters Score -4292942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -4292942.500000 Penalty: 5170.100586
	Iteration 61Q: 3 clusters Score -4292942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -4292941.500000 Penalty: 5170.100586
	Iteration 62Q: 3 clusters Score -4292942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -4292944.000000 Penalty: 5170.100586
	Iteration 63Q: 3 clusters Score -4292944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -4292943.500000 Penalty: 5170.100586
	Iteration 64Q: 3 clusters Score -4292944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -4292944.000000 Penalty: 5170.100586
	Iteration 65Q: 3 clusters Score -4292944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -4292944.000000 Penalty: 5170.100586
	Iteration 66Q: 3 clusters Score -4292944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -4292947.000000 Penalty: 5170.100586
	Iteration 67Q: 3 clusters Score -4292947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -4292946.000000 Penalty: 5170.100586
	Iteration 68Q: 3 clusters Score -4292946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -4292946.000000 Penalty: 5170.100586
	Iteration 69Q: 3 clusters Score -4292946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -4292949.500000 Penalty: 5170.100586
	Iteration 70Q: 3 clusters Score -4292950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -4292953.000000 Penalty: 5170.100586
	Iteration 71Q: 3 clusters Score -4292953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -4292953.000000 Penalty: 5170.100586
	Iteration 72Q: 3 clusters Score -4292953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -4292953.000000 Penalty: 5170.100586
	Iteration 73Q: 3 clusters Score -4292953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -4292959.500000 Penalty: 5170.100586
	Iteration 74Q: 3 clusters Score -4292960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -4292956.500000 Penalty: 5170.100586
	Iteration 75Q: 3 clusters Score -4292956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -4292956.000000 Penalty: 5170.100586
	Iteration 76Q: 3 clusters Score -4292956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -4292962.000000 Penalty: 5170.100586
	Iteration 77Q: 3 clusters Score -4292962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -4292965.500000 Penalty: 5170.100586
	Iteration 78Q: 3 clusters Score -4292966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -4292962.500000 Penalty: 5170.100586
	Iteration 79Q: 3 clusters Score -4292962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -4292964.000000 Penalty: 5170.100586
	Iteration 80F: 3 clusters Score -4292964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Entering Unmasked Estep 
Score: -3055899.500000 Penalty: 2513.803467
	Iteration 0F: 2 clusters Score -3055900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3038417.250000 Penalty: 5027.606934
	Iteration 0F: 3 clusters Score -3038417 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -3044461.500000 Penalty: 5027.606934
	Iteration 1F: 3 clusters Score -3044462 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -3044914.000000 Penalty: 5027.606934
	Iteration 2Q: 3 clusters Score -3044914 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -3045386.750000 Penalty: 5027.606934
	Iteration 3Q: 3 clusters Score -3045387 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -3045875.500000 Penalty: 5027.606934
	Iteration 4Q: 3 clusters Score -3045876 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -3046426.500000 Penalty: 5027.606934
	Iteration 5Q: 3 clusters Score -3046426 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -3047001.750000 Penalty: 5027.606934
	Iteration 6F: 3 clusters Score -3047002 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -3047647.250000 Penalty: 5027.606934
	Iteration 7F: 3 clusters Score -3047647 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3048344.250000 Penalty: 5027.606934
	Iteration 8F: 3 clusters Score -3048344 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3049103.000000 Penalty: 5027.606934
	Iteration 9F: 3 clusters Score -3049103 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -3049862.500000 Penalty: 5027.606934
	Iteration 10F: 3 clusters Score -3049862 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -3050558.750000 Penalty: 5027.606934
	Iteration 11Q: 3 clusters Score -3050559 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -3051081.750000 Penalty: 5027.606934
	Iteration 12Q: 3 clusters Score -3051082 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -3051524.750000 Penalty: 5027.606934
	Iteration 13Q: 3 clusters Score -3051525 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -3051968.750000 Penalty: 5027.606934
	Iteration 14Q: 3 clusters Score -3051969 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3052288.750000 Penalty: 5027.606934
	Iteration 15Q: 3 clusters Score -3052289 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3052451.000000 Penalty: 5027.606934
	Iteration 16Q: 3 clusters Score -3052451 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -3052534.000000 Penalty: 5027.606934
	Iteration 17Q: 3 clusters Score -3052534 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -3052624.000000 Penalty: 5027.606934
	Iteration 18Q: 3 clusters Score -3052624 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -3052700.750000 Penalty: 5027.606934
	Iteration 19Q: 3 clusters Score -3052701 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -3052772.000000 Penalty: 5027.606934
	Iteration 20F: 3 clusters Score -3052772 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -3052825.750000 Penalty: 5027.606934
	Iteration 21Q: 3 clusters Score -3052826 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3052881.250000 Penalty: 5027.606934
	Iteration 22Q: 3 clusters Score -3052881 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -3052959.000000 Penalty: 5027.606934
	Iteration 23Q: 3 clusters Score -3052959 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -3053003.250000 Penalty: 5027.606934
	Iteration 24Q: 3 clusters Score -3053003 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -3053066.500000 Penalty: 5027.606934
	Iteration 25Q: 3 clusters Score -3053066 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -3053111.250000 Penalty: 5027.606934
	Iteration 26Q: 3 clusters Score -3053111 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -3053158.250000 Penalty: 5027.606934
	Iteration 27Q: 3 clusters Score -3053158 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -3053200.750000 Penalty: 5027.606934
	Iteration 28Q: 3 clusters Score -3053201 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3053247.500000 Penalty: 5027.606934
	Iteration 29Q: 3 clusters Score -3053248 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -3053261.000000 Penalty: 5027.606934
	Iteration 30Q: 3 clusters Score -3053261 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -3053283.750000 Penalty: 5027.606934
	Iteration 31Q: 3 clusters Score -3053284 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -3053329.000000 Penalty: 5027.606934
	Iteration 32Q: 3 clusters Score -3053329 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3053349.500000 Penalty: 5027.606934
	Iteration 33Q: 3 clusters Score -3053350 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -3053373.500000 Penalty: 5027.606934
	Iteration 34Q: 3 clusters Score -3053374 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -3053402.250000 Penalty: 5027.606934
	Iteration 35Q: 3 clusters Score -3053402 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -3053425.500000 Penalty: 5027.606934
	Iteration 36Q: 3 clusters Score -3053426 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3053452.750000 Penalty: 5027.606934
	Iteration 37Q: 3 clusters Score -3053453 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3053457.500000 Penalty: 5027.606934
	Iteration 38Q: 3 clusters Score -3053458 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -3053481.250000 Penalty: 5027.606934
	Iteration 39Q: 3 clusters Score -3053481 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3053502.750000 Penalty: 5027.606934
	Iteration 40F: 3 clusters Score -3053503 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -3053520.500000 Penalty: 5027.606934
	Iteration 41Q: 3 clusters Score -3053520 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -3053541.000000 Penalty: 5027.606934
	Iteration 42Q: 3 clusters Score -3053541 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3053550.750000 Penalty: 5027.606934
	Iteration 43Q: 3 clusters Score -3053551 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3053567.750000 Penalty: 5027.606934
	Iteration 44Q: 3 clusters Score -3053568 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3053579.000000 Penalty: 5027.606934
	Iteration 45Q: 3 clusters Score -3053579 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -3053598.000000 Penalty: 5027.606934
	Iteration 46Q: 3 clusters Score -3053598 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3053608.500000 Penalty: 5027.606934
	Iteration 47Q: 3 clusters Score -3053608 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3053614.000000 Penalty: 5027.606934
	Iteration 48Q: 3 clusters Score -3053614 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3053640.000000 Penalty: 5027.606934
	Iteration 49Q: 3 clusters Score -3053640 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3053645.250000 Penalty: 5027.606934
	Iteration 50Q: 3 clusters Score -3053645 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3053648.500000 Penalty: 5027.606934
	Iteration 51Q: 3 clusters Score -3053648 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3053662.750000 Penalty: 5027.606934
	Iteration 52Q: 3 clusters Score -3053663 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3053675.750000 Penalty: 5027.606934
	Iteration 53Q: 3 clusters Score -3053676 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3053683.750000 Penalty: 5027.606934
	Iteration 54Q: 3 clusters Score -3053684 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3053696.000000 Penalty: 5027.606934
	Iteration 55Q: 3 clusters Score -3053696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -3053700.000000 Penalty: 5027.606934
	Iteration 56Q: 3 clusters Score -3053700 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3053711.750000 Penalty: 5027.606934
	Iteration 57Q: 3 clusters Score -3053712 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3053712.750000 Penalty: 5027.606934
	Iteration 58Q: 3 clusters Score -3053713 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -3053711.250000 Penalty: 5027.606934
	Iteration 59Q: 3 clusters Score -3053711 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3053723.250000 Penalty: 5027.606934
	Iteration 60F: 3 clusters Score -3053723 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3053727.500000 Penalty: 5027.606934
	Iteration 61Q: 3 clusters Score -3053728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3053743.250000 Penalty: 5027.606934
	Iteration 62Q: 3 clusters Score -3053743 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -3053746.500000 Penalty: 5027.606934
	Iteration 63Q: 3 clusters Score -3053746 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -3053747.000000 Penalty: 5027.606934
	Iteration 64Q: 3 clusters Score -3053747 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -3053752.500000 Penalty: 5027.606934
	Iteration 65Q: 3 clusters Score -3053752 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3053762 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3053768 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3053773 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3053773 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -3053784.250000 Penalty: 5027.606934
	Iteration 70Q: 3 clusters Score -3053784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3053786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3053788.250000 Penalty: 5027.606934
	Iteration 72Q: 3 clusters Score -3053788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3053803.250000 Penalty: 5027.606934
	Iteration 73Q: 3 clusters Score -3053803 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3053804 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3053798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3053808 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3053797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3053800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3053810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -3053814.500000 Penalty: 5027.606934
	Iteration 80F: 3 clusters Score -3053814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3053818.250000 Penalty: 5027.606934
	Iteration 81Q: 3 clusters Score -3053818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3053825.000000 Penalty: 5027.606934
	Iteration 82Q: 3 clusters Score -3053825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3053826.500000 Penalty: 5027.606934
	Iteration 83Q: 3 clusters Score -3053826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3053824.250000 Penalty: 5027.606934
	Iteration 84Q: 3 clusters Score -3053824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3053833.750000 Penalty: 5027.606934
	Iteration 85Q: 3 clusters Score -3053834 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3053829.000000 Penalty: 5027.606934
	Iteration 86Q: 3 clusters Score -3053829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3053828 nChanged 11
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Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3053826 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3053828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3053836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3053838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3053839.250000 Penalty: 5027.606934
	Iteration 92Q: 3 clusters Score -3053839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3053838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3053840 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3053834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3053840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -3053842.750000 Penalty: 5027.606934
	Iteration 97Q: 3 clusters Score -3053843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3053843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3053840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3053839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3053848.000000 Penalty: 5027.606934
	Iteration 101Q: 3 clusters Score -3053848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3053842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3053844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -3053849.000000 Penalty: 5027.606934
	Iteration 104Q: 3 clusters Score -3053849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3053850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -3053854.500000 Penalty: 5027.606934
	Iteration 106Q: 3 clusters Score -3053854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -3053851.750000 Penalty: 5027.606934
	Iteration 107Q: 3 clusters Score -3053852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -3053855.500000 Penalty: 5027.606934
	Iteration 108Q: 3 clusters Score -3053856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -3053862.500000 Penalty: 5027.606934
	Iteration 109Q: 3 clusters Score -3053862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -3053861.000000 Penalty: 5027.606934
	Iteration 110Q: 3 clusters Score -3053861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -3053867.750000 Penalty: 5027.606934
	Iteration 111Q: 3 clusters Score -3053868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3053870.000000 Penalty: 5027.606934
	Iteration 112Q: 3 clusters Score -3053870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3053868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -3053876.000000 Penalty: 5027.606934
	Iteration 114Q: 3 clusters Score -3053876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -3053878.750000 Penalty: 5027.606934
	Iteration 115Q: 3 clusters Score -3053879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3053879 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3053878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3053869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -3053872.250000 Penalty: 5027.606934
	Iteration 119Q: 3 clusters Score -3053872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3053877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3053877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -3053880.750000 Penalty: 5027.606934
	Iteration 122Q: 3 clusters Score -3053881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3053885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3053881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3053881 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3053881.250000 Penalty: 5027.606934
	Iteration 126Q: 3 clusters Score -3053881 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -3053879.000000 Penalty: 5027.606934
	Iteration 127Q: 3 clusters Score -3053879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3053884.500000 Penalty: 5027.606934
	Iteration 128Q: 3 clusters Score -3053884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -3053888.500000 Penalty: 5027.606934
	Iteration 129Q: 3 clusters Score -3053888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3053886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3053878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3053886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -3053897.000000 Penalty: 5027.606934
	Iteration 133Q: 3 clusters Score -3053897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3053897 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -3053899.000000 Penalty: 5027.606934
	Iteration 135Q: 3 clusters Score -3053899 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3053902.500000 Penalty: 5027.606934
	Iteration 136Q: 3 clusters Score -3053902 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3053902 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -3053907.250000 Penalty: 5027.606934
	Iteration 138Q: 3 clusters Score -3053907 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3053907 nChanged 17
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Mstep: Class 1 contains 8515 members 
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Entering Unmasked Estep 
Score: -3053912.750000 Penalty: 5027.606934
	Iteration 140F: 3 clusters Score -3053913 nChanged 9
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Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3053913 nChanged 8
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Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -3053915.500000 Penalty: 5027.606934
	Iteration 142Q: 3 clusters Score -3053916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3053916 nChanged 8
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Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3053916 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
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Entering Unmasked Estep 
Score: -3053908.500000 Penalty: 5027.606934
	Iteration 145Q: 3 clusters Score -3053908 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -3053906.500000 Penalty: 5027.606934
	Iteration 146Q: 3 clusters Score -3053906 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3053908 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -3053911.500000 Penalty: 5027.606934
	Iteration 148Q: 3 clusters Score -3053912 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -3053917.250000 Penalty: 5027.606934
	Iteration 149Q: 3 clusters Score -3053917 nChanged 9
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Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3053920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3053920 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -3053924.250000 Penalty: 5027.606934
	Iteration 152Q: 3 clusters Score -3053924 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3053916 nChanged 8
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Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -3053923.750000 Penalty: 5027.606934
	Iteration 154Q: 3 clusters Score -3053924 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
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Entering Unmasked Estep 
Score: -3053925.750000 Penalty: 5027.606934
	Iteration 155Q: 3 clusters Score -3053926 nChanged 4
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Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3053923 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -3053919.250000 Penalty: 5027.606934
	Iteration 157Q: 3 clusters Score -3053919 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -3053919.000000 Penalty: 5027.606934
	Iteration 158Q: 3 clusters Score -3053919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3053917.750000 Penalty: 5027.606934
	Iteration 159Q: 3 clusters Score -3053918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -3053918.000000 Penalty: 5027.606934
	Iteration 160F: 3 clusters Score -3053918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -3053918.500000 Penalty: 5027.606934
	Iteration 161Q: 3 clusters Score -3053918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -3053918.500000 Penalty: 5027.606934
	Iteration 162F: 3 clusters Score -3053918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -133490.156250 Penalty: 1802.692139
	Iteration 0F: 2 clusters Score -133490.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -131661.328125 Penalty: 3605.384277
	Iteration 0F: 3 clusters Score -131661.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -134369.796875 Penalty: 3605.384277
	Iteration 1F: 3 clusters Score -134369.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -136162.156250 Penalty: 3605.384277
	Iteration 2F: 3 clusters Score -136162.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -136580.250000 Penalty: 3605.384277
	Iteration 3Q: 3 clusters Score -136580.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -136669.531250 Penalty: 3605.384277
	Iteration 4Q: 3 clusters Score -136669.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -136778.203125 Penalty: 3605.384277
	Iteration 5Q: 3 clusters Score -136778.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -136965.765625 Penalty: 3605.384277
	Iteration 6Q: 3 clusters Score -136965.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -137199.796875 Penalty: 3605.384277
	Iteration 7Q: 3 clusters Score -137199.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -137268.171875 Penalty: 3605.384277
	Iteration 8Q: 3 clusters Score -137268.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -137281.265625 Penalty: 3605.384277
	Iteration 9Q: 3 clusters Score -137281.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -137293.156250 Penalty: 3605.384277
	Iteration 10Q: 3 clusters Score -137293.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -137304.390625 Penalty: 3605.384277
	Iteration 11Q: 3 clusters Score -137304.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -137311.875000 Penalty: 3605.384277
	Iteration 12Q: 3 clusters Score -137311.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -137322.453125 Penalty: 3605.384277
	Iteration 13Q: 3 clusters Score -137322.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -137330.109375 Penalty: 3605.384277
	Iteration 14Q: 3 clusters Score -137330.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -137333.656250 Penalty: 3605.384277
	Iteration 15Q: 3 clusters Score -137333.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -137339.734375 Penalty: 3605.384277
	Iteration 16Q: 3 clusters Score -137339.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -137345.546875 Penalty: 3605.384277
	Iteration 17F: 3 clusters Score -137345.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -137350.609375 Penalty: 3605.384277
	Iteration 18Q: 3 clusters Score -137350.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -137356.000000 Penalty: 3605.384277
	Iteration 19Q: 3 clusters Score -137356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -137358.218750 Penalty: 3605.384277
	Iteration 20F: 3 clusters Score -137358.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -137359.578125 Penalty: 3605.384277
	Iteration 21Q: 3 clusters Score -137359.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -137360.703125 Penalty: 3605.384277
	Iteration 22Q: 3 clusters Score -137360.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -137361.515625 Penalty: 3605.384277
	Iteration 23Q: 3 clusters Score -137361.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -137361.515625 Penalty: 3605.384277
	Iteration 24F: 3 clusters Score -137361.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 103619 members 
Mstep: Class 3 contains 2179 members 
Mstep: Class 4 contains 20885 members 
Mstep: Class 5 contains 33012 members 
Mstep: Class 6 contains 33644 members 
Mstep: Class 7 contains 25243 members 
Mstep: Class 8 contains 2931 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 170731 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 272183 members 
Mstep: Class 17 contains 185307 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 51355 members 
Mstep: Class 20 contains 46724 members 
Entering Unmasked Estep 
Score: -119169792.000000 Penalty: 54678.496094
Splitting cluster 9 changes total score from -119163632.000000 to -119169792.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 12 (272183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272183 members 
Entering Unmasked Estep 
Score: -34151544.000000 Penalty: 3103.529053
	Iteration 0F: 2 clusters Score -3.415154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136448 members 
Mstep: Class 2 contains 135735 members 
Entering Unmasked Estep 
Score: -33983528.000000 Penalty: 6207.058105
	Iteration 0F: 3 clusters Score -3.398353e+07 nChanged 131523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142473 members 
Mstep: Class 2 contains 129710 members 
Entering Unmasked Estep 
Score: -34060900.000000 Penalty: 6207.058105
	Iteration 1F: 3 clusters Score -3.40609e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146612 members 
Mstep: Class 2 contains 125571 members 
Entering Unmasked Estep 
Score: -34062020.000000 Penalty: 6207.058105
	Iteration 2Q: 3 clusters Score -3.406202e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153220 members 
Mstep: Class 2 contains 118963 members 
Entering Unmasked Estep 
Score: -34064224.000000 Penalty: 6207.058105
	Iteration 3Q: 3 clusters Score -3.406422e+07 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163423 members 
Mstep: Class 2 contains 108760 members 
Entering Unmasked Estep 
Score: -34068800.000000 Penalty: 6207.058105
	Iteration 4Q: 3 clusters Score -3.40688e+07 nChanged 16341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178904 members 
Mstep: Class 2 contains 93279 members 
Entering Unmasked Estep 
Score: -34077124.000000 Penalty: 6207.058105
	Iteration 5F: 3 clusters Score -3.407712e+07 nChanged 21659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200203 members 
Mstep: Class 2 contains 71980 members 
Entering Unmasked Estep 
Score: -34091176.000000 Penalty: 6207.058105
	Iteration 6F: 3 clusters Score -3.409118e+07 nChanged 24432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224535 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -34108988.000000 Penalty: 6207.058105
	Iteration 7F: 3 clusters Score -3.410899e+07 nChanged 21414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245911 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -34126000.000000 Penalty: 6207.058105
	Iteration 8F: 3 clusters Score -3.4126e+07 nChanged 14013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259904 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -34137884.000000 Penalty: 6207.058105
	Iteration 9F: 3 clusters Score -3.413788e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267106 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -34144188.000000 Penalty: 6207.058105
	Iteration 10Q: 3 clusters Score -3.414419e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270153 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -34146884.000000 Penalty: 6207.058105
	Iteration 11Q: 3 clusters Score -3.414688e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271270 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -34147976.000000 Penalty: 6207.058105
	Iteration 12Q: 3 clusters Score -3.414798e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271654 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -34148304.000000 Penalty: 6207.058105
	Iteration 13Q: 3 clusters Score -3.41483e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271798 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -34148520.000000 Penalty: 6207.058105
	Iteration 14Q: 3 clusters Score -3.414852e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271856 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -34148596.000000 Penalty: 6207.058105
	Iteration 15Q: 3 clusters Score -3.41486e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271881 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -34148656.000000 Penalty: 6207.058105
	Iteration 16Q: 3 clusters Score -3.414866e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271894 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -34148664.000000 Penalty: 6207.058105
	Iteration 17Q: 3 clusters Score -3.414866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271897 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -34148680.000000 Penalty: 6207.058105
	Iteration 18Q: 3 clusters Score -3.414868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271899 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -34148684.000000 Penalty: 6207.058105
	Iteration 19Q: 3 clusters Score -3.414868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271904 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -34148708.000000 Penalty: 6207.058105
	Iteration 20F: 3 clusters Score -3.414871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271908 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -34148732.000000 Penalty: 6207.058105
	Iteration 21Q: 3 clusters Score -3.414873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271912 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34148720.000000 Penalty: 6207.058105
	Iteration 22Q: 3 clusters Score -3.414872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271910 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -34148720.000000 Penalty: 6207.058105
	Iteration 23Q: 3 clusters Score -3.414872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271911 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34148724.000000 Penalty: 6207.058105
	Iteration 24Q: 3 clusters Score -3.414872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271912 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34148732.000000 Penalty: 6207.058105
	Iteration 25Q: 3 clusters Score -3.414873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271912 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -34148732.000000 Penalty: 6207.058105
	Iteration 26F: 3 clusters Score -3.414873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (185307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185307 members 
Entering Unmasked Estep 
Score: -23275346.000000 Penalty: 3008.182861
	Iteration 0F: 2 clusters Score -2.327535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92644 members 
Mstep: Class 2 contains 92663 members 
Entering Unmasked Estep 
Score: -23152698.000000 Penalty: 6016.365723
	Iteration 0F: 3 clusters Score -2.31527e+07 nChanged 88812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93502 members 
Mstep: Class 2 contains 91805 members 
Entering Unmasked Estep 
Score: -23204864.000000 Penalty: 6016.365723
	Iteration 1F: 3 clusters Score -2.320486e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93586 members 
Mstep: Class 2 contains 91721 members 
Entering Unmasked Estep 
Score: -23206720.000000 Penalty: 6016.365723
	Iteration 2Q: 3 clusters Score -2.320672e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93478 members 
Mstep: Class 2 contains 91829 members 
Entering Unmasked Estep 
Score: -23209796.000000 Penalty: 6016.365723
	Iteration 3Q: 3 clusters Score -2.32098e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92827 members 
Mstep: Class 2 contains 92480 members 
Entering Unmasked Estep 
Score: -23214590.000000 Penalty: 6016.365723
	Iteration 4Q: 3 clusters Score -2.321459e+07 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91279 members 
Mstep: Class 2 contains 94028 members 
Entering Unmasked Estep 
Score: -23221812.000000 Penalty: 6016.365723
	Iteration 5F: 3 clusters Score -2.322181e+07 nChanged 12747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88588 members 
Mstep: Class 2 contains 96719 members 
Entering Unmasked Estep 
Score: -23231274.000000 Penalty: 6016.365723
	Iteration 6F: 3 clusters Score -2.323127e+07 nChanged 13553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85011 members 
Mstep: Class 2 contains 100296 members 
Entering Unmasked Estep 
Score: -23241442.000000 Penalty: 6016.365723
	Iteration 7F: 3 clusters Score -2.324144e+07 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81256 members 
Mstep: Class 2 contains 104051 members 
Entering Unmasked Estep 
Score: -23248322.000000 Penalty: 6016.365723
	Iteration 8F: 3 clusters Score -2.324832e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78199 members 
Mstep: Class 2 contains 107108 members 
Entering Unmasked Estep 
Score: -23251486.000000 Penalty: 6016.365723
	Iteration 9Q: 3 clusters Score -2.325149e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75216 members 
Mstep: Class 2 contains 110091 members 
Entering Unmasked Estep 
Score: -23253246.000000 Penalty: 6016.365723
	Iteration 10Q: 3 clusters Score -2.325325e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72275 members 
Mstep: Class 2 contains 113032 members 
Entering Unmasked Estep 
Score: -23254480.000000 Penalty: 6016.365723
	Iteration 11Q: 3 clusters Score -2.325448e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 115886 members 
Entering Unmasked Estep 
Score: -23255816.000000 Penalty: 6016.365723
	Iteration 12Q: 3 clusters Score -2.325582e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66636 members 
Mstep: Class 2 contains 118671 members 
Entering Unmasked Estep 
Score: -23257122.000000 Penalty: 6016.365723
	Iteration 13Q: 3 clusters Score -2.325712e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 121422 members 
Entering Unmasked Estep 
Score: -23258426.000000 Penalty: 6016.365723
	Iteration 14Q: 3 clusters Score -2.325843e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 124057 members 
Entering Unmasked Estep 
Score: -23259498.000000 Penalty: 6016.365723
	Iteration 15Q: 3 clusters Score -2.32595e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 126589 members 
Entering Unmasked Estep 
Score: -23260356.000000 Penalty: 6016.365723
	Iteration 16Q: 3 clusters Score -2.326036e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56269 members 
Mstep: Class 2 contains 129038 members 
Entering Unmasked Estep 
Score: -23261072.000000 Penalty: 6016.365723
	Iteration 17Q: 3 clusters Score -2.326107e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 131377 members 
Entering Unmasked Estep 
Score: -23261810.000000 Penalty: 6016.365723
	Iteration 18Q: 3 clusters Score -2.326181e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 133605 members 
Entering Unmasked Estep 
Score: -23262480.000000 Penalty: 6016.365723
	Iteration 19Q: 3 clusters Score -2.326248e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 135870 members 
Entering Unmasked Estep 
Score: -23263046.000000 Penalty: 6016.365723
	Iteration 20F: 3 clusters Score -2.326305e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 137969 members 
Entering Unmasked Estep 
Score: -23263436.000000 Penalty: 6016.365723
	Iteration 21Q: 3 clusters Score -2.326344e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 140085 members 
Entering Unmasked Estep 
Score: -23264016.000000 Penalty: 6016.365723
	Iteration 22Q: 3 clusters Score -2.326402e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 142223 members 
Entering Unmasked Estep 
Score: -23264560.000000 Penalty: 6016.365723
	Iteration 23Q: 3 clusters Score -2.326456e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 144251 members 
Entering Unmasked Estep 
Score: -23265078.000000 Penalty: 6016.365723
	Iteration 24Q: 3 clusters Score -2.326508e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 146288 members 
Entering Unmasked Estep 
Score: -23265544.000000 Penalty: 6016.365723
	Iteration 25Q: 3 clusters Score -2.326554e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 148347 members 
Entering Unmasked Estep 
Score: -23266058.000000 Penalty: 6016.365723
	Iteration 26Q: 3 clusters Score -2.326606e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 150368 members 
Entering Unmasked Estep 
Score: -23266506.000000 Penalty: 6016.365723
	Iteration 27Q: 3 clusters Score -2.326651e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 152414 members 
Entering Unmasked Estep 
Score: -23267124.000000 Penalty: 6016.365723
	Iteration 28Q: 3 clusters Score -2.326712e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 154384 members 
Entering Unmasked Estep 
Score: -23267664.000000 Penalty: 6016.365723
	Iteration 29Q: 3 clusters Score -2.326766e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 156258 members 
Entering Unmasked Estep 
Score: -23268100.000000 Penalty: 6016.365723
	Iteration 30Q: 3 clusters Score -2.32681e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 158038 members 
Entering Unmasked Estep 
Score: -23268334.000000 Penalty: 6016.365723
	Iteration 31Q: 3 clusters Score -2.326833e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 159712 members 
Entering Unmasked Estep 
Score: -23268764.000000 Penalty: 6016.365723
	Iteration 32Q: 3 clusters Score -2.326876e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 161344 members 
Entering Unmasked Estep 
Score: -23269058.000000 Penalty: 6016.365723
	Iteration 33Q: 3 clusters Score -2.326906e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 162864 members 
Entering Unmasked Estep 
Score: -23269426.000000 Penalty: 6016.365723
	Iteration 34Q: 3 clusters Score -2.326943e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 164384 members 
Entering Unmasked Estep 
Score: -23269740.000000 Penalty: 6016.365723
	Iteration 35Q: 3 clusters Score -2.326974e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 165938 members 
Entering Unmasked Estep 
Score: -23270126.000000 Penalty: 6016.365723
	Iteration 36Q: 3 clusters Score -2.327013e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 167395 members 
Entering Unmasked Estep 
Score: -23270506.000000 Penalty: 6016.365723
	Iteration 37Q: 3 clusters Score -2.327051e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 168763 members 
Entering Unmasked Estep 
Score: -23270962.000000 Penalty: 6016.365723
	Iteration 38Q: 3 clusters Score -2.327096e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 170049 members 
Entering Unmasked Estep 
Score: -23271228.000000 Penalty: 6016.365723
	Iteration 39Q: 3 clusters Score -2.327123e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 171178 members 
Entering Unmasked Estep 
Score: -23271570.000000 Penalty: 6016.365723
	Iteration 40F: 3 clusters Score -2.327157e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 172242 members 
Entering Unmasked Estep 
Score: -23271940.000000 Penalty: 6016.365723
	Iteration 41Q: 3 clusters Score -2.327194e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 173184 members 
Entering Unmasked Estep 
Score: -23272262.000000 Penalty: 6016.365723
	Iteration 42Q: 3 clusters Score -2.327226e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 174021 members 
Entering Unmasked Estep 
Score: -23272450.000000 Penalty: 6016.365723
	Iteration 43Q: 3 clusters Score -2.327245e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 174799 members 
Entering Unmasked Estep 
Score: -23272568.000000 Penalty: 6016.365723
	Iteration 44Q: 3 clusters Score -2.327257e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 175509 members 
Entering Unmasked Estep 
Score: -23272720.000000 Penalty: 6016.365723
	Iteration 45Q: 3 clusters Score -2.327272e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 176152 members 
Entering Unmasked Estep 
Score: -23272830.000000 Penalty: 6016.365723
	Iteration 46Q: 3 clusters Score -2.327283e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 176723 members 
Entering Unmasked Estep 
Score: -23272946.000000 Penalty: 6016.365723
	Iteration 47Q: 3 clusters Score -2.327295e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 177263 members 
Entering Unmasked Estep 
Score: -23273054.000000 Penalty: 6016.365723
	Iteration 48Q: 3 clusters Score -2.327305e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 177740 members 
Entering Unmasked Estep 
Score: -23273146.000000 Penalty: 6016.365723
	Iteration 49Q: 3 clusters Score -2.327315e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 178138 members 
Entering Unmasked Estep 
Score: -23273282.000000 Penalty: 6016.365723
	Iteration 50Q: 3 clusters Score -2.327328e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 178522 members 
Entering Unmasked Estep 
Score: -23273300.000000 Penalty: 6016.365723
	Iteration 51Q: 3 clusters Score -2.32733e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 178863 members 
Entering Unmasked Estep 
Score: -23273388.000000 Penalty: 6016.365723
	Iteration 52Q: 3 clusters Score -2.327339e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 179169 members 
Entering Unmasked Estep 
Score: -23273460.000000 Penalty: 6016.365723
	Iteration 53Q: 3 clusters Score -2.327346e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 179425 members 
Entering Unmasked Estep 
Score: -23273508.000000 Penalty: 6016.365723
	Iteration 54Q: 3 clusters Score -2.327351e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 179635 members 
Entering Unmasked Estep 
Score: -23273570.000000 Penalty: 6016.365723
	Iteration 55Q: 3 clusters Score -2.327357e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 179817 members 
Entering Unmasked Estep 
Score: -23273584.000000 Penalty: 6016.365723
	Iteration 56Q: 3 clusters Score -2.327358e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 179986 members 
Entering Unmasked Estep 
Score: -23273646.000000 Penalty: 6016.365723
	Iteration 57Q: 3 clusters Score -2.327365e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 180136 members 
Entering Unmasked Estep 
Score: -23273678.000000 Penalty: 6016.365723
	Iteration 58Q: 3 clusters Score -2.327368e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 180244 members 
Entering Unmasked Estep 
Score: -23273694.000000 Penalty: 6016.365723
	Iteration 59Q: 3 clusters Score -2.327369e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 180356 members 
Entering Unmasked Estep 
Score: -23273704.000000 Penalty: 6016.365723
	Iteration 60F: 3 clusters Score -2.32737e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 180451 members 
Entering Unmasked Estep 
Score: -23273650.000000 Penalty: 6016.365723
	Iteration 61Q: 3 clusters Score -2.327365e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 180532 members 
Entering Unmasked Estep 
Score: -23273704.000000 Penalty: 6016.365723
	Iteration 62Q: 3 clusters Score -2.32737e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 180611 members 
Entering Unmasked Estep 
Score: -23273692.000000 Penalty: 6016.365723
	Iteration 63Q: 3 clusters Score -2.327369e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 180689 members 
Entering Unmasked Estep 
Score: -23273692.000000 Penalty: 6016.365723
	Iteration 64Q: 3 clusters Score -2.327369e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 180755 members 
Entering Unmasked Estep 
Score: -23273696.000000 Penalty: 6016.365723
	Iteration 65Q: 3 clusters Score -2.32737e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 180807 members 
Entering Unmasked Estep 
Score: -23273708.000000 Penalty: 6016.365723
	Iteration 66Q: 3 clusters Score -2.327371e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 180848 members 
Entering Unmasked Estep 
Score: -23273718.000000 Penalty: 6016.365723
	Iteration 67Q: 3 clusters Score -2.327372e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 180893 members 
Entering Unmasked Estep 
Score: -23273730.000000 Penalty: 6016.365723
	Iteration 68Q: 3 clusters Score -2.327373e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 180931 members 
Entering Unmasked Estep 
Score: -23273730.000000 Penalty: 6016.365723
	Iteration 69Q: 3 clusters Score -2.327373e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 180961 members 
Entering Unmasked Estep 
Score: -23273754.000000 Penalty: 6016.365723
	Iteration 70Q: 3 clusters Score -2.327375e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 180991 members 
Entering Unmasked Estep 
Score: -23273742.000000 Penalty: 6016.365723
	Iteration 71Q: 3 clusters Score -2.327374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 181008 members 
Entering Unmasked Estep 
Score: -23273760.000000 Penalty: 6016.365723
	Iteration 72Q: 3 clusters Score -2.327376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 181019 members 
Entering Unmasked Estep 
Score: -23273764.000000 Penalty: 6016.365723
	Iteration 73Q: 3 clusters Score -2.327376e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 181034 members 
Entering Unmasked Estep 
Score: -23273764.000000 Penalty: 6016.365723
	Iteration 74Q: 3 clusters Score -2.327376e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 181047 members 
Entering Unmasked Estep 
Score: -23273758.000000 Penalty: 6016.365723
	Iteration 75Q: 3 clusters Score -2.327376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 181054 members 
Entering Unmasked Estep 
Score: -23273746.000000 Penalty: 6016.365723
	Iteration 76Q: 3 clusters Score -2.327375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 181057 members 
Entering Unmasked Estep 
Score: -23273748.000000 Penalty: 6016.365723
	Iteration 77Q: 3 clusters Score -2.327375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 181062 members 
Entering Unmasked Estep 
Score: -23273742.000000 Penalty: 6016.365723
	Iteration 78Q: 3 clusters Score -2.327374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 181066 members 
Entering Unmasked Estep 
Score: -23273724.000000 Penalty: 6016.365723
	Iteration 79Q: 3 clusters Score -2.327372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 181071 members 
Entering Unmasked Estep 
Score: -23273720.000000 Penalty: 6016.365723
	Iteration 80F: 3 clusters Score -2.327372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 181077 members 
Entering Unmasked Estep 
Score: -23273730.000000 Penalty: 6016.365723
	Iteration 81Q: 3 clusters Score -2.327373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 181081 members 
Entering Unmasked Estep 
Score: -23273728.000000 Penalty: 6016.365723
	Iteration 82Q: 3 clusters Score -2.327373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 181085 members 
Entering Unmasked Estep 
Score: -23273710.000000 Penalty: 6016.365723
	Iteration 83Q: 3 clusters Score -2.327371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 181089 members 
Entering Unmasked Estep 
Score: -23273728.000000 Penalty: 6016.365723
	Iteration 84Q: 3 clusters Score -2.327373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 181093 members 
Entering Unmasked Estep 
Score: -23273708.000000 Penalty: 6016.365723
	Iteration 85Q: 3 clusters Score -2.327371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 181100 members 
Entering Unmasked Estep 
Score: -23273686.000000 Penalty: 6016.365723
	Iteration 86Q: 3 clusters Score -2.327369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 181109 members 
Entering Unmasked Estep 
Score: -23273682.000000 Penalty: 6016.365723
	Iteration 87Q: 3 clusters Score -2.327368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 181117 members 
Entering Unmasked Estep 
Score: -23273680.000000 Penalty: 6016.365723
	Iteration 88Q: 3 clusters Score -2.327368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 181124 members 
Entering Unmasked Estep 
Score: -23273688.000000 Penalty: 6016.365723
	Iteration 89Q: 3 clusters Score -2.327369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 181134 members 
Entering Unmasked Estep 
Score: -23273662.000000 Penalty: 6016.365723
	Iteration 90Q: 3 clusters Score -2.327366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 181142 members 
Entering Unmasked Estep 
Score: -23273662.000000 Penalty: 6016.365723
	Iteration 91Q: 3 clusters Score -2.327366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 181150 members 
Entering Unmasked Estep 
Score: -23273668.000000 Penalty: 6016.365723
	Iteration 92Q: 3 clusters Score -2.327367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 181152 members 
Entering Unmasked Estep 
Score: -23273670.000000 Penalty: 6016.365723
	Iteration 93Q: 3 clusters Score -2.327367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 181154 members 
Entering Unmasked Estep 
Score: -23273672.000000 Penalty: 6016.365723
	Iteration 94Q: 3 clusters Score -2.327367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 181157 members 
Entering Unmasked Estep 
Score: -23273662.000000 Penalty: 6016.365723
	Iteration 95Q: 3 clusters Score -2.327366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 181159 members 
Entering Unmasked Estep 
Score: -23273668.000000 Penalty: 6016.365723
	Iteration 96Q: 3 clusters Score -2.327367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 181160 members 
Entering Unmasked Estep 
Score: -23273660.000000 Penalty: 6016.365723
	Iteration 97Q: 3 clusters Score -2.327366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 181162 members 
Entering Unmasked Estep 
Score: -23273662.000000 Penalty: 6016.365723
	Iteration 98Q: 3 clusters Score -2.327366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 181162 members 
Entering Unmasked Estep 
Score: -23273652.000000 Penalty: 6016.365723
	Iteration 99Q: 3 clusters Score -2.327365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 181165 members 
Entering Unmasked Estep 
Score: -23273660.000000 Penalty: 6016.365723
	Iteration 100F: 3 clusters Score -2.327366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 181171 members 
Entering Unmasked Estep 
Score: -23273660.000000 Penalty: 6016.365723
	Iteration 101Q: 3 clusters Score -2.327366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 181180 members 
Entering Unmasked Estep 
Score: -23273646.000000 Penalty: 6016.365723
	Iteration 102Q: 3 clusters Score -2.327365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 181185 members 
Entering Unmasked Estep 
Score: -23273658.000000 Penalty: 6016.365723
	Iteration 103Q: 3 clusters Score -2.327366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 181189 members 
Entering Unmasked Estep 
Score: -23273662.000000 Penalty: 6016.365723
	Iteration 104Q: 3 clusters Score -2.327366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 181192 members 
Entering Unmasked Estep 
Score: -23273660.000000 Penalty: 6016.365723
	Iteration 105Q: 3 clusters Score -2.327366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 181194 members 
Entering Unmasked Estep 
Score: -23273656.000000 Penalty: 6016.365723
	Iteration 106Q: 3 clusters Score -2.327366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 181197 members 
Entering Unmasked Estep 
Score: -23273652.000000 Penalty: 6016.365723
	Iteration 107Q: 3 clusters Score -2.327365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 181200 members 
Entering Unmasked Estep 
Score: -23273656.000000 Penalty: 6016.365723
	Iteration 108Q: 3 clusters Score -2.327366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 181203 members 
Entering Unmasked Estep 
Score: -23273672.000000 Penalty: 6016.365723
	Iteration 109Q: 3 clusters Score -2.327367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 181204 members 
Entering Unmasked Estep 
Score: -23273668.000000 Penalty: 6016.365723
	Iteration 110Q: 3 clusters Score -2.327367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 181206 members 
Entering Unmasked Estep 
Score: -23273670.000000 Penalty: 6016.365723
	Iteration 111Q: 3 clusters Score -2.327367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 181212 members 
Entering Unmasked Estep 
Score: -23273692.000000 Penalty: 6016.365723
	Iteration 112Q: 3 clusters Score -2.327369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 181213 members 
Entering Unmasked Estep 
Score: -23273680.000000 Penalty: 6016.365723
	Iteration 113Q: 3 clusters Score -2.327368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 181214 members 
Entering Unmasked Estep 
Score: -23273680.000000 Penalty: 6016.365723
	Iteration 114Q: 3 clusters Score -2.327368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 181217 members 
Entering Unmasked Estep 
Score: -23273688.000000 Penalty: 6016.365723
	Iteration 115Q: 3 clusters Score -2.327369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 181219 members 
Entering Unmasked Estep 
Score: -23273702.000000 Penalty: 6016.365723
	Iteration 116Q: 3 clusters Score -2.32737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 181220 members 
Entering Unmasked Estep 
Score: -23273696.000000 Penalty: 6016.365723
	Iteration 117Q: 3 clusters Score -2.32737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 181219 members 
Entering Unmasked Estep 
Score: -23273704.000000 Penalty: 6016.365723
	Iteration 118Q: 3 clusters Score -2.32737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 181222 members 
Entering Unmasked Estep 
Score: -23273698.000000 Penalty: 6016.365723
	Iteration 119Q: 3 clusters Score -2.32737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 181224 members 
Entering Unmasked Estep 
Score: -23273696.000000 Penalty: 6016.365723
	Iteration 120F: 3 clusters Score -2.32737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 181225 members 
Entering Unmasked Estep 
Score: -23273686.000000 Penalty: 6016.365723
	Iteration 121Q: 3 clusters Score -2.327369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 181226 members 
Entering Unmasked Estep 
Score: -23273678.000000 Penalty: 6016.365723
	Iteration 122Q: 3 clusters Score -2.327368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 181226 members 
Entering Unmasked Estep 
Score: -23273678.000000 Penalty: 6016.365723
	Iteration 123F: 3 clusters Score -2.327368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -80046.867188 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -80046.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78633.890625 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -78633.89 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -79987.875000 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -79987.88 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -80709.156250 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -80709.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -80937.257812 Penalty: 3304.913818
	Iteration 3F: 3 clusters Score -80937.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -81087.843750 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -81087.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -81186.312500 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -81186.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -81198.476562 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -81198.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -81198.476562 Penalty: 3304.913818
	Iteration 7F: 3 clusters Score -81198.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 103619 members 
Mstep: Class 3 contains 2179 members 
Mstep: Class 4 contains 20885 members 
Mstep: Class 5 contains 33012 members 
Mstep: Class 6 contains 33644 members 
Mstep: Class 7 contains 25243 members 
Mstep: Class 8 contains 2931 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 170731 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 272183 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 17 contains 185307 members 
Mstep: Class 18 contains 235 members 
Mstep: Class 19 contains 51355 members 
Mstep: Class 20 contains 46724 members 
Entering Unmasked Estep 
Score: -119169128.000000 Penalty: 58095.902344
Splitting cluster 18 changes total score from -119163632.000000 to -119169128.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 19 (51355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Entering Unmasked Estep 
Score: -6368202.000000 Penalty: 2689.936279
	Iteration 0F: 2 clusters Score -6368202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -6333553.500000 Penalty: 5379.872559
	Iteration 0F: 3 clusters Score -6333554 nChanged 23673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -6346505.000000 Penalty: 5379.872559
	Iteration 1F: 3 clusters Score -6346505 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -6346938.000000 Penalty: 5379.872559
	Iteration 2Q: 3 clusters Score -6346938 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -6347339.000000 Penalty: 5379.872559
	Iteration 3Q: 3 clusters Score -6347339 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -6347687.000000 Penalty: 5379.872559
	Iteration 4Q: 3 clusters Score -6347687 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -6347942.000000 Penalty: 5379.872559
	Iteration 5Q: 3 clusters Score -6347942 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -6348175.000000 Penalty: 5379.872559
	Iteration 6Q: 3 clusters Score -6348175 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -6348378.000000 Penalty: 5379.872559
	Iteration 7Q: 3 clusters Score -6348378 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -6348564.500000 Penalty: 5379.872559
	Iteration 8Q: 3 clusters Score -6348564 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -6348707.500000 Penalty: 5379.872559
	Iteration 9Q: 3 clusters Score -6348708 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -6348853.500000 Penalty: 5379.872559
	Iteration 10Q: 3 clusters Score -6348854 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -6349083.000000 Penalty: 5379.872559
	Iteration 11Q: 3 clusters Score -6349083 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -6349301.000000 Penalty: 5379.872559
	Iteration 12Q: 3 clusters Score -6349301 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -6349624.500000 Penalty: 5379.872559
	Iteration 13Q: 3 clusters Score -6349624 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -6350146.500000 Penalty: 5379.872559
	Iteration 14Q: 3 clusters Score -6350146 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -6350938.500000 Penalty: 5379.872559
	Iteration 15Q: 3 clusters Score -6350938 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -6352210.000000 Penalty: 5379.872559
	Iteration 16Q: 3 clusters Score -6352210 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -6354114.500000 Penalty: 5379.872559
	Iteration 17F: 3 clusters Score -6354114 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -6356503.000000 Penalty: 5379.872559
	Iteration 18F: 3 clusters Score -6356503 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -6358754.500000 Penalty: 5379.872559
	Iteration 19Q: 3 clusters Score -6358754 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -6360546.500000 Penalty: 5379.872559
	Iteration 20F: 3 clusters Score -6360546 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -6361693.500000 Penalty: 5379.872559
	Iteration 21Q: 3 clusters Score -6361694 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -6362584.500000 Penalty: 5379.872559
	Iteration 22Q: 3 clusters Score -6362584 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -6363347.000000 Penalty: 5379.872559
	Iteration 23Q: 3 clusters Score -6363347 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -6363977.500000 Penalty: 5379.872559
	Iteration 24Q: 3 clusters Score -6363978 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -6364445.500000 Penalty: 5379.872559
	Iteration 25Q: 3 clusters Score -6364446 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -6364804.000000 Penalty: 5379.872559
	Iteration 26Q: 3 clusters Score -6364804 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6365088.500000 Penalty: 5379.872559
	Iteration 27Q: 3 clusters Score -6365088 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -6365303.500000 Penalty: 5379.872559
	Iteration 28Q: 3 clusters Score -6365304 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -6365497.500000 Penalty: 5379.872559
	Iteration 29Q: 3 clusters Score -6365498 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6365613.500000 Penalty: 5379.872559
	Iteration 30Q: 3 clusters Score -6365614 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6365707.000000 Penalty: 5379.872559
	Iteration 31Q: 3 clusters Score -6365707 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6365769.500000 Penalty: 5379.872559
	Iteration 32Q: 3 clusters Score -6365770 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -6365819.000000 Penalty: 5379.872559
	Iteration 33Q: 3 clusters Score -6365819 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6365849.000000 Penalty: 5379.872559
	Iteration 34Q: 3 clusters Score -6365849 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6365880.000000 Penalty: 5379.872559
	Iteration 35Q: 3 clusters Score -6365880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6365909.000000 Penalty: 5379.872559
	Iteration 36Q: 3 clusters Score -6365909 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6365913.500000 Penalty: 5379.872559
	Iteration 37Q: 3 clusters Score -6365914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6365936.000000 Penalty: 5379.872559
	Iteration 38Q: 3 clusters Score -6365936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6365955.000000 Penalty: 5379.872559
	Iteration 39Q: 3 clusters Score -6365955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6365971.500000 Penalty: 5379.872559
	Iteration 40F: 3 clusters Score -6365972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6365987.500000 Penalty: 5379.872559
	Iteration 41Q: 3 clusters Score -6365988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6365987.000000 Penalty: 5379.872559
	Iteration 42Q: 3 clusters Score -6365987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6365986.000000 Penalty: 5379.872559
	Iteration 43Q: 3 clusters Score -6365986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6365998.500000 Penalty: 5379.872559
	Iteration 44Q: 3 clusters Score -6365998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6366011.500000 Penalty: 5379.872559
	Iteration 45Q: 3 clusters Score -6366012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6366017.000000 Penalty: 5379.872559
	Iteration 46Q: 3 clusters Score -6366017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6366023.500000 Penalty: 5379.872559
	Iteration 47Q: 3 clusters Score -6366024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6366024.500000 Penalty: 5379.872559
	Iteration 48Q: 3 clusters Score -6366024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -6366021.000000 Penalty: 5379.872559
	Iteration 49Q: 3 clusters Score -6366021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6366025.500000 Penalty: 5379.872559
	Iteration 50Q: 3 clusters Score -6366026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6366031.000000 Penalty: 5379.872559
	Iteration 51Q: 3 clusters Score -6366031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6366029.500000 Penalty: 5379.872559
	Iteration 52Q: 3 clusters Score -6366030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6366026.000000 Penalty: 5379.872559
	Iteration 53Q: 3 clusters Score -6366026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6366021.500000 Penalty: 5379.872559
	Iteration 54Q: 3 clusters Score -6366022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6366021.500000 Penalty: 5379.872559
	Iteration 55F: 3 clusters Score -6366022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Entering Unmasked Estep 
Score: -5956860.500000 Penalty: 2666.499268
	Iteration 0F: 2 clusters Score -5956860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -5925354.500000 Penalty: 5332.998535
	Iteration 0F: 3 clusters Score -5925354 nChanged 21539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -5937227.500000 Penalty: 5332.998535
	Iteration 1F: 3 clusters Score -5937228 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -5937798.000000 Penalty: 5332.998535
	Iteration 2Q: 3 clusters Score -5937798 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -5938414.500000 Penalty: 5332.998535
	Iteration 3Q: 3 clusters Score -5938414 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -5939216.000000 Penalty: 5332.998535
	Iteration 4Q: 3 clusters Score -5939216 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -5940417.000000 Penalty: 5332.998535
	Iteration 5F: 3 clusters Score -5940417 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -5942271.500000 Penalty: 5332.998535
	Iteration 6F: 3 clusters Score -5942272 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -5944820.000000 Penalty: 5332.998535
	Iteration 7F: 3 clusters Score -5944820 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -5947956.500000 Penalty: 5332.998535
	Iteration 8F: 3 clusters Score -5947956 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -5950778.500000 Penalty: 5332.998535
	Iteration 9F: 3 clusters Score -5950778 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5952794.500000 Penalty: 5332.998535
	Iteration 10Q: 3 clusters Score -5952794 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5953689.500000 Penalty: 5332.998535
	Iteration 11Q: 3 clusters Score -5953690 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5954102 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5954277.000000 Penalty: 5332.998535
	Iteration 13Q: 3 clusters Score -5954277 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5954372.500000 Penalty: 5332.998535
	Iteration 14Q: 3 clusters Score -5954372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5954414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5954439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5954474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5954488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5954496.500000 Penalty: 5332.998535
	Iteration 19Q: 3 clusters Score -5954496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5954519.000000 Penalty: 5332.998535
	Iteration 20F: 3 clusters Score -5954519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5954538.500000 Penalty: 5332.998535
	Iteration 21Q: 3 clusters Score -5954538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5954546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5954545.500000 Penalty: 5332.998535
	Iteration 23Q: 3 clusters Score -5954546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5954545.500000 Penalty: 5332.998535
	Iteration 24F: 3 clusters Score -5954546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 103619 members 
Mstep: Class 3 contains 2179 members 
Mstep: Class 4 contains 20885 members 
Mstep: Class 5 contains 33012 members 
Mstep: Class 6 contains 33644 members 
Mstep: Class 7 contains 25243 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 12 contains 272183 members 
Mstep: Class 17 contains 185307 members 
Mstep: Class 18 contains 235 members 
Mstep: Class 19 contains 51355 members 
Mstep: Class 20 contains 46724 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 18 clusters Score -1.191735e+08 nChanged 13880
Entering Unmasked Mstep 
Mstep: Class 0 contains 1155 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 103987 members 
Mstep: Class 3 contains 2174 members 
Mstep: Class 4 contains 22160 members 
Mstep: Class 5 contains 33128 members 
Mstep: Class 6 contains 33838 members 
Mstep: Class 7 contains 25244 members 
Mstep: Class 8 contains 2930 members 
Mstep: Class 9 contains 502 members 
Mstep: Class 10 contains 167100 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 272964 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 17 contains 186160 members 
Mstep: Class 18 contains 236 members 
Mstep: Class 19 contains 51412 members 
Mstep: Class 20 contains 46644 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 18 clusters Score -1.191885e+08 nChanged 12496
Entering Unmasked Mstep 
Mstep: Class 0 contains 924 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 103641 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 23118 members 
Mstep: Class 5 contains 33066 members 
Mstep: Class 6 contains 33915 members 
Mstep: Class 7 contains 25249 members 
Mstep: Class 8 contains 2948 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 167805 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 272493 members 
Mstep: Class 13 contains 582 members 
Mstep: Class 17 contains 185652 members 
Mstep: Class 18 contains 449 members 
Mstep: Class 19 contains 51455 members 
Mstep: Class 20 contains 46240 members 
Entering Unmasked Estep 
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Iteration 81Q: 18 clusters Score -1.192001e+08 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 103512 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 24016 members 
Mstep: Class 5 contains 33028 members 
Mstep: Class 6 contains 34005 members 
Mstep: Class 7 contains 25239 members 
Mstep: Class 8 contains 2956 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 168588 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 271774 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 17 contains 185111 members 
Mstep: Class 18 contains 439 members 
Mstep: Class 19 contains 51441 members 
Mstep: Class 20 contains 45928 members 
Entering Unmasked Estep 
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Iteration 82Q: 18 clusters Score -1.192012e+08 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 103501 members 
Mstep: Class 3 contains 2164 members 
Mstep: Class 4 contains 24778 members 
Mstep: Class 5 contains 33035 members 
Mstep: Class 6 contains 34115 members 
Mstep: Class 7 contains 25226 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 169478 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 270903 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 17 contains 184589 members 
Mstep: Class 18 contains 434 members 
Mstep: Class 19 contains 51400 members 
Mstep: Class 20 contains 45637 members 
Entering Unmasked Estep 
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Iteration 83Q: 18 clusters Score -1.192019e+08 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 103606 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 25453 members 
Mstep: Class 5 contains 33037 members 
Mstep: Class 6 contains 34211 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2967 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 170334 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 270082 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 17 contains 183977 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 51345 members 
Mstep: Class 20 contains 45416 members 
Entering Unmasked Estep 
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Iteration 84Q: 18 clusters Score -1.192033e+08 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 103716 members 
Mstep: Class 3 contains 2159 members 
Mstep: Class 4 contains 26051 members 
Mstep: Class 5 contains 33081 members 
Mstep: Class 6 contains 34318 members 
Mstep: Class 7 contains 25185 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 171189 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 269271 members 
Mstep: Class 13 contains 595 members 
Mstep: Class 17 contains 183376 members 
Mstep: Class 18 contains 434 members 
Mstep: Class 19 contains 51295 members 
Mstep: Class 20 contains 45188 members 
Entering Unmasked Estep 
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Iteration 85Q: 18 clusters Score -1.192041e+08 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 103828 members 
Mstep: Class 3 contains 2159 members 
Mstep: Class 4 contains 26607 members 
Mstep: Class 5 contains 33117 members 
Mstep: Class 6 contains 34404 members 
Mstep: Class 7 contains 25174 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 171942 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 268545 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 17 contains 182814 members 
Mstep: Class 18 contains 433 members 
Mstep: Class 19 contains 51232 members 
Mstep: Class 20 contains 45002 members 
Entering Unmasked Estep 
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Iteration 86Q: 18 clusters Score -1.192043e+08 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 103974 members 
Mstep: Class 3 contains 2159 members 
Mstep: Class 4 contains 27085 members 
Mstep: Class 5 contains 33140 members 
Mstep: Class 6 contains 34493 members 
Mstep: Class 7 contains 25163 members 
Mstep: Class 8 contains 2967 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 172591 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 267903 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 17 contains 182277 members 
Mstep: Class 18 contains 430 members 
Mstep: Class 19 contains 51167 members 
Mstep: Class 20 contains 44880 members 
Entering Unmasked Estep 
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Iteration 87Q: 18 clusters Score -1.192047e+08 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 104147 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 27492 members 
Mstep: Class 5 contains 33167 members 
Mstep: Class 6 contains 34586 members 
Mstep: Class 7 contains 25153 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 173168 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 267328 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 17 contains 181770 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 19 contains 51117 members 
Mstep: Class 20 contains 44765 members 
Entering Unmasked Estep 
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Iteration 88Q: 18 clusters Score -1.192054e+08 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 104309 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 27864 members 
Mstep: Class 5 contains 33198 members 
Mstep: Class 6 contains 34641 members 
Mstep: Class 7 contains 25148 members 
Mstep: Class 8 contains 2967 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 173658 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 266836 members 
Mstep: Class 13 contains 605 members 
Mstep: Class 17 contains 181322 members 
Mstep: Class 18 contains 424 members 
Mstep: Class 19 contains 51080 members 
Mstep: Class 20 contains 44650 members 
Entering Unmasked Estep 
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Iteration 89Q: 18 clusters Score -1.192056e+08 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 104441 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 28183 members 
Mstep: Class 5 contains 33234 members 
Mstep: Class 6 contains 34688 members 
Mstep: Class 7 contains 25153 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 174043 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 266506 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 17 contains 180859 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 51041 members 
Mstep: Class 20 contains 44560 members 
Entering Unmasked Estep 
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Iteration 90Q: 18 clusters Score -1.192055e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 104613 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 28420 members 
Mstep: Class 5 contains 33272 members 
Mstep: Class 6 contains 34748 members 
Mstep: Class 7 contains 25150 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 174372 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 266229 members 
Mstep: Class 13 contains 608 members 
Mstep: Class 17 contains 180409 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 51024 members 
Mstep: Class 20 contains 44479 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 18 clusters Score -1.192058e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 104769 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 28625 members 
Mstep: Class 5 contains 33313 members 
Mstep: Class 6 contains 34809 members 
Mstep: Class 7 contains 25146 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 174611 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 266073 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 17 contains 179930 members 
Mstep: Class 18 contains 421 members 
Mstep: Class 19 contains 51021 members 
Mstep: Class 20 contains 44429 members 
Entering Unmasked Estep 
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Iteration 92Q: 18 clusters Score -1.19206e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 104878 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 28815 members 
Mstep: Class 5 contains 33351 members 
Mstep: Class 6 contains 34879 members 
Mstep: Class 7 contains 25143 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 174800 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 265965 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 17 contains 179524 members 
Mstep: Class 18 contains 421 members 
Mstep: Class 19 contains 51016 members 
Mstep: Class 20 contains 44369 members 
Entering Unmasked Estep 
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Iteration 93Q: 18 clusters Score -1.192061e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 104989 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 28968 members 
Mstep: Class 5 contains 33378 members 
Mstep: Class 6 contains 34945 members 
Mstep: Class 7 contains 25140 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 174918 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 265934 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 17 contains 179137 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 51008 members 
Mstep: Class 20 contains 44331 members 
Entering Unmasked Estep 
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Iteration 94Q: 18 clusters Score -1.192062e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 105080 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 29093 members 
Mstep: Class 5 contains 33389 members 
Mstep: Class 6 contains 34997 members 
Mstep: Class 7 contains 25142 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 175065 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 265956 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 17 contains 178739 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 51000 members 
Mstep: Class 20 contains 44289 members 
Entering Unmasked Estep 
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Iteration 95Q: 18 clusters Score -1.192064e+08 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 105191 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 29201 members 
Mstep: Class 5 contains 33406 members 
Mstep: Class 6 contains 35036 members 
Mstep: Class 7 contains 25147 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 175139 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 266009 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 17 contains 178374 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 50994 members 
Mstep: Class 20 contains 44249 members 
Entering Unmasked Estep 
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Iteration 96Q: 18 clusters Score -1.192063e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 105269 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 29285 members 
Mstep: Class 5 contains 33425 members 
Mstep: Class 6 contains 35076 members 
Mstep: Class 7 contains 25153 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 175214 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 266093 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 17 contains 178036 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 50979 members 
Mstep: Class 20 contains 44218 members 
Entering Unmasked Estep 
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Iteration 97Q: 18 clusters Score -1.192062e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 105356 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 29356 members 
Mstep: Class 5 contains 33435 members 
Mstep: Class 6 contains 35123 members 
Mstep: Class 7 contains 25157 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 175244 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 266193 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 17 contains 177754 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 50956 members 
Mstep: Class 20 contains 44180 members 
Entering Unmasked Estep 
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Iteration 98Q: 18 clusters Score -1.192064e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 105427 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 29412 members 
Mstep: Class 5 contains 33449 members 
Mstep: Class 6 contains 35163 members 
Mstep: Class 7 contains 25161 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 175254 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 266341 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 17 contains 177477 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 50937 members 
Mstep: Class 20 contains 44129 members 
Entering Unmasked Estep 
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Iteration 99Q: 18 clusters Score -1.192064e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 919 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 105456 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 29463 members 
Mstep: Class 5 contains 33481 members 
Mstep: Class 6 contains 35208 members 
Mstep: Class 7 contains 25161 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 518 members 
Mstep: Class 10 contains 175249 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 266530 members 
Mstep: Class 13 contains 610 members 
Mstep: Class 17 contains 177166 members 
Mstep: Class 18 contains 420 members 
Mstep: Class 19 contains 50932 members 
Mstep: Class 20 contains 44102 members 
Entering Unmasked Estep 
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Iteration 100F: 18 clusters Score -1.192153e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 105478 members 
Mstep: Class 3 contains 2161 members 
Mstep: Class 4 contains 29494 members 
Mstep: Class 5 contains 33500 members 
Mstep: Class 6 contains 35245 members 
Mstep: Class 7 contains 25166 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 526 members 
Mstep: Class 10 contains 175265 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 266729 members 
Mstep: Class 13 contains 609 members 
Mstep: Class 17 contains 176863 members 
Mstep: Class 18 contains 594 members 
Mstep: Class 19 contains 50932 members 
Mstep: Class 20 contains 44075 members 
Entering Unmasked Estep 
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Iteration 101Q: 18 clusters Score -1.192239e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 105492 members 
Mstep: Class 3 contains 2164 members 
Mstep: Class 4 contains 29526 members 
Mstep: Class 5 contains 33510 members 
Mstep: Class 6 contains 35285 members 
Mstep: Class 7 contains 25171 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 526 members 
Mstep: Class 10 contains 175286 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 266932 members 
Mstep: Class 13 contains 612 members 
Mstep: Class 17 contains 176565 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 50929 members 
Mstep: Class 20 contains 44048 members 
Entering Unmasked Estep 
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Iteration 102Q: 18 clusters Score -1.19224e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 105496 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 29550 members 
Mstep: Class 5 contains 33510 members 
Mstep: Class 6 contains 35316 members 
Mstep: Class 7 contains 25165 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 528 members 
Mstep: Class 10 contains 175308 members 
Mstep: Class 11 contains 930 members 
Mstep: Class 12 contains 267154 members 
Mstep: Class 13 contains 620 members 
Mstep: Class 17 contains 176291 members 
Mstep: Class 18 contains 595 members 
Mstep: Class 19 contains 50925 members 
Mstep: Class 20 contains 44026 members 
Entering Unmasked Estep 
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Iteration 103Q: 18 clusters Score -1.192241e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 105503 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 29590 members 
Mstep: Class 5 contains 33524 members 
Mstep: Class 6 contains 35343 members 
Mstep: Class 7 contains 25163 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 175311 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 267385 members 
Mstep: Class 13 contains 622 members 
Mstep: Class 17 contains 176004 members 
Mstep: Class 18 contains 593 members 
Mstep: Class 19 contains 50918 members 
Mstep: Class 20 contains 43998 members 
Entering Unmasked Estep 
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Iteration 104Q: 18 clusters Score -1.19224e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 105480 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 29643 members 
Mstep: Class 5 contains 33528 members 
Mstep: Class 6 contains 35379 members 
Mstep: Class 7 contains 25156 members 
Mstep: Class 8 contains 2969 members 
Mstep: Class 9 contains 531 members 
Mstep: Class 10 contains 175288 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 267647 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 17 contains 175725 members 
Mstep: Class 18 contains 590 members 
Mstep: Class 19 contains 50907 members 
Mstep: Class 20 contains 43982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119224160.000000 Penalty: 58095.902344
Iteration 105Q: 18 clusters Score -1.192242e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 105429 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 29678 members 
Mstep: Class 5 contains 33536 members 
Mstep: Class 6 contains 35405 members 
Mstep: Class 7 contains 25155 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 175300 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 267919 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 17 contains 175474 members 
Mstep: Class 18 contains 588 members 
Mstep: Class 19 contains 50888 members 
Mstep: Class 20 contains 43950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119224096.000000 Penalty: 58095.902344
Iteration 106Q: 18 clusters Score -1.192241e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 105383 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 29698 members 
Mstep: Class 5 contains 33545 members 
Mstep: Class 6 contains 35424 members 
Mstep: Class 7 contains 25149 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 175301 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 268175 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 17 contains 175271 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 50877 members 
Mstep: Class 20 contains 43916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119224248.000000 Penalty: 58095.902344
Iteration 107Q: 18 clusters Score -1.192242e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 105319 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 29720 members 
Mstep: Class 5 contains 33559 members 
Mstep: Class 6 contains 35451 members 
Mstep: Class 7 contains 25147 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 175293 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 268434 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 17 contains 175067 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 50871 members 
Mstep: Class 20 contains 43883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119224408.000000 Penalty: 58095.902344
Iteration 108Q: 18 clusters Score -1.192244e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 105240 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 29743 members 
Mstep: Class 5 contains 33572 members 
Mstep: Class 6 contains 35481 members 
Mstep: Class 7 contains 25144 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 175291 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 268675 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 17 contains 174876 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 50863 members 
Mstep: Class 20 contains 43859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119224680.000000 Penalty: 58095.902344
Iteration 109Q: 18 clusters Score -1.192247e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 105179 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 29768 members 
Mstep: Class 5 contains 33584 members 
Mstep: Class 6 contains 35505 members 
Mstep: Class 7 contains 25139 members 
Mstep: Class 8 contains 2967 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 175289 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 268904 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 17 contains 174675 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 50857 members 
Mstep: Class 20 contains 43845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119224632.000000 Penalty: 58095.902344
Iteration 110Q: 18 clusters Score -1.192246e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 105133 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 29797 members 
Mstep: Class 5 contains 33586 members 
Mstep: Class 6 contains 35518 members 
Mstep: Class 7 contains 25139 members 
Mstep: Class 8 contains 2967 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 175281 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 269136 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 17 contains 174478 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 50849 members 
Mstep: Class 20 contains 43829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119224488.000000 Penalty: 58095.902344
Iteration 111Q: 18 clusters Score -1.192245e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 105073 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 29833 members 
Mstep: Class 5 contains 33591 members 
Mstep: Class 6 contains 35535 members 
Mstep: Class 7 contains 25132 members 
Mstep: Class 8 contains 2967 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 175263 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 269383 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 17 contains 174290 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 50837 members 
Mstep: Class 20 contains 43807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119224280.000000 Penalty: 58095.902344
Iteration 112Q: 18 clusters Score -1.192243e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 105002 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 29882 members 
Mstep: Class 5 contains 33592 members 
Mstep: Class 6 contains 35548 members 
Mstep: Class 7 contains 25129 members 
Mstep: Class 8 contains 2967 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 175265 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 269622 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 17 contains 174092 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 50823 members 
Mstep: Class 20 contains 43791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119224504.000000 Penalty: 58095.902344
Iteration 113Q: 18 clusters Score -1.192245e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 104949 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 29910 members 
Mstep: Class 5 contains 33598 members 
Mstep: Class 6 contains 35558 members 
Mstep: Class 7 contains 25124 members 
Mstep: Class 8 contains 2967 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 175239 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 269824 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 17 contains 173962 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 50809 members 
Mstep: Class 20 contains 43773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119224512.000000 Penalty: 58095.902344
Iteration 114Q: 18 clusters Score -1.192245e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 104875 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 29941 members 
Mstep: Class 5 contains 33591 members 
Mstep: Class 6 contains 35579 members 
Mstep: Class 7 contains 25123 members 
Mstep: Class 8 contains 2967 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 175190 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 270041 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 17 contains 173862 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 50784 members 
Mstep: Class 20 contains 43761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119224512.000000 Penalty: 58095.902344
Iteration 115Q: 18 clusters Score -1.192245e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 104824 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 29972 members 
Mstep: Class 5 contains 33588 members 
Mstep: Class 6 contains 35593 members 
Mstep: Class 7 contains 25115 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 175132 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 270252 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 17 contains 173763 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 50763 members 
Mstep: Class 20 contains 43745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119224384.000000 Penalty: 58095.902344
Iteration 116Q: 18 clusters Score -1.192244e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 104728 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 29990 members 
Mstep: Class 5 contains 33591 members 
Mstep: Class 6 contains 35614 members 
Mstep: Class 7 contains 25114 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 175106 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 270482 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 17 contains 173648 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 50736 members 
Mstep: Class 20 contains 43738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119224320.000000 Penalty: 58095.902344
Iteration 117Q: 18 clusters Score -1.192243e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 104604 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 30004 members 
Mstep: Class 5 contains 33586 members 
Mstep: Class 6 contains 35630 members 
Mstep: Class 7 contains 25112 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 175070 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 270704 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 17 contains 173587 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 50713 members 
Mstep: Class 20 contains 43738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119224320.000000 Penalty: 58095.902344
Iteration 118Q: 18 clusters Score -1.192243e+08 nChanged 936
Entering ConstructFrom: 
Score: -119224320.000000 Penalty: 58095.902344
Entering ConstructFrom: 
Trying to split cluster 1 (13701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Entering Unmasked Estep 
Score: -1635747.875000 Penalty: 2362.255371
	Iteration 0F: 2 clusters Score -1635748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1625677.250000 Penalty: 4724.510742
	Iteration 0F: 3 clusters Score -1625677 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1628886.500000 Penalty: 4724.510742
	Iteration 1F: 3 clusters Score -1628886 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1629351.500000 Penalty: 4724.510742
	Iteration 2F: 3 clusters Score -1629352 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1629885.750000 Penalty: 4724.510742
	Iteration 3F: 3 clusters Score -1629886 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1630572.000000 Penalty: 4724.510742
	Iteration 4F: 3 clusters Score -1630572 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1631415.125000 Penalty: 4724.510742
	Iteration 5F: 3 clusters Score -1631415 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1632395.625000 Penalty: 4724.510742
	Iteration 6F: 3 clusters Score -1632396 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1633223.750000 Penalty: 4724.510742
	Iteration 7F: 3 clusters Score -1633224 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1633703.500000 Penalty: 4724.510742
	Iteration 8F: 3 clusters Score -1633704 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1633928.625000 Penalty: 4724.510742
	Iteration 9Q: 3 clusters Score -1633929 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1634031.250000 Penalty: 4724.510742
	Iteration 10Q: 3 clusters Score -1634031 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1634104.500000 Penalty: 4724.510742
	Iteration 11Q: 3 clusters Score -1634104 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1634152.375000 Penalty: 4724.510742
	Iteration 12Q: 3 clusters Score -1634152 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1634167.250000 Penalty: 4724.510742
	Iteration 13Q: 3 clusters Score -1634167 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1634191.500000 Penalty: 4724.510742
	Iteration 14Q: 3 clusters Score -1634192 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1634203.500000 Penalty: 4724.510742
	Iteration 15Q: 3 clusters Score -1634204 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1634212.500000 Penalty: 4724.510742
	Iteration 16Q: 3 clusters Score -1634212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1634220.500000 Penalty: 4724.510742
	Iteration 17Q: 3 clusters Score -1634220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1634227.500000 Penalty: 4724.510742
	Iteration 18Q: 3 clusters Score -1634228 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1634237.125000 Penalty: 4724.510742
	Iteration 19Q: 3 clusters Score -1634237 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1634242.000000 Penalty: 4724.510742
	Iteration 20F: 3 clusters Score -1634242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1634245.500000 Penalty: 4724.510742
	Iteration 21Q: 3 clusters Score -1634246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1634249.250000 Penalty: 4724.510742
	Iteration 22Q: 3 clusters Score -1634249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1634254.500000 Penalty: 4724.510742
	Iteration 23Q: 3 clusters Score -1634254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1634257.750000 Penalty: 4724.510742
	Iteration 24Q: 3 clusters Score -1634258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1634263.250000 Penalty: 4724.510742
	Iteration 25Q: 3 clusters Score -1634263 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1634271.875000 Penalty: 4724.510742
	Iteration 26Q: 3 clusters Score -1634272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1634267.375000 Penalty: 4724.510742
	Iteration 27Q: 3 clusters Score -1634267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1634272.625000 Penalty: 4724.510742
	Iteration 28Q: 3 clusters Score -1634273 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1634279.625000 Penalty: 4724.510742
	Iteration 29Q: 3 clusters Score -1634280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1634286.375000 Penalty: 4724.510742
	Iteration 30Q: 3 clusters Score -1634286 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1634294.250000 Penalty: 4724.510742
	Iteration 31Q: 3 clusters Score -1634294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1634302.750000 Penalty: 4724.510742
	Iteration 32Q: 3 clusters Score -1634303 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1634311.125000 Penalty: 4724.510742
	Iteration 33Q: 3 clusters Score -1634311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1634315.125000 Penalty: 4724.510742
	Iteration 34Q: 3 clusters Score -1634315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1634324.000000 Penalty: 4724.510742
	Iteration 35Q: 3 clusters Score -1634324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1634325.875000 Penalty: 4724.510742
	Iteration 36Q: 3 clusters Score -1634326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1634331.125000 Penalty: 4724.510742
	Iteration 37Q: 3 clusters Score -1634331 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1634342.000000 Penalty: 4724.510742
	Iteration 38Q: 3 clusters Score -1634342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1634356.000000 Penalty: 4724.510742
	Iteration 39Q: 3 clusters Score -1634356 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1634371.375000 Penalty: 4724.510742
	Iteration 40F: 3 clusters Score -1634371 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1634384.375000 Penalty: 4724.510742
	Iteration 41Q: 3 clusters Score -1634384 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1634393.125000 Penalty: 4724.510742
	Iteration 42Q: 3 clusters Score -1634393 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1634405.875000 Penalty: 4724.510742
	Iteration 43Q: 3 clusters Score -1634406 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1634414.375000 Penalty: 4724.510742
	Iteration 44Q: 3 clusters Score -1634414 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1634431.125000 Penalty: 4724.510742
	Iteration 45Q: 3 clusters Score -1634431 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1634435.375000 Penalty: 4724.510742
	Iteration 46Q: 3 clusters Score -1634435 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1634444.250000 Penalty: 4724.510742
	Iteration 47Q: 3 clusters Score -1634444 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1634454.750000 Penalty: 4724.510742
	Iteration 48Q: 3 clusters Score -1634455 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1634469.875000 Penalty: 4724.510742
	Iteration 49Q: 3 clusters Score -1634470 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1634477.750000 Penalty: 4724.510742
	Iteration 50Q: 3 clusters Score -1634478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1634488.625000 Penalty: 4724.510742
	Iteration 51Q: 3 clusters Score -1634489 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1634494.750000 Penalty: 4724.510742
	Iteration 52Q: 3 clusters Score -1634495 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1634509 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1634513.750000 Penalty: 4724.510742
	Iteration 54Q: 3 clusters Score -1634514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1634522 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1634530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1634543.375000 Penalty: 4724.510742
	Iteration 57Q: 3 clusters Score -1634543 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1634553.250000 Penalty: 4724.510742
	Iteration 58Q: 3 clusters Score -1634553 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1634570.250000 Penalty: 4724.510742
	Iteration 59Q: 3 clusters Score -1634570 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1634589.500000 Penalty: 4724.510742
	Iteration 60F: 3 clusters Score -1634590 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1634608 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1634616.125000 Penalty: 4724.510742
	Iteration 62Q: 3 clusters Score -1634616 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1634629.375000 Penalty: 4724.510742
	Iteration 63Q: 3 clusters Score -1634629 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1634646 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1634659 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1634672.500000 Penalty: 4724.510742
	Iteration 66Q: 3 clusters Score -1634672 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1634684.375000 Penalty: 4724.510742
	Iteration 67Q: 3 clusters Score -1634684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1634699.875000 Penalty: 4724.510742
	Iteration 68Q: 3 clusters Score -1634700 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1634714.250000 Penalty: 4724.510742
	Iteration 69Q: 3 clusters Score -1634714 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1634724.875000 Penalty: 4724.510742
	Iteration 70Q: 3 clusters Score -1634725 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1634734.250000 Penalty: 4724.510742
	Iteration 71Q: 3 clusters Score -1634734 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1634743.750000 Penalty: 4724.510742
	Iteration 72Q: 3 clusters Score -1634744 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1634758.375000 Penalty: 4724.510742
	Iteration 73Q: 3 clusters Score -1634758 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1634766.250000 Penalty: 4724.510742
	Iteration 74Q: 3 clusters Score -1634766 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1634782.000000 Penalty: 4724.510742
	Iteration 75Q: 3 clusters Score -1634782 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1634790.875000 Penalty: 4724.510742
	Iteration 76Q: 3 clusters Score -1634791 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1634797.875000 Penalty: 4724.510742
	Iteration 77Q: 3 clusters Score -1634798 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1634809.000000 Penalty: 4724.510742
	Iteration 78Q: 3 clusters Score -1634809 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1634815.125000 Penalty: 4724.510742
	Iteration 79Q: 3 clusters Score -1634815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1634820.125000 Penalty: 4724.510742
	Iteration 80F: 3 clusters Score -1634820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1634822.375000 Penalty: 4724.510742
	Iteration 81Q: 3 clusters Score -1634822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1634825.625000 Penalty: 4724.510742
	Iteration 82Q: 3 clusters Score -1634826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1634827.625000 Penalty: 4724.510742
	Iteration 83Q: 3 clusters Score -1634828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1634827.500000 Penalty: 4724.510742
	Iteration 84Q: 3 clusters Score -1634828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1634834.625000 Penalty: 4724.510742
	Iteration 85Q: 3 clusters Score -1634835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1634837.375000 Penalty: 4724.510742
	Iteration 86Q: 3 clusters Score -1634837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1634842.875000 Penalty: 4724.510742
	Iteration 87Q: 3 clusters Score -1634843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1634846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1634851.250000 Penalty: 4724.510742
	Iteration 89Q: 3 clusters Score -1634851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1634849.750000 Penalty: 4724.510742
	Iteration 90Q: 3 clusters Score -1634850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1634853.125000 Penalty: 4724.510742
	Iteration 91Q: 3 clusters Score -1634853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1634854.500000 Penalty: 4724.510742
	Iteration 92Q: 3 clusters Score -1634854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1634857.250000 Penalty: 4724.510742
	Iteration 93Q: 3 clusters Score -1634857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1634858.000000 Penalty: 4724.510742
	Iteration 94Q: 3 clusters Score -1634858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1634864.125000 Penalty: 4724.510742
	Iteration 95Q: 3 clusters Score -1634864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1634862.000000 Penalty: 4724.510742
	Iteration 96Q: 3 clusters Score -1634862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1634865.625000 Penalty: 4724.510742
	Iteration 97Q: 3 clusters Score -1634866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1634866.875000 Penalty: 4724.510742
	Iteration 98Q: 3 clusters Score -1634867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1634870.375000 Penalty: 4724.510742
	Iteration 99Q: 3 clusters Score -1634870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1634872.125000 Penalty: 4724.510742
	Iteration 100F: 3 clusters Score -1634872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1634874.125000 Penalty: 4724.510742
	Iteration 101Q: 3 clusters Score -1634874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1634875.500000 Penalty: 4724.510742
	Iteration 102Q: 3 clusters Score -1634876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1634875.375000 Penalty: 4724.510742
	Iteration 103Q: 3 clusters Score -1634875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1634876.500000 Penalty: 4724.510742
	Iteration 104Q: 3 clusters Score -1634876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1634881.875000 Penalty: 4724.510742
	Iteration 105Q: 3 clusters Score -1634882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1634882.000000 Penalty: 4724.510742
	Iteration 106Q: 3 clusters Score -1634882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1634885.250000 Penalty: 4724.510742
	Iteration 107Q: 3 clusters Score -1634885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1634884.000000 Penalty: 4724.510742
	Iteration 108Q: 3 clusters Score -1634884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1634888.125000 Penalty: 4724.510742
	Iteration 109Q: 3 clusters Score -1634888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1634894.375000 Penalty: 4724.510742
	Iteration 110Q: 3 clusters Score -1634894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1634896.625000 Penalty: 4724.510742
	Iteration 111Q: 3 clusters Score -1634897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1634898.125000 Penalty: 4724.510742
	Iteration 112Q: 3 clusters Score -1634898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1634903.000000 Penalty: 4724.510742
	Iteration 113Q: 3 clusters Score -1634903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1634902.500000 Penalty: 4724.510742
	Iteration 114Q: 3 clusters Score -1634902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1634902.750000 Penalty: 4724.510742
	Iteration 115Q: 3 clusters Score -1634903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1634906.125000 Penalty: 4724.510742
	Iteration 116Q: 3 clusters Score -1634906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1634902.875000 Penalty: 4724.510742
	Iteration 117Q: 3 clusters Score -1634903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1634906.125000 Penalty: 4724.510742
	Iteration 118Q: 3 clusters Score -1634906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1634910.000000 Penalty: 4724.510742
	Iteration 119Q: 3 clusters Score -1634910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1634908.750000 Penalty: 4724.510742
	Iteration 120F: 3 clusters Score -1634909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1634907.500000 Penalty: 4724.510742
	Iteration 121Q: 3 clusters Score -1634908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1634910.625000 Penalty: 4724.510742
	Iteration 122Q: 3 clusters Score -1634911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1634912.125000 Penalty: 4724.510742
	Iteration 123Q: 3 clusters Score -1634912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1634912.500000 Penalty: 4724.510742
	Iteration 124Q: 3 clusters Score -1634912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1634913.500000 Penalty: 4724.510742
	Iteration 125Q: 3 clusters Score -1634914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1634912.000000 Penalty: 4724.510742
	Iteration 126Q: 3 clusters Score -1634912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1634913.875000 Penalty: 4724.510742
	Iteration 127Q: 3 clusters Score -1634914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1634916.125000 Penalty: 4724.510742
	Iteration 128Q: 3 clusters Score -1634916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1634917.875000 Penalty: 4724.510742
	Iteration 129Q: 3 clusters Score -1634918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1634915.000000 Penalty: 4724.510742
	Iteration 130Q: 3 clusters Score -1634915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1634911.125000 Penalty: 4724.510742
	Iteration 131Q: 3 clusters Score -1634911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1634915.000000 Penalty: 4724.510742
	Iteration 132Q: 3 clusters Score -1634915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1634911.250000 Penalty: 4724.510742
	Iteration 133Q: 3 clusters Score -1634911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1634912.625000 Penalty: 4724.510742
	Iteration 134Q: 3 clusters Score -1634913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1634910.375000 Penalty: 4724.510742
	Iteration 135Q: 3 clusters Score -1634910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1634912.125000 Penalty: 4724.510742
	Iteration 136Q: 3 clusters Score -1634912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1634913.125000 Penalty: 4724.510742
	Iteration 137Q: 3 clusters Score -1634913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1634913.125000 Penalty: 4724.510742
	Iteration 138Q: 3 clusters Score -1634913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1634913.125000 Penalty: 4724.510742
	Iteration 139F: 3 clusters Score -1634913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (104501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104501 members 
Entering Unmasked Estep 
Score: -13220207.000000 Penalty: 2866.124023
	Iteration 0F: 2 clusters Score -1.322021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -13150231.000000 Penalty: 5732.248047
	Iteration 0F: 3 clusters Score -1.315023e+07 nChanged 49405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -13178669.000000 Penalty: 5732.248047
	Iteration 1F: 3 clusters Score -1.317867e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -13179780.000000 Penalty: 5732.248047
	Iteration 2Q: 3 clusters Score -1.317978e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61429 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -13181484.000000 Penalty: 5732.248047
	Iteration 3Q: 3 clusters Score -1.318148e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65924 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -13184114.000000 Penalty: 5732.248047
	Iteration 4Q: 3 clusters Score -1.318411e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -13188430.000000 Penalty: 5732.248047
	Iteration 5F: 3 clusters Score -1.318843e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79990 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -13194847.000000 Penalty: 5732.248047
	Iteration 6F: 3 clusters Score -1.319485e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88555 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -13202929.000000 Penalty: 5732.248047
	Iteration 7F: 3 clusters Score -1.320293e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95731 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -13209955.000000 Penalty: 5732.248047
	Iteration 8F: 3 clusters Score -1.320996e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100257 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -13214248.000000 Penalty: 5732.248047
	Iteration 9Q: 3 clusters Score -1.321425e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102395 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -13216221.000000 Penalty: 5732.248047
	Iteration 10Q: 3 clusters Score -1.321622e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103299 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -13217021.000000 Penalty: 5732.248047
	Iteration 11Q: 3 clusters Score -1.321702e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103649 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -13217356.000000 Penalty: 5732.248047
	Iteration 12Q: 3 clusters Score -1.321736e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103818 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -13217453.000000 Penalty: 5732.248047
	Iteration 13Q: 3 clusters Score -1.321745e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103895 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -13217542.000000 Penalty: 5732.248047
	Iteration 14Q: 3 clusters Score -1.321754e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103948 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13217590.000000 Penalty: 5732.248047
	Iteration 15Q: 3 clusters Score -1.321759e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103975 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -13217619.000000 Penalty: 5732.248047
	Iteration 16Q: 3 clusters Score -1.321762e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103991 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -13217658.000000 Penalty: 5732.248047
	Iteration 17Q: 3 clusters Score -1.321766e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104002 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -13217685.000000 Penalty: 5732.248047
	Iteration 18Q: 3 clusters Score -1.321768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104013 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -13217689.000000 Penalty: 5732.248047
	Iteration 19Q: 3 clusters Score -1.321769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104012 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -13217687.000000 Penalty: 5732.248047
	Iteration 20F: 3 clusters Score -1.321769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104013 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -13217691.000000 Penalty: 5732.248047
	Iteration 21Q: 3 clusters Score -1.321769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104015 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -13217686.000000 Penalty: 5732.248047
	Iteration 22Q: 3 clusters Score -1.321769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104018 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -13217687.000000 Penalty: 5732.248047
	Iteration 23Q: 3 clusters Score -1.321769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104020 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -13217685.000000 Penalty: 5732.248047
	Iteration 24Q: 3 clusters Score -1.321768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104022 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -13217692.000000 Penalty: 5732.248047
	Iteration 25Q: 3 clusters Score -1.321769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104024 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -13217698.000000 Penalty: 5732.248047
	Iteration 26Q: 3 clusters Score -1.32177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104027 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -13217704.000000 Penalty: 5732.248047
	Iteration 27Q: 3 clusters Score -1.32177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104033 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -13217701.000000 Penalty: 5732.248047
	Iteration 28Q: 3 clusters Score -1.32177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104037 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -13217696.000000 Penalty: 5732.248047
	Iteration 29Q: 3 clusters Score -1.32177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104040 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -13217707.000000 Penalty: 5732.248047
	Iteration 30Q: 3 clusters Score -1.321771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104044 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -13217718.000000 Penalty: 5732.248047
	Iteration 31Q: 3 clusters Score -1.321772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104045 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -13217722.000000 Penalty: 5732.248047
	Iteration 32Q: 3 clusters Score -1.321772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104046 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -13217727.000000 Penalty: 5732.248047
	Iteration 33Q: 3 clusters Score -1.321773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104046 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -13217727.000000 Penalty: 5732.248047
	Iteration 34F: 3 clusters Score -1.321773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Entering Unmasked Estep 
Score: -258858.000000 Penalty: 1905.141357
	Iteration 0F: 2 clusters Score -258858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -256092.562500 Penalty: 3810.282715
	Iteration 0F: 3 clusters Score -256092.6 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -256598.671875 Penalty: 3810.282715
	Iteration 1F: 3 clusters Score -256598.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -256814.531250 Penalty: 3810.282715
	Iteration 2F: 3 clusters Score -256814.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -256984.500000 Penalty: 3810.282715
	Iteration 3F: 3 clusters Score -256984.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -257126.078125 Penalty: 3810.282715
	Iteration 4Q: 3 clusters Score -257126.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -257240.421875 Penalty: 3810.282715
	Iteration 5Q: 3 clusters Score -257240.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -257334.781250 Penalty: 3810.282715
	Iteration 6Q: 3 clusters Score -257334.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -257431.140625 Penalty: 3810.282715
	Iteration 7Q: 3 clusters Score -257431.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -257511.890625 Penalty: 3810.282715
	Iteration 8Q: 3 clusters Score -257511.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -257578.250000 Penalty: 3810.282715
	Iteration 9Q: 3 clusters Score -257578.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -257636.843750 Penalty: 3810.282715
	Iteration 10Q: 3 clusters Score -257636.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -257697.109375 Penalty: 3810.282715
	Iteration 11Q: 3 clusters Score -257697.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -257740.171875 Penalty: 3810.282715
	Iteration 12Q: 3 clusters Score -257740.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -257783.546875 Penalty: 3810.282715
	Iteration 13Q: 3 clusters Score -257783.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -257833.593750 Penalty: 3810.282715
	Iteration 14Q: 3 clusters Score -257833.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -257891.484375 Penalty: 3810.282715
	Iteration 15Q: 3 clusters Score -257891.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -257958.687500 Penalty: 3810.282715
	Iteration 16Q: 3 clusters Score -257958.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -258013.421875 Penalty: 3810.282715
	Iteration 17Q: 3 clusters Score -258013.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -258035.031250 Penalty: 3810.282715
	Iteration 18Q: 3 clusters Score -258035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -258044.250000 Penalty: 3810.282715
	Iteration 19Q: 3 clusters Score -258044.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -258049.421875 Penalty: 3810.282715
	Iteration 20F: 3 clusters Score -258049.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -258056.468750 Penalty: 3810.282715
	Iteration 21Q: 3 clusters Score -258056.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -258059.921875 Penalty: 3810.282715
	Iteration 22Q: 3 clusters Score -258059.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -258062.078125 Penalty: 3810.282715
	Iteration 23Q: 3 clusters Score -258062.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -258064.578125 Penalty: 3810.282715
	Iteration 24Q: 3 clusters Score -258064.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -258065.375000 Penalty: 3810.282715
	Iteration 25Q: 3 clusters Score -258065.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -258065.375000 Penalty: 3810.282715
	Iteration 26F: 3 clusters Score -258065.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Entering Unmasked Estep 
Score: -3831403.750000 Penalty: 2556.777344
	Iteration 0F: 2 clusters Score -3831404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -3810689.000000 Penalty: 5113.554688
	Iteration 0F: 3 clusters Score -3810689 nChanged 13562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3818194.500000 Penalty: 5113.554688
	Iteration 1F: 3 clusters Score -3818194 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -3818696.500000 Penalty: 5113.554688
	Iteration 2Q: 3 clusters Score -3818696 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -3819158.000000 Penalty: 5113.554688
	Iteration 3Q: 3 clusters Score -3819158 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3819697.500000 Penalty: 5113.554688
	Iteration 4Q: 3 clusters Score -3819698 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3820457.750000 Penalty: 5113.554688
	Iteration 5F: 3 clusters Score -3820458 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -3821454.750000 Penalty: 5113.554688
	Iteration 6F: 3 clusters Score -3821455 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -3822752.250000 Penalty: 5113.554688
	Iteration 7F: 3 clusters Score -3822752 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -3824310.500000 Penalty: 5113.554688
	Iteration 8F: 3 clusters Score -3824310 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -3825810.750000 Penalty: 5113.554688
	Iteration 9F: 3 clusters Score -3825811 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3826867.000000 Penalty: 5113.554688
	Iteration 10Q: 3 clusters Score -3826867 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -3827416.000000 Penalty: 5113.554688
	Iteration 11Q: 3 clusters Score -3827416 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -3827737.250000 Penalty: 5113.554688
	Iteration 12Q: 3 clusters Score -3827737 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -3827912.500000 Penalty: 5113.554688
	Iteration 13Q: 3 clusters Score -3827912 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -3828063.250000 Penalty: 5113.554688
	Iteration 14Q: 3 clusters Score -3828063 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -3828197.750000 Penalty: 5113.554688
	Iteration 15Q: 3 clusters Score -3828198 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -3828302.250000 Penalty: 5113.554688
	Iteration 16Q: 3 clusters Score -3828302 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -3828423.750000 Penalty: 5113.554688
	Iteration 17Q: 3 clusters Score -3828424 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3828509.500000 Penalty: 5113.554688
	Iteration 18Q: 3 clusters Score -3828510 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -3828570.250000 Penalty: 5113.554688
	Iteration 19Q: 3 clusters Score -3828570 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3828624.000000 Penalty: 5113.554688
	Iteration 20F: 3 clusters Score -3828624 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3828680.000000 Penalty: 5113.554688
	Iteration 21Q: 3 clusters Score -3828680 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3828719.250000 Penalty: 5113.554688
	Iteration 22Q: 3 clusters Score -3828719 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3828762.250000 Penalty: 5113.554688
	Iteration 23Q: 3 clusters Score -3828762 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -3828785.750000 Penalty: 5113.554688
	Iteration 24Q: 3 clusters Score -3828786 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3828833.500000 Penalty: 5113.554688
	Iteration 25Q: 3 clusters Score -3828834 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3828864.750000 Penalty: 5113.554688
	Iteration 26Q: 3 clusters Score -3828865 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3828894.000000 Penalty: 5113.554688
	Iteration 27Q: 3 clusters Score -3828894 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3828904.500000 Penalty: 5113.554688
	Iteration 28Q: 3 clusters Score -3828904 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3828933.750000 Penalty: 5113.554688
	Iteration 29Q: 3 clusters Score -3828934 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3828950.500000 Penalty: 5113.554688
	Iteration 30Q: 3 clusters Score -3828950 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3828967.000000 Penalty: 5113.554688
	Iteration 31Q: 3 clusters Score -3828967 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3828984.500000 Penalty: 5113.554688
	Iteration 32Q: 3 clusters Score -3828984 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3828997.500000 Penalty: 5113.554688
	Iteration 33Q: 3 clusters Score -3828998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3829012.000000 Penalty: 5113.554688
	Iteration 34Q: 3 clusters Score -3829012 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3829025.750000 Penalty: 5113.554688
	Iteration 35Q: 3 clusters Score -3829026 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3829043.250000 Penalty: 5113.554688
	Iteration 36Q: 3 clusters Score -3829043 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3829054.000000 Penalty: 5113.554688
	Iteration 37Q: 3 clusters Score -3829054 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3829080.500000 Penalty: 5113.554688
	Iteration 38Q: 3 clusters Score -3829080 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3829102.500000 Penalty: 5113.554688
	Iteration 39Q: 3 clusters Score -3829102 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3829127.750000 Penalty: 5113.554688
	Iteration 40F: 3 clusters Score -3829128 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3829150.500000 Penalty: 5113.554688
	Iteration 41Q: 3 clusters Score -3829150 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3829174.000000 Penalty: 5113.554688
	Iteration 42Q: 3 clusters Score -3829174 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3829200.250000 Penalty: 5113.554688
	Iteration 43Q: 3 clusters Score -3829200 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3829208.750000 Penalty: 5113.554688
	Iteration 44Q: 3 clusters Score -3829209 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3829218.750000 Penalty: 5113.554688
	Iteration 45Q: 3 clusters Score -3829219 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3829221.750000 Penalty: 5113.554688
	Iteration 46Q: 3 clusters Score -3829222 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3829239.500000 Penalty: 5113.554688
	Iteration 47Q: 3 clusters Score -3829240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3829251.000000 Penalty: 5113.554688
	Iteration 48Q: 3 clusters Score -3829251 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3829263.750000 Penalty: 5113.554688
	Iteration 49Q: 3 clusters Score -3829264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3829268.750000 Penalty: 5113.554688
	Iteration 50Q: 3 clusters Score -3829269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3829271.500000 Penalty: 5113.554688
	Iteration 51Q: 3 clusters Score -3829272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3829275.000000 Penalty: 5113.554688
	Iteration 52Q: 3 clusters Score -3829275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3829277.500000 Penalty: 5113.554688
	Iteration 53Q: 3 clusters Score -3829278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3829283.500000 Penalty: 5113.554688
	Iteration 54Q: 3 clusters Score -3829284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3829278.500000 Penalty: 5113.554688
	Iteration 55Q: 3 clusters Score -3829278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3829291.500000 Penalty: 5113.554688
	Iteration 56Q: 3 clusters Score -3829292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3829296.250000 Penalty: 5113.554688
	Iteration 57Q: 3 clusters Score -3829296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3829307.000000 Penalty: 5113.554688
	Iteration 58Q: 3 clusters Score -3829307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3829305.250000 Penalty: 5113.554688
	Iteration 59Q: 3 clusters Score -3829305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3829316.000000 Penalty: 5113.554688
	Iteration 60F: 3 clusters Score -3829316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3829318.500000 Penalty: 5113.554688
	Iteration 61Q: 3 clusters Score -3829318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3829324.500000 Penalty: 5113.554688
	Iteration 62Q: 3 clusters Score -3829324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3829321.000000 Penalty: 5113.554688
	Iteration 63Q: 3 clusters Score -3829321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3829326.000000 Penalty: 5113.554688
	Iteration 64Q: 3 clusters Score -3829326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3829329.000000 Penalty: 5113.554688
	Iteration 65Q: 3 clusters Score -3829329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3829338.000000 Penalty: 5113.554688
	Iteration 66Q: 3 clusters Score -3829338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3829338.750000 Penalty: 5113.554688
	Iteration 67Q: 3 clusters Score -3829339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3829338.000000 Penalty: 5113.554688
	Iteration 68Q: 3 clusters Score -3829338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3829338.000000 Penalty: 5113.554688
	Iteration 69F: 3 clusters Score -3829338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Entering Unmasked Estep 
Score: -4283532.000000 Penalty: 2584.600098
	Iteration 0F: 2 clusters Score -4283532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -4260566.000000 Penalty: 5169.200195
	Iteration 0F: 3 clusters Score -4260566 nChanged 15251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -4268747.000000 Penalty: 5169.200195
	Iteration 1F: 3 clusters Score -4268747 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -4269205.000000 Penalty: 5169.200195
	Iteration 2Q: 3 clusters Score -4269205 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -4269593.000000 Penalty: 5169.200195
	Iteration 3Q: 3 clusters Score -4269593 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -4269952.500000 Penalty: 5169.200195
	Iteration 4Q: 3 clusters Score -4269952 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -4270297.500000 Penalty: 5169.200195
	Iteration 5Q: 3 clusters Score -4270298 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -4270654.500000 Penalty: 5169.200195
	Iteration 6Q: 3 clusters Score -4270654 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -4271068.500000 Penalty: 5169.200195
	Iteration 7Q: 3 clusters Score -4271068 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -4271552.000000 Penalty: 5169.200195
	Iteration 8Q: 3 clusters Score -4271552 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -4272204.000000 Penalty: 5169.200195
	Iteration 9Q: 3 clusters Score -4272204 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -4273135.000000 Penalty: 5169.200195
	Iteration 10Q: 3 clusters Score -4273135 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -4274416.500000 Penalty: 5169.200195
	Iteration 11Q: 3 clusters Score -4274416 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -4275721.000000 Penalty: 5169.200195
	Iteration 12F: 3 clusters Score -4275721 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -4276634.500000 Penalty: 5169.200195
	Iteration 13Q: 3 clusters Score -4276634 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -4277099.000000 Penalty: 5169.200195
	Iteration 14Q: 3 clusters Score -4277099 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -4277351.000000 Penalty: 5169.200195
	Iteration 15Q: 3 clusters Score -4277351 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -4277555.000000 Penalty: 5169.200195
	Iteration 16Q: 3 clusters Score -4277555 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -4277738.500000 Penalty: 5169.200195
	Iteration 17Q: 3 clusters Score -4277738 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -4277895.500000 Penalty: 5169.200195
	Iteration 18Q: 3 clusters Score -4277896 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -4278067.000000 Penalty: 5169.200195
	Iteration 19Q: 3 clusters Score -4278067 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -4278222.500000 Penalty: 5169.200195
	Iteration 20F: 3 clusters Score -4278222 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -4278364.000000 Penalty: 5169.200195
	Iteration 21Q: 3 clusters Score -4278364 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -4278535.000000 Penalty: 5169.200195
	Iteration 22Q: 3 clusters Score -4278535 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -4278685.000000 Penalty: 5169.200195
	Iteration 23Q: 3 clusters Score -4278685 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -4278808.000000 Penalty: 5169.200195
	Iteration 24Q: 3 clusters Score -4278808 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -4278961.000000 Penalty: 5169.200195
	Iteration 25Q: 3 clusters Score -4278961 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -4279091.500000 Penalty: 5169.200195
	Iteration 26Q: 3 clusters Score -4279092 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -4279190.500000 Penalty: 5169.200195
	Iteration 27Q: 3 clusters Score -4279190 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -4279310.000000 Penalty: 5169.200195
	Iteration 28Q: 3 clusters Score -4279310 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -4279433.500000 Penalty: 5169.200195
	Iteration 29Q: 3 clusters Score -4279434 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -4279561.500000 Penalty: 5169.200195
	Iteration 30Q: 3 clusters Score -4279562 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -4279699.500000 Penalty: 5169.200195
	Iteration 31Q: 3 clusters Score -4279700 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -4279854.500000 Penalty: 5169.200195
	Iteration 32Q: 3 clusters Score -4279854 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -4279985.500000 Penalty: 5169.200195
	Iteration 33Q: 3 clusters Score -4279986 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -4280103.500000 Penalty: 5169.200195
	Iteration 34Q: 3 clusters Score -4280104 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -4280224.500000 Penalty: 5169.200195
	Iteration 35Q: 3 clusters Score -4280224 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -4280319.500000 Penalty: 5169.200195
	Iteration 36Q: 3 clusters Score -4280320 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -4280402.500000 Penalty: 5169.200195
	Iteration 37Q: 3 clusters Score -4280402 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -4280497.000000 Penalty: 5169.200195
	Iteration 38Q: 3 clusters Score -4280497 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -4280570.000000 Penalty: 5169.200195
	Iteration 39Q: 3 clusters Score -4280570 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -4280633.500000 Penalty: 5169.200195
	Iteration 40F: 3 clusters Score -4280634 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -4280676.500000 Penalty: 5169.200195
	Iteration 41Q: 3 clusters Score -4280676 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -4280745.500000 Penalty: 5169.200195
	Iteration 42Q: 3 clusters Score -4280746 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -4280812.000000 Penalty: 5169.200195
	Iteration 43Q: 3 clusters Score -4280812 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -4280871.500000 Penalty: 5169.200195
	Iteration 44Q: 3 clusters Score -4280872 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -4280925.500000 Penalty: 5169.200195
	Iteration 45Q: 3 clusters Score -4280926 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -4280968.500000 Penalty: 5169.200195
	Iteration 46Q: 3 clusters Score -4280968 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -4281001.500000 Penalty: 5169.200195
	Iteration 47Q: 3 clusters Score -4281002 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -4281033.000000 Penalty: 5169.200195
	Iteration 48Q: 3 clusters Score -4281033 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -4281059.500000 Penalty: 5169.200195
	Iteration 49Q: 3 clusters Score -4281060 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -4281069.500000 Penalty: 5169.200195
	Iteration 50Q: 3 clusters Score -4281070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -4281086.500000 Penalty: 5169.200195
	Iteration 51Q: 3 clusters Score -4281086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -4281094.500000 Penalty: 5169.200195
	Iteration 52Q: 3 clusters Score -4281094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -4281118.000000 Penalty: 5169.200195
	Iteration 53Q: 3 clusters Score -4281118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -4281124.000000 Penalty: 5169.200195
	Iteration 54Q: 3 clusters Score -4281124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -4281139.500000 Penalty: 5169.200195
	Iteration 55Q: 3 clusters Score -4281140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -4281159.500000 Penalty: 5169.200195
	Iteration 56Q: 3 clusters Score -4281160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -4281161.000000 Penalty: 5169.200195
	Iteration 57Q: 3 clusters Score -4281161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -4281171.000000 Penalty: 5169.200195
	Iteration 58Q: 3 clusters Score -4281171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -4281176.500000 Penalty: 5169.200195
	Iteration 59Q: 3 clusters Score -4281176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -4281189.000000 Penalty: 5169.200195
	Iteration 60F: 3 clusters Score -4281189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -4281198.000000 Penalty: 5169.200195
	Iteration 61Q: 3 clusters Score -4281198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -4281205.000000 Penalty: 5169.200195
	Iteration 62Q: 3 clusters Score -4281205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -4281206.000000 Penalty: 5169.200195
	Iteration 63Q: 3 clusters Score -4281206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -4281214.500000 Penalty: 5169.200195
	Iteration 64Q: 3 clusters Score -4281214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -4281216.000000 Penalty: 5169.200195
	Iteration 65Q: 3 clusters Score -4281216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -4281213.500000 Penalty: 5169.200195
	Iteration 66Q: 3 clusters Score -4281214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -4281214.000000 Penalty: 5169.200195
	Iteration 67Q: 3 clusters Score -4281214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -4281215.000000 Penalty: 5169.200195
	Iteration 68Q: 3 clusters Score -4281215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -4281221.500000 Penalty: 5169.200195
	Iteration 69Q: 3 clusters Score -4281222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -4281214.500000 Penalty: 5169.200195
	Iteration 70Q: 3 clusters Score -4281214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -4281216.000000 Penalty: 5169.200195
	Iteration 71Q: 3 clusters Score -4281216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -4281211.000000 Penalty: 5169.200195
	Iteration 72Q: 3 clusters Score -4281211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -4281219.000000 Penalty: 5169.200195
	Iteration 73Q: 3 clusters Score -4281219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -4281215.000000 Penalty: 5169.200195
	Iteration 74Q: 3 clusters Score -4281215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -4281219.000000 Penalty: 5169.200195
	Iteration 75Q: 3 clusters Score -4281219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -4281221.000000 Penalty: 5169.200195
	Iteration 76Q: 3 clusters Score -4281221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -4281216.000000 Penalty: 5169.200195
	Iteration 77Q: 3 clusters Score -4281216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -4281212.000000 Penalty: 5169.200195
	Iteration 78Q: 3 clusters Score -4281212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -4281216.000000 Penalty: 5169.200195
	Iteration 79Q: 3 clusters Score -4281216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -4281218.500000 Penalty: 5169.200195
	Iteration 80F: 3 clusters Score -4281218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -4281218.000000 Penalty: 5169.200195
	Iteration 81Q: 3 clusters Score -4281218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -4281216.000000 Penalty: 5169.200195
	Iteration 82Q: 3 clusters Score -4281216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -4281218.000000 Penalty: 5169.200195
	Iteration 83Q: 3 clusters Score -4281218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -4281220.000000 Penalty: 5169.200195
	Iteration 84Q: 3 clusters Score -4281220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -4281223.000000 Penalty: 5169.200195
	Iteration 85Q: 3 clusters Score -4281223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -4281224.500000 Penalty: 5169.200195
	Iteration 86Q: 3 clusters Score -4281224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -4281224.500000 Penalty: 5169.200195
	Iteration 87Q: 3 clusters Score -4281224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -4281224.000000 Penalty: 5169.200195
	Iteration 88Q: 3 clusters Score -4281224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -4281224.500000 Penalty: 5169.200195
	Iteration 89Q: 3 clusters Score -4281224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -4281224.000000 Penalty: 5169.200195
	Iteration 90Q: 3 clusters Score -4281224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -4281224.000000 Penalty: 5169.200195
	Iteration 91F: 3 clusters Score -4281224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Entering Unmasked Estep 
Score: -4548519.500000 Penalty: 2599.392334
	Iteration 0F: 2 clusters Score -4548520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -4524161.500000 Penalty: 5198.784668
	Iteration 0F: 3 clusters Score -4524162 nChanged 16221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -4533129.000000 Penalty: 5198.784668
	Iteration 1F: 3 clusters Score -4533129 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -4533727.500000 Penalty: 5198.784668
	Iteration 2Q: 3 clusters Score -4533728 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -4534263.500000 Penalty: 5198.784668
	Iteration 3Q: 3 clusters Score -4534264 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -4534865.500000 Penalty: 5198.784668
	Iteration 4Q: 3 clusters Score -4534866 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -4535609.000000 Penalty: 5198.784668
	Iteration 5Q: 3 clusters Score -4535609 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -4536517.000000 Penalty: 5198.784668
	Iteration 6Q: 3 clusters Score -4536517 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -4537741.500000 Penalty: 5198.784668
	Iteration 7F: 3 clusters Score -4537742 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -4539368.500000 Penalty: 5198.784668
	Iteration 8F: 3 clusters Score -4539368 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -4541134.500000 Penalty: 5198.784668
	Iteration 9F: 3 clusters Score -4541134 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -4542460.000000 Penalty: 5198.784668
	Iteration 10F: 3 clusters Score -4542460 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -4543092.500000 Penalty: 5198.784668
	Iteration 11Q: 3 clusters Score -4543092 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -4543373.000000 Penalty: 5198.784668
	Iteration 12Q: 3 clusters Score -4543373 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -4543495.000000 Penalty: 5198.784668
	Iteration 13Q: 3 clusters Score -4543495 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -4543619.000000 Penalty: 5198.784668
	Iteration 14Q: 3 clusters Score -4543619 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -4543693.500000 Penalty: 5198.784668
	Iteration 15Q: 3 clusters Score -4543694 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -4543765.500000 Penalty: 5198.784668
	Iteration 16Q: 3 clusters Score -4543766 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -4543844.500000 Penalty: 5198.784668
	Iteration 17Q: 3 clusters Score -4543844 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -4543924.500000 Penalty: 5198.784668
	Iteration 18Q: 3 clusters Score -4543924 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -4543994.500000 Penalty: 5198.784668
	Iteration 19Q: 3 clusters Score -4543994 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -4544051.500000 Penalty: 5198.784668
	Iteration 20F: 3 clusters Score -4544052 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -4544127.500000 Penalty: 5198.784668
	Iteration 21Q: 3 clusters Score -4544128 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -4544207.500000 Penalty: 5198.784668
	Iteration 22Q: 3 clusters Score -4544208 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -4544285.000000 Penalty: 5198.784668
	Iteration 23Q: 3 clusters Score -4544285 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -4544344.000000 Penalty: 5198.784668
	Iteration 24Q: 3 clusters Score -4544344 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -4544392.000000 Penalty: 5198.784668
	Iteration 25Q: 3 clusters Score -4544392 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -4544467.000000 Penalty: 5198.784668
	Iteration 26Q: 3 clusters Score -4544467 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -4544532.000000 Penalty: 5198.784668
	Iteration 27Q: 3 clusters Score -4544532 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -4544610.000000 Penalty: 5198.784668
	Iteration 28Q: 3 clusters Score -4544610 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -4544696.000000 Penalty: 5198.784668
	Iteration 29Q: 3 clusters Score -4544696 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -4544769.500000 Penalty: 5198.784668
	Iteration 30Q: 3 clusters Score -4544770 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -4544857.500000 Penalty: 5198.784668
	Iteration 31Q: 3 clusters Score -4544858 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -4544943.500000 Penalty: 5198.784668
	Iteration 32Q: 3 clusters Score -4544944 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -4545023.000000 Penalty: 5198.784668
	Iteration 33Q: 3 clusters Score -4545023 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -4545101.000000 Penalty: 5198.784668
	Iteration 34Q: 3 clusters Score -4545101 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -4545172.000000 Penalty: 5198.784668
	Iteration 35Q: 3 clusters Score -4545172 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -4545251.000000 Penalty: 5198.784668
	Iteration 36Q: 3 clusters Score -4545251 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -4545303.000000 Penalty: 5198.784668
	Iteration 37Q: 3 clusters Score -4545303 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -4545364.500000 Penalty: 5198.784668
	Iteration 38Q: 3 clusters Score -4545364 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -4545448.500000 Penalty: 5198.784668
	Iteration 39Q: 3 clusters Score -4545448 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -4545528.000000 Penalty: 5198.784668
	Iteration 40F: 3 clusters Score -4545528 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -4545610.000000 Penalty: 5198.784668
	Iteration 41Q: 3 clusters Score -4545610 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -4545673.500000 Penalty: 5198.784668
	Iteration 42Q: 3 clusters Score -4545674 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -4545725.500000 Penalty: 5198.784668
	Iteration 43Q: 3 clusters Score -4545726 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -4545802.500000 Penalty: 5198.784668
	Iteration 44Q: 3 clusters Score -4545802 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -4545865.000000 Penalty: 5198.784668
	Iteration 45Q: 3 clusters Score -4545865 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -4545928.000000 Penalty: 5198.784668
	Iteration 46Q: 3 clusters Score -4545928 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -4545968.500000 Penalty: 5198.784668
	Iteration 47Q: 3 clusters Score -4545968 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -4546029.000000 Penalty: 5198.784668
	Iteration 48Q: 3 clusters Score -4546029 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4546051.500000 Penalty: 5198.784668
	Iteration 49Q: 3 clusters Score -4546052 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -4546083.000000 Penalty: 5198.784668
	Iteration 50Q: 3 clusters Score -4546083 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4546112.000000 Penalty: 5198.784668
	Iteration 51Q: 3 clusters Score -4546112 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4546139.000000 Penalty: 5198.784668
	Iteration 52Q: 3 clusters Score -4546139 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4546176.000000 Penalty: 5198.784668
	Iteration 53Q: 3 clusters Score -4546176 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4546201.500000 Penalty: 5198.784668
	Iteration 54Q: 3 clusters Score -4546202 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4546227.500000 Penalty: 5198.784668
	Iteration 55Q: 3 clusters Score -4546228 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4546248.000000 Penalty: 5198.784668
	Iteration 56Q: 3 clusters Score -4546248 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4546282.500000 Penalty: 5198.784668
	Iteration 57Q: 3 clusters Score -4546282 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4546311.000000 Penalty: 5198.784668
	Iteration 58Q: 3 clusters Score -4546311 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4546322.000000 Penalty: 5198.784668
	Iteration 59Q: 3 clusters Score -4546322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4546331.500000 Penalty: 5198.784668
	Iteration 60F: 3 clusters Score -4546332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4546355.000000 Penalty: 5198.784668
	Iteration 61Q: 3 clusters Score -4546355 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4546369.000000 Penalty: 5198.784668
	Iteration 62Q: 3 clusters Score -4546369 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4546378.000000 Penalty: 5198.784668
	Iteration 63Q: 3 clusters Score -4546378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4546390.000000 Penalty: 5198.784668
	Iteration 64Q: 3 clusters Score -4546390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4546399.000000 Penalty: 5198.784668
	Iteration 65Q: 3 clusters Score -4546399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4546412.000000 Penalty: 5198.784668
	Iteration 66Q: 3 clusters Score -4546412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4546425.000000 Penalty: 5198.784668
	Iteration 67Q: 3 clusters Score -4546425 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4546435.000000 Penalty: 5198.784668
	Iteration 68Q: 3 clusters Score -4546435 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4546437.500000 Penalty: 5198.784668
	Iteration 69Q: 3 clusters Score -4546438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4546452.000000 Penalty: 5198.784668
	Iteration 70Q: 3 clusters Score -4546452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4546468.000000 Penalty: 5198.784668
	Iteration 71Q: 3 clusters Score -4546468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4546474.500000 Penalty: 5198.784668
	Iteration 72Q: 3 clusters Score -4546474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4546483.500000 Penalty: 5198.784668
	Iteration 73Q: 3 clusters Score -4546484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4546486.000000 Penalty: 5198.784668
	Iteration 74Q: 3 clusters Score -4546486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4546486.500000 Penalty: 5198.784668
	Iteration 75Q: 3 clusters Score -4546486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4546485.500000 Penalty: 5198.784668
	Iteration 76Q: 3 clusters Score -4546486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4546491.000000 Penalty: 5198.784668
	Iteration 77Q: 3 clusters Score -4546491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4546494.000000 Penalty: 5198.784668
	Iteration 78Q: 3 clusters Score -4546494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4546504.000000 Penalty: 5198.784668
	Iteration 79Q: 3 clusters Score -4546504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4546511.500000 Penalty: 5198.784668
	Iteration 80F: 3 clusters Score -4546512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4546503.000000 Penalty: 5198.784668
	Iteration 81Q: 3 clusters Score -4546503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4546509.500000 Penalty: 5198.784668
	Iteration 82Q: 3 clusters Score -4546510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4546506.000000 Penalty: 5198.784668
	Iteration 83Q: 3 clusters Score -4546506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4546507.000000 Penalty: 5198.784668
	Iteration 84Q: 3 clusters Score -4546507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4546508.500000 Penalty: 5198.784668
	Iteration 85Q: 3 clusters Score -4546508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4546503.500000 Penalty: 5198.784668
	Iteration 86Q: 3 clusters Score -4546504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4546503.500000 Penalty: 5198.784668
	Iteration 87F: 3 clusters Score -4546504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Entering Unmasked Estep 
Score: -3040629.000000 Penalty: 2512.532715
	Iteration 0F: 2 clusters Score -3040629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -3023177.750000 Penalty: 5025.065430
	Iteration 0F: 3 clusters Score -3023178 nChanged 11242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -3029139.750000 Penalty: 5025.065430
	Iteration 1F: 3 clusters Score -3029140 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -3029592.500000 Penalty: 5025.065430
	Iteration 2Q: 3 clusters Score -3029592 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -3030060.000000 Penalty: 5025.065430
	Iteration 3Q: 3 clusters Score -3030060 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -3030582.250000 Penalty: 5025.065430
	Iteration 4Q: 3 clusters Score -3030582 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -3031107.500000 Penalty: 5025.065430
	Iteration 5Q: 3 clusters Score -3031108 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -3031696.250000 Penalty: 5025.065430
	Iteration 6Q: 3 clusters Score -3031696 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -3032364.750000 Penalty: 5025.065430
	Iteration 7Q: 3 clusters Score -3032365 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -3033114.500000 Penalty: 5025.065430
	Iteration 8Q: 3 clusters Score -3033114 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -3034095.250000 Penalty: 5025.065430
	Iteration 9Q: 3 clusters Score -3034095 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -3035188.000000 Penalty: 5025.065430
	Iteration 10Q: 3 clusters Score -3035188 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -3036127.000000 Penalty: 5025.065430
	Iteration 11Q: 3 clusters Score -3036127 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -3036761.750000 Penalty: 5025.065430
	Iteration 12Q: 3 clusters Score -3036762 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -3037218.250000 Penalty: 5025.065430
	Iteration 13Q: 3 clusters Score -3037218 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -3037531.750000 Penalty: 5025.065430
	Iteration 14Q: 3 clusters Score -3037532 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -3037781.750000 Penalty: 5025.065430
	Iteration 15Q: 3 clusters Score -3037782 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -3037970.000000 Penalty: 5025.065430
	Iteration 16Q: 3 clusters Score -3037970 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3038078.750000 Penalty: 5025.065430
	Iteration 17Q: 3 clusters Score -3038079 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -3038150.500000 Penalty: 5025.065430
	Iteration 18Q: 3 clusters Score -3038150 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -3038216.750000 Penalty: 5025.065430
	Iteration 19Q: 3 clusters Score -3038217 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -3038292.000000 Penalty: 5025.065430
	Iteration 20F: 3 clusters Score -3038292 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -3038366.000000 Penalty: 5025.065430
	Iteration 21Q: 3 clusters Score -3038366 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -3038410.500000 Penalty: 5025.065430
	Iteration 22Q: 3 clusters Score -3038410 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -3038459.250000 Penalty: 5025.065430
	Iteration 23Q: 3 clusters Score -3038459 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -3038515.000000 Penalty: 5025.065430
	Iteration 24Q: 3 clusters Score -3038515 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -3038548.000000 Penalty: 5025.065430
	Iteration 25Q: 3 clusters Score -3038548 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -3038572.250000 Penalty: 5025.065430
	Iteration 26Q: 3 clusters Score -3038572 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -3038592.750000 Penalty: 5025.065430
	Iteration 27Q: 3 clusters Score -3038593 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -3038619.500000 Penalty: 5025.065430
	Iteration 28Q: 3 clusters Score -3038620 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -3038633.500000 Penalty: 5025.065430
	Iteration 29Q: 3 clusters Score -3038634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -3038654.000000 Penalty: 5025.065430
	Iteration 30Q: 3 clusters Score -3038654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -3038661.000000 Penalty: 5025.065430
	Iteration 31Q: 3 clusters Score -3038661 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -3038674.250000 Penalty: 5025.065430
	Iteration 32Q: 3 clusters Score -3038674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -3038685.250000 Penalty: 5025.065430
	Iteration 33Q: 3 clusters Score -3038685 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -3038699.000000 Penalty: 5025.065430
	Iteration 34Q: 3 clusters Score -3038699 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -3038709.250000 Penalty: 5025.065430
	Iteration 35Q: 3 clusters Score -3038709 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3038714.750000 Penalty: 5025.065430
	Iteration 36Q: 3 clusters Score -3038715 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -3038722.750000 Penalty: 5025.065430
	Iteration 37Q: 3 clusters Score -3038723 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -3038727.750000 Penalty: 5025.065430
	Iteration 38Q: 3 clusters Score -3038728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -3038743.250000 Penalty: 5025.065430
	Iteration 39Q: 3 clusters Score -3038743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -3038741.750000 Penalty: 5025.065430
	Iteration 40F: 3 clusters Score -3038742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -3038747.750000 Penalty: 5025.065430
	Iteration 41Q: 3 clusters Score -3038748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -3038752.750000 Penalty: 5025.065430
	Iteration 42Q: 3 clusters Score -3038753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -3038754.250000 Penalty: 5025.065430
	Iteration 43Q: 3 clusters Score -3038754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -3038758.500000 Penalty: 5025.065430
	Iteration 44Q: 3 clusters Score -3038758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -3038758.500000 Penalty: 5025.065430
	Iteration 45Q: 3 clusters Score -3038758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -3038759.750000 Penalty: 5025.065430
	Iteration 46Q: 3 clusters Score -3038760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -3038765.250000 Penalty: 5025.065430
	Iteration 47Q: 3 clusters Score -3038765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3038759.750000 Penalty: 5025.065430
	Iteration 48Q: 3 clusters Score -3038760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -3038766.750000 Penalty: 5025.065430
	Iteration 49Q: 3 clusters Score -3038767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -3038768.500000 Penalty: 5025.065430
	Iteration 50Q: 3 clusters Score -3038768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -3038772.250000 Penalty: 5025.065430
	Iteration 51Q: 3 clusters Score -3038772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3038775.750000 Penalty: 5025.065430
	Iteration 52Q: 3 clusters Score -3038776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -3038777.500000 Penalty: 5025.065430
	Iteration 53Q: 3 clusters Score -3038778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -3038777.750000 Penalty: 5025.065430
	Iteration 54Q: 3 clusters Score -3038778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -3038779.000000 Penalty: 5025.065430
	Iteration 55Q: 3 clusters Score -3038779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -3038776.250000 Penalty: 5025.065430
	Iteration 56Q: 3 clusters Score -3038776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -3038779.500000 Penalty: 5025.065430
	Iteration 57Q: 3 clusters Score -3038780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -3038784.000000 Penalty: 5025.065430
	Iteration 58Q: 3 clusters Score -3038784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3038791.500000 Penalty: 5025.065430
	Iteration 59Q: 3 clusters Score -3038792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3038794.750000 Penalty: 5025.065430
	Iteration 60F: 3 clusters Score -3038795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -3038793.000000 Penalty: 5025.065430
	Iteration 61Q: 3 clusters Score -3038793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3038796.000000 Penalty: 5025.065430
	Iteration 62Q: 3 clusters Score -3038796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -3038797.750000 Penalty: 5025.065430
	Iteration 63Q: 3 clusters Score -3038798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -3038792.500000 Penalty: 5025.065430
	Iteration 64Q: 3 clusters Score -3038792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -3038794.000000 Penalty: 5025.065430
	Iteration 65Q: 3 clusters Score -3038794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -3038794.000000 Penalty: 5025.065430
	Iteration 66F: 3 clusters Score -3038794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Entering Unmasked Estep 
Score: -356684.156250 Penalty: 1982.919678
	Iteration 0F: 2 clusters Score -356684.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -353398.593750 Penalty: 3965.839355
	Iteration 0F: 3 clusters Score -353398.6 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -354094.562500 Penalty: 3965.839355
	Iteration 1F: 3 clusters Score -354094.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -354274.562500 Penalty: 3965.839355
	Iteration 2F: 3 clusters Score -354274.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -354373.843750 Penalty: 3965.839355
	Iteration 3Q: 3 clusters Score -354373.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -354465.156250 Penalty: 3965.839355
	Iteration 4Q: 3 clusters Score -354465.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -354543.093750 Penalty: 3965.839355
	Iteration 5Q: 3 clusters Score -354543.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -354625.531250 Penalty: 3965.839355
	Iteration 6Q: 3 clusters Score -354625.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -354780.281250 Penalty: 3965.839355
	Iteration 7Q: 3 clusters Score -354780.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -355008.093750 Penalty: 3965.839355
	Iteration 8Q: 3 clusters Score -355008.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -355487.812500 Penalty: 3965.839355
	Iteration 9F: 3 clusters Score -355487.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -356147.500000 Penalty: 3965.839355
	Iteration 10F: 3 clusters Score -356147.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -356803.093750 Penalty: 3965.839355
	Iteration 11F: 3 clusters Score -356803.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -357163.781250 Penalty: 3965.839355
	Iteration 12Q: 3 clusters Score -357163.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -357268.281250 Penalty: 3965.839355
	Iteration 13Q: 3 clusters Score -357268.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -357279.937500 Penalty: 3965.839355
	Iteration 14Q: 3 clusters Score -357279.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -357282.156250 Penalty: 3965.839355
	Iteration 15Q: 3 clusters Score -357282.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -357283.687500 Penalty: 3965.839355
	Iteration 16Q: 3 clusters Score -357283.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -357283.687500 Penalty: 3965.839355
	Iteration 17F: 3 clusters Score -357283.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 104501 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 30019 members 
Mstep: Class 5 contains 33583 members 
Mstep: Class 6 contains 35647 members 
Mstep: Class 7 contains 25114 members 
Mstep: Class 8 contains 1613 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 174995 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 270931 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 1355 members 
Mstep: Class 17 contains 173532 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 50686 members 
Mstep: Class 20 contains 43744 members 
Entering Unmasked Estep 
Score: -119223368.000000 Penalty: 61513.308594
Splitting cluster 8 changes total score from -119224320.000000 to -119223368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -47255.824219 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -47255.82 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 284 members 
Entering Unmasked Estep 
Score: -45887.503906 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -45887.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46459.894531 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -46459.89 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46907.394531 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -46907.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47207.769531 Penalty: 3114.146729
	Iteration 3F: 3 clusters Score -47207.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47284.582031 Penalty: 3114.146729
	Iteration 4Q: 3 clusters Score -47284.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47337.203125 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -47337.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47505.800781 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -47505.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -47529.558594 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -47529.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47542.480469 Penalty: 3114.146729
	Iteration 8Q: 3 clusters Score -47542.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47547.171875 Penalty: 3114.146729
	Iteration 9Q: 3 clusters Score -47547.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47547.171875 Penalty: 3114.146729
	Iteration 10F: 3 clusters Score -47547.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 104501 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 30019 members 
Mstep: Class 5 contains 33583 members 
Mstep: Class 6 contains 35647 members 
Mstep: Class 7 contains 25114 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 248 members 
Mstep: Class 10 contains 174995 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 270931 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 17 contains 173532 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 50686 members 
Mstep: Class 20 contains 43744 members 
Entering Unmasked Estep 
Score: -119222584.000000 Penalty: 61513.308594
Splitting cluster 9 changes total score from -119224320.000000 to -119222584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (174995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174995 members 
Entering Unmasked Estep 
Score: -22117004.000000 Penalty: 2993.983154
	Iteration 0F: 2 clusters Score -2.2117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87206 members 
Mstep: Class 2 contains 87789 members 
Entering Unmasked Estep 
Score: -22000780.000000 Penalty: 5987.966309
	Iteration 0F: 3 clusters Score -2.200078e+07 nChanged 84074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84006 members 
Mstep: Class 2 contains 90989 members 
Entering Unmasked Estep 
Score: -22049800.000000 Penalty: 5987.966309
	Iteration 1F: 3 clusters Score -2.20498e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 93491 members 
Entering Unmasked Estep 
Score: -22050918.000000 Penalty: 5987.966309
	Iteration 2Q: 3 clusters Score -2.205092e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77494 members 
Mstep: Class 2 contains 97501 members 
Entering Unmasked Estep 
Score: -22052374.000000 Penalty: 5987.966309
	Iteration 3Q: 3 clusters Score -2.205237e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71204 members 
Mstep: Class 2 contains 103791 members 
Entering Unmasked Estep 
Score: -22054822.000000 Penalty: 5987.966309
	Iteration 4Q: 3 clusters Score -2.205482e+07 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61932 members 
Mstep: Class 2 contains 113063 members 
Entering Unmasked Estep 
Score: -22059706.000000 Penalty: 5987.966309
	Iteration 5F: 3 clusters Score -2.205971e+07 nChanged 12993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 125914 members 
Entering Unmasked Estep 
Score: -22068868.000000 Penalty: 5987.966309
	Iteration 6F: 3 clusters Score -2.206887e+07 nChanged 15831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 141707 members 
Entering Unmasked Estep 
Score: -22082704.000000 Penalty: 5987.966309
	Iteration 7F: 3 clusters Score -2.20827e+07 nChanged 15787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 157472 members 
Entering Unmasked Estep 
Score: -22098640.000000 Penalty: 5987.966309
	Iteration 8F: 3 clusters Score -2.209864e+07 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 168252 members 
Entering Unmasked Estep 
Score: -22109418.000000 Penalty: 5987.966309
	Iteration 9F: 3 clusters Score -2.210942e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 172797 members 
Entering Unmasked Estep 
Score: -22113490.000000 Penalty: 5987.966309
	Iteration 10Q: 3 clusters Score -2.211349e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 174110 members 
Entering Unmasked Estep 
Score: -22114596.000000 Penalty: 5987.966309
	Iteration 11Q: 3 clusters Score -2.21146e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 174423 members 
Entering Unmasked Estep 
Score: -22114886.000000 Penalty: 5987.966309
	Iteration 12Q: 3 clusters Score -2.211489e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 174531 members 
Entering Unmasked Estep 
Score: -22115004.000000 Penalty: 5987.966309
	Iteration 13Q: 3 clusters Score -2.2115e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 174564 members 
Entering Unmasked Estep 
Score: -22115118.000000 Penalty: 5987.966309
	Iteration 14Q: 3 clusters Score -2.211512e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 174579 members 
Entering Unmasked Estep 
Score: -22115150.000000 Penalty: 5987.966309
	Iteration 15Q: 3 clusters Score -2.211515e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 174584 members 
Entering Unmasked Estep 
Score: -22115168.000000 Penalty: 5987.966309
	Iteration 16Q: 3 clusters Score -2.211517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 174588 members 
Entering Unmasked Estep 
Score: -22115184.000000 Penalty: 5987.966309
	Iteration 17Q: 3 clusters Score -2.211518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 174589 members 
Entering Unmasked Estep 
Score: -22115168.000000 Penalty: 5987.966309
	Iteration 18Q: 3 clusters Score -2.211517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 174588 members 
Entering Unmasked Estep 
Score: -22115186.000000 Penalty: 5987.966309
	Iteration 19Q: 3 clusters Score -2.211519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 174587 members 
Entering Unmasked Estep 
Score: -22115178.000000 Penalty: 5987.966309
	Iteration 20F: 3 clusters Score -2.211518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 174584 members 
Entering Unmasked Estep 
Score: -22115172.000000 Penalty: 5987.966309
	Iteration 21Q: 3 clusters Score -2.211517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 174583 members 
Entering Unmasked Estep 
Score: -22115168.000000 Penalty: 5987.966309
	Iteration 22Q: 3 clusters Score -2.211517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 174581 members 
Entering Unmasked Estep 
Score: -22115180.000000 Penalty: 5987.966309
	Iteration 23Q: 3 clusters Score -2.211518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 174580 members 
Entering Unmasked Estep 
Score: -22115186.000000 Penalty: 5987.966309
	Iteration 24Q: 3 clusters Score -2.211519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 174580 members 
Entering Unmasked Estep 
Score: -22115186.000000 Penalty: 5987.966309
	Iteration 25F: 3 clusters Score -2.211519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Entering Unmasked Estep 
Score: -92671.343750 Penalty: 1693.788940
	Iteration 0F: 2 clusters Score -92671.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -90858.656250 Penalty: 3387.577881
	Iteration 0F: 3 clusters Score -90858.66 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -91351.539062 Penalty: 3387.577881
	Iteration 1F: 3 clusters Score -91351.54 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -91848.976562 Penalty: 3387.577881
	Iteration 2F: 3 clusters Score -91848.98 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -92394.257812 Penalty: 3387.577881
	Iteration 3F: 3 clusters Score -92394.26 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -92782.359375 Penalty: 3387.577881
	Iteration 4F: 3 clusters Score -92782.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -93062.437500 Penalty: 3387.577881
	Iteration 5Q: 3 clusters Score -93062.44 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -93364.765625 Penalty: 3387.577881
	Iteration 6Q: 3 clusters Score -93364.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -93618.195312 Penalty: 3387.577881
	Iteration 7Q: 3 clusters Score -93618.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -93942.906250 Penalty: 3387.577881
	Iteration 8Q: 3 clusters Score -93942.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -94419.914062 Penalty: 3387.577881
	Iteration 9Q: 3 clusters Score -94419.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -94425.328125 Penalty: 3387.577881
	Iteration 10Q: 3 clusters Score -94425.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -94425.328125 Penalty: 3387.577881
	Iteration 11F: 3 clusters Score -94425.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 104501 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 30019 members 
Mstep: Class 5 contains 33583 members 
Mstep: Class 6 contains 35647 members 
Mstep: Class 7 contains 25114 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 174995 members 
Mstep: Class 11 contains 378 members 
Mstep: Class 12 contains 270931 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 17 contains 173532 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 50686 members 
Mstep: Class 20 contains 43744 members 
Entering Unmasked Estep 
Score: -119224280.000000 Penalty: 61513.308594
Splitting cluster 11 changes total score from -119224320.000000 to -119224280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (270931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270931 members 
Entering Unmasked Estep 
Score: -33993004.000000 Penalty: 3102.385742
	Iteration 0F: 2 clusters Score -3.3993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135237 members 
Mstep: Class 2 contains 135694 members 
Entering Unmasked Estep 
Score: -33824052.000000 Penalty: 6204.771484
	Iteration 0F: 3 clusters Score -3.382405e+07 nChanged 131158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129743 members 
Mstep: Class 2 contains 141188 members 
Entering Unmasked Estep 
Score: -33901536.000000 Penalty: 6204.771484
	Iteration 1F: 3 clusters Score -3.390154e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125962 members 
Mstep: Class 2 contains 144969 members 
Entering Unmasked Estep 
Score: -33902908.000000 Penalty: 6204.771484
	Iteration 2Q: 3 clusters Score -3.390291e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119867 members 
Mstep: Class 2 contains 151064 members 
Entering Unmasked Estep 
Score: -33905180.000000 Penalty: 6204.771484
	Iteration 3Q: 3 clusters Score -3.390518e+07 nChanged 10580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110645 members 
Mstep: Class 2 contains 160286 members 
Entering Unmasked Estep 
Score: -33909012.000000 Penalty: 6204.771484
	Iteration 4Q: 3 clusters Score -3.390901e+07 nChanged 14284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97019 members 
Mstep: Class 2 contains 173912 members 
Entering Unmasked Estep 
Score: -33916220.000000 Penalty: 6204.771484
	Iteration 5F: 3 clusters Score -3.391622e+07 nChanged 19394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77925 members 
Mstep: Class 2 contains 193006 members 
Entering Unmasked Estep 
Score: -33927092.000000 Penalty: 6204.771484
	Iteration 6F: 3 clusters Score -3.392709e+07 nChanged 23405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54688 members 
Mstep: Class 2 contains 216243 members 
Entering Unmasked Estep 
Score: -33942592.000000 Penalty: 6204.771484
	Iteration 7F: 3 clusters Score -3.394259e+07 nChanged 22500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 238687 members 
Entering Unmasked Estep 
Score: -33959800.000000 Penalty: 6204.771484
	Iteration 8F: 3 clusters Score -3.39598e+07 nChanged 16346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 255029 members 
Entering Unmasked Estep 
Score: -33974348.000000 Penalty: 6204.771484
	Iteration 9F: 3 clusters Score -3.397435e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 264144 members 
Entering Unmasked Estep 
Score: -33983044.000000 Penalty: 6204.771484
	Iteration 10Q: 3 clusters Score -3.398304e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 268131 members 
Entering Unmasked Estep 
Score: -33987132.000000 Penalty: 6204.771484
	Iteration 11Q: 3 clusters Score -3.398713e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 269645 members 
Entering Unmasked Estep 
Score: -33988916.000000 Penalty: 6204.771484
	Iteration 12Q: 3 clusters Score -3.398892e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 270135 members 
Entering Unmasked Estep 
Score: -33989564.000000 Penalty: 6204.771484
	Iteration 13Q: 3 clusters Score -3.398956e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 270339 members 
Entering Unmasked Estep 
Score: -33989868.000000 Penalty: 6204.771484
	Iteration 14Q: 3 clusters Score -3.398987e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 270428 members 
Entering Unmasked Estep 
Score: -33989972.000000 Penalty: 6204.771484
	Iteration 15Q: 3 clusters Score -3.398997e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 270454 members 
Entering Unmasked Estep 
Score: -33990120.000000 Penalty: 6204.771484
	Iteration 16Q: 3 clusters Score -3.399012e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 270474 members 
Entering Unmasked Estep 
Score: -33990160.000000 Penalty: 6204.771484
	Iteration 17Q: 3 clusters Score -3.399016e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 270482 members 
Entering Unmasked Estep 
Score: -33990168.000000 Penalty: 6204.771484
	Iteration 18Q: 3 clusters Score -3.399017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 270486 members 
Entering Unmasked Estep 
Score: -33990184.000000 Penalty: 6204.771484
	Iteration 19Q: 3 clusters Score -3.399018e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 270485 members 
Entering Unmasked Estep 
Score: -33990192.000000 Penalty: 6204.771484
	Iteration 20F: 3 clusters Score -3.399019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 270482 members 
Entering Unmasked Estep 
Score: -33990188.000000 Penalty: 6204.771484
	Iteration 21Q: 3 clusters Score -3.399019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 270476 members 
Entering Unmasked Estep 
Score: -33990192.000000 Penalty: 6204.771484
	Iteration 22Q: 3 clusters Score -3.399019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 270475 members 
Entering Unmasked Estep 
Score: -33990180.000000 Penalty: 6204.771484
	Iteration 23Q: 3 clusters Score -3.399018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 270474 members 
Entering Unmasked Estep 
Score: -33990176.000000 Penalty: 6204.771484
	Iteration 24Q: 3 clusters Score -3.399018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 270475 members 
Entering Unmasked Estep 
Score: -33990188.000000 Penalty: 6204.771484
	Iteration 25Q: 3 clusters Score -3.399019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 270475 members 
Entering Unmasked Estep 
Score: -33990188.000000 Penalty: 6204.771484
	Iteration 26F: 3 clusters Score -3.399019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -67766.726562 Penalty: 1596.562500
	Iteration 0F: 2 clusters Score -67766.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66189.851562 Penalty: 3193.125000
	Iteration 0F: 3 clusters Score -66189.85 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66508.546875 Penalty: 3193.125000
	Iteration 1F: 3 clusters Score -66508.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66675.960938 Penalty: 3193.125000
	Iteration 2F: 3 clusters Score -66675.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66777.726562 Penalty: 3193.125000
	Iteration 3Q: 3 clusters Score -66777.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66842.265625 Penalty: 3193.125000
	Iteration 4Q: 3 clusters Score -66842.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66869.601562 Penalty: 3193.125000
	Iteration 5Q: 3 clusters Score -66869.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66896.125000 Penalty: 3193.125000
	Iteration 6Q: 3 clusters Score -66896.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66902.234375 Penalty: 3193.125000
	Iteration 7Q: 3 clusters Score -66902.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66906.593750 Penalty: 3193.125000
	Iteration 8Q: 3 clusters Score -66906.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66906.593750 Penalty: 3193.125000
	Iteration 9F: 3 clusters Score -66906.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (173532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173532 members 
Entering Unmasked Estep 
Score: -21801448.000000 Penalty: 2991.901123
	Iteration 0F: 2 clusters Score -2.180145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87065 members 
Mstep: Class 2 contains 86467 members 
Entering Unmasked Estep 
Score: -21685812.000000 Penalty: 5983.802246
	Iteration 0F: 3 clusters Score -2.168581e+07 nChanged 83506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92639 members 
Mstep: Class 2 contains 80893 members 
Entering Unmasked Estep 
Score: -21735258.000000 Penalty: 5983.802246
	Iteration 1F: 3 clusters Score -2.173526e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95736 members 
Mstep: Class 2 contains 77796 members 
Entering Unmasked Estep 
Score: -21737160.000000 Penalty: 5983.802246
	Iteration 2Q: 3 clusters Score -2.173716e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100443 members 
Mstep: Class 2 contains 73089 members 
Entering Unmasked Estep 
Score: -21739940.000000 Penalty: 5983.802246
	Iteration 3Q: 3 clusters Score -2.173994e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107311 members 
Mstep: Class 2 contains 66221 members 
Entering Unmasked Estep 
Score: -21744482.000000 Penalty: 5983.802246
	Iteration 4F: 3 clusters Score -2.174448e+07 nChanged 10926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116893 members 
Mstep: Class 2 contains 56639 members 
Entering Unmasked Estep 
Score: -21751720.000000 Penalty: 5983.802246
	Iteration 5F: 3 clusters Score -2.175172e+07 nChanged 12900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128879 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -21762186.000000 Penalty: 5983.802246
	Iteration 6F: 3 clusters Score -2.176219e+07 nChanged 13184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141395 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -21774358.000000 Penalty: 5983.802246
	Iteration 7F: 3 clusters Score -2.177436e+07 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151728 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -21784156.000000 Penalty: 5983.802246
	Iteration 8F: 3 clusters Score -2.178416e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158656 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -21790470.000000 Penalty: 5983.802246
	Iteration 9Q: 3 clusters Score -2.179047e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162901 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -21793898.000000 Penalty: 5983.802246
	Iteration 10Q: 3 clusters Score -2.17939e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165603 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -21795826.000000 Penalty: 5983.802246
	Iteration 11Q: 3 clusters Score -2.179583e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167447 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -21796822.000000 Penalty: 5983.802246
	Iteration 12Q: 3 clusters Score -2.179682e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168757 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -21797458.000000 Penalty: 5983.802246
	Iteration 13Q: 3 clusters Score -2.179746e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169725 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -21798058.000000 Penalty: 5983.802246
	Iteration 14Q: 3 clusters Score -2.179806e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170416 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -21798412.000000 Penalty: 5983.802246
	Iteration 15Q: 3 clusters Score -2.179841e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170904 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -21798664.000000 Penalty: 5983.802246
	Iteration 16Q: 3 clusters Score -2.179866e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171268 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -21798844.000000 Penalty: 5983.802246
	Iteration 17Q: 3 clusters Score -2.179884e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171513 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -21798958.000000 Penalty: 5983.802246
	Iteration 18Q: 3 clusters Score -2.179896e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171703 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -21799020.000000 Penalty: 5983.802246
	Iteration 19Q: 3 clusters Score -2.179902e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171843 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -21799054.000000 Penalty: 5983.802246
	Iteration 20F: 3 clusters Score -2.179905e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171964 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -21799096.000000 Penalty: 5983.802246
	Iteration 21Q: 3 clusters Score -2.17991e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172059 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -21799106.000000 Penalty: 5983.802246
	Iteration 22Q: 3 clusters Score -2.179911e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172129 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -21799136.000000 Penalty: 5983.802246
	Iteration 23Q: 3 clusters Score -2.179914e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172183 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -21799128.000000 Penalty: 5983.802246
	Iteration 24Q: 3 clusters Score -2.179913e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172226 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -21799152.000000 Penalty: 5983.802246
	Iteration 25Q: 3 clusters Score -2.179915e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172257 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -21799150.000000 Penalty: 5983.802246
	Iteration 26Q: 3 clusters Score -2.179915e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172277 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -21799158.000000 Penalty: 5983.802246
	Iteration 27Q: 3 clusters Score -2.179916e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172306 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -21799180.000000 Penalty: 5983.802246
	Iteration 28Q: 3 clusters Score -2.179918e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172333 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -21799198.000000 Penalty: 5983.802246
	Iteration 29Q: 3 clusters Score -2.17992e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172354 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -21799220.000000 Penalty: 5983.802246
	Iteration 30Q: 3 clusters Score -2.179922e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172376 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -21799214.000000 Penalty: 5983.802246
	Iteration 31Q: 3 clusters Score -2.179921e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172396 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -21799224.000000 Penalty: 5983.802246
	Iteration 32Q: 3 clusters Score -2.179922e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172415 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -21799244.000000 Penalty: 5983.802246
	Iteration 33Q: 3 clusters Score -2.179924e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172431 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -21799232.000000 Penalty: 5983.802246
	Iteration 34Q: 3 clusters Score -2.179923e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172440 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -21799236.000000 Penalty: 5983.802246
	Iteration 35Q: 3 clusters Score -2.179924e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172447 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -21799242.000000 Penalty: 5983.802246
	Iteration 36Q: 3 clusters Score -2.179924e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172451 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -21799222.000000 Penalty: 5983.802246
	Iteration 37Q: 3 clusters Score -2.179922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172463 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -21799222.000000 Penalty: 5983.802246
	Iteration 38Q: 3 clusters Score -2.179922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172465 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -21799222.000000 Penalty: 5983.802246
	Iteration 39Q: 3 clusters Score -2.179922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172470 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -21799226.000000 Penalty: 5983.802246
	Iteration 40F: 3 clusters Score -2.179923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172478 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -21799242.000000 Penalty: 5983.802246
	Iteration 41Q: 3 clusters Score -2.179924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172485 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -21799230.000000 Penalty: 5983.802246
	Iteration 42Q: 3 clusters Score -2.179923e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172497 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -21799232.000000 Penalty: 5983.802246
	Iteration 43Q: 3 clusters Score -2.179923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172504 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -21799244.000000 Penalty: 5983.802246
	Iteration 44Q: 3 clusters Score -2.179924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172510 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -21799252.000000 Penalty: 5983.802246
	Iteration 45Q: 3 clusters Score -2.179925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172514 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -21799222.000000 Penalty: 5983.802246
	Iteration 46Q: 3 clusters Score -2.179922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172516 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -21799230.000000 Penalty: 5983.802246
	Iteration 47Q: 3 clusters Score -2.179923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172517 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -21799226.000000 Penalty: 5983.802246
	Iteration 48Q: 3 clusters Score -2.179923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172519 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -21799210.000000 Penalty: 5983.802246
	Iteration 49Q: 3 clusters Score -2.179921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172518 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -21799240.000000 Penalty: 5983.802246
	Iteration 50Q: 3 clusters Score -2.179924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172520 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -21799228.000000 Penalty: 5983.802246
	Iteration 51Q: 3 clusters Score -2.179923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172519 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -21799226.000000 Penalty: 5983.802246
	Iteration 52Q: 3 clusters Score -2.179923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172518 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -21799226.000000 Penalty: 5983.802246
	Iteration 53Q: 3 clusters Score -2.179923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172521 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -21799222.000000 Penalty: 5983.802246
	Iteration 54Q: 3 clusters Score -2.179922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172522 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -21799226.000000 Penalty: 5983.802246
	Iteration 55Q: 3 clusters Score -2.179923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172525 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -21799214.000000 Penalty: 5983.802246
	Iteration 56Q: 3 clusters Score -2.179921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172529 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -21799218.000000 Penalty: 5983.802246
	Iteration 57Q: 3 clusters Score -2.179922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172530 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -21799214.000000 Penalty: 5983.802246
	Iteration 58Q: 3 clusters Score -2.179921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172532 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -21799222.000000 Penalty: 5983.802246
	Iteration 59Q: 3 clusters Score -2.179922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172535 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -21799210.000000 Penalty: 5983.802246
	Iteration 60F: 3 clusters Score -2.179921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172537 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -21799228.000000 Penalty: 5983.802246
	Iteration 61Q: 3 clusters Score -2.179923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172538 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -21799226.000000 Penalty: 5983.802246
	Iteration 62Q: 3 clusters Score -2.179923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172537 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -21799222.000000 Penalty: 5983.802246
	Iteration 63Q: 3 clusters Score -2.179922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172538 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -21799224.000000 Penalty: 5983.802246
	Iteration 64Q: 3 clusters Score -2.179922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172539 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -21799228.000000 Penalty: 5983.802246
	Iteration 65Q: 3 clusters Score -2.179923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172539 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -21799216.000000 Penalty: 5983.802246
	Iteration 66Q: 3 clusters Score -2.179922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172538 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -21799210.000000 Penalty: 5983.802246
	Iteration 67Q: 3 clusters Score -2.179921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172541 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -21799206.000000 Penalty: 5983.802246
	Iteration 68Q: 3 clusters Score -2.179921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172541 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -21799210.000000 Penalty: 5983.802246
	Iteration 69Q: 3 clusters Score -2.179921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172542 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -21799212.000000 Penalty: 5983.802246
	Iteration 70Q: 3 clusters Score -2.179921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172541 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -21799222.000000 Penalty: 5983.802246
	Iteration 71Q: 3 clusters Score -2.179922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172541 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -21799222.000000 Penalty: 5983.802246
	Iteration 72F: 3 clusters Score -2.179922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -54519.496094 Penalty: 1581.006104
	Iteration 0F: 2 clusters Score -54519.5 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 309 members 
Entering Unmasked Estep 
Score: -53282.859375 Penalty: 3162.012207
	Iteration 0F: 3 clusters Score -53282.86 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54740.652344 Penalty: 3162.012207
	Iteration 1F: 3 clusters Score -54740.65 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55772.886719 Penalty: 3162.012207
	Iteration 2F: 3 clusters Score -55772.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -56111.031250 Penalty: 3162.012207
	Iteration 3Q: 3 clusters Score -56111.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -56316.039062 Penalty: 3162.012207
	Iteration 4Q: 3 clusters Score -56316.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -56394.828125 Penalty: 3162.012207
	Iteration 5Q: 3 clusters Score -56394.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -56522.394531 Penalty: 3162.012207
	Iteration 6Q: 3 clusters Score -56522.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -56939.183594 Penalty: 3162.012207
	Iteration 7Q: 3 clusters Score -56939.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -56943.597656 Penalty: 3162.012207
	Iteration 8Q: 3 clusters Score -56943.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -56950.125000 Penalty: 3162.012207
	Iteration 9Q: 3 clusters Score -56950.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -56959.480469 Penalty: 3162.012207
	Iteration 10Q: 3 clusters Score -56959.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -56969.207031 Penalty: 3162.012207
	Iteration 11Q: 3 clusters Score -56969.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -56982.800781 Penalty: 3162.012207
	Iteration 12Q: 3 clusters Score -56982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -56996.539062 Penalty: 3162.012207
	Iteration 13Q: 3 clusters Score -56996.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -57003.769531 Penalty: 3162.012207
	Iteration 14Q: 3 clusters Score -57003.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -57014.562500 Penalty: 3162.012207
	Iteration 15F: 3 clusters Score -57014.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -57054.214844 Penalty: 3162.012207
	Iteration 16Q: 3 clusters Score -57054.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -57076.421875 Penalty: 3162.012207
	Iteration 17Q: 3 clusters Score -57076.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -57118.121094 Penalty: 3162.012207
	Iteration 18Q: 3 clusters Score -57118.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -57118.121094 Penalty: 3162.012207
	Iteration 19F: 3 clusters Score -57118.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 104501 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 30019 members 
Mstep: Class 5 contains 33583 members 
Mstep: Class 6 contains 35647 members 
Mstep: Class 7 contains 25114 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 174995 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 270931 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 173 members 
Mstep: Class 17 contains 173532 members 
Mstep: Class 18 contains 414 members 
Mstep: Class 19 contains 50686 members 
Mstep: Class 20 contains 43744 members 
Entering Unmasked Estep 
Score: -119224952.000000 Penalty: 61513.308594
Splitting cluster 18 changes total score from -119224320.000000 to -119224952.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 19 (50686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Entering Unmasked Estep 
Score: -6285180.500000 Penalty: 2686.684326
	Iteration 0F: 2 clusters Score -6285180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -6251138.000000 Penalty: 5373.368652
	Iteration 0F: 3 clusters Score -6251138 nChanged 23309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -6264122.000000 Penalty: 5373.368652
	Iteration 1F: 3 clusters Score -6264122 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -6264711.000000 Penalty: 5373.368652
	Iteration 2Q: 3 clusters Score -6264711 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -6265397.000000 Penalty: 5373.368652
	Iteration 3Q: 3 clusters Score -6265397 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -6266229.000000 Penalty: 5373.368652
	Iteration 4Q: 3 clusters Score -6266229 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -6267699.000000 Penalty: 5373.368652
	Iteration 5F: 3 clusters Score -6267699 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -6270039.500000 Penalty: 5373.368652
	Iteration 6F: 3 clusters Score -6270040 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -6273352.000000 Penalty: 5373.368652
	Iteration 7F: 3 clusters Score -6273352 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -6276904.000000 Penalty: 5373.368652
	Iteration 8F: 3 clusters Score -6276904 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -6279833.500000 Penalty: 5373.368652
	Iteration 9F: 3 clusters Score -6279834 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -6281492.500000 Penalty: 5373.368652
	Iteration 10Q: 3 clusters Score -6281492 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -6282244.000000 Penalty: 5373.368652
	Iteration 11Q: 3 clusters Score -6282244 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -6282527.000000 Penalty: 5373.368652
	Iteration 12Q: 3 clusters Score -6282527 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -6282634.000000 Penalty: 5373.368652
	Iteration 13Q: 3 clusters Score -6282634 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -6282714.000000 Penalty: 5373.368652
	Iteration 14Q: 3 clusters Score -6282714 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -6282787.500000 Penalty: 5373.368652
	Iteration 15Q: 3 clusters Score -6282788 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -6282831.500000 Penalty: 5373.368652
	Iteration 16Q: 3 clusters Score -6282832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -6282869.000000 Penalty: 5373.368652
	Iteration 17Q: 3 clusters Score -6282869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -6282885.000000 Penalty: 5373.368652
	Iteration 18Q: 3 clusters Score -6282885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -6282895.500000 Penalty: 5373.368652
	Iteration 19Q: 3 clusters Score -6282896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -6282903.000000 Penalty: 5373.368652
	Iteration 20F: 3 clusters Score -6282903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -6282907.500000 Penalty: 5373.368652
	Iteration 21Q: 3 clusters Score -6282908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -6282912.000000 Penalty: 5373.368652
	Iteration 22Q: 3 clusters Score -6282912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -6282923.000000 Penalty: 5373.368652
	Iteration 23Q: 3 clusters Score -6282923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -6282923.500000 Penalty: 5373.368652
	Iteration 24Q: 3 clusters Score -6282924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -6282920.500000 Penalty: 5373.368652
	Iteration 25Q: 3 clusters Score -6282920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -6282921.000000 Penalty: 5373.368652
	Iteration 26Q: 3 clusters Score -6282921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -6282920.000000 Penalty: 5373.368652
	Iteration 27Q: 3 clusters Score -6282920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -6282920.000000 Penalty: 5373.368652
	Iteration 28F: 3 clusters Score -6282920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Entering Unmasked Estep 
Score: -5582067.000000 Penalty: 2650.155273
	Iteration 0F: 2 clusters Score -5582067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -5552484.000000 Penalty: 5300.310547
	Iteration 0F: 3 clusters Score -5552484 nChanged 20113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -5563408.500000 Penalty: 5300.310547
	Iteration 1F: 3 clusters Score -5563408 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -5563916.000000 Penalty: 5300.310547
	Iteration 2Q: 3 clusters Score -5563916 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -5564366.000000 Penalty: 5300.310547
	Iteration 3Q: 3 clusters Score -5564366 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -5565004.500000 Penalty: 5300.310547
	Iteration 4Q: 3 clusters Score -5565004 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -5565886.500000 Penalty: 5300.310547
	Iteration 5Q: 3 clusters Score -5565886 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -5567287.000000 Penalty: 5300.310547
	Iteration 6F: 3 clusters Score -5567287 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -5569548.500000 Penalty: 5300.310547
	Iteration 7F: 3 clusters Score -5569548 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -5572546.500000 Penalty: 5300.310547
	Iteration 8F: 3 clusters Score -5572546 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5575560 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -5577690 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5578870 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5579346 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5579554 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5579644 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5579708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5579742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5579761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5579780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5579804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5579817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5579818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5579820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -5579819.500000 Penalty: 5300.310547
	Iteration 23F: 3 clusters Score -5579820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 104501 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 30019 members 
Mstep: Class 5 contains 33583 members 
Mstep: Class 6 contains 35647 members 
Mstep: Class 7 contains 25114 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 174995 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 270931 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 17 contains 173532 members 
Mstep: Class 18 contains 414 members 
Mstep: Class 19 contains 50686 members 
Mstep: Class 20 contains 43744 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 19 clusters Score -1.19225e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 721 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 104411 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 30039 members 
Mstep: Class 5 contains 33580 members 
Mstep: Class 6 contains 35669 members 
Mstep: Class 7 contains 25115 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 174924 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 271137 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 174 members 
Mstep: Class 17 contains 173472 members 
Mstep: Class 18 contains 414 members 
Mstep: Class 19 contains 50667 members 
Mstep: Class 20 contains 43740 members 
Entering Unmasked Estep 
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Iteration 120F: 19 clusters Score -1.192372e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 508 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 104311 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 30047 members 
Mstep: Class 5 contains 33578 members 
Mstep: Class 6 contains 35683 members 
Mstep: Class 7 contains 25118 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 174859 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 271307 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 17 contains 173463 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 50659 members 
Mstep: Class 20 contains 43735 members 
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Iteration 121Q: 19 clusters Score -1.192453e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 104199 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 30054 members 
Mstep: Class 5 contains 33577 members 
Mstep: Class 6 contains 35690 members 
Mstep: Class 7 contains 25123 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 174817 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 271500 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 17 contains 173429 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 50645 members 
Mstep: Class 20 contains 43729 members 
Entering Unmasked Estep 
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Iteration 122Q: 19 clusters Score -1.192457e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 104084 members 
Mstep: Class 3 contains 2166 members 
Mstep: Class 4 contains 30054 members 
Mstep: Class 5 contains 33570 members 
Mstep: Class 6 contains 35702 members 
Mstep: Class 7 contains 25126 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 174768 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 271684 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 17 contains 173416 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 50643 members 
Mstep: Class 20 contains 43721 members 
Entering Unmasked Estep 
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Iteration 123Q: 19 clusters Score -1.192455e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 103948 members 
Mstep: Class 3 contains 2167 members 
Mstep: Class 4 contains 30055 members 
Mstep: Class 5 contains 33562 members 
Mstep: Class 6 contains 35718 members 
Mstep: Class 7 contains 25130 members 
Mstep: Class 8 contains 2967 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 174701 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 271834 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 17 contains 173451 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 50634 members 
Mstep: Class 20 contains 43732 members 
Entering Unmasked Estep 
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Iteration 124Q: 19 clusters Score -1.192455e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 103793 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30056 members 
Mstep: Class 5 contains 33546 members 
Mstep: Class 6 contains 35724 members 
Mstep: Class 7 contains 25129 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 174630 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 272041 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 17 contains 173501 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 50617 members 
Mstep: Class 20 contains 43729 members 
Entering Unmasked Estep 
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Iteration 125Q: 19 clusters Score -1.192457e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 103658 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30052 members 
Mstep: Class 5 contains 33531 members 
Mstep: Class 6 contains 35733 members 
Mstep: Class 7 contains 25130 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 174565 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 272207 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 17 contains 173580 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 50597 members 
Mstep: Class 20 contains 43722 members 
Entering Unmasked Estep 
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Iteration 126Q: 19 clusters Score -1.192457e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 103532 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30053 members 
Mstep: Class 5 contains 33517 members 
Mstep: Class 6 contains 35742 members 
Mstep: Class 7 contains 25135 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 174482 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 272369 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 17 contains 173662 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 50576 members 
Mstep: Class 20 contains 43716 members 
Entering Unmasked Estep 
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Iteration 127Q: 19 clusters Score -1.192458e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 103403 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30054 members 
Mstep: Class 5 contains 33510 members 
Mstep: Class 6 contains 35745 members 
Mstep: Class 7 contains 25142 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 174405 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 272539 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 17 contains 173731 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 50546 members 
Mstep: Class 20 contains 43716 members 
Entering Unmasked Estep 
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Iteration 128Q: 19 clusters Score -1.192458e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 103243 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30060 members 
Mstep: Class 5 contains 33495 members 
Mstep: Class 6 contains 35742 members 
Mstep: Class 7 contains 25147 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 174319 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 272689 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 17 contains 173850 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 50518 members 
Mstep: Class 20 contains 43722 members 
Entering Unmasked Estep 
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Iteration 129Q: 19 clusters Score -1.192458e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 103098 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30050 members 
Mstep: Class 5 contains 33488 members 
Mstep: Class 6 contains 35743 members 
Mstep: Class 7 contains 25146 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 174256 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 272843 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 17 contains 173944 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 50499 members 
Mstep: Class 20 contains 43725 members 
Entering Unmasked Estep 
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Iteration 130Q: 19 clusters Score -1.19246e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 102966 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30044 members 
Mstep: Class 5 contains 33482 members 
Mstep: Class 6 contains 35755 members 
Mstep: Class 7 contains 25153 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 174196 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 272957 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 17 contains 174034 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 50481 members 
Mstep: Class 20 contains 43723 members 
Entering Unmasked Estep 
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Iteration 131Q: 19 clusters Score -1.192461e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 102817 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30045 members 
Mstep: Class 5 contains 33480 members 
Mstep: Class 6 contains 35761 members 
Mstep: Class 7 contains 25154 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 174146 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 273061 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 17 contains 174146 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 50463 members 
Mstep: Class 20 contains 43721 members 
Entering Unmasked Estep 
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Iteration 132Q: 19 clusters Score -1.192462e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 102673 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30038 members 
Mstep: Class 5 contains 33480 members 
Mstep: Class 6 contains 35764 members 
Mstep: Class 7 contains 25155 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 174087 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 273148 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 17 contains 174281 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 50450 members 
Mstep: Class 20 contains 43721 members 
Entering Unmasked Estep 
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Iteration 133Q: 19 clusters Score -1.192462e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 102520 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30050 members 
Mstep: Class 5 contains 33473 members 
Mstep: Class 6 contains 35771 members 
Mstep: Class 7 contains 25162 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 174065 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 273195 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 17 contains 174405 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 50435 members 
Mstep: Class 20 contains 43718 members 
Entering Unmasked Estep 
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Iteration 134Q: 19 clusters Score -1.192463e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 102359 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30059 members 
Mstep: Class 5 contains 33470 members 
Mstep: Class 6 contains 35777 members 
Mstep: Class 7 contains 25170 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 174014 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 273244 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 17 contains 174574 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 50418 members 
Mstep: Class 20 contains 43710 members 
Entering Unmasked Estep 
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Iteration 135Q: 19 clusters Score -1.192463e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 102189 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30071 members 
Mstep: Class 5 contains 33471 members 
Mstep: Class 6 contains 35785 members 
Mstep: Class 7 contains 25176 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 173978 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 273285 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 17 contains 174756 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 50397 members 
Mstep: Class 20 contains 43690 members 
Entering Unmasked Estep 
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Iteration 136Q: 19 clusters Score -1.192463e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 102041 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 30084 members 
Mstep: Class 5 contains 33466 members 
Mstep: Class 6 contains 35789 members 
Mstep: Class 7 contains 25182 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 173937 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 273320 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 17 contains 174918 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 50379 members 
Mstep: Class 20 contains 43685 members 
Entering Unmasked Estep 
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Iteration 137Q: 19 clusters Score -1.192464e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 101893 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 30085 members 
Mstep: Class 5 contains 33462 members 
Mstep: Class 6 contains 35791 members 
Mstep: Class 7 contains 25186 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 173890 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 273344 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 17 contains 175123 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 50361 members 
Mstep: Class 20 contains 43674 members 
Entering Unmasked Estep 
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Iteration 138Q: 19 clusters Score -1.192463e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 101742 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 30083 members 
Mstep: Class 5 contains 33458 members 
Mstep: Class 6 contains 35791 members 
Mstep: Class 7 contains 25188 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 173841 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 273379 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 17 contains 175321 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 50346 members 
Mstep: Class 20 contains 43662 members 
Entering Unmasked Estep 
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Iteration 139Q: 19 clusters Score -1.192462e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 496 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 101596 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 30091 members 
Mstep: Class 5 contains 33451 members 
Mstep: Class 6 contains 35789 members 
Mstep: Class 7 contains 25192 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 173785 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 273402 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 17 contains 175531 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 50327 members 
Mstep: Class 20 contains 43656 members 
Entering Unmasked Estep 
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Iteration 140F: 19 clusters Score -1.192588e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 101448 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 30099 members 
Mstep: Class 5 contains 33445 members 
Mstep: Class 6 contains 35789 members 
Mstep: Class 7 contains 25194 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 534 members 
Mstep: Class 10 contains 173769 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 273406 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 209 members 
Mstep: Class 17 contains 175712 members 
Mstep: Class 18 contains 926 members 
Mstep: Class 19 contains 50313 members 
Mstep: Class 20 contains 43649 members 
Entering Unmasked Estep 
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Iteration 141Q: 19 clusters Score -1.192757e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 101314 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 30101 members 
Mstep: Class 5 contains 33437 members 
Mstep: Class 6 contains 35787 members 
Mstep: Class 7 contains 25198 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 173746 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 273415 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 17 contains 175895 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50293 members 
Mstep: Class 20 contains 43639 members 
Entering Unmasked Estep 
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Iteration 142Q: 19 clusters Score -1.19276e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 101183 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30109 members 
Mstep: Class 5 contains 33424 members 
Mstep: Class 6 contains 35790 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 532 members 
Mstep: Class 10 contains 173745 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 273399 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 216 members 
Mstep: Class 17 contains 176064 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50280 members 
Mstep: Class 20 contains 43628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276016.000000 Penalty: 61513.308594
Iteration 143Q: 19 clusters Score -1.19276e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 101063 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30115 members 
Mstep: Class 5 contains 33403 members 
Mstep: Class 6 contains 35796 members 
Mstep: Class 7 contains 25214 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 530 members 
Mstep: Class 10 contains 173715 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 273396 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 17 contains 176241 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50263 members 
Mstep: Class 20 contains 43623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276000.000000 Penalty: 61513.308594
Iteration 144Q: 19 clusters Score -1.19276e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 100950 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30117 members 
Mstep: Class 5 contains 33389 members 
Mstep: Class 6 contains 35807 members 
Mstep: Class 7 contains 25225 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 528 members 
Mstep: Class 10 contains 173670 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 273391 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 17 contains 176418 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50242 members 
Mstep: Class 20 contains 43619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276160.000000 Penalty: 61513.308594
Iteration 145Q: 19 clusters Score -1.192762e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 100837 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30120 members 
Mstep: Class 5 contains 33387 members 
Mstep: Class 6 contains 35816 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 527 members 
Mstep: Class 10 contains 173631 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 273391 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 17 contains 176579 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50217 members 
Mstep: Class 20 contains 43618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276192.000000 Penalty: 61513.308594
Iteration 146Q: 19 clusters Score -1.192762e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 100724 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30124 members 
Mstep: Class 5 contains 33385 members 
Mstep: Class 6 contains 35822 members 
Mstep: Class 7 contains 25244 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 526 members 
Mstep: Class 10 contains 173578 members 
Mstep: Class 11 contains 929 members 
Mstep: Class 12 contains 273397 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 17 contains 176751 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50195 members 
Mstep: Class 20 contains 43614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276416.000000 Penalty: 61513.308594
Iteration 147Q: 19 clusters Score -1.192764e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 100620 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30124 members 
Mstep: Class 5 contains 33378 members 
Mstep: Class 6 contains 35831 members 
Mstep: Class 7 contains 25246 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 525 members 
Mstep: Class 10 contains 173532 members 
Mstep: Class 11 contains 930 members 
Mstep: Class 12 contains 273417 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 17 contains 176908 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50185 members 
Mstep: Class 20 contains 43595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276480.000000 Penalty: 61513.308594
Iteration 148Q: 19 clusters Score -1.192765e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 100502 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30126 members 
Mstep: Class 5 contains 33381 members 
Mstep: Class 6 contains 35836 members 
Mstep: Class 7 contains 25249 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 524 members 
Mstep: Class 10 contains 173480 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 273418 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 17 contains 177098 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50173 members 
Mstep: Class 20 contains 43580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276568.000000 Penalty: 61513.308594
Iteration 149Q: 19 clusters Score -1.192766e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 100380 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30135 members 
Mstep: Class 5 contains 33377 members 
Mstep: Class 6 contains 35838 members 
Mstep: Class 7 contains 25255 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 173435 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 273421 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 17 contains 177272 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50156 members 
Mstep: Class 20 contains 43573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276496.000000 Penalty: 61513.308594
Iteration 150Q: 19 clusters Score -1.192765e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 100248 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30132 members 
Mstep: Class 5 contains 33377 members 
Mstep: Class 6 contains 35839 members 
Mstep: Class 7 contains 25260 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 173379 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 273422 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 17 contains 177482 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50145 members 
Mstep: Class 20 contains 43557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276480.000000 Penalty: 61513.308594
Iteration 151Q: 19 clusters Score -1.192765e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 100115 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30132 members 
Mstep: Class 5 contains 33366 members 
Mstep: Class 6 contains 35827 members 
Mstep: Class 7 contains 25267 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 173308 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 273433 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 17 contains 177707 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50133 members 
Mstep: Class 20 contains 43556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276360.000000 Penalty: 61513.308594
Iteration 152Q: 19 clusters Score -1.192764e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 100003 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30129 members 
Mstep: Class 5 contains 33361 members 
Mstep: Class 6 contains 35824 members 
Mstep: Class 7 contains 25272 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 173249 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 273407 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 17 contains 177920 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50118 members 
Mstep: Class 20 contains 43560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276576.000000 Penalty: 61513.308594
Iteration 153Q: 19 clusters Score -1.192766e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 99896 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30140 members 
Mstep: Class 5 contains 33354 members 
Mstep: Class 6 contains 35821 members 
Mstep: Class 7 contains 25273 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 173195 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 273373 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 17 contains 178116 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50111 members 
Mstep: Class 20 contains 43567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276680.000000 Penalty: 61513.308594
Iteration 154Q: 19 clusters Score -1.192767e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 99775 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30144 members 
Mstep: Class 5 contains 33353 members 
Mstep: Class 6 contains 35826 members 
Mstep: Class 7 contains 25281 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 173168 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 273354 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 17 contains 178279 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50100 members 
Mstep: Class 20 contains 43566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276768.000000 Penalty: 61513.308594
Iteration 155Q: 19 clusters Score -1.192768e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 99670 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30147 members 
Mstep: Class 5 contains 33348 members 
Mstep: Class 6 contains 35833 members 
Mstep: Class 7 contains 25284 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 173136 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 273355 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 17 contains 178421 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50096 members 
Mstep: Class 20 contains 43559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276952.000000 Penalty: 61513.308594
Iteration 156Q: 19 clusters Score -1.19277e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 99575 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30150 members 
Mstep: Class 5 contains 33345 members 
Mstep: Class 6 contains 35849 members 
Mstep: Class 7 contains 25285 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 173084 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 273371 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 17 contains 178561 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50088 members 
Mstep: Class 20 contains 43547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119277080.000000 Penalty: 61513.308594
Iteration 157Q: 19 clusters Score -1.192771e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 99503 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30151 members 
Mstep: Class 5 contains 33334 members 
Mstep: Class 6 contains 35853 members 
Mstep: Class 7 contains 25282 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 173024 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 273381 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 17 contains 178704 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50082 members 
Mstep: Class 20 contains 43541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276952.000000 Penalty: 61513.308594
Iteration 158Q: 19 clusters Score -1.19277e+08 nChanged 543
Entering ConstructFrom: 
Score: -119276952.000000 Penalty: 61513.308594
Entering ConstructFrom: 
Trying to split cluster 1 (13597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Entering Unmasked Estep 
Score: -1623178.750000 Penalty: 2360.365967
	Iteration 0F: 2 clusters Score -1623179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1613318.750000 Penalty: 4720.731934
	Iteration 0F: 3 clusters Score -1613319 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1616372.625000 Penalty: 4720.731934
	Iteration 1F: 3 clusters Score -1616373 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1616792.875000 Penalty: 4720.731934
	Iteration 2F: 3 clusters Score -1616793 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1617203.125000 Penalty: 4720.731934
	Iteration 3F: 3 clusters Score -1617203 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1617585.125000 Penalty: 4720.731934
	Iteration 4F: 3 clusters Score -1617585 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1618024.250000 Penalty: 4720.731934
	Iteration 5F: 3 clusters Score -1618024 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1618611.750000 Penalty: 4720.731934
	Iteration 6F: 3 clusters Score -1618612 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1619356.000000 Penalty: 4720.731934
	Iteration 7F: 3 clusters Score -1619356 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1620095.625000 Penalty: 4720.731934
	Iteration 8F: 3 clusters Score -1620096 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1620710.625000 Penalty: 4720.731934
	Iteration 9F: 3 clusters Score -1620711 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1621192.875000 Penalty: 4720.731934
	Iteration 10F: 3 clusters Score -1621193 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1621470.375000 Penalty: 4720.731934
	Iteration 11Q: 3 clusters Score -1621470 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1621644.625000 Penalty: 4720.731934
	Iteration 12Q: 3 clusters Score -1621645 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1621761.125000 Penalty: 4720.731934
	Iteration 13Q: 3 clusters Score -1621761 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1621827.875000 Penalty: 4720.731934
	Iteration 14Q: 3 clusters Score -1621828 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1621879.375000 Penalty: 4720.731934
	Iteration 15Q: 3 clusters Score -1621879 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1621925.250000 Penalty: 4720.731934
	Iteration 16Q: 3 clusters Score -1621925 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1621953.250000 Penalty: 4720.731934
	Iteration 17Q: 3 clusters Score -1621953 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1621975.000000 Penalty: 4720.731934
	Iteration 18Q: 3 clusters Score -1621975 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1621988.125000 Penalty: 4720.731934
	Iteration 19Q: 3 clusters Score -1621988 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1621998.375000 Penalty: 4720.731934
	Iteration 20F: 3 clusters Score -1621998 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1622022.375000 Penalty: 4720.731934
	Iteration 21Q: 3 clusters Score -1622022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1622038.500000 Penalty: 4720.731934
	Iteration 22Q: 3 clusters Score -1622038 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1622059.125000 Penalty: 4720.731934
	Iteration 23Q: 3 clusters Score -1622059 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1622084.875000 Penalty: 4720.731934
	Iteration 24Q: 3 clusters Score -1622085 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1622091.500000 Penalty: 4720.731934
	Iteration 25Q: 3 clusters Score -1622092 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1622104.250000 Penalty: 4720.731934
	Iteration 26Q: 3 clusters Score -1622104 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1622116.500000 Penalty: 4720.731934
	Iteration 27Q: 3 clusters Score -1622116 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1622132.000000 Penalty: 4720.731934
	Iteration 28Q: 3 clusters Score -1622132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1622142.125000 Penalty: 4720.731934
	Iteration 29Q: 3 clusters Score -1622142 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1622151.750000 Penalty: 4720.731934
	Iteration 30Q: 3 clusters Score -1622152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1622155.125000 Penalty: 4720.731934
	Iteration 31Q: 3 clusters Score -1622155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1622158.125000 Penalty: 4720.731934
	Iteration 32Q: 3 clusters Score -1622158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1622164.875000 Penalty: 4720.731934
	Iteration 33Q: 3 clusters Score -1622165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1622169.625000 Penalty: 4720.731934
	Iteration 34Q: 3 clusters Score -1622170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1622179.000000 Penalty: 4720.731934
	Iteration 35Q: 3 clusters Score -1622179 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1622181.750000 Penalty: 4720.731934
	Iteration 36Q: 3 clusters Score -1622182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1622187.750000 Penalty: 4720.731934
	Iteration 37Q: 3 clusters Score -1622188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1622200.875000 Penalty: 4720.731934
	Iteration 38Q: 3 clusters Score -1622201 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1622202.375000 Penalty: 4720.731934
	Iteration 39Q: 3 clusters Score -1622202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1622213.500000 Penalty: 4720.731934
	Iteration 40F: 3 clusters Score -1622214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1622222.875000 Penalty: 4720.731934
	Iteration 41Q: 3 clusters Score -1622223 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1622227.250000 Penalty: 4720.731934
	Iteration 42Q: 3 clusters Score -1622227 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1622234.750000 Penalty: 4720.731934
	Iteration 43Q: 3 clusters Score -1622235 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1622239.125000 Penalty: 4720.731934
	Iteration 44Q: 3 clusters Score -1622239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1622247.750000 Penalty: 4720.731934
	Iteration 45Q: 3 clusters Score -1622248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1622249.125000 Penalty: 4720.731934
	Iteration 46Q: 3 clusters Score -1622249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1622258.250000 Penalty: 4720.731934
	Iteration 47Q: 3 clusters Score -1622258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1622261.750000 Penalty: 4720.731934
	Iteration 48Q: 3 clusters Score -1622262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1622259.375000 Penalty: 4720.731934
	Iteration 49Q: 3 clusters Score -1622259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1622263.000000 Penalty: 4720.731934
	Iteration 50Q: 3 clusters Score -1622263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1622273.250000 Penalty: 4720.731934
	Iteration 51Q: 3 clusters Score -1622273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1622271.750000 Penalty: 4720.731934
	Iteration 52Q: 3 clusters Score -1622272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1622276.000000 Penalty: 4720.731934
	Iteration 53Q: 3 clusters Score -1622276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1622279.250000 Penalty: 4720.731934
	Iteration 54Q: 3 clusters Score -1622279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1622288.375000 Penalty: 4720.731934
	Iteration 55Q: 3 clusters Score -1622288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1622286.625000 Penalty: 4720.731934
	Iteration 56Q: 3 clusters Score -1622287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1622290.750000 Penalty: 4720.731934
	Iteration 57Q: 3 clusters Score -1622291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1622293.375000 Penalty: 4720.731934
	Iteration 58Q: 3 clusters Score -1622293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1622292.500000 Penalty: 4720.731934
	Iteration 59Q: 3 clusters Score -1622292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1622297.000000 Penalty: 4720.731934
	Iteration 60F: 3 clusters Score -1622297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1622298.750000 Penalty: 4720.731934
	Iteration 61Q: 3 clusters Score -1622299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1622298.625000 Penalty: 4720.731934
	Iteration 62Q: 3 clusters Score -1622299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1622299.625000 Penalty: 4720.731934
	Iteration 63Q: 3 clusters Score -1622300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1622301.250000 Penalty: 4720.731934
	Iteration 64Q: 3 clusters Score -1622301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1622305.750000 Penalty: 4720.731934
	Iteration 65Q: 3 clusters Score -1622306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1622310.750000 Penalty: 4720.731934
	Iteration 66Q: 3 clusters Score -1622311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1622318.375000 Penalty: 4720.731934
	Iteration 67Q: 3 clusters Score -1622318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1622319.125000 Penalty: 4720.731934
	Iteration 68Q: 3 clusters Score -1622319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1622315.125000 Penalty: 4720.731934
	Iteration 69Q: 3 clusters Score -1622315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1622316.125000 Penalty: 4720.731934
	Iteration 70Q: 3 clusters Score -1622316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1622318.250000 Penalty: 4720.731934
	Iteration 71Q: 3 clusters Score -1622318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1622316.125000 Penalty: 4720.731934
	Iteration 72Q: 3 clusters Score -1622316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1622321.125000 Penalty: 4720.731934
	Iteration 73Q: 3 clusters Score -1622321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1622321.750000 Penalty: 4720.731934
	Iteration 74Q: 3 clusters Score -1622322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1622321.625000 Penalty: 4720.731934
	Iteration 75Q: 3 clusters Score -1622322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1622320.125000 Penalty: 4720.731934
	Iteration 76Q: 3 clusters Score -1622320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1622319.375000 Penalty: 4720.731934
	Iteration 77Q: 3 clusters Score -1622319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1622321.250000 Penalty: 4720.731934
	Iteration 78Q: 3 clusters Score -1622321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1622319.250000 Penalty: 4720.731934
	Iteration 79Q: 3 clusters Score -1622319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1622319.625000 Penalty: 4720.731934
	Iteration 80F: 3 clusters Score -1622320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99446 members 
Entering Unmasked Estep 
Score: -12585164.000000 Penalty: 2853.827637
	Iteration 0F: 2 clusters Score -1.258516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -12518520.000000 Penalty: 5707.655273
	Iteration 0F: 3 clusters Score -1.251852e+07 nChanged 47060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -12545563.000000 Penalty: 5707.655273
	Iteration 1F: 3 clusters Score -1.254556e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -12546442.000000 Penalty: 5707.655273
	Iteration 2Q: 3 clusters Score -1.254644e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -12547574.000000 Penalty: 5707.655273
	Iteration 3Q: 3 clusters Score -1.254757e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -12549034.000000 Penalty: 5707.655273
	Iteration 4Q: 3 clusters Score -1.254903e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -12551012.000000 Penalty: 5707.655273
	Iteration 5Q: 3 clusters Score -1.255101e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62982 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -12553836.000000 Penalty: 5707.655273
	Iteration 6F: 3 clusters Score -1.255384e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67867 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -12557769.000000 Penalty: 5707.655273
	Iteration 7F: 3 clusters Score -1.255777e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73637 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -12562800.000000 Penalty: 5707.655273
	Iteration 8F: 3 clusters Score -1.25628e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79422 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -12568052.000000 Penalty: 5707.655273
	Iteration 9F: 3 clusters Score -1.256805e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84257 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -12572472.000000 Penalty: 5707.655273
	Iteration 10F: 3 clusters Score -1.257247e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87872 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -12575674.000000 Penalty: 5707.655273
	Iteration 11Q: 3 clusters Score -1.257567e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90421 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -12577804.000000 Penalty: 5707.655273
	Iteration 12Q: 3 clusters Score -1.25778e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92328 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -12579233.000000 Penalty: 5707.655273
	Iteration 13Q: 3 clusters Score -1.257923e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93740 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -12580119.000000 Penalty: 5707.655273
	Iteration 14Q: 3 clusters Score -1.258012e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94835 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -12580800.000000 Penalty: 5707.655273
	Iteration 15Q: 3 clusters Score -1.25808e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95646 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -12581292.000000 Penalty: 5707.655273
	Iteration 16Q: 3 clusters Score -1.258129e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96234 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -12581656.000000 Penalty: 5707.655273
	Iteration 17Q: 3 clusters Score -1.258166e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -12581926.000000 Penalty: 5707.655273
	Iteration 18Q: 3 clusters Score -1.258193e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97066 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -12582160.000000 Penalty: 5707.655273
	Iteration 19Q: 3 clusters Score -1.258216e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97346 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -12582282.000000 Penalty: 5707.655273
	Iteration 20F: 3 clusters Score -1.258228e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97563 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -12582386.000000 Penalty: 5707.655273
	Iteration 21Q: 3 clusters Score -1.258239e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97734 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -12582468.000000 Penalty: 5707.655273
	Iteration 22Q: 3 clusters Score -1.258247e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97870 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -12582547.000000 Penalty: 5707.655273
	Iteration 23Q: 3 clusters Score -1.258255e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97984 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -12582588.000000 Penalty: 5707.655273
	Iteration 24Q: 3 clusters Score -1.258259e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98063 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -12582603.000000 Penalty: 5707.655273
	Iteration 25Q: 3 clusters Score -1.25826e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98133 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -12582639.000000 Penalty: 5707.655273
	Iteration 26Q: 3 clusters Score -1.258264e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98181 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -12582648.000000 Penalty: 5707.655273
	Iteration 27Q: 3 clusters Score -1.258265e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98219 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -12582672.000000 Penalty: 5707.655273
	Iteration 28Q: 3 clusters Score -1.258267e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98256 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -12582690.000000 Penalty: 5707.655273
	Iteration 29Q: 3 clusters Score -1.258269e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98285 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -12582698.000000 Penalty: 5707.655273
	Iteration 30Q: 3 clusters Score -1.25827e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98315 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -12582700.000000 Penalty: 5707.655273
	Iteration 31Q: 3 clusters Score -1.25827e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98354 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -12582727.000000 Penalty: 5707.655273
	Iteration 32Q: 3 clusters Score -1.258273e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98386 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -12582722.000000 Penalty: 5707.655273
	Iteration 33Q: 3 clusters Score -1.258272e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98408 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -12582752.000000 Penalty: 5707.655273
	Iteration 34Q: 3 clusters Score -1.258275e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98417 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -12582758.000000 Penalty: 5707.655273
	Iteration 35Q: 3 clusters Score -1.258276e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98437 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -12582757.000000 Penalty: 5707.655273
	Iteration 36Q: 3 clusters Score -1.258276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98456 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -12582775.000000 Penalty: 5707.655273
	Iteration 37Q: 3 clusters Score -1.258278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98471 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -12582769.000000 Penalty: 5707.655273
	Iteration 38Q: 3 clusters Score -1.258277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98482 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -12582774.000000 Penalty: 5707.655273
	Iteration 39Q: 3 clusters Score -1.258277e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98499 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -12582799.000000 Penalty: 5707.655273
	Iteration 40F: 3 clusters Score -1.25828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98503 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -12582807.000000 Penalty: 5707.655273
	Iteration 41Q: 3 clusters Score -1.258281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98515 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -12582802.000000 Penalty: 5707.655273
	Iteration 42Q: 3 clusters Score -1.25828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98524 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12582811.000000 Penalty: 5707.655273
	Iteration 43Q: 3 clusters Score -1.258281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98530 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12582813.000000 Penalty: 5707.655273
	Iteration 44Q: 3 clusters Score -1.258281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98532 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -12582821.000000 Penalty: 5707.655273
	Iteration 45Q: 3 clusters Score -1.258282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98535 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -12582822.000000 Penalty: 5707.655273
	Iteration 46Q: 3 clusters Score -1.258282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98534 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -12582818.000000 Penalty: 5707.655273
	Iteration 47Q: 3 clusters Score -1.258282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98534 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -12582818.000000 Penalty: 5707.655273
	Iteration 48F: 3 clusters Score -1.258282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Entering Unmasked Estep 
Score: -258794.734375 Penalty: 1905.026978
	Iteration 0F: 2 clusters Score -258794.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -256056.328125 Penalty: 3810.053955
	Iteration 0F: 3 clusters Score -256056.3 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -256546.765625 Penalty: 3810.053955
	Iteration 1F: 3 clusters Score -256546.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -256751.765625 Penalty: 3810.053955
	Iteration 2F: 3 clusters Score -256751.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -256945.406250 Penalty: 3810.053955
	Iteration 3F: 3 clusters Score -256945.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -257113.531250 Penalty: 3810.053955
	Iteration 4F: 3 clusters Score -257113.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -257310.562500 Penalty: 3810.053955
	Iteration 5F: 3 clusters Score -257310.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -257538.390625 Penalty: 3810.053955
	Iteration 6F: 3 clusters Score -257538.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -257826.578125 Penalty: 3810.053955
	Iteration 7F: 3 clusters Score -257826.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -258270.890625 Penalty: 3810.053955
	Iteration 8F: 3 clusters Score -258270.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -258746.078125 Penalty: 3810.053955
	Iteration 9F: 3 clusters Score -258746.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -259091.796875 Penalty: 3810.053955
	Iteration 10Q: 3 clusters Score -259091.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -259277.312500 Penalty: 3810.053955
	Iteration 11Q: 3 clusters Score -259277.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -259377.328125 Penalty: 3810.053955
	Iteration 12Q: 3 clusters Score -259377.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -259396.500000 Penalty: 3810.053955
	Iteration 13Q: 3 clusters Score -259396.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -259401.343750 Penalty: 3810.053955
	Iteration 14Q: 3 clusters Score -259401.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -259407.437500 Penalty: 3810.053955
	Iteration 15Q: 3 clusters Score -259407.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -259409.906250 Penalty: 3810.053955
	Iteration 16Q: 3 clusters Score -259409.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -259411.296875 Penalty: 3810.053955
	Iteration 17Q: 3 clusters Score -259411.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -259411.421875 Penalty: 3810.053955
	Iteration 18Q: 3 clusters Score -259411.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -259411.421875 Penalty: 3810.053955
	Iteration 19F: 3 clusters Score -259411.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 99446 members 
Mstep: Class 3 contains 1161 members 
Mstep: Class 4 contains 30154 members 
Mstep: Class 5 contains 33326 members 
Mstep: Class 6 contains 35852 members 
Mstep: Class 7 contains 25282 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 172980 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 273338 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 15 contains 1007 members 
Mstep: Class 17 contains 178860 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50081 members 
Mstep: Class 20 contains 43536 members 
Entering Unmasked Estep 
Score: -119275976.000000 Penalty: 64930.714844
Splitting cluster 3 changes total score from -119276952.000000 to -119275976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (30154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Entering Unmasked Estep 
Score: -3848065.750000 Penalty: 2557.889893
	Iteration 0F: 2 clusters Score -3848066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -3827322.000000 Penalty: 5115.779785
	Iteration 0F: 3 clusters Score -3827322 nChanged 13595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -3834701.250000 Penalty: 5115.779785
	Iteration 1F: 3 clusters Score -3834701 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3835323.000000 Penalty: 5115.779785
	Iteration 2F: 3 clusters Score -3835323 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -3835989.000000 Penalty: 5115.779785
	Iteration 3F: 3 clusters Score -3835989 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3836712.250000 Penalty: 5115.779785
	Iteration 4F: 3 clusters Score -3836712 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3837720.250000 Penalty: 5115.779785
	Iteration 5F: 3 clusters Score -3837720 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3839012.500000 Penalty: 5115.779785
	Iteration 6F: 3 clusters Score -3839012 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -3840779.250000 Penalty: 5115.779785
	Iteration 7F: 3 clusters Score -3840779 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -3842483.500000 Penalty: 5115.779785
	Iteration 8F: 3 clusters Score -3842484 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -3843699.000000 Penalty: 5115.779785
	Iteration 9Q: 3 clusters Score -3843699 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -3844229.250000 Penalty: 5115.779785
	Iteration 10Q: 3 clusters Score -3844229 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -3844528.500000 Penalty: 5115.779785
	Iteration 11Q: 3 clusters Score -3844528 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3844703.750000 Penalty: 5115.779785
	Iteration 12Q: 3 clusters Score -3844704 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -3844829.250000 Penalty: 5115.779785
	Iteration 13Q: 3 clusters Score -3844829 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -3844947.500000 Penalty: 5115.779785
	Iteration 14Q: 3 clusters Score -3844948 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -3845021.500000 Penalty: 5115.779785
	Iteration 15Q: 3 clusters Score -3845022 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -3845086.500000 Penalty: 5115.779785
	Iteration 16Q: 3 clusters Score -3845086 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3845170.750000 Penalty: 5115.779785
	Iteration 17Q: 3 clusters Score -3845171 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3845246.500000 Penalty: 5115.779785
	Iteration 18Q: 3 clusters Score -3845246 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -3845295.250000 Penalty: 5115.779785
	Iteration 19Q: 3 clusters Score -3845295 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -3845344.250000 Penalty: 5115.779785
	Iteration 20F: 3 clusters Score -3845344 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3845379.000000 Penalty: 5115.779785
	Iteration 21Q: 3 clusters Score -3845379 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -3845421.000000 Penalty: 5115.779785
	Iteration 22Q: 3 clusters Score -3845421 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -3845450.500000 Penalty: 5115.779785
	Iteration 23Q: 3 clusters Score -3845450 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3845492.000000 Penalty: 5115.779785
	Iteration 24Q: 3 clusters Score -3845492 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3845515.000000 Penalty: 5115.779785
	Iteration 25Q: 3 clusters Score -3845515 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3845538.750000 Penalty: 5115.779785
	Iteration 26Q: 3 clusters Score -3845539 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3845564.750000 Penalty: 5115.779785
	Iteration 27Q: 3 clusters Score -3845565 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3845597.750000 Penalty: 5115.779785
	Iteration 28Q: 3 clusters Score -3845598 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3845620.000000 Penalty: 5115.779785
	Iteration 29Q: 3 clusters Score -3845620 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3845642.500000 Penalty: 5115.779785
	Iteration 30Q: 3 clusters Score -3845642 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3845662.750000 Penalty: 5115.779785
	Iteration 31Q: 3 clusters Score -3845663 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3845683.250000 Penalty: 5115.779785
	Iteration 32Q: 3 clusters Score -3845683 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3845708.250000 Penalty: 5115.779785
	Iteration 33Q: 3 clusters Score -3845708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3845718.750000 Penalty: 5115.779785
	Iteration 34Q: 3 clusters Score -3845719 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3845728.250000 Penalty: 5115.779785
	Iteration 35Q: 3 clusters Score -3845728 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3845750.000000 Penalty: 5115.779785
	Iteration 36Q: 3 clusters Score -3845750 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3845762.250000 Penalty: 5115.779785
	Iteration 37Q: 3 clusters Score -3845762 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3845783.250000 Penalty: 5115.779785
	Iteration 38Q: 3 clusters Score -3845783 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3845815.250000 Penalty: 5115.779785
	Iteration 39Q: 3 clusters Score -3845815 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3845818.500000 Penalty: 5115.779785
	Iteration 40F: 3 clusters Score -3845818 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3845842.000000 Penalty: 5115.779785
	Iteration 41Q: 3 clusters Score -3845842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3845840.250000 Penalty: 5115.779785
	Iteration 42Q: 3 clusters Score -3845840 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3845848.500000 Penalty: 5115.779785
	Iteration 43Q: 3 clusters Score -3845848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3845864.000000 Penalty: 5115.779785
	Iteration 44Q: 3 clusters Score -3845864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3845879.750000 Penalty: 5115.779785
	Iteration 45Q: 3 clusters Score -3845880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3845888.250000 Penalty: 5115.779785
	Iteration 46Q: 3 clusters Score -3845888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3845899.750000 Penalty: 5115.779785
	Iteration 47Q: 3 clusters Score -3845900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3845903.750000 Penalty: 5115.779785
	Iteration 48Q: 3 clusters Score -3845904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3845912.000000 Penalty: 5115.779785
	Iteration 49Q: 3 clusters Score -3845912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3845923.750000 Penalty: 5115.779785
	Iteration 50Q: 3 clusters Score -3845924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3845931.000000 Penalty: 5115.779785
	Iteration 51Q: 3 clusters Score -3845931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3845936.750000 Penalty: 5115.779785
	Iteration 52Q: 3 clusters Score -3845937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3845936.250000 Penalty: 5115.779785
	Iteration 53Q: 3 clusters Score -3845936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3845936.750000 Penalty: 5115.779785
	Iteration 54Q: 3 clusters Score -3845937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3845937.250000 Penalty: 5115.779785
	Iteration 55Q: 3 clusters Score -3845937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3845938.000000 Penalty: 5115.779785
	Iteration 56Q: 3 clusters Score -3845938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3845945.000000 Penalty: 5115.779785
	Iteration 57Q: 3 clusters Score -3845945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3845946.750000 Penalty: 5115.779785
	Iteration 58Q: 3 clusters Score -3845947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3845949.250000 Penalty: 5115.779785
	Iteration 59Q: 3 clusters Score -3845949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3845951.750000 Penalty: 5115.779785
	Iteration 60F: 3 clusters Score -3845952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Entering Unmasked Estep 
Score: -4250788.500000 Penalty: 2582.695068
	Iteration 0F: 2 clusters Score -4250788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -4228111.000000 Penalty: 5165.390137
	Iteration 0F: 3 clusters Score -4228111 nChanged 15154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -4236203.000000 Penalty: 5165.390137
	Iteration 1F: 3 clusters Score -4236203 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -4236833.000000 Penalty: 5165.390137
	Iteration 2Q: 3 clusters Score -4236833 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -4237648.500000 Penalty: 5165.390137
	Iteration 3F: 3 clusters Score -4237648 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -4238934.500000 Penalty: 5165.390137
	Iteration 4F: 3 clusters Score -4238934 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -4240857.500000 Penalty: 5165.390137
	Iteration 5F: 3 clusters Score -4240858 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -4243335.000000 Penalty: 5165.390137
	Iteration 6F: 3 clusters Score -4243335 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -4245613.000000 Penalty: 5165.390137
	Iteration 7F: 3 clusters Score -4245613 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -4247122.000000 Penalty: 5165.390137
	Iteration 8Q: 3 clusters Score -4247122 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -4247940.500000 Penalty: 5165.390137
	Iteration 9Q: 3 clusters Score -4247940 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -4248334.500000 Penalty: 5165.390137
	Iteration 10Q: 3 clusters Score -4248334 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -4248514.000000 Penalty: 5165.390137
	Iteration 11Q: 3 clusters Score -4248514 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -4248614.000000 Penalty: 5165.390137
	Iteration 12Q: 3 clusters Score -4248614 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -4248687.000000 Penalty: 5165.390137
	Iteration 13Q: 3 clusters Score -4248687 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -4248742.500000 Penalty: 5165.390137
	Iteration 14Q: 3 clusters Score -4248742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -4248771.500000 Penalty: 5165.390137
	Iteration 15Q: 3 clusters Score -4248772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -4248800.000000 Penalty: 5165.390137
	Iteration 16Q: 3 clusters Score -4248800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -4248819.500000 Penalty: 5165.390137
	Iteration 17Q: 3 clusters Score -4248820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -4248837.000000 Penalty: 5165.390137
	Iteration 18Q: 3 clusters Score -4248837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -4248845.000000 Penalty: 5165.390137
	Iteration 19Q: 3 clusters Score -4248845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -4248852.500000 Penalty: 5165.390137
	Iteration 20F: 3 clusters Score -4248852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -4248858.500000 Penalty: 5165.390137
	Iteration 21Q: 3 clusters Score -4248858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -4248862.500000 Penalty: 5165.390137
	Iteration 22Q: 3 clusters Score -4248862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -4248864.500000 Penalty: 5165.390137
	Iteration 23Q: 3 clusters Score -4248864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -4248868.500000 Penalty: 5165.390137
	Iteration 24Q: 3 clusters Score -4248868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -4248871.500000 Penalty: 5165.390137
	Iteration 25Q: 3 clusters Score -4248872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -4248873.000000 Penalty: 5165.390137
	Iteration 26Q: 3 clusters Score -4248873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -4248873.000000 Penalty: 5165.390137
	Iteration 27Q: 3 clusters Score -4248873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -4248873.000000 Penalty: 5165.390137
	Iteration 28F: 3 clusters Score -4248873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Entering Unmasked Estep 
Score: -4573929.000000 Penalty: 2600.814453
	Iteration 0F: 2 clusters Score -4573929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -4549663.000000 Penalty: 5201.628906
	Iteration 0F: 3 clusters Score -4549663 nChanged 16221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -4558482.500000 Penalty: 5201.628906
	Iteration 1F: 3 clusters Score -4558482 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -4558932.000000 Penalty: 5201.628906
	Iteration 2Q: 3 clusters Score -4558932 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -4559266.500000 Penalty: 5201.628906
	Iteration 3Q: 3 clusters Score -4559266 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -4559596.000000 Penalty: 5201.628906
	Iteration 4Q: 3 clusters Score -4559596 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -4559897.500000 Penalty: 5201.628906
	Iteration 5Q: 3 clusters Score -4559898 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -4560270.500000 Penalty: 5201.628906
	Iteration 6Q: 3 clusters Score -4560270 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -4560751.000000 Penalty: 5201.628906
	Iteration 7Q: 3 clusters Score -4560751 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -4561454.000000 Penalty: 5201.628906
	Iteration 8Q: 3 clusters Score -4561454 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -4562545.500000 Penalty: 5201.628906
	Iteration 9F: 3 clusters Score -4562546 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -4564068.000000 Penalty: 5201.628906
	Iteration 10F: 3 clusters Score -4564068 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -4566005.000000 Penalty: 5201.628906
	Iteration 11F: 3 clusters Score -4566005 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -4568012.000000 Penalty: 5201.628906
	Iteration 12F: 3 clusters Score -4568012 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4569646.500000 Penalty: 5201.628906
	Iteration 13Q: 3 clusters Score -4569646 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4570702.000000 Penalty: 5201.628906
	Iteration 14Q: 3 clusters Score -4570702 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4571242.500000 Penalty: 5201.628906
	Iteration 15Q: 3 clusters Score -4571242 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4571516.500000 Penalty: 5201.628906
	Iteration 16Q: 3 clusters Score -4571516 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4571624.000000 Penalty: 5201.628906
	Iteration 17Q: 3 clusters Score -4571624 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4571685.500000 Penalty: 5201.628906
	Iteration 18Q: 3 clusters Score -4571686 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4571752.000000 Penalty: 5201.628906
	Iteration 19Q: 3 clusters Score -4571752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4571784.000000 Penalty: 5201.628906
	Iteration 20F: 3 clusters Score -4571784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4571809.000000 Penalty: 5201.628906
	Iteration 21Q: 3 clusters Score -4571809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4571821.000000 Penalty: 5201.628906
	Iteration 22Q: 3 clusters Score -4571821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4571832.000000 Penalty: 5201.628906
	Iteration 23Q: 3 clusters Score -4571832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4571848.000000 Penalty: 5201.628906
	Iteration 24Q: 3 clusters Score -4571848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4571850.000000 Penalty: 5201.628906
	Iteration 25Q: 3 clusters Score -4571850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4571851.500000 Penalty: 5201.628906
	Iteration 26Q: 3 clusters Score -4571852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4571858.000000 Penalty: 5201.628906
	Iteration 27Q: 3 clusters Score -4571858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4571861.500000 Penalty: 5201.628906
	Iteration 28Q: 3 clusters Score -4571862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4571863.000000 Penalty: 5201.628906
	Iteration 29Q: 3 clusters Score -4571863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4571863.000000 Penalty: 5201.628906
	Iteration 30F: 3 clusters Score -4571863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Entering Unmasked Estep 
Score: -3061123.750000 Penalty: 2514.186279
	Iteration 0F: 2 clusters Score -3061124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -3043580.000000 Penalty: 5028.372559
	Iteration 0F: 3 clusters Score -3043580 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3049693.500000 Penalty: 5028.372559
	Iteration 1F: 3 clusters Score -3049694 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -3050501.000000 Penalty: 5028.372559
	Iteration 2F: 3 clusters Score -3050501 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -3051372.250000 Penalty: 5028.372559
	Iteration 3F: 3 clusters Score -3051372 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -3052167.500000 Penalty: 5028.372559
	Iteration 4F: 3 clusters Score -3052168 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3052949.250000 Penalty: 5028.372559
	Iteration 5F: 3 clusters Score -3052949 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -3053743.500000 Penalty: 5028.372559
	Iteration 6F: 3 clusters Score -3053744 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -3054605.000000 Penalty: 5028.372559
	Iteration 7F: 3 clusters Score -3054605 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -3055457.250000 Penalty: 5028.372559
	Iteration 8F: 3 clusters Score -3055457 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -3056294.500000 Penalty: 5028.372559
	Iteration 9Q: 3 clusters Score -3056294 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -3057055.750000 Penalty: 5028.372559
	Iteration 10Q: 3 clusters Score -3057056 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -3057510.250000 Penalty: 5028.372559
	Iteration 11Q: 3 clusters Score -3057510 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -3057718.750000 Penalty: 5028.372559
	Iteration 12Q: 3 clusters Score -3057719 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -3057854.250000 Penalty: 5028.372559
	Iteration 13Q: 3 clusters Score -3057854 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3057958.750000 Penalty: 5028.372559
	Iteration 14Q: 3 clusters Score -3057959 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3058018.000000 Penalty: 5028.372559
	Iteration 15Q: 3 clusters Score -3058018 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -3058082.250000 Penalty: 5028.372559
	Iteration 16Q: 3 clusters Score -3058082 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -3058163.500000 Penalty: 5028.372559
	Iteration 17Q: 3 clusters Score -3058164 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3058230.250000 Penalty: 5028.372559
	Iteration 18Q: 3 clusters Score -3058230 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -3058290.500000 Penalty: 5028.372559
	Iteration 19Q: 3 clusters Score -3058290 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -3058315.750000 Penalty: 5028.372559
	Iteration 20F: 3 clusters Score -3058316 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3058376.750000 Penalty: 5028.372559
	Iteration 21Q: 3 clusters Score -3058377 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -3058417.500000 Penalty: 5028.372559
	Iteration 22Q: 3 clusters Score -3058418 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -3058445.750000 Penalty: 5028.372559
	Iteration 23Q: 3 clusters Score -3058446 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -3058482.500000 Penalty: 5028.372559
	Iteration 24Q: 3 clusters Score -3058482 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -3058501.250000 Penalty: 5028.372559
	Iteration 25Q: 3 clusters Score -3058501 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -3058533.750000 Penalty: 5028.372559
	Iteration 26Q: 3 clusters Score -3058534 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -3058568.000000 Penalty: 5028.372559
	Iteration 27Q: 3 clusters Score -3058568 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3058598.750000 Penalty: 5028.372559
	Iteration 28Q: 3 clusters Score -3058599 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -3058612.250000 Penalty: 5028.372559
	Iteration 29Q: 3 clusters Score -3058612 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -3058644.250000 Penalty: 5028.372559
	Iteration 30Q: 3 clusters Score -3058644 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -3058671.250000 Penalty: 5028.372559
	Iteration 31Q: 3 clusters Score -3058671 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -3058696.500000 Penalty: 5028.372559
	Iteration 32Q: 3 clusters Score -3058696 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -3058722.750000 Penalty: 5028.372559
	Iteration 33Q: 3 clusters Score -3058723 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3058740.250000 Penalty: 5028.372559
	Iteration 34Q: 3 clusters Score -3058740 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3058755.250000 Penalty: 5028.372559
	Iteration 35Q: 3 clusters Score -3058755 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3058766.000000 Penalty: 5028.372559
	Iteration 36Q: 3 clusters Score -3058766 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3058793.250000 Penalty: 5028.372559
	Iteration 37Q: 3 clusters Score -3058793 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -3058810.500000 Penalty: 5028.372559
	Iteration 38Q: 3 clusters Score -3058810 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -3058842.500000 Penalty: 5028.372559
	Iteration 39Q: 3 clusters Score -3058842 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3058861.750000 Penalty: 5028.372559
	Iteration 40F: 3 clusters Score -3058862 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -3058876.000000 Penalty: 5028.372559
	Iteration 41Q: 3 clusters Score -3058876 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3058884.500000 Penalty: 5028.372559
	Iteration 42Q: 3 clusters Score -3058884 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3058889.000000 Penalty: 5028.372559
	Iteration 43Q: 3 clusters Score -3058889 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -3058898.500000 Penalty: 5028.372559
	Iteration 44Q: 3 clusters Score -3058898 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3058903.250000 Penalty: 5028.372559
	Iteration 45Q: 3 clusters Score -3058903 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -3058925.750000 Penalty: 5028.372559
	Iteration 46Q: 3 clusters Score -3058926 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3058926.250000 Penalty: 5028.372559
	Iteration 47Q: 3 clusters Score -3058926 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -3058952.500000 Penalty: 5028.372559
	Iteration 48Q: 3 clusters Score -3058952 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -3058959.500000 Penalty: 5028.372559
	Iteration 49Q: 3 clusters Score -3058960 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -3058972.000000 Penalty: 5028.372559
	Iteration 50Q: 3 clusters Score -3058972 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -3058984.000000 Penalty: 5028.372559
	Iteration 51Q: 3 clusters Score -3058984 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -3058989.000000 Penalty: 5028.372559
	Iteration 52Q: 3 clusters Score -3058989 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3059001.500000 Penalty: 5028.372559
	Iteration 53Q: 3 clusters Score -3059002 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -3059002.250000 Penalty: 5028.372559
	Iteration 54Q: 3 clusters Score -3059002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -3059009.750000 Penalty: 5028.372559
	Iteration 55Q: 3 clusters Score -3059010 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -3059011.000000 Penalty: 5028.372559
	Iteration 56Q: 3 clusters Score -3059011 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3059010.500000 Penalty: 5028.372559
	Iteration 57Q: 3 clusters Score -3059010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -3059017.250000 Penalty: 5028.372559
	Iteration 58Q: 3 clusters Score -3059017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -3059023.750000 Penalty: 5028.372559
	Iteration 59Q: 3 clusters Score -3059024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3059032.500000 Penalty: 5028.372559
	Iteration 60F: 3 clusters Score -3059032 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3059037.500000 Penalty: 5028.372559
	Iteration 61Q: 3 clusters Score -3059038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -3059042.250000 Penalty: 5028.372559
	Iteration 62Q: 3 clusters Score -3059042 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -3059046.000000 Penalty: 5028.372559
	Iteration 63Q: 3 clusters Score -3059046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -3059053.750000 Penalty: 5028.372559
	Iteration 64Q: 3 clusters Score -3059054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3059054.750000 Penalty: 5028.372559
	Iteration 65Q: 3 clusters Score -3059055 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3059059.500000 Penalty: 5028.372559
	Iteration 66Q: 3 clusters Score -3059060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3059068.250000 Penalty: 5028.372559
	Iteration 67Q: 3 clusters Score -3059068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -3059077.500000 Penalty: 5028.372559
	Iteration 68Q: 3 clusters Score -3059078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -3059085.250000 Penalty: 5028.372559
	Iteration 69Q: 3 clusters Score -3059085 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3059085.500000 Penalty: 5028.372559
	Iteration 70Q: 3 clusters Score -3059086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3059091.750000 Penalty: 5028.372559
	Iteration 71Q: 3 clusters Score -3059092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3059088.250000 Penalty: 5028.372559
	Iteration 72Q: 3 clusters Score -3059088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -3059095.000000 Penalty: 5028.372559
	Iteration 73Q: 3 clusters Score -3059095 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -3059092.500000 Penalty: 5028.372559
	Iteration 74Q: 3 clusters Score -3059092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3059095.500000 Penalty: 5028.372559
	Iteration 75Q: 3 clusters Score -3059096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -3059099.750000 Penalty: 5028.372559
	Iteration 76Q: 3 clusters Score -3059100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -3059105.000000 Penalty: 5028.372559
	Iteration 77Q: 3 clusters Score -3059105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -3059119.750000 Penalty: 5028.372559
	Iteration 78Q: 3 clusters Score -3059120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -3059113.500000 Penalty: 5028.372559
	Iteration 79Q: 3 clusters Score -3059114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -3059115.250000 Penalty: 5028.372559
	Iteration 80F: 3 clusters Score -3059115 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -3059110.500000 Penalty: 5028.372559
	Iteration 81Q: 3 clusters Score -3059110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3059121.750000 Penalty: 5028.372559
	Iteration 82Q: 3 clusters Score -3059122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3059121.250000 Penalty: 5028.372559
	Iteration 83Q: 3 clusters Score -3059121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3059127.500000 Penalty: 5028.372559
	Iteration 84Q: 3 clusters Score -3059128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3059137.000000 Penalty: 5028.372559
	Iteration 85Q: 3 clusters Score -3059137 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -3059133.250000 Penalty: 5028.372559
	Iteration 86Q: 3 clusters Score -3059133 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -3059135.250000 Penalty: 5028.372559
	Iteration 87Q: 3 clusters Score -3059135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -3059144.500000 Penalty: 5028.372559
	Iteration 88Q: 3 clusters Score -3059144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -3059146.500000 Penalty: 5028.372559
	Iteration 89Q: 3 clusters Score -3059146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3059142.500000 Penalty: 5028.372559
	Iteration 90Q: 3 clusters Score -3059142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -3059141.750000 Penalty: 5028.372559
	Iteration 91Q: 3 clusters Score -3059142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -3059143.500000 Penalty: 5028.372559
	Iteration 92Q: 3 clusters Score -3059144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -3059145.750000 Penalty: 5028.372559
	Iteration 93Q: 3 clusters Score -3059146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -3059150.250000 Penalty: 5028.372559
	Iteration 94Q: 3 clusters Score -3059150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -3059155.500000 Penalty: 5028.372559
	Iteration 95Q: 3 clusters Score -3059156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -3059150.500000 Penalty: 5028.372559
	Iteration 96Q: 3 clusters Score -3059150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -3059144.500000 Penalty: 5028.372559
	Iteration 97Q: 3 clusters Score -3059144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -3059148.500000 Penalty: 5028.372559
	Iteration 98Q: 3 clusters Score -3059148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3059152.500000 Penalty: 5028.372559
	Iteration 99Q: 3 clusters Score -3059152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -3059152.000000 Penalty: 5028.372559
	Iteration 100F: 3 clusters Score -3059152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -3059150.250000 Penalty: 5028.372559
	Iteration 101Q: 3 clusters Score -3059150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3059151.750000 Penalty: 5028.372559
	Iteration 102Q: 3 clusters Score -3059152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3059150.000000 Penalty: 5028.372559
	Iteration 103Q: 3 clusters Score -3059150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -3059149.250000 Penalty: 5028.372559
	Iteration 104Q: 3 clusters Score -3059149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -3059146.000000 Penalty: 5028.372559
	Iteration 105Q: 3 clusters Score -3059146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -3059149.750000 Penalty: 5028.372559
	Iteration 106Q: 3 clusters Score -3059150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -3059149.750000 Penalty: 5028.372559
	Iteration 107F: 3 clusters Score -3059150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Entering Unmasked Estep 
Score: -355965.093750 Penalty: 1982.417725
	Iteration 0F: 2 clusters Score -355965.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -352764.281250 Penalty: 3964.835449
	Iteration 0F: 3 clusters Score -352764.3 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -353456.687500 Penalty: 3964.835449
	Iteration 1F: 3 clusters Score -353456.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -353689.812500 Penalty: 3964.835449
	Iteration 2F: 3 clusters Score -353689.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -353861.093750 Penalty: 3964.835449
	Iteration 3F: 3 clusters Score -353861.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -354019.062500 Penalty: 3964.835449
	Iteration 4Q: 3 clusters Score -354019.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -354166.468750 Penalty: 3964.835449
	Iteration 5Q: 3 clusters Score -354166.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -354310.625000 Penalty: 3964.835449
	Iteration 6Q: 3 clusters Score -354310.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -354463.656250 Penalty: 3964.835449
	Iteration 7Q: 3 clusters Score -354463.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -354613.656250 Penalty: 3964.835449
	Iteration 8Q: 3 clusters Score -354613.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -354773.937500 Penalty: 3964.835449
	Iteration 9Q: 3 clusters Score -354773.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -354965.531250 Penalty: 3964.835449
	Iteration 10Q: 3 clusters Score -354965.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -355162.937500 Penalty: 3964.835449
	Iteration 11Q: 3 clusters Score -355162.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -355333.937500 Penalty: 3964.835449
	Iteration 12Q: 3 clusters Score -355333.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -355464.000000 Penalty: 3964.835449
	Iteration 13Q: 3 clusters Score -355464 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -355616.281250 Penalty: 3964.835449
	Iteration 14Q: 3 clusters Score -355616.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -355767.625000 Penalty: 3964.835449
	Iteration 15Q: 3 clusters Score -355767.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -355934.812500 Penalty: 3964.835449
	Iteration 16Q: 3 clusters Score -355934.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -356106.218750 Penalty: 3964.835449
	Iteration 17Q: 3 clusters Score -356106.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -356299.531250 Penalty: 3964.835449
	Iteration 18Q: 3 clusters Score -356299.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -356473.937500 Penalty: 3964.835449
	Iteration 19Q: 3 clusters Score -356473.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -356535.687500 Penalty: 3964.835449
	Iteration 20F: 3 clusters Score -356535.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -356549.125000 Penalty: 3964.835449
	Iteration 21Q: 3 clusters Score -356549.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -356558.937500 Penalty: 3964.835449
	Iteration 22Q: 3 clusters Score -356558.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -356560.843750 Penalty: 3964.835449
	Iteration 23Q: 3 clusters Score -356560.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -356563.031250 Penalty: 3964.835449
	Iteration 24Q: 3 clusters Score -356563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -356564.656250 Penalty: 3964.835449
	Iteration 25Q: 3 clusters Score -356564.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -356565.093750 Penalty: 3964.835449
	Iteration 26Q: 3 clusters Score -356565.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -356565.093750 Penalty: 3964.835449
	Iteration 27F: 3 clusters Score -356565.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 99446 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30154 members 
Mstep: Class 5 contains 33326 members 
Mstep: Class 6 contains 35852 members 
Mstep: Class 7 contains 25282 members 
Mstep: Class 8 contains 1623 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 172980 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 273338 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 17 contains 178860 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50081 members 
Mstep: Class 20 contains 43536 members 
Entering Unmasked Estep 
Score: -119276088.000000 Penalty: 64930.714844
Splitting cluster 8 changes total score from -119276952.000000 to -119276088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -46378.597656 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -46378.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44972.390625 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -44972.39 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45373.468750 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -45373.47 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45742.398438 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -45742.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46064.550781 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -46064.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46277.296875 Penalty: 3104.752441
	Iteration 4F: 3 clusters Score -46277.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46585.472656 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -46585.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46686.480469 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -46686.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46702.125000 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -46702.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46704.253906 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -46704.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46704.253906 Penalty: 3104.752441
	Iteration 9F: 3 clusters Score -46704.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 99446 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30154 members 
Mstep: Class 5 contains 33326 members 
Mstep: Class 6 contains 35852 members 
Mstep: Class 7 contains 25282 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 298 members 
Mstep: Class 10 contains 172980 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 273338 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 15 contains 225 members 
Mstep: Class 17 contains 178860 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50081 members 
Mstep: Class 20 contains 43536 members 
Entering Unmasked Estep 
Score: -119275296.000000 Penalty: 64930.714844
Splitting cluster 9 changes total score from -119276952.000000 to -119275296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (172980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172980 members 
Entering Unmasked Estep 
Score: -21865556.000000 Penalty: 2991.110840
	Iteration 0F: 2 clusters Score -2.186556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 86662 members 
Entering Unmasked Estep 
Score: -21750422.000000 Penalty: 5982.221680
	Iteration 0F: 3 clusters Score -2.175042e+07 nChanged 82754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83452 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -21799322.000000 Penalty: 5982.221680
	Iteration 1F: 3 clusters Score -2.179932e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81590 members 
Mstep: Class 2 contains 91390 members 
Entering Unmasked Estep 
Score: -21800510.000000 Penalty: 5982.221680
	Iteration 2Q: 3 clusters Score -2.180051e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78754 members 
Mstep: Class 2 contains 94226 members 
Entering Unmasked Estep 
Score: -21802148.000000 Penalty: 5982.221680
	Iteration 3Q: 3 clusters Score -2.180215e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 98151 members 
Entering Unmasked Estep 
Score: -21804202.000000 Penalty: 5982.221680
	Iteration 4Q: 3 clusters Score -2.18042e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69058 members 
Mstep: Class 2 contains 103922 members 
Entering Unmasked Estep 
Score: -21807462.000000 Penalty: 5982.221680
	Iteration 5Q: 3 clusters Score -2.180746e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61213 members 
Mstep: Class 2 contains 111767 members 
Entering Unmasked Estep 
Score: -21812680.000000 Penalty: 5982.221680
	Iteration 6F: 3 clusters Score -2.181268e+07 nChanged 10827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51412 members 
Mstep: Class 2 contains 121568 members 
Entering Unmasked Estep 
Score: -21820194.000000 Penalty: 5982.221680
	Iteration 7F: 3 clusters Score -2.182019e+07 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 132498 members 
Entering Unmasked Estep 
Score: -21829832.000000 Penalty: 5982.221680
	Iteration 8F: 3 clusters Score -2.182983e+07 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 142420 members 
Entering Unmasked Estep 
Score: -21839262.000000 Penalty: 5982.221680
	Iteration 9F: 3 clusters Score -2.183926e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 150217 members 
Entering Unmasked Estep 
Score: -21847174.000000 Penalty: 5982.221680
	Iteration 10F: 3 clusters Score -2.184717e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 155786 members 
Entering Unmasked Estep 
Score: -21852368.000000 Penalty: 5982.221680
	Iteration 11Q: 3 clusters Score -2.185237e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 159837 members 
Entering Unmasked Estep 
Score: -21855996.000000 Penalty: 5982.221680
	Iteration 12Q: 3 clusters Score -2.1856e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 162802 members 
Entering Unmasked Estep 
Score: -21858178.000000 Penalty: 5982.221680
	Iteration 13Q: 3 clusters Score -2.185818e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 165187 members 
Entering Unmasked Estep 
Score: -21859680.000000 Penalty: 5982.221680
	Iteration 14Q: 3 clusters Score -2.185968e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 167067 members 
Entering Unmasked Estep 
Score: -21860806.000000 Penalty: 5982.221680
	Iteration 15Q: 3 clusters Score -2.186081e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 168549 members 
Entering Unmasked Estep 
Score: -21861668.000000 Penalty: 5982.221680
	Iteration 16Q: 3 clusters Score -2.186167e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 169691 members 
Entering Unmasked Estep 
Score: -21862304.000000 Penalty: 5982.221680
	Iteration 17Q: 3 clusters Score -2.18623e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 170504 members 
Entering Unmasked Estep 
Score: -21862758.000000 Penalty: 5982.221680
	Iteration 18Q: 3 clusters Score -2.186276e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 171043 members 
Entering Unmasked Estep 
Score: -21863064.000000 Penalty: 5982.221680
	Iteration 19Q: 3 clusters Score -2.186306e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 171417 members 
Entering Unmasked Estep 
Score: -21863310.000000 Penalty: 5982.221680
	Iteration 20F: 3 clusters Score -2.186331e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 171650 members 
Entering Unmasked Estep 
Score: -21863440.000000 Penalty: 5982.221680
	Iteration 21Q: 3 clusters Score -2.186344e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 171809 members 
Entering Unmasked Estep 
Score: -21863530.000000 Penalty: 5982.221680
	Iteration 22Q: 3 clusters Score -2.186353e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 171926 members 
Entering Unmasked Estep 
Score: -21863582.000000 Penalty: 5982.221680
	Iteration 23Q: 3 clusters Score -2.186358e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 172001 members 
Entering Unmasked Estep 
Score: -21863624.000000 Penalty: 5982.221680
	Iteration 24Q: 3 clusters Score -2.186362e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 172061 members 
Entering Unmasked Estep 
Score: -21863630.000000 Penalty: 5982.221680
	Iteration 25Q: 3 clusters Score -2.186363e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 172096 members 
Entering Unmasked Estep 
Score: -21863670.000000 Penalty: 5982.221680
	Iteration 26Q: 3 clusters Score -2.186367e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 172140 members 
Entering Unmasked Estep 
Score: -21863710.000000 Penalty: 5982.221680
	Iteration 27Q: 3 clusters Score -2.186371e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 172179 members 
Entering Unmasked Estep 
Score: -21863694.000000 Penalty: 5982.221680
	Iteration 28Q: 3 clusters Score -2.186369e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 172210 members 
Entering Unmasked Estep 
Score: -21863698.000000 Penalty: 5982.221680
	Iteration 29Q: 3 clusters Score -2.18637e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 172236 members 
Entering Unmasked Estep 
Score: -21863730.000000 Penalty: 5982.221680
	Iteration 30Q: 3 clusters Score -2.186373e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 172257 members 
Entering Unmasked Estep 
Score: -21863748.000000 Penalty: 5982.221680
	Iteration 31Q: 3 clusters Score -2.186375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 172267 members 
Entering Unmasked Estep 
Score: -21863748.000000 Penalty: 5982.221680
	Iteration 32Q: 3 clusters Score -2.186375e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 172279 members 
Entering Unmasked Estep 
Score: -21863754.000000 Penalty: 5982.221680
	Iteration 33Q: 3 clusters Score -2.186375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 172285 members 
Entering Unmasked Estep 
Score: -21863754.000000 Penalty: 5982.221680
	Iteration 34Q: 3 clusters Score -2.186375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 172289 members 
Entering Unmasked Estep 
Score: -21863750.000000 Penalty: 5982.221680
	Iteration 35Q: 3 clusters Score -2.186375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 172293 members 
Entering Unmasked Estep 
Score: -21863746.000000 Penalty: 5982.221680
	Iteration 36Q: 3 clusters Score -2.186375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 172296 members 
Entering Unmasked Estep 
Score: -21863762.000000 Penalty: 5982.221680
	Iteration 37Q: 3 clusters Score -2.186376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 172300 members 
Entering Unmasked Estep 
Score: -21863748.000000 Penalty: 5982.221680
	Iteration 38Q: 3 clusters Score -2.186375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 172299 members 
Entering Unmasked Estep 
Score: -21863748.000000 Penalty: 5982.221680
	Iteration 39Q: 3 clusters Score -2.186375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 172299 members 
Entering Unmasked Estep 
Score: -21863758.000000 Penalty: 5982.221680
	Iteration 40F: 3 clusters Score -2.186376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Entering Unmasked Estep 
Score: -93333.984375 Penalty: 1695.658569
	Iteration 0F: 2 clusters Score -93333.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -91545.953125 Penalty: 3391.317139
	Iteration 0F: 3 clusters Score -91545.95 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -92286.625000 Penalty: 3391.317139
	Iteration 1F: 3 clusters Score -92286.62 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -92984.875000 Penalty: 3391.317139
	Iteration 2F: 3 clusters Score -92984.88 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -93822.718750 Penalty: 3391.317139
	Iteration 3F: 3 clusters Score -93822.72 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -94135.734375 Penalty: 3391.317139
	Iteration 4Q: 3 clusters Score -94135.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -94470.898438 Penalty: 3391.317139
	Iteration 5Q: 3 clusters Score -94470.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -94595.960938 Penalty: 3391.317139
	Iteration 6Q: 3 clusters Score -94595.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -94614.960938 Penalty: 3391.317139
	Iteration 7Q: 3 clusters Score -94614.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -94627.406250 Penalty: 3391.317139
	Iteration 8Q: 3 clusters Score -94627.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -94639.273438 Penalty: 3391.317139
	Iteration 9Q: 3 clusters Score -94639.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -94644.421875 Penalty: 3391.317139
	Iteration 10Q: 3 clusters Score -94644.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -94648.398438 Penalty: 3391.317139
	Iteration 11Q: 3 clusters Score -94648.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -94653.578125 Penalty: 3391.317139
	Iteration 12Q: 3 clusters Score -94653.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -94657.953125 Penalty: 3391.317139
	Iteration 13F: 3 clusters Score -94657.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -94664.640625 Penalty: 3391.317139
	Iteration 14Q: 3 clusters Score -94664.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -94665.781250 Penalty: 3391.317139
	Iteration 15Q: 3 clusters Score -94665.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -94665.781250 Penalty: 3391.317139
	Iteration 16F: 3 clusters Score -94665.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 99446 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30154 members 
Mstep: Class 5 contains 33326 members 
Mstep: Class 6 contains 35852 members 
Mstep: Class 7 contains 25282 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 172980 members 
Mstep: Class 11 contains 469 members 
Mstep: Class 12 contains 273338 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 17 contains 178860 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50081 members 
Mstep: Class 20 contains 43536 members 
Entering Unmasked Estep 
Score: -119276432.000000 Penalty: 64930.714844
Splitting cluster 11 changes total score from -119276952.000000 to -119276432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (273338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273338 members 
Entering Unmasked Estep 
Score: -34292852.000000 Penalty: 3104.579102
	Iteration 0F: 2 clusters Score -3.429285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136933 members 
Mstep: Class 2 contains 136405 members 
Entering Unmasked Estep 
Score: -34122896.000000 Penalty: 6209.158203
	Iteration 0F: 3 clusters Score -3.41229e+07 nChanged 132058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142239 members 
Mstep: Class 2 contains 131099 members 
Entering Unmasked Estep 
Score: -34201428.000000 Penalty: 6209.158203
	Iteration 1F: 3 clusters Score -3.420143e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145867 members 
Mstep: Class 2 contains 127471 members 
Entering Unmasked Estep 
Score: -34202760.000000 Penalty: 6209.158203
	Iteration 2Q: 3 clusters Score -3.420276e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151616 members 
Mstep: Class 2 contains 121722 members 
Entering Unmasked Estep 
Score: -34204212.000000 Penalty: 6209.158203
	Iteration 3Q: 3 clusters Score -3.420421e+07 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160453 members 
Mstep: Class 2 contains 112885 members 
Entering Unmasked Estep 
Score: -34207524.000000 Penalty: 6209.158203
	Iteration 4Q: 3 clusters Score -3.420752e+07 nChanged 13825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173934 members 
Mstep: Class 2 contains 99404 members 
Entering Unmasked Estep 
Score: -34213636.000000 Penalty: 6209.158203
	Iteration 5F: 3 clusters Score -3.421364e+07 nChanged 19521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193303 members 
Mstep: Class 2 contains 80035 members 
Entering Unmasked Estep 
Score: -34225380.000000 Penalty: 6209.158203
	Iteration 6F: 3 clusters Score -3.422538e+07 nChanged 24961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218178 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -34242200.000000 Penalty: 6209.158203
	Iteration 7F: 3 clusters Score -3.42422e+07 nChanged 24790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242938 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -34261884.000000 Penalty: 6209.158203
	Iteration 8F: 3 clusters Score -3.426188e+07 nChanged 17323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260259 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -34277196.000000 Penalty: 6209.158203
	Iteration 9F: 3 clusters Score -3.42772e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268343 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -34285140.000000 Penalty: 6209.158203
	Iteration 10Q: 3 clusters Score -3.428514e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271228 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -34288052.000000 Penalty: 6209.158203
	Iteration 11Q: 3 clusters Score -3.428805e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272149 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -34289144.000000 Penalty: 6209.158203
	Iteration 12Q: 3 clusters Score -3.428914e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272434 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -34289608.000000 Penalty: 6209.158203
	Iteration 13Q: 3 clusters Score -3.428961e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272551 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -34289796.000000 Penalty: 6209.158203
	Iteration 14Q: 3 clusters Score -3.42898e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272598 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -34289932.000000 Penalty: 6209.158203
	Iteration 15Q: 3 clusters Score -3.428993e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272619 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -34290020.000000 Penalty: 6209.158203
	Iteration 16Q: 3 clusters Score -3.429002e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272629 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -34290020.000000 Penalty: 6209.158203
	Iteration 17Q: 3 clusters Score -3.429002e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272640 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -34290040.000000 Penalty: 6209.158203
	Iteration 18Q: 3 clusters Score -3.429004e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272643 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -34290040.000000 Penalty: 6209.158203
	Iteration 19Q: 3 clusters Score -3.429004e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272646 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -34290072.000000 Penalty: 6209.158203
	Iteration 20F: 3 clusters Score -3.429007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272648 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -34290080.000000 Penalty: 6209.158203
	Iteration 21Q: 3 clusters Score -3.429008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272652 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -34290064.000000 Penalty: 6209.158203
	Iteration 22Q: 3 clusters Score -3.429006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272654 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -34290060.000000 Penalty: 6209.158203
	Iteration 23Q: 3 clusters Score -3.429006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272655 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -34290072.000000 Penalty: 6209.158203
	Iteration 24Q: 3 clusters Score -3.429007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272660 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -34290064.000000 Penalty: 6209.158203
	Iteration 25Q: 3 clusters Score -3.429006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272662 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -34290076.000000 Penalty: 6209.158203
	Iteration 26Q: 3 clusters Score -3.429008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272660 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -34290092.000000 Penalty: 6209.158203
	Iteration 27Q: 3 clusters Score -3.429009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272661 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -34290080.000000 Penalty: 6209.158203
	Iteration 28Q: 3 clusters Score -3.429008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272660 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -34290080.000000 Penalty: 6209.158203
	Iteration 29Q: 3 clusters Score -3.429008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272657 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -34290068.000000 Penalty: 6209.158203
	Iteration 30Q: 3 clusters Score -3.429007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272653 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -34290116.000000 Penalty: 6209.158203
	Iteration 31Q: 3 clusters Score -3.429012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272652 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -34290096.000000 Penalty: 6209.158203
	Iteration 32Q: 3 clusters Score -3.42901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272654 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -34290108.000000 Penalty: 6209.158203
	Iteration 33Q: 3 clusters Score -3.429011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272657 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -34290096.000000 Penalty: 6209.158203
	Iteration 34Q: 3 clusters Score -3.42901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272659 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -34290088.000000 Penalty: 6209.158203
	Iteration 35Q: 3 clusters Score -3.429009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272660 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -34290088.000000 Penalty: 6209.158203
	Iteration 36Q: 3 clusters Score -3.429009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272662 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -34290096.000000 Penalty: 6209.158203
	Iteration 37Q: 3 clusters Score -3.42901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272661 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -34290092.000000 Penalty: 6209.158203
	Iteration 38Q: 3 clusters Score -3.429009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272660 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -34290100.000000 Penalty: 6209.158203
	Iteration 39Q: 3 clusters Score -3.42901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272661 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -34290108.000000 Penalty: 6209.158203
	Iteration 40F: 3 clusters Score -3.429011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272659 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -34290096.000000 Penalty: 6209.158203
	Iteration 41Q: 3 clusters Score -3.42901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272659 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -34290084.000000 Penalty: 6209.158203
	Iteration 42Q: 3 clusters Score -3.429008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272663 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -34290084.000000 Penalty: 6209.158203
	Iteration 43Q: 3 clusters Score -3.429008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272665 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -34290096.000000 Penalty: 6209.158203
	Iteration 44Q: 3 clusters Score -3.42901e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272670 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -34290120.000000 Penalty: 6209.158203
	Iteration 45Q: 3 clusters Score -3.429012e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272673 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -34290128.000000 Penalty: 6209.158203
	Iteration 46Q: 3 clusters Score -3.429013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272675 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -34290136.000000 Penalty: 6209.158203
	Iteration 47Q: 3 clusters Score -3.429014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272680 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -34290144.000000 Penalty: 6209.158203
	Iteration 48Q: 3 clusters Score -3.429014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272686 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -34290160.000000 Penalty: 6209.158203
	Iteration 49Q: 3 clusters Score -3.429016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272690 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -34290152.000000 Penalty: 6209.158203
	Iteration 50Q: 3 clusters Score -3.429015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272692 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -34290176.000000 Penalty: 6209.158203
	Iteration 51Q: 3 clusters Score -3.429018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272693 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -34290180.000000 Penalty: 6209.158203
	Iteration 52Q: 3 clusters Score -3.429018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272693 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -34290180.000000 Penalty: 6209.158203
	Iteration 53F: 3 clusters Score -3.429018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -66938.750000 Penalty: 1592.965210
	Iteration 0F: 2 clusters Score -66938.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -65300.210938 Penalty: 3185.930420
	Iteration 0F: 3 clusters Score -65300.21 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -65546.031250 Penalty: 3185.930420
	Iteration 1F: 3 clusters Score -65546.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -65663.593750 Penalty: 3185.930420
	Iteration 2F: 3 clusters Score -65663.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -65778.398438 Penalty: 3185.930420
	Iteration 3Q: 3 clusters Score -65778.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -65921.421875 Penalty: 3185.930420
	Iteration 4Q: 3 clusters Score -65921.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66016.812500 Penalty: 3185.930420
	Iteration 5Q: 3 clusters Score -66016.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66127.968750 Penalty: 3185.930420
	Iteration 6Q: 3 clusters Score -66127.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66195.304688 Penalty: 3185.930420
	Iteration 7Q: 3 clusters Score -66195.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66262.812500 Penalty: 3185.930420
	Iteration 8Q: 3 clusters Score -66262.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66310.375000 Penalty: 3185.930420
	Iteration 9Q: 3 clusters Score -66310.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66346.453125 Penalty: 3185.930420
	Iteration 10Q: 3 clusters Score -66346.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66379.671875 Penalty: 3185.930420
	Iteration 11Q: 3 clusters Score -66379.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66415.804688 Penalty: 3185.930420
	Iteration 12Q: 3 clusters Score -66415.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66434.718750 Penalty: 3185.930420
	Iteration 13Q: 3 clusters Score -66434.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66450.054688 Penalty: 3185.930420
	Iteration 14Q: 3 clusters Score -66450.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66490.695312 Penalty: 3185.930420
	Iteration 15Q: 3 clusters Score -66490.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66530.484375 Penalty: 3185.930420
	Iteration 16Q: 3 clusters Score -66530.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66557.500000 Penalty: 3185.930420
	Iteration 17Q: 3 clusters Score -66557.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66566.085938 Penalty: 3185.930420
	Iteration 18Q: 3 clusters Score -66566.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66567.460938 Penalty: 3185.930420
	Iteration 19Q: 3 clusters Score -66567.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66571.500000 Penalty: 3185.930420
	Iteration 20F: 3 clusters Score -66571.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66581.093750 Penalty: 3185.930420
	Iteration 21Q: 3 clusters Score -66581.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66595.812500 Penalty: 3185.930420
	Iteration 22Q: 3 clusters Score -66595.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66618.757812 Penalty: 3185.930420
	Iteration 23Q: 3 clusters Score -66618.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66663.070312 Penalty: 3185.930420
	Iteration 24Q: 3 clusters Score -66663.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66713.828125 Penalty: 3185.930420
	Iteration 25Q: 3 clusters Score -66713.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66795.664062 Penalty: 3185.930420
	Iteration 26Q: 3 clusters Score -66795.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66886.000000 Penalty: 3185.930420
	Iteration 27Q: 3 clusters Score -66886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66998.570312 Penalty: 3185.930420
	Iteration 28Q: 3 clusters Score -66998.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67080.546875 Penalty: 3185.930420
	Iteration 29Q: 3 clusters Score -67080.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67211.765625 Penalty: 3185.930420
	Iteration 30Q: 3 clusters Score -67211.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67260.367188 Penalty: 3185.930420
	Iteration 31Q: 3 clusters Score -67260.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67264.765625 Penalty: 3185.930420
	Iteration 32Q: 3 clusters Score -67264.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67264.765625 Penalty: 3185.930420
	Iteration 33F: 3 clusters Score -67264.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 99446 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30154 members 
Mstep: Class 5 contains 33326 members 
Mstep: Class 6 contains 35852 members 
Mstep: Class 7 contains 25282 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 172980 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 273338 members 
Mstep: Class 13 contains 322 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 15 contains 294 members 
Mstep: Class 17 contains 178860 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 50081 members 
Mstep: Class 20 contains 43536 members 
Entering Unmasked Estep 
Score: -119275384.000000 Penalty: 64930.714844
Splitting cluster 13 changes total score from -119276952.000000 to -119275384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -19719.177734 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -19719.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18682.667969 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -18682.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18864.402344 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -18864.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18934.306641 Penalty: 2670.709717
	Iteration 2Q: 3 clusters Score -18934.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18940.917969 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -18940.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18940.917969 Penalty: 2670.709717
	Iteration 4F: 3 clusters Score -18940.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (178860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178860 members 
Entering Unmasked Estep 
Score: -22468268.000000 Penalty: 2999.400879
	Iteration 0F: 2 clusters Score -2.246827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89195 members 
Mstep: Class 2 contains 89665 members 
Entering Unmasked Estep 
Score: -22348622.000000 Penalty: 5998.801758
	Iteration 0F: 3 clusters Score -2.234862e+07 nChanged 86081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85010 members 
Mstep: Class 2 contains 93850 members 
Entering Unmasked Estep 
Score: -22399344.000000 Penalty: 5998.801758
	Iteration 1F: 3 clusters Score -2.239934e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82537 members 
Mstep: Class 2 contains 96323 members 
Entering Unmasked Estep 
Score: -22400804.000000 Penalty: 5998.801758
	Iteration 2Q: 3 clusters Score -2.24008e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78696 members 
Mstep: Class 2 contains 100164 members 
Entering Unmasked Estep 
Score: -22403512.000000 Penalty: 5998.801758
	Iteration 3Q: 3 clusters Score -2.240351e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73201 members 
Mstep: Class 2 contains 105659 members 
Entering Unmasked Estep 
Score: -22407438.000000 Penalty: 5998.801758
	Iteration 4Q: 3 clusters Score -2.240744e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 113010 members 
Entering Unmasked Estep 
Score: -22413322.000000 Penalty: 5998.801758
	Iteration 5F: 3 clusters Score -2.241332e+07 nChanged 11582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56480 members 
Mstep: Class 2 contains 122380 members 
Entering Unmasked Estep 
Score: -22422056.000000 Penalty: 5998.801758
	Iteration 6F: 3 clusters Score -2.242206e+07 nChanged 12380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 132740 members 
Entering Unmasked Estep 
Score: -22432466.000000 Penalty: 5998.801758
	Iteration 7F: 3 clusters Score -2.243247e+07 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 142087 members 
Entering Unmasked Estep 
Score: -22442688.000000 Penalty: 5998.801758
	Iteration 8F: 3 clusters Score -2.244269e+07 nChanged 8757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 149042 members 
Entering Unmasked Estep 
Score: -22449642.000000 Penalty: 5998.801758
	Iteration 9Q: 3 clusters Score -2.244964e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 153954 members 
Entering Unmasked Estep 
Score: -22454050.000000 Penalty: 5998.801758
	Iteration 10Q: 3 clusters Score -2.245405e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 157782 members 
Entering Unmasked Estep 
Score: -22456474.000000 Penalty: 5998.801758
	Iteration 11Q: 3 clusters Score -2.245647e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 161116 members 
Entering Unmasked Estep 
Score: -22458432.000000 Penalty: 5998.801758
	Iteration 12Q: 3 clusters Score -2.245843e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 164016 members 
Entering Unmasked Estep 
Score: -22460056.000000 Penalty: 5998.801758
	Iteration 13Q: 3 clusters Score -2.246006e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 166568 members 
Entering Unmasked Estep 
Score: -22461452.000000 Penalty: 5998.801758
	Iteration 14Q: 3 clusters Score -2.246145e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 168744 members 
Entering Unmasked Estep 
Score: -22462660.000000 Penalty: 5998.801758
	Iteration 15Q: 3 clusters Score -2.246266e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 170515 members 
Entering Unmasked Estep 
Score: -22463700.000000 Penalty: 5998.801758
	Iteration 16Q: 3 clusters Score -2.24637e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 171894 members 
Entering Unmasked Estep 
Score: -22464542.000000 Penalty: 5998.801758
	Iteration 17Q: 3 clusters Score -2.246454e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 172998 members 
Entering Unmasked Estep 
Score: -22465348.000000 Penalty: 5998.801758
	Iteration 18Q: 3 clusters Score -2.246535e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 173808 members 
Entering Unmasked Estep 
Score: -22465848.000000 Penalty: 5998.801758
	Iteration 19Q: 3 clusters Score -2.246585e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 174414 members 
Entering Unmasked Estep 
Score: -22466120.000000 Penalty: 5998.801758
	Iteration 20F: 3 clusters Score -2.246612e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 174830 members 
Entering Unmasked Estep 
Score: -22466392.000000 Penalty: 5998.801758
	Iteration 21Q: 3 clusters Score -2.246639e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 175121 members 
Entering Unmasked Estep 
Score: -22466490.000000 Penalty: 5998.801758
	Iteration 22Q: 3 clusters Score -2.246649e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 175345 members 
Entering Unmasked Estep 
Score: -22466616.000000 Penalty: 5998.801758
	Iteration 23Q: 3 clusters Score -2.246662e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 175500 members 
Entering Unmasked Estep 
Score: -22466638.000000 Penalty: 5998.801758
	Iteration 24Q: 3 clusters Score -2.246664e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 175606 members 
Entering Unmasked Estep 
Score: -22466662.000000 Penalty: 5998.801758
	Iteration 25Q: 3 clusters Score -2.246666e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 175693 members 
Entering Unmasked Estep 
Score: -22466674.000000 Penalty: 5998.801758
	Iteration 26Q: 3 clusters Score -2.246667e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 175760 members 
Entering Unmasked Estep 
Score: -22466694.000000 Penalty: 5998.801758
	Iteration 27Q: 3 clusters Score -2.246669e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 175820 members 
Entering Unmasked Estep 
Score: -22466672.000000 Penalty: 5998.801758
	Iteration 28Q: 3 clusters Score -2.246667e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 175863 members 
Entering Unmasked Estep 
Score: -22466720.000000 Penalty: 5998.801758
	Iteration 29Q: 3 clusters Score -2.246672e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 175902 members 
Entering Unmasked Estep 
Score: -22466698.000000 Penalty: 5998.801758
	Iteration 30Q: 3 clusters Score -2.24667e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 175932 members 
Entering Unmasked Estep 
Score: -22466730.000000 Penalty: 5998.801758
	Iteration 31Q: 3 clusters Score -2.246673e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 175955 members 
Entering Unmasked Estep 
Score: -22466756.000000 Penalty: 5998.801758
	Iteration 32Q: 3 clusters Score -2.246676e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 175980 members 
Entering Unmasked Estep 
Score: -22466778.000000 Penalty: 5998.801758
	Iteration 33Q: 3 clusters Score -2.246678e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 175999 members 
Entering Unmasked Estep 
Score: -22466786.000000 Penalty: 5998.801758
	Iteration 34Q: 3 clusters Score -2.246679e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 176018 members 
Entering Unmasked Estep 
Score: -22466746.000000 Penalty: 5998.801758
	Iteration 35Q: 3 clusters Score -2.246675e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 176030 members 
Entering Unmasked Estep 
Score: -22466760.000000 Penalty: 5998.801758
	Iteration 36Q: 3 clusters Score -2.246676e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 176042 members 
Entering Unmasked Estep 
Score: -22466764.000000 Penalty: 5998.801758
	Iteration 37Q: 3 clusters Score -2.246676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 176047 members 
Entering Unmasked Estep 
Score: -22466788.000000 Penalty: 5998.801758
	Iteration 38Q: 3 clusters Score -2.246679e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 176052 members 
Entering Unmasked Estep 
Score: -22466796.000000 Penalty: 5998.801758
	Iteration 39Q: 3 clusters Score -2.24668e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 176057 members 
Entering Unmasked Estep 
Score: -22466788.000000 Penalty: 5998.801758
	Iteration 40F: 3 clusters Score -2.246679e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 176055 members 
Entering Unmasked Estep 
Score: -22466794.000000 Penalty: 5998.801758
	Iteration 41Q: 3 clusters Score -2.246679e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 176055 members 
Entering Unmasked Estep 
Score: -22466788.000000 Penalty: 5998.801758
	Iteration 42Q: 3 clusters Score -2.246679e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 176055 members 
Entering Unmasked Estep 
Score: -22466806.000000 Penalty: 5998.801758
	Iteration 43Q: 3 clusters Score -2.246681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 176056 members 
Entering Unmasked Estep 
Score: -22466826.000000 Penalty: 5998.801758
	Iteration 44Q: 3 clusters Score -2.246683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 176054 members 
Entering Unmasked Estep 
Score: -22466810.000000 Penalty: 5998.801758
	Iteration 45Q: 3 clusters Score -2.246681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 176050 members 
Entering Unmasked Estep 
Score: -22466798.000000 Penalty: 5998.801758
	Iteration 46Q: 3 clusters Score -2.24668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 176050 members 
Entering Unmasked Estep 
Score: -22466794.000000 Penalty: 5998.801758
	Iteration 47Q: 3 clusters Score -2.246679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 176055 members 
Entering Unmasked Estep 
Score: -22466796.000000 Penalty: 5998.801758
	Iteration 48Q: 3 clusters Score -2.24668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 176061 members 
Entering Unmasked Estep 
Score: -22466800.000000 Penalty: 5998.801758
	Iteration 49Q: 3 clusters Score -2.24668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 176069 members 
Entering Unmasked Estep 
Score: -22466806.000000 Penalty: 5998.801758
	Iteration 50Q: 3 clusters Score -2.246681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 176074 members 
Entering Unmasked Estep 
Score: -22466806.000000 Penalty: 5998.801758
	Iteration 51Q: 3 clusters Score -2.246681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 176077 members 
Entering Unmasked Estep 
Score: -22466808.000000 Penalty: 5998.801758
	Iteration 52Q: 3 clusters Score -2.246681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 176079 members 
Entering Unmasked Estep 
Score: -22466816.000000 Penalty: 5998.801758
	Iteration 53Q: 3 clusters Score -2.246682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 176081 members 
Entering Unmasked Estep 
Score: -22466818.000000 Penalty: 5998.801758
	Iteration 54Q: 3 clusters Score -2.246682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 176081 members 
Entering Unmasked Estep 
Score: -22466818.000000 Penalty: 5998.801758
	Iteration 55F: 3 clusters Score -2.246682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -89464.976562 Penalty: 1697.250000
	Iteration 0F: 2 clusters Score -89464.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -87712.804688 Penalty: 3394.500000
	Iteration 0F: 3 clusters Score -87712.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88816.164062 Penalty: 3394.500000
	Iteration 1F: 3 clusters Score -88816.16 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -89631.382812 Penalty: 3394.500000
	Iteration 2F: 3 clusters Score -89631.38 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -90051.531250 Penalty: 3394.500000
	Iteration 3F: 3 clusters Score -90051.53 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -90416.562500 Penalty: 3394.500000
	Iteration 4Q: 3 clusters Score -90416.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -90647.046875 Penalty: 3394.500000
	Iteration 5Q: 3 clusters Score -90647.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90814.875000 Penalty: 3394.500000
	Iteration 6Q: 3 clusters Score -90814.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90838.406250 Penalty: 3394.500000
	Iteration 7Q: 3 clusters Score -90838.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -90851.125000 Penalty: 3394.500000
	Iteration 8Q: 3 clusters Score -90851.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90856.093750 Penalty: 3394.500000
	Iteration 9Q: 3 clusters Score -90856.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -90858.843750 Penalty: 3394.500000
	Iteration 10Q: 3 clusters Score -90858.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -90865.320312 Penalty: 3394.500000
	Iteration 11Q: 3 clusters Score -90865.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90867.000000 Penalty: 3394.500000
	Iteration 12Q: 3 clusters Score -90867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -90868.781250 Penalty: 3394.500000
	Iteration 13Q: 3 clusters Score -90868.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90876.429688 Penalty: 3394.500000
	Iteration 14Q: 3 clusters Score -90876.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -90882.578125 Penalty: 3394.500000
	Iteration 15Q: 3 clusters Score -90882.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -90889.234375 Penalty: 3394.500000
	Iteration 16Q: 3 clusters Score -90889.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90912.132812 Penalty: 3394.500000
	Iteration 17Q: 3 clusters Score -90912.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -90969.265625 Penalty: 3394.500000
	Iteration 18Q: 3 clusters Score -90969.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -91039.531250 Penalty: 3394.500000
	Iteration 19Q: 3 clusters Score -91039.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91090.960938 Penalty: 3394.500000
	Iteration 20F: 3 clusters Score -91090.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -91113.414062 Penalty: 3394.500000
	Iteration 21Q: 3 clusters Score -91113.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -91126.765625 Penalty: 3394.500000
	Iteration 22Q: 3 clusters Score -91126.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -91128.023438 Penalty: 3394.500000
	Iteration 23F: 3 clusters Score -91128.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91151.898438 Penalty: 3394.500000
	Iteration 24Q: 3 clusters Score -91151.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -91360.492188 Penalty: 3394.500000
	Iteration 25Q: 3 clusters Score -91360.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -91555.195312 Penalty: 3394.500000
	Iteration 26Q: 3 clusters Score -91555.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -91555.195312 Penalty: 3394.500000
	Iteration 27F: 3 clusters Score -91555.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 99446 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30154 members 
Mstep: Class 5 contains 33326 members 
Mstep: Class 6 contains 35852 members 
Mstep: Class 7 contains 25282 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 172980 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 273338 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 15 contains 353 members 
Mstep: Class 17 contains 178860 members 
Mstep: Class 18 contains 585 members 
Mstep: Class 19 contains 50081 members 
Mstep: Class 20 contains 43536 members 
Entering Unmasked Estep 
Score: -119277208.000000 Penalty: 64930.714844
Splitting cluster 18 changes total score from -119276952.000000 to -119277208.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 19 (50081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Entering Unmasked Estep 
Score: -6210613.000000 Penalty: 2683.706299
	Iteration 0F: 2 clusters Score -6210613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -6176873.000000 Penalty: 5367.412598
	Iteration 0F: 3 clusters Score -6176873 nChanged 23059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -6189631.500000 Penalty: 5367.412598
	Iteration 1F: 3 clusters Score -6189632 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -6190411.000000 Penalty: 5367.412598
	Iteration 2Q: 3 clusters Score -6190411 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -6191491.500000 Penalty: 5367.412598
	Iteration 3Q: 3 clusters Score -6191492 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -6193089.000000 Penalty: 5367.412598
	Iteration 4F: 3 clusters Score -6193089 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -6195524.500000 Penalty: 5367.412598
	Iteration 5F: 3 clusters Score -6195524 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -6198984.000000 Penalty: 5367.412598
	Iteration 6F: 3 clusters Score -6198984 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -6202622.500000 Penalty: 5367.412598
	Iteration 7F: 3 clusters Score -6202622 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -6205257.000000 Penalty: 5367.412598
	Iteration 8F: 3 clusters Score -6205257 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -6206606.500000 Penalty: 5367.412598
	Iteration 9Q: 3 clusters Score -6206606 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -6207298.000000 Penalty: 5367.412598
	Iteration 10Q: 3 clusters Score -6207298 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -6207675.000000 Penalty: 5367.412598
	Iteration 11Q: 3 clusters Score -6207675 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -6207912.000000 Penalty: 5367.412598
	Iteration 12Q: 3 clusters Score -6207912 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -6208050.000000 Penalty: 5367.412598
	Iteration 13Q: 3 clusters Score -6208050 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -6208164.500000 Penalty: 5367.412598
	Iteration 14Q: 3 clusters Score -6208164 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -6208210.500000 Penalty: 5367.412598
	Iteration 15Q: 3 clusters Score -6208210 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -6208262.500000 Penalty: 5367.412598
	Iteration 16Q: 3 clusters Score -6208262 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -6208306.500000 Penalty: 5367.412598
	Iteration 17Q: 3 clusters Score -6208306 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -6208342.000000 Penalty: 5367.412598
	Iteration 18Q: 3 clusters Score -6208342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -6208368.000000 Penalty: 5367.412598
	Iteration 19Q: 3 clusters Score -6208368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -6208385.500000 Penalty: 5367.412598
	Iteration 20F: 3 clusters Score -6208386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -6208387.500000 Penalty: 5367.412598
	Iteration 21Q: 3 clusters Score -6208388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -6208400.500000 Penalty: 5367.412598
	Iteration 22Q: 3 clusters Score -6208400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -6208399.500000 Penalty: 5367.412598
	Iteration 23Q: 3 clusters Score -6208400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -6208406.500000 Penalty: 5367.412598
	Iteration 24Q: 3 clusters Score -6208406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -6208404.000000 Penalty: 5367.412598
	Iteration 25Q: 3 clusters Score -6208404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -6208411.000000 Penalty: 5367.412598
	Iteration 26Q: 3 clusters Score -6208411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -6208412.000000 Penalty: 5367.412598
	Iteration 27Q: 3 clusters Score -6208412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -6208411.500000 Penalty: 5367.412598
	Iteration 28Q: 3 clusters Score -6208412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -6208414.500000 Penalty: 5367.412598
	Iteration 29Q: 3 clusters Score -6208414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -6208421.000000 Penalty: 5367.412598
	Iteration 30Q: 3 clusters Score -6208421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -6208419.500000 Penalty: 5367.412598
	Iteration 31Q: 3 clusters Score -6208420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -6208423.000000 Penalty: 5367.412598
	Iteration 32Q: 3 clusters Score -6208423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -6208421.500000 Penalty: 5367.412598
	Iteration 33Q: 3 clusters Score -6208422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -6208416.500000 Penalty: 5367.412598
	Iteration 34Q: 3 clusters Score -6208416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -6208422.000000 Penalty: 5367.412598
	Iteration 35Q: 3 clusters Score -6208422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -6208422.000000 Penalty: 5367.412598
	Iteration 36F: 3 clusters Score -6208422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Entering Unmasked Estep 
Score: -5555799.500000 Penalty: 2648.973145
	Iteration 0F: 2 clusters Score -5555800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -5526346.500000 Penalty: 5297.946289
	Iteration 0F: 3 clusters Score -5526346 nChanged 19931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -5537261.500000 Penalty: 5297.946289
	Iteration 1F: 3 clusters Score -5537262 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -5537787.000000 Penalty: 5297.946289
	Iteration 2Q: 3 clusters Score -5537787 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -5538243.500000 Penalty: 5297.946289
	Iteration 3Q: 3 clusters Score -5538244 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -5538716.000000 Penalty: 5297.946289
	Iteration 4Q: 3 clusters Score -5538716 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -5539281.000000 Penalty: 5297.946289
	Iteration 5Q: 3 clusters Score -5539281 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -5539938.000000 Penalty: 5297.946289
	Iteration 6Q: 3 clusters Score -5539938 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -5540856.500000 Penalty: 5297.946289
	Iteration 7Q: 3 clusters Score -5540856 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -5542088.000000 Penalty: 5297.946289
	Iteration 8Q: 3 clusters Score -5542088 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -5543583.500000 Penalty: 5297.946289
	Iteration 9F: 3 clusters Score -5543584 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -5545179.000000 Penalty: 5297.946289
	Iteration 10F: 3 clusters Score -5545179 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -5546763.500000 Penalty: 5297.946289
	Iteration 11F: 3 clusters Score -5546764 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -5548099.500000 Penalty: 5297.946289
	Iteration 12Q: 3 clusters Score -5548100 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -5548909.500000 Penalty: 5297.946289
	Iteration 13Q: 3 clusters Score -5548910 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -5549364.500000 Penalty: 5297.946289
	Iteration 14Q: 3 clusters Score -5549364 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -5549670.500000 Penalty: 5297.946289
	Iteration 15Q: 3 clusters Score -5549670 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -5549938.500000 Penalty: 5297.946289
	Iteration 16Q: 3 clusters Score -5549938 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -5550186.000000 Penalty: 5297.946289
	Iteration 17Q: 3 clusters Score -5550186 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -5550433.000000 Penalty: 5297.946289
	Iteration 18Q: 3 clusters Score -5550433 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -5550673.000000 Penalty: 5297.946289
	Iteration 19Q: 3 clusters Score -5550673 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -5550818.000000 Penalty: 5297.946289
	Iteration 20F: 3 clusters Score -5550818 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -5551038.500000 Penalty: 5297.946289
	Iteration 21Q: 3 clusters Score -5551038 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -5551214.000000 Penalty: 5297.946289
	Iteration 22Q: 3 clusters Score -5551214 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -5551415.500000 Penalty: 5297.946289
	Iteration 23Q: 3 clusters Score -5551416 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -5551624.000000 Penalty: 5297.946289
	Iteration 24Q: 3 clusters Score -5551624 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -5551823.500000 Penalty: 5297.946289
	Iteration 25Q: 3 clusters Score -5551824 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -5552026.000000 Penalty: 5297.946289
	Iteration 26Q: 3 clusters Score -5552026 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -5552197.000000 Penalty: 5297.946289
	Iteration 27Q: 3 clusters Score -5552197 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -5552365.000000 Penalty: 5297.946289
	Iteration 28Q: 3 clusters Score -5552365 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -5552503.000000 Penalty: 5297.946289
	Iteration 29Q: 3 clusters Score -5552503 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -5552646.500000 Penalty: 5297.946289
	Iteration 30Q: 3 clusters Score -5552646 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5552780.000000 Penalty: 5297.946289
	Iteration 31Q: 3 clusters Score -5552780 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5552863.000000 Penalty: 5297.946289
	Iteration 32Q: 3 clusters Score -5552863 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5552949.500000 Penalty: 5297.946289
	Iteration 33Q: 3 clusters Score -5552950 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5553021.000000 Penalty: 5297.946289
	Iteration 34Q: 3 clusters Score -5553021 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5553078.000000 Penalty: 5297.946289
	Iteration 35Q: 3 clusters Score -5553078 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5553133.500000 Penalty: 5297.946289
	Iteration 36Q: 3 clusters Score -5553134 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5553200.500000 Penalty: 5297.946289
	Iteration 37Q: 3 clusters Score -5553200 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5553247.000000 Penalty: 5297.946289
	Iteration 38Q: 3 clusters Score -5553247 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5553282.000000 Penalty: 5297.946289
	Iteration 39Q: 3 clusters Score -5553282 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5553307.000000 Penalty: 5297.946289
	Iteration 40F: 3 clusters Score -5553307 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5553329.000000 Penalty: 5297.946289
	Iteration 41Q: 3 clusters Score -5553329 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5553348.000000 Penalty: 5297.946289
	Iteration 42Q: 3 clusters Score -5553348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5553362.000000 Penalty: 5297.946289
	Iteration 43Q: 3 clusters Score -5553362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5553380.500000 Penalty: 5297.946289
	Iteration 44Q: 3 clusters Score -5553380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5553411.000000 Penalty: 5297.946289
	Iteration 45Q: 3 clusters Score -5553411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5553424.500000 Penalty: 5297.946289
	Iteration 46Q: 3 clusters Score -5553424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5553443.500000 Penalty: 5297.946289
	Iteration 47Q: 3 clusters Score -5553444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5553460.500000 Penalty: 5297.946289
	Iteration 48Q: 3 clusters Score -5553460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5553461.000000 Penalty: 5297.946289
	Iteration 49Q: 3 clusters Score -5553461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5553465.500000 Penalty: 5297.946289
	Iteration 50Q: 3 clusters Score -5553466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5553472.000000 Penalty: 5297.946289
	Iteration 51Q: 3 clusters Score -5553472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5553467.000000 Penalty: 5297.946289
	Iteration 52Q: 3 clusters Score -5553467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5553475.000000 Penalty: 5297.946289
	Iteration 53Q: 3 clusters Score -5553475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5553479.000000 Penalty: 5297.946289
	Iteration 54Q: 3 clusters Score -5553479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5553481.000000 Penalty: 5297.946289
	Iteration 55Q: 3 clusters Score -5553481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5553485.500000 Penalty: 5297.946289
	Iteration 56Q: 3 clusters Score -5553486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5553483.000000 Penalty: 5297.946289
	Iteration 57Q: 3 clusters Score -5553483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5553485.000000 Penalty: 5297.946289
	Iteration 58Q: 3 clusters Score -5553485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5553489.000000 Penalty: 5297.946289
	Iteration 59Q: 3 clusters Score -5553489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5553498.500000 Penalty: 5297.946289
	Iteration 60F: 3 clusters Score -5553498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5553500.000000 Penalty: 5297.946289
	Iteration 61Q: 3 clusters Score -5553500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5553506.000000 Penalty: 5297.946289
	Iteration 62Q: 3 clusters Score -5553506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5553511.000000 Penalty: 5297.946289
	Iteration 63Q: 3 clusters Score -5553511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5553522.000000 Penalty: 5297.946289
	Iteration 64Q: 3 clusters Score -5553522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5553530.500000 Penalty: 5297.946289
	Iteration 65Q: 3 clusters Score -5553530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5553532.500000 Penalty: 5297.946289
	Iteration 66Q: 3 clusters Score -5553532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5553535.000000 Penalty: 5297.946289
	Iteration 67Q: 3 clusters Score -5553535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5553545.000000 Penalty: 5297.946289
	Iteration 68Q: 3 clusters Score -5553545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5553542.500000 Penalty: 5297.946289
	Iteration 69Q: 3 clusters Score -5553542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5553541.500000 Penalty: 5297.946289
	Iteration 70Q: 3 clusters Score -5553542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5553541.000000 Penalty: 5297.946289
	Iteration 71Q: 3 clusters Score -5553541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5553540.500000 Penalty: 5297.946289
	Iteration 72Q: 3 clusters Score -5553540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5553540.500000 Penalty: 5297.946289
	Iteration 73Q: 3 clusters Score -5553540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5553540.000000 Penalty: 5297.946289
	Iteration 74Q: 3 clusters Score -5553540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5553542.000000 Penalty: 5297.946289
	Iteration 75Q: 3 clusters Score -5553542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5553543.000000 Penalty: 5297.946289
	Iteration 76Q: 3 clusters Score -5553543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5553543.000000 Penalty: 5297.946289
	Iteration 77F: 3 clusters Score -5553543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 99446 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30154 members 
Mstep: Class 5 contains 33326 members 
Mstep: Class 6 contains 35852 members 
Mstep: Class 7 contains 25282 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 172980 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 273338 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 17 contains 178860 members 
Mstep: Class 18 contains 585 members 
Mstep: Class 19 contains 50081 members 
Mstep: Class 20 contains 43536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119277224.000000 Penalty: 64930.714844
Iteration 159Q: 20 clusters Score -1.192772e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 99371 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30156 members 
Mstep: Class 5 contains 33317 members 
Mstep: Class 6 contains 35855 members 
Mstep: Class 7 contains 25283 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 172949 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 273313 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 218 members 
Mstep: Class 15 contains 353 members 
Mstep: Class 17 contains 179013 members 
Mstep: Class 18 contains 585 members 
Mstep: Class 19 contains 50074 members 
Mstep: Class 20 contains 43527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284200.000000 Penalty: 64930.714844
Iteration 160F: 20 clusters Score -1.192842e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 99311 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30164 members 
Mstep: Class 5 contains 33310 members 
Mstep: Class 6 contains 35856 members 
Mstep: Class 7 contains 25281 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 172921 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 273310 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 239 members 
Mstep: Class 15 contains 468 members 
Mstep: Class 17 contains 179117 members 
Mstep: Class 18 contains 586 members 
Mstep: Class 19 contains 50066 members 
Mstep: Class 20 contains 43521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289560.000000 Penalty: 64930.714844
Iteration 161Q: 20 clusters Score -1.192896e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 99250 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30171 members 
Mstep: Class 5 contains 33309 members 
Mstep: Class 6 contains 35858 members 
Mstep: Class 7 contains 25279 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 172895 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 273314 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 242 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 17 contains 179210 members 
Mstep: Class 18 contains 590 members 
Mstep: Class 19 contains 50067 members 
Mstep: Class 20 contains 43503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289760.000000 Penalty: 64930.714844
Iteration 162Q: 20 clusters Score -1.192898e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 99163 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 30179 members 
Mstep: Class 5 contains 33309 members 
Mstep: Class 6 contains 35856 members 
Mstep: Class 7 contains 25276 members 
Mstep: Class 8 contains 2962 members 
Mstep: Class 9 contains 516 members 
Mstep: Class 10 contains 172886 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 273298 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 248 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 17 contains 179321 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 50072 members 
Mstep: Class 20 contains 43495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289832.000000 Penalty: 64930.714844
Iteration 163Q: 20 clusters Score -1.192898e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 99096 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 30193 members 
Mstep: Class 5 contains 33314 members 
Mstep: Class 6 contains 35856 members 
Mstep: Class 7 contains 25277 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 510 members 
Mstep: Class 10 contains 172868 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 273275 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 250 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 17 contains 179420 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 50062 members 
Mstep: Class 20 contains 43485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289992.000000 Penalty: 64930.714844
Iteration 164Q: 20 clusters Score -1.1929e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 99027 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30202 members 
Mstep: Class 5 contains 33314 members 
Mstep: Class 6 contains 35853 members 
Mstep: Class 7 contains 25275 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 504 members 
Mstep: Class 10 contains 172864 members 
Mstep: Class 11 contains 946 members 
Mstep: Class 12 contains 273290 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 17 contains 179487 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 50058 members 
Mstep: Class 20 contains 43470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290296.000000 Penalty: 64930.714844
Iteration 165Q: 20 clusters Score -1.192903e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 98965 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30213 members 
Mstep: Class 5 contains 33318 members 
Mstep: Class 6 contains 35847 members 
Mstep: Class 7 contains 25271 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172878 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 273280 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 17 contains 179557 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 50046 members 
Mstep: Class 20 contains 43466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290288.000000 Penalty: 64930.714844
Iteration 166Q: 20 clusters Score -1.192903e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 98891 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30221 members 
Mstep: Class 5 contains 33319 members 
Mstep: Class 6 contains 35851 members 
Mstep: Class 7 contains 25273 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172867 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 273278 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 17 contains 179644 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 50035 members 
Mstep: Class 20 contains 43461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290168.000000 Penalty: 64930.714844
Iteration 167Q: 20 clusters Score -1.192902e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 98830 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30226 members 
Mstep: Class 5 contains 33320 members 
Mstep: Class 6 contains 35845 members 
Mstep: Class 7 contains 25278 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172848 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 273284 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 17 contains 179729 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 50025 members 
Mstep: Class 20 contains 43456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290208.000000 Penalty: 64930.714844
Iteration 168Q: 20 clusters Score -1.192902e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 98785 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30231 members 
Mstep: Class 5 contains 33311 members 
Mstep: Class 6 contains 35842 members 
Mstep: Class 7 contains 25279 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172834 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 273292 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 17 contains 179796 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 50016 members 
Mstep: Class 20 contains 43455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290032.000000 Penalty: 64930.714844
Iteration 169Q: 20 clusters Score -1.1929e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 98738 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30239 members 
Mstep: Class 5 contains 33300 members 
Mstep: Class 6 contains 35844 members 
Mstep: Class 7 contains 25280 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172833 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 273291 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 17 contains 179859 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 50005 members 
Mstep: Class 20 contains 43453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290264.000000 Penalty: 64930.714844
Iteration 170Q: 20 clusters Score -1.192903e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 98693 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30245 members 
Mstep: Class 5 contains 33297 members 
Mstep: Class 6 contains 35843 members 
Mstep: Class 7 contains 25280 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172826 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 273310 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 17 contains 179900 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49996 members 
Mstep: Class 20 contains 43453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290472.000000 Penalty: 64930.714844
Iteration 171Q: 20 clusters Score -1.192905e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 98643 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30247 members 
Mstep: Class 5 contains 33299 members 
Mstep: Class 6 contains 35853 members 
Mstep: Class 7 contains 25284 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172820 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 273337 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 17 contains 179915 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49991 members 
Mstep: Class 20 contains 43453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290544.000000 Penalty: 64930.714844
Iteration 172Q: 20 clusters Score -1.192905e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 98580 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30250 members 
Mstep: Class 5 contains 33295 members 
Mstep: Class 6 contains 35858 members 
Mstep: Class 7 contains 25285 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172821 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 273365 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 17 contains 179954 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49983 members 
Mstep: Class 20 contains 43450 members 
Entering Unmasked Estep 
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Iteration 173Q: 20 clusters Score -1.192907e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 98508 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30253 members 
Mstep: Class 5 contains 33294 members 
Mstep: Class 6 contains 35859 members 
Mstep: Class 7 contains 25284 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172825 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 273398 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 17 contains 179996 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49978 members 
Mstep: Class 20 contains 43446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290744.000000 Penalty: 64930.714844
Iteration 174Q: 20 clusters Score -1.192907e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 98448 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30256 members 
Mstep: Class 5 contains 33295 members 
Mstep: Class 6 contains 35863 members 
Mstep: Class 7 contains 25285 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172835 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 273457 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 17 contains 179995 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49972 members 
Mstep: Class 20 contains 43434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290912.000000 Penalty: 64930.714844
Iteration 175Q: 20 clusters Score -1.192909e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 98378 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30255 members 
Mstep: Class 5 contains 33297 members 
Mstep: Class 6 contains 35867 members 
Mstep: Class 7 contains 25286 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172825 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 273532 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 17 contains 180014 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49963 members 
Mstep: Class 20 contains 43427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290920.000000 Penalty: 64930.714844
Iteration 176Q: 20 clusters Score -1.192909e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 98313 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30254 members 
Mstep: Class 5 contains 33296 members 
Mstep: Class 6 contains 35867 members 
Mstep: Class 7 contains 25282 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172819 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 273584 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 17 contains 180047 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49965 members 
Mstep: Class 20 contains 43422 members 
Entering Unmasked Estep 
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Iteration 177Q: 20 clusters Score -1.192909e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 98240 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30256 members 
Mstep: Class 5 contains 33290 members 
Mstep: Class 6 contains 35882 members 
Mstep: Class 7 contains 25281 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172811 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 273650 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 17 contains 180057 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49962 members 
Mstep: Class 20 contains 43421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290904.000000 Penalty: 64930.714844
Iteration 178Q: 20 clusters Score -1.192909e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 98169 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30257 members 
Mstep: Class 5 contains 33295 members 
Mstep: Class 6 contains 35890 members 
Mstep: Class 7 contains 25283 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172818 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 273748 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 17 contains 180008 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49961 members 
Mstep: Class 20 contains 43422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290928.000000 Penalty: 64930.714844
Iteration 179Q: 20 clusters Score -1.192909e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 98119 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30259 members 
Mstep: Class 5 contains 33293 members 
Mstep: Class 6 contains 35892 members 
Mstep: Class 7 contains 25282 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172809 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 273835 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 17 contains 179974 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49967 members 
Mstep: Class 20 contains 43422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291512.000000 Penalty: 64930.714844
Iteration 180F: 20 clusters Score -1.192915e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 98060 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30262 members 
Mstep: Class 5 contains 33288 members 
Mstep: Class 6 contains 35897 members 
Mstep: Class 7 contains 25279 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172818 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 273930 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 15 contains 478 members 
Mstep: Class 17 contains 179933 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49963 members 
Mstep: Class 20 contains 43423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291880.000000 Penalty: 64930.714844
Iteration 181Q: 20 clusters Score -1.192919e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 98000 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30265 members 
Mstep: Class 5 contains 33287 members 
Mstep: Class 6 contains 35898 members 
Mstep: Class 7 contains 25278 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172822 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 274007 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 17 contains 179916 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49964 members 
Mstep: Class 20 contains 43418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291880.000000 Penalty: 64930.714844
Iteration 182Q: 20 clusters Score -1.192919e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 97935 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30264 members 
Mstep: Class 5 contains 33285 members 
Mstep: Class 6 contains 35904 members 
Mstep: Class 7 contains 25275 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172820 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 274073 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 17 contains 179920 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49964 members 
Mstep: Class 20 contains 43416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291960.000000 Penalty: 64930.714844
Iteration 183Q: 20 clusters Score -1.19292e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 97870 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30264 members 
Mstep: Class 5 contains 33289 members 
Mstep: Class 6 contains 35904 members 
Mstep: Class 7 contains 25272 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172821 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 274139 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 17 contains 179926 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49963 members 
Mstep: Class 20 contains 43412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291856.000000 Penalty: 64930.714844
Iteration 184Q: 20 clusters Score -1.192919e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 97797 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30269 members 
Mstep: Class 5 contains 33290 members 
Mstep: Class 6 contains 35904 members 
Mstep: Class 7 contains 25273 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172813 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 274213 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 17 contains 179927 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49958 members 
Mstep: Class 20 contains 43414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291968.000000 Penalty: 64930.714844
Iteration 185Q: 20 clusters Score -1.19292e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 97744 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30269 members 
Mstep: Class 5 contains 33287 members 
Mstep: Class 6 contains 35909 members 
Mstep: Class 7 contains 25272 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172809 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 274272 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 17 contains 179925 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49960 members 
Mstep: Class 20 contains 43410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292064.000000 Penalty: 64930.714844
Iteration 186Q: 20 clusters Score -1.192921e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 97713 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30269 members 
Mstep: Class 5 contains 33285 members 
Mstep: Class 6 contains 35909 members 
Mstep: Class 7 contains 25270 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172807 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 274326 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 17 contains 179911 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49962 members 
Mstep: Class 20 contains 43405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292040.000000 Penalty: 64930.714844
Iteration 187Q: 20 clusters Score -1.19292e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 97690 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30266 members 
Mstep: Class 5 contains 33280 members 
Mstep: Class 6 contains 35912 members 
Mstep: Class 7 contains 25270 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172814 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 274365 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 17 contains 179890 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49966 members 
Mstep: Class 20 contains 43403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292048.000000 Penalty: 64930.714844
Iteration 188Q: 20 clusters Score -1.19292e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 97670 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30264 members 
Mstep: Class 5 contains 33275 members 
Mstep: Class 6 contains 35914 members 
Mstep: Class 7 contains 25270 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172820 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 274382 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 17 contains 179886 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49971 members 
Mstep: Class 20 contains 43402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291896.000000 Penalty: 64930.714844
Iteration 189Q: 20 clusters Score -1.192919e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 97638 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30266 members 
Mstep: Class 5 contains 33269 members 
Mstep: Class 6 contains 35915 members 
Mstep: Class 7 contains 25269 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172801 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 274433 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 17 contains 179886 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49974 members 
Mstep: Class 20 contains 43400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291984.000000 Penalty: 64930.714844
Iteration 190Q: 20 clusters Score -1.19292e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 97602 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30268 members 
Mstep: Class 5 contains 33265 members 
Mstep: Class 6 contains 35915 members 
Mstep: Class 7 contains 25270 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172799 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 274487 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 17 contains 179869 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49975 members 
Mstep: Class 20 contains 43399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292008.000000 Penalty: 64930.714844
Iteration 191Q: 20 clusters Score -1.19292e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 97559 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30265 members 
Mstep: Class 5 contains 33264 members 
Mstep: Class 6 contains 35919 members 
Mstep: Class 7 contains 25269 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172803 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 274559 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 17 contains 179838 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49975 members 
Mstep: Class 20 contains 43397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292104.000000 Penalty: 64930.714844
Iteration 192Q: 20 clusters Score -1.192921e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 97526 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30270 members 
Mstep: Class 5 contains 33263 members 
Mstep: Class 6 contains 35918 members 
Mstep: Class 7 contains 25268 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172807 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 274612 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 17 contains 179813 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49973 members 
Mstep: Class 20 contains 43398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292120.000000 Penalty: 64930.714844
Iteration 193Q: 20 clusters Score -1.192921e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 97493 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30275 members 
Mstep: Class 5 contains 33257 members 
Mstep: Class 6 contains 35916 members 
Mstep: Class 7 contains 25266 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172803 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 274651 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 17 contains 179815 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49974 members 
Mstep: Class 20 contains 43398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292136.000000 Penalty: 64930.714844
Iteration 194Q: 20 clusters Score -1.192921e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 97451 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30277 members 
Mstep: Class 5 contains 33251 members 
Mstep: Class 6 contains 35914 members 
Mstep: Class 7 contains 25267 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172804 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 274693 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 17 contains 179820 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49977 members 
Mstep: Class 20 contains 43393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292104.000000 Penalty: 64930.714844
Iteration 195Q: 20 clusters Score -1.192921e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 97416 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30278 members 
Mstep: Class 5 contains 33249 members 
Mstep: Class 6 contains 35915 members 
Mstep: Class 7 contains 25267 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172807 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 274748 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 17 contains 179798 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49979 members 
Mstep: Class 20 contains 43391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292064.000000 Penalty: 64930.714844
Iteration 196Q: 20 clusters Score -1.192921e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 97379 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30280 members 
Mstep: Class 5 contains 33245 members 
Mstep: Class 6 contains 35918 members 
Mstep: Class 7 contains 25265 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172802 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 274813 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 17 contains 179777 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49980 members 
Mstep: Class 20 contains 43389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292008.000000 Penalty: 64930.714844
Iteration 197Q: 20 clusters Score -1.19292e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 97334 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30278 members 
Mstep: Class 5 contains 33243 members 
Mstep: Class 6 contains 35924 members 
Mstep: Class 7 contains 25267 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172797 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 274888 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 17 contains 179747 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49982 members 
Mstep: Class 20 contains 43388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291936.000000 Penalty: 64930.714844
Iteration 198Q: 20 clusters Score -1.192919e+08 nChanged 200
Entering ConstructFrom: 
Score: -119291936.000000 Penalty: 64930.714844
Entering ConstructFrom: 
Trying to split cluster 1 (13586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Entering Unmasked Estep 
Score: -1622303.500000 Penalty: 2360.165283
	Iteration 0F: 2 clusters Score -1622304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1612540.375000 Penalty: 4720.330566
	Iteration 0F: 3 clusters Score -1612540 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1615655.125000 Penalty: 4720.330566
	Iteration 1F: 3 clusters Score -1615655 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1616055.125000 Penalty: 4720.330566
	Iteration 2F: 3 clusters Score -1616055 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1616422.875000 Penalty: 4720.330566
	Iteration 3F: 3 clusters Score -1616423 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1616826.250000 Penalty: 4720.330566
	Iteration 4Q: 3 clusters Score -1616826 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1617329.750000 Penalty: 4720.330566
	Iteration 5F: 3 clusters Score -1617330 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1617998.875000 Penalty: 4720.330566
	Iteration 6F: 3 clusters Score -1617999 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1618750.000000 Penalty: 4720.330566
	Iteration 7F: 3 clusters Score -1618750 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1619473.375000 Penalty: 4720.330566
	Iteration 8F: 3 clusters Score -1619473 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1619990.625000 Penalty: 4720.330566
	Iteration 9F: 3 clusters Score -1619991 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1620297.500000 Penalty: 4720.330566
	Iteration 10Q: 3 clusters Score -1620298 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1620503.250000 Penalty: 4720.330566
	Iteration 11Q: 3 clusters Score -1620503 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1620639.500000 Penalty: 4720.330566
	Iteration 12Q: 3 clusters Score -1620640 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1620732.500000 Penalty: 4720.330566
	Iteration 13Q: 3 clusters Score -1620732 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1620798.875000 Penalty: 4720.330566
	Iteration 14Q: 3 clusters Score -1620799 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1620846.500000 Penalty: 4720.330566
	Iteration 15Q: 3 clusters Score -1620846 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1620883.250000 Penalty: 4720.330566
	Iteration 16Q: 3 clusters Score -1620883 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1620907.750000 Penalty: 4720.330566
	Iteration 17Q: 3 clusters Score -1620908 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1620926.000000 Penalty: 4720.330566
	Iteration 18Q: 3 clusters Score -1620926 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1620944.000000 Penalty: 4720.330566
	Iteration 19Q: 3 clusters Score -1620944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1620964.000000 Penalty: 4720.330566
	Iteration 20F: 3 clusters Score -1620964 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1620976.750000 Penalty: 4720.330566
	Iteration 21Q: 3 clusters Score -1620977 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1620995.750000 Penalty: 4720.330566
	Iteration 22Q: 3 clusters Score -1620996 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1621018.000000 Penalty: 4720.330566
	Iteration 23Q: 3 clusters Score -1621018 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1621030.250000 Penalty: 4720.330566
	Iteration 24Q: 3 clusters Score -1621030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1621041.500000 Penalty: 4720.330566
	Iteration 25Q: 3 clusters Score -1621042 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1621059.125000 Penalty: 4720.330566
	Iteration 26Q: 3 clusters Score -1621059 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1621071.625000 Penalty: 4720.330566
	Iteration 27Q: 3 clusters Score -1621072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1621085.250000 Penalty: 4720.330566
	Iteration 28Q: 3 clusters Score -1621085 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1621092.375000 Penalty: 4720.330566
	Iteration 29Q: 3 clusters Score -1621092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1621106.875000 Penalty: 4720.330566
	Iteration 30Q: 3 clusters Score -1621107 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1621116.625000 Penalty: 4720.330566
	Iteration 31Q: 3 clusters Score -1621117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1621126.875000 Penalty: 4720.330566
	Iteration 32Q: 3 clusters Score -1621127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1621138.625000 Penalty: 4720.330566
	Iteration 33Q: 3 clusters Score -1621139 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1621144.875000 Penalty: 4720.330566
	Iteration 34Q: 3 clusters Score -1621145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1621156.500000 Penalty: 4720.330566
	Iteration 35Q: 3 clusters Score -1621156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1621170.125000 Penalty: 4720.330566
	Iteration 36Q: 3 clusters Score -1621170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1621177.625000 Penalty: 4720.330566
	Iteration 37Q: 3 clusters Score -1621178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1621193.500000 Penalty: 4720.330566
	Iteration 38Q: 3 clusters Score -1621194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1621197.625000 Penalty: 4720.330566
	Iteration 39Q: 3 clusters Score -1621198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1621205.500000 Penalty: 4720.330566
	Iteration 40F: 3 clusters Score -1621206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1621215.750000 Penalty: 4720.330566
	Iteration 41Q: 3 clusters Score -1621216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1621221.875000 Penalty: 4720.330566
	Iteration 42Q: 3 clusters Score -1621222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1621233.125000 Penalty: 4720.330566
	Iteration 43Q: 3 clusters Score -1621233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1621237.250000 Penalty: 4720.330566
	Iteration 44Q: 3 clusters Score -1621237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1621244.250000 Penalty: 4720.330566
	Iteration 45Q: 3 clusters Score -1621244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1621252.125000 Penalty: 4720.330566
	Iteration 46Q: 3 clusters Score -1621252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1621261.250000 Penalty: 4720.330566
	Iteration 47Q: 3 clusters Score -1621261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1621273.375000 Penalty: 4720.330566
	Iteration 48Q: 3 clusters Score -1621273 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1621290.625000 Penalty: 4720.330566
	Iteration 49Q: 3 clusters Score -1621291 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1621312.000000 Penalty: 4720.330566
	Iteration 50Q: 3 clusters Score -1621312 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1621339.500000 Penalty: 4720.330566
	Iteration 51Q: 3 clusters Score -1621340 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1621373.750000 Penalty: 4720.330566
	Iteration 52Q: 3 clusters Score -1621374 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1621415.000000 Penalty: 4720.330566
	Iteration 53Q: 3 clusters Score -1621415 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1621465.500000 Penalty: 4720.330566
	Iteration 54Q: 3 clusters Score -1621466 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1621509.875000 Penalty: 4720.330566
	Iteration 55Q: 3 clusters Score -1621510 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1621552.250000 Penalty: 4720.330566
	Iteration 56Q: 3 clusters Score -1621552 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1621597.625000 Penalty: 4720.330566
	Iteration 57Q: 3 clusters Score -1621598 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1621640.750000 Penalty: 4720.330566
	Iteration 58Q: 3 clusters Score -1621641 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1621697.500000 Penalty: 4720.330566
	Iteration 59Q: 3 clusters Score -1621698 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1621726.375000 Penalty: 4720.330566
	Iteration 60F: 3 clusters Score -1621726 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1621748.750000 Penalty: 4720.330566
	Iteration 61Q: 3 clusters Score -1621749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1621768.250000 Penalty: 4720.330566
	Iteration 62Q: 3 clusters Score -1621768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1621781.875000 Penalty: 4720.330566
	Iteration 63Q: 3 clusters Score -1621782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1621790.875000 Penalty: 4720.330566
	Iteration 64Q: 3 clusters Score -1621791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1621795.625000 Penalty: 4720.330566
	Iteration 65Q: 3 clusters Score -1621796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1621800.375000 Penalty: 4720.330566
	Iteration 66Q: 3 clusters Score -1621800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1621805.125000 Penalty: 4720.330566
	Iteration 67Q: 3 clusters Score -1621805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1621805.500000 Penalty: 4720.330566
	Iteration 68Q: 3 clusters Score -1621806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1621805.375000 Penalty: 4720.330566
	Iteration 69Q: 3 clusters Score -1621805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1621810.125000 Penalty: 4720.330566
	Iteration 70Q: 3 clusters Score -1621810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1621809.500000 Penalty: 4720.330566
	Iteration 71Q: 3 clusters Score -1621810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1621810.250000 Penalty: 4720.330566
	Iteration 72Q: 3 clusters Score -1621810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1621812.625000 Penalty: 4720.330566
	Iteration 73Q: 3 clusters Score -1621813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1621815.625000 Penalty: 4720.330566
	Iteration 74Q: 3 clusters Score -1621816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1621818.250000 Penalty: 4720.330566
	Iteration 75Q: 3 clusters Score -1621818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1621814.000000 Penalty: 4720.330566
	Iteration 76Q: 3 clusters Score -1621814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1621816.125000 Penalty: 4720.330566
	Iteration 77Q: 3 clusters Score -1621816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1621819.125000 Penalty: 4720.330566
	Iteration 78Q: 3 clusters Score -1621819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1621818.875000 Penalty: 4720.330566
	Iteration 79Q: 3 clusters Score -1621819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1621823.625000 Penalty: 4720.330566
	Iteration 80F: 3 clusters Score -1621824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1621825.750000 Penalty: 4720.330566
	Iteration 81Q: 3 clusters Score -1621826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1621826.250000 Penalty: 4720.330566
	Iteration 82Q: 3 clusters Score -1621826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1621829.375000 Penalty: 4720.330566
	Iteration 83Q: 3 clusters Score -1621829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1621829.375000 Penalty: 4720.330566
	Iteration 84F: 3 clusters Score -1621829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (97287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97287 members 
Entering Unmasked Estep 
Score: -12313253.000000 Penalty: 2848.384277
	Iteration 0F: 2 clusters Score -1.231325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -12248383.000000 Penalty: 5696.768555
	Iteration 0F: 3 clusters Score -1.224838e+07 nChanged 45807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -12274339.000000 Penalty: 5696.768555
	Iteration 1F: 3 clusters Score -1.227434e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -12274925.000000 Penalty: 5696.768555
	Iteration 2Q: 3 clusters Score -1.227492e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -12275556.000000 Penalty: 5696.768555
	Iteration 3Q: 3 clusters Score -1.227556e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -12276295.000000 Penalty: 5696.768555
	Iteration 4Q: 3 clusters Score -1.22763e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -12277244.000000 Penalty: 5696.768555
	Iteration 5Q: 3 clusters Score -1.227724e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -12278471.000000 Penalty: 5696.768555
	Iteration 6Q: 3 clusters Score -1.227847e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -12280377.000000 Penalty: 5696.768555
	Iteration 7Q: 3 clusters Score -1.228038e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -12283029.000000 Penalty: 5696.768555
	Iteration 8Q: 3 clusters Score -1.228303e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67699 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -12286816.000000 Penalty: 5696.768555
	Iteration 9F: 3 clusters Score -1.228682e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -12291331.000000 Penalty: 5696.768555
	Iteration 10F: 3 clusters Score -1.229133e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79350 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -12296213.000000 Penalty: 5696.768555
	Iteration 11F: 3 clusters Score -1.229621e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -12300935.000000 Penalty: 5696.768555
	Iteration 12F: 3 clusters Score -1.230094e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89420 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -12304643.000000 Penalty: 5696.768555
	Iteration 13Q: 3 clusters Score -1.230464e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92508 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -12307147.000000 Penalty: 5696.768555
	Iteration 14Q: 3 clusters Score -1.230715e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94513 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -12308728.000000 Penalty: 5696.768555
	Iteration 15Q: 3 clusters Score -1.230873e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95622 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -12309614.000000 Penalty: 5696.768555
	Iteration 16Q: 3 clusters Score -1.230961e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96205 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -12310093.000000 Penalty: 5696.768555
	Iteration 17Q: 3 clusters Score -1.231009e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96491 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -12310329.000000 Penalty: 5696.768555
	Iteration 18Q: 3 clusters Score -1.231033e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96639 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -12310445.000000 Penalty: 5696.768555
	Iteration 19Q: 3 clusters Score -1.231044e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96712 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -12310522.000000 Penalty: 5696.768555
	Iteration 20F: 3 clusters Score -1.231052e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96763 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12310561.000000 Penalty: 5696.768555
	Iteration 21Q: 3 clusters Score -1.231056e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96796 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -12310598.000000 Penalty: 5696.768555
	Iteration 22Q: 3 clusters Score -1.23106e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96825 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12310632.000000 Penalty: 5696.768555
	Iteration 23Q: 3 clusters Score -1.231063e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96846 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -12310657.000000 Penalty: 5696.768555
	Iteration 24Q: 3 clusters Score -1.231066e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96871 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -12310692.000000 Penalty: 5696.768555
	Iteration 25Q: 3 clusters Score -1.231069e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96883 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12310694.000000 Penalty: 5696.768555
	Iteration 26Q: 3 clusters Score -1.231069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96887 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -12310704.000000 Penalty: 5696.768555
	Iteration 27Q: 3 clusters Score -1.23107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96895 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -12310710.000000 Penalty: 5696.768555
	Iteration 28Q: 3 clusters Score -1.231071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96905 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -12310712.000000 Penalty: 5696.768555
	Iteration 29Q: 3 clusters Score -1.231071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96906 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -12310716.000000 Penalty: 5696.768555
	Iteration 30Q: 3 clusters Score -1.231072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96906 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -12310714.000000 Penalty: 5696.768555
	Iteration 31Q: 3 clusters Score -1.231071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96906 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -12310719.000000 Penalty: 5696.768555
	Iteration 32Q: 3 clusters Score -1.231072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96906 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -12310719.000000 Penalty: 5696.768555
	Iteration 33F: 3 clusters Score -1.231072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -259013.078125 Penalty: 1905.255615
	Iteration 0F: 2 clusters Score -259013.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -256294.828125 Penalty: 3810.511230
	Iteration 0F: 3 clusters Score -256294.8 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -256774.500000 Penalty: 3810.511230
	Iteration 1F: 3 clusters Score -256774.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -256900.968750 Penalty: 3810.511230
	Iteration 2F: 3 clusters Score -256901 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -256987.343750 Penalty: 3810.511230
	Iteration 3Q: 3 clusters Score -256987.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -257061.078125 Penalty: 3810.511230
	Iteration 4Q: 3 clusters Score -257061.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -257135.531250 Penalty: 3810.511230
	Iteration 5Q: 3 clusters Score -257135.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -257212.875000 Penalty: 3810.511230
	Iteration 6Q: 3 clusters Score -257212.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -257291.375000 Penalty: 3810.511230
	Iteration 7Q: 3 clusters Score -257291.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -257360.640625 Penalty: 3810.511230
	Iteration 8Q: 3 clusters Score -257360.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -257416.750000 Penalty: 3810.511230
	Iteration 9Q: 3 clusters Score -257416.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -257467.078125 Penalty: 3810.511230
	Iteration 10Q: 3 clusters Score -257467.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -257541.140625 Penalty: 3810.511230
	Iteration 11Q: 3 clusters Score -257541.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -257653.203125 Penalty: 3810.511230
	Iteration 12Q: 3 clusters Score -257653.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -257774.312500 Penalty: 3810.511230
	Iteration 13Q: 3 clusters Score -257774.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -257902.953125 Penalty: 3810.511230
	Iteration 14Q: 3 clusters Score -257903 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -257998.000000 Penalty: 3810.511230
	Iteration 15Q: 3 clusters Score -257998 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -258050.546875 Penalty: 3810.511230
	Iteration 16Q: 3 clusters Score -258050.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -258084.281250 Penalty: 3810.511230
	Iteration 17Q: 3 clusters Score -258084.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -258101.296875 Penalty: 3810.511230
	Iteration 18Q: 3 clusters Score -258101.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -258114.078125 Penalty: 3810.511230
	Iteration 19Q: 3 clusters Score -258114.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -258130.734375 Penalty: 3810.511230
	Iteration 20F: 3 clusters Score -258130.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -258143.312500 Penalty: 3810.511230
	Iteration 21Q: 3 clusters Score -258143.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -258156.937500 Penalty: 3810.511230
	Iteration 22Q: 3 clusters Score -258156.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -258169.718750 Penalty: 3810.511230
	Iteration 23Q: 3 clusters Score -258169.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -258179.750000 Penalty: 3810.511230
	Iteration 24Q: 3 clusters Score -258179.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -258186.125000 Penalty: 3810.511230
	Iteration 25Q: 3 clusters Score -258186.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -258194.546875 Penalty: 3810.511230
	Iteration 26Q: 3 clusters Score -258194.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -258198.250000 Penalty: 3810.511230
	Iteration 27Q: 3 clusters Score -258198.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -258199.484375 Penalty: 3810.511230
	Iteration 28Q: 3 clusters Score -258199.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -258199.921875 Penalty: 3810.511230
	Iteration 29Q: 3 clusters Score -258199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -258199.921875 Penalty: 3810.511230
	Iteration 30F: 3 clusters Score -258199.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Entering Unmasked Estep 
Score: -3863670.750000 Penalty: 2558.916016
	Iteration 0F: 2 clusters Score -3863671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -3842761.500000 Penalty: 5117.832031
	Iteration 0F: 3 clusters Score -3842762 nChanged 13669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3850138.500000 Penalty: 5117.832031
	Iteration 1F: 3 clusters Score -3850138 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3850554.250000 Penalty: 5117.832031
	Iteration 2Q: 3 clusters Score -3850554 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -3850877.750000 Penalty: 5117.832031
	Iteration 3Q: 3 clusters Score -3850878 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -3851159.750000 Penalty: 5117.832031
	Iteration 4Q: 3 clusters Score -3851160 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -3851409.250000 Penalty: 5117.832031
	Iteration 5Q: 3 clusters Score -3851409 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -3851594.250000 Penalty: 5117.832031
	Iteration 6Q: 3 clusters Score -3851594 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -3851794.000000 Penalty: 5117.832031
	Iteration 7Q: 3 clusters Score -3851794 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -3852069.750000 Penalty: 5117.832031
	Iteration 8Q: 3 clusters Score -3852070 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -3852424.500000 Penalty: 5117.832031
	Iteration 9Q: 3 clusters Score -3852424 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3852890.750000 Penalty: 5117.832031
	Iteration 10Q: 3 clusters Score -3852891 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -3853695.750000 Penalty: 5117.832031
	Iteration 11Q: 3 clusters Score -3853696 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3854821.500000 Penalty: 5117.832031
	Iteration 12F: 3 clusters Score -3854822 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -3856318.750000 Penalty: 5117.832031
	Iteration 13F: 3 clusters Score -3856319 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -3858143.250000 Penalty: 5117.832031
	Iteration 14F: 3 clusters Score -3858143 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3859685.250000 Penalty: 5117.832031
	Iteration 15F: 3 clusters Score -3859685 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3860585.250000 Penalty: 5117.832031
	Iteration 16Q: 3 clusters Score -3860585 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3861044.000000 Penalty: 5117.832031
	Iteration 17Q: 3 clusters Score -3861044 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3861256.250000 Penalty: 5117.832031
	Iteration 18Q: 3 clusters Score -3861256 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3861340.750000 Penalty: 5117.832031
	Iteration 19Q: 3 clusters Score -3861341 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3861395.750000 Penalty: 5117.832031
	Iteration 20F: 3 clusters Score -3861396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3861416.500000 Penalty: 5117.832031
	Iteration 21Q: 3 clusters Score -3861416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3861422.000000 Penalty: 5117.832031
	Iteration 22Q: 3 clusters Score -3861422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3861438.250000 Penalty: 5117.832031
	Iteration 23Q: 3 clusters Score -3861438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3861445.000000 Penalty: 5117.832031
	Iteration 24Q: 3 clusters Score -3861445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3861448.000000 Penalty: 5117.832031
	Iteration 25Q: 3 clusters Score -3861448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3861453.500000 Penalty: 5117.832031
	Iteration 26Q: 3 clusters Score -3861454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3861464.000000 Penalty: 5117.832031
	Iteration 27Q: 3 clusters Score -3861464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3861466.000000 Penalty: 5117.832031
	Iteration 28Q: 3 clusters Score -3861466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3861471.250000 Penalty: 5117.832031
	Iteration 29Q: 3 clusters Score -3861471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3861471.250000 Penalty: 5117.832031
	Iteration 30F: 3 clusters Score -3861471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Entering Unmasked Estep 
Score: -4240482.000000 Penalty: 2582.076660
	Iteration 0F: 2 clusters Score -4240482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -4217894.500000 Penalty: 5164.153320
	Iteration 0F: 3 clusters Score -4217894 nChanged 14969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -4226006.000000 Penalty: 5164.153320
	Iteration 1F: 3 clusters Score -4226006 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -4226609.500000 Penalty: 5164.153320
	Iteration 2Q: 3 clusters Score -4226610 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -4227267.000000 Penalty: 5164.153320
	Iteration 3Q: 3 clusters Score -4227267 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -4228076.500000 Penalty: 5164.153320
	Iteration 4Q: 3 clusters Score -4228076 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -4229013.500000 Penalty: 5164.153320
	Iteration 5Q: 3 clusters Score -4229014 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -4230112.500000 Penalty: 5164.153320
	Iteration 6F: 3 clusters Score -4230112 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -4231382.500000 Penalty: 5164.153320
	Iteration 7F: 3 clusters Score -4231382 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -4232785.000000 Penalty: 5164.153320
	Iteration 8F: 3 clusters Score -4232785 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -4234041.500000 Penalty: 5164.153320
	Iteration 9F: 3 clusters Score -4234042 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -4234866.000000 Penalty: 5164.153320
	Iteration 10Q: 3 clusters Score -4234866 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -4235264.000000 Penalty: 5164.153320
	Iteration 11Q: 3 clusters Score -4235264 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -4235420.500000 Penalty: 5164.153320
	Iteration 12Q: 3 clusters Score -4235420 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -4235505.000000 Penalty: 5164.153320
	Iteration 13Q: 3 clusters Score -4235505 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -4235586.500000 Penalty: 5164.153320
	Iteration 14Q: 3 clusters Score -4235586 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -4235619.000000 Penalty: 5164.153320
	Iteration 15Q: 3 clusters Score -4235619 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -4235686.500000 Penalty: 5164.153320
	Iteration 16Q: 3 clusters Score -4235686 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -4235733.500000 Penalty: 5164.153320
	Iteration 17Q: 3 clusters Score -4235734 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -4235782.500000 Penalty: 5164.153320
	Iteration 18Q: 3 clusters Score -4235782 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -4235838.500000 Penalty: 5164.153320
	Iteration 19Q: 3 clusters Score -4235838 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -4235877.500000 Penalty: 5164.153320
	Iteration 20F: 3 clusters Score -4235878 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -4235922.500000 Penalty: 5164.153320
	Iteration 21Q: 3 clusters Score -4235922 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -4235974.500000 Penalty: 5164.153320
	Iteration 22Q: 3 clusters Score -4235974 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -4236008.000000 Penalty: 5164.153320
	Iteration 23Q: 3 clusters Score -4236008 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -4236041.000000 Penalty: 5164.153320
	Iteration 24Q: 3 clusters Score -4236041 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -4236099.000000 Penalty: 5164.153320
	Iteration 25Q: 3 clusters Score -4236099 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -4236128.000000 Penalty: 5164.153320
	Iteration 26Q: 3 clusters Score -4236128 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -4236162.000000 Penalty: 5164.153320
	Iteration 27Q: 3 clusters Score -4236162 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -4236210.500000 Penalty: 5164.153320
	Iteration 28Q: 3 clusters Score -4236210 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -4236265.500000 Penalty: 5164.153320
	Iteration 29Q: 3 clusters Score -4236266 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -4236314.500000 Penalty: 5164.153320
	Iteration 30Q: 3 clusters Score -4236314 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -4236332.000000 Penalty: 5164.153320
	Iteration 31Q: 3 clusters Score -4236332 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -4236381.500000 Penalty: 5164.153320
	Iteration 32Q: 3 clusters Score -4236382 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -4236396.000000 Penalty: 5164.153320
	Iteration 33Q: 3 clusters Score -4236396 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -4236448.000000 Penalty: 5164.153320
	Iteration 34Q: 3 clusters Score -4236448 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -4236466.000000 Penalty: 5164.153320
	Iteration 35Q: 3 clusters Score -4236466 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -4236527.500000 Penalty: 5164.153320
	Iteration 36Q: 3 clusters Score -4236528 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -4236561.000000 Penalty: 5164.153320
	Iteration 37Q: 3 clusters Score -4236561 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -4236587.000000 Penalty: 5164.153320
	Iteration 38Q: 3 clusters Score -4236587 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -4236645.500000 Penalty: 5164.153320
	Iteration 39Q: 3 clusters Score -4236646 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -4236682.500000 Penalty: 5164.153320
	Iteration 40F: 3 clusters Score -4236682 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -4236712.500000 Penalty: 5164.153320
	Iteration 41Q: 3 clusters Score -4236712 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -4236752.000000 Penalty: 5164.153320
	Iteration 42Q: 3 clusters Score -4236752 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -4236763.000000 Penalty: 5164.153320
	Iteration 43Q: 3 clusters Score -4236763 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -4236835.500000 Penalty: 5164.153320
	Iteration 44Q: 3 clusters Score -4236836 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -4236879.000000 Penalty: 5164.153320
	Iteration 45Q: 3 clusters Score -4236879 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -4236913.500000 Penalty: 5164.153320
	Iteration 46Q: 3 clusters Score -4236914 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -4236942.500000 Penalty: 5164.153320
	Iteration 47Q: 3 clusters Score -4236942 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -4236987.000000 Penalty: 5164.153320
	Iteration 48Q: 3 clusters Score -4236987 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -4237022.500000 Penalty: 5164.153320
	Iteration 49Q: 3 clusters Score -4237022 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -4237079.500000 Penalty: 5164.153320
	Iteration 50Q: 3 clusters Score -4237080 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -4237119.000000 Penalty: 5164.153320
	Iteration 51Q: 3 clusters Score -4237119 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -4237160.500000 Penalty: 5164.153320
	Iteration 52Q: 3 clusters Score -4237160 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -4237193.000000 Penalty: 5164.153320
	Iteration 53Q: 3 clusters Score -4237193 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -4237235.500000 Penalty: 5164.153320
	Iteration 54Q: 3 clusters Score -4237236 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -4237297.000000 Penalty: 5164.153320
	Iteration 55Q: 3 clusters Score -4237297 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -4237344.500000 Penalty: 5164.153320
	Iteration 56Q: 3 clusters Score -4237344 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -4237387.500000 Penalty: 5164.153320
	Iteration 57Q: 3 clusters Score -4237388 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -4237426.500000 Penalty: 5164.153320
	Iteration 58Q: 3 clusters Score -4237426 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -4237471.000000 Penalty: 5164.153320
	Iteration 59Q: 3 clusters Score -4237471 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -4237521.000000 Penalty: 5164.153320
	Iteration 60F: 3 clusters Score -4237521 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -4237597.000000 Penalty: 5164.153320
	Iteration 61Q: 3 clusters Score -4237597 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -4237669.000000 Penalty: 5164.153320
	Iteration 62Q: 3 clusters Score -4237669 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -4237722.000000 Penalty: 5164.153320
	Iteration 63Q: 3 clusters Score -4237722 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -4237791.500000 Penalty: 5164.153320
	Iteration 64Q: 3 clusters Score -4237792 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -4237826.000000 Penalty: 5164.153320
	Iteration 65Q: 3 clusters Score -4237826 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -4237852.500000 Penalty: 5164.153320
	Iteration 66Q: 3 clusters Score -4237852 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -4237879.500000 Penalty: 5164.153320
	Iteration 67Q: 3 clusters Score -4237880 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -4237922.500000 Penalty: 5164.153320
	Iteration 68Q: 3 clusters Score -4237922 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -4237962.500000 Penalty: 5164.153320
	Iteration 69Q: 3 clusters Score -4237962 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4237991.500000 Penalty: 5164.153320
	Iteration 70Q: 3 clusters Score -4237992 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4238020.000000 Penalty: 5164.153320
	Iteration 71Q: 3 clusters Score -4238020 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4238053.000000 Penalty: 5164.153320
	Iteration 72Q: 3 clusters Score -4238053 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4238072.500000 Penalty: 5164.153320
	Iteration 73Q: 3 clusters Score -4238072 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -4238108.000000 Penalty: 5164.153320
	Iteration 74Q: 3 clusters Score -4238108 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4238129.500000 Penalty: 5164.153320
	Iteration 75Q: 3 clusters Score -4238130 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4238144.000000 Penalty: 5164.153320
	Iteration 76Q: 3 clusters Score -4238144 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4238166.500000 Penalty: 5164.153320
	Iteration 77Q: 3 clusters Score -4238166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4238173.000000 Penalty: 5164.153320
	Iteration 78Q: 3 clusters Score -4238173 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4238186.500000 Penalty: 5164.153320
	Iteration 79Q: 3 clusters Score -4238186 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4238201.500000 Penalty: 5164.153320
	Iteration 80F: 3 clusters Score -4238202 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4238212.000000 Penalty: 5164.153320
	Iteration 81Q: 3 clusters Score -4238212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4238226.000000 Penalty: 5164.153320
	Iteration 82Q: 3 clusters Score -4238226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4238238.500000 Penalty: 5164.153320
	Iteration 83Q: 3 clusters Score -4238238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4238250.000000 Penalty: 5164.153320
	Iteration 84Q: 3 clusters Score -4238250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4238260.000000 Penalty: 5164.153320
	Iteration 85Q: 3 clusters Score -4238260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4238270.500000 Penalty: 5164.153320
	Iteration 86Q: 3 clusters Score -4238270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4238280.500000 Penalty: 5164.153320
	Iteration 87Q: 3 clusters Score -4238280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4238278.500000 Penalty: 5164.153320
	Iteration 88Q: 3 clusters Score -4238278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4238293.500000 Penalty: 5164.153320
	Iteration 89Q: 3 clusters Score -4238294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4238300.000000 Penalty: 5164.153320
	Iteration 90Q: 3 clusters Score -4238300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4238309.000000 Penalty: 5164.153320
	Iteration 91Q: 3 clusters Score -4238309 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4238314.500000 Penalty: 5164.153320
	Iteration 92Q: 3 clusters Score -4238314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4238328.500000 Penalty: 5164.153320
	Iteration 93Q: 3 clusters Score -4238328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4238338.000000 Penalty: 5164.153320
	Iteration 94Q: 3 clusters Score -4238338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4238346.500000 Penalty: 5164.153320
	Iteration 95Q: 3 clusters Score -4238346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4238356.000000 Penalty: 5164.153320
	Iteration 96Q: 3 clusters Score -4238356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4238367.000000 Penalty: 5164.153320
	Iteration 97Q: 3 clusters Score -4238367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4238372.000000 Penalty: 5164.153320
	Iteration 98Q: 3 clusters Score -4238372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4238377.500000 Penalty: 5164.153320
	Iteration 99Q: 3 clusters Score -4238378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4238393.500000 Penalty: 5164.153320
	Iteration 100F: 3 clusters Score -4238394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4238403.000000 Penalty: 5164.153320
	Iteration 101Q: 3 clusters Score -4238403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4238411.500000 Penalty: 5164.153320
	Iteration 102Q: 3 clusters Score -4238412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4238402.000000 Penalty: 5164.153320
	Iteration 103Q: 3 clusters Score -4238402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4238410.500000 Penalty: 5164.153320
	Iteration 104Q: 3 clusters Score -4238410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4238425.500000 Penalty: 5164.153320
	Iteration 105Q: 3 clusters Score -4238426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4238433.000000 Penalty: 5164.153320
	Iteration 106Q: 3 clusters Score -4238433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4238435.500000 Penalty: 5164.153320
	Iteration 107Q: 3 clusters Score -4238436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4238441.000000 Penalty: 5164.153320
	Iteration 108Q: 3 clusters Score -4238441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4238441.000000 Penalty: 5164.153320
	Iteration 109Q: 3 clusters Score -4238441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4238442.500000 Penalty: 5164.153320
	Iteration 110Q: 3 clusters Score -4238442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4238444.500000 Penalty: 5164.153320
	Iteration 111Q: 3 clusters Score -4238444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4238444.500000 Penalty: 5164.153320
	Iteration 112Q: 3 clusters Score -4238444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4238446.000000 Penalty: 5164.153320
	Iteration 113Q: 3 clusters Score -4238446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4238445.000000 Penalty: 5164.153320
	Iteration 114Q: 3 clusters Score -4238445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4238442.000000 Penalty: 5164.153320
	Iteration 115Q: 3 clusters Score -4238442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4238445.000000 Penalty: 5164.153320
	Iteration 116Q: 3 clusters Score -4238445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4238442.500000 Penalty: 5164.153320
	Iteration 117Q: 3 clusters Score -4238442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4238448.000000 Penalty: 5164.153320
	Iteration 118Q: 3 clusters Score -4238448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4238448.000000 Penalty: 5164.153320
	Iteration 119Q: 3 clusters Score -4238448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4238450.500000 Penalty: 5164.153320
	Iteration 120F: 3 clusters Score -4238450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4238449.500000 Penalty: 5164.153320
	Iteration 121Q: 3 clusters Score -4238450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4238451.000000 Penalty: 5164.153320
	Iteration 122Q: 3 clusters Score -4238451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4238456.000000 Penalty: 5164.153320
	Iteration 123Q: 3 clusters Score -4238456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4238453.500000 Penalty: 5164.153320
	Iteration 124Q: 3 clusters Score -4238454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4238453.500000 Penalty: 5164.153320
	Iteration 125Q: 3 clusters Score -4238454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4238456.500000 Penalty: 5164.153320
	Iteration 126Q: 3 clusters Score -4238456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4238456.500000 Penalty: 5164.153320
	Iteration 127Q: 3 clusters Score -4238456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4238463.000000 Penalty: 5164.153320
	Iteration 128Q: 3 clusters Score -4238463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4238467.500000 Penalty: 5164.153320
	Iteration 129Q: 3 clusters Score -4238468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4238464.500000 Penalty: 5164.153320
	Iteration 130Q: 3 clusters Score -4238464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4238465.500000 Penalty: 5164.153320
	Iteration 131Q: 3 clusters Score -4238466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4238466.500000 Penalty: 5164.153320
	Iteration 132Q: 3 clusters Score -4238466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4238470.500000 Penalty: 5164.153320
	Iteration 133Q: 3 clusters Score -4238470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4238465.000000 Penalty: 5164.153320
	Iteration 134Q: 3 clusters Score -4238465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4238466.000000 Penalty: 5164.153320
	Iteration 135Q: 3 clusters Score -4238466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4238466.000000 Penalty: 5164.153320
	Iteration 136F: 3 clusters Score -4238466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Entering Unmasked Estep 
Score: -4583325.000000 Penalty: 2601.332520
	Iteration 0F: 2 clusters Score -4583325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -4559016.000000 Penalty: 5202.665039
	Iteration 0F: 3 clusters Score -4559016 nChanged 16215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -4567586.500000 Penalty: 5202.665039
	Iteration 1F: 3 clusters Score -4567586 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -4567986.500000 Penalty: 5202.665039
	Iteration 2Q: 3 clusters Score -4567986 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -4568330.500000 Penalty: 5202.665039
	Iteration 3Q: 3 clusters Score -4568330 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -4568722.500000 Penalty: 5202.665039
	Iteration 4Q: 3 clusters Score -4568722 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -4569148.500000 Penalty: 5202.665039
	Iteration 5Q: 3 clusters Score -4569148 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -4569609.500000 Penalty: 5202.665039
	Iteration 6Q: 3 clusters Score -4569610 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -4570135.000000 Penalty: 5202.665039
	Iteration 7Q: 3 clusters Score -4570135 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -4570765.000000 Penalty: 5202.665039
	Iteration 8Q: 3 clusters Score -4570765 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -4571505.000000 Penalty: 5202.665039
	Iteration 9Q: 3 clusters Score -4571505 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -4572386.000000 Penalty: 5202.665039
	Iteration 10Q: 3 clusters Score -4572386 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -4573437.000000 Penalty: 5202.665039
	Iteration 11Q: 3 clusters Score -4573437 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -4574667.000000 Penalty: 5202.665039
	Iteration 12Q: 3 clusters Score -4574667 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -4575744.000000 Penalty: 5202.665039
	Iteration 13Q: 3 clusters Score -4575744 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -4576410.000000 Penalty: 5202.665039
	Iteration 14Q: 3 clusters Score -4576410 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -4576765.500000 Penalty: 5202.665039
	Iteration 15Q: 3 clusters Score -4576766 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -4577034.000000 Penalty: 5202.665039
	Iteration 16Q: 3 clusters Score -4577034 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -4577224.500000 Penalty: 5202.665039
	Iteration 17Q: 3 clusters Score -4577224 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -4577357.500000 Penalty: 5202.665039
	Iteration 18Q: 3 clusters Score -4577358 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -4577483.500000 Penalty: 5202.665039
	Iteration 19Q: 3 clusters Score -4577484 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -4577626.000000 Penalty: 5202.665039
	Iteration 20F: 3 clusters Score -4577626 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -4577719.500000 Penalty: 5202.665039
	Iteration 21Q: 3 clusters Score -4577720 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -4577822.000000 Penalty: 5202.665039
	Iteration 22Q: 3 clusters Score -4577822 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -4577968.000000 Penalty: 5202.665039
	Iteration 23Q: 3 clusters Score -4577968 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -4578059.500000 Penalty: 5202.665039
	Iteration 24Q: 3 clusters Score -4578060 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -4578167.000000 Penalty: 5202.665039
	Iteration 25Q: 3 clusters Score -4578167 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -4578305.000000 Penalty: 5202.665039
	Iteration 26Q: 3 clusters Score -4578305 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -4578426.500000 Penalty: 5202.665039
	Iteration 27Q: 3 clusters Score -4578426 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -4578552.000000 Penalty: 5202.665039
	Iteration 28Q: 3 clusters Score -4578552 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -4578689.500000 Penalty: 5202.665039
	Iteration 29Q: 3 clusters Score -4578690 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -4578817.000000 Penalty: 5202.665039
	Iteration 30Q: 3 clusters Score -4578817 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -4578952.500000 Penalty: 5202.665039
	Iteration 31Q: 3 clusters Score -4578952 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -4579112.500000 Penalty: 5202.665039
	Iteration 32Q: 3 clusters Score -4579112 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -4579271.500000 Penalty: 5202.665039
	Iteration 33Q: 3 clusters Score -4579272 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -4579432.500000 Penalty: 5202.665039
	Iteration 34Q: 3 clusters Score -4579432 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -4579609.000000 Penalty: 5202.665039
	Iteration 35Q: 3 clusters Score -4579609 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -4579779.000000 Penalty: 5202.665039
	Iteration 36Q: 3 clusters Score -4579779 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -4579960.500000 Penalty: 5202.665039
	Iteration 37Q: 3 clusters Score -4579960 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -4580099.000000 Penalty: 5202.665039
	Iteration 38Q: 3 clusters Score -4580099 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -4580212.500000 Penalty: 5202.665039
	Iteration 39Q: 3 clusters Score -4580212 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -4580304.000000 Penalty: 5202.665039
	Iteration 40F: 3 clusters Score -4580304 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -4580420.500000 Penalty: 5202.665039
	Iteration 41Q: 3 clusters Score -4580420 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -4580489.500000 Penalty: 5202.665039
	Iteration 42Q: 3 clusters Score -4580490 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -4580543.500000 Penalty: 5202.665039
	Iteration 43Q: 3 clusters Score -4580544 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -4580585.000000 Penalty: 5202.665039
	Iteration 44Q: 3 clusters Score -4580585 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -4580622.000000 Penalty: 5202.665039
	Iteration 45Q: 3 clusters Score -4580622 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -4580658.500000 Penalty: 5202.665039
	Iteration 46Q: 3 clusters Score -4580658 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -4580701.500000 Penalty: 5202.665039
	Iteration 47Q: 3 clusters Score -4580702 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -4580733.000000 Penalty: 5202.665039
	Iteration 48Q: 3 clusters Score -4580733 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -4580753.500000 Penalty: 5202.665039
	Iteration 49Q: 3 clusters Score -4580754 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -4580773.000000 Penalty: 5202.665039
	Iteration 50Q: 3 clusters Score -4580773 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -4580780.000000 Penalty: 5202.665039
	Iteration 51Q: 3 clusters Score -4580780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -4580799.500000 Penalty: 5202.665039
	Iteration 52Q: 3 clusters Score -4580800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -4580816.500000 Penalty: 5202.665039
	Iteration 53Q: 3 clusters Score -4580816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -4580845.000000 Penalty: 5202.665039
	Iteration 54Q: 3 clusters Score -4580845 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -4580846.000000 Penalty: 5202.665039
	Iteration 55Q: 3 clusters Score -4580846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -4580854.500000 Penalty: 5202.665039
	Iteration 56Q: 3 clusters Score -4580854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -4580885.000000 Penalty: 5202.665039
	Iteration 57Q: 3 clusters Score -4580885 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -4580884.000000 Penalty: 5202.665039
	Iteration 58Q: 3 clusters Score -4580884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -4580899.000000 Penalty: 5202.665039
	Iteration 59Q: 3 clusters Score -4580899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -4580902.500000 Penalty: 5202.665039
	Iteration 60F: 3 clusters Score -4580902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -4580908.000000 Penalty: 5202.665039
	Iteration 61Q: 3 clusters Score -4580908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -4580925.500000 Penalty: 5202.665039
	Iteration 62Q: 3 clusters Score -4580926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -4580926.500000 Penalty: 5202.665039
	Iteration 63Q: 3 clusters Score -4580926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -4580930.000000 Penalty: 5202.665039
	Iteration 64Q: 3 clusters Score -4580930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -4580930.500000 Penalty: 5202.665039
	Iteration 65Q: 3 clusters Score -4580930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -4580949.000000 Penalty: 5202.665039
	Iteration 66Q: 3 clusters Score -4580949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -4580955.500000 Penalty: 5202.665039
	Iteration 67Q: 3 clusters Score -4580956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -4580976.500000 Penalty: 5202.665039
	Iteration 68Q: 3 clusters Score -4580976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -4580983.000000 Penalty: 5202.665039
	Iteration 69Q: 3 clusters Score -4580983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -4580981.500000 Penalty: 5202.665039
	Iteration 70Q: 3 clusters Score -4580982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -4580992.500000 Penalty: 5202.665039
	Iteration 71Q: 3 clusters Score -4580992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -4581005.000000 Penalty: 5202.665039
	Iteration 72Q: 3 clusters Score -4581005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -4581014.500000 Penalty: 5202.665039
	Iteration 73Q: 3 clusters Score -4581014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -4581016.500000 Penalty: 5202.665039
	Iteration 74Q: 3 clusters Score -4581016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -4581016.500000 Penalty: 5202.665039
	Iteration 75Q: 3 clusters Score -4581016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -4581030.000000 Penalty: 5202.665039
	Iteration 76Q: 3 clusters Score -4581030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -4581033.000000 Penalty: 5202.665039
	Iteration 77Q: 3 clusters Score -4581033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -4581033.000000 Penalty: 5202.665039
	Iteration 78Q: 3 clusters Score -4581033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -4581036.000000 Penalty: 5202.665039
	Iteration 79Q: 3 clusters Score -4581036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -4581037.000000 Penalty: 5202.665039
	Iteration 80F: 3 clusters Score -4581037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -4581039.500000 Penalty: 5202.665039
	Iteration 81Q: 3 clusters Score -4581040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -4581044.500000 Penalty: 5202.665039
	Iteration 82Q: 3 clusters Score -4581044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -4581054.000000 Penalty: 5202.665039
	Iteration 83Q: 3 clusters Score -4581054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -4581053.500000 Penalty: 5202.665039
	Iteration 84Q: 3 clusters Score -4581054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -4581054.500000 Penalty: 5202.665039
	Iteration 85Q: 3 clusters Score -4581054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -4581059.000000 Penalty: 5202.665039
	Iteration 86Q: 3 clusters Score -4581059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -4581056.000000 Penalty: 5202.665039
	Iteration 87Q: 3 clusters Score -4581056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -4581055.000000 Penalty: 5202.665039
	Iteration 88Q: 3 clusters Score -4581055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -4581053.500000 Penalty: 5202.665039
	Iteration 89Q: 3 clusters Score -4581054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -4581057.500000 Penalty: 5202.665039
	Iteration 90Q: 3 clusters Score -4581058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -4581054.000000 Penalty: 5202.665039
	Iteration 91Q: 3 clusters Score -4581054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -4581058.000000 Penalty: 5202.665039
	Iteration 92Q: 3 clusters Score -4581058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -4581057.500000 Penalty: 5202.665039
	Iteration 93Q: 3 clusters Score -4581058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -4581064.000000 Penalty: 5202.665039
	Iteration 94Q: 3 clusters Score -4581064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -4581067.000000 Penalty: 5202.665039
	Iteration 95Q: 3 clusters Score -4581067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -4581064.500000 Penalty: 5202.665039
	Iteration 96Q: 3 clusters Score -4581064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -4581064.500000 Penalty: 5202.665039
	Iteration 97F: 3 clusters Score -4581064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Entering Unmasked Estep 
Score: -3059263.750000 Penalty: 2514.019531
	Iteration 0F: 2 clusters Score -3059264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -3041778.250000 Penalty: 5028.039062
	Iteration 0F: 3 clusters Score -3041778 nChanged 11124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -3047679.250000 Penalty: 5028.039062
	Iteration 1F: 3 clusters Score -3047679 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3048134.000000 Penalty: 5028.039062
	Iteration 2Q: 3 clusters Score -3048134 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -3048629.250000 Penalty: 5028.039062
	Iteration 3Q: 3 clusters Score -3048629 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3049160.000000 Penalty: 5028.039062
	Iteration 4Q: 3 clusters Score -3049160 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -3049701.000000 Penalty: 5028.039062
	Iteration 5Q: 3 clusters Score -3049701 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -3050250.500000 Penalty: 5028.039062
	Iteration 6Q: 3 clusters Score -3050250 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3050784.250000 Penalty: 5028.039062
	Iteration 7Q: 3 clusters Score -3050784 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3051370.000000 Penalty: 5028.039062
	Iteration 8Q: 3 clusters Score -3051370 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3052124.500000 Penalty: 5028.039062
	Iteration 9Q: 3 clusters Score -3052124 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3053096.750000 Penalty: 5028.039062
	Iteration 10Q: 3 clusters Score -3053097 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3054209.500000 Penalty: 5028.039062
	Iteration 11Q: 3 clusters Score -3054210 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3055116.250000 Penalty: 5028.039062
	Iteration 12Q: 3 clusters Score -3055116 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -3055818.000000 Penalty: 5028.039062
	Iteration 13Q: 3 clusters Score -3055818 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -3056306.750000 Penalty: 5028.039062
	Iteration 14Q: 3 clusters Score -3056307 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3056631.750000 Penalty: 5028.039062
	Iteration 15Q: 3 clusters Score -3056632 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3056816.750000 Penalty: 5028.039062
	Iteration 16Q: 3 clusters Score -3056817 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3056934.750000 Penalty: 5028.039062
	Iteration 17Q: 3 clusters Score -3056935 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -3057010.000000 Penalty: 5028.039062
	Iteration 18Q: 3 clusters Score -3057010 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3057038.750000 Penalty: 5028.039062
	Iteration 19Q: 3 clusters Score -3057039 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3057069.000000 Penalty: 5028.039062
	Iteration 20F: 3 clusters Score -3057069 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -3057102.250000 Penalty: 5028.039062
	Iteration 21Q: 3 clusters Score -3057102 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3057107.000000 Penalty: 5028.039062
	Iteration 22Q: 3 clusters Score -3057107 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3057123.750000 Penalty: 5028.039062
	Iteration 23Q: 3 clusters Score -3057124 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3057130.500000 Penalty: 5028.039062
	Iteration 24Q: 3 clusters Score -3057130 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3057140.000000 Penalty: 5028.039062
	Iteration 25Q: 3 clusters Score -3057140 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3057140.500000 Penalty: 5028.039062
	Iteration 26Q: 3 clusters Score -3057140 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3057157.500000 Penalty: 5028.039062
	Iteration 27Q: 3 clusters Score -3057158 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -3057168.750000 Penalty: 5028.039062
	Iteration 28Q: 3 clusters Score -3057169 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3057159.250000 Penalty: 5028.039062
	Iteration 29Q: 3 clusters Score -3057159 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -3057164.000000 Penalty: 5028.039062
	Iteration 30Q: 3 clusters Score -3057164 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -3057175.000000 Penalty: 5028.039062
	Iteration 31Q: 3 clusters Score -3057175 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -3057172.250000 Penalty: 5028.039062
	Iteration 32Q: 3 clusters Score -3057172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -3057181.250000 Penalty: 5028.039062
	Iteration 33Q: 3 clusters Score -3057181 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3057190.500000 Penalty: 5028.039062
	Iteration 34Q: 3 clusters Score -3057190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3057192.750000 Penalty: 5028.039062
	Iteration 35Q: 3 clusters Score -3057193 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -3057204.250000 Penalty: 5028.039062
	Iteration 36Q: 3 clusters Score -3057204 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3057216.500000 Penalty: 5028.039062
	Iteration 37Q: 3 clusters Score -3057216 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -3057214.250000 Penalty: 5028.039062
	Iteration 38Q: 3 clusters Score -3057214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -3057215.500000 Penalty: 5028.039062
	Iteration 39Q: 3 clusters Score -3057216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -3057219.000000 Penalty: 5028.039062
	Iteration 40F: 3 clusters Score -3057219 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3057221.500000 Penalty: 5028.039062
	Iteration 41Q: 3 clusters Score -3057222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3057225.250000 Penalty: 5028.039062
	Iteration 42Q: 3 clusters Score -3057225 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3057222.250000 Penalty: 5028.039062
	Iteration 43Q: 3 clusters Score -3057222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -3057235.500000 Penalty: 5028.039062
	Iteration 44Q: 3 clusters Score -3057236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -3057237.250000 Penalty: 5028.039062
	Iteration 45Q: 3 clusters Score -3057237 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -3057248.500000 Penalty: 5028.039062
	Iteration 46Q: 3 clusters Score -3057248 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -3057252.500000 Penalty: 5028.039062
	Iteration 47Q: 3 clusters Score -3057252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -3057252.750000 Penalty: 5028.039062
	Iteration 48Q: 3 clusters Score -3057253 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3057251.000000 Penalty: 5028.039062
	Iteration 49Q: 3 clusters Score -3057251 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -3057263.500000 Penalty: 5028.039062
	Iteration 50Q: 3 clusters Score -3057264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3057265.250000 Penalty: 5028.039062
	Iteration 51Q: 3 clusters Score -3057265 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3057262.750000 Penalty: 5028.039062
	Iteration 52Q: 3 clusters Score -3057263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -3057263.250000 Penalty: 5028.039062
	Iteration 53Q: 3 clusters Score -3057263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -3057271.250000 Penalty: 5028.039062
	Iteration 54Q: 3 clusters Score -3057271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -3057274.250000 Penalty: 5028.039062
	Iteration 55Q: 3 clusters Score -3057274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -3057269.250000 Penalty: 5028.039062
	Iteration 56Q: 3 clusters Score -3057269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -3057273.250000 Penalty: 5028.039062
	Iteration 57Q: 3 clusters Score -3057273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -3057281.250000 Penalty: 5028.039062
	Iteration 58Q: 3 clusters Score -3057281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3057277.000000 Penalty: 5028.039062
	Iteration 59Q: 3 clusters Score -3057277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3057276.000000 Penalty: 5028.039062
	Iteration 60F: 3 clusters Score -3057276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3057283.750000 Penalty: 5028.039062
	Iteration 61Q: 3 clusters Score -3057284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3057276.250000 Penalty: 5028.039062
	Iteration 62Q: 3 clusters Score -3057276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -3057275.000000 Penalty: 5028.039062
	Iteration 63Q: 3 clusters Score -3057275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -3057275.500000 Penalty: 5028.039062
	Iteration 64Q: 3 clusters Score -3057276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -3057274.250000 Penalty: 5028.039062
	Iteration 65Q: 3 clusters Score -3057274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -3057274.250000 Penalty: 5028.039062
	Iteration 66Q: 3 clusters Score -3057274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3057278.000000 Penalty: 5028.039062
	Iteration 67Q: 3 clusters Score -3057278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -3057279.250000 Penalty: 5028.039062
	Iteration 68Q: 3 clusters Score -3057279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3057282.750000 Penalty: 5028.039062
	Iteration 69Q: 3 clusters Score -3057283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3057279.000000 Penalty: 5028.039062
	Iteration 70Q: 3 clusters Score -3057279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -3057277.250000 Penalty: 5028.039062
	Iteration 71Q: 3 clusters Score -3057277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -3057274.750000 Penalty: 5028.039062
	Iteration 72Q: 3 clusters Score -3057275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -3057278.500000 Penalty: 5028.039062
	Iteration 73Q: 3 clusters Score -3057278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3057281.500000 Penalty: 5028.039062
	Iteration 74Q: 3 clusters Score -3057282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -3057284.000000 Penalty: 5028.039062
	Iteration 75Q: 3 clusters Score -3057284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -3057285.500000 Penalty: 5028.039062
	Iteration 76Q: 3 clusters Score -3057286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -3057288.250000 Penalty: 5028.039062
	Iteration 77Q: 3 clusters Score -3057288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -3057287.000000 Penalty: 5028.039062
	Iteration 78Q: 3 clusters Score -3057287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -3057290.000000 Penalty: 5028.039062
	Iteration 79Q: 3 clusters Score -3057290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -3057288.000000 Penalty: 5028.039062
	Iteration 80F: 3 clusters Score -3057288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -3057288.000000 Penalty: 5028.039062
	Iteration 81Q: 3 clusters Score -3057288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -3057281.250000 Penalty: 5028.039062
	Iteration 82Q: 3 clusters Score -3057281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -3057288.250000 Penalty: 5028.039062
	Iteration 83Q: 3 clusters Score -3057288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -3057288.250000 Penalty: 5028.039062
	Iteration 84F: 3 clusters Score -3057288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Entering Unmasked Estep 
Score: -356078.062500 Penalty: 1982.501465
	Iteration 0F: 2 clusters Score -356078.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -352789.968750 Penalty: 3965.002930
	Iteration 0F: 3 clusters Score -352790 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -353465.281250 Penalty: 3965.002930
	Iteration 1F: 3 clusters Score -353465.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -353630.968750 Penalty: 3965.002930
	Iteration 2F: 3 clusters Score -353631 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -353726.062500 Penalty: 3965.002930
	Iteration 3Q: 3 clusters Score -353726.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -353785.968750 Penalty: 3965.002930
	Iteration 4Q: 3 clusters Score -353786 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -353833.000000 Penalty: 3965.002930
	Iteration 5Q: 3 clusters Score -353833 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -353853.593750 Penalty: 3965.002930
	Iteration 6Q: 3 clusters Score -353853.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -353872.531250 Penalty: 3965.002930
	Iteration 7Q: 3 clusters Score -353872.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -353885.781250 Penalty: 3965.002930
	Iteration 8Q: 3 clusters Score -353885.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -353894.968750 Penalty: 3965.002930
	Iteration 9Q: 3 clusters Score -353895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -353902.187500 Penalty: 3965.002930
	Iteration 10Q: 3 clusters Score -353902.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -353910.781250 Penalty: 3965.002930
	Iteration 11Q: 3 clusters Score -353910.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -353922.000000 Penalty: 3965.002930
	Iteration 12Q: 3 clusters Score -353922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -353945.000000 Penalty: 3965.002930
	Iteration 13Q: 3 clusters Score -353945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -353968.875000 Penalty: 3965.002930
	Iteration 14Q: 3 clusters Score -353968.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -353995.968750 Penalty: 3965.002930
	Iteration 15Q: 3 clusters Score -353996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -354024.906250 Penalty: 3965.002930
	Iteration 16Q: 3 clusters Score -354024.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -354054.937500 Penalty: 3965.002930
	Iteration 17Q: 3 clusters Score -354054.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -354086.218750 Penalty: 3965.002930
	Iteration 18Q: 3 clusters Score -354086.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -354120.375000 Penalty: 3965.002930
	Iteration 19Q: 3 clusters Score -354120.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -354149.750000 Penalty: 3965.002930
	Iteration 20F: 3 clusters Score -354149.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -354173.875000 Penalty: 3965.002930
	Iteration 21Q: 3 clusters Score -354173.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -354203.625000 Penalty: 3965.002930
	Iteration 22Q: 3 clusters Score -354203.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -354237.406250 Penalty: 3965.002930
	Iteration 23Q: 3 clusters Score -354237.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -354283.218750 Penalty: 3965.002930
	Iteration 24Q: 3 clusters Score -354283.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -354357.250000 Penalty: 3965.002930
	Iteration 25Q: 3 clusters Score -354357.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -354477.906250 Penalty: 3965.002930
	Iteration 26Q: 3 clusters Score -354477.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -354685.562500 Penalty: 3965.002930
	Iteration 27Q: 3 clusters Score -354685.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -354956.781250 Penalty: 3965.002930
	Iteration 28Q: 3 clusters Score -354956.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -355242.093750 Penalty: 3965.002930
	Iteration 29Q: 3 clusters Score -355242.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -355520.406250 Penalty: 3965.002930
	Iteration 30F: 3 clusters Score -355520.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -355831.218750 Penalty: 3965.002930
	Iteration 31Q: 3 clusters Score -355831.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -356177.343750 Penalty: 3965.002930
	Iteration 32Q: 3 clusters Score -356177.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -356493.437500 Penalty: 3965.002930
	Iteration 33Q: 3 clusters Score -356493.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -356637.656250 Penalty: 3965.002930
	Iteration 34Q: 3 clusters Score -356637.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -356667.593750 Penalty: 3965.002930
	Iteration 35Q: 3 clusters Score -356667.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -356676.343750 Penalty: 3965.002930
	Iteration 36Q: 3 clusters Score -356676.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -356678.781250 Penalty: 3965.002930
	Iteration 37Q: 3 clusters Score -356678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -356678.781250 Penalty: 3965.002930
	Iteration 38Q: 3 clusters Score -356678.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -356680.468750 Penalty: 3965.002930
	Iteration 39Q: 3 clusters Score -356680.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -356680.468750 Penalty: 3965.002930
	Iteration 40F: 3 clusters Score -356680.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 97287 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30279 members 
Mstep: Class 5 contains 33243 members 
Mstep: Class 6 contains 35927 members 
Mstep: Class 7 contains 25265 members 
Mstep: Class 8 contains 1597 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172790 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 274961 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 179724 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49984 members 
Mstep: Class 20 contains 43390 members 
Entering Unmasked Estep 
Score: -119291136.000000 Penalty: 68348.125000
Splitting cluster 8 changes total score from -119291936.000000 to -119291136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -44983.750000 Penalty: 1542.706299
	Iteration 0F: 2 clusters Score -44983.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43572.753906 Penalty: 3085.412598
	Iteration 0F: 3 clusters Score -43572.75 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44080.269531 Penalty: 3085.412598
	Iteration 1F: 3 clusters Score -44080.27 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44522.398438 Penalty: 3085.412598
	Iteration 2F: 3 clusters Score -44522.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44938.238281 Penalty: 3085.412598
	Iteration 3F: 3 clusters Score -44938.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45183.601562 Penalty: 3085.412598
	Iteration 4Q: 3 clusters Score -45183.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45284.398438 Penalty: 3085.412598
	Iteration 5Q: 3 clusters Score -45284.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45357.449219 Penalty: 3085.412598
	Iteration 6Q: 3 clusters Score -45357.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45375.718750 Penalty: 3085.412598
	Iteration 7Q: 3 clusters Score -45375.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45443.421875 Penalty: 3085.412598
	Iteration 8Q: 3 clusters Score -45443.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45504.351562 Penalty: 3085.412598
	Iteration 9Q: 3 clusters Score -45504.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45615.269531 Penalty: 3085.412598
	Iteration 10Q: 3 clusters Score -45615.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45852.394531 Penalty: 3085.412598
	Iteration 11Q: 3 clusters Score -45852.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45937.480469 Penalty: 3085.412598
	Iteration 12Q: 3 clusters Score -45937.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45950.339844 Penalty: 3085.412598
	Iteration 13Q: 3 clusters Score -45950.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45950.339844 Penalty: 3085.412598
	Iteration 14F: 3 clusters Score -45950.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 97287 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30279 members 
Mstep: Class 5 contains 33243 members 
Mstep: Class 6 contains 35927 members 
Mstep: Class 7 contains 25265 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 285 members 
Mstep: Class 10 contains 172790 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 274961 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 179724 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49984 members 
Mstep: Class 20 contains 43390 members 
Entering Unmasked Estep 
Score: -119291040.000000 Penalty: 68348.125000
Splitting cluster 9 changes total score from -119291936.000000 to -119291040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (172790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172790 members 
Entering Unmasked Estep 
Score: -21842566.000000 Penalty: 2990.838379
	Iteration 0F: 2 clusters Score -2.184257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86435 members 
Mstep: Class 2 contains 86355 members 
Entering Unmasked Estep 
Score: -21727496.000000 Penalty: 5981.676758
	Iteration 0F: 3 clusters Score -2.17275e+07 nChanged 82699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86698 members 
Mstep: Class 2 contains 86092 members 
Entering Unmasked Estep 
Score: -21775358.000000 Penalty: 5981.676758
	Iteration 1F: 3 clusters Score -2.177536e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86782 members 
Mstep: Class 2 contains 86008 members 
Entering Unmasked Estep 
Score: -21776126.000000 Penalty: 5981.676758
	Iteration 2Q: 3 clusters Score -2.177613e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86907 members 
Mstep: Class 2 contains 85883 members 
Entering Unmasked Estep 
Score: -21776954.000000 Penalty: 5981.676758
	Iteration 3Q: 3 clusters Score -2.177695e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87175 members 
Mstep: Class 2 contains 85615 members 
Entering Unmasked Estep 
Score: -21777870.000000 Penalty: 5981.676758
	Iteration 4Q: 3 clusters Score -2.177787e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87500 members 
Mstep: Class 2 contains 85290 members 
Entering Unmasked Estep 
Score: -21779020.000000 Penalty: 5981.676758
	Iteration 5Q: 3 clusters Score -2.177902e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 84864 members 
Entering Unmasked Estep 
Score: -21780738.000000 Penalty: 5981.676758
	Iteration 6Q: 3 clusters Score -2.178074e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88448 members 
Mstep: Class 2 contains 84342 members 
Entering Unmasked Estep 
Score: -21782824.000000 Penalty: 5981.676758
	Iteration 7Q: 3 clusters Score -2.178282e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89050 members 
Mstep: Class 2 contains 83740 members 
Entering Unmasked Estep 
Score: -21785914.000000 Penalty: 5981.676758
	Iteration 8Q: 3 clusters Score -2.178591e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89669 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -21790438.000000 Penalty: 5981.676758
	Iteration 9Q: 3 clusters Score -2.179044e+07 nChanged 10073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Mstep: Class 2 contains 82600 members 
Entering Unmasked Estep 
Score: -21797756.000000 Penalty: 5981.676758
	Iteration 10F: 3 clusters Score -2.179776e+07 nChanged 11223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90359 members 
Mstep: Class 2 contains 82431 members 
Entering Unmasked Estep 
Score: -21806116.000000 Penalty: 5981.676758
	Iteration 11F: 3 clusters Score -2.180612e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90243 members 
Mstep: Class 2 contains 82547 members 
Entering Unmasked Estep 
Score: -21812410.000000 Penalty: 5981.676758
	Iteration 12F: 3 clusters Score -2.181241e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90114 members 
Mstep: Class 2 contains 82676 members 
Entering Unmasked Estep 
Score: -21814654.000000 Penalty: 5981.676758
	Iteration 13Q: 3 clusters Score -2.181465e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 82845 members 
Entering Unmasked Estep 
Score: -21815392.000000 Penalty: 5981.676758
	Iteration 14Q: 3 clusters Score -2.181539e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89809 members 
Mstep: Class 2 contains 82981 members 
Entering Unmasked Estep 
Score: -21815792.000000 Penalty: 5981.676758
	Iteration 15Q: 3 clusters Score -2.181579e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89637 members 
Mstep: Class 2 contains 83153 members 
Entering Unmasked Estep 
Score: -21816086.000000 Penalty: 5981.676758
	Iteration 16Q: 3 clusters Score -2.181609e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89432 members 
Mstep: Class 2 contains 83358 members 
Entering Unmasked Estep 
Score: -21816488.000000 Penalty: 5981.676758
	Iteration 17Q: 3 clusters Score -2.181649e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89257 members 
Mstep: Class 2 contains 83533 members 
Entering Unmasked Estep 
Score: -21816762.000000 Penalty: 5981.676758
	Iteration 18Q: 3 clusters Score -2.181676e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89056 members 
Mstep: Class 2 contains 83734 members 
Entering Unmasked Estep 
Score: -21817112.000000 Penalty: 5981.676758
	Iteration 19Q: 3 clusters Score -2.181711e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88826 members 
Mstep: Class 2 contains 83964 members 
Entering Unmasked Estep 
Score: -21817348.000000 Penalty: 5981.676758
	Iteration 20F: 3 clusters Score -2.181735e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88494 members 
Mstep: Class 2 contains 84296 members 
Entering Unmasked Estep 
Score: -21817616.000000 Penalty: 5981.676758
	Iteration 21Q: 3 clusters Score -2.181762e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88163 members 
Mstep: Class 2 contains 84627 members 
Entering Unmasked Estep 
Score: -21817986.000000 Penalty: 5981.676758
	Iteration 22Q: 3 clusters Score -2.181799e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87806 members 
Mstep: Class 2 contains 84984 members 
Entering Unmasked Estep 
Score: -21818216.000000 Penalty: 5981.676758
	Iteration 23Q: 3 clusters Score -2.181822e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87408 members 
Mstep: Class 2 contains 85382 members 
Entering Unmasked Estep 
Score: -21818508.000000 Penalty: 5981.676758
	Iteration 24Q: 3 clusters Score -2.181851e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87008 members 
Mstep: Class 2 contains 85782 members 
Entering Unmasked Estep 
Score: -21818804.000000 Penalty: 5981.676758
	Iteration 25Q: 3 clusters Score -2.18188e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 86181 members 
Entering Unmasked Estep 
Score: -21818974.000000 Penalty: 5981.676758
	Iteration 26Q: 3 clusters Score -2.181897e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -21819206.000000 Penalty: 5981.676758
	Iteration 27Q: 3 clusters Score -2.181921e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85653 members 
Mstep: Class 2 contains 87137 members 
Entering Unmasked Estep 
Score: -21819526.000000 Penalty: 5981.676758
	Iteration 28Q: 3 clusters Score -2.181953e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85141 members 
Mstep: Class 2 contains 87649 members 
Entering Unmasked Estep 
Score: -21819712.000000 Penalty: 5981.676758
	Iteration 29Q: 3 clusters Score -2.181971e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84570 members 
Mstep: Class 2 contains 88220 members 
Entering Unmasked Estep 
Score: -21819874.000000 Penalty: 5981.676758
	Iteration 30Q: 3 clusters Score -2.181987e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84001 members 
Mstep: Class 2 contains 88789 members 
Entering Unmasked Estep 
Score: -21820082.000000 Penalty: 5981.676758
	Iteration 31Q: 3 clusters Score -2.182008e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83386 members 
Mstep: Class 2 contains 89404 members 
Entering Unmasked Estep 
Score: -21820328.000000 Penalty: 5981.676758
	Iteration 32Q: 3 clusters Score -2.182033e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 90055 members 
Entering Unmasked Estep 
Score: -21820458.000000 Penalty: 5981.676758
	Iteration 33Q: 3 clusters Score -2.182046e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 90816 members 
Entering Unmasked Estep 
Score: -21820570.000000 Penalty: 5981.676758
	Iteration 34Q: 3 clusters Score -2.182057e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81198 members 
Mstep: Class 2 contains 91592 members 
Entering Unmasked Estep 
Score: -21820776.000000 Penalty: 5981.676758
	Iteration 35Q: 3 clusters Score -2.182078e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80390 members 
Mstep: Class 2 contains 92400 members 
Entering Unmasked Estep 
Score: -21820936.000000 Penalty: 5981.676758
	Iteration 36Q: 3 clusters Score -2.182094e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79575 members 
Mstep: Class 2 contains 93215 members 
Entering Unmasked Estep 
Score: -21821010.000000 Penalty: 5981.676758
	Iteration 37Q: 3 clusters Score -2.182101e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78715 members 
Mstep: Class 2 contains 94075 members 
Entering Unmasked Estep 
Score: -21821216.000000 Penalty: 5981.676758
	Iteration 38Q: 3 clusters Score -2.182122e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 94987 members 
Entering Unmasked Estep 
Score: -21821410.000000 Penalty: 5981.676758
	Iteration 39Q: 3 clusters Score -2.182141e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76798 members 
Mstep: Class 2 contains 95992 members 
Entering Unmasked Estep 
Score: -21821546.000000 Penalty: 5981.676758
	Iteration 40F: 3 clusters Score -2.182155e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75800 members 
Mstep: Class 2 contains 96990 members 
Entering Unmasked Estep 
Score: -21821622.000000 Penalty: 5981.676758
	Iteration 41Q: 3 clusters Score -2.182162e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 97999 members 
Entering Unmasked Estep 
Score: -21821738.000000 Penalty: 5981.676758
	Iteration 42Q: 3 clusters Score -2.182174e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73706 members 
Mstep: Class 2 contains 99084 members 
Entering Unmasked Estep 
Score: -21821878.000000 Penalty: 5981.676758
	Iteration 43Q: 3 clusters Score -2.182188e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72643 members 
Mstep: Class 2 contains 100147 members 
Entering Unmasked Estep 
Score: -21821930.000000 Penalty: 5981.676758
	Iteration 44Q: 3 clusters Score -2.182193e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71522 members 
Mstep: Class 2 contains 101268 members 
Entering Unmasked Estep 
Score: -21822046.000000 Penalty: 5981.676758
	Iteration 45Q: 3 clusters Score -2.182205e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70356 members 
Mstep: Class 2 contains 102434 members 
Entering Unmasked Estep 
Score: -21822108.000000 Penalty: 5981.676758
	Iteration 46Q: 3 clusters Score -2.182211e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69148 members 
Mstep: Class 2 contains 103642 members 
Entering Unmasked Estep 
Score: -21822280.000000 Penalty: 5981.676758
	Iteration 47Q: 3 clusters Score -2.182228e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 104955 members 
Entering Unmasked Estep 
Score: -21822410.000000 Penalty: 5981.676758
	Iteration 48Q: 3 clusters Score -2.182241e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 106263 members 
Entering Unmasked Estep 
Score: -21822554.000000 Penalty: 5981.676758
	Iteration 49Q: 3 clusters Score -2.182255e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65131 members 
Mstep: Class 2 contains 107659 members 
Entering Unmasked Estep 
Score: -21822726.000000 Penalty: 5981.676758
	Iteration 50Q: 3 clusters Score -2.182273e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63673 members 
Mstep: Class 2 contains 109117 members 
Entering Unmasked Estep 
Score: -21822926.000000 Penalty: 5981.676758
	Iteration 51Q: 3 clusters Score -2.182293e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62148 members 
Mstep: Class 2 contains 110642 members 
Entering Unmasked Estep 
Score: -21823048.000000 Penalty: 5981.676758
	Iteration 52Q: 3 clusters Score -2.182305e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 112238 members 
Entering Unmasked Estep 
Score: -21823344.000000 Penalty: 5981.676758
	Iteration 53Q: 3 clusters Score -2.182334e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 113839 members 
Entering Unmasked Estep 
Score: -21823482.000000 Penalty: 5981.676758
	Iteration 54Q: 3 clusters Score -2.182348e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 115491 members 
Entering Unmasked Estep 
Score: -21823734.000000 Penalty: 5981.676758
	Iteration 55Q: 3 clusters Score -2.182373e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 117167 members 
Entering Unmasked Estep 
Score: -21823964.000000 Penalty: 5981.676758
	Iteration 56Q: 3 clusters Score -2.182396e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 118901 members 
Entering Unmasked Estep 
Score: -21824224.000000 Penalty: 5981.676758
	Iteration 57Q: 3 clusters Score -2.182422e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 120777 members 
Entering Unmasked Estep 
Score: -21824620.000000 Penalty: 5981.676758
	Iteration 58Q: 3 clusters Score -2.182462e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 122745 members 
Entering Unmasked Estep 
Score: -21824976.000000 Penalty: 5981.676758
	Iteration 59Q: 3 clusters Score -2.182498e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 124792 members 
Entering Unmasked Estep 
Score: -21825458.000000 Penalty: 5981.676758
	Iteration 60F: 3 clusters Score -2.182546e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 126957 members 
Entering Unmasked Estep 
Score: -21825944.000000 Penalty: 5981.676758
	Iteration 61Q: 3 clusters Score -2.182594e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 129227 members 
Entering Unmasked Estep 
Score: -21826566.000000 Penalty: 5981.676758
	Iteration 62Q: 3 clusters Score -2.182657e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 131515 members 
Entering Unmasked Estep 
Score: -21827200.000000 Penalty: 5981.676758
	Iteration 63Q: 3 clusters Score -2.18272e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 133933 members 
Entering Unmasked Estep 
Score: -21827932.000000 Penalty: 5981.676758
	Iteration 64Q: 3 clusters Score -2.182793e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 136454 members 
Entering Unmasked Estep 
Score: -21828634.000000 Penalty: 5981.676758
	Iteration 65Q: 3 clusters Score -2.182863e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 138951 members 
Entering Unmasked Estep 
Score: -21829164.000000 Penalty: 5981.676758
	Iteration 66Q: 3 clusters Score -2.182916e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 141414 members 
Entering Unmasked Estep 
Score: -21829910.000000 Penalty: 5981.676758
	Iteration 67Q: 3 clusters Score -2.182991e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 143881 members 
Entering Unmasked Estep 
Score: -21830542.000000 Penalty: 5981.676758
	Iteration 68Q: 3 clusters Score -2.183054e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 146346 members 
Entering Unmasked Estep 
Score: -21831340.000000 Penalty: 5981.676758
	Iteration 69Q: 3 clusters Score -2.183134e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 148774 members 
Entering Unmasked Estep 
Score: -21832354.000000 Penalty: 5981.676758
	Iteration 70Q: 3 clusters Score -2.183235e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 151077 members 
Entering Unmasked Estep 
Score: -21833294.000000 Penalty: 5981.676758
	Iteration 71Q: 3 clusters Score -2.183329e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 153259 members 
Entering Unmasked Estep 
Score: -21834008.000000 Penalty: 5981.676758
	Iteration 72Q: 3 clusters Score -2.183401e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 155321 members 
Entering Unmasked Estep 
Score: -21834664.000000 Penalty: 5981.676758
	Iteration 73Q: 3 clusters Score -2.183466e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 157266 members 
Entering Unmasked Estep 
Score: -21835356.000000 Penalty: 5981.676758
	Iteration 74Q: 3 clusters Score -2.183536e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 159041 members 
Entering Unmasked Estep 
Score: -21835916.000000 Penalty: 5981.676758
	Iteration 75Q: 3 clusters Score -2.183592e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 160669 members 
Entering Unmasked Estep 
Score: -21836620.000000 Penalty: 5981.676758
	Iteration 76Q: 3 clusters Score -2.183662e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 162112 members 
Entering Unmasked Estep 
Score: -21837302.000000 Penalty: 5981.676758
	Iteration 77Q: 3 clusters Score -2.18373e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 163431 members 
Entering Unmasked Estep 
Score: -21837814.000000 Penalty: 5981.676758
	Iteration 78Q: 3 clusters Score -2.183781e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 164591 members 
Entering Unmasked Estep 
Score: -21838288.000000 Penalty: 5981.676758
	Iteration 79Q: 3 clusters Score -2.183829e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 165588 members 
Entering Unmasked Estep 
Score: -21838650.000000 Penalty: 5981.676758
	Iteration 80F: 3 clusters Score -2.183865e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 166515 members 
Entering Unmasked Estep 
Score: -21839026.000000 Penalty: 5981.676758
	Iteration 81Q: 3 clusters Score -2.183903e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 167338 members 
Entering Unmasked Estep 
Score: -21839360.000000 Penalty: 5981.676758
	Iteration 82Q: 3 clusters Score -2.183936e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 168042 members 
Entering Unmasked Estep 
Score: -21839566.000000 Penalty: 5981.676758
	Iteration 83Q: 3 clusters Score -2.183957e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 168636 members 
Entering Unmasked Estep 
Score: -21839772.000000 Penalty: 5981.676758
	Iteration 84Q: 3 clusters Score -2.183977e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 169103 members 
Entering Unmasked Estep 
Score: -21839958.000000 Penalty: 5981.676758
	Iteration 85Q: 3 clusters Score -2.183996e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 169485 members 
Entering Unmasked Estep 
Score: -21840114.000000 Penalty: 5981.676758
	Iteration 86Q: 3 clusters Score -2.184011e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 169762 members 
Entering Unmasked Estep 
Score: -21840230.000000 Penalty: 5981.676758
	Iteration 87Q: 3 clusters Score -2.184023e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 170020 members 
Entering Unmasked Estep 
Score: -21840276.000000 Penalty: 5981.676758
	Iteration 88Q: 3 clusters Score -2.184028e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 170223 members 
Entering Unmasked Estep 
Score: -21840366.000000 Penalty: 5981.676758
	Iteration 89Q: 3 clusters Score -2.184037e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 170381 members 
Entering Unmasked Estep 
Score: -21840406.000000 Penalty: 5981.676758
	Iteration 90Q: 3 clusters Score -2.184041e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 170512 members 
Entering Unmasked Estep 
Score: -21840440.000000 Penalty: 5981.676758
	Iteration 91Q: 3 clusters Score -2.184044e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 170629 members 
Entering Unmasked Estep 
Score: -21840500.000000 Penalty: 5981.676758
	Iteration 92Q: 3 clusters Score -2.18405e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 170733 members 
Entering Unmasked Estep 
Score: -21840556.000000 Penalty: 5981.676758
	Iteration 93Q: 3 clusters Score -2.184056e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 170824 members 
Entering Unmasked Estep 
Score: -21840590.000000 Penalty: 5981.676758
	Iteration 94Q: 3 clusters Score -2.184059e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 170885 members 
Entering Unmasked Estep 
Score: -21840586.000000 Penalty: 5981.676758
	Iteration 95Q: 3 clusters Score -2.184059e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 170953 members 
Entering Unmasked Estep 
Score: -21840554.000000 Penalty: 5981.676758
	Iteration 96Q: 3 clusters Score -2.184055e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 171022 members 
Entering Unmasked Estep 
Score: -21840516.000000 Penalty: 5981.676758
	Iteration 97Q: 3 clusters Score -2.184052e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 171083 members 
Entering Unmasked Estep 
Score: -21840516.000000 Penalty: 5981.676758
	Iteration 98Q: 3 clusters Score -2.184052e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 171130 members 
Entering Unmasked Estep 
Score: -21840516.000000 Penalty: 5981.676758
	Iteration 99Q: 3 clusters Score -2.184052e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 171182 members 
Entering Unmasked Estep 
Score: -21840526.000000 Penalty: 5981.676758
	Iteration 100F: 3 clusters Score -2.184053e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 171232 members 
Entering Unmasked Estep 
Score: -21840530.000000 Penalty: 5981.676758
	Iteration 101Q: 3 clusters Score -2.184053e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 171265 members 
Entering Unmasked Estep 
Score: -21840542.000000 Penalty: 5981.676758
	Iteration 102Q: 3 clusters Score -2.184054e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 171290 members 
Entering Unmasked Estep 
Score: -21840576.000000 Penalty: 5981.676758
	Iteration 103Q: 3 clusters Score -2.184058e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 171310 members 
Entering Unmasked Estep 
Score: -21840572.000000 Penalty: 5981.676758
	Iteration 104Q: 3 clusters Score -2.184057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 171326 members 
Entering Unmasked Estep 
Score: -21840572.000000 Penalty: 5981.676758
	Iteration 105Q: 3 clusters Score -2.184057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 171337 members 
Entering Unmasked Estep 
Score: -21840572.000000 Penalty: 5981.676758
	Iteration 106Q: 3 clusters Score -2.184057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 171354 members 
Entering Unmasked Estep 
Score: -21840608.000000 Penalty: 5981.676758
	Iteration 107Q: 3 clusters Score -2.184061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 171368 members 
Entering Unmasked Estep 
Score: -21840610.000000 Penalty: 5981.676758
	Iteration 108Q: 3 clusters Score -2.184061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 171380 members 
Entering Unmasked Estep 
Score: -21840604.000000 Penalty: 5981.676758
	Iteration 109Q: 3 clusters Score -2.18406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 171393 members 
Entering Unmasked Estep 
Score: -21840590.000000 Penalty: 5981.676758
	Iteration 110Q: 3 clusters Score -2.184059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 171404 members 
Entering Unmasked Estep 
Score: -21840592.000000 Penalty: 5981.676758
	Iteration 111Q: 3 clusters Score -2.184059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 171411 members 
Entering Unmasked Estep 
Score: -21840596.000000 Penalty: 5981.676758
	Iteration 112Q: 3 clusters Score -2.18406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 171415 members 
Entering Unmasked Estep 
Score: -21840584.000000 Penalty: 5981.676758
	Iteration 113Q: 3 clusters Score -2.184058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 171424 members 
Entering Unmasked Estep 
Score: -21840578.000000 Penalty: 5981.676758
	Iteration 114Q: 3 clusters Score -2.184058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 171437 members 
Entering Unmasked Estep 
Score: -21840578.000000 Penalty: 5981.676758
	Iteration 115Q: 3 clusters Score -2.184058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 171443 members 
Entering Unmasked Estep 
Score: -21840570.000000 Penalty: 5981.676758
	Iteration 116Q: 3 clusters Score -2.184057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 171449 members 
Entering Unmasked Estep 
Score: -21840564.000000 Penalty: 5981.676758
	Iteration 117Q: 3 clusters Score -2.184056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 171454 members 
Entering Unmasked Estep 
Score: -21840572.000000 Penalty: 5981.676758
	Iteration 118Q: 3 clusters Score -2.184057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 171460 members 
Entering Unmasked Estep 
Score: -21840568.000000 Penalty: 5981.676758
	Iteration 119Q: 3 clusters Score -2.184057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 171463 members 
Entering Unmasked Estep 
Score: -21840574.000000 Penalty: 5981.676758
	Iteration 120F: 3 clusters Score -2.184057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 171467 members 
Entering Unmasked Estep 
Score: -21840572.000000 Penalty: 5981.676758
	Iteration 121Q: 3 clusters Score -2.184057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 171471 members 
Entering Unmasked Estep 
Score: -21840582.000000 Penalty: 5981.676758
	Iteration 122Q: 3 clusters Score -2.184058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 171472 members 
Entering Unmasked Estep 
Score: -21840584.000000 Penalty: 5981.676758
	Iteration 123Q: 3 clusters Score -2.184058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 171473 members 
Entering Unmasked Estep 
Score: -21840584.000000 Penalty: 5981.676758
	Iteration 124Q: 3 clusters Score -2.184058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 171473 members 
Entering Unmasked Estep 
Score: -21840584.000000 Penalty: 5981.676758
	Iteration 125F: 3 clusters Score -2.184058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -94645.648438 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -94645.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -92779.882812 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -92779.88 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -93400.851562 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -93400.85 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -94031.656250 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -94031.66 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -94851.484375 Penalty: 3399.236328
	Iteration 3F: 3 clusters Score -94851.48 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -95345.960938 Penalty: 3399.236328
	Iteration 4F: 3 clusters Score -95345.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -95712.179688 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -95712.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -95777.218750 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -95777.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -95816.070312 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -95816.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -95834.687500 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -95834.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -95854.601562 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -95854.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -95933.109375 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -95933.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -96232.726562 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -96232.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -96281.703125 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -96281.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -96287.585938 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -96287.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -96292.718750 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -96292.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -96302.109375 Penalty: 3399.236328
	Iteration 15F: 3 clusters Score -96302.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -96369.921875 Penalty: 3399.236328
	Iteration 16Q: 3 clusters Score -96369.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -96644.476562 Penalty: 3399.236328
	Iteration 17Q: 3 clusters Score -96644.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -96661.554688 Penalty: 3399.236328
	Iteration 18Q: 3 clusters Score -96661.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -96661.554688 Penalty: 3399.236328
	Iteration 19F: 3 clusters Score -96661.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 97287 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30279 members 
Mstep: Class 5 contains 33243 members 
Mstep: Class 6 contains 35927 members 
Mstep: Class 7 contains 25265 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172790 members 
Mstep: Class 11 contains 428 members 
Mstep: Class 12 contains 274961 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179724 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49984 members 
Mstep: Class 20 contains 43390 members 
Entering Unmasked Estep 
Score: -119292248.000000 Penalty: 68348.125000
Splitting cluster 11 changes total score from -119291936.000000 to -119292248.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 12 (274961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274961 members 
Entering Unmasked Estep 
Score: -34495568.000000 Penalty: 3106.047363
	Iteration 0F: 2 clusters Score -3.449557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137811 members 
Mstep: Class 2 contains 137150 members 
Entering Unmasked Estep 
Score: -34324668.000000 Penalty: 6212.094727
	Iteration 0F: 3 clusters Score -3.432467e+07 nChanged 132962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143335 members 
Mstep: Class 2 contains 131626 members 
Entering Unmasked Estep 
Score: -34403572.000000 Penalty: 6212.094727
	Iteration 1F: 3 clusters Score -3.440357e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146858 members 
Mstep: Class 2 contains 128103 members 
Entering Unmasked Estep 
Score: -34404712.000000 Penalty: 6212.094727
	Iteration 2Q: 3 clusters Score -3.440471e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152577 members 
Mstep: Class 2 contains 122384 members 
Entering Unmasked Estep 
Score: -34406268.000000 Penalty: 6212.094727
	Iteration 3Q: 3 clusters Score -3.440627e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161494 members 
Mstep: Class 2 contains 113467 members 
Entering Unmasked Estep 
Score: -34409108.000000 Penalty: 6212.094727
	Iteration 4Q: 3 clusters Score -3.440911e+07 nChanged 13902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175174 members 
Mstep: Class 2 contains 99787 members 
Entering Unmasked Estep 
Score: -34415828.000000 Penalty: 6212.094727
	Iteration 5F: 3 clusters Score -3.441583e+07 nChanged 20103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195173 members 
Mstep: Class 2 contains 79788 members 
Entering Unmasked Estep 
Score: -34427552.000000 Penalty: 6212.094727
	Iteration 6F: 3 clusters Score -3.442755e+07 nChanged 24968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220069 members 
Mstep: Class 2 contains 54892 members 
Entering Unmasked Estep 
Score: -34444968.000000 Penalty: 6212.094727
	Iteration 7F: 3 clusters Score -3.444497e+07 nChanged 23726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243783 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -34464148.000000 Penalty: 6212.094727
	Iteration 8F: 3 clusters Score -3.446415e+07 nChanged 16017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259792 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -34478512.000000 Penalty: 6212.094727
	Iteration 9F: 3 clusters Score -3.447851e+07 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267852 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -34485952.000000 Penalty: 6212.094727
	Iteration 10Q: 3 clusters Score -3.448595e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271242 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -34489380.000000 Penalty: 6212.094727
	Iteration 11Q: 3 clusters Score -3.448938e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272668 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -34490888.000000 Penalty: 6212.094727
	Iteration 12Q: 3 clusters Score -3.449089e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273274 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -34491660.000000 Penalty: 6212.094727
	Iteration 13Q: 3 clusters Score -3.449166e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273595 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -34492012.000000 Penalty: 6212.094727
	Iteration 14Q: 3 clusters Score -3.449201e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273771 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -34492240.000000 Penalty: 6212.094727
	Iteration 15Q: 3 clusters Score -3.449224e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273866 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -34492380.000000 Penalty: 6212.094727
	Iteration 16Q: 3 clusters Score -3.449238e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273919 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -34492444.000000 Penalty: 6212.094727
	Iteration 17Q: 3 clusters Score -3.449244e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273977 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -34492548.000000 Penalty: 6212.094727
	Iteration 18Q: 3 clusters Score -3.449255e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274005 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -34492624.000000 Penalty: 6212.094727
	Iteration 19Q: 3 clusters Score -3.449262e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274032 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -34492584.000000 Penalty: 6212.094727
	Iteration 20F: 3 clusters Score -3.449258e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274042 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -34492624.000000 Penalty: 6212.094727
	Iteration 21Q: 3 clusters Score -3.449262e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274051 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -34492660.000000 Penalty: 6212.094727
	Iteration 22Q: 3 clusters Score -3.449266e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274071 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -34492676.000000 Penalty: 6212.094727
	Iteration 23Q: 3 clusters Score -3.449268e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274077 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -34492688.000000 Penalty: 6212.094727
	Iteration 24Q: 3 clusters Score -3.449269e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274078 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -34492704.000000 Penalty: 6212.094727
	Iteration 25Q: 3 clusters Score -3.44927e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274087 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -34492720.000000 Penalty: 6212.094727
	Iteration 26Q: 3 clusters Score -3.449272e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274091 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -34492748.000000 Penalty: 6212.094727
	Iteration 27Q: 3 clusters Score -3.449275e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274091 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -34492772.000000 Penalty: 6212.094727
	Iteration 28Q: 3 clusters Score -3.449277e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274098 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -34492768.000000 Penalty: 6212.094727
	Iteration 29Q: 3 clusters Score -3.449277e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274114 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -34492796.000000 Penalty: 6212.094727
	Iteration 30Q: 3 clusters Score -3.44928e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274120 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -34492808.000000 Penalty: 6212.094727
	Iteration 31Q: 3 clusters Score -3.449281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274124 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -34492820.000000 Penalty: 6212.094727
	Iteration 32Q: 3 clusters Score -3.449282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274130 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -34492804.000000 Penalty: 6212.094727
	Iteration 33Q: 3 clusters Score -3.44928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274131 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -34492820.000000 Penalty: 6212.094727
	Iteration 34Q: 3 clusters Score -3.449282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274133 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -34492824.000000 Penalty: 6212.094727
	Iteration 35Q: 3 clusters Score -3.449282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274134 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -34492812.000000 Penalty: 6212.094727
	Iteration 36Q: 3 clusters Score -3.449281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274136 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -34492832.000000 Penalty: 6212.094727
	Iteration 37Q: 3 clusters Score -3.449283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274137 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -34492820.000000 Penalty: 6212.094727
	Iteration 38Q: 3 clusters Score -3.449282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274138 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -34492800.000000 Penalty: 6212.094727
	Iteration 39Q: 3 clusters Score -3.44928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274138 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -34492800.000000 Penalty: 6212.094727
	Iteration 40F: 3 clusters Score -3.44928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -66938.750000 Penalty: 1592.965210
	Iteration 0F: 2 clusters Score -66938.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -65332.355469 Penalty: 3185.930420
	Iteration 0F: 3 clusters Score -65332.36 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65640.765625 Penalty: 3185.930420
	Iteration 1F: 3 clusters Score -65640.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -65845.804688 Penalty: 3185.930420
	Iteration 2F: 3 clusters Score -65845.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66101.398438 Penalty: 3185.930420
	Iteration 3F: 3 clusters Score -66101.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66410.859375 Penalty: 3185.930420
	Iteration 4F: 3 clusters Score -66410.86 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66716.328125 Penalty: 3185.930420
	Iteration 5F: 3 clusters Score -66716.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67133.742188 Penalty: 3185.930420
	Iteration 6F: 3 clusters Score -67133.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67650.007812 Penalty: 3185.930420
	Iteration 7Q: 3 clusters Score -67650.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67776.796875 Penalty: 3185.930420
	Iteration 8Q: 3 clusters Score -67776.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67788.078125 Penalty: 3185.930420
	Iteration 9Q: 3 clusters Score -67788.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67790.890625 Penalty: 3185.930420
	Iteration 10Q: 3 clusters Score -67790.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67790.890625 Penalty: 3185.930420
	Iteration 11F: 3 clusters Score -67790.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 97287 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30279 members 
Mstep: Class 5 contains 33243 members 
Mstep: Class 6 contains 35927 members 
Mstep: Class 7 contains 25265 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172790 members 
Mstep: Class 11 contains 428 members 
Mstep: Class 12 contains 274961 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179724 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49984 members 
Mstep: Class 20 contains 43390 members 
Mstep: Class 21 contains 263 members 
Entering Unmasked Estep 
Score: -119291288.000000 Penalty: 71765.531250
Splitting cluster 13 changes total score from -119291936.000000 to -119291288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -22703.533203 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -22703.53 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 130 members 
Entering Unmasked Estep 
Score: -21661.697266 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -21661.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21950.144531 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -21950.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22265.558594 Penalty: 2750.407959
	Iteration 2F: 3 clusters Score -22265.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22342.363281 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -22342.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22361.480469 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -22361.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22367.673828 Penalty: 2750.407959
	Iteration 5Q: 3 clusters Score -22367.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22374.855469 Penalty: 2750.407959
	Iteration 6Q: 3 clusters Score -22374.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22374.855469 Penalty: 2750.407959
	Iteration 7F: 3 clusters Score -22374.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -44618.449219 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -44618.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43329.902344 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -43329.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43918.097656 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -43918.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -44168.414062 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -44168.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -44394.296875 Penalty: 3062.197998
	Iteration 3F: 3 clusters Score -44394.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -44602.503906 Penalty: 3062.197998
	Iteration 4F: 3 clusters Score -44602.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -44944.875000 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -44944.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -45226.519531 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -45226.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -45355.074219 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -45355.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -45358.050781 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -45358.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -45358.050781 Penalty: 3062.197998
	Iteration 9F: 3 clusters Score -45358.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 97287 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30279 members 
Mstep: Class 5 contains 33243 members 
Mstep: Class 6 contains 35927 members 
Mstep: Class 7 contains 25265 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172790 members 
Mstep: Class 11 contains 428 members 
Mstep: Class 12 contains 274961 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 364 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179724 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49984 members 
Mstep: Class 20 contains 43390 members 
Mstep: Class 21 contains 116 members 
Entering Unmasked Estep 
Score: -119291080.000000 Penalty: 71765.531250
Splitting cluster 15 changes total score from -119291936.000000 to -119291080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (179724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179724 members 
Entering Unmasked Estep 
Score: -22576132.000000 Penalty: 3000.595947
	Iteration 0F: 2 clusters Score -2.257613e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90092 members 
Mstep: Class 2 contains 89632 members 
Entering Unmasked Estep 
Score: -22456850.000000 Penalty: 6001.191895
	Iteration 0F: 3 clusters Score -2.245685e+07 nChanged 86007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94199 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -22507076.000000 Penalty: 6001.191895
	Iteration 1F: 3 clusters Score -2.250708e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96790 members 
Mstep: Class 2 contains 82934 members 
Entering Unmasked Estep 
Score: -22508756.000000 Penalty: 6001.191895
	Iteration 2Q: 3 clusters Score -2.250876e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100517 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
Score: -22511034.000000 Penalty: 6001.191895
	Iteration 3Q: 3 clusters Score -2.251103e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105976 members 
Mstep: Class 2 contains 73748 members 
Entering Unmasked Estep 
Score: -22514380.000000 Penalty: 6001.191895
	Iteration 4Q: 3 clusters Score -2.251438e+07 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113642 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -22519896.000000 Penalty: 6001.191895
	Iteration 5F: 3 clusters Score -2.25199e+07 nChanged 11179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123549 members 
Mstep: Class 2 contains 56175 members 
Entering Unmasked Estep 
Score: -22527682.000000 Penalty: 6001.191895
	Iteration 6F: 3 clusters Score -2.252768e+07 nChanged 13120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135577 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -22538188.000000 Penalty: 6001.191895
	Iteration 7F: 3 clusters Score -2.253819e+07 nChanged 13550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148097 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -22549598.000000 Penalty: 6001.191895
	Iteration 8F: 3 clusters Score -2.25496e+07 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158771 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -22559198.000000 Penalty: 6001.191895
	Iteration 9F: 3 clusters Score -2.25592e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166275 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -22565830.000000 Penalty: 6001.191895
	Iteration 10Q: 3 clusters Score -2.256583e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170740 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -22569740.000000 Penalty: 6001.191895
	Iteration 11Q: 3 clusters Score -2.256974e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173219 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -22571668.000000 Penalty: 6001.191895
	Iteration 12Q: 3 clusters Score -2.257167e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174515 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -22572750.000000 Penalty: 6001.191895
	Iteration 13Q: 3 clusters Score -2.257275e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175273 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -22573390.000000 Penalty: 6001.191895
	Iteration 14Q: 3 clusters Score -2.257339e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175768 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -22573742.000000 Penalty: 6001.191895
	Iteration 15Q: 3 clusters Score -2.257374e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176107 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -22573944.000000 Penalty: 6001.191895
	Iteration 16Q: 3 clusters Score -2.257394e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176341 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -22574080.000000 Penalty: 6001.191895
	Iteration 17Q: 3 clusters Score -2.257408e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176492 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -22574078.000000 Penalty: 6001.191895
	Iteration 18Q: 3 clusters Score -2.257408e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176590 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -22574148.000000 Penalty: 6001.191895
	Iteration 19Q: 3 clusters Score -2.257415e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176672 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -22574138.000000 Penalty: 6001.191895
	Iteration 20F: 3 clusters Score -2.257414e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176759 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -22574194.000000 Penalty: 6001.191895
	Iteration 21Q: 3 clusters Score -2.257419e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176835 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -22574226.000000 Penalty: 6001.191895
	Iteration 22Q: 3 clusters Score -2.257423e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176878 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -22574264.000000 Penalty: 6001.191895
	Iteration 23Q: 3 clusters Score -2.257426e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176908 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -22574264.000000 Penalty: 6001.191895
	Iteration 24Q: 3 clusters Score -2.257426e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176935 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -22574260.000000 Penalty: 6001.191895
	Iteration 25Q: 3 clusters Score -2.257426e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176946 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -22574288.000000 Penalty: 6001.191895
	Iteration 26Q: 3 clusters Score -2.257429e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176960 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -22574310.000000 Penalty: 6001.191895
	Iteration 27Q: 3 clusters Score -2.257431e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176971 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -22574330.000000 Penalty: 6001.191895
	Iteration 28Q: 3 clusters Score -2.257433e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176983 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -22574318.000000 Penalty: 6001.191895
	Iteration 29Q: 3 clusters Score -2.257432e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176989 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -22574316.000000 Penalty: 6001.191895
	Iteration 30Q: 3 clusters Score -2.257432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177000 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -22574324.000000 Penalty: 6001.191895
	Iteration 31Q: 3 clusters Score -2.257432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177007 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -22574314.000000 Penalty: 6001.191895
	Iteration 32Q: 3 clusters Score -2.257431e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177012 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -22574304.000000 Penalty: 6001.191895
	Iteration 33Q: 3 clusters Score -2.25743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177021 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -22574296.000000 Penalty: 6001.191895
	Iteration 34Q: 3 clusters Score -2.25743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177026 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -22574314.000000 Penalty: 6001.191895
	Iteration 35Q: 3 clusters Score -2.257431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177032 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -22574296.000000 Penalty: 6001.191895
	Iteration 36Q: 3 clusters Score -2.25743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177035 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -22574308.000000 Penalty: 6001.191895
	Iteration 37Q: 3 clusters Score -2.257431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177037 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -22574324.000000 Penalty: 6001.191895
	Iteration 38Q: 3 clusters Score -2.257432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177036 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -22574338.000000 Penalty: 6001.191895
	Iteration 39Q: 3 clusters Score -2.257434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177039 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -22574336.000000 Penalty: 6001.191895
	Iteration 40F: 3 clusters Score -2.257434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177039 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -22574326.000000 Penalty: 6001.191895
	Iteration 41Q: 3 clusters Score -2.257433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177047 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -22574330.000000 Penalty: 6001.191895
	Iteration 42Q: 3 clusters Score -2.257433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177053 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -22574326.000000 Penalty: 6001.191895
	Iteration 43Q: 3 clusters Score -2.257433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177053 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -22574328.000000 Penalty: 6001.191895
	Iteration 44Q: 3 clusters Score -2.257433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177054 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -22574342.000000 Penalty: 6001.191895
	Iteration 45Q: 3 clusters Score -2.257434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177054 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -22574342.000000 Penalty: 6001.191895
	Iteration 46Q: 3 clusters Score -2.257434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177055 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -22574340.000000 Penalty: 6001.191895
	Iteration 47Q: 3 clusters Score -2.257434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177056 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -22574350.000000 Penalty: 6001.191895
	Iteration 48Q: 3 clusters Score -2.257435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177060 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -22574348.000000 Penalty: 6001.191895
	Iteration 49Q: 3 clusters Score -2.257435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177061 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -22574348.000000 Penalty: 6001.191895
	Iteration 50Q: 3 clusters Score -2.257435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177062 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -22574344.000000 Penalty: 6001.191895
	Iteration 51Q: 3 clusters Score -2.257434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177063 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -22574348.000000 Penalty: 6001.191895
	Iteration 52Q: 3 clusters Score -2.257435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177066 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -22574358.000000 Penalty: 6001.191895
	Iteration 53Q: 3 clusters Score -2.257436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177068 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -22574360.000000 Penalty: 6001.191895
	Iteration 54Q: 3 clusters Score -2.257436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177069 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -22574354.000000 Penalty: 6001.191895
	Iteration 55Q: 3 clusters Score -2.257435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177069 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -22574354.000000 Penalty: 6001.191895
	Iteration 56F: 3 clusters Score -2.257435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -59384.500000 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -59384.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -57755.050781 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -57755.05 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58047.671875 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -58047.67 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58220.214844 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -58220.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58329.593750 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -58329.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -58429.128906 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -58429.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58607.488281 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -58607.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -58802.273438 Penalty: 3165.380615
	Iteration 6F: 3 clusters Score -58802.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59051.363281 Penalty: 3165.380615
	Iteration 7F: 3 clusters Score -59051.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59147.675781 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -59147.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59213.925781 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -59213.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59347.390625 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -59347.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59448.949219 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -59448.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59506.832031 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -59506.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59537.914062 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -59537.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59574.316406 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -59574.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59592.660156 Penalty: 3165.380615
	Iteration 15Q: 3 clusters Score -59592.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59624.070312 Penalty: 3165.380615
	Iteration 16Q: 3 clusters Score -59624.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59641.488281 Penalty: 3165.380615
	Iteration 17Q: 3 clusters Score -59641.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59665.488281 Penalty: 3165.380615
	Iteration 18Q: 3 clusters Score -59665.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59687.796875 Penalty: 3165.380615
	Iteration 19Q: 3 clusters Score -59687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59705.406250 Penalty: 3165.380615
	Iteration 20F: 3 clusters Score -59705.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59709.718750 Penalty: 3165.380615
	Iteration 21Q: 3 clusters Score -59709.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59716.207031 Penalty: 3165.380615
	Iteration 22Q: 3 clusters Score -59716.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59716.207031 Penalty: 3165.380615
	Iteration 23F: 3 clusters Score -59716.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 97287 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30279 members 
Mstep: Class 5 contains 33243 members 
Mstep: Class 6 contains 35927 members 
Mstep: Class 7 contains 25265 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172790 members 
Mstep: Class 11 contains 428 members 
Mstep: Class 12 contains 274961 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179724 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 49984 members 
Mstep: Class 20 contains 43390 members 
Mstep: Class 21 contains 291 members 
Entering Unmasked Estep 
Score: -119290728.000000 Penalty: 71765.531250
Splitting cluster 18 changes total score from -119291936.000000 to -119290728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (49984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Entering Unmasked Estep 
Score: -6198764.000000 Penalty: 2683.225586
	Iteration 0F: 2 clusters Score -6198764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -6165169.000000 Penalty: 5366.451172
	Iteration 0F: 3 clusters Score -6165169 nChanged 23107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -6177802.000000 Penalty: 5366.451172
	Iteration 1F: 3 clusters Score -6177802 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -6178176.500000 Penalty: 5366.451172
	Iteration 2Q: 3 clusters Score -6178176 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -6178462.500000 Penalty: 5366.451172
	Iteration 3Q: 3 clusters Score -6178462 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -6178726.500000 Penalty: 5366.451172
	Iteration 4Q: 3 clusters Score -6178726 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -6178995.000000 Penalty: 5366.451172
	Iteration 5Q: 3 clusters Score -6178995 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -6179238.000000 Penalty: 5366.451172
	Iteration 6Q: 3 clusters Score -6179238 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -6179552.500000 Penalty: 5366.451172
	Iteration 7Q: 3 clusters Score -6179552 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -6180058.000000 Penalty: 5366.451172
	Iteration 8Q: 3 clusters Score -6180058 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -6180917.500000 Penalty: 5366.451172
	Iteration 9Q: 3 clusters Score -6180918 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -6182273.500000 Penalty: 5366.451172
	Iteration 10Q: 3 clusters Score -6182274 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -6184512.000000 Penalty: 5366.451172
	Iteration 11F: 3 clusters Score -6184512 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -6187531.500000 Penalty: 5366.451172
	Iteration 12F: 3 clusters Score -6187532 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -6190858.000000 Penalty: 5366.451172
	Iteration 13F: 3 clusters Score -6190858 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -6193508.500000 Penalty: 5366.451172
	Iteration 14F: 3 clusters Score -6193508 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -6195040.500000 Penalty: 5366.451172
	Iteration 15Q: 3 clusters Score -6195040 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -6195784.000000 Penalty: 5366.451172
	Iteration 16Q: 3 clusters Score -6195784 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -6196104.000000 Penalty: 5366.451172
	Iteration 17Q: 3 clusters Score -6196104 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -6196244.000000 Penalty: 5366.451172
	Iteration 18Q: 3 clusters Score -6196244 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 49693 members 
Entering Unmasked Estep 
Score: -6196319.500000 Penalty: 5366.451172
	Iteration 19Q: 3 clusters Score -6196320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -6196351.000000 Penalty: 5366.451172
	Iteration 20F: 3 clusters Score -6196351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -6196384.500000 Penalty: 5366.451172
	Iteration 21Q: 3 clusters Score -6196384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -6196415.500000 Penalty: 5366.451172
	Iteration 22Q: 3 clusters Score -6196416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -6196434.500000 Penalty: 5366.451172
	Iteration 23Q: 3 clusters Score -6196434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -6196458.000000 Penalty: 5366.451172
	Iteration 24Q: 3 clusters Score -6196458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -6196474.500000 Penalty: 5366.451172
	Iteration 25Q: 3 clusters Score -6196474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -6196486.000000 Penalty: 5366.451172
	Iteration 26Q: 3 clusters Score -6196486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -6196499.000000 Penalty: 5366.451172
	Iteration 27Q: 3 clusters Score -6196499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -6196507.000000 Penalty: 5366.451172
	Iteration 28Q: 3 clusters Score -6196507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -6196508.500000 Penalty: 5366.451172
	Iteration 29Q: 3 clusters Score -6196508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -6196508.500000 Penalty: 5366.451172
	Iteration 30F: 3 clusters Score -6196508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Entering Unmasked Estep 
Score: -5537341.500000 Penalty: 2648.140137
	Iteration 0F: 2 clusters Score -5537342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -5507834.000000 Penalty: 5296.280273
	Iteration 0F: 3 clusters Score -5507834 nChanged 19827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -5518975.000000 Penalty: 5296.280273
	Iteration 1F: 3 clusters Score -5518975 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -5519727.500000 Penalty: 5296.280273
	Iteration 2Q: 3 clusters Score -5519728 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -5520707.500000 Penalty: 5296.280273
	Iteration 3Q: 3 clusters Score -5520708 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -5522092.500000 Penalty: 5296.280273
	Iteration 4F: 3 clusters Score -5522092 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -5524044.500000 Penalty: 5296.280273
	Iteration 5F: 3 clusters Score -5524044 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -5526841.000000 Penalty: 5296.280273
	Iteration 6F: 3 clusters Score -5526841 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -5529859.000000 Penalty: 5296.280273
	Iteration 7F: 3 clusters Score -5529859 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -5532228.000000 Penalty: 5296.280273
	Iteration 8F: 3 clusters Score -5532228 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -5533670.000000 Penalty: 5296.280273
	Iteration 9Q: 3 clusters Score -5533670 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -5534332.000000 Penalty: 5296.280273
	Iteration 10Q: 3 clusters Score -5534332 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -5534718.000000 Penalty: 5296.280273
	Iteration 11Q: 3 clusters Score -5534718 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -5534940.500000 Penalty: 5296.280273
	Iteration 12Q: 3 clusters Score -5534940 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -5535017.500000 Penalty: 5296.280273
	Iteration 13Q: 3 clusters Score -5535018 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -5535072.500000 Penalty: 5296.280273
	Iteration 14Q: 3 clusters Score -5535072 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -5535132.500000 Penalty: 5296.280273
	Iteration 15Q: 3 clusters Score -5535132 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -5535152.000000 Penalty: 5296.280273
	Iteration 16Q: 3 clusters Score -5535152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -5535180.000000 Penalty: 5296.280273
	Iteration 17Q: 3 clusters Score -5535180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -5535177.500000 Penalty: 5296.280273
	Iteration 18Q: 3 clusters Score -5535178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -5535194.000000 Penalty: 5296.280273
	Iteration 19Q: 3 clusters Score -5535194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -5535205.500000 Penalty: 5296.280273
	Iteration 20F: 3 clusters Score -5535206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -5535207.000000 Penalty: 5296.280273
	Iteration 21Q: 3 clusters Score -5535207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -5535207.000000 Penalty: 5296.280273
	Iteration 22Q: 3 clusters Score -5535207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -5535213.500000 Penalty: 5296.280273
	Iteration 23Q: 3 clusters Score -5535214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -5535214.000000 Penalty: 5296.280273
	Iteration 24Q: 3 clusters Score -5535214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -5535214.500000 Penalty: 5296.280273
	Iteration 25Q: 3 clusters Score -5535214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -5535220.500000 Penalty: 5296.280273
	Iteration 26Q: 3 clusters Score -5535220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -5535219.500000 Penalty: 5296.280273
	Iteration 27Q: 3 clusters Score -5535220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -5535221.000000 Penalty: 5296.280273
	Iteration 28Q: 3 clusters Score -5535221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -5535223.000000 Penalty: 5296.280273
	Iteration 29Q: 3 clusters Score -5535223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -5535232.500000 Penalty: 5296.280273
	Iteration 30Q: 3 clusters Score -5535232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -5535233.000000 Penalty: 5296.280273
	Iteration 31Q: 3 clusters Score -5535233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -5535227.500000 Penalty: 5296.280273
	Iteration 32Q: 3 clusters Score -5535228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -5535228.500000 Penalty: 5296.280273
	Iteration 33Q: 3 clusters Score -5535228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -5535227.500000 Penalty: 5296.280273
	Iteration 34Q: 3 clusters Score -5535228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -5535230.000000 Penalty: 5296.280273
	Iteration 35Q: 3 clusters Score -5535230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -5535241.000000 Penalty: 5296.280273
	Iteration 36Q: 3 clusters Score -5535241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -5535240.000000 Penalty: 5296.280273
	Iteration 37Q: 3 clusters Score -5535240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -5535240.000000 Penalty: 5296.280273
	Iteration 38F: 3 clusters Score -5535240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 97287 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30279 members 
Mstep: Class 5 contains 33243 members 
Mstep: Class 6 contains 35927 members 
Mstep: Class 7 contains 25265 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 503 members 
Mstep: Class 10 contains 172790 members 
Mstep: Class 11 contains 428 members 
Mstep: Class 12 contains 274961 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 17 contains 179724 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49984 members 
Mstep: Class 20 contains 43390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292256.000000 Penalty: 68348.125000
Iteration 199Q: 21 clusters Score -1.192923e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 97252 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30285 members 
Mstep: Class 5 contains 33245 members 
Mstep: Class 6 contains 35926 members 
Mstep: Class 7 contains 25263 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 501 members 
Mstep: Class 10 contains 172789 members 
Mstep: Class 11 contains 431 members 
Mstep: Class 12 contains 275019 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 518 members 
Mstep: Class 17 contains 179700 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49983 members 
Mstep: Class 20 contains 43390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292592.000000 Penalty: 68348.125000
Iteration 200F: 21 clusters Score -1.192926e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 97218 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30283 members 
Mstep: Class 5 contains 33243 members 
Mstep: Class 6 contains 35920 members 
Mstep: Class 7 contains 25264 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 172792 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 275088 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 518 members 
Mstep: Class 17 contains 179668 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49988 members 
Mstep: Class 20 contains 43389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292656.000000 Penalty: 68348.125000
Iteration 201Q: 21 clusters Score -1.192927e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 97186 members 
Mstep: Class 3 contains 2171 members 
Mstep: Class 4 contains 30278 members 
Mstep: Class 5 contains 33243 members 
Mstep: Class 6 contains 35920 members 
Mstep: Class 7 contains 25265 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 172782 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 275144 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 518 members 
Mstep: Class 17 contains 179661 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49985 members 
Mstep: Class 20 contains 43390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292664.000000 Penalty: 68348.125000
Iteration 202Q: 21 clusters Score -1.192927e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 97153 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30280 members 
Mstep: Class 5 contains 33246 members 
Mstep: Class 6 contains 35921 members 
Mstep: Class 7 contains 25265 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 172780 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 275194 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 518 members 
Mstep: Class 17 contains 179640 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49986 members 
Mstep: Class 20 contains 43391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292600.000000 Penalty: 68348.125000
Iteration 203Q: 21 clusters Score -1.192926e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 97119 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30281 members 
Mstep: Class 5 contains 33244 members 
Mstep: Class 6 contains 35922 members 
Mstep: Class 7 contains 25266 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 172789 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 275248 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179607 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49990 members 
Mstep: Class 20 contains 43391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292616.000000 Penalty: 68348.125000
Iteration 204Q: 21 clusters Score -1.192926e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 97097 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30276 members 
Mstep: Class 5 contains 33240 members 
Mstep: Class 6 contains 35924 members 
Mstep: Class 7 contains 25263 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 172790 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 275316 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179566 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292736.000000 Penalty: 68348.125000
Iteration 205Q: 21 clusters Score -1.192927e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 97064 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30270 members 
Mstep: Class 5 contains 33237 members 
Mstep: Class 6 contains 35927 members 
Mstep: Class 7 contains 25263 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 172793 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 275369 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179551 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49991 members 
Mstep: Class 20 contains 43392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292784.000000 Penalty: 68348.125000
Iteration 206Q: 21 clusters Score -1.192928e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 97035 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30270 members 
Mstep: Class 5 contains 33239 members 
Mstep: Class 6 contains 35922 members 
Mstep: Class 7 contains 25262 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 172793 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 275417 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179532 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49995 members 
Mstep: Class 20 contains 43389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292688.000000 Penalty: 68348.125000
Iteration 207Q: 21 clusters Score -1.192927e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 97009 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30272 members 
Mstep: Class 5 contains 33239 members 
Mstep: Class 6 contains 35921 members 
Mstep: Class 7 contains 25260 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 172785 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 275469 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179512 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49997 members 
Mstep: Class 20 contains 43386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292632.000000 Penalty: 68348.125000
Iteration 208Q: 21 clusters Score -1.192926e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96981 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30274 members 
Mstep: Class 5 contains 33239 members 
Mstep: Class 6 contains 35922 members 
Mstep: Class 7 contains 25259 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 172790 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 275527 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179473 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49998 members 
Mstep: Class 20 contains 43383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292624.000000 Penalty: 68348.125000
Iteration 209Q: 21 clusters Score -1.192926e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96965 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30277 members 
Mstep: Class 5 contains 33232 members 
Mstep: Class 6 contains 35920 members 
Mstep: Class 7 contains 25262 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 172798 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 275577 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179433 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49998 members 
Mstep: Class 20 contains 43382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292640.000000 Penalty: 68348.125000
Iteration 210Q: 21 clusters Score -1.192926e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 96946 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30277 members 
Mstep: Class 5 contains 33232 members 
Mstep: Class 6 contains 35923 members 
Mstep: Class 7 contains 25260 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 172798 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 275631 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179396 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49997 members 
Mstep: Class 20 contains 43382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292728.000000 Penalty: 68348.125000
Iteration 211Q: 21 clusters Score -1.192927e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 96920 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30275 members 
Mstep: Class 5 contains 33229 members 
Mstep: Class 6 contains 35924 members 
Mstep: Class 7 contains 25260 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 172808 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 275679 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179365 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49999 members 
Mstep: Class 20 contains 43383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292576.000000 Penalty: 68348.125000
Iteration 212Q: 21 clusters Score -1.192926e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 96900 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30274 members 
Mstep: Class 5 contains 33231 members 
Mstep: Class 6 contains 35929 members 
Mstep: Class 7 contains 25260 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 172815 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 275717 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179335 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 50000 members 
Mstep: Class 20 contains 43382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292592.000000 Penalty: 68348.125000
Iteration 213Q: 21 clusters Score -1.192926e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96873 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30275 members 
Mstep: Class 5 contains 33228 members 
Mstep: Class 6 contains 35933 members 
Mstep: Class 7 contains 25261 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 172826 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 275751 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179318 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49998 members 
Mstep: Class 20 contains 43381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292584.000000 Penalty: 68348.125000
Iteration 214Q: 21 clusters Score -1.192926e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96851 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30275 members 
Mstep: Class 5 contains 33227 members 
Mstep: Class 6 contains 35935 members 
Mstep: Class 7 contains 25259 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 172832 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 275802 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179286 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49996 members 
Mstep: Class 20 contains 43381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292520.000000 Penalty: 68348.125000
Iteration 215Q: 21 clusters Score -1.192925e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96834 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30277 members 
Mstep: Class 5 contains 33227 members 
Mstep: Class 6 contains 35939 members 
Mstep: Class 7 contains 25262 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 172843 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 275858 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179231 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49995 members 
Mstep: Class 20 contains 43378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292560.000000 Penalty: 68348.125000
Iteration 216Q: 21 clusters Score -1.192926e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96819 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30276 members 
Mstep: Class 5 contains 33226 members 
Mstep: Class 6 contains 35941 members 
Mstep: Class 7 contains 25265 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 172848 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 275912 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179187 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49995 members 
Mstep: Class 20 contains 43376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292448.000000 Penalty: 68348.125000
Iteration 217Q: 21 clusters Score -1.192924e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96800 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30277 members 
Mstep: Class 5 contains 33224 members 
Mstep: Class 6 contains 35946 members 
Mstep: Class 7 contains 25263 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 172858 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 275951 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179150 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49996 members 
Mstep: Class 20 contains 43380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292512.000000 Penalty: 68348.125000
Iteration 218Q: 21 clusters Score -1.192925e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96784 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30278 members 
Mstep: Class 5 contains 33225 members 
Mstep: Class 6 contains 35945 members 
Mstep: Class 7 contains 25262 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 172863 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 275980 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179132 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49994 members 
Mstep: Class 20 contains 43382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292336.000000 Penalty: 68348.125000
Iteration 219Q: 21 clusters Score -1.192923e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96769 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30281 members 
Mstep: Class 5 contains 33228 members 
Mstep: Class 6 contains 35944 members 
Mstep: Class 7 contains 25262 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 172868 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 276007 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179110 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292328.000000 Penalty: 68348.125000
Iteration 220F: 21 clusters Score -1.192923e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96755 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30284 members 
Mstep: Class 5 contains 33227 members 
Mstep: Class 6 contains 35946 members 
Mstep: Class 7 contains 25261 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 172872 members 
Mstep: Class 11 contains 441 members 
Mstep: Class 12 contains 276052 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179075 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49991 members 
Mstep: Class 20 contains 43381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292424.000000 Penalty: 68348.125000
Iteration 221Q: 21 clusters Score -1.192924e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96739 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33220 members 
Mstep: Class 6 contains 35947 members 
Mstep: Class 7 contains 25261 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 172879 members 
Mstep: Class 11 contains 444 members 
Mstep: Class 12 contains 276092 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179050 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49990 members 
Mstep: Class 20 contains 43375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292528.000000 Penalty: 68348.125000
Iteration 222Q: 21 clusters Score -1.192925e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 96719 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30300 members 
Mstep: Class 5 contains 33216 members 
Mstep: Class 6 contains 35950 members 
Mstep: Class 7 contains 25260 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 172874 members 
Mstep: Class 11 contains 447 members 
Mstep: Class 12 contains 276138 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179028 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49990 members 
Mstep: Class 20 contains 43372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292568.000000 Penalty: 68348.125000
Iteration 223Q: 21 clusters Score -1.192926e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 96704 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33213 members 
Mstep: Class 6 contains 35953 members 
Mstep: Class 7 contains 25258 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 172861 members 
Mstep: Class 11 contains 449 members 
Mstep: Class 12 contains 276186 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 179009 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49993 members 
Mstep: Class 20 contains 43367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292448.000000 Penalty: 68348.125000
Iteration 224Q: 21 clusters Score -1.192924e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 96689 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33207 members 
Mstep: Class 6 contains 35955 members 
Mstep: Class 7 contains 25258 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 172855 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 276237 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178985 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49990 members 
Mstep: Class 20 contains 43367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292528.000000 Penalty: 68348.125000
Iteration 225Q: 21 clusters Score -1.192925e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 96664 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33202 members 
Mstep: Class 6 contains 35961 members 
Mstep: Class 7 contains 25259 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 172852 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 276282 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178969 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49988 members 
Mstep: Class 20 contains 43369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292600.000000 Penalty: 68348.125000
Iteration 226Q: 21 clusters Score -1.192926e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 96654 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30300 members 
Mstep: Class 5 contains 33196 members 
Mstep: Class 6 contains 35960 members 
Mstep: Class 7 contains 25257 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 477 members 
Mstep: Class 10 contains 172842 members 
Mstep: Class 11 contains 454 members 
Mstep: Class 12 contains 276322 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178958 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49987 members 
Mstep: Class 20 contains 43372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292664.000000 Penalty: 68348.125000
Iteration 227Q: 21 clusters Score -1.192927e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 96640 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33190 members 
Mstep: Class 6 contains 35957 members 
Mstep: Class 7 contains 25256 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 172831 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 276374 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178940 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49984 members 
Mstep: Class 20 contains 43370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292624.000000 Penalty: 68348.125000
Iteration 228Q: 21 clusters Score -1.192926e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 96629 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33187 members 
Mstep: Class 6 contains 35960 members 
Mstep: Class 7 contains 25254 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 172817 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 276413 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178929 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49986 members 
Mstep: Class 20 contains 43369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292656.000000 Penalty: 68348.125000
Iteration 229Q: 21 clusters Score -1.192927e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96614 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30302 members 
Mstep: Class 5 contains 33187 members 
Mstep: Class 6 contains 35961 members 
Mstep: Class 7 contains 25254 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 172806 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 276448 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178919 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49989 members 
Mstep: Class 20 contains 43366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292576.000000 Penalty: 68348.125000
Iteration 230Q: 21 clusters Score -1.192926e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 96605 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30302 members 
Mstep: Class 5 contains 33188 members 
Mstep: Class 6 contains 35963 members 
Mstep: Class 7 contains 25254 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 172801 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 276468 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178907 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292544.000000 Penalty: 68348.125000
Iteration 231Q: 21 clusters Score -1.192925e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 96604 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33191 members 
Mstep: Class 6 contains 35964 members 
Mstep: Class 7 contains 25256 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 172783 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 276496 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178886 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49994 members 
Mstep: Class 20 contains 43369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292496.000000 Penalty: 68348.125000
Iteration 232Q: 21 clusters Score -1.192925e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 96599 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30307 members 
Mstep: Class 5 contains 33193 members 
Mstep: Class 6 contains 35964 members 
Mstep: Class 7 contains 25253 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 172775 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 276536 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178857 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49994 members 
Mstep: Class 20 contains 43369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292456.000000 Penalty: 68348.125000
Iteration 233Q: 21 clusters Score -1.192925e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 96587 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30307 members 
Mstep: Class 5 contains 33193 members 
Mstep: Class 6 contains 35967 members 
Mstep: Class 7 contains 25251 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 172769 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 276580 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178828 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49997 members 
Mstep: Class 20 contains 43370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292416.000000 Penalty: 68348.125000
Iteration 234Q: 21 clusters Score -1.192924e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 96582 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33190 members 
Mstep: Class 6 contains 35971 members 
Mstep: Class 7 contains 25251 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 172760 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 276613 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178809 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49998 members 
Mstep: Class 20 contains 43371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292480.000000 Penalty: 68348.125000
Iteration 235Q: 21 clusters Score -1.192925e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 96572 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33187 members 
Mstep: Class 6 contains 35975 members 
Mstep: Class 7 contains 25252 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 172749 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 276661 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178785 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49996 members 
Mstep: Class 20 contains 43370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292560.000000 Penalty: 68348.125000
Iteration 236Q: 21 clusters Score -1.192926e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 96560 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30308 members 
Mstep: Class 5 contains 33181 members 
Mstep: Class 6 contains 35977 members 
Mstep: Class 7 contains 25249 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 172744 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 276695 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178771 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49997 members 
Mstep: Class 20 contains 43369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292592.000000 Penalty: 68348.125000
Iteration 237Q: 21 clusters Score -1.192926e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 96552 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30311 members 
Mstep: Class 5 contains 33176 members 
Mstep: Class 6 contains 35978 members 
Mstep: Class 7 contains 25248 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 172744 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 276723 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178751 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49998 members 
Mstep: Class 20 contains 43371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292528.000000 Penalty: 68348.125000
Iteration 238Q: 21 clusters Score -1.192925e+08 nChanged 89
Entering ConstructFrom: 
Score: -119292528.000000 Penalty: 68348.125000
Entering ConstructFrom: 
Trying to split cluster 1 (13585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Entering Unmasked Estep 
Score: -1622120.250000 Penalty: 2360.146973
	Iteration 0F: 2 clusters Score -1622120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1612262.375000 Penalty: 4720.293945
	Iteration 0F: 3 clusters Score -1612262 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1615299.000000 Penalty: 4720.293945
	Iteration 1F: 3 clusters Score -1615299 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1615734.375000 Penalty: 4720.293945
	Iteration 2F: 3 clusters Score -1615734 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1616236.500000 Penalty: 4720.293945
	Iteration 3F: 3 clusters Score -1616236 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1616827.000000 Penalty: 4720.293945
	Iteration 4F: 3 clusters Score -1616827 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1617529.875000 Penalty: 4720.293945
	Iteration 5F: 3 clusters Score -1617530 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1618355.875000 Penalty: 4720.293945
	Iteration 6F: 3 clusters Score -1618356 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1619147.500000 Penalty: 4720.293945
	Iteration 7F: 3 clusters Score -1619148 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1619884.375000 Penalty: 4720.293945
	Iteration 8F: 3 clusters Score -1619884 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1620417.875000 Penalty: 4720.293945
	Iteration 9F: 3 clusters Score -1620418 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1620773.750000 Penalty: 4720.293945
	Iteration 10Q: 3 clusters Score -1620774 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1620977.750000 Penalty: 4720.293945
	Iteration 11Q: 3 clusters Score -1620978 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1621085.875000 Penalty: 4720.293945
	Iteration 12Q: 3 clusters Score -1621086 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1621138.250000 Penalty: 4720.293945
	Iteration 13Q: 3 clusters Score -1621138 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1621169.375000 Penalty: 4720.293945
	Iteration 14Q: 3 clusters Score -1621169 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1621188.625000 Penalty: 4720.293945
	Iteration 15Q: 3 clusters Score -1621189 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1621203.625000 Penalty: 4720.293945
	Iteration 16Q: 3 clusters Score -1621204 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1621216.875000 Penalty: 4720.293945
	Iteration 17Q: 3 clusters Score -1621217 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1621231.250000 Penalty: 4720.293945
	Iteration 18Q: 3 clusters Score -1621231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1621232.875000 Penalty: 4720.293945
	Iteration 19Q: 3 clusters Score -1621233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1621233.750000 Penalty: 4720.293945
	Iteration 20F: 3 clusters Score -1621234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1621231.125000 Penalty: 4720.293945
	Iteration 21Q: 3 clusters Score -1621231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1621236.625000 Penalty: 4720.293945
	Iteration 22Q: 3 clusters Score -1621237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1621234.875000 Penalty: 4720.293945
	Iteration 23Q: 3 clusters Score -1621235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1621234.000000 Penalty: 4720.293945
	Iteration 24Q: 3 clusters Score -1621234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1621233.375000 Penalty: 4720.293945
	Iteration 25Q: 3 clusters Score -1621233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1621241.875000 Penalty: 4720.293945
	Iteration 26Q: 3 clusters Score -1621242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1621241.625000 Penalty: 4720.293945
	Iteration 27Q: 3 clusters Score -1621242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1621246.625000 Penalty: 4720.293945
	Iteration 28Q: 3 clusters Score -1621247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1621245.500000 Penalty: 4720.293945
	Iteration 29Q: 3 clusters Score -1621246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1621244.000000 Penalty: 4720.293945
	Iteration 30Q: 3 clusters Score -1621244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1621245.000000 Penalty: 4720.293945
	Iteration 31Q: 3 clusters Score -1621245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1621243.875000 Penalty: 4720.293945
	Iteration 32Q: 3 clusters Score -1621244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1621244.375000 Penalty: 4720.293945
	Iteration 33Q: 3 clusters Score -1621244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1621245.250000 Penalty: 4720.293945
	Iteration 34Q: 3 clusters Score -1621245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1621245.875000 Penalty: 4720.293945
	Iteration 35Q: 3 clusters Score -1621246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1621247.250000 Penalty: 4720.293945
	Iteration 36Q: 3 clusters Score -1621247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1621245.750000 Penalty: 4720.293945
	Iteration 37Q: 3 clusters Score -1621246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1621248.375000 Penalty: 4720.293945
	Iteration 38Q: 3 clusters Score -1621248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1621243.375000 Penalty: 4720.293945
	Iteration 39Q: 3 clusters Score -1621243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1621241.750000 Penalty: 4720.293945
	Iteration 40F: 3 clusters Score -1621242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (96540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96540 members 
Entering Unmasked Estep 
Score: -12218986.000000 Penalty: 2846.472656
	Iteration 0F: 2 clusters Score -1.221899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -12154145.000000 Penalty: 5692.945312
	Iteration 0F: 3 clusters Score -1.215414e+07 nChanged 45787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -12180496.000000 Penalty: 5692.945312
	Iteration 1F: 3 clusters Score -1.21805e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -12181188.000000 Penalty: 5692.945312
	Iteration 2Q: 3 clusters Score -1.218119e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -12182039.000000 Penalty: 5692.945312
	Iteration 3Q: 3 clusters Score -1.218204e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -12183016.000000 Penalty: 5692.945312
	Iteration 4Q: 3 clusters Score -1.218302e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -12184439.000000 Penalty: 5692.945312
	Iteration 5Q: 3 clusters Score -1.218444e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -12186707.000000 Penalty: 5692.945312
	Iteration 6Q: 3 clusters Score -1.218671e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 66753 members 
Entering Unmasked Estep 
Score: -12190205.000000 Penalty: 5692.945312
	Iteration 7F: 3 clusters Score -1.21902e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 73607 members 
Entering Unmasked Estep 
Score: -12195491.000000 Penalty: 5692.945312
	Iteration 8F: 3 clusters Score -1.219549e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 81135 members 
Entering Unmasked Estep 
Score: -12202205.000000 Penalty: 5692.945312
	Iteration 9F: 3 clusters Score -1.22022e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 87821 members 
Entering Unmasked Estep 
Score: -12208695.000000 Penalty: 5692.945312
	Iteration 10F: 3 clusters Score -1.22087e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 92287 members 
Entering Unmasked Estep 
Score: -12213088.000000 Penalty: 5692.945312
	Iteration 11Q: 3 clusters Score -1.221309e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 94484 members 
Entering Unmasked Estep 
Score: -12214988.000000 Penalty: 5692.945312
	Iteration 12Q: 3 clusters Score -1.221499e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 95386 members 
Entering Unmasked Estep 
Score: -12215852.000000 Penalty: 5692.945312
	Iteration 13Q: 3 clusters Score -1.221585e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 95736 members 
Entering Unmasked Estep 
Score: -12216180.000000 Penalty: 5692.945312
	Iteration 14Q: 3 clusters Score -1.221618e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 95904 members 
Entering Unmasked Estep 
Score: -12216345.000000 Penalty: 5692.945312
	Iteration 15Q: 3 clusters Score -1.221634e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 95997 members 
Entering Unmasked Estep 
Score: -12216457.000000 Penalty: 5692.945312
	Iteration 16Q: 3 clusters Score -1.221646e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 96038 members 
Entering Unmasked Estep 
Score: -12216489.000000 Penalty: 5692.945312
	Iteration 17Q: 3 clusters Score -1.221649e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 96074 members 
Entering Unmasked Estep 
Score: -12216531.000000 Penalty: 5692.945312
	Iteration 18Q: 3 clusters Score -1.221653e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 96097 members 
Entering Unmasked Estep 
Score: -12216553.000000 Penalty: 5692.945312
	Iteration 19Q: 3 clusters Score -1.221655e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 96113 members 
Entering Unmasked Estep 
Score: -12216559.000000 Penalty: 5692.945312
	Iteration 20F: 3 clusters Score -1.221656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 96122 members 
Entering Unmasked Estep 
Score: -12216571.000000 Penalty: 5692.945312
	Iteration 21Q: 3 clusters Score -1.221657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 96126 members 
Entering Unmasked Estep 
Score: -12216575.000000 Penalty: 5692.945312
	Iteration 22Q: 3 clusters Score -1.221658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 96130 members 
Entering Unmasked Estep 
Score: -12216588.000000 Penalty: 5692.945312
	Iteration 23Q: 3 clusters Score -1.221659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 96133 members 
Entering Unmasked Estep 
Score: -12216593.000000 Penalty: 5692.945312
	Iteration 24Q: 3 clusters Score -1.221659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 96136 members 
Entering Unmasked Estep 
Score: -12216591.000000 Penalty: 5692.945312
	Iteration 25Q: 3 clusters Score -1.221659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 96142 members 
Entering Unmasked Estep 
Score: -12216605.000000 Penalty: 5692.945312
	Iteration 26Q: 3 clusters Score -1.22166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 96144 members 
Entering Unmasked Estep 
Score: -12216592.000000 Penalty: 5692.945312
	Iteration 27Q: 3 clusters Score -1.221659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 96145 members 
Entering Unmasked Estep 
Score: -12216595.000000 Penalty: 5692.945312
	Iteration 28Q: 3 clusters Score -1.22166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 96147 members 
Entering Unmasked Estep 
Score: -12216600.000000 Penalty: 5692.945312
	Iteration 29Q: 3 clusters Score -1.22166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 96149 members 
Entering Unmasked Estep 
Score: -12216613.000000 Penalty: 5692.945312
	Iteration 30Q: 3 clusters Score -1.221661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 96150 members 
Entering Unmasked Estep 
Score: -12216605.000000 Penalty: 5692.945312
	Iteration 31Q: 3 clusters Score -1.22166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 96149 members 
Entering Unmasked Estep 
Score: -12216606.000000 Penalty: 5692.945312
	Iteration 32Q: 3 clusters Score -1.221661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 96149 members 
Entering Unmasked Estep 
Score: -12216606.000000 Penalty: 5692.945312
	Iteration 33F: 3 clusters Score -1.221661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -258991.640625 Penalty: 1905.255615
	Iteration 0F: 2 clusters Score -258991.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -256300.062500 Penalty: 3810.511230
	Iteration 0F: 3 clusters Score -256300.1 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -256837.046875 Penalty: 3810.511230
	Iteration 1F: 3 clusters Score -256837 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -257000.609375 Penalty: 3810.511230
	Iteration 2F: 3 clusters Score -257000.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -257126.296875 Penalty: 3810.511230
	Iteration 3F: 3 clusters Score -257126.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -257238.656250 Penalty: 3810.511230
	Iteration 4Q: 3 clusters Score -257238.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -257356.453125 Penalty: 3810.511230
	Iteration 5Q: 3 clusters Score -257356.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -257479.890625 Penalty: 3810.511230
	Iteration 6Q: 3 clusters Score -257479.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -257594.203125 Penalty: 3810.511230
	Iteration 7Q: 3 clusters Score -257594.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -257699.125000 Penalty: 3810.511230
	Iteration 8Q: 3 clusters Score -257699.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -257756.750000 Penalty: 3810.511230
	Iteration 9Q: 3 clusters Score -257756.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -257798.140625 Penalty: 3810.511230
	Iteration 10Q: 3 clusters Score -257798.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -257826.093750 Penalty: 3810.511230
	Iteration 11Q: 3 clusters Score -257826.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -257850.031250 Penalty: 3810.511230
	Iteration 12Q: 3 clusters Score -257850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -257873.375000 Penalty: 3810.511230
	Iteration 13Q: 3 clusters Score -257873.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -257883.828125 Penalty: 3810.511230
	Iteration 14Q: 3 clusters Score -257883.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -257892.203125 Penalty: 3810.511230
	Iteration 15Q: 3 clusters Score -257892.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -257898.875000 Penalty: 3810.511230
	Iteration 16Q: 3 clusters Score -257898.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -257904.390625 Penalty: 3810.511230
	Iteration 17Q: 3 clusters Score -257904.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -257910.968750 Penalty: 3810.511230
	Iteration 18Q: 3 clusters Score -257911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -257920.140625 Penalty: 3810.511230
	Iteration 19Q: 3 clusters Score -257920.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -257929.390625 Penalty: 3810.511230
	Iteration 20F: 3 clusters Score -257929.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -257942.625000 Penalty: 3810.511230
	Iteration 21Q: 3 clusters Score -257942.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -257953.015625 Penalty: 3810.511230
	Iteration 22Q: 3 clusters Score -257953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -257958.187500 Penalty: 3810.511230
	Iteration 23Q: 3 clusters Score -257958.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -257960.109375 Penalty: 3810.511230
	Iteration 24Q: 3 clusters Score -257960.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -257962.218750 Penalty: 3810.511230
	Iteration 25Q: 3 clusters Score -257962.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -257965.015625 Penalty: 3810.511230
	Iteration 26Q: 3 clusters Score -257965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -257967.328125 Penalty: 3810.511230
	Iteration 27Q: 3 clusters Score -257967.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -257969.937500 Penalty: 3810.511230
	Iteration 28Q: 3 clusters Score -257969.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -257970.390625 Penalty: 3810.511230
	Iteration 29Q: 3 clusters Score -257970.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -257972.125000 Penalty: 3810.511230
	Iteration 30Q: 3 clusters Score -257972.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -257974.968750 Penalty: 3810.511230
	Iteration 31Q: 3 clusters Score -257975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -257980.968750 Penalty: 3810.511230
	Iteration 32Q: 3 clusters Score -257981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -257993.531250 Penalty: 3810.511230
	Iteration 33Q: 3 clusters Score -257993.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -258008.703125 Penalty: 3810.511230
	Iteration 34Q: 3 clusters Score -258008.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -258028.265625 Penalty: 3810.511230
	Iteration 35Q: 3 clusters Score -258028.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -258060.640625 Penalty: 3810.511230
	Iteration 36Q: 3 clusters Score -258060.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -258136.562500 Penalty: 3810.511230
	Iteration 37Q: 3 clusters Score -258136.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -258375.984375 Penalty: 3810.511230
	Iteration 38Q: 3 clusters Score -258376 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -258863.328125 Penalty: 3810.511230
	Iteration 39F: 3 clusters Score -258863.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -259388.046875 Penalty: 3810.511230
	Iteration 40F: 3 clusters Score -259388 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -259582.031250 Penalty: 3810.511230
	Iteration 41Q: 3 clusters Score -259582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -259603.203125 Penalty: 3810.511230
	Iteration 42Q: 3 clusters Score -259603.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -259609.125000 Penalty: 3810.511230
	Iteration 43Q: 3 clusters Score -259609.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -259612.609375 Penalty: 3810.511230
	Iteration 44Q: 3 clusters Score -259612.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -259613.125000 Penalty: 3810.511230
	Iteration 45Q: 3 clusters Score -259613.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -259613.125000 Penalty: 3810.511230
	Iteration 46F: 3 clusters Score -259613.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 96540 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 30309 members 
Mstep: Class 5 contains 33175 members 
Mstep: Class 6 contains 35978 members 
Mstep: Class 7 contains 25248 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 172752 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 276752 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178727 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49999 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 1022 members 
Entering Unmasked Estep 
Score: -119291816.000000 Penalty: 71765.531250
Splitting cluster 3 changes total score from -119292528.000000 to -119291816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (30309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Entering Unmasked Estep 
Score: -3867298.500000 Penalty: 2559.161377
	Iteration 0F: 2 clusters Score -3867298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -3846577.750000 Penalty: 5118.322754
	Iteration 0F: 3 clusters Score -3846578 nChanged 13700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3853938.500000 Penalty: 5118.322754
	Iteration 1F: 3 clusters Score -3853938 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -3854381.500000 Penalty: 5118.322754
	Iteration 2Q: 3 clusters Score -3854382 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3854860.500000 Penalty: 5118.322754
	Iteration 3Q: 3 clusters Score -3854860 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3855392.750000 Penalty: 5118.322754
	Iteration 4Q: 3 clusters Score -3855393 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -3856134.500000 Penalty: 5118.322754
	Iteration 5Q: 3 clusters Score -3856134 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -3857276.750000 Penalty: 5118.322754
	Iteration 6F: 3 clusters Score -3857277 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -3859036.500000 Penalty: 5118.322754
	Iteration 7F: 3 clusters Score -3859036 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -3861146.250000 Penalty: 5118.322754
	Iteration 8F: 3 clusters Score -3861146 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3862921.500000 Penalty: 5118.322754
	Iteration 9F: 3 clusters Score -3862922 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3864058.750000 Penalty: 5118.322754
	Iteration 10Q: 3 clusters Score -3864059 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3864675.000000 Penalty: 5118.322754
	Iteration 11Q: 3 clusters Score -3864675 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3864956.500000 Penalty: 5118.322754
	Iteration 12Q: 3 clusters Score -3864956 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3865074.500000 Penalty: 5118.322754
	Iteration 13Q: 3 clusters Score -3865074 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3865145.500000 Penalty: 5118.322754
	Iteration 14Q: 3 clusters Score -3865146 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3865184.000000 Penalty: 5118.322754
	Iteration 15Q: 3 clusters Score -3865184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3865210.250000 Penalty: 5118.322754
	Iteration 16Q: 3 clusters Score -3865210 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3865242.000000 Penalty: 5118.322754
	Iteration 17Q: 3 clusters Score -3865242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3865255.250000 Penalty: 5118.322754
	Iteration 18Q: 3 clusters Score -3865255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3865285.250000 Penalty: 5118.322754
	Iteration 19Q: 3 clusters Score -3865285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3865292.000000 Penalty: 5118.322754
	Iteration 20F: 3 clusters Score -3865292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3865305.750000 Penalty: 5118.322754
	Iteration 21Q: 3 clusters Score -3865306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3865312.500000 Penalty: 5118.322754
	Iteration 22Q: 3 clusters Score -3865312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3865313.250000 Penalty: 5118.322754
	Iteration 23Q: 3 clusters Score -3865313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3865318.250000 Penalty: 5118.322754
	Iteration 24Q: 3 clusters Score -3865318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3865318.250000 Penalty: 5118.322754
	Iteration 25Q: 3 clusters Score -3865318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3865322.250000 Penalty: 5118.322754
	Iteration 26Q: 3 clusters Score -3865322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3865323.250000 Penalty: 5118.322754
	Iteration 27Q: 3 clusters Score -3865323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3865319.250000 Penalty: 5118.322754
	Iteration 28Q: 3 clusters Score -3865319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3865323.500000 Penalty: 5118.322754
	Iteration 29Q: 3 clusters Score -3865324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3865323.500000 Penalty: 5118.322754
	Iteration 30F: 3 clusters Score -3865324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Entering Unmasked Estep 
Score: -4231941.000000 Penalty: 2581.568848
	Iteration 0F: 2 clusters Score -4231941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -4209148.500000 Penalty: 5163.137695
	Iteration 0F: 3 clusters Score -4209148 nChanged 15065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -4217454.500000 Penalty: 5163.137695
	Iteration 1F: 3 clusters Score -4217454 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -4218081.000000 Penalty: 5163.137695
	Iteration 2Q: 3 clusters Score -4218081 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -4218734.500000 Penalty: 5163.137695
	Iteration 3Q: 3 clusters Score -4218734 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -4219458.000000 Penalty: 5163.137695
	Iteration 4Q: 3 clusters Score -4219458 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -4220284.000000 Penalty: 5163.137695
	Iteration 5F: 3 clusters Score -4220284 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -4221418.000000 Penalty: 5163.137695
	Iteration 6F: 3 clusters Score -4221418 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -4223010.500000 Penalty: 5163.137695
	Iteration 7F: 3 clusters Score -4223010 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -4224981.500000 Penalty: 5163.137695
	Iteration 8F: 3 clusters Score -4224982 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -4226618.500000 Penalty: 5163.137695
	Iteration 9F: 3 clusters Score -4226618 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -4227434.000000 Penalty: 5163.137695
	Iteration 10Q: 3 clusters Score -4227434 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -4227726.500000 Penalty: 5163.137695
	Iteration 11Q: 3 clusters Score -4227726 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -4227884.500000 Penalty: 5163.137695
	Iteration 12Q: 3 clusters Score -4227884 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -4228007.000000 Penalty: 5163.137695
	Iteration 13Q: 3 clusters Score -4228007 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -4228109.000000 Penalty: 5163.137695
	Iteration 14Q: 3 clusters Score -4228109 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -4228161.000000 Penalty: 5163.137695
	Iteration 15Q: 3 clusters Score -4228161 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -4228221.500000 Penalty: 5163.137695
	Iteration 16Q: 3 clusters Score -4228222 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -4228267.000000 Penalty: 5163.137695
	Iteration 17Q: 3 clusters Score -4228267 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -4228327.500000 Penalty: 5163.137695
	Iteration 18Q: 3 clusters Score -4228328 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -4228369.000000 Penalty: 5163.137695
	Iteration 19Q: 3 clusters Score -4228369 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -4228398.000000 Penalty: 5163.137695
	Iteration 20F: 3 clusters Score -4228398 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -4228458.000000 Penalty: 5163.137695
	Iteration 21Q: 3 clusters Score -4228458 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -4228498.500000 Penalty: 5163.137695
	Iteration 22Q: 3 clusters Score -4228498 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -4228536.500000 Penalty: 5163.137695
	Iteration 23Q: 3 clusters Score -4228536 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -4228590.000000 Penalty: 5163.137695
	Iteration 24Q: 3 clusters Score -4228590 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -4228636.500000 Penalty: 5163.137695
	Iteration 25Q: 3 clusters Score -4228636 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -4228686.500000 Penalty: 5163.137695
	Iteration 26Q: 3 clusters Score -4228686 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -4228737.000000 Penalty: 5163.137695
	Iteration 27Q: 3 clusters Score -4228737 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -4228801.500000 Penalty: 5163.137695
	Iteration 28Q: 3 clusters Score -4228802 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -4228844.500000 Penalty: 5163.137695
	Iteration 29Q: 3 clusters Score -4228844 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -4228911.500000 Penalty: 5163.137695
	Iteration 30Q: 3 clusters Score -4228912 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -4228986.000000 Penalty: 5163.137695
	Iteration 31Q: 3 clusters Score -4228986 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -4229029.000000 Penalty: 5163.137695
	Iteration 32Q: 3 clusters Score -4229029 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -4229090.000000 Penalty: 5163.137695
	Iteration 33Q: 3 clusters Score -4229090 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -4229167.500000 Penalty: 5163.137695
	Iteration 34Q: 3 clusters Score -4229168 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -4229208.500000 Penalty: 5163.137695
	Iteration 35Q: 3 clusters Score -4229208 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -4229256.000000 Penalty: 5163.137695
	Iteration 36Q: 3 clusters Score -4229256 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -4229310.000000 Penalty: 5163.137695
	Iteration 37Q: 3 clusters Score -4229310 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -4229354.000000 Penalty: 5163.137695
	Iteration 38Q: 3 clusters Score -4229354 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -4229395.000000 Penalty: 5163.137695
	Iteration 39Q: 3 clusters Score -4229395 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -4229437.000000 Penalty: 5163.137695
	Iteration 40F: 3 clusters Score -4229437 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -4229466.500000 Penalty: 5163.137695
	Iteration 41Q: 3 clusters Score -4229466 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -4229508.000000 Penalty: 5163.137695
	Iteration 42Q: 3 clusters Score -4229508 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -4229531.000000 Penalty: 5163.137695
	Iteration 43Q: 3 clusters Score -4229531 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -4229557.000000 Penalty: 5163.137695
	Iteration 44Q: 3 clusters Score -4229557 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -4229586.000000 Penalty: 5163.137695
	Iteration 45Q: 3 clusters Score -4229586 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -4229602.000000 Penalty: 5163.137695
	Iteration 46Q: 3 clusters Score -4229602 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -4229618.500000 Penalty: 5163.137695
	Iteration 47Q: 3 clusters Score -4229618 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -4229636.000000 Penalty: 5163.137695
	Iteration 48Q: 3 clusters Score -4229636 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -4229646.500000 Penalty: 5163.137695
	Iteration 49Q: 3 clusters Score -4229646 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -4229658.000000 Penalty: 5163.137695
	Iteration 50Q: 3 clusters Score -4229658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -4229665.000000 Penalty: 5163.137695
	Iteration 51Q: 3 clusters Score -4229665 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -4229669.500000 Penalty: 5163.137695
	Iteration 52Q: 3 clusters Score -4229670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -4229686.000000 Penalty: 5163.137695
	Iteration 53Q: 3 clusters Score -4229686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -4229713.000000 Penalty: 5163.137695
	Iteration 54Q: 3 clusters Score -4229713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -4229716.000000 Penalty: 5163.137695
	Iteration 55Q: 3 clusters Score -4229716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -4229729.000000 Penalty: 5163.137695
	Iteration 56Q: 3 clusters Score -4229729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -4229732.500000 Penalty: 5163.137695
	Iteration 57Q: 3 clusters Score -4229732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -4229734.000000 Penalty: 5163.137695
	Iteration 58Q: 3 clusters Score -4229734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -4229740.500000 Penalty: 5163.137695
	Iteration 59Q: 3 clusters Score -4229740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -4229744.000000 Penalty: 5163.137695
	Iteration 60F: 3 clusters Score -4229744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -4229752.500000 Penalty: 5163.137695
	Iteration 61Q: 3 clusters Score -4229752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -4229772.000000 Penalty: 5163.137695
	Iteration 62Q: 3 clusters Score -4229772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -4229774.500000 Penalty: 5163.137695
	Iteration 63Q: 3 clusters Score -4229774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -4229784.500000 Penalty: 5163.137695
	Iteration 64Q: 3 clusters Score -4229784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -4229790.500000 Penalty: 5163.137695
	Iteration 65Q: 3 clusters Score -4229790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -4229796.500000 Penalty: 5163.137695
	Iteration 66Q: 3 clusters Score -4229796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -4229807.500000 Penalty: 5163.137695
	Iteration 67Q: 3 clusters Score -4229808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -4229811.000000 Penalty: 5163.137695
	Iteration 68Q: 3 clusters Score -4229811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -4229822.500000 Penalty: 5163.137695
	Iteration 69Q: 3 clusters Score -4229822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -4229826.000000 Penalty: 5163.137695
	Iteration 70Q: 3 clusters Score -4229826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -4229834.500000 Penalty: 5163.137695
	Iteration 71Q: 3 clusters Score -4229834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4229835.000000 Penalty: 5163.137695
	Iteration 72Q: 3 clusters Score -4229835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -4229840.500000 Penalty: 5163.137695
	Iteration 73Q: 3 clusters Score -4229840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -4229846.000000 Penalty: 5163.137695
	Iteration 74Q: 3 clusters Score -4229846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -4229856.000000 Penalty: 5163.137695
	Iteration 75Q: 3 clusters Score -4229856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -4229862.500000 Penalty: 5163.137695
	Iteration 76Q: 3 clusters Score -4229862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -4229865.500000 Penalty: 5163.137695
	Iteration 77Q: 3 clusters Score -4229866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -4229871.500000 Penalty: 5163.137695
	Iteration 78Q: 3 clusters Score -4229872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4229873.500000 Penalty: 5163.137695
	Iteration 79Q: 3 clusters Score -4229874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -4229890.500000 Penalty: 5163.137695
	Iteration 80F: 3 clusters Score -4229890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -4229896.500000 Penalty: 5163.137695
	Iteration 81Q: 3 clusters Score -4229896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -4229895.000000 Penalty: 5163.137695
	Iteration 82Q: 3 clusters Score -4229895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -4229898.500000 Penalty: 5163.137695
	Iteration 83Q: 3 clusters Score -4229898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -4229904.500000 Penalty: 5163.137695
	Iteration 84Q: 3 clusters Score -4229904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -4229902.500000 Penalty: 5163.137695
	Iteration 85Q: 3 clusters Score -4229902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -4229907.500000 Penalty: 5163.137695
	Iteration 86Q: 3 clusters Score -4229908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -4229911.500000 Penalty: 5163.137695
	Iteration 87Q: 3 clusters Score -4229912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -4229908.500000 Penalty: 5163.137695
	Iteration 88Q: 3 clusters Score -4229908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -4229906.000000 Penalty: 5163.137695
	Iteration 89Q: 3 clusters Score -4229906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -4229905.500000 Penalty: 5163.137695
	Iteration 90Q: 3 clusters Score -4229906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -4229909.500000 Penalty: 5163.137695
	Iteration 91Q: 3 clusters Score -4229910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -4229911.500000 Penalty: 5163.137695
	Iteration 92Q: 3 clusters Score -4229912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -4229915.000000 Penalty: 5163.137695
	Iteration 93Q: 3 clusters Score -4229915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -4229918.000000 Penalty: 5163.137695
	Iteration 94Q: 3 clusters Score -4229918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -4229916.500000 Penalty: 5163.137695
	Iteration 95Q: 3 clusters Score -4229916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -4229927.000000 Penalty: 5163.137695
	Iteration 96Q: 3 clusters Score -4229927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -4229922.000000 Penalty: 5163.137695
	Iteration 97Q: 3 clusters Score -4229922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -4229923.000000 Penalty: 5163.137695
	Iteration 98Q: 3 clusters Score -4229923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -4229923.500000 Penalty: 5163.137695
	Iteration 99Q: 3 clusters Score -4229924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -4229924.500000 Penalty: 5163.137695
	Iteration 100F: 3 clusters Score -4229924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -4229928.500000 Penalty: 5163.137695
	Iteration 101Q: 3 clusters Score -4229928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -4229929.500000 Penalty: 5163.137695
	Iteration 102Q: 3 clusters Score -4229930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -4229928.000000 Penalty: 5163.137695
	Iteration 103Q: 3 clusters Score -4229928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -4229932.000000 Penalty: 5163.137695
	Iteration 104Q: 3 clusters Score -4229932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -4229926.500000 Penalty: 5163.137695
	Iteration 105Q: 3 clusters Score -4229926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -4229932.500000 Penalty: 5163.137695
	Iteration 106Q: 3 clusters Score -4229932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -4229932.500000 Penalty: 5163.137695
	Iteration 107Q: 3 clusters Score -4229932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -4229933.000000 Penalty: 5163.137695
	Iteration 108Q: 3 clusters Score -4229933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -4229936.500000 Penalty: 5163.137695
	Iteration 109Q: 3 clusters Score -4229936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -4229941.000000 Penalty: 5163.137695
	Iteration 110Q: 3 clusters Score -4229941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -4229935.000000 Penalty: 5163.137695
	Iteration 111Q: 3 clusters Score -4229935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -4229938.500000 Penalty: 5163.137695
	Iteration 112Q: 3 clusters Score -4229938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -4229942.500000 Penalty: 5163.137695
	Iteration 113Q: 3 clusters Score -4229942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -4229942.500000 Penalty: 5163.137695
	Iteration 114F: 3 clusters Score -4229942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Entering Unmasked Estep 
Score: -4589808.000000 Penalty: 2601.684326
	Iteration 0F: 2 clusters Score -4589808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -4565419.000000 Penalty: 5203.368652
	Iteration 0F: 3 clusters Score -4565419 nChanged 16239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -4574225.000000 Penalty: 5203.368652
	Iteration 1F: 3 clusters Score -4574225 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -4574595.000000 Penalty: 5203.368652
	Iteration 2Q: 3 clusters Score -4574595 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -4574986.000000 Penalty: 5203.368652
	Iteration 3Q: 3 clusters Score -4574986 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -4575453.500000 Penalty: 5203.368652
	Iteration 4Q: 3 clusters Score -4575454 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -4576028.500000 Penalty: 5203.368652
	Iteration 5Q: 3 clusters Score -4576028 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -4576889.500000 Penalty: 5203.368652
	Iteration 6Q: 3 clusters Score -4576890 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -4578182.000000 Penalty: 5203.368652
	Iteration 7F: 3 clusters Score -4578182 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -4579991.000000 Penalty: 5203.368652
	Iteration 8F: 3 clusters Score -4579991 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -4582179.500000 Penalty: 5203.368652
	Iteration 9F: 3 clusters Score -4582180 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -4584247.500000 Penalty: 5203.368652
	Iteration 10F: 3 clusters Score -4584248 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -4585643.500000 Penalty: 5203.368652
	Iteration 11Q: 3 clusters Score -4585644 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -4586464.000000 Penalty: 5203.368652
	Iteration 12Q: 3 clusters Score -4586464 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -4586968.500000 Penalty: 5203.368652
	Iteration 13Q: 3 clusters Score -4586968 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -4587193.000000 Penalty: 5203.368652
	Iteration 14Q: 3 clusters Score -4587193 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -4587318.000000 Penalty: 5203.368652
	Iteration 15Q: 3 clusters Score -4587318 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -4587404.000000 Penalty: 5203.368652
	Iteration 16Q: 3 clusters Score -4587404 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -4587497.000000 Penalty: 5203.368652
	Iteration 17Q: 3 clusters Score -4587497 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -4587571.500000 Penalty: 5203.368652
	Iteration 18Q: 3 clusters Score -4587572 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -4587610.500000 Penalty: 5203.368652
	Iteration 19Q: 3 clusters Score -4587610 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -4587657.000000 Penalty: 5203.368652
	Iteration 20F: 3 clusters Score -4587657 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -4587687.500000 Penalty: 5203.368652
	Iteration 21Q: 3 clusters Score -4587688 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -4587732.500000 Penalty: 5203.368652
	Iteration 22Q: 3 clusters Score -4587732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -4587756.500000 Penalty: 5203.368652
	Iteration 23Q: 3 clusters Score -4587756 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -4587770.000000 Penalty: 5203.368652
	Iteration 24Q: 3 clusters Score -4587770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -4587800.000000 Penalty: 5203.368652
	Iteration 25Q: 3 clusters Score -4587800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -4587819.500000 Penalty: 5203.368652
	Iteration 26Q: 3 clusters Score -4587820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -4587835.500000 Penalty: 5203.368652
	Iteration 27Q: 3 clusters Score -4587836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -4587840.500000 Penalty: 5203.368652
	Iteration 28Q: 3 clusters Score -4587840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -4587846.000000 Penalty: 5203.368652
	Iteration 29Q: 3 clusters Score -4587846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -4587853.500000 Penalty: 5203.368652
	Iteration 30Q: 3 clusters Score -4587854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -4587851.000000 Penalty: 5203.368652
	Iteration 31Q: 3 clusters Score -4587851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -4587852.000000 Penalty: 5203.368652
	Iteration 32Q: 3 clusters Score -4587852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -4587851.500000 Penalty: 5203.368652
	Iteration 33Q: 3 clusters Score -4587852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -4587850.500000 Penalty: 5203.368652
	Iteration 34Q: 3 clusters Score -4587850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -4587850.500000 Penalty: 5203.368652
	Iteration 35Q: 3 clusters Score -4587850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -4587855.000000 Penalty: 5203.368652
	Iteration 36Q: 3 clusters Score -4587855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -4587851.000000 Penalty: 5203.368652
	Iteration 37Q: 3 clusters Score -4587851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -4587850.500000 Penalty: 5203.368652
	Iteration 38Q: 3 clusters Score -4587850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -4587851.500000 Penalty: 5203.368652
	Iteration 39Q: 3 clusters Score -4587852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -4587856.500000 Penalty: 5203.368652
	Iteration 40F: 3 clusters Score -4587856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -4587860.500000 Penalty: 5203.368652
	Iteration 41Q: 3 clusters Score -4587860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -4587857.000000 Penalty: 5203.368652
	Iteration 42Q: 3 clusters Score -4587857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -4587858.500000 Penalty: 5203.368652
	Iteration 43Q: 3 clusters Score -4587858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -4587858.500000 Penalty: 5203.368652
	Iteration 44F: 3 clusters Score -4587858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Entering Unmasked Estep 
Score: -3057179.750000 Penalty: 2513.852539
	Iteration 0F: 2 clusters Score -3057180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3039748.250000 Penalty: 5027.705078
	Iteration 0F: 3 clusters Score -3039748 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -3046258.500000 Penalty: 5027.705078
	Iteration 1F: 3 clusters Score -3046258 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -3047110.000000 Penalty: 5027.705078
	Iteration 2F: 3 clusters Score -3047110 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3047877.750000 Penalty: 5027.705078
	Iteration 3F: 3 clusters Score -3047878 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3048541.500000 Penalty: 5027.705078
	Iteration 4F: 3 clusters Score -3048542 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -3049127.500000 Penalty: 5027.705078
	Iteration 5F: 3 clusters Score -3049128 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -3049687.000000 Penalty: 5027.705078
	Iteration 6F: 3 clusters Score -3049687 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3050273.000000 Penalty: 5027.705078
	Iteration 7Q: 3 clusters Score -3050273 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -3050876.500000 Penalty: 5027.705078
	Iteration 8Q: 3 clusters Score -3050876 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -3051487.000000 Penalty: 5027.705078
	Iteration 9Q: 3 clusters Score -3051487 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -3052073.250000 Penalty: 5027.705078
	Iteration 10Q: 3 clusters Score -3052073 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3052638.750000 Penalty: 5027.705078
	Iteration 11Q: 3 clusters Score -3052639 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -3053206.250000 Penalty: 5027.705078
	Iteration 12Q: 3 clusters Score -3053206 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -3053899.250000 Penalty: 5027.705078
	Iteration 13Q: 3 clusters Score -3053899 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -3054551.500000 Penalty: 5027.705078
	Iteration 14Q: 3 clusters Score -3054552 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -3055212.250000 Penalty: 5027.705078
	Iteration 15Q: 3 clusters Score -3055212 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3055640.500000 Penalty: 5027.705078
	Iteration 16Q: 3 clusters Score -3055640 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3055874.500000 Penalty: 5027.705078
	Iteration 17Q: 3 clusters Score -3055874 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -3055966.250000 Penalty: 5027.705078
	Iteration 18Q: 3 clusters Score -3055966 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -3056020.250000 Penalty: 5027.705078
	Iteration 19Q: 3 clusters Score -3056020 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -3056060.500000 Penalty: 5027.705078
	Iteration 20F: 3 clusters Score -3056060 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3056094.000000 Penalty: 5027.705078
	Iteration 21Q: 3 clusters Score -3056094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -3056116.000000 Penalty: 5027.705078
	Iteration 22Q: 3 clusters Score -3056116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3056129.500000 Penalty: 5027.705078
	Iteration 23Q: 3 clusters Score -3056130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3056134.750000 Penalty: 5027.705078
	Iteration 24Q: 3 clusters Score -3056135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -3056142.000000 Penalty: 5027.705078
	Iteration 25Q: 3 clusters Score -3056142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -3056143.750000 Penalty: 5027.705078
	Iteration 26Q: 3 clusters Score -3056144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -3056146.250000 Penalty: 5027.705078
	Iteration 27Q: 3 clusters Score -3056146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -3056152.000000 Penalty: 5027.705078
	Iteration 28Q: 3 clusters Score -3056152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -3056151.000000 Penalty: 5027.705078
	Iteration 29Q: 3 clusters Score -3056151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -3056148.250000 Penalty: 5027.705078
	Iteration 30Q: 3 clusters Score -3056148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -3056153.000000 Penalty: 5027.705078
	Iteration 31Q: 3 clusters Score -3056153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -3056154.750000 Penalty: 5027.705078
	Iteration 32Q: 3 clusters Score -3056155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -3056154.750000 Penalty: 5027.705078
	Iteration 33F: 3 clusters Score -3056155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Entering Unmasked Estep 
Score: -356199.250000 Penalty: 1982.585205
	Iteration 0F: 2 clusters Score -356199.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -352941.218750 Penalty: 3965.170410
	Iteration 0F: 3 clusters Score -352941.2 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -353554.125000 Penalty: 3965.170410
	Iteration 1F: 3 clusters Score -353554.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -353732.781250 Penalty: 3965.170410
	Iteration 2F: 3 clusters Score -353732.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -353854.968750 Penalty: 3965.170410
	Iteration 3F: 3 clusters Score -353855 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -353952.187500 Penalty: 3965.170410
	Iteration 4Q: 3 clusters Score -353952.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -354015.593750 Penalty: 3965.170410
	Iteration 5Q: 3 clusters Score -354015.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -354063.750000 Penalty: 3965.170410
	Iteration 6Q: 3 clusters Score -354063.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -354096.250000 Penalty: 3965.170410
	Iteration 7Q: 3 clusters Score -354096.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -354117.375000 Penalty: 3965.170410
	Iteration 8Q: 3 clusters Score -354117.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -354137.281250 Penalty: 3965.170410
	Iteration 9Q: 3 clusters Score -354137.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -354157.906250 Penalty: 3965.170410
	Iteration 10Q: 3 clusters Score -354157.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -354181.718750 Penalty: 3965.170410
	Iteration 11Q: 3 clusters Score -354181.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -354205.468750 Penalty: 3965.170410
	Iteration 12Q: 3 clusters Score -354205.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -354238.031250 Penalty: 3965.170410
	Iteration 13Q: 3 clusters Score -354238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -354295.656250 Penalty: 3965.170410
	Iteration 14Q: 3 clusters Score -354295.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -354373.625000 Penalty: 3965.170410
	Iteration 15Q: 3 clusters Score -354373.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -354470.968750 Penalty: 3965.170410
	Iteration 16Q: 3 clusters Score -354471 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -354664.718750 Penalty: 3965.170410
	Iteration 17Q: 3 clusters Score -354664.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -354967.000000 Penalty: 3965.170410
	Iteration 18Q: 3 clusters Score -354967 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -355338.375000 Penalty: 3965.170410
	Iteration 19F: 3 clusters Score -355338.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -355735.156250 Penalty: 3965.170410
	Iteration 20F: 3 clusters Score -355735.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -356133.625000 Penalty: 3965.170410
	Iteration 21F: 3 clusters Score -356133.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -356542.656250 Penalty: 3965.170410
	Iteration 22Q: 3 clusters Score -356542.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -356766.343750 Penalty: 3965.170410
	Iteration 23Q: 3 clusters Score -356766.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -356795.343750 Penalty: 3965.170410
	Iteration 24Q: 3 clusters Score -356795.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -356800.218750 Penalty: 3965.170410
	Iteration 25Q: 3 clusters Score -356800.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -356801.468750 Penalty: 3965.170410
	Iteration 26Q: 3 clusters Score -356801.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -356801.125000 Penalty: 3965.170410
	Iteration 27Q: 3 clusters Score -356801.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -356801.125000 Penalty: 3965.170410
	Iteration 28F: 3 clusters Score -356801.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 96540 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30309 members 
Mstep: Class 5 contains 33175 members 
Mstep: Class 6 contains 35978 members 
Mstep: Class 7 contains 25248 members 
Mstep: Class 8 contains 1368 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 172752 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 276752 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178727 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49999 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 1596 members 
Entering Unmasked Estep 
Score: -119291800.000000 Penalty: 71765.531250
Splitting cluster 8 changes total score from -119292528.000000 to -119291800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -42503.320312 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -42503.32 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 255 members 
Entering Unmasked Estep 
Score: -41334.644531 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -41334.64 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42168.921875 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -42168.92 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -42584.621094 Penalty: 3058.047119
	Iteration 2F: 3 clusters Score -42584.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -42683.949219 Penalty: 3058.047119
	Iteration 3Q: 3 clusters Score -42683.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -42757.000000 Penalty: 3058.047119
	Iteration 4Q: 3 clusters Score -42757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -42828.347656 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -42828.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -42920.671875 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -42920.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -42963.355469 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -42963.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -43008.339844 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -43008.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -43071.054688 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -43071.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -43103.472656 Penalty: 3058.047119
	Iteration 10Q: 3 clusters Score -43103.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -43161.011719 Penalty: 3058.047119
	Iteration 11Q: 3 clusters Score -43161.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -43174.730469 Penalty: 3058.047119
	Iteration 12Q: 3 clusters Score -43174.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -43178.035156 Penalty: 3058.047119
	Iteration 13Q: 3 clusters Score -43178.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -43178.035156 Penalty: 3058.047119
	Iteration 14F: 3 clusters Score -43178.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 96540 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30309 members 
Mstep: Class 5 contains 33175 members 
Mstep: Class 6 contains 35978 members 
Mstep: Class 7 contains 25248 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 368 members 
Mstep: Class 10 contains 172752 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 276752 members 
Mstep: Class 13 contains 616 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178727 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49999 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 108 members 
Entering Unmasked Estep 
Score: -119291376.000000 Penalty: 71765.531250
Splitting cluster 9 changes total score from -119292528.000000 to -119291376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (172752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172752 members 
Entering Unmasked Estep 
Score: -21837466.000000 Penalty: 2990.783936
	Iteration 0F: 2 clusters Score -2.183747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 86082 members 
Entering Unmasked Estep 
Score: -21722370.000000 Penalty: 5981.567871
	Iteration 0F: 3 clusters Score -2.172237e+07 nChanged 82612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91894 members 
Mstep: Class 2 contains 80858 members 
Entering Unmasked Estep 
Score: -21771540.000000 Penalty: 5981.567871
	Iteration 1F: 3 clusters Score -2.177154e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94960 members 
Mstep: Class 2 contains 77792 members 
Entering Unmasked Estep 
Score: -21773432.000000 Penalty: 5981.567871
	Iteration 2Q: 3 clusters Score -2.177343e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99371 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -21776230.000000 Penalty: 5981.567871
	Iteration 3Q: 3 clusters Score -2.177623e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105550 members 
Mstep: Class 2 contains 67202 members 
Entering Unmasked Estep 
Score: -21780130.000000 Penalty: 5981.567871
	Iteration 4Q: 3 clusters Score -2.178013e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113980 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -21786250.000000 Penalty: 5981.567871
	Iteration 5F: 3 clusters Score -2.178625e+07 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124678 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -21794314.000000 Penalty: 5981.567871
	Iteration 6F: 3 clusters Score -2.179431e+07 nChanged 12232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136644 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -21804260.000000 Penalty: 5981.567871
	Iteration 7F: 3 clusters Score -2.180426e+07 nChanged 11933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148487 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -21814796.000000 Penalty: 5981.567871
	Iteration 8F: 3 clusters Score -2.18148e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158154 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -21823276.000000 Penalty: 5981.567871
	Iteration 9F: 3 clusters Score -2.182328e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164747 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -21829016.000000 Penalty: 5981.567871
	Iteration 10Q: 3 clusters Score -2.182902e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168543 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -21832166.000000 Penalty: 5981.567871
	Iteration 11Q: 3 clusters Score -2.183217e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170467 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -21833516.000000 Penalty: 5981.567871
	Iteration 12Q: 3 clusters Score -2.183352e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171391 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -21834220.000000 Penalty: 5981.567871
	Iteration 13Q: 3 clusters Score -2.183422e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171802 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -21834470.000000 Penalty: 5981.567871
	Iteration 14Q: 3 clusters Score -2.183447e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172001 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -21834592.000000 Penalty: 5981.567871
	Iteration 15Q: 3 clusters Score -2.183459e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172108 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -21834680.000000 Penalty: 5981.567871
	Iteration 16Q: 3 clusters Score -2.183468e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172185 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -21834762.000000 Penalty: 5981.567871
	Iteration 17Q: 3 clusters Score -2.183476e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172215 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -21834772.000000 Penalty: 5981.567871
	Iteration 18Q: 3 clusters Score -2.183477e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172242 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -21834812.000000 Penalty: 5981.567871
	Iteration 19Q: 3 clusters Score -2.183481e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172263 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -21834854.000000 Penalty: 5981.567871
	Iteration 20F: 3 clusters Score -2.183485e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172278 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -21834890.000000 Penalty: 5981.567871
	Iteration 21Q: 3 clusters Score -2.183489e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172287 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -21834900.000000 Penalty: 5981.567871
	Iteration 22Q: 3 clusters Score -2.18349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172295 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -21834890.000000 Penalty: 5981.567871
	Iteration 23Q: 3 clusters Score -2.183489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172302 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -21834896.000000 Penalty: 5981.567871
	Iteration 24Q: 3 clusters Score -2.18349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172309 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -21834906.000000 Penalty: 5981.567871
	Iteration 25Q: 3 clusters Score -2.183491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172313 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -21834914.000000 Penalty: 5981.567871
	Iteration 26Q: 3 clusters Score -2.183491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172316 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -21834914.000000 Penalty: 5981.567871
	Iteration 27Q: 3 clusters Score -2.183491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172322 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -21834918.000000 Penalty: 5981.567871
	Iteration 28Q: 3 clusters Score -2.183492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172327 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -21834914.000000 Penalty: 5981.567871
	Iteration 29Q: 3 clusters Score -2.183491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172326 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -21834922.000000 Penalty: 5981.567871
	Iteration 30Q: 3 clusters Score -2.183492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172325 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -21834920.000000 Penalty: 5981.567871
	Iteration 31Q: 3 clusters Score -2.183492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172324 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -21834926.000000 Penalty: 5981.567871
	Iteration 32Q: 3 clusters Score -2.183493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172324 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -21834926.000000 Penalty: 5981.567871
	Iteration 33F: 3 clusters Score -2.183493e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -45226.347656 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -45226.35 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 238 members 
Entering Unmasked Estep 
Score: -43768.769531 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -43768.77 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -44069.312500 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -44069.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44348.460938 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -44348.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44848.789062 Penalty: 3035.667480
	Iteration 3F: 3 clusters Score -44848.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -44913.746094 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -44913.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44973.113281 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -44973.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44987.257812 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -44987.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44987.257812 Penalty: 3035.667480
	Iteration 7F: 3 clusters Score -44987.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (276752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276752 members 
Entering Unmasked Estep 
Score: -34719080.000000 Penalty: 3107.657471
	Iteration 0F: 2 clusters Score -3.471908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138306 members 
Mstep: Class 2 contains 138446 members 
Entering Unmasked Estep 
Score: -34547496.000000 Penalty: 6215.314941
	Iteration 0F: 3 clusters Score -3.45475e+07 nChanged 133503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137121 members 
Mstep: Class 2 contains 139631 members 
Entering Unmasked Estep 
Score: -34626676.000000 Penalty: 6215.314941
	Iteration 1F: 3 clusters Score -3.462668e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136233 members 
Mstep: Class 2 contains 140519 members 
Entering Unmasked Estep 
Score: -34627556.000000 Penalty: 6215.314941
	Iteration 2Q: 3 clusters Score -3.462756e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134841 members 
Mstep: Class 2 contains 141911 members 
Entering Unmasked Estep 
Score: -34628588.000000 Penalty: 6215.314941
	Iteration 3Q: 3 clusters Score -3.462859e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132685 members 
Mstep: Class 2 contains 144067 members 
Entering Unmasked Estep 
Score: -34629900.000000 Penalty: 6215.314941
	Iteration 4Q: 3 clusters Score -3.46299e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129341 members 
Mstep: Class 2 contains 147411 members 
Entering Unmasked Estep 
Score: -34631680.000000 Penalty: 6215.314941
	Iteration 5Q: 3 clusters Score -3.463168e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124277 members 
Mstep: Class 2 contains 152475 members 
Entering Unmasked Estep 
Score: -34634428.000000 Penalty: 6215.314941
	Iteration 6Q: 3 clusters Score -3.463443e+07 nChanged 11526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116705 members 
Mstep: Class 2 contains 160047 members 
Entering Unmasked Estep 
Score: -34639108.000000 Penalty: 6215.314941
	Iteration 7Q: 3 clusters Score -3.463911e+07 nChanged 14578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106061 members 
Mstep: Class 2 contains 170691 members 
Entering Unmasked Estep 
Score: -34647412.000000 Penalty: 6215.314941
	Iteration 8F: 3 clusters Score -3.464741e+07 nChanged 17574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92611 members 
Mstep: Class 2 contains 184141 members 
Entering Unmasked Estep 
Score: -34659100.000000 Penalty: 6215.314941
	Iteration 9F: 3 clusters Score -3.46591e+07 nChanged 18680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78769 members 
Mstep: Class 2 contains 197983 members 
Entering Unmasked Estep 
Score: -34673348.000000 Penalty: 6215.314941
	Iteration 10F: 3 clusters Score -3.467335e+07 nChanged 16963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67640 members 
Mstep: Class 2 contains 209112 members 
Entering Unmasked Estep 
Score: -34685836.000000 Penalty: 6215.314941
	Iteration 11F: 3 clusters Score -3.468584e+07 nChanged 12941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 216477 members 
Entering Unmasked Estep 
Score: -34692856.000000 Penalty: 6215.314941
	Iteration 12Q: 3 clusters Score -3.469286e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 221923 members 
Entering Unmasked Estep 
Score: -34696208.000000 Penalty: 6215.314941
	Iteration 13Q: 3 clusters Score -3.469621e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 226624 members 
Entering Unmasked Estep 
Score: -34698108.000000 Penalty: 6215.314941
	Iteration 14Q: 3 clusters Score -3.469811e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 231141 members 
Entering Unmasked Estep 
Score: -34699596.000000 Penalty: 6215.314941
	Iteration 15Q: 3 clusters Score -3.46996e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 235307 members 
Entering Unmasked Estep 
Score: -34700880.000000 Penalty: 6215.314941
	Iteration 16Q: 3 clusters Score -3.470088e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 239170 members 
Entering Unmasked Estep 
Score: -34702584.000000 Penalty: 6215.314941
	Iteration 17Q: 3 clusters Score -3.470258e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 242665 members 
Entering Unmasked Estep 
Score: -34704416.000000 Penalty: 6215.314941
	Iteration 18Q: 3 clusters Score -3.470442e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 245870 members 
Entering Unmasked Estep 
Score: -34706056.000000 Penalty: 6215.314941
	Iteration 19Q: 3 clusters Score -3.470606e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 248695 members 
Entering Unmasked Estep 
Score: -34707580.000000 Penalty: 6215.314941
	Iteration 20F: 3 clusters Score -3.470758e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 251079 members 
Entering Unmasked Estep 
Score: -34709032.000000 Penalty: 6215.314941
	Iteration 21Q: 3 clusters Score -3.470903e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 253133 members 
Entering Unmasked Estep 
Score: -34710728.000000 Penalty: 6215.314941
	Iteration 22Q: 3 clusters Score -3.471073e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 254900 members 
Entering Unmasked Estep 
Score: -34711932.000000 Penalty: 6215.314941
	Iteration 23Q: 3 clusters Score -3.471193e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 256430 members 
Entering Unmasked Estep 
Score: -34712956.000000 Penalty: 6215.314941
	Iteration 24Q: 3 clusters Score -3.471296e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 257706 members 
Entering Unmasked Estep 
Score: -34713624.000000 Penalty: 6215.314941
	Iteration 25Q: 3 clusters Score -3.471362e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 258803 members 
Entering Unmasked Estep 
Score: -34714260.000000 Penalty: 6215.314941
	Iteration 26Q: 3 clusters Score -3.471426e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 259769 members 
Entering Unmasked Estep 
Score: -34714768.000000 Penalty: 6215.314941
	Iteration 27Q: 3 clusters Score -3.471477e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 260628 members 
Entering Unmasked Estep 
Score: -34715184.000000 Penalty: 6215.314941
	Iteration 28Q: 3 clusters Score -3.471518e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 261416 members 
Entering Unmasked Estep 
Score: -34715404.000000 Penalty: 6215.314941
	Iteration 29Q: 3 clusters Score -3.47154e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 262162 members 
Entering Unmasked Estep 
Score: -34715760.000000 Penalty: 6215.314941
	Iteration 30Q: 3 clusters Score -3.471576e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 262885 members 
Entering Unmasked Estep 
Score: -34715868.000000 Penalty: 6215.314941
	Iteration 31Q: 3 clusters Score -3.471587e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 263550 members 
Entering Unmasked Estep 
Score: -34715880.000000 Penalty: 6215.314941
	Iteration 32Q: 3 clusters Score -3.471588e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 264166 members 
Entering Unmasked Estep 
Score: -34715972.000000 Penalty: 6215.314941
	Iteration 33Q: 3 clusters Score -3.471597e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 264760 members 
Entering Unmasked Estep 
Score: -34716040.000000 Penalty: 6215.314941
	Iteration 34Q: 3 clusters Score -3.471604e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 265347 members 
Entering Unmasked Estep 
Score: -34716120.000000 Penalty: 6215.314941
	Iteration 35Q: 3 clusters Score -3.471612e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 265860 members 
Entering Unmasked Estep 
Score: -34716116.000000 Penalty: 6215.314941
	Iteration 36Q: 3 clusters Score -3.471612e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 266362 members 
Entering Unmasked Estep 
Score: -34716124.000000 Penalty: 6215.314941
	Iteration 37Q: 3 clusters Score -3.471612e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 266868 members 
Entering Unmasked Estep 
Score: -34716184.000000 Penalty: 6215.314941
	Iteration 38Q: 3 clusters Score -3.471618e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 267308 members 
Entering Unmasked Estep 
Score: -34716156.000000 Penalty: 6215.314941
	Iteration 39Q: 3 clusters Score -3.471616e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 267720 members 
Entering Unmasked Estep 
Score: -34716220.000000 Penalty: 6215.314941
	Iteration 40F: 3 clusters Score -3.471622e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 268101 members 
Entering Unmasked Estep 
Score: -34716272.000000 Penalty: 6215.314941
	Iteration 41Q: 3 clusters Score -3.471627e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 268466 members 
Entering Unmasked Estep 
Score: -34716264.000000 Penalty: 6215.314941
	Iteration 42Q: 3 clusters Score -3.471626e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 268814 members 
Entering Unmasked Estep 
Score: -34716304.000000 Penalty: 6215.314941
	Iteration 43Q: 3 clusters Score -3.47163e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 269151 members 
Entering Unmasked Estep 
Score: -34716324.000000 Penalty: 6215.314941
	Iteration 44Q: 3 clusters Score -3.471632e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 269467 members 
Entering Unmasked Estep 
Score: -34716256.000000 Penalty: 6215.314941
	Iteration 45Q: 3 clusters Score -3.471626e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 269767 members 
Entering Unmasked Estep 
Score: -34716300.000000 Penalty: 6215.314941
	Iteration 46Q: 3 clusters Score -3.47163e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 270034 members 
Entering Unmasked Estep 
Score: -34716256.000000 Penalty: 6215.314941
	Iteration 47Q: 3 clusters Score -3.471626e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 270288 members 
Entering Unmasked Estep 
Score: -34716284.000000 Penalty: 6215.314941
	Iteration 48Q: 3 clusters Score -3.471628e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 270555 members 
Entering Unmasked Estep 
Score: -34716256.000000 Penalty: 6215.314941
	Iteration 49Q: 3 clusters Score -3.471626e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 270806 members 
Entering Unmasked Estep 
Score: -34716272.000000 Penalty: 6215.314941
	Iteration 50Q: 3 clusters Score -3.471627e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 271063 members 
Entering Unmasked Estep 
Score: -34716324.000000 Penalty: 6215.314941
	Iteration 51Q: 3 clusters Score -3.471632e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 271314 members 
Entering Unmasked Estep 
Score: -34716364.000000 Penalty: 6215.314941
	Iteration 52Q: 3 clusters Score -3.471636e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 271567 members 
Entering Unmasked Estep 
Score: -34716328.000000 Penalty: 6215.314941
	Iteration 53Q: 3 clusters Score -3.471633e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 271817 members 
Entering Unmasked Estep 
Score: -34716312.000000 Penalty: 6215.314941
	Iteration 54Q: 3 clusters Score -3.471631e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 272078 members 
Entering Unmasked Estep 
Score: -34716368.000000 Penalty: 6215.314941
	Iteration 55Q: 3 clusters Score -3.471637e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 272318 members 
Entering Unmasked Estep 
Score: -34716392.000000 Penalty: 6215.314941
	Iteration 56Q: 3 clusters Score -3.471639e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 272520 members 
Entering Unmasked Estep 
Score: -34716420.000000 Penalty: 6215.314941
	Iteration 57Q: 3 clusters Score -3.471642e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 272713 members 
Entering Unmasked Estep 
Score: -34716376.000000 Penalty: 6215.314941
	Iteration 58Q: 3 clusters Score -3.471638e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 272885 members 
Entering Unmasked Estep 
Score: -34716392.000000 Penalty: 6215.314941
	Iteration 59Q: 3 clusters Score -3.471639e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 273055 members 
Entering Unmasked Estep 
Score: -34716360.000000 Penalty: 6215.314941
	Iteration 60F: 3 clusters Score -3.471636e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 273213 members 
Entering Unmasked Estep 
Score: -34716408.000000 Penalty: 6215.314941
	Iteration 61Q: 3 clusters Score -3.471641e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 273355 members 
Entering Unmasked Estep 
Score: -34716432.000000 Penalty: 6215.314941
	Iteration 62Q: 3 clusters Score -3.471643e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 273500 members 
Entering Unmasked Estep 
Score: -34716432.000000 Penalty: 6215.314941
	Iteration 63Q: 3 clusters Score -3.471643e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 273658 members 
Entering Unmasked Estep 
Score: -34716416.000000 Penalty: 6215.314941
	Iteration 64Q: 3 clusters Score -3.471642e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 273814 members 
Entering Unmasked Estep 
Score: -34716396.000000 Penalty: 6215.314941
	Iteration 65Q: 3 clusters Score -3.47164e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 273946 members 
Entering Unmasked Estep 
Score: -34716344.000000 Penalty: 6215.314941
	Iteration 66Q: 3 clusters Score -3.471634e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 274070 members 
Entering Unmasked Estep 
Score: -34716376.000000 Penalty: 6215.314941
	Iteration 67Q: 3 clusters Score -3.471638e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 274194 members 
Entering Unmasked Estep 
Score: -34716372.000000 Penalty: 6215.314941
	Iteration 68Q: 3 clusters Score -3.471637e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 274312 members 
Entering Unmasked Estep 
Score: -34716384.000000 Penalty: 6215.314941
	Iteration 69Q: 3 clusters Score -3.471638e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 274413 members 
Entering Unmasked Estep 
Score: -34716432.000000 Penalty: 6215.314941
	Iteration 70Q: 3 clusters Score -3.471643e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 274519 members 
Entering Unmasked Estep 
Score: -34716392.000000 Penalty: 6215.314941
	Iteration 71Q: 3 clusters Score -3.471639e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 274612 members 
Entering Unmasked Estep 
Score: -34716352.000000 Penalty: 6215.314941
	Iteration 72Q: 3 clusters Score -3.471635e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 274688 members 
Entering Unmasked Estep 
Score: -34716400.000000 Penalty: 6215.314941
	Iteration 73Q: 3 clusters Score -3.47164e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 274765 members 
Entering Unmasked Estep 
Score: -34716440.000000 Penalty: 6215.314941
	Iteration 74Q: 3 clusters Score -3.471644e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 274830 members 
Entering Unmasked Estep 
Score: -34716440.000000 Penalty: 6215.314941
	Iteration 75Q: 3 clusters Score -3.471644e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 274898 members 
Entering Unmasked Estep 
Score: -34716464.000000 Penalty: 6215.314941
	Iteration 76Q: 3 clusters Score -3.471646e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 274960 members 
Entering Unmasked Estep 
Score: -34716464.000000 Penalty: 6215.314941
	Iteration 77Q: 3 clusters Score -3.471646e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 275017 members 
Entering Unmasked Estep 
Score: -34716504.000000 Penalty: 6215.314941
	Iteration 78Q: 3 clusters Score -3.47165e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 275069 members 
Entering Unmasked Estep 
Score: -34716488.000000 Penalty: 6215.314941
	Iteration 79Q: 3 clusters Score -3.471649e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 275113 members 
Entering Unmasked Estep 
Score: -34716512.000000 Penalty: 6215.314941
	Iteration 80F: 3 clusters Score -3.471651e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 275160 members 
Entering Unmasked Estep 
Score: -34716544.000000 Penalty: 6215.314941
	Iteration 81Q: 3 clusters Score -3.471654e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 275199 members 
Entering Unmasked Estep 
Score: -34716564.000000 Penalty: 6215.314941
	Iteration 82Q: 3 clusters Score -3.471656e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 275232 members 
Entering Unmasked Estep 
Score: -34716532.000000 Penalty: 6215.314941
	Iteration 83Q: 3 clusters Score -3.471653e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 275260 members 
Entering Unmasked Estep 
Score: -34716532.000000 Penalty: 6215.314941
	Iteration 84Q: 3 clusters Score -3.471653e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 275289 members 
Entering Unmasked Estep 
Score: -34716508.000000 Penalty: 6215.314941
	Iteration 85Q: 3 clusters Score -3.471651e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 275310 members 
Entering Unmasked Estep 
Score: -34716544.000000 Penalty: 6215.314941
	Iteration 86Q: 3 clusters Score -3.471654e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 275335 members 
Entering Unmasked Estep 
Score: -34716508.000000 Penalty: 6215.314941
	Iteration 87Q: 3 clusters Score -3.471651e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 275356 members 
Entering Unmasked Estep 
Score: -34716496.000000 Penalty: 6215.314941
	Iteration 88Q: 3 clusters Score -3.47165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 275370 members 
Entering Unmasked Estep 
Score: -34716528.000000 Penalty: 6215.314941
	Iteration 89Q: 3 clusters Score -3.471653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 275380 members 
Entering Unmasked Estep 
Score: -34716508.000000 Penalty: 6215.314941
	Iteration 90Q: 3 clusters Score -3.471651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 275389 members 
Entering Unmasked Estep 
Score: -34716504.000000 Penalty: 6215.314941
	Iteration 91Q: 3 clusters Score -3.47165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 275397 members 
Entering Unmasked Estep 
Score: -34716500.000000 Penalty: 6215.314941
	Iteration 92Q: 3 clusters Score -3.47165e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 275406 members 
Entering Unmasked Estep 
Score: -34716512.000000 Penalty: 6215.314941
	Iteration 93Q: 3 clusters Score -3.471651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 275419 members 
Entering Unmasked Estep 
Score: -34716524.000000 Penalty: 6215.314941
	Iteration 94Q: 3 clusters Score -3.471652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 275425 members 
Entering Unmasked Estep 
Score: -34716516.000000 Penalty: 6215.314941
	Iteration 95Q: 3 clusters Score -3.471652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 275432 members 
Entering Unmasked Estep 
Score: -34716548.000000 Penalty: 6215.314941
	Iteration 96Q: 3 clusters Score -3.471655e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 275444 members 
Entering Unmasked Estep 
Score: -34716564.000000 Penalty: 6215.314941
	Iteration 97Q: 3 clusters Score -3.471656e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 275463 members 
Entering Unmasked Estep 
Score: -34716564.000000 Penalty: 6215.314941
	Iteration 98Q: 3 clusters Score -3.471656e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 275478 members 
Entering Unmasked Estep 
Score: -34716564.000000 Penalty: 6215.314941
	Iteration 99Q: 3 clusters Score -3.471656e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 275489 members 
Entering Unmasked Estep 
Score: -34716568.000000 Penalty: 6215.314941
	Iteration 100F: 3 clusters Score -3.471657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 275506 members 
Entering Unmasked Estep 
Score: -34716596.000000 Penalty: 6215.314941
	Iteration 101Q: 3 clusters Score -3.47166e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 275525 members 
Entering Unmasked Estep 
Score: -34716596.000000 Penalty: 6215.314941
	Iteration 102Q: 3 clusters Score -3.47166e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 275544 members 
Entering Unmasked Estep 
Score: -34716572.000000 Penalty: 6215.314941
	Iteration 103Q: 3 clusters Score -3.471657e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 275561 members 
Entering Unmasked Estep 
Score: -34716596.000000 Penalty: 6215.314941
	Iteration 104Q: 3 clusters Score -3.47166e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 275568 members 
Entering Unmasked Estep 
Score: -34716604.000000 Penalty: 6215.314941
	Iteration 105Q: 3 clusters Score -3.47166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 275578 members 
Entering Unmasked Estep 
Score: -34716608.000000 Penalty: 6215.314941
	Iteration 106Q: 3 clusters Score -3.471661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 275593 members 
Entering Unmasked Estep 
Score: -34716620.000000 Penalty: 6215.314941
	Iteration 107Q: 3 clusters Score -3.471662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 275608 members 
Entering Unmasked Estep 
Score: -34716632.000000 Penalty: 6215.314941
	Iteration 108Q: 3 clusters Score -3.471663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 275616 members 
Entering Unmasked Estep 
Score: -34716616.000000 Penalty: 6215.314941
	Iteration 109Q: 3 clusters Score -3.471662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 275631 members 
Entering Unmasked Estep 
Score: -34716576.000000 Penalty: 6215.314941
	Iteration 110Q: 3 clusters Score -3.471658e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 275651 members 
Entering Unmasked Estep 
Score: -34716608.000000 Penalty: 6215.314941
	Iteration 111Q: 3 clusters Score -3.471661e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 275661 members 
Entering Unmasked Estep 
Score: -34716620.000000 Penalty: 6215.314941
	Iteration 112Q: 3 clusters Score -3.471662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 275671 members 
Entering Unmasked Estep 
Score: -34716640.000000 Penalty: 6215.314941
	Iteration 113Q: 3 clusters Score -3.471664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 275676 members 
Entering Unmasked Estep 
Score: -34716636.000000 Penalty: 6215.314941
	Iteration 114Q: 3 clusters Score -3.471664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 275681 members 
Entering Unmasked Estep 
Score: -34716612.000000 Penalty: 6215.314941
	Iteration 115Q: 3 clusters Score -3.471661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 275687 members 
Entering Unmasked Estep 
Score: -34716620.000000 Penalty: 6215.314941
	Iteration 116Q: 3 clusters Score -3.471662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 275693 members 
Entering Unmasked Estep 
Score: -34716640.000000 Penalty: 6215.314941
	Iteration 117Q: 3 clusters Score -3.471664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 275699 members 
Entering Unmasked Estep 
Score: -34716648.000000 Penalty: 6215.314941
	Iteration 118Q: 3 clusters Score -3.471665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 275703 members 
Entering Unmasked Estep 
Score: -34716632.000000 Penalty: 6215.314941
	Iteration 119Q: 3 clusters Score -3.471663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 275707 members 
Entering Unmasked Estep 
Score: -34716664.000000 Penalty: 6215.314941
	Iteration 120F: 3 clusters Score -3.471666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 275711 members 
Entering Unmasked Estep 
Score: -34716648.000000 Penalty: 6215.314941
	Iteration 121Q: 3 clusters Score -3.471665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 275712 members 
Entering Unmasked Estep 
Score: -34716656.000000 Penalty: 6215.314941
	Iteration 122Q: 3 clusters Score -3.471666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 275712 members 
Entering Unmasked Estep 
Score: -34716656.000000 Penalty: 6215.314941
	Iteration 123F: 3 clusters Score -3.471666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -66938.750000 Penalty: 1592.965210
	Iteration 0F: 2 clusters Score -66938.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -65341.796875 Penalty: 3185.930420
	Iteration 0F: 3 clusters Score -65341.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65639.015625 Penalty: 3185.930420
	Iteration 1F: 3 clusters Score -65639.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65829.289062 Penalty: 3185.930420
	Iteration 2F: 3 clusters Score -65829.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66042.890625 Penalty: 3185.930420
	Iteration 3F: 3 clusters Score -66042.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66325.164062 Penalty: 3185.930420
	Iteration 4F: 3 clusters Score -66325.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66903.570312 Penalty: 3185.930420
	Iteration 5F: 3 clusters Score -66903.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67717.039062 Penalty: 3185.930420
	Iteration 6F: 3 clusters Score -67717.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67878.406250 Penalty: 3185.930420
	Iteration 7Q: 3 clusters Score -67878.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68026.335938 Penalty: 3185.930420
	Iteration 8Q: 3 clusters Score -68026.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68286.039062 Penalty: 3185.930420
	Iteration 9Q: 3 clusters Score -68286.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68498.453125 Penalty: 3185.930420
	Iteration 10Q: 3 clusters Score -68498.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68563.796875 Penalty: 3185.930420
	Iteration 11Q: 3 clusters Score -68563.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68619.351562 Penalty: 3185.930420
	Iteration 12Q: 3 clusters Score -68619.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68641.000000 Penalty: 3185.930420
	Iteration 13Q: 3 clusters Score -68641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68647.054688 Penalty: 3185.930420
	Iteration 14Q: 3 clusters Score -68647.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68647.054688 Penalty: 3185.930420
	Iteration 15F: 3 clusters Score -68647.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 96540 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30309 members 
Mstep: Class 5 contains 33175 members 
Mstep: Class 6 contains 35978 members 
Mstep: Class 7 contains 25248 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 172752 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 276752 members 
Mstep: Class 13 contains 335 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178727 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49999 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
Score: -119292560.000000 Penalty: 71765.531250
Splitting cluster 13 changes total score from -119292528.000000 to -119292560.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -22952.410156 Penalty: 1379.049072
	Iteration 0F: 2 clusters Score -22952.41 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: -21944.310547 Penalty: 2758.098145
	Iteration 0F: 3 clusters Score -21944.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22160.654297 Penalty: 2758.098145
	Iteration 1F: 3 clusters Score -22160.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22280.916016 Penalty: 2758.098145
	Iteration 2F: 3 clusters Score -22280.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22434.181641 Penalty: 2758.098145
	Iteration 3Q: 3 clusters Score -22434.18 nChanged 8
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: -22519.951172 Penalty: 2758.098145
	Iteration 4Q: 3 clusters Score -22519.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22600.830078 Penalty: 2758.098145
	Iteration 5Q: 3 clusters Score -22600.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22740.117188 Penalty: 2758.098145
	Iteration 6Q: 3 clusters Score -22740.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22847.562500 Penalty: 2758.098145
	Iteration 7Q: 3 clusters Score -22847.56 nChanged 1
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: -22852.593750 Penalty: 2758.098145
	Iteration 8Q: 3 clusters Score -22852.59 nChanged 0
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: -22852.593750 Penalty: 2758.098145
	Iteration 9F: 3 clusters Score -22852.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -44652.167969 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -44652.17 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 231 members 
Entering Unmasked Estep 
Score: -43227.523438 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -43227.52 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43692.183594 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -43692.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43922.421875 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -43922.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44085.718750 Penalty: 3062.197998
	Iteration 3F: 3 clusters Score -44085.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -44187.332031 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -44187.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -44240.097656 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -44240.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -44353.171875 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -44353.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -44584.050781 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -44584.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -44666.437500 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -44666.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44696.085938 Penalty: 3062.197998
	Iteration 9Q: 3 clusters Score -44696.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44706.277344 Penalty: 3062.197998
	Iteration 10Q: 3 clusters Score -44706.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -44741.457031 Penalty: 3062.197998
	Iteration 11Q: 3 clusters Score -44741.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -44793.429688 Penalty: 3062.197998
	Iteration 12Q: 3 clusters Score -44793.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44824.980469 Penalty: 3062.197998
	Iteration 13Q: 3 clusters Score -44824.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44878.296875 Penalty: 3062.197998
	Iteration 14Q: 3 clusters Score -44878.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44999.203125 Penalty: 3062.197998
	Iteration 15Q: 3 clusters Score -44999.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45123.222656 Penalty: 3062.197998
	Iteration 16Q: 3 clusters Score -45123.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45143.527344 Penalty: 3062.197998
	Iteration 17Q: 3 clusters Score -45143.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45143.527344 Penalty: 3062.197998
	Iteration 18F: 3 clusters Score -45143.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 96540 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30309 members 
Mstep: Class 5 contains 33175 members 
Mstep: Class 6 contains 35978 members 
Mstep: Class 7 contains 25248 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 172752 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 276752 members 
Mstep: Class 13 contains 335 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 275 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178727 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49999 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 205 members 
Entering Unmasked Estep 
Score: -119291136.000000 Penalty: 75182.937500
Splitting cluster 15 changes total score from -119292528.000000 to -119291136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -55024.980469 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -55024.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53545.972656 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -53545.97 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -53818.605469 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -53818.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -53948.140625 Penalty: 3100.944336
	Iteration 2F: 3 clusters Score -53948.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54031.171875 Penalty: 3100.944336
	Iteration 3F: 3 clusters Score -54031.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54111.546875 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -54111.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54211.152344 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -54211.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54382.550781 Penalty: 3100.944336
	Iteration 6Q: 3 clusters Score -54382.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54760.304688 Penalty: 3100.944336
	Iteration 7Q: 3 clusters Score -54760.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54860.875000 Penalty: 3100.944336
	Iteration 8Q: 3 clusters Score -54860.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -54900.261719 Penalty: 3100.944336
	Iteration 9Q: 3 clusters Score -54900.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -54951.859375 Penalty: 3100.944336
	Iteration 10Q: 3 clusters Score -54951.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -54970.550781 Penalty: 3100.944336
	Iteration 11Q: 3 clusters Score -54970.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -54975.566406 Penalty: 3100.944336
	Iteration 12Q: 3 clusters Score -54975.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -54975.683594 Penalty: 3100.944336
	Iteration 13F: 3 clusters Score -54975.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -54978.250000 Penalty: 3100.944336
	Iteration 14Q: 3 clusters Score -54978.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -54989.976562 Penalty: 3100.944336
	Iteration 15Q: 3 clusters Score -54989.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55002.617188 Penalty: 3100.944336
	Iteration 16Q: 3 clusters Score -55002.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -55015.054688 Penalty: 3100.944336
	Iteration 17Q: 3 clusters Score -55015.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -55044.484375 Penalty: 3100.944336
	Iteration 18Q: 3 clusters Score -55044.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55082.222656 Penalty: 3100.944336
	Iteration 19Q: 3 clusters Score -55082.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -55087.457031 Penalty: 3100.944336
	Iteration 20F: 3 clusters Score -55087.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -55090.859375 Penalty: 3100.944336
	Iteration 21Q: 3 clusters Score -55090.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -55114.472656 Penalty: 3100.944336
	Iteration 22Q: 3 clusters Score -55114.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -55120.839844 Penalty: 3100.944336
	Iteration 23Q: 3 clusters Score -55120.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -55131.910156 Penalty: 3100.944336
	Iteration 24Q: 3 clusters Score -55131.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -55143.144531 Penalty: 3100.944336
	Iteration 25Q: 3 clusters Score -55143.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -55154.285156 Penalty: 3100.944336
	Iteration 26Q: 3 clusters Score -55154.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -55154.285156 Penalty: 3100.944336
	Iteration 27F: 3 clusters Score -55154.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 96540 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30309 members 
Mstep: Class 5 contains 33175 members 
Mstep: Class 6 contains 35978 members 
Mstep: Class 7 contains 25248 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 172752 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 276752 members 
Mstep: Class 13 contains 335 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 373 members 
Mstep: Class 17 contains 178727 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49999 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 146 members 
Entering Unmasked Estep 
Score: -119290760.000000 Penalty: 75182.937500
Splitting cluster 16 changes total score from -119292528.000000 to -119290760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (178727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178727 members 
Entering Unmasked Estep 
Score: -22451958.000000 Penalty: 2999.216309
	Iteration 0F: 2 clusters Score -2.245196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89092 members 
Mstep: Class 2 contains 89635 members 
Entering Unmasked Estep 
Score: -22332532.000000 Penalty: 5998.432617
	Iteration 0F: 3 clusters Score -2.233253e+07 nChanged 86061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86077 members 
Mstep: Class 2 contains 92650 members 
Entering Unmasked Estep 
Score: -22382366.000000 Penalty: 5998.432617
	Iteration 1F: 3 clusters Score -2.238237e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84163 members 
Mstep: Class 2 contains 94564 members 
Entering Unmasked Estep 
Score: -22383570.000000 Penalty: 5998.432617
	Iteration 2Q: 3 clusters Score -2.238357e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81148 members 
Mstep: Class 2 contains 97579 members 
Entering Unmasked Estep 
Score: -22385696.000000 Penalty: 5998.432617
	Iteration 3Q: 3 clusters Score -2.23857e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76682 members 
Mstep: Class 2 contains 102045 members 
Entering Unmasked Estep 
Score: -22388188.000000 Penalty: 5998.432617
	Iteration 4Q: 3 clusters Score -2.238819e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 108494 members 
Entering Unmasked Estep 
Score: -22392460.000000 Penalty: 5998.432617
	Iteration 5Q: 3 clusters Score -2.239246e+07 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61604 members 
Mstep: Class 2 contains 117123 members 
Entering Unmasked Estep 
Score: -22398790.000000 Penalty: 5998.432617
	Iteration 6F: 3 clusters Score -2.239879e+07 nChanged 11795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 128012 members 
Entering Unmasked Estep 
Score: -22407274.000000 Penalty: 5998.432617
	Iteration 7F: 3 clusters Score -2.240727e+07 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 140140 members 
Entering Unmasked Estep 
Score: -22417622.000000 Penalty: 5998.432617
	Iteration 8F: 3 clusters Score -2.241762e+07 nChanged 11599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 151449 members 
Entering Unmasked Estep 
Score: -22427594.000000 Penalty: 5998.432617
	Iteration 9F: 3 clusters Score -2.242759e+07 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 160636 members 
Entering Unmasked Estep 
Score: -22435476.000000 Penalty: 5998.432617
	Iteration 10F: 3 clusters Score -2.243548e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 167343 members 
Entering Unmasked Estep 
Score: -22440990.000000 Penalty: 5998.432617
	Iteration 11Q: 3 clusters Score -2.244099e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 171915 members 
Entering Unmasked Estep 
Score: -22444612.000000 Penalty: 5998.432617
	Iteration 12Q: 3 clusters Score -2.244461e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 174763 members 
Entering Unmasked Estep 
Score: -22446736.000000 Penalty: 5998.432617
	Iteration 13Q: 3 clusters Score -2.244674e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 176463 members 
Entering Unmasked Estep 
Score: -22447932.000000 Penalty: 5998.432617
	Iteration 14Q: 3 clusters Score -2.244793e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 177321 members 
Entering Unmasked Estep 
Score: -22448594.000000 Penalty: 5998.432617
	Iteration 15Q: 3 clusters Score -2.244859e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 177766 members 
Entering Unmasked Estep 
Score: -22448876.000000 Penalty: 5998.432617
	Iteration 16Q: 3 clusters Score -2.244888e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 177992 members 
Entering Unmasked Estep 
Score: -22449058.000000 Penalty: 5998.432617
	Iteration 17Q: 3 clusters Score -2.244906e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 178117 members 
Entering Unmasked Estep 
Score: -22449148.000000 Penalty: 5998.432617
	Iteration 18Q: 3 clusters Score -2.244915e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 178169 members 
Entering Unmasked Estep 
Score: -22449208.000000 Penalty: 5998.432617
	Iteration 19Q: 3 clusters Score -2.244921e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 178208 members 
Entering Unmasked Estep 
Score: -22449242.000000 Penalty: 5998.432617
	Iteration 20F: 3 clusters Score -2.244924e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 178233 members 
Entering Unmasked Estep 
Score: -22449248.000000 Penalty: 5998.432617
	Iteration 21Q: 3 clusters Score -2.244925e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 178248 members 
Entering Unmasked Estep 
Score: -22449276.000000 Penalty: 5998.432617
	Iteration 22Q: 3 clusters Score -2.244928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 178262 members 
Entering Unmasked Estep 
Score: -22449296.000000 Penalty: 5998.432617
	Iteration 23Q: 3 clusters Score -2.24493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 178267 members 
Entering Unmasked Estep 
Score: -22449294.000000 Penalty: 5998.432617
	Iteration 24Q: 3 clusters Score -2.244929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 178272 members 
Entering Unmasked Estep 
Score: -22449296.000000 Penalty: 5998.432617
	Iteration 25Q: 3 clusters Score -2.24493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 178276 members 
Entering Unmasked Estep 
Score: -22449300.000000 Penalty: 5998.432617
	Iteration 26Q: 3 clusters Score -2.24493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 178280 members 
Entering Unmasked Estep 
Score: -22449304.000000 Penalty: 5998.432617
	Iteration 27Q: 3 clusters Score -2.24493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 178284 members 
Entering Unmasked Estep 
Score: -22449302.000000 Penalty: 5998.432617
	Iteration 28Q: 3 clusters Score -2.24493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 178288 members 
Entering Unmasked Estep 
Score: -22449326.000000 Penalty: 5998.432617
	Iteration 29Q: 3 clusters Score -2.244933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 178291 members 
Entering Unmasked Estep 
Score: -22449324.000000 Penalty: 5998.432617
	Iteration 30Q: 3 clusters Score -2.244932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 178297 members 
Entering Unmasked Estep 
Score: -22449318.000000 Penalty: 5998.432617
	Iteration 31Q: 3 clusters Score -2.244932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 178299 members 
Entering Unmasked Estep 
Score: -22449316.000000 Penalty: 5998.432617
	Iteration 32Q: 3 clusters Score -2.244932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 178300 members 
Entering Unmasked Estep 
Score: -22449316.000000 Penalty: 5998.432617
	Iteration 33Q: 3 clusters Score -2.244932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 178300 members 
Entering Unmasked Estep 
Score: -22449316.000000 Penalty: 5998.432617
	Iteration 34F: 3 clusters Score -2.244932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -59384.500000 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -59384.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -57769.464844 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -57769.46 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58018.019531 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -58018.02 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58196.066406 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -58196.07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -58396.207031 Penalty: 3165.380615
	Iteration 3F: 3 clusters Score -58396.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58611.343750 Penalty: 3165.380615
	Iteration 4F: 3 clusters Score -58611.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -58997.742188 Penalty: 3165.380615
	Iteration 5F: 3 clusters Score -58997.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -59344.113281 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -59344.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -59502.722656 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -59502.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59557.363281 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -59557.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59557.363281 Penalty: 3165.380615
	Iteration 9F: 3 clusters Score -59557.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 96540 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30309 members 
Mstep: Class 5 contains 33175 members 
Mstep: Class 6 contains 35978 members 
Mstep: Class 7 contains 25248 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 172752 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 276752 members 
Mstep: Class 13 contains 335 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178727 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 49999 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 314 members 
Entering Unmasked Estep 
Score: -119290888.000000 Penalty: 75182.937500
Splitting cluster 18 changes total score from -119292528.000000 to -119290888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (49999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Entering Unmasked Estep 
Score: -6200914.500000 Penalty: 2683.300049
	Iteration 0F: 2 clusters Score -6200914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -6167412.500000 Penalty: 5366.600098
	Iteration 0F: 3 clusters Score -6167412 nChanged 22861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -6179874.500000 Penalty: 5366.600098
	Iteration 1F: 3 clusters Score -6179874 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -6180534.500000 Penalty: 5366.600098
	Iteration 2Q: 3 clusters Score -6180534 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -6181453.000000 Penalty: 5366.600098
	Iteration 3Q: 3 clusters Score -6181453 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -6182857.000000 Penalty: 5366.600098
	Iteration 4F: 3 clusters Score -6182857 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -6185410.500000 Penalty: 5366.600098
	Iteration 5F: 3 clusters Score -6185410 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -6189371.500000 Penalty: 5366.600098
	Iteration 6F: 3 clusters Score -6189372 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -6193785.000000 Penalty: 5366.600098
	Iteration 7F: 3 clusters Score -6193785 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -6196826.000000 Penalty: 5366.600098
	Iteration 8F: 3 clusters Score -6196826 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -6197992.000000 Penalty: 5366.600098
	Iteration 9Q: 3 clusters Score -6197992 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -6198324.000000 Penalty: 5366.600098
	Iteration 10Q: 3 clusters Score -6198324 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -6198435.500000 Penalty: 5366.600098
	Iteration 11Q: 3 clusters Score -6198436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -6198468.000000 Penalty: 5366.600098
	Iteration 12Q: 3 clusters Score -6198468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -6198497.000000 Penalty: 5366.600098
	Iteration 13Q: 3 clusters Score -6198497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -6198505.500000 Penalty: 5366.600098
	Iteration 14Q: 3 clusters Score -6198506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -6198511.000000 Penalty: 5366.600098
	Iteration 15Q: 3 clusters Score -6198511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 49841 members 
Entering Unmasked Estep 
Score: -6198515.000000 Penalty: 5366.600098
	Iteration 16Q: 3 clusters Score -6198515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -6198530.500000 Penalty: 5366.600098
	Iteration 17Q: 3 clusters Score -6198530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -6198532.500000 Penalty: 5366.600098
	Iteration 18Q: 3 clusters Score -6198532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -6198540.500000 Penalty: 5366.600098
	Iteration 19Q: 3 clusters Score -6198540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -6198542.000000 Penalty: 5366.600098
	Iteration 20F: 3 clusters Score -6198542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Entering Unmasked Estep 
Score: -5535024.500000 Penalty: 2648.031494
	Iteration 0F: 2 clusters Score -5535024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -5505591.000000 Penalty: 5296.062988
	Iteration 0F: 3 clusters Score -5505591 nChanged 20012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -5516503.000000 Penalty: 5296.062988
	Iteration 1F: 3 clusters Score -5516503 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -5516959.000000 Penalty: 5296.062988
	Iteration 2Q: 3 clusters Score -5516959 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -5517391.500000 Penalty: 5296.062988
	Iteration 3Q: 3 clusters Score -5517392 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -5517883.500000 Penalty: 5296.062988
	Iteration 4Q: 3 clusters Score -5517884 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -5518498.000000 Penalty: 5296.062988
	Iteration 5Q: 3 clusters Score -5518498 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -5519406.500000 Penalty: 5296.062988
	Iteration 6Q: 3 clusters Score -5519406 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -5520839.500000 Penalty: 5296.062988
	Iteration 7F: 3 clusters Score -5520840 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -5523032.000000 Penalty: 5296.062988
	Iteration 8F: 3 clusters Score -5523032 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -5525707.000000 Penalty: 5296.062988
	Iteration 9F: 3 clusters Score -5525707 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -5528227.500000 Penalty: 5296.062988
	Iteration 10F: 3 clusters Score -5528228 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -5529869.500000 Penalty: 5296.062988
	Iteration 11Q: 3 clusters Score -5529870 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5530682 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5531140 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -5531421.500000 Penalty: 5296.062988
	Iteration 14Q: 3 clusters Score -5531422 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -5531633.500000 Penalty: 5296.062988
	Iteration 15Q: 3 clusters Score -5531634 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5531842 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5532021 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -5532178.500000 Penalty: 5296.062988
	Iteration 18Q: 3 clusters Score -5532178 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -5532271.000000 Penalty: 5296.062988
	Iteration 19Q: 3 clusters Score -5532271 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -5532393.500000 Penalty: 5296.062988
	Iteration 20F: 3 clusters Score -5532394 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -5532492.500000 Penalty: 5296.062988
	Iteration 21Q: 3 clusters Score -5532492 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -5532561.000000 Penalty: 5296.062988
	Iteration 22Q: 3 clusters Score -5532561 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -5532634.500000 Penalty: 5296.062988
	Iteration 23Q: 3 clusters Score -5532634 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -5532711.000000 Penalty: 5296.062988
	Iteration 24Q: 3 clusters Score -5532711 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -5532745.000000 Penalty: 5296.062988
	Iteration 25Q: 3 clusters Score -5532745 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -5532777.000000 Penalty: 5296.062988
	Iteration 26Q: 3 clusters Score -5532777 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -5532806.500000 Penalty: 5296.062988
	Iteration 27Q: 3 clusters Score -5532806 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -5532814.500000 Penalty: 5296.062988
	Iteration 28Q: 3 clusters Score -5532814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -5532833.500000 Penalty: 5296.062988
	Iteration 29Q: 3 clusters Score -5532834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -5532843.000000 Penalty: 5296.062988
	Iteration 30Q: 3 clusters Score -5532843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -5532845.000000 Penalty: 5296.062988
	Iteration 31Q: 3 clusters Score -5532845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -5532851.000000 Penalty: 5296.062988
	Iteration 32Q: 3 clusters Score -5532851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -5532859.500000 Penalty: 5296.062988
	Iteration 33Q: 3 clusters Score -5532860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -5532863.500000 Penalty: 5296.062988
	Iteration 34Q: 3 clusters Score -5532864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -5532874.000000 Penalty: 5296.062988
	Iteration 35Q: 3 clusters Score -5532874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -5532877.000000 Penalty: 5296.062988
	Iteration 36Q: 3 clusters Score -5532877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -5532887.000000 Penalty: 5296.062988
	Iteration 37Q: 3 clusters Score -5532887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -5532878.500000 Penalty: 5296.062988
	Iteration 38Q: 3 clusters Score -5532878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -5532877.000000 Penalty: 5296.062988
	Iteration 39Q: 3 clusters Score -5532877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -5532878.500000 Penalty: 5296.062988
	Iteration 40F: 3 clusters Score -5532878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -5532875.000000 Penalty: 5296.062988
	Iteration 41Q: 3 clusters Score -5532875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -5532870.000000 Penalty: 5296.062988
	Iteration 42Q: 3 clusters Score -5532870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -5532870.000000 Penalty: 5296.062988
	Iteration 43Q: 3 clusters Score -5532870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -5532875.000000 Penalty: 5296.062988
	Iteration 44Q: 3 clusters Score -5532875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -5532871.000000 Penalty: 5296.062988
	Iteration 45Q: 3 clusters Score -5532871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -5532870.000000 Penalty: 5296.062988
	Iteration 46Q: 3 clusters Score -5532870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -5532870.500000 Penalty: 5296.062988
	Iteration 47Q: 3 clusters Score -5532870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -5532872.500000 Penalty: 5296.062988
	Iteration 48Q: 3 clusters Score -5532872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -5532877.500000 Penalty: 5296.062988
	Iteration 49Q: 3 clusters Score -5532878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -5532874.500000 Penalty: 5296.062988
	Iteration 50Q: 3 clusters Score -5532874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -5532873.000000 Penalty: 5296.062988
	Iteration 51Q: 3 clusters Score -5532873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -5532877.500000 Penalty: 5296.062988
	Iteration 52Q: 3 clusters Score -5532878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -5532882.500000 Penalty: 5296.062988
	Iteration 53Q: 3 clusters Score -5532882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -5532881.500000 Penalty: 5296.062988
	Iteration 54Q: 3 clusters Score -5532882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -5532882.500000 Penalty: 5296.062988
	Iteration 55Q: 3 clusters Score -5532882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -5532890.500000 Penalty: 5296.062988
	Iteration 56Q: 3 clusters Score -5532890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -5532888.000000 Penalty: 5296.062988
	Iteration 57Q: 3 clusters Score -5532888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -5532886.000000 Penalty: 5296.062988
	Iteration 58Q: 3 clusters Score -5532886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -5532891.500000 Penalty: 5296.062988
	Iteration 59Q: 3 clusters Score -5532892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -5532894.500000 Penalty: 5296.062988
	Iteration 60F: 3 clusters Score -5532894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -5532903.000000 Penalty: 5296.062988
	Iteration 61Q: 3 clusters Score -5532903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -5532906.000000 Penalty: 5296.062988
	Iteration 62Q: 3 clusters Score -5532906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -5532912.000000 Penalty: 5296.062988
	Iteration 63Q: 3 clusters Score -5532912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -5532909.000000 Penalty: 5296.062988
	Iteration 64Q: 3 clusters Score -5532909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -5532903.500000 Penalty: 5296.062988
	Iteration 65Q: 3 clusters Score -5532904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -5532908.000000 Penalty: 5296.062988
	Iteration 66Q: 3 clusters Score -5532908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -5532906.500000 Penalty: 5296.062988
	Iteration 67Q: 3 clusters Score -5532906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -5532908.000000 Penalty: 5296.062988
	Iteration 68Q: 3 clusters Score -5532908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -5532906.500000 Penalty: 5296.062988
	Iteration 69Q: 3 clusters Score -5532906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -5532904.500000 Penalty: 5296.062988
	Iteration 70Q: 3 clusters Score -5532904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -5532900.500000 Penalty: 5296.062988
	Iteration 71Q: 3 clusters Score -5532900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -5532902.000000 Penalty: 5296.062988
	Iteration 72Q: 3 clusters Score -5532902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -5532902.000000 Penalty: 5296.062988
	Iteration 73F: 3 clusters Score -5532902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 96540 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 30309 members 
Mstep: Class 5 contains 33175 members 
Mstep: Class 6 contains 35978 members 
Mstep: Class 7 contains 25248 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 172752 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 276752 members 
Mstep: Class 13 contains 335 members 
Mstep: Class 14 contains 260 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178727 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49999 members 
Mstep: Class 20 contains 43371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292840.000000 Penalty: 71765.531250
Iteration 239Q: 22 clusters Score -1.192928e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 96525 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 30311 members 
Mstep: Class 5 contains 33171 members 
Mstep: Class 6 contains 35964 members 
Mstep: Class 7 contains 25245 members 
Mstep: Class 8 contains 2937 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 172750 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 276785 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178691 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49997 members 
Mstep: Class 20 contains 43370 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119293168.000000 Penalty: 71765.531250
Iteration 240F: 22 clusters Score -1.192932e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 96509 members 
Mstep: Class 3 contains 2153 members 
Mstep: Class 4 contains 30311 members 
Mstep: Class 5 contains 33167 members 
Mstep: Class 6 contains 35966 members 
Mstep: Class 7 contains 25243 members 
Mstep: Class 8 contains 2918 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 172734 members 
Mstep: Class 11 contains 460 members 
Mstep: Class 12 contains 276826 members 
Mstep: Class 13 contains 482 members 
Mstep: Class 14 contains 230 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178674 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49997 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119293608.000000 Penalty: 71765.531250
Iteration 241Q: 22 clusters Score -1.192936e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 96492 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 30310 members 
Mstep: Class 5 contains 33159 members 
Mstep: Class 6 contains 35973 members 
Mstep: Class 7 contains 25241 members 
Mstep: Class 8 contains 2908 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 172725 members 
Mstep: Class 11 contains 469 members 
Mstep: Class 12 contains 276870 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 219 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178661 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49997 members 
Mstep: Class 20 contains 43370 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119293616.000000 Penalty: 71765.531250
Iteration 242Q: 22 clusters Score -1.192936e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 96475 members 
Mstep: Class 3 contains 2141 members 
Mstep: Class 4 contains 30308 members 
Mstep: Class 5 contains 33153 members 
Mstep: Class 6 contains 35974 members 
Mstep: Class 7 contains 25242 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 172707 members 
Mstep: Class 11 contains 487 members 
Mstep: Class 12 contains 276929 members 
Mstep: Class 13 contains 522 members 
Mstep: Class 14 contains 215 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178643 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49994 members 
Mstep: Class 20 contains 43372 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119293784.000000 Penalty: 71765.531250
Iteration 243Q: 22 clusters Score -1.192938e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 96467 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30307 members 
Mstep: Class 5 contains 33150 members 
Mstep: Class 6 contains 35977 members 
Mstep: Class 7 contains 25243 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 172694 members 
Mstep: Class 11 contains 499 members 
Mstep: Class 12 contains 276971 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 215 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178616 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49996 members 
Mstep: Class 20 contains 43375 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 244Q: 22 clusters Score -1.19294e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 96461 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30307 members 
Mstep: Class 5 contains 33147 members 
Mstep: Class 6 contains 35979 members 
Mstep: Class 7 contains 25243 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 426 members 
Mstep: Class 10 contains 172673 members 
Mstep: Class 11 contains 505 members 
Mstep: Class 12 contains 277027 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178589 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49994 members 
Mstep: Class 20 contains 43376 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119293928.000000 Penalty: 71765.531250
Iteration 245Q: 22 clusters Score -1.192939e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 96450 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33138 members 
Mstep: Class 6 contains 35982 members 
Mstep: Class 7 contains 25243 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 424 members 
Mstep: Class 10 contains 172669 members 
Mstep: Class 11 contains 507 members 
Mstep: Class 12 contains 277075 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178566 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49994 members 
Mstep: Class 20 contains 43373 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294024.000000 Penalty: 71765.531250
Iteration 246Q: 22 clusters Score -1.19294e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 96443 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30308 members 
Mstep: Class 5 contains 33134 members 
Mstep: Class 6 contains 35983 members 
Mstep: Class 7 contains 25242 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 422 members 
Mstep: Class 10 contains 172657 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 277116 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178546 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49993 members 
Mstep: Class 20 contains 43373 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294088.000000 Penalty: 71765.531250
Iteration 247Q: 22 clusters Score -1.192941e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 96439 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30311 members 
Mstep: Class 5 contains 33133 members 
Mstep: Class 6 contains 35982 members 
Mstep: Class 7 contains 25241 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 172653 members 
Mstep: Class 11 contains 513 members 
Mstep: Class 12 contains 277144 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178528 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294248.000000 Penalty: 71765.531250
Iteration 248Q: 22 clusters Score -1.192942e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 96433 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30311 members 
Mstep: Class 5 contains 33130 members 
Mstep: Class 6 contains 35984 members 
Mstep: Class 7 contains 25242 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 414 members 
Mstep: Class 10 contains 172651 members 
Mstep: Class 11 contains 517 members 
Mstep: Class 12 contains 277173 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178512 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49990 members 
Mstep: Class 20 contains 43370 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294240.000000 Penalty: 71765.531250
Iteration 249Q: 22 clusters Score -1.192942e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 96433 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30311 members 
Mstep: Class 5 contains 33129 members 
Mstep: Class 6 contains 35985 members 
Mstep: Class 7 contains 25241 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 172639 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277206 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 178490 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49990 members 
Mstep: Class 20 contains 43372 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294256.000000 Penalty: 71765.531250
Iteration 250Q: 22 clusters Score -1.192943e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 96427 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30309 members 
Mstep: Class 5 contains 33130 members 
Mstep: Class 6 contains 35989 members 
Mstep: Class 7 contains 25241 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 172624 members 
Mstep: Class 11 contains 517 members 
Mstep: Class 12 contains 277235 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178475 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49991 members 
Mstep: Class 20 contains 43375 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294280.000000 Penalty: 71765.531250
Iteration 251Q: 22 clusters Score -1.192943e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 96422 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30307 members 
Mstep: Class 5 contains 33130 members 
Mstep: Class 6 contains 35991 members 
Mstep: Class 7 contains 25241 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 172619 members 
Mstep: Class 11 contains 517 members 
Mstep: Class 12 contains 277271 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178445 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43377 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294296.000000 Penalty: 71765.531250
Iteration 252Q: 22 clusters Score -1.192943e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 96413 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30308 members 
Mstep: Class 5 contains 33130 members 
Mstep: Class 6 contains 35993 members 
Mstep: Class 7 contains 25241 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 172611 members 
Mstep: Class 11 contains 517 members 
Mstep: Class 12 contains 277302 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178431 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49991 members 
Mstep: Class 20 contains 43375 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294192.000000 Penalty: 71765.531250
Iteration 253Q: 22 clusters Score -1.192942e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 96402 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33127 members 
Mstep: Class 6 contains 35996 members 
Mstep: Class 7 contains 25239 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 172603 members 
Mstep: Class 11 contains 517 members 
Mstep: Class 12 contains 277331 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178427 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43375 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294136.000000 Penalty: 71765.531250
Iteration 254Q: 22 clusters Score -1.192941e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 96389 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33125 members 
Mstep: Class 6 contains 35996 members 
Mstep: Class 7 contains 25237 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 172590 members 
Mstep: Class 11 contains 517 members 
Mstep: Class 12 contains 277361 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178431 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49991 members 
Mstep: Class 20 contains 43376 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294184.000000 Penalty: 71765.531250
Iteration 255Q: 22 clusters Score -1.192942e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 96376 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30295 members 
Mstep: Class 5 contains 33124 members 
Mstep: Class 6 contains 35995 members 
Mstep: Class 7 contains 25237 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 172592 members 
Mstep: Class 11 contains 517 members 
Mstep: Class 12 contains 277378 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178431 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49990 members 
Mstep: Class 20 contains 43377 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294176.000000 Penalty: 71765.531250
Iteration 256Q: 22 clusters Score -1.192942e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 96374 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33125 members 
Mstep: Class 6 contains 35994 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 172591 members 
Mstep: Class 11 contains 517 members 
Mstep: Class 12 contains 277394 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178421 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49990 members 
Mstep: Class 20 contains 43378 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294184.000000 Penalty: 71765.531250
Iteration 257Q: 22 clusters Score -1.192942e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 96370 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30290 members 
Mstep: Class 5 contains 33126 members 
Mstep: Class 6 contains 35994 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 172588 members 
Mstep: Class 11 contains 517 members 
Mstep: Class 12 contains 277413 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178408 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49991 members 
Mstep: Class 20 contains 43379 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294208.000000 Penalty: 71765.531250
Iteration 258Q: 22 clusters Score -1.192942e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 96367 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33127 members 
Mstep: Class 6 contains 35994 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 172582 members 
Mstep: Class 11 contains 517 members 
Mstep: Class 12 contains 277426 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178403 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49990 members 
Mstep: Class 20 contains 43378 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294264.000000 Penalty: 71765.531250
Iteration 259Q: 22 clusters Score -1.192943e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 96361 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33127 members 
Mstep: Class 6 contains 35995 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 172587 members 
Mstep: Class 11 contains 517 members 
Mstep: Class 12 contains 277437 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 214 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178395 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49990 members 
Mstep: Class 20 contains 43376 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294288.000000 Penalty: 71765.531250
Iteration 260F: 22 clusters Score -1.192943e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 96362 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30291 members 
Mstep: Class 5 contains 33127 members 
Mstep: Class 6 contains 35996 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172590 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277440 members 
Mstep: Class 13 contains 538 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178387 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43375 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294400.000000 Penalty: 71765.531250
Iteration 261Q: 22 clusters Score -1.192944e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 96359 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30291 members 
Mstep: Class 5 contains 33127 members 
Mstep: Class 6 contains 35998 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172592 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277446 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 187 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178382 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43375 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294512.000000 Penalty: 71765.531250
Iteration 262Q: 22 clusters Score -1.192945e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 96356 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30291 members 
Mstep: Class 5 contains 33128 members 
Mstep: Class 6 contains 35998 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172592 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277450 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 186 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178380 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49993 members 
Mstep: Class 20 contains 43374 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294488.000000 Penalty: 71765.531250
Iteration 263Q: 22 clusters Score -1.192945e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 96355 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30291 members 
Mstep: Class 5 contains 33128 members 
Mstep: Class 6 contains 36000 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172594 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277459 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 185 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178370 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49993 members 
Mstep: Class 20 contains 43373 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294456.000000 Penalty: 71765.531250
Iteration 264Q: 22 clusters Score -1.192945e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 96352 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30291 members 
Mstep: Class 5 contains 33128 members 
Mstep: Class 6 contains 36000 members 
Mstep: Class 7 contains 25235 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172599 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277466 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 185 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178361 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49993 members 
Mstep: Class 20 contains 43373 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294480.000000 Penalty: 71765.531250
Iteration 265Q: 22 clusters Score -1.192945e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 96345 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30291 members 
Mstep: Class 5 contains 33128 members 
Mstep: Class 6 contains 36000 members 
Mstep: Class 7 contains 25235 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172602 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277479 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178353 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49993 members 
Mstep: Class 20 contains 43372 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294448.000000 Penalty: 71765.531250
Iteration 266Q: 22 clusters Score -1.192944e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 96343 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30291 members 
Mstep: Class 5 contains 33128 members 
Mstep: Class 6 contains 36000 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172596 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277488 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178350 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49993 members 
Mstep: Class 20 contains 43373 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294496.000000 Penalty: 71765.531250
Iteration 267Q: 22 clusters Score -1.192945e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 96339 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30291 members 
Mstep: Class 5 contains 33127 members 
Mstep: Class 6 contains 36000 members 
Mstep: Class 7 contains 25235 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172596 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277499 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178345 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49993 members 
Mstep: Class 20 contains 43373 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294496.000000 Penalty: 71765.531250
Iteration 268Q: 22 clusters Score -1.192945e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 96333 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33125 members 
Mstep: Class 6 contains 36000 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172597 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277507 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178343 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43373 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294472.000000 Penalty: 71765.531250
Iteration 269Q: 22 clusters Score -1.192945e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 96325 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33125 members 
Mstep: Class 6 contains 36000 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172596 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277516 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178342 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49993 members 
Mstep: Class 20 contains 43373 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294504.000000 Penalty: 71765.531250
Iteration 270Q: 22 clusters Score -1.192945e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 96319 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30293 members 
Mstep: Class 5 contains 33124 members 
Mstep: Class 6 contains 36000 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172595 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277525 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178341 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49993 members 
Mstep: Class 20 contains 43373 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294440.000000 Penalty: 71765.531250
Iteration 271Q: 22 clusters Score -1.192944e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 96314 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30294 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36000 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172595 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277535 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178337 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49993 members 
Mstep: Class 20 contains 43372 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294392.000000 Penalty: 71765.531250
Iteration 272Q: 22 clusters Score -1.192944e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 96313 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30294 members 
Mstep: Class 5 contains 33122 members 
Mstep: Class 6 contains 36000 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172595 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277543 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178333 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294472.000000 Penalty: 71765.531250
Iteration 273Q: 22 clusters Score -1.192945e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 96313 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30294 members 
Mstep: Class 5 contains 33121 members 
Mstep: Class 6 contains 36000 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172599 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277545 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178330 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43369 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294408.000000 Penalty: 71765.531250
Iteration 274Q: 22 clusters Score -1.192944e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 96311 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30294 members 
Mstep: Class 5 contains 33122 members 
Mstep: Class 6 contains 36000 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172599 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277552 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178324 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43369 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294488.000000 Penalty: 71765.531250
Iteration 275Q: 22 clusters Score -1.192945e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 96304 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30294 members 
Mstep: Class 5 contains 33122 members 
Mstep: Class 6 contains 36001 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172602 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277562 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178315 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43370 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294456.000000 Penalty: 71765.531250
Iteration 276Q: 22 clusters Score -1.192945e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 96302 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30296 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36001 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172602 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277568 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178306 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294504.000000 Penalty: 71765.531250
Iteration 277Q: 22 clusters Score -1.192945e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 96303 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30300 members 
Mstep: Class 5 contains 33124 members 
Mstep: Class 6 contains 36001 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172604 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277575 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178290 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294456.000000 Penalty: 71765.531250
Iteration 278Q: 22 clusters Score -1.192945e+08 nChanged 23
Entering ConstructFrom: 
Score: -119294456.000000 Penalty: 71765.531250
Entering ConstructFrom: 
Trying to split cluster 1 (13587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Entering Unmasked Estep 
Score: -1622436.625000 Penalty: 2360.183350
	Iteration 0F: 2 clusters Score -1622437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1612526.625000 Penalty: 4720.366699
	Iteration 0F: 3 clusters Score -1612527 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1615816.750000 Penalty: 4720.366699
	Iteration 1F: 3 clusters Score -1615817 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1616390.000000 Penalty: 4720.366699
	Iteration 2F: 3 clusters Score -1616390 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1617120.000000 Penalty: 4720.366699
	Iteration 3F: 3 clusters Score -1617120 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1618096.250000 Penalty: 4720.366699
	Iteration 4F: 3 clusters Score -1618096 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1619187.125000 Penalty: 4720.366699
	Iteration 5F: 3 clusters Score -1619187 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1620128.125000 Penalty: 4720.366699
	Iteration 6F: 3 clusters Score -1620128 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1620716.750000 Penalty: 4720.366699
	Iteration 7F: 3 clusters Score -1620717 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1621044.625000 Penalty: 4720.366699
	Iteration 8Q: 3 clusters Score -1621045 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1621202.000000 Penalty: 4720.366699
	Iteration 9Q: 3 clusters Score -1621202 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1621287.500000 Penalty: 4720.366699
	Iteration 10Q: 3 clusters Score -1621288 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1621330.000000 Penalty: 4720.366699
	Iteration 11Q: 3 clusters Score -1621330 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1621356.375000 Penalty: 4720.366699
	Iteration 12Q: 3 clusters Score -1621356 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1621370.375000 Penalty: 4720.366699
	Iteration 13Q: 3 clusters Score -1621370 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1621390.750000 Penalty: 4720.366699
	Iteration 14Q: 3 clusters Score -1621391 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1621396.500000 Penalty: 4720.366699
	Iteration 15Q: 3 clusters Score -1621396 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1621407.500000 Penalty: 4720.366699
	Iteration 16Q: 3 clusters Score -1621408 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1621418.125000 Penalty: 4720.366699
	Iteration 17Q: 3 clusters Score -1621418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1621421.375000 Penalty: 4720.366699
	Iteration 18Q: 3 clusters Score -1621421 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1621426.250000 Penalty: 4720.366699
	Iteration 19Q: 3 clusters Score -1621426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1621437.625000 Penalty: 4720.366699
	Iteration 20F: 3 clusters Score -1621438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1621444.250000 Penalty: 4720.366699
	Iteration 21Q: 3 clusters Score -1621444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1621453.250000 Penalty: 4720.366699
	Iteration 22Q: 3 clusters Score -1621453 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1621464.375000 Penalty: 4720.366699
	Iteration 23Q: 3 clusters Score -1621464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1621463.250000 Penalty: 4720.366699
	Iteration 24Q: 3 clusters Score -1621463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1621470.125000 Penalty: 4720.366699
	Iteration 25Q: 3 clusters Score -1621470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1621469.500000 Penalty: 4720.366699
	Iteration 26Q: 3 clusters Score -1621470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1621475.750000 Penalty: 4720.366699
	Iteration 27Q: 3 clusters Score -1621476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1621480.875000 Penalty: 4720.366699
	Iteration 28Q: 3 clusters Score -1621481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1621480.375000 Penalty: 4720.366699
	Iteration 29Q: 3 clusters Score -1621480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1621483.000000 Penalty: 4720.366699
	Iteration 30Q: 3 clusters Score -1621483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1621486.500000 Penalty: 4720.366699
	Iteration 31Q: 3 clusters Score -1621486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1621483.000000 Penalty: 4720.366699
	Iteration 32Q: 3 clusters Score -1621483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1621484.000000 Penalty: 4720.366699
	Iteration 33Q: 3 clusters Score -1621484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1621488.250000 Penalty: 4720.366699
	Iteration 34Q: 3 clusters Score -1621488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1621493.750000 Penalty: 4720.366699
	Iteration 35Q: 3 clusters Score -1621494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1621492.375000 Penalty: 4720.366699
	Iteration 36Q: 3 clusters Score -1621492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1621493.625000 Penalty: 4720.366699
	Iteration 37Q: 3 clusters Score -1621494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1621492.750000 Penalty: 4720.366699
	Iteration 38Q: 3 clusters Score -1621493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1621495.500000 Penalty: 4720.366699
	Iteration 39Q: 3 clusters Score -1621496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1621493.375000 Penalty: 4720.366699
	Iteration 40F: 3 clusters Score -1621493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1621494.125000 Penalty: 4720.366699
	Iteration 41Q: 3 clusters Score -1621494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1621494.375000 Penalty: 4720.366699
	Iteration 42Q: 3 clusters Score -1621494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1621492.625000 Penalty: 4720.366699
	Iteration 43Q: 3 clusters Score -1621493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1621498.500000 Penalty: 4720.366699
	Iteration 44Q: 3 clusters Score -1621498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1621500.125000 Penalty: 4720.366699
	Iteration 45Q: 3 clusters Score -1621500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1621498.375000 Penalty: 4720.366699
	Iteration 46Q: 3 clusters Score -1621498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1621498.875000 Penalty: 4720.366699
	Iteration 47Q: 3 clusters Score -1621499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1621499.500000 Penalty: 4720.366699
	Iteration 48Q: 3 clusters Score -1621500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1621503.625000 Penalty: 4720.366699
	Iteration 49Q: 3 clusters Score -1621504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1621506.000000 Penalty: 4720.366699
	Iteration 50Q: 3 clusters Score -1621506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1621505.125000 Penalty: 4720.366699
	Iteration 51Q: 3 clusters Score -1621505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1621503.875000 Penalty: 4720.366699
	Iteration 52Q: 3 clusters Score -1621504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1621501.500000 Penalty: 4720.366699
	Iteration 53Q: 3 clusters Score -1621502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1621503.375000 Penalty: 4720.366699
	Iteration 54Q: 3 clusters Score -1621503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1621503.125000 Penalty: 4720.366699
	Iteration 55Q: 3 clusters Score -1621503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1621503.875000 Penalty: 4720.366699
	Iteration 56Q: 3 clusters Score -1621504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1621503.875000 Penalty: 4720.366699
	Iteration 57F: 3 clusters Score -1621504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (96300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96300 members 
Entering Unmasked Estep 
Score: -12188794.000000 Penalty: 2845.855469
	Iteration 0F: 2 clusters Score -1.218879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -12124515.000000 Penalty: 5691.710938
	Iteration 0F: 3 clusters Score -1.212452e+07 nChanged 45606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -12151452.000000 Penalty: 5691.710938
	Iteration 1F: 3 clusters Score -1.215145e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -12152955.000000 Penalty: 5691.710938
	Iteration 2Q: 3 clusters Score -1.215296e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -12154827.000000 Penalty: 5691.710938
	Iteration 3Q: 3 clusters Score -1.215483e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 60149 members 
Entering Unmasked Estep 
Score: -12157944.000000 Penalty: 5691.710938
	Iteration 4F: 3 clusters Score -1.215794e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -12161952.000000 Penalty: 5691.710938
	Iteration 5F: 3 clusters Score -1.216195e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 69990 members 
Entering Unmasked Estep 
Score: -12166748.000000 Penalty: 5691.710938
	Iteration 6F: 3 clusters Score -1.216675e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 74792 members 
Entering Unmasked Estep 
Score: -12171326.000000 Penalty: 5691.710938
	Iteration 7F: 3 clusters Score -1.217133e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 78716 members 
Entering Unmasked Estep 
Score: -12175222.000000 Penalty: 5691.710938
	Iteration 8Q: 3 clusters Score -1.217522e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 81707 members 
Entering Unmasked Estep 
Score: -12177957.000000 Penalty: 5691.710938
	Iteration 9Q: 3 clusters Score -1.217796e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 83977 members 
Entering Unmasked Estep 
Score: -12179886.000000 Penalty: 5691.710938
	Iteration 10Q: 3 clusters Score -1.217989e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 85682 members 
Entering Unmasked Estep 
Score: -12181160.000000 Penalty: 5691.710938
	Iteration 11Q: 3 clusters Score -1.218116e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 87126 members 
Entering Unmasked Estep 
Score: -12182116.000000 Penalty: 5691.710938
	Iteration 12Q: 3 clusters Score -1.218212e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
Score: -12182846.000000 Penalty: 5691.710938
	Iteration 13Q: 3 clusters Score -1.218285e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 89428 members 
Entering Unmasked Estep 
Score: -12183364.000000 Penalty: 5691.710938
	Iteration 14Q: 3 clusters Score -1.218336e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 90383 members 
Entering Unmasked Estep 
Score: -12183832.000000 Penalty: 5691.710938
	Iteration 15Q: 3 clusters Score -1.218383e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 91224 members 
Entering Unmasked Estep 
Score: -12184283.000000 Penalty: 5691.710938
	Iteration 16Q: 3 clusters Score -1.218428e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 91964 members 
Entering Unmasked Estep 
Score: -12184591.000000 Penalty: 5691.710938
	Iteration 17Q: 3 clusters Score -1.218459e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 92640 members 
Entering Unmasked Estep 
Score: -12184907.000000 Penalty: 5691.710938
	Iteration 18Q: 3 clusters Score -1.218491e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 93226 members 
Entering Unmasked Estep 
Score: -12185156.000000 Penalty: 5691.710938
	Iteration 19Q: 3 clusters Score -1.218516e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 93682 members 
Entering Unmasked Estep 
Score: -12185370.000000 Penalty: 5691.710938
	Iteration 20F: 3 clusters Score -1.218537e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 94073 members 
Entering Unmasked Estep 
Score: -12185599.000000 Penalty: 5691.710938
	Iteration 21Q: 3 clusters Score -1.21856e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 94371 members 
Entering Unmasked Estep 
Score: -12185715.000000 Penalty: 5691.710938
	Iteration 22Q: 3 clusters Score -1.218572e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 94632 members 
Entering Unmasked Estep 
Score: -12185835.000000 Penalty: 5691.710938
	Iteration 23Q: 3 clusters Score -1.218584e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 94816 members 
Entering Unmasked Estep 
Score: -12185979.000000 Penalty: 5691.710938
	Iteration 24Q: 3 clusters Score -1.218598e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 94968 members 
Entering Unmasked Estep 
Score: -12186055.000000 Penalty: 5691.710938
	Iteration 25Q: 3 clusters Score -1.218606e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 95099 members 
Entering Unmasked Estep 
Score: -12186147.000000 Penalty: 5691.710938
	Iteration 26Q: 3 clusters Score -1.218615e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 95197 members 
Entering Unmasked Estep 
Score: -12186195.000000 Penalty: 5691.710938
	Iteration 27Q: 3 clusters Score -1.21862e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 95280 members 
Entering Unmasked Estep 
Score: -12186224.000000 Penalty: 5691.710938
	Iteration 28Q: 3 clusters Score -1.218622e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 95345 members 
Entering Unmasked Estep 
Score: -12186273.000000 Penalty: 5691.710938
	Iteration 29Q: 3 clusters Score -1.218627e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 95387 members 
Entering Unmasked Estep 
Score: -12186301.000000 Penalty: 5691.710938
	Iteration 30Q: 3 clusters Score -1.21863e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 95422 members 
Entering Unmasked Estep 
Score: -12186321.000000 Penalty: 5691.710938
	Iteration 31Q: 3 clusters Score -1.218632e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 95450 members 
Entering Unmasked Estep 
Score: -12186359.000000 Penalty: 5691.710938
	Iteration 32Q: 3 clusters Score -1.218636e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 95472 members 
Entering Unmasked Estep 
Score: -12186372.000000 Penalty: 5691.710938
	Iteration 33Q: 3 clusters Score -1.218637e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 95494 members 
Entering Unmasked Estep 
Score: -12186392.000000 Penalty: 5691.710938
	Iteration 34Q: 3 clusters Score -1.218639e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 95520 members 
Entering Unmasked Estep 
Score: -12186390.000000 Penalty: 5691.710938
	Iteration 35Q: 3 clusters Score -1.218639e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 95543 members 
Entering Unmasked Estep 
Score: -12186401.000000 Penalty: 5691.710938
	Iteration 36Q: 3 clusters Score -1.21864e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 95562 members 
Entering Unmasked Estep 
Score: -12186422.000000 Penalty: 5691.710938
	Iteration 37Q: 3 clusters Score -1.218642e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 95577 members 
Entering Unmasked Estep 
Score: -12186431.000000 Penalty: 5691.710938
	Iteration 38Q: 3 clusters Score -1.218643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 95586 members 
Entering Unmasked Estep 
Score: -12186440.000000 Penalty: 5691.710938
	Iteration 39Q: 3 clusters Score -1.218644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -12186441.000000 Penalty: 5691.710938
	Iteration 40F: 3 clusters Score -1.218644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 95597 members 
Entering Unmasked Estep 
Score: -12186446.000000 Penalty: 5691.710938
	Iteration 41Q: 3 clusters Score -1.218645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 95601 members 
Entering Unmasked Estep 
Score: -12186444.000000 Penalty: 5691.710938
	Iteration 42Q: 3 clusters Score -1.218644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 95601 members 
Entering Unmasked Estep 
Score: -12186449.000000 Penalty: 5691.710938
	Iteration 43Q: 3 clusters Score -1.218645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 95604 members 
Entering Unmasked Estep 
Score: -12186452.000000 Penalty: 5691.710938
	Iteration 44Q: 3 clusters Score -1.218645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 95610 members 
Entering Unmasked Estep 
Score: -12186450.000000 Penalty: 5691.710938
	Iteration 45Q: 3 clusters Score -1.218645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 95611 members 
Entering Unmasked Estep 
Score: -12186458.000000 Penalty: 5691.710938
	Iteration 46Q: 3 clusters Score -1.218646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 95616 members 
Entering Unmasked Estep 
Score: -12186458.000000 Penalty: 5691.710938
	Iteration 47Q: 3 clusters Score -1.218646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 95621 members 
Entering Unmasked Estep 
Score: -12186458.000000 Penalty: 5691.710938
	Iteration 48Q: 3 clusters Score -1.218646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 95624 members 
Entering Unmasked Estep 
Score: -12186452.000000 Penalty: 5691.710938
	Iteration 49Q: 3 clusters Score -1.218645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 95625 members 
Entering Unmasked Estep 
Score: -12186452.000000 Penalty: 5691.710938
	Iteration 50Q: 3 clusters Score -1.218645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 95630 members 
Entering Unmasked Estep 
Score: -12186467.000000 Penalty: 5691.710938
	Iteration 51Q: 3 clusters Score -1.218647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 95631 members 
Entering Unmasked Estep 
Score: -12186463.000000 Penalty: 5691.710938
	Iteration 52Q: 3 clusters Score -1.218646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 95635 members 
Entering Unmasked Estep 
Score: -12186461.000000 Penalty: 5691.710938
	Iteration 53Q: 3 clusters Score -1.218646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 95637 members 
Entering Unmasked Estep 
Score: -12186463.000000 Penalty: 5691.710938
	Iteration 54Q: 3 clusters Score -1.218646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 95637 members 
Entering Unmasked Estep 
Score: -12186463.000000 Penalty: 5691.710938
	Iteration 55F: 3 clusters Score -1.218646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -255761.546875 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -255761.5 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 1080 members 
Entering Unmasked Estep 
Score: -253040.906250 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -253040.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -253587.625000 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -253587.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -253777.406250 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -253777.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -253956.046875 Penalty: 3803.606201
	Iteration 3F: 3 clusters Score -253956 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -254155.437500 Penalty: 3803.606201
	Iteration 4F: 3 clusters Score -254155.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -254380.921875 Penalty: 3803.606201
	Iteration 5F: 3 clusters Score -254380.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -254662.671875 Penalty: 3803.606201
	Iteration 6F: 3 clusters Score -254662.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -255183.484375 Penalty: 3803.606201
	Iteration 7F: 3 clusters Score -255183.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -255828.656250 Penalty: 3803.606201
	Iteration 8F: 3 clusters Score -255828.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -256225.000000 Penalty: 3803.606201
	Iteration 9F: 3 clusters Score -256225 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -256349.343750 Penalty: 3803.606201
	Iteration 10Q: 3 clusters Score -256349.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -256369.265625 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -256369.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -256380.156250 Penalty: 3803.606201
	Iteration 12Q: 3 clusters Score -256380.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -256385.937500 Penalty: 3803.606201
	Iteration 13Q: 3 clusters Score -256385.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -256387.218750 Penalty: 3803.606201
	Iteration 14Q: 3 clusters Score -256387.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -256388.015625 Penalty: 3803.606201
	Iteration 15Q: 3 clusters Score -256388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -256388.015625 Penalty: 3803.606201
	Iteration 16F: 3 clusters Score -256388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 96300 members 
Mstep: Class 3 contains 1057 members 
Mstep: Class 4 contains 30301 members 
Mstep: Class 5 contains 33125 members 
Mstep: Class 6 contains 36001 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172607 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277581 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178281 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 1083 members 
Entering Unmasked Estep 
Score: -119293672.000000 Penalty: 75182.937500
Splitting cluster 3 changes total score from -119294456.000000 to -119293672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (30301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Entering Unmasked Estep 
Score: -3866311.250000 Penalty: 2559.096191
	Iteration 0F: 2 clusters Score -3866311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3845673.500000 Penalty: 5118.192383
	Iteration 0F: 3 clusters Score -3845674 nChanged 13539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3852804.750000 Penalty: 5118.192383
	Iteration 1F: 3 clusters Score -3852805 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -3853171.000000 Penalty: 5118.192383
	Iteration 2Q: 3 clusters Score -3853171 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -3853543.500000 Penalty: 5118.192383
	Iteration 3Q: 3 clusters Score -3853544 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3853884.000000 Penalty: 5118.192383
	Iteration 4Q: 3 clusters Score -3853884 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3854261.000000 Penalty: 5118.192383
	Iteration 5Q: 3 clusters Score -3854261 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -3854672.250000 Penalty: 5118.192383
	Iteration 6Q: 3 clusters Score -3854672 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -3855220.000000 Penalty: 5118.192383
	Iteration 7Q: 3 clusters Score -3855220 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -3855896.250000 Penalty: 5118.192383
	Iteration 8Q: 3 clusters Score -3855896 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -3856822.750000 Penalty: 5118.192383
	Iteration 9F: 3 clusters Score -3856823 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -3858064.750000 Penalty: 5118.192383
	Iteration 10F: 3 clusters Score -3858065 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -3859531.750000 Penalty: 5118.192383
	Iteration 11F: 3 clusters Score -3859532 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3860983.000000 Penalty: 5118.192383
	Iteration 12F: 3 clusters Score -3860983 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -3862139.750000 Penalty: 5118.192383
	Iteration 13Q: 3 clusters Score -3862140 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -3862912.500000 Penalty: 5118.192383
	Iteration 14Q: 3 clusters Score -3862912 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -3863354.000000 Penalty: 5118.192383
	Iteration 15Q: 3 clusters Score -3863354 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3863563.500000 Penalty: 5118.192383
	Iteration 16Q: 3 clusters Score -3863564 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -3863685.250000 Penalty: 5118.192383
	Iteration 17Q: 3 clusters Score -3863685 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -3863784.250000 Penalty: 5118.192383
	Iteration 18Q: 3 clusters Score -3863784 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -3863877.250000 Penalty: 5118.192383
	Iteration 19Q: 3 clusters Score -3863877 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -3863954.500000 Penalty: 5118.192383
	Iteration 20F: 3 clusters Score -3863954 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -3864020.750000 Penalty: 5118.192383
	Iteration 21Q: 3 clusters Score -3864021 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -3864064.750000 Penalty: 5118.192383
	Iteration 22Q: 3 clusters Score -3864065 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3864106.750000 Penalty: 5118.192383
	Iteration 23Q: 3 clusters Score -3864107 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -3864140.750000 Penalty: 5118.192383
	Iteration 24Q: 3 clusters Score -3864141 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -3864168.750000 Penalty: 5118.192383
	Iteration 25Q: 3 clusters Score -3864169 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -3864203.250000 Penalty: 5118.192383
	Iteration 26Q: 3 clusters Score -3864203 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -3864220.250000 Penalty: 5118.192383
	Iteration 27Q: 3 clusters Score -3864220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -3864227.250000 Penalty: 5118.192383
	Iteration 28Q: 3 clusters Score -3864227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -3864241.000000 Penalty: 5118.192383
	Iteration 29Q: 3 clusters Score -3864241 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -3864260.750000 Penalty: 5118.192383
	Iteration 30Q: 3 clusters Score -3864261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -3864268.500000 Penalty: 5118.192383
	Iteration 31Q: 3 clusters Score -3864268 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -3864281.000000 Penalty: 5118.192383
	Iteration 32Q: 3 clusters Score -3864281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -3864293.000000 Penalty: 5118.192383
	Iteration 33Q: 3 clusters Score -3864293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -3864313.750000 Penalty: 5118.192383
	Iteration 34Q: 3 clusters Score -3864314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -3864313.750000 Penalty: 5118.192383
	Iteration 35Q: 3 clusters Score -3864314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -3864322.000000 Penalty: 5118.192383
	Iteration 36Q: 3 clusters Score -3864322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -3864326.750000 Penalty: 5118.192383
	Iteration 37Q: 3 clusters Score -3864327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -3864328.500000 Penalty: 5118.192383
	Iteration 38Q: 3 clusters Score -3864328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -3864334.500000 Penalty: 5118.192383
	Iteration 39Q: 3 clusters Score -3864334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -3864344.500000 Penalty: 5118.192383
	Iteration 40F: 3 clusters Score -3864344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -3864347.500000 Penalty: 5118.192383
	Iteration 41Q: 3 clusters Score -3864348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -3864350.250000 Penalty: 5118.192383
	Iteration 42Q: 3 clusters Score -3864350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3864355.750000 Penalty: 5118.192383
	Iteration 43Q: 3 clusters Score -3864356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -3864357.750000 Penalty: 5118.192383
	Iteration 44Q: 3 clusters Score -3864358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -3864360.500000 Penalty: 5118.192383
	Iteration 45Q: 3 clusters Score -3864360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -3864360.750000 Penalty: 5118.192383
	Iteration 46Q: 3 clusters Score -3864361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -3864361.250000 Penalty: 5118.192383
	Iteration 47Q: 3 clusters Score -3864361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -3864361.500000 Penalty: 5118.192383
	Iteration 48Q: 3 clusters Score -3864362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -3864367.500000 Penalty: 5118.192383
	Iteration 49Q: 3 clusters Score -3864368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -3864374.250000 Penalty: 5118.192383
	Iteration 50Q: 3 clusters Score -3864374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -3864370.500000 Penalty: 5118.192383
	Iteration 51Q: 3 clusters Score -3864370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -3864376.000000 Penalty: 5118.192383
	Iteration 52Q: 3 clusters Score -3864376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -3864374.500000 Penalty: 5118.192383
	Iteration 53Q: 3 clusters Score -3864374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -3864373.500000 Penalty: 5118.192383
	Iteration 54Q: 3 clusters Score -3864374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -3864382.750000 Penalty: 5118.192383
	Iteration 55Q: 3 clusters Score -3864383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -3864387.250000 Penalty: 5118.192383
	Iteration 56Q: 3 clusters Score -3864387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -3864386.000000 Penalty: 5118.192383
	Iteration 57Q: 3 clusters Score -3864386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -3864389.250000 Penalty: 5118.192383
	Iteration 58Q: 3 clusters Score -3864389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -3864390.000000 Penalty: 5118.192383
	Iteration 59Q: 3 clusters Score -3864390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -3864392.000000 Penalty: 5118.192383
	Iteration 60F: 3 clusters Score -3864392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Entering Unmasked Estep 
Score: -4225640.000000 Penalty: 2581.194824
	Iteration 0F: 2 clusters Score -4225640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -4203162.500000 Penalty: 5162.389648
	Iteration 0F: 3 clusters Score -4203162 nChanged 14897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -4211381.000000 Penalty: 5162.389648
	Iteration 1F: 3 clusters Score -4211381 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -4211839.000000 Penalty: 5162.389648
	Iteration 2Q: 3 clusters Score -4211839 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -4212300.500000 Penalty: 5162.389648
	Iteration 3Q: 3 clusters Score -4212300 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -4212891.500000 Penalty: 5162.389648
	Iteration 4Q: 3 clusters Score -4212892 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -4213515.500000 Penalty: 5162.389648
	Iteration 5Q: 3 clusters Score -4213516 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -4214263.000000 Penalty: 5162.389648
	Iteration 6Q: 3 clusters Score -4214263 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -4215287.500000 Penalty: 5162.389648
	Iteration 7F: 3 clusters Score -4215288 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -4216819.000000 Penalty: 5162.389648
	Iteration 8F: 3 clusters Score -4216819 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -4218584.500000 Penalty: 5162.389648
	Iteration 9F: 3 clusters Score -4218584 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -4220037.500000 Penalty: 5162.389648
	Iteration 10F: 3 clusters Score -4220038 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -4220786.500000 Penalty: 5162.389648
	Iteration 11Q: 3 clusters Score -4220786 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -4221110.500000 Penalty: 5162.389648
	Iteration 12Q: 3 clusters Score -4221110 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -4221300.000000 Penalty: 5162.389648
	Iteration 13Q: 3 clusters Score -4221300 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -4221454.500000 Penalty: 5162.389648
	Iteration 14Q: 3 clusters Score -4221454 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -4221555.500000 Penalty: 5162.389648
	Iteration 15Q: 3 clusters Score -4221556 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -4221646.500000 Penalty: 5162.389648
	Iteration 16Q: 3 clusters Score -4221646 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -4221730.000000 Penalty: 5162.389648
	Iteration 17Q: 3 clusters Score -4221730 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -4221812.500000 Penalty: 5162.389648
	Iteration 18Q: 3 clusters Score -4221812 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -4221869.000000 Penalty: 5162.389648
	Iteration 19Q: 3 clusters Score -4221869 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -4221912.500000 Penalty: 5162.389648
	Iteration 20F: 3 clusters Score -4221912 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -4221971.500000 Penalty: 5162.389648
	Iteration 21Q: 3 clusters Score -4221972 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -4222043.500000 Penalty: 5162.389648
	Iteration 22Q: 3 clusters Score -4222044 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -4222098.500000 Penalty: 5162.389648
	Iteration 23Q: 3 clusters Score -4222098 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -4222145.000000 Penalty: 5162.389648
	Iteration 24Q: 3 clusters Score -4222145 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -4222185.500000 Penalty: 5162.389648
	Iteration 25Q: 3 clusters Score -4222186 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -4222220.000000 Penalty: 5162.389648
	Iteration 26Q: 3 clusters Score -4222220 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -4222267.500000 Penalty: 5162.389648
	Iteration 27Q: 3 clusters Score -4222268 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -4222324.000000 Penalty: 5162.389648
	Iteration 28Q: 3 clusters Score -4222324 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -4222365.000000 Penalty: 5162.389648
	Iteration 29Q: 3 clusters Score -4222365 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -4222401.000000 Penalty: 5162.389648
	Iteration 30Q: 3 clusters Score -4222401 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -4222461.500000 Penalty: 5162.389648
	Iteration 31Q: 3 clusters Score -4222462 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -4222506.000000 Penalty: 5162.389648
	Iteration 32Q: 3 clusters Score -4222506 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -4222551.000000 Penalty: 5162.389648
	Iteration 33Q: 3 clusters Score -4222551 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -4222580.500000 Penalty: 5162.389648
	Iteration 34Q: 3 clusters Score -4222580 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -4222630.000000 Penalty: 5162.389648
	Iteration 35Q: 3 clusters Score -4222630 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -4222680.500000 Penalty: 5162.389648
	Iteration 36Q: 3 clusters Score -4222680 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -4222740.000000 Penalty: 5162.389648
	Iteration 37Q: 3 clusters Score -4222740 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -4222808.000000 Penalty: 5162.389648
	Iteration 38Q: 3 clusters Score -4222808 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -4222872.000000 Penalty: 5162.389648
	Iteration 39Q: 3 clusters Score -4222872 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -4222909.500000 Penalty: 5162.389648
	Iteration 40F: 3 clusters Score -4222910 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -4222967.000000 Penalty: 5162.389648
	Iteration 41Q: 3 clusters Score -4222967 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -4223016.500000 Penalty: 5162.389648
	Iteration 42Q: 3 clusters Score -4223016 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -4223048.500000 Penalty: 5162.389648
	Iteration 43Q: 3 clusters Score -4223048 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -4223087.500000 Penalty: 5162.389648
	Iteration 44Q: 3 clusters Score -4223088 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -4223121.500000 Penalty: 5162.389648
	Iteration 45Q: 3 clusters Score -4223122 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -4223162.500000 Penalty: 5162.389648
	Iteration 46Q: 3 clusters Score -4223162 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -4223187.000000 Penalty: 5162.389648
	Iteration 47Q: 3 clusters Score -4223187 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -4223211.500000 Penalty: 5162.389648
	Iteration 48Q: 3 clusters Score -4223212 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -4223241.000000 Penalty: 5162.389648
	Iteration 49Q: 3 clusters Score -4223241 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -4223271.500000 Penalty: 5162.389648
	Iteration 50Q: 3 clusters Score -4223272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -4223295.000000 Penalty: 5162.389648
	Iteration 51Q: 3 clusters Score -4223295 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -4223304.000000 Penalty: 5162.389648
	Iteration 52Q: 3 clusters Score -4223304 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -4223327.500000 Penalty: 5162.389648
	Iteration 53Q: 3 clusters Score -4223328 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -4223348.000000 Penalty: 5162.389648
	Iteration 54Q: 3 clusters Score -4223348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -4223362.000000 Penalty: 5162.389648
	Iteration 55Q: 3 clusters Score -4223362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -4223371.500000 Penalty: 5162.389648
	Iteration 56Q: 3 clusters Score -4223372 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -4223387.500000 Penalty: 5162.389648
	Iteration 57Q: 3 clusters Score -4223388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -4223393.000000 Penalty: 5162.389648
	Iteration 58Q: 3 clusters Score -4223393 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -4223404.500000 Penalty: 5162.389648
	Iteration 59Q: 3 clusters Score -4223404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4223411.000000 Penalty: 5162.389648
	Iteration 60F: 3 clusters Score -4223411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -4223417.500000 Penalty: 5162.389648
	Iteration 61Q: 3 clusters Score -4223418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -4223416.000000 Penalty: 5162.389648
	Iteration 62Q: 3 clusters Score -4223416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -4223422.500000 Penalty: 5162.389648
	Iteration 63Q: 3 clusters Score -4223422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -4223424.500000 Penalty: 5162.389648
	Iteration 64Q: 3 clusters Score -4223424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -4223434.500000 Penalty: 5162.389648
	Iteration 65Q: 3 clusters Score -4223434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -4223450.500000 Penalty: 5162.389648
	Iteration 66Q: 3 clusters Score -4223450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -4223462.500000 Penalty: 5162.389648
	Iteration 67Q: 3 clusters Score -4223462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -4223472.500000 Penalty: 5162.389648
	Iteration 68Q: 3 clusters Score -4223472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -4223474.500000 Penalty: 5162.389648
	Iteration 69Q: 3 clusters Score -4223474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -4223485.500000 Penalty: 5162.389648
	Iteration 70Q: 3 clusters Score -4223486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -4223490.500000 Penalty: 5162.389648
	Iteration 71Q: 3 clusters Score -4223490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -4223507.000000 Penalty: 5162.389648
	Iteration 72Q: 3 clusters Score -4223507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -4223515.000000 Penalty: 5162.389648
	Iteration 73Q: 3 clusters Score -4223515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -4223524.500000 Penalty: 5162.389648
	Iteration 74Q: 3 clusters Score -4223524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -4223520.500000 Penalty: 5162.389648
	Iteration 75Q: 3 clusters Score -4223520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -4223531.500000 Penalty: 5162.389648
	Iteration 76Q: 3 clusters Score -4223532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -4223536.500000 Penalty: 5162.389648
	Iteration 77Q: 3 clusters Score -4223536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -4223546.000000 Penalty: 5162.389648
	Iteration 78Q: 3 clusters Score -4223546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -4223544.500000 Penalty: 5162.389648
	Iteration 79Q: 3 clusters Score -4223544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -4223547.000000 Penalty: 5162.389648
	Iteration 80F: 3 clusters Score -4223547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4223556.000000 Penalty: 5162.389648
	Iteration 81Q: 3 clusters Score -4223556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -4223564.000000 Penalty: 5162.389648
	Iteration 82Q: 3 clusters Score -4223564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -4223572.500000 Penalty: 5162.389648
	Iteration 83Q: 3 clusters Score -4223572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -4223575.000000 Penalty: 5162.389648
	Iteration 84Q: 3 clusters Score -4223575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -4223583.500000 Penalty: 5162.389648
	Iteration 85Q: 3 clusters Score -4223584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -4223591.000000 Penalty: 5162.389648
	Iteration 86Q: 3 clusters Score -4223591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4223593.000000 Penalty: 5162.389648
	Iteration 87Q: 3 clusters Score -4223593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4223599.500000 Penalty: 5162.389648
	Iteration 88Q: 3 clusters Score -4223600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -4223600.500000 Penalty: 5162.389648
	Iteration 89Q: 3 clusters Score -4223600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -4223595.500000 Penalty: 5162.389648
	Iteration 90Q: 3 clusters Score -4223596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -4223602.000000 Penalty: 5162.389648
	Iteration 91Q: 3 clusters Score -4223602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -4223603.500000 Penalty: 5162.389648
	Iteration 92Q: 3 clusters Score -4223604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -4223608.500000 Penalty: 5162.389648
	Iteration 93Q: 3 clusters Score -4223608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -4223608.500000 Penalty: 5162.389648
	Iteration 94Q: 3 clusters Score -4223608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -4223615.500000 Penalty: 5162.389648
	Iteration 95Q: 3 clusters Score -4223616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -4223613.000000 Penalty: 5162.389648
	Iteration 96Q: 3 clusters Score -4223613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -4223612.500000 Penalty: 5162.389648
	Iteration 97Q: 3 clusters Score -4223612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -4223614.500000 Penalty: 5162.389648
	Iteration 98Q: 3 clusters Score -4223614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -4223618.000000 Penalty: 5162.389648
	Iteration 99Q: 3 clusters Score -4223618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -4223621.000000 Penalty: 5162.389648
	Iteration 100F: 3 clusters Score -4223621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -4223619.000000 Penalty: 5162.389648
	Iteration 101Q: 3 clusters Score -4223619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -4223619.000000 Penalty: 5162.389648
	Iteration 102F: 3 clusters Score -4223619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Entering Unmasked Estep 
Score: -4593122.000000 Penalty: 2601.842773
	Iteration 0F: 2 clusters Score -4593122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -4568668.000000 Penalty: 5203.685547
	Iteration 0F: 3 clusters Score -4568668 nChanged 16395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -4577640.500000 Penalty: 5203.685547
	Iteration 1F: 3 clusters Score -4577640 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -4578051.500000 Penalty: 5203.685547
	Iteration 2Q: 3 clusters Score -4578052 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -4578462.500000 Penalty: 5203.685547
	Iteration 3Q: 3 clusters Score -4578462 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -4578802.000000 Penalty: 5203.685547
	Iteration 4Q: 3 clusters Score -4578802 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -4579163.000000 Penalty: 5203.685547
	Iteration 5Q: 3 clusters Score -4579163 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -4579528.500000 Penalty: 5203.685547
	Iteration 6Q: 3 clusters Score -4579528 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -4579904.000000 Penalty: 5203.685547
	Iteration 7Q: 3 clusters Score -4579904 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -4580444.000000 Penalty: 5203.685547
	Iteration 8Q: 3 clusters Score -4580444 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -4581126.000000 Penalty: 5203.685547
	Iteration 9Q: 3 clusters Score -4581126 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -4582113.000000 Penalty: 5203.685547
	Iteration 10Q: 3 clusters Score -4582113 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -4583321.000000 Penalty: 5203.685547
	Iteration 11Q: 3 clusters Score -4583321 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -4584707.000000 Penalty: 5203.685547
	Iteration 12F: 3 clusters Score -4584707 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -4585932.500000 Penalty: 5203.685547
	Iteration 13Q: 3 clusters Score -4585932 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -4586700.000000 Penalty: 5203.685547
	Iteration 14Q: 3 clusters Score -4586700 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -4587138.000000 Penalty: 5203.685547
	Iteration 15Q: 3 clusters Score -4587138 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -4587396.500000 Penalty: 5203.685547
	Iteration 16Q: 3 clusters Score -4587396 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -4587572.500000 Penalty: 5203.685547
	Iteration 17Q: 3 clusters Score -4587572 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -4587740.000000 Penalty: 5203.685547
	Iteration 18Q: 3 clusters Score -4587740 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -4587892.500000 Penalty: 5203.685547
	Iteration 19Q: 3 clusters Score -4587892 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -4588079.500000 Penalty: 5203.685547
	Iteration 20F: 3 clusters Score -4588080 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -4588238.500000 Penalty: 5203.685547
	Iteration 21Q: 3 clusters Score -4588238 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -4588379.500000 Penalty: 5203.685547
	Iteration 22Q: 3 clusters Score -4588380 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -4588508.000000 Penalty: 5203.685547
	Iteration 23Q: 3 clusters Score -4588508 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -4588609.000000 Penalty: 5203.685547
	Iteration 24Q: 3 clusters Score -4588609 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -4588751.500000 Penalty: 5203.685547
	Iteration 25Q: 3 clusters Score -4588752 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -4588869.000000 Penalty: 5203.685547
	Iteration 26Q: 3 clusters Score -4588869 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -4589032.000000 Penalty: 5203.685547
	Iteration 27Q: 3 clusters Score -4589032 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -4589181.500000 Penalty: 5203.685547
	Iteration 28Q: 3 clusters Score -4589182 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -4589312.000000 Penalty: 5203.685547
	Iteration 29Q: 3 clusters Score -4589312 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -4589447.500000 Penalty: 5203.685547
	Iteration 30Q: 3 clusters Score -4589448 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -4589594.000000 Penalty: 5203.685547
	Iteration 31Q: 3 clusters Score -4589594 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -4589779.500000 Penalty: 5203.685547
	Iteration 32Q: 3 clusters Score -4589780 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -4589919.500000 Penalty: 5203.685547
	Iteration 33Q: 3 clusters Score -4589920 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -4590039.500000 Penalty: 5203.685547
	Iteration 34Q: 3 clusters Score -4590040 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -4590147.500000 Penalty: 5203.685547
	Iteration 35Q: 3 clusters Score -4590148 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -4590241.000000 Penalty: 5203.685547
	Iteration 36Q: 3 clusters Score -4590241 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -4590305.500000 Penalty: 5203.685547
	Iteration 37Q: 3 clusters Score -4590306 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -4590367.500000 Penalty: 5203.685547
	Iteration 38Q: 3 clusters Score -4590368 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -4590414.500000 Penalty: 5203.685547
	Iteration 39Q: 3 clusters Score -4590414 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -4590459.500000 Penalty: 5203.685547
	Iteration 40F: 3 clusters Score -4590460 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -4590485.000000 Penalty: 5203.685547
	Iteration 41Q: 3 clusters Score -4590485 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -4590520.500000 Penalty: 5203.685547
	Iteration 42Q: 3 clusters Score -4590520 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -4590558.500000 Penalty: 5203.685547
	Iteration 43Q: 3 clusters Score -4590558 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -4590602.500000 Penalty: 5203.685547
	Iteration 44Q: 3 clusters Score -4590602 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -4590630.500000 Penalty: 5203.685547
	Iteration 45Q: 3 clusters Score -4590630 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -4590662.500000 Penalty: 5203.685547
	Iteration 46Q: 3 clusters Score -4590662 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -4590689.000000 Penalty: 5203.685547
	Iteration 47Q: 3 clusters Score -4590689 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -4590708.000000 Penalty: 5203.685547
	Iteration 48Q: 3 clusters Score -4590708 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -4590721.500000 Penalty: 5203.685547
	Iteration 49Q: 3 clusters Score -4590722 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -4590739.000000 Penalty: 5203.685547
	Iteration 50Q: 3 clusters Score -4590739 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -4590764.000000 Penalty: 5203.685547
	Iteration 51Q: 3 clusters Score -4590764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -4590773.500000 Penalty: 5203.685547
	Iteration 52Q: 3 clusters Score -4590774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -4590797.000000 Penalty: 5203.685547
	Iteration 53Q: 3 clusters Score -4590797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -4590802.500000 Penalty: 5203.685547
	Iteration 54Q: 3 clusters Score -4590802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -4590802.000000 Penalty: 5203.685547
	Iteration 55Q: 3 clusters Score -4590802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -4590813.000000 Penalty: 5203.685547
	Iteration 56Q: 3 clusters Score -4590813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -4590820.500000 Penalty: 5203.685547
	Iteration 57Q: 3 clusters Score -4590820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -4590825.000000 Penalty: 5203.685547
	Iteration 58Q: 3 clusters Score -4590825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -4590829.500000 Penalty: 5203.685547
	Iteration 59Q: 3 clusters Score -4590830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -4590829.500000 Penalty: 5203.685547
	Iteration 60F: 3 clusters Score -4590830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -4590829.500000 Penalty: 5203.685547
	Iteration 61Q: 3 clusters Score -4590830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -4590837.000000 Penalty: 5203.685547
	Iteration 62Q: 3 clusters Score -4590837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -4590839.000000 Penalty: 5203.685547
	Iteration 63Q: 3 clusters Score -4590839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -4590835.500000 Penalty: 5203.685547
	Iteration 64Q: 3 clusters Score -4590836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -4590835.000000 Penalty: 5203.685547
	Iteration 65Q: 3 clusters Score -4590835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -4590835.500000 Penalty: 5203.685547
	Iteration 66Q: 3 clusters Score -4590836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -4590840.000000 Penalty: 5203.685547
	Iteration 67Q: 3 clusters Score -4590840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -4590842.500000 Penalty: 5203.685547
	Iteration 68Q: 3 clusters Score -4590842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -4590841.000000 Penalty: 5203.685547
	Iteration 69Q: 3 clusters Score -4590841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -4590842.000000 Penalty: 5203.685547
	Iteration 70Q: 3 clusters Score -4590842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -4590843.000000 Penalty: 5203.685547
	Iteration 71Q: 3 clusters Score -4590843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -4590841.000000 Penalty: 5203.685547
	Iteration 72Q: 3 clusters Score -4590841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -4590842.000000 Penalty: 5203.685547
	Iteration 73Q: 3 clusters Score -4590842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -4590841.000000 Penalty: 5203.685547
	Iteration 74Q: 3 clusters Score -4590841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -4590841.000000 Penalty: 5203.685547
	Iteration 75F: 3 clusters Score -4590841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Entering Unmasked Estep 
Score: -3055736.750000 Penalty: 2513.734619
	Iteration 0F: 2 clusters Score -3055737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -3038326.000000 Penalty: 5027.469238
	Iteration 0F: 3 clusters Score -3038326 nChanged 11256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3044343.500000 Penalty: 5027.469238
	Iteration 1F: 3 clusters Score -3044344 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -3044742.750000 Penalty: 5027.469238
	Iteration 2F: 3 clusters Score -3044743 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -3045095.000000 Penalty: 5027.469238
	Iteration 3Q: 3 clusters Score -3045095 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -3045459.000000 Penalty: 5027.469238
	Iteration 4Q: 3 clusters Score -3045459 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -3045827.250000 Penalty: 5027.469238
	Iteration 5Q: 3 clusters Score -3045827 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -3046249.000000 Penalty: 5027.469238
	Iteration 6Q: 3 clusters Score -3046249 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -3046829.250000 Penalty: 5027.469238
	Iteration 7Q: 3 clusters Score -3046829 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -3047651.250000 Penalty: 5027.469238
	Iteration 8F: 3 clusters Score -3047651 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -3048700.000000 Penalty: 5027.469238
	Iteration 9F: 3 clusters Score -3048700 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -3049885.500000 Penalty: 5027.469238
	Iteration 10F: 3 clusters Score -3049886 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -3051082.250000 Penalty: 5027.469238
	Iteration 11F: 3 clusters Score -3051082 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3052146.750000 Penalty: 5027.469238
	Iteration 12Q: 3 clusters Score -3052147 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3052999.250000 Penalty: 5027.469238
	Iteration 13Q: 3 clusters Score -3052999 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3053687.250000 Penalty: 5027.469238
	Iteration 14Q: 3 clusters Score -3053687 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3054117.250000 Penalty: 5027.469238
	Iteration 15Q: 3 clusters Score -3054117 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3054385.750000 Penalty: 5027.469238
	Iteration 16Q: 3 clusters Score -3054386 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3054497.750000 Penalty: 5027.469238
	Iteration 17Q: 3 clusters Score -3054498 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3054550.000000 Penalty: 5027.469238
	Iteration 18Q: 3 clusters Score -3054550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3054580.500000 Penalty: 5027.469238
	Iteration 19Q: 3 clusters Score -3054580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3054615.250000 Penalty: 5027.469238
	Iteration 20F: 3 clusters Score -3054615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3054625.750000 Penalty: 5027.469238
	Iteration 21Q: 3 clusters Score -3054626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3054637.000000 Penalty: 5027.469238
	Iteration 22Q: 3 clusters Score -3054637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3054648.750000 Penalty: 5027.469238
	Iteration 23Q: 3 clusters Score -3054649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3054654.000000 Penalty: 5027.469238
	Iteration 24Q: 3 clusters Score -3054654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3054657.000000 Penalty: 5027.469238
	Iteration 25Q: 3 clusters Score -3054657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3054658.500000 Penalty: 5027.469238
	Iteration 26Q: 3 clusters Score -3054658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3054660.000000 Penalty: 5027.469238
	Iteration 27Q: 3 clusters Score -3054660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3054659.000000 Penalty: 5027.469238
	Iteration 28Q: 3 clusters Score -3054659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3054659.000000 Penalty: 5027.469238
	Iteration 29Q: 3 clusters Score -3054659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3054660.500000 Penalty: 5027.469238
	Iteration 30Q: 3 clusters Score -3054660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3054660.500000 Penalty: 5027.469238
	Iteration 31F: 3 clusters Score -3054660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Entering Unmasked Estep 
Score: -349611.156250 Penalty: 1977.684204
	Iteration 0F: 2 clusters Score -349611.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -346442.093750 Penalty: 3955.368408
	Iteration 0F: 3 clusters Score -346442.1 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -347115.468750 Penalty: 3955.368408
	Iteration 1F: 3 clusters Score -347115.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -347291.187500 Penalty: 3955.368408
	Iteration 2F: 3 clusters Score -347291.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -347404.093750 Penalty: 3955.368408
	Iteration 3Q: 3 clusters Score -347404.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -347466.281250 Penalty: 3955.368408
	Iteration 4Q: 3 clusters Score -347466.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -347512.468750 Penalty: 3955.368408
	Iteration 5Q: 3 clusters Score -347512.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -347550.625000 Penalty: 3955.368408
	Iteration 6Q: 3 clusters Score -347550.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -347578.312500 Penalty: 3955.368408
	Iteration 7Q: 3 clusters Score -347578.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -347603.531250 Penalty: 3955.368408
	Iteration 8Q: 3 clusters Score -347603.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -347620.343750 Penalty: 3955.368408
	Iteration 9Q: 3 clusters Score -347620.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -347634.375000 Penalty: 3955.368408
	Iteration 10Q: 3 clusters Score -347634.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -347648.156250 Penalty: 3955.368408
	Iteration 11Q: 3 clusters Score -347648.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -347660.062500 Penalty: 3955.368408
	Iteration 12Q: 3 clusters Score -347660.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -347675.781250 Penalty: 3955.368408
	Iteration 13Q: 3 clusters Score -347675.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -347688.312500 Penalty: 3955.368408
	Iteration 14Q: 3 clusters Score -347688.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -347698.906250 Penalty: 3955.368408
	Iteration 15Q: 3 clusters Score -347698.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -347717.093750 Penalty: 3955.368408
	Iteration 16Q: 3 clusters Score -347717.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -347739.500000 Penalty: 3955.368408
	Iteration 17Q: 3 clusters Score -347739.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -347757.281250 Penalty: 3955.368408
	Iteration 18Q: 3 clusters Score -347757.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -347775.312500 Penalty: 3955.368408
	Iteration 19Q: 3 clusters Score -347775.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -347799.906250 Penalty: 3955.368408
	Iteration 20F: 3 clusters Score -347799.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -347814.312500 Penalty: 3955.368408
	Iteration 21Q: 3 clusters Score -347814.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -347830.812500 Penalty: 3955.368408
	Iteration 22Q: 3 clusters Score -347830.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -347849.281250 Penalty: 3955.368408
	Iteration 23Q: 3 clusters Score -347849.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -347868.812500 Penalty: 3955.368408
	Iteration 24Q: 3 clusters Score -347868.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -347891.906250 Penalty: 3955.368408
	Iteration 25Q: 3 clusters Score -347891.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -347911.125000 Penalty: 3955.368408
	Iteration 26Q: 3 clusters Score -347911.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -347932.625000 Penalty: 3955.368408
	Iteration 27Q: 3 clusters Score -347932.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -347952.000000 Penalty: 3955.368408
	Iteration 28Q: 3 clusters Score -347952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -347973.812500 Penalty: 3955.368408
	Iteration 29Q: 3 clusters Score -347973.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -347996.593750 Penalty: 3955.368408
	Iteration 30Q: 3 clusters Score -347996.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -348021.718750 Penalty: 3955.368408
	Iteration 31Q: 3 clusters Score -348021.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -348050.375000 Penalty: 3955.368408
	Iteration 32Q: 3 clusters Score -348050.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -348069.125000 Penalty: 3955.368408
	Iteration 33Q: 3 clusters Score -348069.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -348088.125000 Penalty: 3955.368408
	Iteration 34Q: 3 clusters Score -348088.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -348110.218750 Penalty: 3955.368408
	Iteration 35Q: 3 clusters Score -348110.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -348136.500000 Penalty: 3955.368408
	Iteration 36Q: 3 clusters Score -348136.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -348159.750000 Penalty: 3955.368408
	Iteration 37Q: 3 clusters Score -348159.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -348179.781250 Penalty: 3955.368408
	Iteration 38Q: 3 clusters Score -348179.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -348191.218750 Penalty: 3955.368408
	Iteration 39Q: 3 clusters Score -348191.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -348198.625000 Penalty: 3955.368408
	Iteration 40F: 3 clusters Score -348198.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -348209.031250 Penalty: 3955.368408
	Iteration 41Q: 3 clusters Score -348209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -348217.843750 Penalty: 3955.368408
	Iteration 42Q: 3 clusters Score -348217.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -348227.250000 Penalty: 3955.368408
	Iteration 43Q: 3 clusters Score -348227.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -348233.718750 Penalty: 3955.368408
	Iteration 44Q: 3 clusters Score -348233.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -348238.750000 Penalty: 3955.368408
	Iteration 45Q: 3 clusters Score -348238.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -348241.312500 Penalty: 3955.368408
	Iteration 46Q: 3 clusters Score -348241.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -348243.500000 Penalty: 3955.368408
	Iteration 47Q: 3 clusters Score -348243.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -348245.218750 Penalty: 3955.368408
	Iteration 48Q: 3 clusters Score -348245.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -348245.906250 Penalty: 3955.368408
	Iteration 49Q: 3 clusters Score -348245.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -348245.906250 Penalty: 3955.368408
	Iteration 50F: 3 clusters Score -348245.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -36908.902344 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -36908.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35592.835938 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -35592.84 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35982.550781 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -35982.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -36371.691406 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -36371.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36558.921875 Penalty: 2986.427490
	Iteration 3F: 3 clusters Score -36558.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36735.011719 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -36735.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -36825.089844 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -36825.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36867.433594 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -36867.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36906.585938 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -36906.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36906.585938 Penalty: 2986.427490
	Iteration 8F: 3 clusters Score -36906.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (172607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172607 members 
Entering Unmasked Estep 
Score: -21819240.000000 Penalty: 2990.575684
	Iteration 0F: 2 clusters Score -2.181924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86232 members 
Mstep: Class 2 contains 86375 members 
Entering Unmasked Estep 
Score: -21704318.000000 Penalty: 5981.151367
	Iteration 0F: 3 clusters Score -2.170432e+07 nChanged 82697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85655 members 
Mstep: Class 2 contains 86952 members 
Entering Unmasked Estep 
Score: -21752306.000000 Penalty: 5981.151367
	Iteration 1F: 3 clusters Score -2.175231e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85240 members 
Mstep: Class 2 contains 87367 members 
Entering Unmasked Estep 
Score: -21753014.000000 Penalty: 5981.151367
	Iteration 2Q: 3 clusters Score -2.175301e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84638 members 
Mstep: Class 2 contains 87969 members 
Entering Unmasked Estep 
Score: -21753750.000000 Penalty: 5981.151367
	Iteration 3Q: 3 clusters Score -2.175375e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83645 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -21754514.000000 Penalty: 5981.151367
	Iteration 4Q: 3 clusters Score -2.175451e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82103 members 
Mstep: Class 2 contains 90504 members 
Entering Unmasked Estep 
Score: -21755144.000000 Penalty: 5981.151367
	Iteration 5Q: 3 clusters Score -2.175514e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79814 members 
Mstep: Class 2 contains 92793 members 
Entering Unmasked Estep 
Score: -21756360.000000 Penalty: 5981.151367
	Iteration 6Q: 3 clusters Score -2.175636e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 96237 members 
Entering Unmasked Estep 
Score: -21757890.000000 Penalty: 5981.151367
	Iteration 7Q: 3 clusters Score -2.175789e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71218 members 
Mstep: Class 2 contains 101389 members 
Entering Unmasked Estep 
Score: -21760282.000000 Penalty: 5981.151367
	Iteration 8Q: 3 clusters Score -2.176028e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 108718 members 
Entering Unmasked Estep 
Score: -21764300.000000 Penalty: 5981.151367
	Iteration 9Q: 3 clusters Score -2.17643e+07 nChanged 10832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 118912 members 
Entering Unmasked Estep 
Score: -21771018.000000 Penalty: 5981.151367
	Iteration 10F: 3 clusters Score -2.177102e+07 nChanged 13252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 131792 members 
Entering Unmasked Estep 
Score: -21781384.000000 Penalty: 5981.151367
	Iteration 11F: 3 clusters Score -2.178138e+07 nChanged 13837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 145465 members 
Entering Unmasked Estep 
Score: -21793666.000000 Penalty: 5981.151367
	Iteration 12F: 3 clusters Score -2.179367e+07 nChanged 11332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 156741 members 
Entering Unmasked Estep 
Score: -21804460.000000 Penalty: 5981.151367
	Iteration 13F: 3 clusters Score -2.180446e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 163937 members 
Entering Unmasked Estep 
Score: -21811096.000000 Penalty: 5981.151367
	Iteration 14Q: 3 clusters Score -2.18111e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 167615 members 
Entering Unmasked Estep 
Score: -21814528.000000 Penalty: 5981.151367
	Iteration 15Q: 3 clusters Score -2.181453e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 169323 members 
Entering Unmasked Estep 
Score: -21815970.000000 Penalty: 5981.151367
	Iteration 16Q: 3 clusters Score -2.181597e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 170122 members 
Entering Unmasked Estep 
Score: -21816528.000000 Penalty: 5981.151367
	Iteration 17Q: 3 clusters Score -2.181653e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 170577 members 
Entering Unmasked Estep 
Score: -21816848.000000 Penalty: 5981.151367
	Iteration 18Q: 3 clusters Score -2.181685e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 170878 members 
Entering Unmasked Estep 
Score: -21817006.000000 Penalty: 5981.151367
	Iteration 19Q: 3 clusters Score -2.181701e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 171050 members 
Entering Unmasked Estep 
Score: -21817106.000000 Penalty: 5981.151367
	Iteration 20F: 3 clusters Score -2.181711e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 171172 members 
Entering Unmasked Estep 
Score: -21817188.000000 Penalty: 5981.151367
	Iteration 21Q: 3 clusters Score -2.181719e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 171284 members 
Entering Unmasked Estep 
Score: -21817192.000000 Penalty: 5981.151367
	Iteration 22Q: 3 clusters Score -2.181719e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 171360 members 
Entering Unmasked Estep 
Score: -21817218.000000 Penalty: 5981.151367
	Iteration 23Q: 3 clusters Score -2.181722e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 171410 members 
Entering Unmasked Estep 
Score: -21817246.000000 Penalty: 5981.151367
	Iteration 24Q: 3 clusters Score -2.181725e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 171452 members 
Entering Unmasked Estep 
Score: -21817266.000000 Penalty: 5981.151367
	Iteration 25Q: 3 clusters Score -2.181727e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 171486 members 
Entering Unmasked Estep 
Score: -21817304.000000 Penalty: 5981.151367
	Iteration 26Q: 3 clusters Score -2.18173e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 171515 members 
Entering Unmasked Estep 
Score: -21817282.000000 Penalty: 5981.151367
	Iteration 27Q: 3 clusters Score -2.181728e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 171534 members 
Entering Unmasked Estep 
Score: -21817318.000000 Penalty: 5981.151367
	Iteration 28Q: 3 clusters Score -2.181732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 171545 members 
Entering Unmasked Estep 
Score: -21817312.000000 Penalty: 5981.151367
	Iteration 29Q: 3 clusters Score -2.181731e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 171558 members 
Entering Unmasked Estep 
Score: -21817318.000000 Penalty: 5981.151367
	Iteration 30Q: 3 clusters Score -2.181732e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 171571 members 
Entering Unmasked Estep 
Score: -21817300.000000 Penalty: 5981.151367
	Iteration 31Q: 3 clusters Score -2.18173e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 171583 members 
Entering Unmasked Estep 
Score: -21817312.000000 Penalty: 5981.151367
	Iteration 32Q: 3 clusters Score -2.181731e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 171605 members 
Entering Unmasked Estep 
Score: -21817326.000000 Penalty: 5981.151367
	Iteration 33Q: 3 clusters Score -2.181733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 171623 members 
Entering Unmasked Estep 
Score: -21817344.000000 Penalty: 5981.151367
	Iteration 34Q: 3 clusters Score -2.181734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 171634 members 
Entering Unmasked Estep 
Score: -21817340.000000 Penalty: 5981.151367
	Iteration 35Q: 3 clusters Score -2.181734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 171644 members 
Entering Unmasked Estep 
Score: -21817338.000000 Penalty: 5981.151367
	Iteration 36Q: 3 clusters Score -2.181734e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 171656 members 
Entering Unmasked Estep 
Score: -21817350.000000 Penalty: 5981.151367
	Iteration 37Q: 3 clusters Score -2.181735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 171666 members 
Entering Unmasked Estep 
Score: -21817346.000000 Penalty: 5981.151367
	Iteration 38Q: 3 clusters Score -2.181735e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 171674 members 
Entering Unmasked Estep 
Score: -21817348.000000 Penalty: 5981.151367
	Iteration 39Q: 3 clusters Score -2.181735e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 171685 members 
Entering Unmasked Estep 
Score: -21817356.000000 Penalty: 5981.151367
	Iteration 40F: 3 clusters Score -2.181736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 171691 members 
Entering Unmasked Estep 
Score: -21817358.000000 Penalty: 5981.151367
	Iteration 41Q: 3 clusters Score -2.181736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 171698 members 
Entering Unmasked Estep 
Score: -21817362.000000 Penalty: 5981.151367
	Iteration 42Q: 3 clusters Score -2.181736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 171707 members 
Entering Unmasked Estep 
Score: -21817370.000000 Penalty: 5981.151367
	Iteration 43Q: 3 clusters Score -2.181737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 171709 members 
Entering Unmasked Estep 
Score: -21817386.000000 Penalty: 5981.151367
	Iteration 44Q: 3 clusters Score -2.181739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 171710 members 
Entering Unmasked Estep 
Score: -21817376.000000 Penalty: 5981.151367
	Iteration 45Q: 3 clusters Score -2.181738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 171711 members 
Entering Unmasked Estep 
Score: -21817378.000000 Penalty: 5981.151367
	Iteration 46Q: 3 clusters Score -2.181738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 171714 members 
Entering Unmasked Estep 
Score: -21817374.000000 Penalty: 5981.151367
	Iteration 47Q: 3 clusters Score -2.181737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 171717 members 
Entering Unmasked Estep 
Score: -21817376.000000 Penalty: 5981.151367
	Iteration 48Q: 3 clusters Score -2.181738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 171718 members 
Entering Unmasked Estep 
Score: -21817392.000000 Penalty: 5981.151367
	Iteration 49Q: 3 clusters Score -2.181739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 171717 members 
Entering Unmasked Estep 
Score: -21817384.000000 Penalty: 5981.151367
	Iteration 50Q: 3 clusters Score -2.181738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 171716 members 
Entering Unmasked Estep 
Score: -21817384.000000 Penalty: 5981.151367
	Iteration 51Q: 3 clusters Score -2.181738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 171717 members 
Entering Unmasked Estep 
Score: -21817382.000000 Penalty: 5981.151367
	Iteration 52Q: 3 clusters Score -2.181738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 171717 members 
Entering Unmasked Estep 
Score: -21817380.000000 Penalty: 5981.151367
	Iteration 53Q: 3 clusters Score -2.181738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 171718 members 
Entering Unmasked Estep 
Score: -21817382.000000 Penalty: 5981.151367
	Iteration 54Q: 3 clusters Score -2.181738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 171719 members 
Entering Unmasked Estep 
Score: -21817386.000000 Penalty: 5981.151367
	Iteration 55Q: 3 clusters Score -2.181739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 171719 members 
Entering Unmasked Estep 
Score: -21817386.000000 Penalty: 5981.151367
	Iteration 56F: 3 clusters Score -2.181739e+07 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: -51310.429688 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -51310.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49777.097656 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -49777.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50047.285156 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -50047.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50297.300781 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -50297.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50724.539062 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -50724.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50865.074219 Penalty: 3099.987793
	Iteration 4F: 3 clusters Score -50865.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50987.960938 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -50987.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51103.273438 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -51103.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51249.421875 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -51249.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51459.925781 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -51459.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -51757.125000 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -51757.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51828.269531 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -51828.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51848.496094 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -51848.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51878.582031 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -51878.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51909.074219 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -51909.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51957.750000 Penalty: 3099.987793
	Iteration 14Q: 3 clusters Score -51957.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -52074.242188 Penalty: 3099.987793
	Iteration 15Q: 3 clusters Score -52074.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52248.542969 Penalty: 3099.987793
	Iteration 16Q: 3 clusters Score -52248.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52329.566406 Penalty: 3099.987793
	Iteration 17Q: 3 clusters Score -52329.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -52353.730469 Penalty: 3099.987793
	Iteration 18Q: 3 clusters Score -52353.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -52377.593750 Penalty: 3099.987793
	Iteration 19Q: 3 clusters Score -52377.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52402.785156 Penalty: 3099.987793
	Iteration 20F: 3 clusters Score -52402.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -52432.636719 Penalty: 3099.987793
	Iteration 21Q: 3 clusters Score -52432.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -52438.406250 Penalty: 3099.987793
	Iteration 22Q: 3 clusters Score -52438.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -52438.406250 Penalty: 3099.987793
	Iteration 23F: 3 clusters Score -52438.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 96300 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30301 members 
Mstep: Class 5 contains 33125 members 
Mstep: Class 6 contains 36001 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172607 members 
Mstep: Class 11 contains 253 members 
Mstep: Class 12 contains 277581 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178281 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 265 members 
Entering Unmasked Estep 
Score: -119293752.000000 Penalty: 75182.937500
Splitting cluster 11 changes total score from -119294456.000000 to -119293752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (277581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277581 members 
Entering Unmasked Estep 
Score: -34822412.000000 Penalty: 3108.399170
	Iteration 0F: 2 clusters Score -3.482241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139103 members 
Mstep: Class 2 contains 138478 members 
Entering Unmasked Estep 
Score: -34650104.000000 Penalty: 6216.798340
	Iteration 0F: 3 clusters Score -3.46501e+07 nChanged 134037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144716 members 
Mstep: Class 2 contains 132865 members 
Entering Unmasked Estep 
Score: -34728932.000000 Penalty: 6216.798340
	Iteration 1F: 3 clusters Score -3.472893e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148469 members 
Mstep: Class 2 contains 129112 members 
Entering Unmasked Estep 
Score: -34730452.000000 Penalty: 6216.798340
	Iteration 2Q: 3 clusters Score -3.473045e+07 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154297 members 
Mstep: Class 2 contains 123284 members 
Entering Unmasked Estep 
Score: -34733096.000000 Penalty: 6216.798340
	Iteration 3Q: 3 clusters Score -3.47331e+07 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163110 members 
Mstep: Class 2 contains 114471 members 
Entering Unmasked Estep 
Score: -34737352.000000 Penalty: 6216.798340
	Iteration 4Q: 3 clusters Score -3.473735e+07 nChanged 13963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176171 members 
Mstep: Class 2 contains 101410 members 
Entering Unmasked Estep 
Score: -34744640.000000 Penalty: 6216.798340
	Iteration 5F: 3 clusters Score -3.474464e+07 nChanged 18584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194419 members 
Mstep: Class 2 contains 83162 members 
Entering Unmasked Estep 
Score: -34756624.000000 Penalty: 6216.798340
	Iteration 6F: 3 clusters Score -3.475662e+07 nChanged 22749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217036 members 
Mstep: Class 2 contains 60545 members 
Entering Unmasked Estep 
Score: -34774224.000000 Penalty: 6216.798340
	Iteration 7F: 3 clusters Score -3.477422e+07 nChanged 22547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239505 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -34791664.000000 Penalty: 6216.798340
	Iteration 8F: 3 clusters Score -3.479166e+07 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256451 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -34804828.000000 Penalty: 6216.798340
	Iteration 9F: 3 clusters Score -3.480483e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266446 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -34811836.000000 Penalty: 6216.798340
	Iteration 10Q: 3 clusters Score -3.481184e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271577 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -34815432.000000 Penalty: 6216.798340
	Iteration 11Q: 3 clusters Score -3.481543e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274082 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -34817384.000000 Penalty: 6216.798340
	Iteration 12Q: 3 clusters Score -3.481738e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275349 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -34818324.000000 Penalty: 6216.798340
	Iteration 13Q: 3 clusters Score -3.481832e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275946 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -34818796.000000 Penalty: 6216.798340
	Iteration 14Q: 3 clusters Score -3.48188e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276298 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -34819164.000000 Penalty: 6216.798340
	Iteration 15Q: 3 clusters Score -3.481916e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276501 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -34819312.000000 Penalty: 6216.798340
	Iteration 16Q: 3 clusters Score -3.481931e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276608 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -34819408.000000 Penalty: 6216.798340
	Iteration 17Q: 3 clusters Score -3.481941e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276679 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -34819476.000000 Penalty: 6216.798340
	Iteration 18Q: 3 clusters Score -3.481948e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276729 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -34819500.000000 Penalty: 6216.798340
	Iteration 19Q: 3 clusters Score -3.48195e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276767 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -34819540.000000 Penalty: 6216.798340
	Iteration 20F: 3 clusters Score -3.481954e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276795 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -34819588.000000 Penalty: 6216.798340
	Iteration 21Q: 3 clusters Score -3.481959e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276820 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -34819584.000000 Penalty: 6216.798340
	Iteration 22Q: 3 clusters Score -3.481958e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276833 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -34819624.000000 Penalty: 6216.798340
	Iteration 23Q: 3 clusters Score -3.481962e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276840 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -34819624.000000 Penalty: 6216.798340
	Iteration 24Q: 3 clusters Score -3.481962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276846 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -34819604.000000 Penalty: 6216.798340
	Iteration 25Q: 3 clusters Score -3.48196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276847 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -34819636.000000 Penalty: 6216.798340
	Iteration 26Q: 3 clusters Score -3.481964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276854 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -34819656.000000 Penalty: 6216.798340
	Iteration 27Q: 3 clusters Score -3.481966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276856 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -34819676.000000 Penalty: 6216.798340
	Iteration 28Q: 3 clusters Score -3.481968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276859 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -34819660.000000 Penalty: 6216.798340
	Iteration 29Q: 3 clusters Score -3.481966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276863 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -34819652.000000 Penalty: 6216.798340
	Iteration 30Q: 3 clusters Score -3.481965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276868 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -34819672.000000 Penalty: 6216.798340
	Iteration 31Q: 3 clusters Score -3.481967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276873 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -34819668.000000 Penalty: 6216.798340
	Iteration 32Q: 3 clusters Score -3.481967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276874 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -34819676.000000 Penalty: 6216.798340
	Iteration 33Q: 3 clusters Score -3.481968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276875 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -34819684.000000 Penalty: 6216.798340
	Iteration 34Q: 3 clusters Score -3.481968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276875 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -34819684.000000 Penalty: 6216.798340
	Iteration 35F: 3 clusters Score -3.481968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -62697.628906 Penalty: 1566.208862
	Iteration 0F: 2 clusters Score -62697.63 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 302 members 
Entering Unmasked Estep 
Score: -61144.105469 Penalty: 3132.417725
	Iteration 0F: 3 clusters Score -61144.11 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61326.527344 Penalty: 3132.417725
	Iteration 1F: 3 clusters Score -61326.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61403.558594 Penalty: 3132.417725
	Iteration 2F: 3 clusters Score -61403.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61459.937500 Penalty: 3132.417725
	Iteration 3Q: 3 clusters Score -61459.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -61498.023438 Penalty: 3132.417725
	Iteration 4Q: 3 clusters Score -61498.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61518.960938 Penalty: 3132.417725
	Iteration 5Q: 3 clusters Score -61518.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61527.496094 Penalty: 3132.417725
	Iteration 6Q: 3 clusters Score -61527.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61534.464844 Penalty: 3132.417725
	Iteration 7Q: 3 clusters Score -61534.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61541.093750 Penalty: 3132.417725
	Iteration 8Q: 3 clusters Score -61541.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61551.585938 Penalty: 3132.417725
	Iteration 9Q: 3 clusters Score -61551.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61573.601562 Penalty: 3132.417725
	Iteration 10Q: 3 clusters Score -61573.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -61582.351562 Penalty: 3132.417725
	Iteration 11Q: 3 clusters Score -61582.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61592.160156 Penalty: 3132.417725
	Iteration 12Q: 3 clusters Score -61592.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61612.503906 Penalty: 3132.417725
	Iteration 13Q: 3 clusters Score -61612.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61625.339844 Penalty: 3132.417725
	Iteration 14Q: 3 clusters Score -61625.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -61627.589844 Penalty: 3132.417725
	Iteration 15Q: 3 clusters Score -61627.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61633.753906 Penalty: 3132.417725
	Iteration 16Q: 3 clusters Score -61633.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -61643.296875 Penalty: 3132.417725
	Iteration 17Q: 3 clusters Score -61643.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -61646.171875 Penalty: 3132.417725
	Iteration 18Q: 3 clusters Score -61646.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -61646.171875 Penalty: 3132.417725
	Iteration 19F: 3 clusters Score -61646.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -15663.313477 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -15663.31 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 102 members 
Entering Unmasked Estep 
Score: -14659.366211 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -14659.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14856.953125 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -14856.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14921.116211 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -14921.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14995.116211 Penalty: 2586.608154
	Iteration 3Q: 3 clusters Score -14995.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15079.506836 Penalty: 2586.608154
	Iteration 4Q: 3 clusters Score -15079.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15079.506836 Penalty: 2586.608154
	Iteration 5F: 3 clusters Score -15079.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -44652.167969 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -44652.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43217.617188 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -43217.62 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43728.558594 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -43728.56 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44142.144531 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -44142.14 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44474.628906 Penalty: 3062.197998
	Iteration 3F: 3 clusters Score -44474.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44562.238281 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -44562.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -44664.589844 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -44664.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -44731.433594 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -44731.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -44802.625000 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -44802.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -44851.550781 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -44851.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -44911.113281 Penalty: 3062.197998
	Iteration 9Q: 3 clusters Score -44911.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -44954.234375 Penalty: 3062.197998
	Iteration 10Q: 3 clusters Score -44954.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -44982.578125 Penalty: 3062.197998
	Iteration 11Q: 3 clusters Score -44982.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -45000.605469 Penalty: 3062.197998
	Iteration 12Q: 3 clusters Score -45000.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45034.734375 Penalty: 3062.197998
	Iteration 13Q: 3 clusters Score -45034.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45083.535156 Penalty: 3062.197998
	Iteration 14Q: 3 clusters Score -45083.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45099.882812 Penalty: 3062.197998
	Iteration 15F: 3 clusters Score -45099.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -45149.957031 Penalty: 3062.197998
	Iteration 16Q: 3 clusters Score -45149.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -45268.015625 Penalty: 3062.197998
	Iteration 17Q: 3 clusters Score -45268.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -45268.015625 Penalty: 3062.197998
	Iteration 18F: 3 clusters Score -45268.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 96300 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30301 members 
Mstep: Class 5 contains 33125 members 
Mstep: Class 6 contains 36001 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172607 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277581 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178281 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 286 members 
Entering Unmasked Estep 
Score: -119293128.000000 Penalty: 75182.937500
Splitting cluster 15 changes total score from -119294456.000000 to -119293128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -55114.578125 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -55114.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53630.347656 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -53630.35 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53907.230469 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -53907.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54068.113281 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -54068.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54230.449219 Penalty: 3101.899170
	Iteration 3F: 3 clusters Score -54230.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54326.117188 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -54326.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -54429.988281 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -54429.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -54502.789062 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -54502.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -54517.960938 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -54517.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -54523.789062 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -54523.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -54528.246094 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -54528.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -54528.246094 Penalty: 3101.899170
	Iteration 10F: 3 clusters Score -54528.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (178281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178281 members 
Entering Unmasked Estep 
Score: -22396632.000000 Penalty: 2998.596680
	Iteration 0F: 2 clusters Score -2.239663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89104 members 
Mstep: Class 2 contains 89177 members 
Entering Unmasked Estep 
Score: -22277912.000000 Penalty: 5997.193359
	Iteration 0F: 3 clusters Score -2.227791e+07 nChanged 85669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87539 members 
Mstep: Class 2 contains 90742 members 
Entering Unmasked Estep 
Score: -22327698.000000 Penalty: 5997.193359
	Iteration 1F: 3 clusters Score -2.23277e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 91608 members 
Entering Unmasked Estep 
Score: -22328564.000000 Penalty: 5997.193359
	Iteration 2Q: 3 clusters Score -2.232856e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85291 members 
Mstep: Class 2 contains 92990 members 
Entering Unmasked Estep 
Score: -22329670.000000 Penalty: 5997.193359
	Iteration 3Q: 3 clusters Score -2.232967e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83187 members 
Mstep: Class 2 contains 95094 members 
Entering Unmasked Estep 
Score: -22331302.000000 Penalty: 5997.193359
	Iteration 4Q: 3 clusters Score -2.23313e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80018 members 
Mstep: Class 2 contains 98263 members 
Entering Unmasked Estep 
Score: -22333704.000000 Penalty: 5997.193359
	Iteration 5Q: 3 clusters Score -2.23337e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75342 members 
Mstep: Class 2 contains 102939 members 
Entering Unmasked Estep 
Score: -22337210.000000 Penalty: 5997.193359
	Iteration 6Q: 3 clusters Score -2.233721e+07 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69222 members 
Mstep: Class 2 contains 109059 members 
Entering Unmasked Estep 
Score: -22342474.000000 Penalty: 5997.193359
	Iteration 7F: 3 clusters Score -2.234247e+07 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 116426 members 
Entering Unmasked Estep 
Score: -22349344.000000 Penalty: 5997.193359
	Iteration 8F: 3 clusters Score -2.234934e+07 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 124406 members 
Entering Unmasked Estep 
Score: -22357430.000000 Penalty: 5997.193359
	Iteration 9F: 3 clusters Score -2.235743e+07 nChanged 10470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 131810 members 
Entering Unmasked Estep 
Score: -22365376.000000 Penalty: 5997.193359
	Iteration 10F: 3 clusters Score -2.236538e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 137783 members 
Entering Unmasked Estep 
Score: -22371650.000000 Penalty: 5997.193359
	Iteration 11Q: 3 clusters Score -2.237165e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 142459 members 
Entering Unmasked Estep 
Score: -22375920.000000 Penalty: 5997.193359
	Iteration 12Q: 3 clusters Score -2.237592e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 146501 members 
Entering Unmasked Estep 
Score: -22379006.000000 Penalty: 5997.193359
	Iteration 13Q: 3 clusters Score -2.237901e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 150230 members 
Entering Unmasked Estep 
Score: -22381352.000000 Penalty: 5997.193359
	Iteration 14Q: 3 clusters Score -2.238135e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 153790 members 
Entering Unmasked Estep 
Score: -22383550.000000 Penalty: 5997.193359
	Iteration 15Q: 3 clusters Score -2.238355e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 157129 members 
Entering Unmasked Estep 
Score: -22385594.000000 Penalty: 5997.193359
	Iteration 16Q: 3 clusters Score -2.238559e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 160134 members 
Entering Unmasked Estep 
Score: -22387356.000000 Penalty: 5997.193359
	Iteration 17Q: 3 clusters Score -2.238736e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 162756 members 
Entering Unmasked Estep 
Score: -22389250.000000 Penalty: 5997.193359
	Iteration 18Q: 3 clusters Score -2.238925e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 165006 members 
Entering Unmasked Estep 
Score: -22390680.000000 Penalty: 5997.193359
	Iteration 19Q: 3 clusters Score -2.239068e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 166833 members 
Entering Unmasked Estep 
Score: -22391760.000000 Penalty: 5997.193359
	Iteration 20F: 3 clusters Score -2.239176e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 168224 members 
Entering Unmasked Estep 
Score: -22392614.000000 Penalty: 5997.193359
	Iteration 21Q: 3 clusters Score -2.239261e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 169315 members 
Entering Unmasked Estep 
Score: -22393110.000000 Penalty: 5997.193359
	Iteration 22Q: 3 clusters Score -2.239311e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 170211 members 
Entering Unmasked Estep 
Score: -22393678.000000 Penalty: 5997.193359
	Iteration 23Q: 3 clusters Score -2.239368e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 170929 members 
Entering Unmasked Estep 
Score: -22393964.000000 Penalty: 5997.193359
	Iteration 24Q: 3 clusters Score -2.239396e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 171508 members 
Entering Unmasked Estep 
Score: -22394208.000000 Penalty: 5997.193359
	Iteration 25Q: 3 clusters Score -2.239421e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 171969 members 
Entering Unmasked Estep 
Score: -22394286.000000 Penalty: 5997.193359
	Iteration 26Q: 3 clusters Score -2.239429e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 172333 members 
Entering Unmasked Estep 
Score: -22394366.000000 Penalty: 5997.193359
	Iteration 27Q: 3 clusters Score -2.239437e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 172637 members 
Entering Unmasked Estep 
Score: -22394526.000000 Penalty: 5997.193359
	Iteration 28Q: 3 clusters Score -2.239453e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 172912 members 
Entering Unmasked Estep 
Score: -22394574.000000 Penalty: 5997.193359
	Iteration 29Q: 3 clusters Score -2.239457e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 173136 members 
Entering Unmasked Estep 
Score: -22394662.000000 Penalty: 5997.193359
	Iteration 30Q: 3 clusters Score -2.239466e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 173341 members 
Entering Unmasked Estep 
Score: -22394688.000000 Penalty: 5997.193359
	Iteration 31Q: 3 clusters Score -2.239469e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 173507 members 
Entering Unmasked Estep 
Score: -22394754.000000 Penalty: 5997.193359
	Iteration 32Q: 3 clusters Score -2.239475e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 173650 members 
Entering Unmasked Estep 
Score: -22394802.000000 Penalty: 5997.193359
	Iteration 33Q: 3 clusters Score -2.23948e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 173780 members 
Entering Unmasked Estep 
Score: -22394844.000000 Penalty: 5997.193359
	Iteration 34Q: 3 clusters Score -2.239484e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 173900 members 
Entering Unmasked Estep 
Score: -22394830.000000 Penalty: 5997.193359
	Iteration 35Q: 3 clusters Score -2.239483e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 173990 members 
Entering Unmasked Estep 
Score: -22394840.000000 Penalty: 5997.193359
	Iteration 36Q: 3 clusters Score -2.239484e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 174064 members 
Entering Unmasked Estep 
Score: -22394840.000000 Penalty: 5997.193359
	Iteration 37Q: 3 clusters Score -2.239484e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 174131 members 
Entering Unmasked Estep 
Score: -22394822.000000 Penalty: 5997.193359
	Iteration 38Q: 3 clusters Score -2.239482e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 174195 members 
Entering Unmasked Estep 
Score: -22394808.000000 Penalty: 5997.193359
	Iteration 39Q: 3 clusters Score -2.239481e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 174249 members 
Entering Unmasked Estep 
Score: -22394864.000000 Penalty: 5997.193359
	Iteration 40F: 3 clusters Score -2.239486e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 174297 members 
Entering Unmasked Estep 
Score: -22394840.000000 Penalty: 5997.193359
	Iteration 41Q: 3 clusters Score -2.239484e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 174332 members 
Entering Unmasked Estep 
Score: -22394848.000000 Penalty: 5997.193359
	Iteration 42Q: 3 clusters Score -2.239485e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 174356 members 
Entering Unmasked Estep 
Score: -22394840.000000 Penalty: 5997.193359
	Iteration 43Q: 3 clusters Score -2.239484e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 174386 members 
Entering Unmasked Estep 
Score: -22394824.000000 Penalty: 5997.193359
	Iteration 44Q: 3 clusters Score -2.239482e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 174411 members 
Entering Unmasked Estep 
Score: -22394810.000000 Penalty: 5997.193359
	Iteration 45Q: 3 clusters Score -2.239481e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 174432 members 
Entering Unmasked Estep 
Score: -22394856.000000 Penalty: 5997.193359
	Iteration 46Q: 3 clusters Score -2.239486e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 174450 members 
Entering Unmasked Estep 
Score: -22394862.000000 Penalty: 5997.193359
	Iteration 47Q: 3 clusters Score -2.239486e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 174471 members 
Entering Unmasked Estep 
Score: -22394864.000000 Penalty: 5997.193359
	Iteration 48Q: 3 clusters Score -2.239486e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 174491 members 
Entering Unmasked Estep 
Score: -22394852.000000 Penalty: 5997.193359
	Iteration 49Q: 3 clusters Score -2.239485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 174508 members 
Entering Unmasked Estep 
Score: -22394868.000000 Penalty: 5997.193359
	Iteration 50Q: 3 clusters Score -2.239487e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 174527 members 
Entering Unmasked Estep 
Score: -22394864.000000 Penalty: 5997.193359
	Iteration 51Q: 3 clusters Score -2.239486e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 174553 members 
Entering Unmasked Estep 
Score: -22394862.000000 Penalty: 5997.193359
	Iteration 52Q: 3 clusters Score -2.239486e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 174584 members 
Entering Unmasked Estep 
Score: -22394864.000000 Penalty: 5997.193359
	Iteration 53Q: 3 clusters Score -2.239486e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 174611 members 
Entering Unmasked Estep 
Score: -22394900.000000 Penalty: 5997.193359
	Iteration 54Q: 3 clusters Score -2.23949e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 174641 members 
Entering Unmasked Estep 
Score: -22394886.000000 Penalty: 5997.193359
	Iteration 55Q: 3 clusters Score -2.239489e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 174671 members 
Entering Unmasked Estep 
Score: -22394878.000000 Penalty: 5997.193359
	Iteration 56Q: 3 clusters Score -2.239488e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 174699 members 
Entering Unmasked Estep 
Score: -22394874.000000 Penalty: 5997.193359
	Iteration 57Q: 3 clusters Score -2.239487e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 174732 members 
Entering Unmasked Estep 
Score: -22394870.000000 Penalty: 5997.193359
	Iteration 58Q: 3 clusters Score -2.239487e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 174756 members 
Entering Unmasked Estep 
Score: -22394880.000000 Penalty: 5997.193359
	Iteration 59Q: 3 clusters Score -2.239488e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 174782 members 
Entering Unmasked Estep 
Score: -22394894.000000 Penalty: 5997.193359
	Iteration 60F: 3 clusters Score -2.239489e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 174804 members 
Entering Unmasked Estep 
Score: -22394874.000000 Penalty: 5997.193359
	Iteration 61Q: 3 clusters Score -2.239487e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 174824 members 
Entering Unmasked Estep 
Score: -22394872.000000 Penalty: 5997.193359
	Iteration 62Q: 3 clusters Score -2.239487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 174836 members 
Entering Unmasked Estep 
Score: -22394872.000000 Penalty: 5997.193359
	Iteration 63Q: 3 clusters Score -2.239487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 174845 members 
Entering Unmasked Estep 
Score: -22394880.000000 Penalty: 5997.193359
	Iteration 64Q: 3 clusters Score -2.239488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 174857 members 
Entering Unmasked Estep 
Score: -22394870.000000 Penalty: 5997.193359
	Iteration 65Q: 3 clusters Score -2.239487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 174867 members 
Entering Unmasked Estep 
Score: -22394872.000000 Penalty: 5997.193359
	Iteration 66Q: 3 clusters Score -2.239487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 174875 members 
Entering Unmasked Estep 
Score: -22394876.000000 Penalty: 5997.193359
	Iteration 67Q: 3 clusters Score -2.239488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 174883 members 
Entering Unmasked Estep 
Score: -22394868.000000 Penalty: 5997.193359
	Iteration 68Q: 3 clusters Score -2.239487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 174888 members 
Entering Unmasked Estep 
Score: -22394848.000000 Penalty: 5997.193359
	Iteration 69Q: 3 clusters Score -2.239485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 174894 members 
Entering Unmasked Estep 
Score: -22394884.000000 Penalty: 5997.193359
	Iteration 70Q: 3 clusters Score -2.239488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 174899 members 
Entering Unmasked Estep 
Score: -22394886.000000 Penalty: 5997.193359
	Iteration 71Q: 3 clusters Score -2.239489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 174908 members 
Entering Unmasked Estep 
Score: -22394900.000000 Penalty: 5997.193359
	Iteration 72Q: 3 clusters Score -2.23949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 174912 members 
Entering Unmasked Estep 
Score: -22394892.000000 Penalty: 5997.193359
	Iteration 73Q: 3 clusters Score -2.239489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 174916 members 
Entering Unmasked Estep 
Score: -22394894.000000 Penalty: 5997.193359
	Iteration 74Q: 3 clusters Score -2.239489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 174920 members 
Entering Unmasked Estep 
Score: -22394890.000000 Penalty: 5997.193359
	Iteration 75Q: 3 clusters Score -2.239489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 174925 members 
Entering Unmasked Estep 
Score: -22394884.000000 Penalty: 5997.193359
	Iteration 76Q: 3 clusters Score -2.239488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 174930 members 
Entering Unmasked Estep 
Score: -22394888.000000 Penalty: 5997.193359
	Iteration 77Q: 3 clusters Score -2.239489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 174937 members 
Entering Unmasked Estep 
Score: -22394874.000000 Penalty: 5997.193359
	Iteration 78Q: 3 clusters Score -2.239487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 174941 members 
Entering Unmasked Estep 
Score: -22394878.000000 Penalty: 5997.193359
	Iteration 79Q: 3 clusters Score -2.239488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 174947 members 
Entering Unmasked Estep 
Score: -22394872.000000 Penalty: 5997.193359
	Iteration 80F: 3 clusters Score -2.239487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 174949 members 
Entering Unmasked Estep 
Score: -22394874.000000 Penalty: 5997.193359
	Iteration 81Q: 3 clusters Score -2.239487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 174950 members 
Entering Unmasked Estep 
Score: -22394856.000000 Penalty: 5997.193359
	Iteration 82Q: 3 clusters Score -2.239486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 174954 members 
Entering Unmasked Estep 
Score: -22394862.000000 Penalty: 5997.193359
	Iteration 83Q: 3 clusters Score -2.239486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 174962 members 
Entering Unmasked Estep 
Score: -22394872.000000 Penalty: 5997.193359
	Iteration 84Q: 3 clusters Score -2.239487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 174972 members 
Entering Unmasked Estep 
Score: -22394858.000000 Penalty: 5997.193359
	Iteration 85Q: 3 clusters Score -2.239486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 174977 members 
Entering Unmasked Estep 
Score: -22394876.000000 Penalty: 5997.193359
	Iteration 86Q: 3 clusters Score -2.239488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 174985 members 
Entering Unmasked Estep 
Score: -22394884.000000 Penalty: 5997.193359
	Iteration 87Q: 3 clusters Score -2.239488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 174989 members 
Entering Unmasked Estep 
Score: -22394884.000000 Penalty: 5997.193359
	Iteration 88Q: 3 clusters Score -2.239488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 174992 members 
Entering Unmasked Estep 
Score: -22394870.000000 Penalty: 5997.193359
	Iteration 89Q: 3 clusters Score -2.239487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 174995 members 
Entering Unmasked Estep 
Score: -22394874.000000 Penalty: 5997.193359
	Iteration 90Q: 3 clusters Score -2.239487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 174996 members 
Entering Unmasked Estep 
Score: -22394866.000000 Penalty: 5997.193359
	Iteration 91Q: 3 clusters Score -2.239487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 174997 members 
Entering Unmasked Estep 
Score: -22394866.000000 Penalty: 5997.193359
	Iteration 92Q: 3 clusters Score -2.239487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 174997 members 
Entering Unmasked Estep 
Score: -22394866.000000 Penalty: 5997.193359
	Iteration 93F: 3 clusters Score -2.239487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -59384.500000 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -59384.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57805.695312 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -57805.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58054.527344 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -58054.53 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58158.859375 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -58158.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58249.238281 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -58249.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58338.429688 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -58338.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58419.738281 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -58419.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58554.074219 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -58554.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58697.101562 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -58697.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58873.152344 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -58873.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59038.273438 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -59038.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59157.453125 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -59157.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59223.019531 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -59223.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59275.625000 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -59275.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59311.003906 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -59311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59366.347656 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -59366.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -59482.726562 Penalty: 3165.380615
	Iteration 15Q: 3 clusters Score -59482.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59510.496094 Penalty: 3165.380615
	Iteration 16Q: 3 clusters Score -59510.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59540.167969 Penalty: 3165.380615
	Iteration 17Q: 3 clusters Score -59540.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59617.285156 Penalty: 3165.380615
	Iteration 18Q: 3 clusters Score -59617.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59645.863281 Penalty: 3165.380615
	Iteration 19Q: 3 clusters Score -59645.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59651.023438 Penalty: 3165.380615
	Iteration 20F: 3 clusters Score -59651.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 96300 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30301 members 
Mstep: Class 5 contains 33125 members 
Mstep: Class 6 contains 36001 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172607 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277581 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178281 members 
Mstep: Class 18 contains 304 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 287 members 
Entering Unmasked Estep 
Score: -119292856.000000 Penalty: 75182.937500
Splitting cluster 18 changes total score from -119294456.000000 to -119292856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (49992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Entering Unmasked Estep 
Score: -6200094.000000 Penalty: 2683.265381
	Iteration 0F: 2 clusters Score -6200094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -6166550.500000 Penalty: 5366.530762
	Iteration 0F: 3 clusters Score -6166550 nChanged 22897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -6179202.500000 Penalty: 5366.530762
	Iteration 1F: 3 clusters Score -6179202 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -6179644.000000 Penalty: 5366.530762
	Iteration 2Q: 3 clusters Score -6179644 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -6180040.500000 Penalty: 5366.530762
	Iteration 3Q: 3 clusters Score -6180040 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -6180435.000000 Penalty: 5366.530762
	Iteration 4Q: 3 clusters Score -6180435 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -6180848.000000 Penalty: 5366.530762
	Iteration 5Q: 3 clusters Score -6180848 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -6181283.000000 Penalty: 5366.530762
	Iteration 6Q: 3 clusters Score -6181283 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -6181852.000000 Penalty: 5366.530762
	Iteration 7Q: 3 clusters Score -6181852 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -6182832.000000 Penalty: 5366.530762
	Iteration 8Q: 3 clusters Score -6182832 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -6184329.000000 Penalty: 5366.530762
	Iteration 9F: 3 clusters Score -6184329 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -6186662.500000 Penalty: 5366.530762
	Iteration 10F: 3 clusters Score -6186662 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -6189741.000000 Penalty: 5366.530762
	Iteration 11F: 3 clusters Score -6189741 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -6192966.500000 Penalty: 5366.530762
	Iteration 12F: 3 clusters Score -6192966 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -6195494.000000 Penalty: 5366.530762
	Iteration 13F: 3 clusters Score -6195494 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -6196844.000000 Penalty: 5366.530762
	Iteration 14Q: 3 clusters Score -6196844 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -6197361.500000 Penalty: 5366.530762
	Iteration 15Q: 3 clusters Score -6197362 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -6197542.000000 Penalty: 5366.530762
	Iteration 16Q: 3 clusters Score -6197542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -6197641.000000 Penalty: 5366.530762
	Iteration 17Q: 3 clusters Score -6197641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -6197686.500000 Penalty: 5366.530762
	Iteration 18Q: 3 clusters Score -6197686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -6197711.500000 Penalty: 5366.530762
	Iteration 19Q: 3 clusters Score -6197712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -6197732.000000 Penalty: 5366.530762
	Iteration 20F: 3 clusters Score -6197732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 49828 members 
Entering Unmasked Estep 
Score: -6197752.000000 Penalty: 5366.530762
	Iteration 21Q: 3 clusters Score -6197752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
Score: -6197760.000000 Penalty: 5366.530762
	Iteration 22Q: 3 clusters Score -6197760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -6197762.000000 Penalty: 5366.530762
	Iteration 23Q: 3 clusters Score -6197762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -6197767.000000 Penalty: 5366.530762
	Iteration 24Q: 3 clusters Score -6197767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -6197776.000000 Penalty: 5366.530762
	Iteration 25Q: 3 clusters Score -6197776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -6197776.000000 Penalty: 5366.530762
	Iteration 26F: 3 clusters Score -6197776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Entering Unmasked Estep 
Score: -5534988.500000 Penalty: 2648.031494
	Iteration 0F: 2 clusters Score -5534988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -5505609.500000 Penalty: 5296.062988
	Iteration 0F: 3 clusters Score -5505610 nChanged 19918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -5516448.000000 Penalty: 5296.062988
	Iteration 1F: 3 clusters Score -5516448 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -5516910.000000 Penalty: 5296.062988
	Iteration 2Q: 3 clusters Score -5516910 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -5517370.000000 Penalty: 5296.062988
	Iteration 3Q: 3 clusters Score -5517370 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -5517890.000000 Penalty: 5296.062988
	Iteration 4Q: 3 clusters Score -5517890 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -5518565.000000 Penalty: 5296.062988
	Iteration 5Q: 3 clusters Score -5518565 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -5519508.000000 Penalty: 5296.062988
	Iteration 6Q: 3 clusters Score -5519508 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -5520812.500000 Penalty: 5296.062988
	Iteration 7F: 3 clusters Score -5520812 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -5522598.000000 Penalty: 5296.062988
	Iteration 8F: 3 clusters Score -5522598 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -5524953.000000 Penalty: 5296.062988
	Iteration 9F: 3 clusters Score -5524953 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -5527589.000000 Penalty: 5296.062988
	Iteration 10F: 3 clusters Score -5527589 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -5529601.500000 Penalty: 5296.062988
	Iteration 11F: 3 clusters Score -5529602 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -5530741.500000 Penalty: 5296.062988
	Iteration 12Q: 3 clusters Score -5530742 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -5531213.000000 Penalty: 5296.062988
	Iteration 13Q: 3 clusters Score -5531213 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -5531531.000000 Penalty: 5296.062988
	Iteration 14Q: 3 clusters Score -5531531 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -5531815.500000 Penalty: 5296.062988
	Iteration 15Q: 3 clusters Score -5531816 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -5532006.500000 Penalty: 5296.062988
	Iteration 16Q: 3 clusters Score -5532006 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -5532157.000000 Penalty: 5296.062988
	Iteration 17Q: 3 clusters Score -5532157 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -5532275.500000 Penalty: 5296.062988
	Iteration 18Q: 3 clusters Score -5532276 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -5532409.500000 Penalty: 5296.062988
	Iteration 19Q: 3 clusters Score -5532410 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -5532500.000000 Penalty: 5296.062988
	Iteration 20F: 3 clusters Score -5532500 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -5532536.500000 Penalty: 5296.062988
	Iteration 21Q: 3 clusters Score -5532536 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -5532574.000000 Penalty: 5296.062988
	Iteration 22Q: 3 clusters Score -5532574 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -5532614.500000 Penalty: 5296.062988
	Iteration 23Q: 3 clusters Score -5532614 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -5532634.000000 Penalty: 5296.062988
	Iteration 24Q: 3 clusters Score -5532634 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -5532678.000000 Penalty: 5296.062988
	Iteration 25Q: 3 clusters Score -5532678 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5532721.000000 Penalty: 5296.062988
	Iteration 26Q: 3 clusters Score -5532721 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5532748.500000 Penalty: 5296.062988
	Iteration 27Q: 3 clusters Score -5532748 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5532756.000000 Penalty: 5296.062988
	Iteration 28Q: 3 clusters Score -5532756 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -5532769.000000 Penalty: 5296.062988
	Iteration 29Q: 3 clusters Score -5532769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5532771.500000 Penalty: 5296.062988
	Iteration 30Q: 3 clusters Score -5532772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5532770.500000 Penalty: 5296.062988
	Iteration 31Q: 3 clusters Score -5532770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5532777.000000 Penalty: 5296.062988
	Iteration 32Q: 3 clusters Score -5532777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -5532791.500000 Penalty: 5296.062988
	Iteration 33Q: 3 clusters Score -5532792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5532790.500000 Penalty: 5296.062988
	Iteration 34Q: 3 clusters Score -5532790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5532803.000000 Penalty: 5296.062988
	Iteration 35Q: 3 clusters Score -5532803 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5532800.500000 Penalty: 5296.062988
	Iteration 36Q: 3 clusters Score -5532800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5532815.000000 Penalty: 5296.062988
	Iteration 37Q: 3 clusters Score -5532815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5532825.000000 Penalty: 5296.062988
	Iteration 38Q: 3 clusters Score -5532825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5532835.000000 Penalty: 5296.062988
	Iteration 39Q: 3 clusters Score -5532835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5532839.500000 Penalty: 5296.062988
	Iteration 40F: 3 clusters Score -5532840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5532834.000000 Penalty: 5296.062988
	Iteration 41Q: 3 clusters Score -5532834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5532846.000000 Penalty: 5296.062988
	Iteration 42Q: 3 clusters Score -5532846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5532842.500000 Penalty: 5296.062988
	Iteration 43Q: 3 clusters Score -5532842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5532846.500000 Penalty: 5296.062988
	Iteration 44Q: 3 clusters Score -5532846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5532850.500000 Penalty: 5296.062988
	Iteration 45Q: 3 clusters Score -5532850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5532848.000000 Penalty: 5296.062988
	Iteration 46Q: 3 clusters Score -5532848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5532848.000000 Penalty: 5296.062988
	Iteration 47F: 3 clusters Score -5532848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -31270.884766 Penalty: 1398.312012
	Iteration 0F: 2 clusters Score -31270.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29972.021484 Penalty: 2796.624023
	Iteration 0F: 3 clusters Score -29972.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30040.656250 Penalty: 2796.624023
	Iteration 1F: 3 clusters Score -30040.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30068.052734 Penalty: 2796.624023
	Iteration 2Q: 3 clusters Score -30068.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30089.679688 Penalty: 2796.624023
	Iteration 3Q: 3 clusters Score -30089.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30100.150391 Penalty: 2796.624023
	Iteration 4Q: 3 clusters Score -30100.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30100.150391 Penalty: 2796.624023
	Iteration 5F: 3 clusters Score -30100.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 96300 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30301 members 
Mstep: Class 5 contains 33125 members 
Mstep: Class 6 contains 36001 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172607 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277581 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178281 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294456.000000 Penalty: 71765.531250
Iteration 279Q: 22 clusters Score -1.192945e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 96299 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30300 members 
Mstep: Class 5 contains 33125 members 
Mstep: Class 6 contains 36001 members 
Mstep: Class 7 contains 25237 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172602 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277590 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 184 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178277 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43372 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294448.000000 Penalty: 71765.531250
Iteration 280F: 22 clusters Score -1.192944e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 96301 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30300 members 
Mstep: Class 5 contains 33124 members 
Mstep: Class 6 contains 36002 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172599 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277599 members 
Mstep: Class 13 contains 556 members 
Mstep: Class 14 contains 181 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178267 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43372 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294448.000000 Penalty: 71765.531250
Iteration 281Q: 22 clusters Score -1.192944e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 96296 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36004 members 
Mstep: Class 7 contains 25237 members 
Mstep: Class 8 contains 2904 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172601 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277606 members 
Mstep: Class 13 contains 558 members 
Mstep: Class 14 contains 180 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178262 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49991 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294536.000000 Penalty: 71765.531250
Iteration 282Q: 22 clusters Score -1.192945e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96291 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30304 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36003 members 
Mstep: Class 7 contains 25237 members 
Mstep: Class 8 contains 2904 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172602 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277612 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 179 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178258 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294464.000000 Penalty: 71765.531250
Iteration 283Q: 22 clusters Score -1.192945e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96285 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30304 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36003 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2904 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172602 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277618 members 
Mstep: Class 13 contains 558 members 
Mstep: Class 14 contains 178 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178258 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49993 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294472.000000 Penalty: 71765.531250
Iteration 284Q: 22 clusters Score -1.192945e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96284 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30301 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36003 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172603 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277621 members 
Mstep: Class 13 contains 558 members 
Mstep: Class 14 contains 177 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178258 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49993 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294480.000000 Penalty: 71765.531250
Iteration 285Q: 22 clusters Score -1.192945e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96281 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30301 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36003 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172601 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277633 members 
Mstep: Class 13 contains 558 members 
Mstep: Class 14 contains 177 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178252 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294496.000000 Penalty: 71765.531250
Iteration 286Q: 22 clusters Score -1.192945e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96278 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30301 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36004 members 
Mstep: Class 7 contains 25237 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172599 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277645 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178245 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294520.000000 Penalty: 71765.531250
Iteration 287Q: 22 clusters Score -1.192945e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96276 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30300 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36005 members 
Mstep: Class 7 contains 25237 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172596 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277651 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178244 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43372 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294576.000000 Penalty: 71765.531250
Iteration 288Q: 22 clusters Score -1.192946e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96269 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30301 members 
Mstep: Class 5 contains 33124 members 
Mstep: Class 6 contains 36006 members 
Mstep: Class 7 contains 25237 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172594 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277659 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178240 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43374 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294600.000000 Penalty: 71765.531250
Iteration 289Q: 22 clusters Score -1.192946e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96265 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33126 members 
Mstep: Class 6 contains 36006 members 
Mstep: Class 7 contains 25237 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172594 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277668 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178238 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49993 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294568.000000 Penalty: 71765.531250
Iteration 290Q: 22 clusters Score -1.192946e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96260 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30298 members 
Mstep: Class 5 contains 33125 members 
Mstep: Class 6 contains 36006 members 
Mstep: Class 7 contains 25237 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172593 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277683 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178233 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49993 members 
Mstep: Class 20 contains 43368 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294600.000000 Penalty: 71765.531250
Iteration 291Q: 22 clusters Score -1.192946e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96259 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30298 members 
Mstep: Class 5 contains 33125 members 
Mstep: Class 6 contains 36006 members 
Mstep: Class 7 contains 25237 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172590 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277683 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178237 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49993 members 
Mstep: Class 20 contains 43367 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294528.000000 Penalty: 71765.531250
Iteration 292Q: 22 clusters Score -1.192945e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96256 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30298 members 
Mstep: Class 5 contains 33125 members 
Mstep: Class 6 contains 36006 members 
Mstep: Class 7 contains 25237 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172589 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277688 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178238 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49993 members 
Mstep: Class 20 contains 43365 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294544.000000 Penalty: 71765.531250
Iteration 293Q: 22 clusters Score -1.192945e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96251 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30297 members 
Mstep: Class 5 contains 33124 members 
Mstep: Class 6 contains 36006 members 
Mstep: Class 7 contains 25237 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172590 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277694 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178239 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49993 members 
Mstep: Class 20 contains 43365 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294496.000000 Penalty: 71765.531250
Iteration 294Q: 22 clusters Score -1.192945e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96246 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30294 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36006 members 
Mstep: Class 7 contains 25237 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172589 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277701 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178242 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49993 members 
Mstep: Class 20 contains 43364 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294552.000000 Penalty: 71765.531250
Iteration 295Q: 22 clusters Score -1.192946e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96245 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30294 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36005 members 
Mstep: Class 7 contains 25237 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172589 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277704 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178241 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49993 members 
Mstep: Class 20 contains 43364 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294600.000000 Penalty: 71765.531250
Iteration 296Q: 22 clusters Score -1.192946e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96243 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30294 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36006 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172584 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277713 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178241 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49993 members 
Mstep: Class 20 contains 43362 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294576.000000 Penalty: 71765.531250
Iteration 297Q: 22 clusters Score -1.192946e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96242 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30294 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36008 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172582 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277714 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178243 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43361 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294608.000000 Penalty: 71765.531250
Iteration 298Q: 22 clusters Score -1.192946e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96236 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30294 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172582 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277717 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178246 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49992 members 
Mstep: Class 20 contains 43360 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294592.000000 Penalty: 71765.531250
Iteration 299Q: 22 clusters Score -1.192946e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30294 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172581 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277722 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178247 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49991 members 
Mstep: Class 20 contains 43359 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294632.000000 Penalty: 71765.531250
Iteration 300F: 22 clusters Score -1.192946e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96232 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30294 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172581 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277726 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178246 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49990 members 
Mstep: Class 20 contains 43358 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294600.000000 Penalty: 71765.531250
Iteration 301Q: 22 clusters Score -1.192946e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96232 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30294 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172579 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277730 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178245 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49989 members 
Mstep: Class 20 contains 43358 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294576.000000 Penalty: 71765.531250
Iteration 302Q: 22 clusters Score -1.192946e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96232 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30294 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172577 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277739 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178239 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49988 members 
Mstep: Class 20 contains 43358 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294600.000000 Penalty: 71765.531250
Iteration 303Q: 22 clusters Score -1.192946e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96231 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30294 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36008 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172575 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277746 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178238 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49986 members 
Mstep: Class 20 contains 43358 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294632.000000 Penalty: 71765.531250
Iteration 304Q: 22 clusters Score -1.192946e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96229 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30293 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25237 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172572 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277755 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178236 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49983 members 
Mstep: Class 20 contains 43358 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294608.000000 Penalty: 71765.531250
Iteration 305Q: 22 clusters Score -1.192946e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96225 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30293 members 
Mstep: Class 5 contains 33125 members 
Mstep: Class 6 contains 36008 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172566 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277762 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178239 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49981 members 
Mstep: Class 20 contains 43358 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294656.000000 Penalty: 71765.531250
Iteration 306Q: 22 clusters Score -1.192947e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96221 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30293 members 
Mstep: Class 5 contains 33125 members 
Mstep: Class 6 contains 36008 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172560 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277766 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178246 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49980 members 
Mstep: Class 20 contains 43358 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294664.000000 Penalty: 71765.531250
Iteration 307Q: 22 clusters Score -1.192947e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96218 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33124 members 
Mstep: Class 6 contains 36008 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172560 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277770 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178249 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49979 members 
Mstep: Class 20 contains 43357 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294696.000000 Penalty: 71765.531250
Iteration 308Q: 22 clusters Score -1.192947e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96215 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172558 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277774 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178250 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49979 members 
Mstep: Class 20 contains 43357 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294744.000000 Penalty: 71765.531250
Iteration 309Q: 22 clusters Score -1.192947e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96215 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172554 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277777 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178253 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49979 members 
Mstep: Class 20 contains 43356 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294728.000000 Penalty: 71765.531250
Iteration 310Q: 22 clusters Score -1.192947e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96214 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33122 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172553 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277779 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178253 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49979 members 
Mstep: Class 20 contains 43357 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294728.000000 Penalty: 71765.531250
Iteration 311Q: 22 clusters Score -1.192947e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96214 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33121 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172553 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277780 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178253 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49979 members 
Mstep: Class 20 contains 43357 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294744.000000 Penalty: 71765.531250
Iteration 312Q: 22 clusters Score -1.192947e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96211 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33121 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172552 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277783 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178254 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49979 members 
Mstep: Class 20 contains 43357 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294736.000000 Penalty: 71765.531250
Iteration 313Q: 22 clusters Score -1.192947e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96208 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33120 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172554 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277787 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178252 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49979 members 
Mstep: Class 20 contains 43357 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294720.000000 Penalty: 71765.531250
Iteration 314Q: 22 clusters Score -1.192947e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96203 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33119 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172557 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277788 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178252 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49980 members 
Mstep: Class 20 contains 43358 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294648.000000 Penalty: 71765.531250
Iteration 315Q: 22 clusters Score -1.192946e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96198 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172559 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277789 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178254 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49982 members 
Mstep: Class 20 contains 43357 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294672.000000 Penalty: 71765.531250
Iteration 316Q: 22 clusters Score -1.192947e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96192 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172560 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277793 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178256 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49982 members 
Mstep: Class 20 contains 43356 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294688.000000 Penalty: 71765.531250
Iteration 317Q: 22 clusters Score -1.192947e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96188 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172562 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277795 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178258 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49981 members 
Mstep: Class 20 contains 43355 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294656.000000 Penalty: 71765.531250
Iteration 318Q: 22 clusters Score -1.192947e+08 nChanged 7
Entering ConstructFrom: 
Score: -119294656.000000 Penalty: 71765.531250
Entering ConstructFrom: 
Trying to split cluster 1 (13591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Entering Unmasked Estep 
Score: -1622906.875000 Penalty: 2360.256592
	Iteration 0F: 2 clusters Score -1622907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1612926.625000 Penalty: 4720.513184
	Iteration 0F: 3 clusters Score -1612927 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1616148.250000 Penalty: 4720.513184
	Iteration 1F: 3 clusters Score -1616148 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1616780.750000 Penalty: 4720.513184
	Iteration 2F: 3 clusters Score -1616781 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1617803.000000 Penalty: 4720.513184
	Iteration 3F: 3 clusters Score -1617803 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1619059.750000 Penalty: 4720.513184
	Iteration 4F: 3 clusters Score -1619060 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1620148.875000 Penalty: 4720.513184
	Iteration 5F: 3 clusters Score -1620149 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1620863.375000 Penalty: 4720.513184
	Iteration 6F: 3 clusters Score -1620863 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1621213.500000 Penalty: 4720.513184
	Iteration 7Q: 3 clusters Score -1621214 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1621399.000000 Penalty: 4720.513184
	Iteration 8Q: 3 clusters Score -1621399 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1621472.125000 Penalty: 4720.513184
	Iteration 9Q: 3 clusters Score -1621472 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1621517.125000 Penalty: 4720.513184
	Iteration 10Q: 3 clusters Score -1621517 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1621554.000000 Penalty: 4720.513184
	Iteration 11Q: 3 clusters Score -1621554 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1621579.375000 Penalty: 4720.513184
	Iteration 12Q: 3 clusters Score -1621579 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1621605.250000 Penalty: 4720.513184
	Iteration 13Q: 3 clusters Score -1621605 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1621620.250000 Penalty: 4720.513184
	Iteration 14Q: 3 clusters Score -1621620 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1621641.125000 Penalty: 4720.513184
	Iteration 15Q: 3 clusters Score -1621641 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1621652.500000 Penalty: 4720.513184
	Iteration 16Q: 3 clusters Score -1621652 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1621673.625000 Penalty: 4720.513184
	Iteration 17Q: 3 clusters Score -1621674 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1621692.000000 Penalty: 4720.513184
	Iteration 18Q: 3 clusters Score -1621692 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1621707.875000 Penalty: 4720.513184
	Iteration 19Q: 3 clusters Score -1621708 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1621720.125000 Penalty: 4720.513184
	Iteration 20F: 3 clusters Score -1621720 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1621739.625000 Penalty: 4720.513184
	Iteration 21Q: 3 clusters Score -1621740 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1621753.250000 Penalty: 4720.513184
	Iteration 22Q: 3 clusters Score -1621753 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1621758.625000 Penalty: 4720.513184
	Iteration 23Q: 3 clusters Score -1621759 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1621768.375000 Penalty: 4720.513184
	Iteration 24Q: 3 clusters Score -1621768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1621777.375000 Penalty: 4720.513184
	Iteration 25Q: 3 clusters Score -1621777 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1621781.000000 Penalty: 4720.513184
	Iteration 26Q: 3 clusters Score -1621781 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1621795.750000 Penalty: 4720.513184
	Iteration 27Q: 3 clusters Score -1621796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1621797.625000 Penalty: 4720.513184
	Iteration 28Q: 3 clusters Score -1621798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1621802.250000 Penalty: 4720.513184
	Iteration 29Q: 3 clusters Score -1621802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1621809.250000 Penalty: 4720.513184
	Iteration 30Q: 3 clusters Score -1621809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1621811.125000 Penalty: 4720.513184
	Iteration 31Q: 3 clusters Score -1621811 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1621813.750000 Penalty: 4720.513184
	Iteration 32Q: 3 clusters Score -1621814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1621823.750000 Penalty: 4720.513184
	Iteration 33Q: 3 clusters Score -1621824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1621831.125000 Penalty: 4720.513184
	Iteration 34Q: 3 clusters Score -1621831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1621831.875000 Penalty: 4720.513184
	Iteration 35Q: 3 clusters Score -1621832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1621836.875000 Penalty: 4720.513184
	Iteration 36Q: 3 clusters Score -1621837 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1621843.500000 Penalty: 4720.513184
	Iteration 37Q: 3 clusters Score -1621844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1621844.875000 Penalty: 4720.513184
	Iteration 38Q: 3 clusters Score -1621845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1621850.375000 Penalty: 4720.513184
	Iteration 39Q: 3 clusters Score -1621850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1621852.375000 Penalty: 4720.513184
	Iteration 40F: 3 clusters Score -1621852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1621857.125000 Penalty: 4720.513184
	Iteration 41Q: 3 clusters Score -1621857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1621867.375000 Penalty: 4720.513184
	Iteration 42Q: 3 clusters Score -1621867 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1621873.750000 Penalty: 4720.513184
	Iteration 43Q: 3 clusters Score -1621874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1621880.750000 Penalty: 4720.513184
	Iteration 44Q: 3 clusters Score -1621881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1621876.750000 Penalty: 4720.513184
	Iteration 45Q: 3 clusters Score -1621877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1621883.000000 Penalty: 4720.513184
	Iteration 46Q: 3 clusters Score -1621883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1621886.125000 Penalty: 4720.513184
	Iteration 47Q: 3 clusters Score -1621886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1621888.125000 Penalty: 4720.513184
	Iteration 48Q: 3 clusters Score -1621888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1621891.625000 Penalty: 4720.513184
	Iteration 49Q: 3 clusters Score -1621892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1621892.125000 Penalty: 4720.513184
	Iteration 50Q: 3 clusters Score -1621892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1621894.000000 Penalty: 4720.513184
	Iteration 51Q: 3 clusters Score -1621894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1621890.875000 Penalty: 4720.513184
	Iteration 52Q: 3 clusters Score -1621891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1621894.750000 Penalty: 4720.513184
	Iteration 53Q: 3 clusters Score -1621895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1621896.625000 Penalty: 4720.513184
	Iteration 54Q: 3 clusters Score -1621897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1621896.750000 Penalty: 4720.513184
	Iteration 55Q: 3 clusters Score -1621897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1621900.500000 Penalty: 4720.513184
	Iteration 56Q: 3 clusters Score -1621900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1621897.875000 Penalty: 4720.513184
	Iteration 57Q: 3 clusters Score -1621898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1621902.000000 Penalty: 4720.513184
	Iteration 58Q: 3 clusters Score -1621902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1621903.375000 Penalty: 4720.513184
	Iteration 59Q: 3 clusters Score -1621903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1621902.125000 Penalty: 4720.513184
	Iteration 60F: 3 clusters Score -1621902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1621903.375000 Penalty: 4720.513184
	Iteration 61Q: 3 clusters Score -1621903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1621905.375000 Penalty: 4720.513184
	Iteration 62Q: 3 clusters Score -1621905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1621909.250000 Penalty: 4720.513184
	Iteration 63Q: 3 clusters Score -1621909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1621911.750000 Penalty: 4720.513184
	Iteration 64Q: 3 clusters Score -1621912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1621914.625000 Penalty: 4720.513184
	Iteration 65Q: 3 clusters Score -1621915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1621916.375000 Penalty: 4720.513184
	Iteration 66Q: 3 clusters Score -1621916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1621921.625000 Penalty: 4720.513184
	Iteration 67Q: 3 clusters Score -1621922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1621919.625000 Penalty: 4720.513184
	Iteration 68Q: 3 clusters Score -1621920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1621918.625000 Penalty: 4720.513184
	Iteration 69Q: 3 clusters Score -1621919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1621920.625000 Penalty: 4720.513184
	Iteration 70Q: 3 clusters Score -1621921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1621924.000000 Penalty: 4720.513184
	Iteration 71Q: 3 clusters Score -1621924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1621925.125000 Penalty: 4720.513184
	Iteration 72Q: 3 clusters Score -1621925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1621927.250000 Penalty: 4720.513184
	Iteration 73Q: 3 clusters Score -1621927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1621933.500000 Penalty: 4720.513184
	Iteration 74Q: 3 clusters Score -1621934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1621934.625000 Penalty: 4720.513184
	Iteration 75Q: 3 clusters Score -1621935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1621937.250000 Penalty: 4720.513184
	Iteration 76Q: 3 clusters Score -1621937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1621938.750000 Penalty: 4720.513184
	Iteration 77Q: 3 clusters Score -1621939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1621941.375000 Penalty: 4720.513184
	Iteration 78Q: 3 clusters Score -1621941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1621942.625000 Penalty: 4720.513184
	Iteration 79Q: 3 clusters Score -1621943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1621949.000000 Penalty: 4720.513184
	Iteration 80F: 3 clusters Score -1621949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1621948.000000 Penalty: 4720.513184
	Iteration 81Q: 3 clusters Score -1621948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1621951.000000 Penalty: 4720.513184
	Iteration 82Q: 3 clusters Score -1621951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1621950.500000 Penalty: 4720.513184
	Iteration 83Q: 3 clusters Score -1621950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1621954.750000 Penalty: 4720.513184
	Iteration 84Q: 3 clusters Score -1621955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1621954.250000 Penalty: 4720.513184
	Iteration 85Q: 3 clusters Score -1621954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1621954.750000 Penalty: 4720.513184
	Iteration 86Q: 3 clusters Score -1621955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1621951.750000 Penalty: 4720.513184
	Iteration 87Q: 3 clusters Score -1621952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1621955.875000 Penalty: 4720.513184
	Iteration 88Q: 3 clusters Score -1621956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1621953.125000 Penalty: 4720.513184
	Iteration 89Q: 3 clusters Score -1621953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1621960.875000 Penalty: 4720.513184
	Iteration 90Q: 3 clusters Score -1621961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1621962.875000 Penalty: 4720.513184
	Iteration 91Q: 3 clusters Score -1621963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1621961.250000 Penalty: 4720.513184
	Iteration 92Q: 3 clusters Score -1621961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1621961.250000 Penalty: 4720.513184
	Iteration 93F: 3 clusters Score -1621961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (96187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96187 members 
Entering Unmasked Estep 
Score: -12174658.000000 Penalty: 2845.564209
	Iteration 0F: 2 clusters Score -1.217466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -12110396.000000 Penalty: 5691.128418
	Iteration 0F: 3 clusters Score -1.21104e+07 nChanged 45454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -12136165.000000 Penalty: 5691.128418
	Iteration 1F: 3 clusters Score -1.213616e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -12137232.000000 Penalty: 5691.128418
	Iteration 2Q: 3 clusters Score -1.213723e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -12138458.000000 Penalty: 5691.128418
	Iteration 3Q: 3 clusters Score -1.213846e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -12140476.000000 Penalty: 5691.128418
	Iteration 4Q: 3 clusters Score -1.214048e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 61414 members 
Entering Unmasked Estep 
Score: -12143766.000000 Penalty: 5691.128418
	Iteration 5F: 3 clusters Score -1.214377e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 67132 members 
Entering Unmasked Estep 
Score: -12148875.000000 Penalty: 5691.128418
	Iteration 6F: 3 clusters Score -1.214888e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 73403 members 
Entering Unmasked Estep 
Score: -12155478.000000 Penalty: 5691.128418
	Iteration 7F: 3 clusters Score -1.215548e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 78746 members 
Entering Unmasked Estep 
Score: -12161646.000000 Penalty: 5691.128418
	Iteration 8F: 3 clusters Score -1.216165e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 82177 members 
Entering Unmasked Estep 
Score: -12165689.000000 Penalty: 5691.128418
	Iteration 9Q: 3 clusters Score -1.216569e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 84170 members 
Entering Unmasked Estep 
Score: -12167616.000000 Penalty: 5691.128418
	Iteration 10Q: 3 clusters Score -1.216762e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 85618 members 
Entering Unmasked Estep 
Score: -12168568.000000 Penalty: 5691.128418
	Iteration 11Q: 3 clusters Score -1.216857e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 86824 members 
Entering Unmasked Estep 
Score: -12169199.000000 Penalty: 5691.128418
	Iteration 12Q: 3 clusters Score -1.21692e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 87876 members 
Entering Unmasked Estep 
Score: -12169781.000000 Penalty: 5691.128418
	Iteration 13Q: 3 clusters Score -1.216978e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 88823 members 
Entering Unmasked Estep 
Score: -12170216.000000 Penalty: 5691.128418
	Iteration 14Q: 3 clusters Score -1.217022e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 89682 members 
Entering Unmasked Estep 
Score: -12170668.000000 Penalty: 5691.128418
	Iteration 15Q: 3 clusters Score -1.217067e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 90414 members 
Entering Unmasked Estep 
Score: -12171016.000000 Penalty: 5691.128418
	Iteration 16Q: 3 clusters Score -1.217102e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 91049 members 
Entering Unmasked Estep 
Score: -12171281.000000 Penalty: 5691.128418
	Iteration 17Q: 3 clusters Score -1.217128e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 91610 members 
Entering Unmasked Estep 
Score: -12171551.000000 Penalty: 5691.128418
	Iteration 18Q: 3 clusters Score -1.217155e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 92090 members 
Entering Unmasked Estep 
Score: -12171694.000000 Penalty: 5691.128418
	Iteration 19Q: 3 clusters Score -1.217169e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 92495 members 
Entering Unmasked Estep 
Score: -12171877.000000 Penalty: 5691.128418
	Iteration 20F: 3 clusters Score -1.217188e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 92830 members 
Entering Unmasked Estep 
Score: -12171993.000000 Penalty: 5691.128418
	Iteration 21Q: 3 clusters Score -1.217199e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 93116 members 
Entering Unmasked Estep 
Score: -12172139.000000 Penalty: 5691.128418
	Iteration 22Q: 3 clusters Score -1.217214e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 93376 members 
Entering Unmasked Estep 
Score: -12172246.000000 Penalty: 5691.128418
	Iteration 23Q: 3 clusters Score -1.217225e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 93586 members 
Entering Unmasked Estep 
Score: -12172351.000000 Penalty: 5691.128418
	Iteration 24Q: 3 clusters Score -1.217235e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 93748 members 
Entering Unmasked Estep 
Score: -12172444.000000 Penalty: 5691.128418
	Iteration 25Q: 3 clusters Score -1.217244e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 93875 members 
Entering Unmasked Estep 
Score: -12172508.000000 Penalty: 5691.128418
	Iteration 26Q: 3 clusters Score -1.217251e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 94002 members 
Entering Unmasked Estep 
Score: -12172552.000000 Penalty: 5691.128418
	Iteration 27Q: 3 clusters Score -1.217255e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 94109 members 
Entering Unmasked Estep 
Score: -12172630.000000 Penalty: 5691.128418
	Iteration 28Q: 3 clusters Score -1.217263e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 94202 members 
Entering Unmasked Estep 
Score: -12172706.000000 Penalty: 5691.128418
	Iteration 29Q: 3 clusters Score -1.217271e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 94264 members 
Entering Unmasked Estep 
Score: -12172765.000000 Penalty: 5691.128418
	Iteration 30Q: 3 clusters Score -1.217276e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 94316 members 
Entering Unmasked Estep 
Score: -12172789.000000 Penalty: 5691.128418
	Iteration 31Q: 3 clusters Score -1.217279e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 94363 members 
Entering Unmasked Estep 
Score: -12172804.000000 Penalty: 5691.128418
	Iteration 32Q: 3 clusters Score -1.21728e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 94390 members 
Entering Unmasked Estep 
Score: -12172807.000000 Penalty: 5691.128418
	Iteration 33Q: 3 clusters Score -1.217281e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 94414 members 
Entering Unmasked Estep 
Score: -12172817.000000 Penalty: 5691.128418
	Iteration 34Q: 3 clusters Score -1.217282e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 94429 members 
Entering Unmasked Estep 
Score: -12172832.000000 Penalty: 5691.128418
	Iteration 35Q: 3 clusters Score -1.217283e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 94448 members 
Entering Unmasked Estep 
Score: -12172863.000000 Penalty: 5691.128418
	Iteration 36Q: 3 clusters Score -1.217286e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 94459 members 
Entering Unmasked Estep 
Score: -12172891.000000 Penalty: 5691.128418
	Iteration 37Q: 3 clusters Score -1.217289e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 94462 members 
Entering Unmasked Estep 
Score: -12172900.000000 Penalty: 5691.128418
	Iteration 38Q: 3 clusters Score -1.21729e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 94460 members 
Entering Unmasked Estep 
Score: -12172915.000000 Penalty: 5691.128418
	Iteration 39Q: 3 clusters Score -1.217292e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 94464 members 
Entering Unmasked Estep 
Score: -12172937.000000 Penalty: 5691.128418
	Iteration 40F: 3 clusters Score -1.217294e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 94472 members 
Entering Unmasked Estep 
Score: -12172939.000000 Penalty: 5691.128418
	Iteration 41Q: 3 clusters Score -1.217294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 94473 members 
Entering Unmasked Estep 
Score: -12172960.000000 Penalty: 5691.128418
	Iteration 42Q: 3 clusters Score -1.217296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 94477 members 
Entering Unmasked Estep 
Score: -12172954.000000 Penalty: 5691.128418
	Iteration 43Q: 3 clusters Score -1.217295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 94479 members 
Entering Unmasked Estep 
Score: -12172966.000000 Penalty: 5691.128418
	Iteration 44Q: 3 clusters Score -1.217297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 94480 members 
Entering Unmasked Estep 
Score: -12172950.000000 Penalty: 5691.128418
	Iteration 45Q: 3 clusters Score -1.217295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 94477 members 
Entering Unmasked Estep 
Score: -12172952.000000 Penalty: 5691.128418
	Iteration 46Q: 3 clusters Score -1.217295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 94487 members 
Entering Unmasked Estep 
Score: -12172947.000000 Penalty: 5691.128418
	Iteration 47Q: 3 clusters Score -1.217295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 94491 members 
Entering Unmasked Estep 
Score: -12172939.000000 Penalty: 5691.128418
	Iteration 48Q: 3 clusters Score -1.217294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 94502 members 
Entering Unmasked Estep 
Score: -12172943.000000 Penalty: 5691.128418
	Iteration 49Q: 3 clusters Score -1.217294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 94513 members 
Entering Unmasked Estep 
Score: -12172963.000000 Penalty: 5691.128418
	Iteration 50Q: 3 clusters Score -1.217296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 94522 members 
Entering Unmasked Estep 
Score: -12172967.000000 Penalty: 5691.128418
	Iteration 51Q: 3 clusters Score -1.217297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 94531 members 
Entering Unmasked Estep 
Score: -12172955.000000 Penalty: 5691.128418
	Iteration 52Q: 3 clusters Score -1.217296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 94534 members 
Entering Unmasked Estep 
Score: -12172972.000000 Penalty: 5691.128418
	Iteration 53Q: 3 clusters Score -1.217297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 94537 members 
Entering Unmasked Estep 
Score: -12172971.000000 Penalty: 5691.128418
	Iteration 54Q: 3 clusters Score -1.217297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 94538 members 
Entering Unmasked Estep 
Score: -12172967.000000 Penalty: 5691.128418
	Iteration 55Q: 3 clusters Score -1.217297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 94536 members 
Entering Unmasked Estep 
Score: -12172963.000000 Penalty: 5691.128418
	Iteration 56Q: 3 clusters Score -1.217296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 94534 members 
Entering Unmasked Estep 
Score: -12172964.000000 Penalty: 5691.128418
	Iteration 57Q: 3 clusters Score -1.217296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 94536 members 
Entering Unmasked Estep 
Score: -12172955.000000 Penalty: 5691.128418
	Iteration 58Q: 3 clusters Score -1.217296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 94539 members 
Entering Unmasked Estep 
Score: -12172961.000000 Penalty: 5691.128418
	Iteration 59Q: 3 clusters Score -1.217296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 94542 members 
Entering Unmasked Estep 
Score: -12172955.000000 Penalty: 5691.128418
	Iteration 60F: 3 clusters Score -1.217296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 94545 members 
Entering Unmasked Estep 
Score: -12172956.000000 Penalty: 5691.128418
	Iteration 61Q: 3 clusters Score -1.217296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 94547 members 
Entering Unmasked Estep 
Score: -12172952.000000 Penalty: 5691.128418
	Iteration 62Q: 3 clusters Score -1.217295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 94550 members 
Entering Unmasked Estep 
Score: -12172959.000000 Penalty: 5691.128418
	Iteration 63Q: 3 clusters Score -1.217296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 94557 members 
Entering Unmasked Estep 
Score: -12172964.000000 Penalty: 5691.128418
	Iteration 64Q: 3 clusters Score -1.217296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 94568 members 
Entering Unmasked Estep 
Score: -12172970.000000 Penalty: 5691.128418
	Iteration 65Q: 3 clusters Score -1.217297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 94572 members 
Entering Unmasked Estep 
Score: -12172970.000000 Penalty: 5691.128418
	Iteration 66Q: 3 clusters Score -1.217297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 94577 members 
Entering Unmasked Estep 
Score: -12172970.000000 Penalty: 5691.128418
	Iteration 67Q: 3 clusters Score -1.217297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 94581 members 
Entering Unmasked Estep 
Score: -12172962.000000 Penalty: 5691.128418
	Iteration 68Q: 3 clusters Score -1.217296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 94583 members 
Entering Unmasked Estep 
Score: -12172962.000000 Penalty: 5691.128418
	Iteration 69Q: 3 clusters Score -1.217296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 94583 members 
Entering Unmasked Estep 
Score: -12172962.000000 Penalty: 5691.128418
	Iteration 70F: 3 clusters Score -1.217296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -255761.546875 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -255761.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -253029.843750 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -253029.8 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -253565.000000 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -253565 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -253759.531250 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -253759.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -253927.578125 Penalty: 3803.606201
	Iteration 3F: 3 clusters Score -253927.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -254112.250000 Penalty: 3803.606201
	Iteration 4F: 3 clusters Score -254112.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -254289.031250 Penalty: 3803.606201
	Iteration 5Q: 3 clusters Score -254289 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -254531.703125 Penalty: 3803.606201
	Iteration 6F: 3 clusters Score -254531.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -254920.078125 Penalty: 3803.606201
	Iteration 7F: 3 clusters Score -254920.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -255393.140625 Penalty: 3803.606201
	Iteration 8F: 3 clusters Score -255393.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -255896.718750 Penalty: 3803.606201
	Iteration 9F: 3 clusters Score -255896.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -256279.843750 Penalty: 3803.606201
	Iteration 10Q: 3 clusters Score -256279.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -256370.484375 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -256370.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -256384.765625 Penalty: 3803.606201
	Iteration 12Q: 3 clusters Score -256384.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -256390.453125 Penalty: 3803.606201
	Iteration 13Q: 3 clusters Score -256390.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -256392.171875 Penalty: 3803.606201
	Iteration 14Q: 3 clusters Score -256392.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -256394.468750 Penalty: 3803.606201
	Iteration 15Q: 3 clusters Score -256394.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -256395.078125 Penalty: 3803.606201
	Iteration 16Q: 3 clusters Score -256395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -256395.921875 Penalty: 3803.606201
	Iteration 17Q: 3 clusters Score -256395.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -256395.921875 Penalty: 3803.606201
	Iteration 18F: 3 clusters Score -256395.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96187 members 
Mstep: Class 3 contains 1044 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 36010 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172565 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277795 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178257 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49980 members 
Mstep: Class 20 contains 43354 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 1096 members 
Entering Unmasked Estep 
Score: -119293800.000000 Penalty: 75182.937500
Splitting cluster 3 changes total score from -119294656.000000 to -119293800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (30292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Entering Unmasked Estep 
Score: -3865205.500000 Penalty: 2559.022461
	Iteration 0F: 2 clusters Score -3865206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -3844335.250000 Penalty: 5118.044922
	Iteration 0F: 3 clusters Score -3844335 nChanged 13662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3851661.000000 Penalty: 5118.044922
	Iteration 1F: 3 clusters Score -3851661 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3852126.750000 Penalty: 5118.044922
	Iteration 2Q: 3 clusters Score -3852127 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3852531.500000 Penalty: 5118.044922
	Iteration 3Q: 3 clusters Score -3852532 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -3852930.250000 Penalty: 5118.044922
	Iteration 4Q: 3 clusters Score -3852930 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -3853355.250000 Penalty: 5118.044922
	Iteration 5Q: 3 clusters Score -3853355 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -3853920.500000 Penalty: 5118.044922
	Iteration 6Q: 3 clusters Score -3853920 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -3854773.500000 Penalty: 5118.044922
	Iteration 7F: 3 clusters Score -3854774 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -3856051.500000 Penalty: 5118.044922
	Iteration 8F: 3 clusters Score -3856052 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -3857815.750000 Penalty: 5118.044922
	Iteration 9F: 3 clusters Score -3857816 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -3859774.250000 Penalty: 5118.044922
	Iteration 10F: 3 clusters Score -3859774 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -3861334.250000 Penalty: 5118.044922
	Iteration 11F: 3 clusters Score -3861334 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -3862292.250000 Penalty: 5118.044922
	Iteration 12Q: 3 clusters Score -3862292 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -3862736.000000 Penalty: 5118.044922
	Iteration 13Q: 3 clusters Score -3862736 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -3862939.750000 Penalty: 5118.044922
	Iteration 14Q: 3 clusters Score -3862940 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -3863059.500000 Penalty: 5118.044922
	Iteration 15Q: 3 clusters Score -3863060 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -3863116.750000 Penalty: 5118.044922
	Iteration 16Q: 3 clusters Score -3863117 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -3863159.000000 Penalty: 5118.044922
	Iteration 17Q: 3 clusters Score -3863159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -3863190.750000 Penalty: 5118.044922
	Iteration 18Q: 3 clusters Score -3863191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -3863206.750000 Penalty: 5118.044922
	Iteration 19Q: 3 clusters Score -3863207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -3863213.750000 Penalty: 5118.044922
	Iteration 20F: 3 clusters Score -3863214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -3863221.250000 Penalty: 5118.044922
	Iteration 21Q: 3 clusters Score -3863221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -3863231.750000 Penalty: 5118.044922
	Iteration 22Q: 3 clusters Score -3863232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -3863252.000000 Penalty: 5118.044922
	Iteration 23Q: 3 clusters Score -3863252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -3863265.750000 Penalty: 5118.044922
	Iteration 24Q: 3 clusters Score -3863266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -3863271.500000 Penalty: 5118.044922
	Iteration 25Q: 3 clusters Score -3863272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -3863287.500000 Penalty: 5118.044922
	Iteration 26Q: 3 clusters Score -3863288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -3863297.250000 Penalty: 5118.044922
	Iteration 27Q: 3 clusters Score -3863297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -3863305.750000 Penalty: 5118.044922
	Iteration 28Q: 3 clusters Score -3863306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -3863316.750000 Penalty: 5118.044922
	Iteration 29Q: 3 clusters Score -3863317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -3863323.250000 Penalty: 5118.044922
	Iteration 30Q: 3 clusters Score -3863323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -3863323.500000 Penalty: 5118.044922
	Iteration 31Q: 3 clusters Score -3863324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -3863324.000000 Penalty: 5118.044922
	Iteration 32Q: 3 clusters Score -3863324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -3863324.000000 Penalty: 5118.044922
	Iteration 33F: 3 clusters Score -3863324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Entering Unmasked Estep 
Score: -4224710.500000 Penalty: 2581.142334
	Iteration 0F: 2 clusters Score -4224710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -4202111.000000 Penalty: 5162.284668
	Iteration 0F: 3 clusters Score -4202111 nChanged 15017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -4210186.000000 Penalty: 5162.284668
	Iteration 1F: 3 clusters Score -4210186 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -4210621.000000 Penalty: 5162.284668
	Iteration 2Q: 3 clusters Score -4210621 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -4210978.500000 Penalty: 5162.284668
	Iteration 3Q: 3 clusters Score -4210978 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -4211299.000000 Penalty: 5162.284668
	Iteration 4Q: 3 clusters Score -4211299 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -4211658.000000 Penalty: 5162.284668
	Iteration 5Q: 3 clusters Score -4211658 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -4212078.500000 Penalty: 5162.284668
	Iteration 6Q: 3 clusters Score -4212078 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -4212481.500000 Penalty: 5162.284668
	Iteration 7Q: 3 clusters Score -4212482 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -4212981.000000 Penalty: 5162.284668
	Iteration 8Q: 3 clusters Score -4212981 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -4213530.500000 Penalty: 5162.284668
	Iteration 9Q: 3 clusters Score -4213530 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -4214307.000000 Penalty: 5162.284668
	Iteration 10Q: 3 clusters Score -4214307 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -4215353.500000 Penalty: 5162.284668
	Iteration 11F: 3 clusters Score -4215354 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -4216812.000000 Penalty: 5162.284668
	Iteration 12F: 3 clusters Score -4216812 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -4218512.000000 Penalty: 5162.284668
	Iteration 13F: 3 clusters Score -4218512 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -4219712.500000 Penalty: 5162.284668
	Iteration 14F: 3 clusters Score -4219712 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -4220195.500000 Penalty: 5162.284668
	Iteration 15Q: 3 clusters Score -4220196 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -4220423.000000 Penalty: 5162.284668
	Iteration 16Q: 3 clusters Score -4220423 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -4220575.000000 Penalty: 5162.284668
	Iteration 17Q: 3 clusters Score -4220575 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -4220678.500000 Penalty: 5162.284668
	Iteration 18Q: 3 clusters Score -4220678 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -4220771.500000 Penalty: 5162.284668
	Iteration 19Q: 3 clusters Score -4220772 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -4220854.500000 Penalty: 5162.284668
	Iteration 20F: 3 clusters Score -4220854 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -4220930.500000 Penalty: 5162.284668
	Iteration 21Q: 3 clusters Score -4220930 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -4220988.500000 Penalty: 5162.284668
	Iteration 22Q: 3 clusters Score -4220988 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -4221044.000000 Penalty: 5162.284668
	Iteration 23Q: 3 clusters Score -4221044 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -4221101.000000 Penalty: 5162.284668
	Iteration 24Q: 3 clusters Score -4221101 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -4221137.500000 Penalty: 5162.284668
	Iteration 25Q: 3 clusters Score -4221138 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -4221188.500000 Penalty: 5162.284668
	Iteration 26Q: 3 clusters Score -4221188 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -4221243.500000 Penalty: 5162.284668
	Iteration 27Q: 3 clusters Score -4221244 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -4221287.000000 Penalty: 5162.284668
	Iteration 28Q: 3 clusters Score -4221287 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -4221318.000000 Penalty: 5162.284668
	Iteration 29Q: 3 clusters Score -4221318 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -4221376.500000 Penalty: 5162.284668
	Iteration 30Q: 3 clusters Score -4221376 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -4221438.000000 Penalty: 5162.284668
	Iteration 31Q: 3 clusters Score -4221438 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -4221479.000000 Penalty: 5162.284668
	Iteration 32Q: 3 clusters Score -4221479 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -4221524.000000 Penalty: 5162.284668
	Iteration 33Q: 3 clusters Score -4221524 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -4221570.500000 Penalty: 5162.284668
	Iteration 34Q: 3 clusters Score -4221570 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -4221616.500000 Penalty: 5162.284668
	Iteration 35Q: 3 clusters Score -4221616 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -4221656.500000 Penalty: 5162.284668
	Iteration 36Q: 3 clusters Score -4221656 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -4221687.500000 Penalty: 5162.284668
	Iteration 37Q: 3 clusters Score -4221688 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -4221760.000000 Penalty: 5162.284668
	Iteration 38Q: 3 clusters Score -4221760 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -4221825.000000 Penalty: 5162.284668
	Iteration 39Q: 3 clusters Score -4221825 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -4221899.000000 Penalty: 5162.284668
	Iteration 40F: 3 clusters Score -4221899 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -4221952.500000 Penalty: 5162.284668
	Iteration 41Q: 3 clusters Score -4221952 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -4222003.000000 Penalty: 5162.284668
	Iteration 42Q: 3 clusters Score -4222003 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -4222050.500000 Penalty: 5162.284668
	Iteration 43Q: 3 clusters Score -4222050 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4222094 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -4222143.500000 Penalty: 5162.284668
	Iteration 45Q: 3 clusters Score -4222144 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -4222166.500000 Penalty: 5162.284668
	Iteration 46Q: 3 clusters Score -4222166 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -4222197.000000 Penalty: 5162.284668
	Iteration 47Q: 3 clusters Score -4222197 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -4222236.500000 Penalty: 5162.284668
	Iteration 48Q: 3 clusters Score -4222236 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -4222277.500000 Penalty: 5162.284668
	Iteration 49Q: 3 clusters Score -4222278 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -4222302.500000 Penalty: 5162.284668
	Iteration 50Q: 3 clusters Score -4222302 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -4222316.500000 Penalty: 5162.284668
	Iteration 51Q: 3 clusters Score -4222316 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -4222355.000000 Penalty: 5162.284668
	Iteration 52Q: 3 clusters Score -4222355 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -4222358.500000 Penalty: 5162.284668
	Iteration 53Q: 3 clusters Score -4222358 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -4222391.500000 Penalty: 5162.284668
	Iteration 54Q: 3 clusters Score -4222392 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -4222404.000000 Penalty: 5162.284668
	Iteration 55Q: 3 clusters Score -4222404 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -4222422.500000 Penalty: 5162.284668
	Iteration 56Q: 3 clusters Score -4222422 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -4222444.500000 Penalty: 5162.284668
	Iteration 57Q: 3 clusters Score -4222444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -4222457.500000 Penalty: 5162.284668
	Iteration 58Q: 3 clusters Score -4222458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -4222459.500000 Penalty: 5162.284668
	Iteration 59Q: 3 clusters Score -4222460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -4222467.500000 Penalty: 5162.284668
	Iteration 60F: 3 clusters Score -4222468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -4222477.000000 Penalty: 5162.284668
	Iteration 61Q: 3 clusters Score -4222477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -4222482.000000 Penalty: 5162.284668
	Iteration 62Q: 3 clusters Score -4222482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4222486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -4222497.500000 Penalty: 5162.284668
	Iteration 64Q: 3 clusters Score -4222498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4222504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -4222506.500000 Penalty: 5162.284668
	Iteration 66Q: 3 clusters Score -4222506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -4222508.000000 Penalty: 5162.284668
	Iteration 67Q: 3 clusters Score -4222508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -4222510.000000 Penalty: 5162.284668
	Iteration 68Q: 3 clusters Score -4222510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -4222513.500000 Penalty: 5162.284668
	Iteration 69Q: 3 clusters Score -4222514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -4222518.500000 Penalty: 5162.284668
	Iteration 70Q: 3 clusters Score -4222518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -4222532.500000 Penalty: 5162.284668
	Iteration 71Q: 3 clusters Score -4222532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -4222538.000000 Penalty: 5162.284668
	Iteration 72Q: 3 clusters Score -4222538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -4222546.500000 Penalty: 5162.284668
	Iteration 73Q: 3 clusters Score -4222546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -4222550.500000 Penalty: 5162.284668
	Iteration 74Q: 3 clusters Score -4222550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -4222566.500000 Penalty: 5162.284668
	Iteration 75Q: 3 clusters Score -4222566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -4222580.000000 Penalty: 5162.284668
	Iteration 76Q: 3 clusters Score -4222580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -4222587.500000 Penalty: 5162.284668
	Iteration 77Q: 3 clusters Score -4222588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -4222586.000000 Penalty: 5162.284668
	Iteration 78Q: 3 clusters Score -4222586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -4222598.000000 Penalty: 5162.284668
	Iteration 79Q: 3 clusters Score -4222598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -4222592.500000 Penalty: 5162.284668
	Iteration 80F: 3 clusters Score -4222592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -4222601.500000 Penalty: 5162.284668
	Iteration 81Q: 3 clusters Score -4222602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -4222617.500000 Penalty: 5162.284668
	Iteration 82Q: 3 clusters Score -4222618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -4222612.000000 Penalty: 5162.284668
	Iteration 83Q: 3 clusters Score -4222612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -4222624.000000 Penalty: 5162.284668
	Iteration 84Q: 3 clusters Score -4222624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -4222634.500000 Penalty: 5162.284668
	Iteration 85Q: 3 clusters Score -4222634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -4222636.000000 Penalty: 5162.284668
	Iteration 86Q: 3 clusters Score -4222636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -4222641.500000 Penalty: 5162.284668
	Iteration 87Q: 3 clusters Score -4222642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -4222638.500000 Penalty: 5162.284668
	Iteration 88Q: 3 clusters Score -4222638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -4222638.000000 Penalty: 5162.284668
	Iteration 89Q: 3 clusters Score -4222638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -4222643.000000 Penalty: 5162.284668
	Iteration 90Q: 3 clusters Score -4222643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -4222643.500000 Penalty: 5162.284668
	Iteration 91Q: 3 clusters Score -4222644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -4222654.000000 Penalty: 5162.284668
	Iteration 92Q: 3 clusters Score -4222654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -4222659.500000 Penalty: 5162.284668
	Iteration 93Q: 3 clusters Score -4222660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -4222656.500000 Penalty: 5162.284668
	Iteration 94Q: 3 clusters Score -4222656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -4222659.500000 Penalty: 5162.284668
	Iteration 95Q: 3 clusters Score -4222660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -4222666.000000 Penalty: 5162.284668
	Iteration 96Q: 3 clusters Score -4222666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -4222662.500000 Penalty: 5162.284668
	Iteration 97Q: 3 clusters Score -4222662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -4222659.000000 Penalty: 5162.284668
	Iteration 98Q: 3 clusters Score -4222659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -4222657.500000 Penalty: 5162.284668
	Iteration 99Q: 3 clusters Score -4222658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -4222664.000000 Penalty: 5162.284668
	Iteration 100F: 3 clusters Score -4222664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -4222662.000000 Penalty: 5162.284668
	Iteration 101Q: 3 clusters Score -4222662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -4222668.500000 Penalty: 5162.284668
	Iteration 102Q: 3 clusters Score -4222668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -4222679.000000 Penalty: 5162.284668
	Iteration 103Q: 3 clusters Score -4222679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -4222674.500000 Penalty: 5162.284668
	Iteration 104Q: 3 clusters Score -4222674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -4222681.500000 Penalty: 5162.284668
	Iteration 105Q: 3 clusters Score -4222682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -4222680.500000 Penalty: 5162.284668
	Iteration 106Q: 3 clusters Score -4222680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -4222682.000000 Penalty: 5162.284668
	Iteration 107Q: 3 clusters Score -4222682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -4222683.500000 Penalty: 5162.284668
	Iteration 108Q: 3 clusters Score -4222684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -4222683.500000 Penalty: 5162.284668
	Iteration 109Q: 3 clusters Score -4222684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -4222686.500000 Penalty: 5162.284668
	Iteration 110Q: 3 clusters Score -4222686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -4222688.000000 Penalty: 5162.284668
	Iteration 111Q: 3 clusters Score -4222688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -4222681.000000 Penalty: 5162.284668
	Iteration 112Q: 3 clusters Score -4222681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -4222686.000000 Penalty: 5162.284668
	Iteration 113Q: 3 clusters Score -4222686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -4222685.500000 Penalty: 5162.284668
	Iteration 114Q: 3 clusters Score -4222686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -4222687.500000 Penalty: 5162.284668
	Iteration 115Q: 3 clusters Score -4222688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -4222689.000000 Penalty: 5162.284668
	Iteration 116Q: 3 clusters Score -4222689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -4222689.500000 Penalty: 5162.284668
	Iteration 117Q: 3 clusters Score -4222690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -4222692.000000 Penalty: 5162.284668
	Iteration 118Q: 3 clusters Score -4222692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -4222694.500000 Penalty: 5162.284668
	Iteration 119Q: 3 clusters Score -4222694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -4222698.500000 Penalty: 5162.284668
	Iteration 120F: 3 clusters Score -4222698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36010 members 
Entering Unmasked Estep 
Score: -4594269.500000 Penalty: 2601.905029
	Iteration 0F: 2 clusters Score -4594270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -4569850.000000 Penalty: 5203.810059
	Iteration 0F: 3 clusters Score -4569850 nChanged 16397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -4578686.500000 Penalty: 5203.810059
	Iteration 1F: 3 clusters Score -4578686 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -4579162.500000 Penalty: 5203.810059
	Iteration 2Q: 3 clusters Score -4579162 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -4579664.000000 Penalty: 5203.810059
	Iteration 3Q: 3 clusters Score -4579664 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -4580202.500000 Penalty: 5203.810059
	Iteration 4Q: 3 clusters Score -4580202 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -4580861.500000 Penalty: 5203.810059
	Iteration 5Q: 3 clusters Score -4580862 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -4581777.500000 Penalty: 5203.810059
	Iteration 6Q: 3 clusters Score -4581778 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -4582919.500000 Penalty: 5203.810059
	Iteration 7F: 3 clusters Score -4582920 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -4584409.000000 Penalty: 5203.810059
	Iteration 8F: 3 clusters Score -4584409 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -4586092.500000 Penalty: 5203.810059
	Iteration 9F: 3 clusters Score -4586092 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -4587659.000000 Penalty: 5203.810059
	Iteration 10F: 3 clusters Score -4587659 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -4588969.000000 Penalty: 5203.810059
	Iteration 11Q: 3 clusters Score -4588969 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -4589879.000000 Penalty: 5203.810059
	Iteration 12Q: 3 clusters Score -4589879 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -4590513.500000 Penalty: 5203.810059
	Iteration 13Q: 3 clusters Score -4590514 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -4591005.500000 Penalty: 5203.810059
	Iteration 14Q: 3 clusters Score -4591006 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -4591268.000000 Penalty: 5203.810059
	Iteration 15Q: 3 clusters Score -4591268 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -4591496.000000 Penalty: 5203.810059
	Iteration 16Q: 3 clusters Score -4591496 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -4591621.500000 Penalty: 5203.810059
	Iteration 17Q: 3 clusters Score -4591622 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -4591732.000000 Penalty: 5203.810059
	Iteration 18Q: 3 clusters Score -4591732 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -4591811.500000 Penalty: 5203.810059
	Iteration 19Q: 3 clusters Score -4591812 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -4591883.000000 Penalty: 5203.810059
	Iteration 20F: 3 clusters Score -4591883 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -4591913.500000 Penalty: 5203.810059
	Iteration 21Q: 3 clusters Score -4591914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -4591933.500000 Penalty: 5203.810059
	Iteration 22Q: 3 clusters Score -4591934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -4591956.000000 Penalty: 5203.810059
	Iteration 23Q: 3 clusters Score -4591956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -4591978.000000 Penalty: 5203.810059
	Iteration 24Q: 3 clusters Score -4591978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -4592004.000000 Penalty: 5203.810059
	Iteration 25Q: 3 clusters Score -4592004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -4592016.000000 Penalty: 5203.810059
	Iteration 26Q: 3 clusters Score -4592016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -4592025.500000 Penalty: 5203.810059
	Iteration 27Q: 3 clusters Score -4592026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -4592038.500000 Penalty: 5203.810059
	Iteration 28Q: 3 clusters Score -4592038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -4592049.000000 Penalty: 5203.810059
	Iteration 29Q: 3 clusters Score -4592049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -4592058.000000 Penalty: 5203.810059
	Iteration 30Q: 3 clusters Score -4592058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -4592061.500000 Penalty: 5203.810059
	Iteration 31Q: 3 clusters Score -4592062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -4592060.000000 Penalty: 5203.810059
	Iteration 32Q: 3 clusters Score -4592060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -4592064.000000 Penalty: 5203.810059
	Iteration 33Q: 3 clusters Score -4592064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -4592070.000000 Penalty: 5203.810059
	Iteration 34Q: 3 clusters Score -4592070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -4592070.500000 Penalty: 5203.810059
	Iteration 35Q: 3 clusters Score -4592070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -4592070.500000 Penalty: 5203.810059
	Iteration 36F: 3 clusters Score -4592070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Entering Unmasked Estep 
Score: -3055965.750000 Penalty: 2513.754395
	Iteration 0F: 2 clusters Score -3055966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -3038475.500000 Penalty: 5027.508789
	Iteration 0F: 3 clusters Score -3038476 nChanged 11290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -3044706.000000 Penalty: 5027.508789
	Iteration 1F: 3 clusters Score -3044706 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -3045216.000000 Penalty: 5027.508789
	Iteration 2F: 3 clusters Score -3045216 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -3045866.250000 Penalty: 5027.508789
	Iteration 3F: 3 clusters Score -3045866 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -3046898.500000 Penalty: 5027.508789
	Iteration 4F: 3 clusters Score -3046898 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -3048387.000000 Penalty: 5027.508789
	Iteration 5F: 3 clusters Score -3048387 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -3050291.500000 Penalty: 5027.508789
	Iteration 6F: 3 clusters Score -3050292 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -3052171.000000 Penalty: 5027.508789
	Iteration 7F: 3 clusters Score -3052171 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3053517.500000 Penalty: 5027.508789
	Iteration 8F: 3 clusters Score -3053518 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3054270.250000 Penalty: 5027.508789
	Iteration 9Q: 3 clusters Score -3054270 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3054627.750000 Penalty: 5027.508789
	Iteration 10Q: 3 clusters Score -3054628 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3054787.500000 Penalty: 5027.508789
	Iteration 11Q: 3 clusters Score -3054788 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3054837.500000 Penalty: 5027.508789
	Iteration 12Q: 3 clusters Score -3054838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3054866.000000 Penalty: 5027.508789
	Iteration 13Q: 3 clusters Score -3054866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3054874.000000 Penalty: 5027.508789
	Iteration 14Q: 3 clusters Score -3054874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3054881.250000 Penalty: 5027.508789
	Iteration 15Q: 3 clusters Score -3054881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3054889.500000 Penalty: 5027.508789
	Iteration 16Q: 3 clusters Score -3054890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3054894.750000 Penalty: 5027.508789
	Iteration 17Q: 3 clusters Score -3054895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3054897.750000 Penalty: 5027.508789
	Iteration 18Q: 3 clusters Score -3054898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3054897.000000 Penalty: 5027.508789
	Iteration 19Q: 3 clusters Score -3054897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3054897.000000 Penalty: 5027.508789
	Iteration 20F: 3 clusters Score -3054897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -349504.375000 Penalty: 1977.598877
	Iteration 0F: 2 clusters Score -349504.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -346359.000000 Penalty: 3955.197754
	Iteration 0F: 3 clusters Score -346359 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -347061.156250 Penalty: 3955.197754
	Iteration 1F: 3 clusters Score -347061.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -347221.750000 Penalty: 3955.197754
	Iteration 2F: 3 clusters Score -347221.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -347318.281250 Penalty: 3955.197754
	Iteration 3Q: 3 clusters Score -347318.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -347415.843750 Penalty: 3955.197754
	Iteration 4Q: 3 clusters Score -347415.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -347499.468750 Penalty: 3955.197754
	Iteration 5Q: 3 clusters Score -347499.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -347625.468750 Penalty: 3955.197754
	Iteration 6Q: 3 clusters Score -347625.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -347782.718750 Penalty: 3955.197754
	Iteration 7Q: 3 clusters Score -347782.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -347998.625000 Penalty: 3955.197754
	Iteration 8Q: 3 clusters Score -347998.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -348347.312500 Penalty: 3955.197754
	Iteration 9F: 3 clusters Score -348347.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -348864.656250 Penalty: 3955.197754
	Iteration 10F: 3 clusters Score -348864.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -349437.593750 Penalty: 3955.197754
	Iteration 11F: 3 clusters Score -349437.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -349903.812500 Penalty: 3955.197754
	Iteration 12F: 3 clusters Score -349903.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -350145.843750 Penalty: 3955.197754
	Iteration 13Q: 3 clusters Score -350145.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -350176.531250 Penalty: 3955.197754
	Iteration 14Q: 3 clusters Score -350176.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -350183.437500 Penalty: 3955.197754
	Iteration 15Q: 3 clusters Score -350183.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -350186.531250 Penalty: 3955.197754
	Iteration 16Q: 3 clusters Score -350186.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -350187.500000 Penalty: 3955.197754
	Iteration 17Q: 3 clusters Score -350187.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -350187.500000 Penalty: 3955.197754
	Iteration 18F: 3 clusters Score -350187.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96187 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 36010 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 1570 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172565 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277795 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178257 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49980 members 
Mstep: Class 20 contains 43354 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 1335 members 
Entering Unmasked Estep 
Score: -119293912.000000 Penalty: 75182.937500
Splitting cluster 8 changes total score from -119294656.000000 to -119293912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -36908.902344 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -36908.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35655.753906 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -35655.75 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -36169.433594 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -36169.43 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -36582.648438 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -36582.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36827.175781 Penalty: 2986.427490
	Iteration 3F: 3 clusters Score -36827.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -37126.535156 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -37126.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37153.222656 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -37153.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -37166.257812 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -37166.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -37179.160156 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -37179.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -37251.312500 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -37251.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37270.019531 Penalty: 2986.427490
	Iteration 9Q: 3 clusters Score -37270.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37277.550781 Penalty: 2986.427490
	Iteration 10Q: 3 clusters Score -37277.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37277.550781 Penalty: 2986.427490
	Iteration 11F: 3 clusters Score -37277.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96187 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 36010 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 123 members 
Mstep: Class 10 contains 172565 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277795 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178257 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49980 members 
Mstep: Class 20 contains 43354 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 289 members 
Entering Unmasked Estep 
Score: -119293080.000000 Penalty: 75182.937500
Splitting cluster 9 changes total score from -119294656.000000 to -119293080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (172565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172565 members 
Entering Unmasked Estep 
Score: -21813942.000000 Penalty: 2990.515137
	Iteration 0F: 2 clusters Score -2.181394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86362 members 
Mstep: Class 2 contains 86203 members 
Entering Unmasked Estep 
Score: -21698582.000000 Penalty: 5981.030273
	Iteration 0F: 3 clusters Score -2.169858e+07 nChanged 83059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89307 members 
Mstep: Class 2 contains 83258 members 
Entering Unmasked Estep 
Score: -21747678.000000 Penalty: 5981.030273
	Iteration 1F: 3 clusters Score -2.174768e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91065 members 
Mstep: Class 2 contains 81500 members 
Entering Unmasked Estep 
Score: -21748568.000000 Penalty: 5981.030273
	Iteration 2Q: 3 clusters Score -2.174857e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93597 members 
Mstep: Class 2 contains 78968 members 
Entering Unmasked Estep 
Score: -21749734.000000 Penalty: 5981.030273
	Iteration 3Q: 3 clusters Score -2.174973e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97157 members 
Mstep: Class 2 contains 75408 members 
Entering Unmasked Estep 
Score: -21751082.000000 Penalty: 5981.030273
	Iteration 4Q: 3 clusters Score -2.175108e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102499 members 
Mstep: Class 2 contains 70066 members 
Entering Unmasked Estep 
Score: -21753512.000000 Penalty: 5981.030273
	Iteration 5Q: 3 clusters Score -2.175351e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110066 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -21757568.000000 Penalty: 5981.030273
	Iteration 6Q: 3 clusters Score -2.175757e+07 nChanged 10646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120500 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -21764680.000000 Penalty: 5981.030273
	Iteration 7F: 3 clusters Score -2.176468e+07 nChanged 12875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133263 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -21774786.000000 Penalty: 5981.030273
	Iteration 8F: 3 clusters Score -2.177479e+07 nChanged 13227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146450 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -21787128.000000 Penalty: 5981.030273
	Iteration 9F: 3 clusters Score -2.178713e+07 nChanged 10959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157407 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -21797734.000000 Penalty: 5981.030273
	Iteration 10F: 3 clusters Score -2.179773e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164773 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -21804840.000000 Penalty: 5981.030273
	Iteration 11Q: 3 clusters Score -2.180484e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168892 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -21808544.000000 Penalty: 5981.030273
	Iteration 12Q: 3 clusters Score -2.180854e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170856 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -21810106.000000 Penalty: 5981.030273
	Iteration 13Q: 3 clusters Score -2.181011e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171653 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -21810744.000000 Penalty: 5981.030273
	Iteration 14Q: 3 clusters Score -2.181074e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171987 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -21811016.000000 Penalty: 5981.030273
	Iteration 15Q: 3 clusters Score -2.181102e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172116 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -21811188.000000 Penalty: 5981.030273
	Iteration 16Q: 3 clusters Score -2.181119e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172183 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -21811244.000000 Penalty: 5981.030273
	Iteration 17Q: 3 clusters Score -2.181124e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172212 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -21811278.000000 Penalty: 5981.030273
	Iteration 18Q: 3 clusters Score -2.181128e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172229 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -21811270.000000 Penalty: 5981.030273
	Iteration 19Q: 3 clusters Score -2.181127e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172240 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -21811296.000000 Penalty: 5981.030273
	Iteration 20F: 3 clusters Score -2.18113e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172242 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -21811310.000000 Penalty: 5981.030273
	Iteration 21Q: 3 clusters Score -2.181131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172252 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -21811344.000000 Penalty: 5981.030273
	Iteration 22Q: 3 clusters Score -2.181134e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172258 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -21811354.000000 Penalty: 5981.030273
	Iteration 23Q: 3 clusters Score -2.181135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172263 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -21811372.000000 Penalty: 5981.030273
	Iteration 24Q: 3 clusters Score -2.181137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172266 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -21811378.000000 Penalty: 5981.030273
	Iteration 25Q: 3 clusters Score -2.181138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172271 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21811402.000000 Penalty: 5981.030273
	Iteration 26Q: 3 clusters Score -2.18114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172275 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -21811394.000000 Penalty: 5981.030273
	Iteration 27Q: 3 clusters Score -2.181139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172281 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21811394.000000 Penalty: 5981.030273
	Iteration 28Q: 3 clusters Score -2.181139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172286 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21811394.000000 Penalty: 5981.030273
	Iteration 29Q: 3 clusters Score -2.181139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172287 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21811394.000000 Penalty: 5981.030273
	Iteration 30Q: 3 clusters Score -2.181139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172287 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21811394.000000 Penalty: 5981.030273
	Iteration 31F: 3 clusters Score -2.181139e+07 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: -51310.429688 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -51310.43 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 269 members 
Entering Unmasked Estep 
Score: -49756.097656 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -49756.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49989.796875 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -49989.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50121.390625 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -50121.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50285.367188 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -50285.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50512.773438 Penalty: 3099.987793
	Iteration 4F: 3 clusters Score -50512.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51169.179688 Penalty: 3099.987793
	Iteration 5F: 3 clusters Score -51169.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51369.109375 Penalty: 3099.987793
	Iteration 6F: 3 clusters Score -51369.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51459.347656 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -51459.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51540.191406 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -51540.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -51578.355469 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -51578.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51587.742188 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -51587.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51596.156250 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -51596.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51603.796875 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -51603.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51611.925781 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -51611.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -51636.351562 Penalty: 3099.987793
	Iteration 14Q: 3 clusters Score -51636.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51651.863281 Penalty: 3099.987793
	Iteration 15Q: 3 clusters Score -51651.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -51664.062500 Penalty: 3099.987793
	Iteration 16Q: 3 clusters Score -51664.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51680.109375 Penalty: 3099.987793
	Iteration 17Q: 3 clusters Score -51680.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51707.316406 Penalty: 3099.987793
	Iteration 18Q: 3 clusters Score -51707.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -51759.597656 Penalty: 3099.987793
	Iteration 19Q: 3 clusters Score -51759.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51777.539062 Penalty: 3099.987793
	Iteration 20F: 3 clusters Score -51777.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51792.851562 Penalty: 3099.987793
	Iteration 21Q: 3 clusters Score -51792.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51807.839844 Penalty: 3099.987793
	Iteration 22Q: 3 clusters Score -51807.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51814.855469 Penalty: 3099.987793
	Iteration 23Q: 3 clusters Score -51814.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51816.914062 Penalty: 3099.987793
	Iteration 24Q: 3 clusters Score -51816.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51816.914062 Penalty: 3099.987793
	Iteration 25F: 3 clusters Score -51816.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96187 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 36010 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172565 members 
Mstep: Class 11 contains 346 members 
Mstep: Class 12 contains 277795 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178257 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49980 members 
Mstep: Class 20 contains 43354 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 172 members 
Entering Unmasked Estep 
Score: -119293336.000000 Penalty: 75182.937500
Splitting cluster 11 changes total score from -119294656.000000 to -119293336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (277795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277795 members 
Entering Unmasked Estep 
Score: -34848896.000000 Penalty: 3108.590332
	Iteration 0F: 2 clusters Score -3.48489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138984 members 
Mstep: Class 2 contains 138811 members 
Entering Unmasked Estep 
Score: -34676144.000000 Penalty: 6217.180664
	Iteration 0F: 3 clusters Score -3.467614e+07 nChanged 134413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139417 members 
Mstep: Class 2 contains 138378 members 
Entering Unmasked Estep 
Score: -34755152.000000 Penalty: 6217.180664
	Iteration 1F: 3 clusters Score -3.475515e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139943 members 
Mstep: Class 2 contains 137852 members 
Entering Unmasked Estep 
Score: -34756032.000000 Penalty: 6217.180664
	Iteration 2Q: 3 clusters Score -3.475603e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140921 members 
Mstep: Class 2 contains 136874 members 
Entering Unmasked Estep 
Score: -34756988.000000 Penalty: 6217.180664
	Iteration 3Q: 3 clusters Score -3.475699e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142460 members 
Mstep: Class 2 contains 135335 members 
Entering Unmasked Estep 
Score: -34757992.000000 Penalty: 6217.180664
	Iteration 4Q: 3 clusters Score -3.475799e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144928 members 
Mstep: Class 2 contains 132867 members 
Entering Unmasked Estep 
Score: -34759204.000000 Penalty: 6217.180664
	Iteration 5Q: 3 clusters Score -3.47592e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148713 members 
Mstep: Class 2 contains 129082 members 
Entering Unmasked Estep 
Score: -34760828.000000 Penalty: 6217.180664
	Iteration 6Q: 3 clusters Score -3.476083e+07 nChanged 8246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154437 members 
Mstep: Class 2 contains 123358 members 
Entering Unmasked Estep 
Score: -34763344.000000 Penalty: 6217.180664
	Iteration 7Q: 3 clusters Score -3.476334e+07 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162962 members 
Mstep: Class 2 contains 114833 members 
Entering Unmasked Estep 
Score: -34766828.000000 Penalty: 6217.180664
	Iteration 8Q: 3 clusters Score -3.476683e+07 nChanged 13419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175477 members 
Mstep: Class 2 contains 102318 members 
Entering Unmasked Estep 
Score: -34773424.000000 Penalty: 6217.180664
	Iteration 9Q: 3 clusters Score -3.477342e+07 nChanged 17868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192937 members 
Mstep: Class 2 contains 84858 members 
Entering Unmasked Estep 
Score: -34784044.000000 Penalty: 6217.180664
	Iteration 10F: 3 clusters Score -3.478404e+07 nChanged 22089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214878 members 
Mstep: Class 2 contains 62917 members 
Entering Unmasked Estep 
Score: -34799896.000000 Penalty: 6217.180664
	Iteration 11F: 3 clusters Score -3.47999e+07 nChanged 22426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237248 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -34816472.000000 Penalty: 6217.180664
	Iteration 12F: 3 clusters Score -3.481647e+07 nChanged 16730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253920 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -34829448.000000 Penalty: 6217.180664
	Iteration 13F: 3 clusters Score -3.482945e+07 nChanged 9291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263111 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -34836280.000000 Penalty: 6217.180664
	Iteration 14Q: 3 clusters Score -3.483628e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267735 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -34839580.000000 Penalty: 6217.180664
	Iteration 15Q: 3 clusters Score -3.483958e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270233 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -34841400.000000 Penalty: 6217.180664
	Iteration 16Q: 3 clusters Score -3.48414e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271701 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -34842596.000000 Penalty: 6217.180664
	Iteration 17Q: 3 clusters Score -3.48426e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272706 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -34843360.000000 Penalty: 6217.180664
	Iteration 18Q: 3 clusters Score -3.484336e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273395 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -34843848.000000 Penalty: 6217.180664
	Iteration 19Q: 3 clusters Score -3.484385e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273900 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -34844184.000000 Penalty: 6217.180664
	Iteration 20F: 3 clusters Score -3.484418e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274275 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -34844484.000000 Penalty: 6217.180664
	Iteration 21Q: 3 clusters Score -3.484448e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274571 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -34844720.000000 Penalty: 6217.180664
	Iteration 22Q: 3 clusters Score -3.484472e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274810 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -34844824.000000 Penalty: 6217.180664
	Iteration 23Q: 3 clusters Score -3.484482e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274983 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -34844932.000000 Penalty: 6217.180664
	Iteration 24Q: 3 clusters Score -3.484493e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275117 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -34845024.000000 Penalty: 6217.180664
	Iteration 25Q: 3 clusters Score -3.484502e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275234 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -34845084.000000 Penalty: 6217.180664
	Iteration 26Q: 3 clusters Score -3.484508e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275335 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -34845172.000000 Penalty: 6217.180664
	Iteration 27Q: 3 clusters Score -3.484517e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275435 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -34845240.000000 Penalty: 6217.180664
	Iteration 28Q: 3 clusters Score -3.484524e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275507 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -34845252.000000 Penalty: 6217.180664
	Iteration 29Q: 3 clusters Score -3.484525e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275580 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -34845336.000000 Penalty: 6217.180664
	Iteration 30Q: 3 clusters Score -3.484534e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275645 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -34845348.000000 Penalty: 6217.180664
	Iteration 31Q: 3 clusters Score -3.484535e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275697 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -34845436.000000 Penalty: 6217.180664
	Iteration 32Q: 3 clusters Score -3.484544e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275753 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -34845484.000000 Penalty: 6217.180664
	Iteration 33Q: 3 clusters Score -3.484548e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275803 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -34845564.000000 Penalty: 6217.180664
	Iteration 34Q: 3 clusters Score -3.484556e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275848 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -34845588.000000 Penalty: 6217.180664
	Iteration 35Q: 3 clusters Score -3.484559e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275885 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -34845640.000000 Penalty: 6217.180664
	Iteration 36Q: 3 clusters Score -3.484564e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275905 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -34845644.000000 Penalty: 6217.180664
	Iteration 37Q: 3 clusters Score -3.484564e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275919 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -34845656.000000 Penalty: 6217.180664
	Iteration 38Q: 3 clusters Score -3.484566e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275939 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -34845640.000000 Penalty: 6217.180664
	Iteration 39Q: 3 clusters Score -3.484564e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275952 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -34845672.000000 Penalty: 6217.180664
	Iteration 40F: 3 clusters Score -3.484567e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275973 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -34845628.000000 Penalty: 6217.180664
	Iteration 41Q: 3 clusters Score -3.484563e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275984 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -34845668.000000 Penalty: 6217.180664
	Iteration 42Q: 3 clusters Score -3.484567e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275993 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -34845672.000000 Penalty: 6217.180664
	Iteration 43Q: 3 clusters Score -3.484567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276004 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -34845696.000000 Penalty: 6217.180664
	Iteration 44Q: 3 clusters Score -3.48457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276013 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -34845700.000000 Penalty: 6217.180664
	Iteration 45Q: 3 clusters Score -3.48457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276022 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -34845712.000000 Penalty: 6217.180664
	Iteration 46Q: 3 clusters Score -3.484571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276032 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -34845708.000000 Penalty: 6217.180664
	Iteration 47Q: 3 clusters Score -3.484571e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276045 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -34845708.000000 Penalty: 6217.180664
	Iteration 48Q: 3 clusters Score -3.484571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276055 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -34845712.000000 Penalty: 6217.180664
	Iteration 49Q: 3 clusters Score -3.484571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276063 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -34845708.000000 Penalty: 6217.180664
	Iteration 50Q: 3 clusters Score -3.484571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276075 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -34845668.000000 Penalty: 6217.180664
	Iteration 51Q: 3 clusters Score -3.484567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276083 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -34845652.000000 Penalty: 6217.180664
	Iteration 52Q: 3 clusters Score -3.484565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276091 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -34845684.000000 Penalty: 6217.180664
	Iteration 53Q: 3 clusters Score -3.484568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276095 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -34845696.000000 Penalty: 6217.180664
	Iteration 54Q: 3 clusters Score -3.48457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276095 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -34845720.000000 Penalty: 6217.180664
	Iteration 55Q: 3 clusters Score -3.484572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276096 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -34845716.000000 Penalty: 6217.180664
	Iteration 56Q: 3 clusters Score -3.484572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276098 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -34845712.000000 Penalty: 6217.180664
	Iteration 57Q: 3 clusters Score -3.484571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276100 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -34845708.000000 Penalty: 6217.180664
	Iteration 58Q: 3 clusters Score -3.484571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276102 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -34845700.000000 Penalty: 6217.180664
	Iteration 59Q: 3 clusters Score -3.48457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276103 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -34845712.000000 Penalty: 6217.180664
	Iteration 60F: 3 clusters Score -3.484571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276102 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -34845696.000000 Penalty: 6217.180664
	Iteration 61Q: 3 clusters Score -3.48457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276106 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -34845696.000000 Penalty: 6217.180664
	Iteration 62Q: 3 clusters Score -3.48457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276111 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -34845688.000000 Penalty: 6217.180664
	Iteration 63Q: 3 clusters Score -3.484569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276113 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -34845704.000000 Penalty: 6217.180664
	Iteration 64Q: 3 clusters Score -3.48457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276118 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -34845728.000000 Penalty: 6217.180664
	Iteration 65Q: 3 clusters Score -3.484573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276122 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -34845732.000000 Penalty: 6217.180664
	Iteration 66Q: 3 clusters Score -3.484573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276125 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -34845716.000000 Penalty: 6217.180664
	Iteration 67Q: 3 clusters Score -3.484572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276127 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -34845728.000000 Penalty: 6217.180664
	Iteration 68Q: 3 clusters Score -3.484573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276129 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -34845720.000000 Penalty: 6217.180664
	Iteration 69Q: 3 clusters Score -3.484572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276130 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -34845732.000000 Penalty: 6217.180664
	Iteration 70Q: 3 clusters Score -3.484573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276133 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -34845724.000000 Penalty: 6217.180664
	Iteration 71Q: 3 clusters Score -3.484572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276137 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -34845756.000000 Penalty: 6217.180664
	Iteration 72Q: 3 clusters Score -3.484576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276143 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -34845756.000000 Penalty: 6217.180664
	Iteration 73Q: 3 clusters Score -3.484576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276155 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -34845748.000000 Penalty: 6217.180664
	Iteration 74Q: 3 clusters Score -3.484575e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276170 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -34845764.000000 Penalty: 6217.180664
	Iteration 75Q: 3 clusters Score -3.484576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276181 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -34845760.000000 Penalty: 6217.180664
	Iteration 76Q: 3 clusters Score -3.484576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276188 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -34845756.000000 Penalty: 6217.180664
	Iteration 77Q: 3 clusters Score -3.484576e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276195 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -34845736.000000 Penalty: 6217.180664
	Iteration 78Q: 3 clusters Score -3.484574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276203 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -34845772.000000 Penalty: 6217.180664
	Iteration 79Q: 3 clusters Score -3.484577e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276215 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -34845792.000000 Penalty: 6217.180664
	Iteration 80F: 3 clusters Score -3.484579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276222 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -34845788.000000 Penalty: 6217.180664
	Iteration 81Q: 3 clusters Score -3.484579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276225 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -34845792.000000 Penalty: 6217.180664
	Iteration 82Q: 3 clusters Score -3.484579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276229 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -34845796.000000 Penalty: 6217.180664
	Iteration 83Q: 3 clusters Score -3.48458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276233 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -34845808.000000 Penalty: 6217.180664
	Iteration 84Q: 3 clusters Score -3.484581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276239 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -34845824.000000 Penalty: 6217.180664
	Iteration 85Q: 3 clusters Score -3.484582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276243 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -34845820.000000 Penalty: 6217.180664
	Iteration 86Q: 3 clusters Score -3.484582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276250 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -34845828.000000 Penalty: 6217.180664
	Iteration 87Q: 3 clusters Score -3.484583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276250 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -34845816.000000 Penalty: 6217.180664
	Iteration 88Q: 3 clusters Score -3.484582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276251 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -34845852.000000 Penalty: 6217.180664
	Iteration 89Q: 3 clusters Score -3.484585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276253 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -34845848.000000 Penalty: 6217.180664
	Iteration 90Q: 3 clusters Score -3.484585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276255 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -34845856.000000 Penalty: 6217.180664
	Iteration 91Q: 3 clusters Score -3.484586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276260 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -34845860.000000 Penalty: 6217.180664
	Iteration 92Q: 3 clusters Score -3.484586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276265 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -34845892.000000 Penalty: 6217.180664
	Iteration 93Q: 3 clusters Score -3.484589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276270 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -34845872.000000 Penalty: 6217.180664
	Iteration 94Q: 3 clusters Score -3.484587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276271 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -34845884.000000 Penalty: 6217.180664
	Iteration 95Q: 3 clusters Score -3.484588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276269 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -34845888.000000 Penalty: 6217.180664
	Iteration 96Q: 3 clusters Score -3.484589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276268 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -34845888.000000 Penalty: 6217.180664
	Iteration 97Q: 3 clusters Score -3.484589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276269 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -34845876.000000 Penalty: 6217.180664
	Iteration 98Q: 3 clusters Score -3.484588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276277 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -34845860.000000 Penalty: 6217.180664
	Iteration 99Q: 3 clusters Score -3.484586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276278 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -34845872.000000 Penalty: 6217.180664
	Iteration 100F: 3 clusters Score -3.484587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276279 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -34845892.000000 Penalty: 6217.180664
	Iteration 101Q: 3 clusters Score -3.484589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276281 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -34845896.000000 Penalty: 6217.180664
	Iteration 102Q: 3 clusters Score -3.48459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276281 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -34845888.000000 Penalty: 6217.180664
	Iteration 103Q: 3 clusters Score -3.484589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276280 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -34845908.000000 Penalty: 6217.180664
	Iteration 104Q: 3 clusters Score -3.484591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276281 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -34845880.000000 Penalty: 6217.180664
	Iteration 105Q: 3 clusters Score -3.484588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276284 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -34845876.000000 Penalty: 6217.180664
	Iteration 106Q: 3 clusters Score -3.484588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276286 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -34845868.000000 Penalty: 6217.180664
	Iteration 107Q: 3 clusters Score -3.484587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276292 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -34845880.000000 Penalty: 6217.180664
	Iteration 108Q: 3 clusters Score -3.484588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276295 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -34845892.000000 Penalty: 6217.180664
	Iteration 109Q: 3 clusters Score -3.484589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276299 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -34845896.000000 Penalty: 6217.180664
	Iteration 110Q: 3 clusters Score -3.48459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276302 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -34845896.000000 Penalty: 6217.180664
	Iteration 111Q: 3 clusters Score -3.48459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276304 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -34845892.000000 Penalty: 6217.180664
	Iteration 112Q: 3 clusters Score -3.484589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276307 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -34845880.000000 Penalty: 6217.180664
	Iteration 113Q: 3 clusters Score -3.484588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276308 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -34845864.000000 Penalty: 6217.180664
	Iteration 114Q: 3 clusters Score -3.484586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276311 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -34845860.000000 Penalty: 6217.180664
	Iteration 115Q: 3 clusters Score -3.484586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276316 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -34845872.000000 Penalty: 6217.180664
	Iteration 116Q: 3 clusters Score -3.484587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276320 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -34845880.000000 Penalty: 6217.180664
	Iteration 117Q: 3 clusters Score -3.484588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276322 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -34845880.000000 Penalty: 6217.180664
	Iteration 118Q: 3 clusters Score -3.484588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276327 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -34845892.000000 Penalty: 6217.180664
	Iteration 119Q: 3 clusters Score -3.484589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276328 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -34845880.000000 Penalty: 6217.180664
	Iteration 120F: 3 clusters Score -3.484588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276329 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -34845880.000000 Penalty: 6217.180664
	Iteration 121Q: 3 clusters Score -3.484588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276330 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -34845892.000000 Penalty: 6217.180664
	Iteration 122Q: 3 clusters Score -3.484589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276331 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -34845896.000000 Penalty: 6217.180664
	Iteration 123Q: 3 clusters Score -3.48459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276333 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -34845900.000000 Penalty: 6217.180664
	Iteration 124Q: 3 clusters Score -3.48459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276333 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -34845900.000000 Penalty: 6217.180664
	Iteration 125F: 3 clusters Score -3.48459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -62939.375000 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -62939.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61400.773438 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -61400.77 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61623.750000 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -61623.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61731.195312 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -61731.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61790.234375 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -61790.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61828.773438 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -61828.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -61857.878906 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -61857.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61877.121094 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -61877.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61882.390625 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -61882.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61885.289062 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -61885.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61895.992188 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -61895.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61902.621094 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -61902.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -61907.656250 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -61907.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -61915.757812 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -61915.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -61923.078125 Penalty: 3135.992188
	Iteration 13Q: 3 clusters Score -61923.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61932.906250 Penalty: 3135.992188
	Iteration 14Q: 3 clusters Score -61932.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61974.289062 Penalty: 3135.992188
	Iteration 15Q: 3 clusters Score -61974.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -61988.906250 Penalty: 3135.992188
	Iteration 16Q: 3 clusters Score -61988.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61999.558594 Penalty: 3135.992188
	Iteration 17Q: 3 clusters Score -61999.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62009.808594 Penalty: 3135.992188
	Iteration 18Q: 3 clusters Score -62009.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62028.269531 Penalty: 3135.992188
	Iteration 19Q: 3 clusters Score -62028.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62048.183594 Penalty: 3135.992188
	Iteration 20F: 3 clusters Score -62048.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -62062.757812 Penalty: 3135.992188
	Iteration 21Q: 3 clusters Score -62062.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -62070.496094 Penalty: 3135.992188
	Iteration 22Q: 3 clusters Score -62070.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -62098.511719 Penalty: 3135.992188
	Iteration 23Q: 3 clusters Score -62098.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -62114.792969 Penalty: 3135.992188
	Iteration 24Q: 3 clusters Score -62114.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -62128.339844 Penalty: 3135.992188
	Iteration 25Q: 3 clusters Score -62128.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -62128.339844 Penalty: 3135.992188
	Iteration 26F: 3 clusters Score -62128.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -15069.367188 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -15069.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14113.730469 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -14113.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14284.837891 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -14284.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14469.658203 Penalty: 2564.560059
	Iteration 2F: 3 clusters Score -14469.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14505.965820 Penalty: 2564.560059
	Iteration 3Q: 3 clusters Score -14505.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14616.152344 Penalty: 2564.560059
	Iteration 4Q: 3 clusters Score -14616.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14637.622070 Penalty: 2564.560059
	Iteration 5Q: 3 clusters Score -14637.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14637.622070 Penalty: 2564.560059
	Iteration 6F: 3 clusters Score -14637.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -44652.167969 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -44652.17 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 244 members 
Entering Unmasked Estep 
Score: -43294.242188 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -43294.24 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44018.042969 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -44018.04 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -44483.492188 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -44483.49 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -44902.707031 Penalty: 3062.197998
	Iteration 3F: 3 clusters Score -44902.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -45130.371094 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -45130.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -45199.996094 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -45200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -45223.328125 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -45223.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -45249.484375 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -45249.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -45270.882812 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -45270.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -45284.367188 Penalty: 3062.197998
	Iteration 9Q: 3 clusters Score -45284.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -45289.980469 Penalty: 3062.197998
	Iteration 10Q: 3 clusters Score -45289.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -45291.984375 Penalty: 3062.197998
	Iteration 11Q: 3 clusters Score -45291.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -45291.984375 Penalty: 3062.197998
	Iteration 12F: 3 clusters Score -45291.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96187 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 36010 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172565 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277795 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 142 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178257 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49980 members 
Mstep: Class 20 contains 43354 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 338 members 
Entering Unmasked Estep 
Score: -119293464.000000 Penalty: 75182.937500
Splitting cluster 15 changes total score from -119294656.000000 to -119293464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -55114.578125 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -55114.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53620.398438 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -53620.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53856.921875 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -53856.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -53971.937500 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -53971.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -54033.066406 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -54033.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -54086.867188 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -54086.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -54131.347656 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -54131.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -54189.324219 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -54189.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -54243.632812 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -54243.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54267.859375 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -54267.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54283.304688 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -54283.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54311.656250 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -54311.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -54362.011719 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -54362.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -54415.578125 Penalty: 3101.899170
	Iteration 12Q: 3 clusters Score -54415.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -54452.273438 Penalty: 3101.899170
	Iteration 13Q: 3 clusters Score -54452.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -54469.894531 Penalty: 3101.899170
	Iteration 14Q: 3 clusters Score -54469.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -54481.765625 Penalty: 3101.899170
	Iteration 15Q: 3 clusters Score -54481.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -54492.457031 Penalty: 3101.899170
	Iteration 16Q: 3 clusters Score -54492.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -54506.011719 Penalty: 3101.899170
	Iteration 17Q: 3 clusters Score -54506.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -54531.738281 Penalty: 3101.899170
	Iteration 18Q: 3 clusters Score -54531.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -54543.843750 Penalty: 3101.899170
	Iteration 19Q: 3 clusters Score -54543.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -54552.769531 Penalty: 3101.899170
	Iteration 20F: 3 clusters Score -54552.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -54554.847656 Penalty: 3101.899170
	Iteration 21Q: 3 clusters Score -54554.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -54561.429688 Penalty: 3101.899170
	Iteration 22Q: 3 clusters Score -54561.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -54574.593750 Penalty: 3101.899170
	Iteration 23Q: 3 clusters Score -54574.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -54590.175781 Penalty: 3101.899170
	Iteration 24Q: 3 clusters Score -54590.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54593.996094 Penalty: 3101.899170
	Iteration 25Q: 3 clusters Score -54594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54593.996094 Penalty: 3101.899170
	Iteration 26F: 3 clusters Score -54594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (178257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178257 members 
Entering Unmasked Estep 
Score: -22393756.000000 Penalty: 2998.563477
	Iteration 0F: 2 clusters Score -2.239376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89134 members 
Mstep: Class 2 contains 89123 members 
Entering Unmasked Estep 
Score: -22274864.000000 Penalty: 5997.126953
	Iteration 0F: 3 clusters Score -2.227486e+07 nChanged 85636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87700 members 
Mstep: Class 2 contains 90557 members 
Entering Unmasked Estep 
Score: -22325098.000000 Penalty: 5997.126953
	Iteration 1F: 3 clusters Score -2.23251e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86881 members 
Mstep: Class 2 contains 91376 members 
Entering Unmasked Estep 
Score: -22326778.000000 Penalty: 5997.126953
	Iteration 2Q: 3 clusters Score -2.232678e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85495 members 
Mstep: Class 2 contains 92762 members 
Entering Unmasked Estep 
Score: -22328948.000000 Penalty: 5997.126953
	Iteration 3Q: 3 clusters Score -2.232895e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83234 members 
Mstep: Class 2 contains 95023 members 
Entering Unmasked Estep 
Score: -22332368.000000 Penalty: 5997.126953
	Iteration 4Q: 3 clusters Score -2.233237e+07 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79619 members 
Mstep: Class 2 contains 98638 members 
Entering Unmasked Estep 
Score: -22337450.000000 Penalty: 5997.126953
	Iteration 5F: 3 clusters Score -2.233745e+07 nChanged 11350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74235 members 
Mstep: Class 2 contains 104022 members 
Entering Unmasked Estep 
Score: -22344704.000000 Penalty: 5997.126953
	Iteration 6F: 3 clusters Score -2.23447e+07 nChanged 12503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67484 members 
Mstep: Class 2 contains 110773 members 
Entering Unmasked Estep 
Score: -22354622.000000 Penalty: 5997.126953
	Iteration 7F: 3 clusters Score -2.235462e+07 nChanged 12483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 117670 members 
Entering Unmasked Estep 
Score: -22366450.000000 Penalty: 5997.126953
	Iteration 8F: 3 clusters Score -2.236645e+07 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 122517 members 
Entering Unmasked Estep 
Score: -22374324.000000 Penalty: 5997.126953
	Iteration 9F: 3 clusters Score -2.237432e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 125718 members 
Entering Unmasked Estep 
Score: -22377100.000000 Penalty: 5997.126953
	Iteration 10Q: 3 clusters Score -2.23771e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 128451 members 
Entering Unmasked Estep 
Score: -22378342.000000 Penalty: 5997.126953
	Iteration 11Q: 3 clusters Score -2.237834e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 131009 members 
Entering Unmasked Estep 
Score: -22379180.000000 Penalty: 5997.126953
	Iteration 12Q: 3 clusters Score -2.237918e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 133459 members 
Entering Unmasked Estep 
Score: -22379944.000000 Penalty: 5997.126953
	Iteration 13Q: 3 clusters Score -2.237994e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 135839 members 
Entering Unmasked Estep 
Score: -22380804.000000 Penalty: 5997.126953
	Iteration 14Q: 3 clusters Score -2.23808e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 138151 members 
Entering Unmasked Estep 
Score: -22381616.000000 Penalty: 5997.126953
	Iteration 15Q: 3 clusters Score -2.238162e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 140427 members 
Entering Unmasked Estep 
Score: -22382256.000000 Penalty: 5997.126953
	Iteration 16Q: 3 clusters Score -2.238226e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 142641 members 
Entering Unmasked Estep 
Score: -22382872.000000 Penalty: 5997.126953
	Iteration 17Q: 3 clusters Score -2.238287e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 144840 members 
Entering Unmasked Estep 
Score: -22383480.000000 Penalty: 5997.126953
	Iteration 18Q: 3 clusters Score -2.238348e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 147040 members 
Entering Unmasked Estep 
Score: -22384102.000000 Penalty: 5997.126953
	Iteration 19Q: 3 clusters Score -2.23841e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 149280 members 
Entering Unmasked Estep 
Score: -22384866.000000 Penalty: 5997.126953
	Iteration 20F: 3 clusters Score -2.238487e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 151422 members 
Entering Unmasked Estep 
Score: -22385540.000000 Penalty: 5997.126953
	Iteration 21Q: 3 clusters Score -2.238554e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 153521 members 
Entering Unmasked Estep 
Score: -22386186.000000 Penalty: 5997.126953
	Iteration 22Q: 3 clusters Score -2.238619e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 155557 members 
Entering Unmasked Estep 
Score: -22386958.000000 Penalty: 5997.126953
	Iteration 23Q: 3 clusters Score -2.238696e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 157433 members 
Entering Unmasked Estep 
Score: -22387416.000000 Penalty: 5997.126953
	Iteration 24Q: 3 clusters Score -2.238742e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 159251 members 
Entering Unmasked Estep 
Score: -22387956.000000 Penalty: 5997.126953
	Iteration 25Q: 3 clusters Score -2.238796e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 160925 members 
Entering Unmasked Estep 
Score: -22388434.000000 Penalty: 5997.126953
	Iteration 26Q: 3 clusters Score -2.238843e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 162447 members 
Entering Unmasked Estep 
Score: -22388768.000000 Penalty: 5997.126953
	Iteration 27Q: 3 clusters Score -2.238877e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 163834 members 
Entering Unmasked Estep 
Score: -22389156.000000 Penalty: 5997.126953
	Iteration 28Q: 3 clusters Score -2.238916e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 165089 members 
Entering Unmasked Estep 
Score: -22389546.000000 Penalty: 5997.126953
	Iteration 29Q: 3 clusters Score -2.238955e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 166194 members 
Entering Unmasked Estep 
Score: -22389984.000000 Penalty: 5997.126953
	Iteration 30Q: 3 clusters Score -2.238998e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 167222 members 
Entering Unmasked Estep 
Score: -22390154.000000 Penalty: 5997.126953
	Iteration 31Q: 3 clusters Score -2.239015e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 168123 members 
Entering Unmasked Estep 
Score: -22390448.000000 Penalty: 5997.126953
	Iteration 32Q: 3 clusters Score -2.239045e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 168939 members 
Entering Unmasked Estep 
Score: -22390622.000000 Penalty: 5997.126953
	Iteration 33Q: 3 clusters Score -2.239062e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 169676 members 
Entering Unmasked Estep 
Score: -22390830.000000 Penalty: 5997.126953
	Iteration 34Q: 3 clusters Score -2.239083e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 170297 members 
Entering Unmasked Estep 
Score: -22391024.000000 Penalty: 5997.126953
	Iteration 35Q: 3 clusters Score -2.239102e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 170854 members 
Entering Unmasked Estep 
Score: -22391118.000000 Penalty: 5997.126953
	Iteration 36Q: 3 clusters Score -2.239112e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 171340 members 
Entering Unmasked Estep 
Score: -22391254.000000 Penalty: 5997.126953
	Iteration 37Q: 3 clusters Score -2.239125e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 171777 members 
Entering Unmasked Estep 
Score: -22391346.000000 Penalty: 5997.126953
	Iteration 38Q: 3 clusters Score -2.239135e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 172134 members 
Entering Unmasked Estep 
Score: -22391460.000000 Penalty: 5997.126953
	Iteration 39Q: 3 clusters Score -2.239146e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 172418 members 
Entering Unmasked Estep 
Score: -22391518.000000 Penalty: 5997.126953
	Iteration 40F: 3 clusters Score -2.239152e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 172654 members 
Entering Unmasked Estep 
Score: -22391544.000000 Penalty: 5997.126953
	Iteration 41Q: 3 clusters Score -2.239154e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 172869 members 
Entering Unmasked Estep 
Score: -22391670.000000 Penalty: 5997.126953
	Iteration 42Q: 3 clusters Score -2.239167e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 173072 members 
Entering Unmasked Estep 
Score: -22391746.000000 Penalty: 5997.126953
	Iteration 43Q: 3 clusters Score -2.239175e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 173248 members 
Entering Unmasked Estep 
Score: -22391794.000000 Penalty: 5997.126953
	Iteration 44Q: 3 clusters Score -2.239179e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 173399 members 
Entering Unmasked Estep 
Score: -22391830.000000 Penalty: 5997.126953
	Iteration 45Q: 3 clusters Score -2.239183e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 173529 members 
Entering Unmasked Estep 
Score: -22391838.000000 Penalty: 5997.126953
	Iteration 46Q: 3 clusters Score -2.239184e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 173657 members 
Entering Unmasked Estep 
Score: -22391832.000000 Penalty: 5997.126953
	Iteration 47Q: 3 clusters Score -2.239183e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 173767 members 
Entering Unmasked Estep 
Score: -22391850.000000 Penalty: 5997.126953
	Iteration 48Q: 3 clusters Score -2.239185e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 173862 members 
Entering Unmasked Estep 
Score: -22391866.000000 Penalty: 5997.126953
	Iteration 49Q: 3 clusters Score -2.239187e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 173936 members 
Entering Unmasked Estep 
Score: -22391892.000000 Penalty: 5997.126953
	Iteration 50Q: 3 clusters Score -2.239189e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 174005 members 
Entering Unmasked Estep 
Score: -22391920.000000 Penalty: 5997.126953
	Iteration 51Q: 3 clusters Score -2.239192e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 174075 members 
Entering Unmasked Estep 
Score: -22391952.000000 Penalty: 5997.126953
	Iteration 52Q: 3 clusters Score -2.239195e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 174124 members 
Entering Unmasked Estep 
Score: -22391892.000000 Penalty: 5997.126953
	Iteration 53Q: 3 clusters Score -2.239189e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 174162 members 
Entering Unmasked Estep 
Score: -22391926.000000 Penalty: 5997.126953
	Iteration 54Q: 3 clusters Score -2.239193e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 174201 members 
Entering Unmasked Estep 
Score: -22391938.000000 Penalty: 5997.126953
	Iteration 55Q: 3 clusters Score -2.239194e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 174235 members 
Entering Unmasked Estep 
Score: -22391940.000000 Penalty: 5997.126953
	Iteration 56Q: 3 clusters Score -2.239194e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 174269 members 
Entering Unmasked Estep 
Score: -22391932.000000 Penalty: 5997.126953
	Iteration 57Q: 3 clusters Score -2.239193e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 174301 members 
Entering Unmasked Estep 
Score: -22391928.000000 Penalty: 5997.126953
	Iteration 58Q: 3 clusters Score -2.239193e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 174334 members 
Entering Unmasked Estep 
Score: -22391934.000000 Penalty: 5997.126953
	Iteration 59Q: 3 clusters Score -2.239193e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 174363 members 
Entering Unmasked Estep 
Score: -22391928.000000 Penalty: 5997.126953
	Iteration 60F: 3 clusters Score -2.239193e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 174392 members 
Entering Unmasked Estep 
Score: -22391904.000000 Penalty: 5997.126953
	Iteration 61Q: 3 clusters Score -2.23919e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 174418 members 
Entering Unmasked Estep 
Score: -22391960.000000 Penalty: 5997.126953
	Iteration 62Q: 3 clusters Score -2.239196e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 174437 members 
Entering Unmasked Estep 
Score: -22391980.000000 Penalty: 5997.126953
	Iteration 63Q: 3 clusters Score -2.239198e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 174464 members 
Entering Unmasked Estep 
Score: -22391966.000000 Penalty: 5997.126953
	Iteration 64Q: 3 clusters Score -2.239197e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 174484 members 
Entering Unmasked Estep 
Score: -22391968.000000 Penalty: 5997.126953
	Iteration 65Q: 3 clusters Score -2.239197e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 174516 members 
Entering Unmasked Estep 
Score: -22391966.000000 Penalty: 5997.126953
	Iteration 66Q: 3 clusters Score -2.239197e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 174540 members 
Entering Unmasked Estep 
Score: -22391984.000000 Penalty: 5997.126953
	Iteration 67Q: 3 clusters Score -2.239198e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 174564 members 
Entering Unmasked Estep 
Score: -22391980.000000 Penalty: 5997.126953
	Iteration 68Q: 3 clusters Score -2.239198e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 174590 members 
Entering Unmasked Estep 
Score: -22391998.000000 Penalty: 5997.126953
	Iteration 69Q: 3 clusters Score -2.2392e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 174613 members 
Entering Unmasked Estep 
Score: -22391992.000000 Penalty: 5997.126953
	Iteration 70Q: 3 clusters Score -2.239199e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 174628 members 
Entering Unmasked Estep 
Score: -22392000.000000 Penalty: 5997.126953
	Iteration 71Q: 3 clusters Score -2.2392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 174638 members 
Entering Unmasked Estep 
Score: -22391994.000000 Penalty: 5997.126953
	Iteration 72Q: 3 clusters Score -2.239199e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 174650 members 
Entering Unmasked Estep 
Score: -22391982.000000 Penalty: 5997.126953
	Iteration 73Q: 3 clusters Score -2.239198e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 174665 members 
Entering Unmasked Estep 
Score: -22391986.000000 Penalty: 5997.126953
	Iteration 74Q: 3 clusters Score -2.239199e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 174683 members 
Entering Unmasked Estep 
Score: -22391996.000000 Penalty: 5997.126953
	Iteration 75Q: 3 clusters Score -2.2392e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 174701 members 
Entering Unmasked Estep 
Score: -22391974.000000 Penalty: 5997.126953
	Iteration 76Q: 3 clusters Score -2.239197e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 174713 members 
Entering Unmasked Estep 
Score: -22391964.000000 Penalty: 5997.126953
	Iteration 77Q: 3 clusters Score -2.239196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 174726 members 
Entering Unmasked Estep 
Score: -22391954.000000 Penalty: 5997.126953
	Iteration 78Q: 3 clusters Score -2.239195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 174740 members 
Entering Unmasked Estep 
Score: -22391964.000000 Penalty: 5997.126953
	Iteration 79Q: 3 clusters Score -2.239196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 174749 members 
Entering Unmasked Estep 
Score: -22391952.000000 Penalty: 5997.126953
	Iteration 80F: 3 clusters Score -2.239195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 174763 members 
Entering Unmasked Estep 
Score: -22391962.000000 Penalty: 5997.126953
	Iteration 81Q: 3 clusters Score -2.239196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 174773 members 
Entering Unmasked Estep 
Score: -22391948.000000 Penalty: 5997.126953
	Iteration 82Q: 3 clusters Score -2.239195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 174785 members 
Entering Unmasked Estep 
Score: -22391958.000000 Penalty: 5997.126953
	Iteration 83Q: 3 clusters Score -2.239196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 174799 members 
Entering Unmasked Estep 
Score: -22391966.000000 Penalty: 5997.126953
	Iteration 84Q: 3 clusters Score -2.239197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 174813 members 
Entering Unmasked Estep 
Score: -22391962.000000 Penalty: 5997.126953
	Iteration 85Q: 3 clusters Score -2.239196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 174827 members 
Entering Unmasked Estep 
Score: -22391942.000000 Penalty: 5997.126953
	Iteration 86Q: 3 clusters Score -2.239194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 174835 members 
Entering Unmasked Estep 
Score: -22391952.000000 Penalty: 5997.126953
	Iteration 87Q: 3 clusters Score -2.239195e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 174850 members 
Entering Unmasked Estep 
Score: -22391970.000000 Penalty: 5997.126953
	Iteration 88Q: 3 clusters Score -2.239197e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 174871 members 
Entering Unmasked Estep 
Score: -22391954.000000 Penalty: 5997.126953
	Iteration 89Q: 3 clusters Score -2.239195e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 174886 members 
Entering Unmasked Estep 
Score: -22391988.000000 Penalty: 5997.126953
	Iteration 90Q: 3 clusters Score -2.239199e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 174904 members 
Entering Unmasked Estep 
Score: -22391960.000000 Penalty: 5997.126953
	Iteration 91Q: 3 clusters Score -2.239196e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 174916 members 
Entering Unmasked Estep 
Score: -22391948.000000 Penalty: 5997.126953
	Iteration 92Q: 3 clusters Score -2.239195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 174924 members 
Entering Unmasked Estep 
Score: -22391958.000000 Penalty: 5997.126953
	Iteration 93Q: 3 clusters Score -2.239196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 174932 members 
Entering Unmasked Estep 
Score: -22391940.000000 Penalty: 5997.126953
	Iteration 94Q: 3 clusters Score -2.239194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 174939 members 
Entering Unmasked Estep 
Score: -22391944.000000 Penalty: 5997.126953
	Iteration 95Q: 3 clusters Score -2.239194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 174947 members 
Entering Unmasked Estep 
Score: -22391940.000000 Penalty: 5997.126953
	Iteration 96Q: 3 clusters Score -2.239194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 174950 members 
Entering Unmasked Estep 
Score: -22391944.000000 Penalty: 5997.126953
	Iteration 97Q: 3 clusters Score -2.239194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 174950 members 
Entering Unmasked Estep 
Score: -22391942.000000 Penalty: 5997.126953
	Iteration 98Q: 3 clusters Score -2.239194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 174952 members 
Entering Unmasked Estep 
Score: -22391946.000000 Penalty: 5997.126953
	Iteration 99Q: 3 clusters Score -2.239195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 174954 members 
Entering Unmasked Estep 
Score: -22391942.000000 Penalty: 5997.126953
	Iteration 100F: 3 clusters Score -2.239194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 174955 members 
Entering Unmasked Estep 
Score: -22391956.000000 Penalty: 5997.126953
	Iteration 101Q: 3 clusters Score -2.239196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 174957 members 
Entering Unmasked Estep 
Score: -22391946.000000 Penalty: 5997.126953
	Iteration 102Q: 3 clusters Score -2.239195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 174963 members 
Entering Unmasked Estep 
Score: -22391952.000000 Penalty: 5997.126953
	Iteration 103Q: 3 clusters Score -2.239195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 174967 members 
Entering Unmasked Estep 
Score: -22391936.000000 Penalty: 5997.126953
	Iteration 104Q: 3 clusters Score -2.239194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 174970 members 
Entering Unmasked Estep 
Score: -22391930.000000 Penalty: 5997.126953
	Iteration 105Q: 3 clusters Score -2.239193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 174974 members 
Entering Unmasked Estep 
Score: -22391918.000000 Penalty: 5997.126953
	Iteration 106Q: 3 clusters Score -2.239192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 174981 members 
Entering Unmasked Estep 
Score: -22391962.000000 Penalty: 5997.126953
	Iteration 107Q: 3 clusters Score -2.239196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 174987 members 
Entering Unmasked Estep 
Score: -22391980.000000 Penalty: 5997.126953
	Iteration 108Q: 3 clusters Score -2.239198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 174990 members 
Entering Unmasked Estep 
Score: -22391978.000000 Penalty: 5997.126953
	Iteration 109Q: 3 clusters Score -2.239198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 174994 members 
Entering Unmasked Estep 
Score: -22391974.000000 Penalty: 5997.126953
	Iteration 110Q: 3 clusters Score -2.239197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 174994 members 
Entering Unmasked Estep 
Score: -22391968.000000 Penalty: 5997.126953
	Iteration 111Q: 3 clusters Score -2.239197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 174996 members 
Entering Unmasked Estep 
Score: -22391964.000000 Penalty: 5997.126953
	Iteration 112Q: 3 clusters Score -2.239196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 174999 members 
Entering Unmasked Estep 
Score: -22391960.000000 Penalty: 5997.126953
	Iteration 113Q: 3 clusters Score -2.239196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 175001 members 
Entering Unmasked Estep 
Score: -22391972.000000 Penalty: 5997.126953
	Iteration 114Q: 3 clusters Score -2.239197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 175005 members 
Entering Unmasked Estep 
Score: -22391966.000000 Penalty: 5997.126953
	Iteration 115Q: 3 clusters Score -2.239197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 175008 members 
Entering Unmasked Estep 
Score: -22391970.000000 Penalty: 5997.126953
	Iteration 116Q: 3 clusters Score -2.239197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 175008 members 
Entering Unmasked Estep 
Score: -22391970.000000 Penalty: 5997.126953
	Iteration 117Q: 3 clusters Score -2.239197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 175011 members 
Entering Unmasked Estep 
Score: -22391974.000000 Penalty: 5997.126953
	Iteration 118Q: 3 clusters Score -2.239197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 175013 members 
Entering Unmasked Estep 
Score: -22391974.000000 Penalty: 5997.126953
	Iteration 119Q: 3 clusters Score -2.239197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 175013 members 
Entering Unmasked Estep 
Score: -22391974.000000 Penalty: 5997.126953
	Iteration 120F: 3 clusters Score -2.239197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -59384.500000 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -59384.5 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 297 members 
Entering Unmasked Estep 
Score: -57807.898438 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -57807.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58132.011719 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -58132.01 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58396.558594 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -58396.56 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58645.328125 Penalty: 3165.380615
	Iteration 3F: 3 clusters Score -58645.33 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -58949.175781 Penalty: 3165.380615
	Iteration 4F: 3 clusters Score -58949.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59396.359375 Penalty: 3165.380615
	Iteration 5F: 3 clusters Score -59396.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59582.171875 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -59582.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59708.574219 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -59708.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59763.328125 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -59763.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59787.605469 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -59787.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59797.703125 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -59797.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59807.367188 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -59807.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59812.218750 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -59812.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59812.218750 Penalty: 3165.380615
	Iteration 13F: 3 clusters Score -59812.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96187 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 36010 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172565 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277795 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178257 members 
Mstep: Class 18 contains 301 members 
Mstep: Class 19 contains 49980 members 
Mstep: Class 20 contains 43354 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 290 members 
Entering Unmasked Estep 
Score: -119293240.000000 Penalty: 75182.937500
Splitting cluster 18 changes total score from -119294656.000000 to -119293240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (49980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Entering Unmasked Estep 
Score: -6198608.500000 Penalty: 2683.205811
	Iteration 0F: 2 clusters Score -6198608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -6165141.000000 Penalty: 5366.411621
	Iteration 0F: 3 clusters Score -6165141 nChanged 23016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -6177867.500000 Penalty: 5366.411621
	Iteration 1F: 3 clusters Score -6177868 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -6178353.000000 Penalty: 5366.411621
	Iteration 2Q: 3 clusters Score -6178353 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -6178787.500000 Penalty: 5366.411621
	Iteration 3Q: 3 clusters Score -6178788 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -6179384.500000 Penalty: 5366.411621
	Iteration 4Q: 3 clusters Score -6179384 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -6180291.500000 Penalty: 5366.411621
	Iteration 5Q: 3 clusters Score -6180292 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -6181513.000000 Penalty: 5366.411621
	Iteration 6Q: 3 clusters Score -6181513 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -6183181.500000 Penalty: 5366.411621
	Iteration 7Q: 3 clusters Score -6183182 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -6185290.500000 Penalty: 5366.411621
	Iteration 8F: 3 clusters Score -6185290 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -6187607.000000 Penalty: 5366.411621
	Iteration 9F: 3 clusters Score -6187607 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -6189421.000000 Penalty: 5366.411621
	Iteration 10F: 3 clusters Score -6189421 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -6190701.000000 Penalty: 5366.411621
	Iteration 11Q: 3 clusters Score -6190701 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -6191461.500000 Penalty: 5366.411621
	Iteration 12Q: 3 clusters Score -6191462 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -6191974.500000 Penalty: 5366.411621
	Iteration 13Q: 3 clusters Score -6191974 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -6192336.000000 Penalty: 5366.411621
	Iteration 14Q: 3 clusters Score -6192336 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -6192739.000000 Penalty: 5366.411621
	Iteration 15Q: 3 clusters Score -6192739 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -6193073.000000 Penalty: 5366.411621
	Iteration 16Q: 3 clusters Score -6193073 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -6193417.000000 Penalty: 5366.411621
	Iteration 17Q: 3 clusters Score -6193417 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -6193723.000000 Penalty: 5366.411621
	Iteration 18Q: 3 clusters Score -6193723 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -6193951.500000 Penalty: 5366.411621
	Iteration 19Q: 3 clusters Score -6193952 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -6194199.000000 Penalty: 5366.411621
	Iteration 20F: 3 clusters Score -6194199 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -6194482.500000 Penalty: 5366.411621
	Iteration 21Q: 3 clusters Score -6194482 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -6194714.500000 Penalty: 5366.411621
	Iteration 22Q: 3 clusters Score -6194714 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -6194937.500000 Penalty: 5366.411621
	Iteration 23Q: 3 clusters Score -6194938 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -6195149.500000 Penalty: 5366.411621
	Iteration 24Q: 3 clusters Score -6195150 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -6195313.500000 Penalty: 5366.411621
	Iteration 25Q: 3 clusters Score -6195314 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -6195440.000000 Penalty: 5366.411621
	Iteration 26Q: 3 clusters Score -6195440 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -6195543.500000 Penalty: 5366.411621
	Iteration 27Q: 3 clusters Score -6195544 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -6195642.500000 Penalty: 5366.411621
	Iteration 28Q: 3 clusters Score -6195642 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -6195697.500000 Penalty: 5366.411621
	Iteration 29Q: 3 clusters Score -6195698 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -6195764.500000 Penalty: 5366.411621
	Iteration 30Q: 3 clusters Score -6195764 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -6195846.500000 Penalty: 5366.411621
	Iteration 31Q: 3 clusters Score -6195846 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -6195900.500000 Penalty: 5366.411621
	Iteration 32Q: 3 clusters Score -6195900 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -6195938.000000 Penalty: 5366.411621
	Iteration 33Q: 3 clusters Score -6195938 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -6195976.000000 Penalty: 5366.411621
	Iteration 34Q: 3 clusters Score -6195976 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -6196020.000000 Penalty: 5366.411621
	Iteration 35Q: 3 clusters Score -6196020 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -6196055.500000 Penalty: 5366.411621
	Iteration 36Q: 3 clusters Score -6196056 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -6196105.500000 Penalty: 5366.411621
	Iteration 37Q: 3 clusters Score -6196106 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -6196118.500000 Penalty: 5366.411621
	Iteration 38Q: 3 clusters Score -6196118 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -6196148.000000 Penalty: 5366.411621
	Iteration 39Q: 3 clusters Score -6196148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -6196167.000000 Penalty: 5366.411621
	Iteration 40F: 3 clusters Score -6196167 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -6196180.000000 Penalty: 5366.411621
	Iteration 41Q: 3 clusters Score -6196180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -6196199.000000 Penalty: 5366.411621
	Iteration 42Q: 3 clusters Score -6196199 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -6196222.000000 Penalty: 5366.411621
	Iteration 43Q: 3 clusters Score -6196222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -6196242.500000 Penalty: 5366.411621
	Iteration 44Q: 3 clusters Score -6196242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -6196264.000000 Penalty: 5366.411621
	Iteration 45Q: 3 clusters Score -6196264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -6196276.000000 Penalty: 5366.411621
	Iteration 46Q: 3 clusters Score -6196276 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 48596 members 
Entering Unmasked Estep 
Score: -6196289.500000 Penalty: 5366.411621
	Iteration 47Q: 3 clusters Score -6196290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 48628 members 
Entering Unmasked Estep 
Score: -6196313.000000 Penalty: 5366.411621
	Iteration 48Q: 3 clusters Score -6196313 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -6196315.000000 Penalty: 5366.411621
	Iteration 49Q: 3 clusters Score -6196315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 48674 members 
Entering Unmasked Estep 
Score: -6196332.500000 Penalty: 5366.411621
	Iteration 50Q: 3 clusters Score -6196332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -6196330.500000 Penalty: 5366.411621
	Iteration 51Q: 3 clusters Score -6196330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -6196340.500000 Penalty: 5366.411621
	Iteration 52Q: 3 clusters Score -6196340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -6196351.000000 Penalty: 5366.411621
	Iteration 53Q: 3 clusters Score -6196351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -6196351.500000 Penalty: 5366.411621
	Iteration 54Q: 3 clusters Score -6196352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -6196354.000000 Penalty: 5366.411621
	Iteration 55Q: 3 clusters Score -6196354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -6196350.500000 Penalty: 5366.411621
	Iteration 56Q: 3 clusters Score -6196350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -6196357.000000 Penalty: 5366.411621
	Iteration 57Q: 3 clusters Score -6196357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -6196360.500000 Penalty: 5366.411621
	Iteration 58Q: 3 clusters Score -6196360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -6196365.500000 Penalty: 5366.411621
	Iteration 59Q: 3 clusters Score -6196366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -6196371.000000 Penalty: 5366.411621
	Iteration 60F: 3 clusters Score -6196371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Entering Unmasked Estep 
Score: -5532865.500000 Penalty: 2647.934326
	Iteration 0F: 2 clusters Score -5532866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -5503501.000000 Penalty: 5295.868652
	Iteration 0F: 3 clusters Score -5503501 nChanged 19888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -5514405.000000 Penalty: 5295.868652
	Iteration 1F: 3 clusters Score -5514405 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -5514856.000000 Penalty: 5295.868652
	Iteration 2Q: 3 clusters Score -5514856 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -5515233.000000 Penalty: 5295.868652
	Iteration 3Q: 3 clusters Score -5515233 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -5515600.000000 Penalty: 5295.868652
	Iteration 4Q: 3 clusters Score -5515600 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -5516006.000000 Penalty: 5295.868652
	Iteration 5Q: 3 clusters Score -5516006 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -5516578.500000 Penalty: 5295.868652
	Iteration 6Q: 3 clusters Score -5516578 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -5517224.000000 Penalty: 5295.868652
	Iteration 7Q: 3 clusters Score -5517224 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -5518191.000000 Penalty: 5295.868652
	Iteration 8Q: 3 clusters Score -5518191 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -5519472.000000 Penalty: 5295.868652
	Iteration 9Q: 3 clusters Score -5519472 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -5521088.000000 Penalty: 5295.868652
	Iteration 10F: 3 clusters Score -5521088 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -5522873.000000 Penalty: 5295.868652
	Iteration 11F: 3 clusters Score -5522873 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -5524541.500000 Penalty: 5295.868652
	Iteration 12F: 3 clusters Score -5524542 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -5526126.500000 Penalty: 5295.868652
	Iteration 13Q: 3 clusters Score -5526126 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -5527350.500000 Penalty: 5295.868652
	Iteration 14Q: 3 clusters Score -5527350 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -5528232.000000 Penalty: 5295.868652
	Iteration 15Q: 3 clusters Score -5528232 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -5528899.500000 Penalty: 5295.868652
	Iteration 16Q: 3 clusters Score -5528900 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -5529354.500000 Penalty: 5295.868652
	Iteration 17Q: 3 clusters Score -5529354 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5529668.500000 Penalty: 5295.868652
	Iteration 18Q: 3 clusters Score -5529668 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -5529900.000000 Penalty: 5295.868652
	Iteration 19Q: 3 clusters Score -5529900 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5530073.000000 Penalty: 5295.868652
	Iteration 20F: 3 clusters Score -5530073 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5530204.000000 Penalty: 5295.868652
	Iteration 21Q: 3 clusters Score -5530204 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5530325.500000 Penalty: 5295.868652
	Iteration 22Q: 3 clusters Score -5530326 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5530407.500000 Penalty: 5295.868652
	Iteration 23Q: 3 clusters Score -5530408 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5530482.500000 Penalty: 5295.868652
	Iteration 24Q: 3 clusters Score -5530482 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5530538.000000 Penalty: 5295.868652
	Iteration 25Q: 3 clusters Score -5530538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5530574.000000 Penalty: 5295.868652
	Iteration 26Q: 3 clusters Score -5530574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5530604.000000 Penalty: 5295.868652
	Iteration 27Q: 3 clusters Score -5530604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5530616.000000 Penalty: 5295.868652
	Iteration 28Q: 3 clusters Score -5530616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5530623.500000 Penalty: 5295.868652
	Iteration 29Q: 3 clusters Score -5530624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5530626.000000 Penalty: 5295.868652
	Iteration 30Q: 3 clusters Score -5530626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5530633.000000 Penalty: 5295.868652
	Iteration 31Q: 3 clusters Score -5530633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5530635.000000 Penalty: 5295.868652
	Iteration 32Q: 3 clusters Score -5530635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5530638.500000 Penalty: 5295.868652
	Iteration 33Q: 3 clusters Score -5530638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5530642.000000 Penalty: 5295.868652
	Iteration 34Q: 3 clusters Score -5530642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5530647.500000 Penalty: 5295.868652
	Iteration 35Q: 3 clusters Score -5530648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5530649.000000 Penalty: 5295.868652
	Iteration 36Q: 3 clusters Score -5530649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5530652.500000 Penalty: 5295.868652
	Iteration 37Q: 3 clusters Score -5530652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5530653.000000 Penalty: 5295.868652
	Iteration 38Q: 3 clusters Score -5530653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5530656.000000 Penalty: 5295.868652
	Iteration 39Q: 3 clusters Score -5530656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5530658.000000 Penalty: 5295.868652
	Iteration 40F: 3 clusters Score -5530658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5530659.500000 Penalty: 5295.868652
	Iteration 41Q: 3 clusters Score -5530660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5530660.500000 Penalty: 5295.868652
	Iteration 42Q: 3 clusters Score -5530660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5530661.000000 Penalty: 5295.868652
	Iteration 43Q: 3 clusters Score -5530661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5530663.500000 Penalty: 5295.868652
	Iteration 44Q: 3 clusters Score -5530664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5530663.500000 Penalty: 5295.868652
	Iteration 45F: 3 clusters Score -5530664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -31270.884766 Penalty: 1398.312012
	Iteration 0F: 2 clusters Score -31270.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30000.804688 Penalty: 2796.624023
	Iteration 0F: 3 clusters Score -30000.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30127.957031 Penalty: 2796.624023
	Iteration 1F: 3 clusters Score -30127.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30164.589844 Penalty: 2796.624023
	Iteration 2Q: 3 clusters Score -30164.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30186.105469 Penalty: 2796.624023
	Iteration 3Q: 3 clusters Score -30186.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30226.546875 Penalty: 2796.624023
	Iteration 4Q: 3 clusters Score -30226.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30252.734375 Penalty: 2796.624023
	Iteration 5Q: 3 clusters Score -30252.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30267.361328 Penalty: 2796.624023
	Iteration 6Q: 3 clusters Score -30267.36 nChanged 2
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: -30284.845703 Penalty: 2796.624023
	Iteration 7Q: 3 clusters Score -30284.85 nChanged 0
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: -30284.845703 Penalty: 2796.624023
	Iteration 8F: 3 clusters Score -30284.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96187 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 36010 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172565 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277795 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178257 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49980 members 
Mstep: Class 20 contains 43354 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294680.000000 Penalty: 71765.531250
Iteration 319Q: 22 clusters Score -1.192947e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96185 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 36010 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172565 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277796 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178258 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49980 members 
Mstep: Class 20 contains 43354 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294672.000000 Penalty: 71765.531250
Iteration 320F: 22 clusters Score -1.192947e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96184 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 36010 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172563 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277800 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178256 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49981 members 
Mstep: Class 20 contains 43354 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294704.000000 Penalty: 71765.531250
Iteration 321Q: 22 clusters Score -1.192947e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96184 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 36010 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172563 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277802 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178254 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49981 members 
Mstep: Class 20 contains 43354 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294680.000000 Penalty: 71765.531250
Iteration 322Q: 22 clusters Score -1.192947e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96184 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 36010 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172564 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277802 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178253 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49981 members 
Mstep: Class 20 contains 43354 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294680.000000 Penalty: 71765.531250
Iteration 323Q: 22 clusters Score -1.192947e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96184 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 36010 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172564 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277802 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178254 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49981 members 
Mstep: Class 20 contains 43353 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294664.000000 Penalty: 71765.531250
Iteration 324Q: 22 clusters Score -1.192947e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96184 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 36010 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172564 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277804 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178253 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49981 members 
Mstep: Class 20 contains 43352 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294656.000000 Penalty: 71765.531250
Iteration 325Q: 22 clusters Score -1.192947e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96184 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25238 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172564 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277808 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178250 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49981 members 
Mstep: Class 20 contains 43352 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294664.000000 Penalty: 71765.531250
Iteration 326Q: 22 clusters Score -1.192947e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96184 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25237 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172563 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277814 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178247 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49980 members 
Mstep: Class 20 contains 43352 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294608.000000 Penalty: 71765.531250
Iteration 327Q: 22 clusters Score -1.192946e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96183 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25237 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172561 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277819 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178246 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49979 members 
Mstep: Class 20 contains 43352 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294640.000000 Penalty: 71765.531250
Iteration 328Q: 22 clusters Score -1.192946e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96183 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30293 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25236 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172556 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277828 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178242 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49980 members 
Mstep: Class 20 contains 43351 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294592.000000 Penalty: 71765.531250
Iteration 329Q: 22 clusters Score -1.192946e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96181 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33117 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25235 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172556 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277837 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178238 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49980 members 
Mstep: Class 20 contains 43351 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294544.000000 Penalty: 71765.531250
Iteration 330Q: 22 clusters Score -1.192945e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96179 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30291 members 
Mstep: Class 5 contains 33117 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25235 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172554 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277845 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178235 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49980 members 
Mstep: Class 20 contains 43351 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294544.000000 Penalty: 71765.531250
Iteration 331Q: 22 clusters Score -1.192945e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96176 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30290 members 
Mstep: Class 5 contains 33117 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25234 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172556 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277854 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178230 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49979 members 
Mstep: Class 20 contains 43351 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294544.000000 Penalty: 71765.531250
Iteration 332Q: 22 clusters Score -1.192945e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96175 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30288 members 
Mstep: Class 5 contains 33117 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25232 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172556 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277864 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178224 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49981 members 
Mstep: Class 20 contains 43351 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294520.000000 Penalty: 71765.531250
Iteration 333Q: 22 clusters Score -1.192945e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96173 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30289 members 
Mstep: Class 5 contains 33117 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25232 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172553 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277867 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178225 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49979 members 
Mstep: Class 20 contains 43353 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294480.000000 Penalty: 71765.531250
Iteration 334Q: 22 clusters Score -1.192945e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96170 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30289 members 
Mstep: Class 5 contains 33117 members 
Mstep: Class 6 contains 36009 members 
Mstep: Class 7 contains 25232 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172553 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277870 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178226 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49979 members 
Mstep: Class 20 contains 43352 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294496.000000 Penalty: 71765.531250
Iteration 335Q: 22 clusters Score -1.192945e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96165 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30289 members 
Mstep: Class 5 contains 33117 members 
Mstep: Class 6 contains 36008 members 
Mstep: Class 7 contains 25232 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172552 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277880 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178223 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49979 members 
Mstep: Class 20 contains 43352 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294504.000000 Penalty: 71765.531250
Iteration 336Q: 22 clusters Score -1.192945e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96162 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30290 members 
Mstep: Class 5 contains 33115 members 
Mstep: Class 6 contains 36007 members 
Mstep: Class 7 contains 25232 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172550 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277889 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178222 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49979 members 
Mstep: Class 20 contains 43351 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294496.000000 Penalty: 71765.531250
Iteration 337Q: 22 clusters Score -1.192945e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96158 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30290 members 
Mstep: Class 5 contains 33115 members 
Mstep: Class 6 contains 36007 members 
Mstep: Class 7 contains 25232 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172549 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277896 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178222 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49979 members 
Mstep: Class 20 contains 43349 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294520.000000 Penalty: 71765.531250
Iteration 338Q: 22 clusters Score -1.192945e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96156 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30290 members 
Mstep: Class 5 contains 33115 members 
Mstep: Class 6 contains 36007 members 
Mstep: Class 7 contains 25232 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172548 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277900 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178224 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49979 members 
Mstep: Class 20 contains 43346 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294472.000000 Penalty: 71765.531250
Iteration 339Q: 22 clusters Score -1.192945e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96151 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30291 members 
Mstep: Class 5 contains 33115 members 
Mstep: Class 6 contains 36007 members 
Mstep: Class 7 contains 25232 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172545 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277908 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178225 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49979 members 
Mstep: Class 20 contains 43344 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294472.000000 Penalty: 71765.531250
Iteration 340F: 22 clusters Score -1.192945e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96146 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30290 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36007 members 
Mstep: Class 7 contains 25232 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172545 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277913 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178225 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49979 members 
Mstep: Class 20 contains 43346 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294488.000000 Penalty: 71765.531250
Iteration 341Q: 22 clusters Score -1.192945e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96141 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30289 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36007 members 
Mstep: Class 7 contains 25232 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172538 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277921 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178228 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49979 members 
Mstep: Class 20 contains 43348 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294480.000000 Penalty: 71765.531250
Iteration 342Q: 22 clusters Score -1.192945e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96136 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30289 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36006 members 
Mstep: Class 7 contains 25232 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172539 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277926 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178227 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49979 members 
Mstep: Class 20 contains 43349 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294504.000000 Penalty: 71765.531250
Iteration 343Q: 22 clusters Score -1.192945e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96133 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30289 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36006 members 
Mstep: Class 7 contains 25232 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172541 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277932 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178222 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49979 members 
Mstep: Class 20 contains 43349 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294432.000000 Penalty: 71765.531250
Iteration 344Q: 22 clusters Score -1.192944e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96132 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30288 members 
Mstep: Class 5 contains 33113 members 
Mstep: Class 6 contains 36006 members 
Mstep: Class 7 contains 25232 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172543 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277938 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178218 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49978 members 
Mstep: Class 20 contains 43349 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294504.000000 Penalty: 71765.531250
Iteration 345Q: 22 clusters Score -1.192945e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96130 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30287 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36006 members 
Mstep: Class 7 contains 25232 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172542 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277945 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178216 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49975 members 
Mstep: Class 20 contains 43350 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294512.000000 Penalty: 71765.531250
Iteration 346Q: 22 clusters Score -1.192945e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96130 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30286 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36006 members 
Mstep: Class 7 contains 25230 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172538 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277953 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178216 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49974 members 
Mstep: Class 20 contains 43350 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294432.000000 Penalty: 71765.531250
Iteration 347Q: 22 clusters Score -1.192944e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96128 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30287 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36006 members 
Mstep: Class 7 contains 25229 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172537 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277964 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178212 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49970 members 
Mstep: Class 20 contains 43350 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294464.000000 Penalty: 71765.531250
Iteration 348Q: 22 clusters Score -1.192945e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96128 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30287 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36006 members 
Mstep: Class 7 contains 25229 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172535 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277974 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178209 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49965 members 
Mstep: Class 20 contains 43350 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294456.000000 Penalty: 71765.531250
Iteration 349Q: 22 clusters Score -1.192945e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96128 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30286 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36006 members 
Mstep: Class 7 contains 25229 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172532 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277983 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178206 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49963 members 
Mstep: Class 20 contains 43350 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294400.000000 Penalty: 71765.531250
Iteration 350Q: 22 clusters Score -1.192944e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96128 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30285 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36007 members 
Mstep: Class 7 contains 25229 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172530 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277991 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178200 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49963 members 
Mstep: Class 20 contains 43350 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294424.000000 Penalty: 71765.531250
Iteration 351Q: 22 clusters Score -1.192944e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96128 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30285 members 
Mstep: Class 5 contains 33113 members 
Mstep: Class 6 contains 36007 members 
Mstep: Class 7 contains 25229 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172527 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277996 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178200 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49962 members 
Mstep: Class 20 contains 43350 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294440.000000 Penalty: 71765.531250
Iteration 352Q: 22 clusters Score -1.192944e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96128 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30285 members 
Mstep: Class 5 contains 33113 members 
Mstep: Class 6 contains 36007 members 
Mstep: Class 7 contains 25228 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172526 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 277998 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178199 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49962 members 
Mstep: Class 20 contains 43351 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294440.000000 Penalty: 71765.531250
Iteration 353Q: 22 clusters Score -1.192944e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96126 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30285 members 
Mstep: Class 5 contains 33113 members 
Mstep: Class 6 contains 36006 members 
Mstep: Class 7 contains 25228 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172525 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278002 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178198 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49961 members 
Mstep: Class 20 contains 43353 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294472.000000 Penalty: 71765.531250
Iteration 354Q: 22 clusters Score -1.192945e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96126 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30285 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36006 members 
Mstep: Class 7 contains 25228 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172522 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278005 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178197 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49961 members 
Mstep: Class 20 contains 43353 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294448.000000 Penalty: 71765.531250
Iteration 355Q: 22 clusters Score -1.192944e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96125 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30285 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36006 members 
Mstep: Class 7 contains 25228 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172520 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278008 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178198 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49960 members 
Mstep: Class 20 contains 43353 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294384.000000 Penalty: 71765.531250
Iteration 356Q: 22 clusters Score -1.192944e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96122 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30285 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36007 members 
Mstep: Class 7 contains 25228 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172520 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278011 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178197 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49960 members 
Mstep: Class 20 contains 43353 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294400.000000 Penalty: 71765.531250
Iteration 357Q: 22 clusters Score -1.192944e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96121 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30284 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36008 members 
Mstep: Class 7 contains 25228 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172521 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278011 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178197 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49960 members 
Mstep: Class 20 contains 43353 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294424.000000 Penalty: 71765.531250
Iteration 358Q: 22 clusters Score -1.192944e+08 nChanged 20
Entering ConstructFrom: 
Score: -119294424.000000 Penalty: 71765.531250
Entering ConstructFrom: 
Trying to split cluster 1 (13590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Entering Unmasked Estep 
Score: -1622785.125000 Penalty: 2360.238281
	Iteration 0F: 2 clusters Score -1622785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1612837.875000 Penalty: 4720.476562
	Iteration 0F: 3 clusters Score -1612838 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1616041.875000 Penalty: 4720.476562
	Iteration 1F: 3 clusters Score -1616042 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1616626.375000 Penalty: 4720.476562
	Iteration 2F: 3 clusters Score -1616626 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1617283.500000 Penalty: 4720.476562
	Iteration 3F: 3 clusters Score -1617284 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1617957.125000 Penalty: 4720.476562
	Iteration 4F: 3 clusters Score -1617957 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1618624.250000 Penalty: 4720.476562
	Iteration 5F: 3 clusters Score -1618624 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1619331.750000 Penalty: 4720.476562
	Iteration 6F: 3 clusters Score -1619332 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1620005.250000 Penalty: 4720.476562
	Iteration 7F: 3 clusters Score -1620005 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1620568.000000 Penalty: 4720.476562
	Iteration 8F: 3 clusters Score -1620568 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1620964.250000 Penalty: 4720.476562
	Iteration 9Q: 3 clusters Score -1620964 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1621250.750000 Penalty: 4720.476562
	Iteration 10Q: 3 clusters Score -1621251 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1621456.750000 Penalty: 4720.476562
	Iteration 11Q: 3 clusters Score -1621457 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1621588.500000 Penalty: 4720.476562
	Iteration 12Q: 3 clusters Score -1621588 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1621672.750000 Penalty: 4720.476562
	Iteration 13Q: 3 clusters Score -1621673 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1621717.750000 Penalty: 4720.476562
	Iteration 14Q: 3 clusters Score -1621718 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1621751.000000 Penalty: 4720.476562
	Iteration 15Q: 3 clusters Score -1621751 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1621770.750000 Penalty: 4720.476562
	Iteration 16Q: 3 clusters Score -1621771 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1621778.250000 Penalty: 4720.476562
	Iteration 17Q: 3 clusters Score -1621778 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1621797.500000 Penalty: 4720.476562
	Iteration 18Q: 3 clusters Score -1621798 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1621815.500000 Penalty: 4720.476562
	Iteration 19Q: 3 clusters Score -1621816 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1621826.375000 Penalty: 4720.476562
	Iteration 20F: 3 clusters Score -1621826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1621826.875000 Penalty: 4720.476562
	Iteration 21Q: 3 clusters Score -1621827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1621829.375000 Penalty: 4720.476562
	Iteration 22Q: 3 clusters Score -1621829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1621830.125000 Penalty: 4720.476562
	Iteration 23Q: 3 clusters Score -1621830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1621833.750000 Penalty: 4720.476562
	Iteration 24Q: 3 clusters Score -1621834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1621833.500000 Penalty: 4720.476562
	Iteration 25Q: 3 clusters Score -1621834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1621836.500000 Penalty: 4720.476562
	Iteration 26Q: 3 clusters Score -1621836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1621839.500000 Penalty: 4720.476562
	Iteration 27Q: 3 clusters Score -1621840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1621840.750000 Penalty: 4720.476562
	Iteration 28Q: 3 clusters Score -1621841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1621842.500000 Penalty: 4720.476562
	Iteration 29Q: 3 clusters Score -1621842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1621851.250000 Penalty: 4720.476562
	Iteration 30Q: 3 clusters Score -1621851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1621853.250000 Penalty: 4720.476562
	Iteration 31Q: 3 clusters Score -1621853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1621851.875000 Penalty: 4720.476562
	Iteration 32Q: 3 clusters Score -1621852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1621855.500000 Penalty: 4720.476562
	Iteration 33Q: 3 clusters Score -1621856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1621856.375000 Penalty: 4720.476562
	Iteration 34Q: 3 clusters Score -1621856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1621859.375000 Penalty: 4720.476562
	Iteration 35Q: 3 clusters Score -1621859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1621857.750000 Penalty: 4720.476562
	Iteration 36Q: 3 clusters Score -1621858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1621857.625000 Penalty: 4720.476562
	Iteration 37Q: 3 clusters Score -1621858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1621858.125000 Penalty: 4720.476562
	Iteration 38Q: 3 clusters Score -1621858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1621859.875000 Penalty: 4720.476562
	Iteration 39Q: 3 clusters Score -1621860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1621857.750000 Penalty: 4720.476562
	Iteration 40F: 3 clusters Score -1621858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1621860.125000 Penalty: 4720.476562
	Iteration 41Q: 3 clusters Score -1621860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1621861.500000 Penalty: 4720.476562
	Iteration 42Q: 3 clusters Score -1621862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1621860.500000 Penalty: 4720.476562
	Iteration 43Q: 3 clusters Score -1621860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1621860.250000 Penalty: 4720.476562
	Iteration 44Q: 3 clusters Score -1621860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1621861.000000 Penalty: 4720.476562
	Iteration 45Q: 3 clusters Score -1621861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1621862.125000 Penalty: 4720.476562
	Iteration 46Q: 3 clusters Score -1621862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1621864.500000 Penalty: 4720.476562
	Iteration 47Q: 3 clusters Score -1621864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1621863.875000 Penalty: 4720.476562
	Iteration 48Q: 3 clusters Score -1621864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1621863.000000 Penalty: 4720.476562
	Iteration 49Q: 3 clusters Score -1621863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1621865.750000 Penalty: 4720.476562
	Iteration 50Q: 3 clusters Score -1621866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1621865.125000 Penalty: 4720.476562
	Iteration 51Q: 3 clusters Score -1621865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1621867.625000 Penalty: 4720.476562
	Iteration 52Q: 3 clusters Score -1621868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1621865.250000 Penalty: 4720.476562
	Iteration 53Q: 3 clusters Score -1621865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1621867.125000 Penalty: 4720.476562
	Iteration 54Q: 3 clusters Score -1621867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1621867.125000 Penalty: 4720.476562
	Iteration 55F: 3 clusters Score -1621867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (96118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96118 members 
Entering Unmasked Estep 
Score: -12165921.000000 Penalty: 2845.386230
	Iteration 0F: 2 clusters Score -1.216592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -12101777.000000 Penalty: 5690.772461
	Iteration 0F: 3 clusters Score -1.210178e+07 nChanged 45158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -12127598.000000 Penalty: 5690.772461
	Iteration 1F: 3 clusters Score -1.21276e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -12129176.000000 Penalty: 5690.772461
	Iteration 2Q: 3 clusters Score -1.212918e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61258 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -12131760.000000 Penalty: 5690.772461
	Iteration 3F: 3 clusters Score -1.213176e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -12136391.000000 Penalty: 5690.772461
	Iteration 4F: 3 clusters Score -1.213639e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76113 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -12143861.000000 Penalty: 5690.772461
	Iteration 5F: 3 clusters Score -1.214386e+07 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84740 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -12152739.000000 Penalty: 5690.772461
	Iteration 6F: 3 clusters Score -1.215274e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90850 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -12159070.000000 Penalty: 5690.772461
	Iteration 7F: 3 clusters Score -1.215907e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93767 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -12162078.000000 Penalty: 5690.772461
	Iteration 8Q: 3 clusters Score -1.216208e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94752 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -12163133.000000 Penalty: 5690.772461
	Iteration 9Q: 3 clusters Score -1.216313e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95054 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -12163558.000000 Penalty: 5690.772461
	Iteration 10Q: 3 clusters Score -1.216356e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95175 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -12163756.000000 Penalty: 5690.772461
	Iteration 11Q: 3 clusters Score -1.216376e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95232 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -12163891.000000 Penalty: 5690.772461
	Iteration 12Q: 3 clusters Score -1.216389e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95247 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -12163926.000000 Penalty: 5690.772461
	Iteration 13Q: 3 clusters Score -1.216393e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95254 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -12163962.000000 Penalty: 5690.772461
	Iteration 14Q: 3 clusters Score -1.216396e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95254 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -12163976.000000 Penalty: 5690.772461
	Iteration 15Q: 3 clusters Score -1.216398e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95263 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12164018.000000 Penalty: 5690.772461
	Iteration 16Q: 3 clusters Score -1.216402e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95256 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -12164052.000000 Penalty: 5690.772461
	Iteration 17Q: 3 clusters Score -1.216405e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95246 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -12164055.000000 Penalty: 5690.772461
	Iteration 18Q: 3 clusters Score -1.216406e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95238 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -12164072.000000 Penalty: 5690.772461
	Iteration 19Q: 3 clusters Score -1.216407e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95227 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -12164079.000000 Penalty: 5690.772461
	Iteration 20F: 3 clusters Score -1.216408e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95216 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -12164099.000000 Penalty: 5690.772461
	Iteration 21Q: 3 clusters Score -1.21641e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95204 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -12164108.000000 Penalty: 5690.772461
	Iteration 22Q: 3 clusters Score -1.216411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95194 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -12164109.000000 Penalty: 5690.772461
	Iteration 23Q: 3 clusters Score -1.216411e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95192 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -12164106.000000 Penalty: 5690.772461
	Iteration 24Q: 3 clusters Score -1.216411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95199 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -12164108.000000 Penalty: 5690.772461
	Iteration 25Q: 3 clusters Score -1.216411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95197 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -12164115.000000 Penalty: 5690.772461
	Iteration 26Q: 3 clusters Score -1.216412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95196 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12164129.000000 Penalty: 5690.772461
	Iteration 27Q: 3 clusters Score -1.216413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95196 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12164121.000000 Penalty: 5690.772461
	Iteration 28Q: 3 clusters Score -1.216412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95199 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -12164131.000000 Penalty: 5690.772461
	Iteration 29Q: 3 clusters Score -1.216413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95197 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -12164134.000000 Penalty: 5690.772461
	Iteration 30Q: 3 clusters Score -1.216413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95196 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12164137.000000 Penalty: 5690.772461
	Iteration 31Q: 3 clusters Score -1.216414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95194 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -12164134.000000 Penalty: 5690.772461
	Iteration 32Q: 3 clusters Score -1.216413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95192 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -12164132.000000 Penalty: 5690.772461
	Iteration 33Q: 3 clusters Score -1.216413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95192 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -12164137.000000 Penalty: 5690.772461
	Iteration 34Q: 3 clusters Score -1.216414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95192 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -12164137.000000 Penalty: 5690.772461
	Iteration 35F: 3 clusters Score -1.216414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -255761.546875 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -255761.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -253060.093750 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -253060.1 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -253631.250000 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -253631.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -253904.796875 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -253904.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -254106.171875 Penalty: 3803.606201
	Iteration 3F: 3 clusters Score -254106.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -254373.640625 Penalty: 3803.606201
	Iteration 4F: 3 clusters Score -254373.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -254726.750000 Penalty: 3803.606201
	Iteration 5F: 3 clusters Score -254726.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -255306.343750 Penalty: 3803.606201
	Iteration 6F: 3 clusters Score -255306.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -255988.484375 Penalty: 3803.606201
	Iteration 7F: 3 clusters Score -255988.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -256312.609375 Penalty: 3803.606201
	Iteration 8Q: 3 clusters Score -256312.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -256404.593750 Penalty: 3803.606201
	Iteration 9Q: 3 clusters Score -256404.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -256411.765625 Penalty: 3803.606201
	Iteration 10Q: 3 clusters Score -256411.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -256411.984375 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -256412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -256413.312500 Penalty: 3803.606201
	Iteration 12Q: 3 clusters Score -256413.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -256413.859375 Penalty: 3803.606201
	Iteration 13Q: 3 clusters Score -256413.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -256413.859375 Penalty: 3803.606201
	Iteration 14F: 3 clusters Score -256413.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96118 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 30283 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36007 members 
Mstep: Class 7 contains 25228 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172515 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278019 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178200 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49960 members 
Mstep: Class 20 contains 43353 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 992 members 
Entering Unmasked Estep 
Score: -119293416.000000 Penalty: 75182.937500
Splitting cluster 3 changes total score from -119294424.000000 to -119293416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (30283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Entering Unmasked Estep 
Score: -3864056.500000 Penalty: 2558.948975
	Iteration 0F: 2 clusters Score -3864056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3843354.000000 Penalty: 5117.897949
	Iteration 0F: 3 clusters Score -3843354 nChanged 13639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3850745.750000 Penalty: 5117.897949
	Iteration 1F: 3 clusters Score -3850746 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3851311.250000 Penalty: 5117.897949
	Iteration 2Q: 3 clusters Score -3851311 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -3851832.000000 Penalty: 5117.897949
	Iteration 3Q: 3 clusters Score -3851832 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3852411.500000 Penalty: 5117.897949
	Iteration 4Q: 3 clusters Score -3852412 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -3853011.500000 Penalty: 5117.897949
	Iteration 5Q: 3 clusters Score -3853012 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -3853685.750000 Penalty: 5117.897949
	Iteration 6Q: 3 clusters Score -3853686 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3854576.250000 Penalty: 5117.897949
	Iteration 7Q: 3 clusters Score -3854576 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -3855726.250000 Penalty: 5117.897949
	Iteration 8F: 3 clusters Score -3855726 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3856920.250000 Penalty: 5117.897949
	Iteration 9F: 3 clusters Score -3856920 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3857849.750000 Penalty: 5117.897949
	Iteration 10F: 3 clusters Score -3857850 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -3858392.250000 Penalty: 5117.897949
	Iteration 11Q: 3 clusters Score -3858392 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -3858661.250000 Penalty: 5117.897949
	Iteration 12Q: 3 clusters Score -3858661 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -3858805.000000 Penalty: 5117.897949
	Iteration 13Q: 3 clusters Score -3858805 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -3858909.250000 Penalty: 5117.897949
	Iteration 14Q: 3 clusters Score -3858909 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3858985.500000 Penalty: 5117.897949
	Iteration 15Q: 3 clusters Score -3858986 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -3859062.250000 Penalty: 5117.897949
	Iteration 16Q: 3 clusters Score -3859062 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3859116.000000 Penalty: 5117.897949
	Iteration 17Q: 3 clusters Score -3859116 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -3859186.000000 Penalty: 5117.897949
	Iteration 18Q: 3 clusters Score -3859186 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3859223.750000 Penalty: 5117.897949
	Iteration 19Q: 3 clusters Score -3859224 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3859248.250000 Penalty: 5117.897949
	Iteration 20F: 3 clusters Score -3859248 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -3859305.000000 Penalty: 5117.897949
	Iteration 21Q: 3 clusters Score -3859305 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -3859337.000000 Penalty: 5117.897949
	Iteration 22Q: 3 clusters Score -3859337 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -3859346.500000 Penalty: 5117.897949
	Iteration 23Q: 3 clusters Score -3859346 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -3859392.250000 Penalty: 5117.897949
	Iteration 24Q: 3 clusters Score -3859392 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -3859429.000000 Penalty: 5117.897949
	Iteration 25Q: 3 clusters Score -3859429 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -3859449.000000 Penalty: 5117.897949
	Iteration 26Q: 3 clusters Score -3859449 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -3859461.000000 Penalty: 5117.897949
	Iteration 27Q: 3 clusters Score -3859461 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -3859483.750000 Penalty: 5117.897949
	Iteration 28Q: 3 clusters Score -3859484 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -3859493.500000 Penalty: 5117.897949
	Iteration 29Q: 3 clusters Score -3859494 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -3859514.000000 Penalty: 5117.897949
	Iteration 30Q: 3 clusters Score -3859514 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -3859538.000000 Penalty: 5117.897949
	Iteration 31Q: 3 clusters Score -3859538 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -3859579.250000 Penalty: 5117.897949
	Iteration 32Q: 3 clusters Score -3859579 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -3859583.000000 Penalty: 5117.897949
	Iteration 33Q: 3 clusters Score -3859583 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -3859599.750000 Penalty: 5117.897949
	Iteration 34Q: 3 clusters Score -3859600 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -3859629.000000 Penalty: 5117.897949
	Iteration 35Q: 3 clusters Score -3859629 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -3859660.250000 Penalty: 5117.897949
	Iteration 36Q: 3 clusters Score -3859660 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -3859669.000000 Penalty: 5117.897949
	Iteration 37Q: 3 clusters Score -3859669 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -3859690.500000 Penalty: 5117.897949
	Iteration 38Q: 3 clusters Score -3859690 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -3859719.500000 Penalty: 5117.897949
	Iteration 39Q: 3 clusters Score -3859720 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -3859729.500000 Penalty: 5117.897949
	Iteration 40F: 3 clusters Score -3859730 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -3859732.500000 Penalty: 5117.897949
	Iteration 41Q: 3 clusters Score -3859732 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -3859744.750000 Penalty: 5117.897949
	Iteration 42Q: 3 clusters Score -3859745 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -3859775.500000 Penalty: 5117.897949
	Iteration 43Q: 3 clusters Score -3859776 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -3859785.500000 Penalty: 5117.897949
	Iteration 44Q: 3 clusters Score -3859786 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -3859804.500000 Penalty: 5117.897949
	Iteration 45Q: 3 clusters Score -3859804 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -3859821.500000 Penalty: 5117.897949
	Iteration 46Q: 3 clusters Score -3859822 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3859842.750000 Penalty: 5117.897949
	Iteration 47Q: 3 clusters Score -3859843 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -3859872.750000 Penalty: 5117.897949
	Iteration 48Q: 3 clusters Score -3859873 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -3859915.750000 Penalty: 5117.897949
	Iteration 49Q: 3 clusters Score -3859916 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -3859927.250000 Penalty: 5117.897949
	Iteration 50Q: 3 clusters Score -3859927 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3859940.750000 Penalty: 5117.897949
	Iteration 51Q: 3 clusters Score -3859941 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -3859971.500000 Penalty: 5117.897949
	Iteration 52Q: 3 clusters Score -3859972 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3860023.500000 Penalty: 5117.897949
	Iteration 53Q: 3 clusters Score -3860024 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -3860052.500000 Penalty: 5117.897949
	Iteration 54Q: 3 clusters Score -3860052 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -3860098.750000 Penalty: 5117.897949
	Iteration 55Q: 3 clusters Score -3860099 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -3860130.000000 Penalty: 5117.897949
	Iteration 56Q: 3 clusters Score -3860130 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -3860174.000000 Penalty: 5117.897949
	Iteration 57Q: 3 clusters Score -3860174 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -3860220.000000 Penalty: 5117.897949
	Iteration 58Q: 3 clusters Score -3860220 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -3860274.750000 Penalty: 5117.897949
	Iteration 59Q: 3 clusters Score -3860275 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -3860306.750000 Penalty: 5117.897949
	Iteration 60F: 3 clusters Score -3860307 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -3860358.750000 Penalty: 5117.897949
	Iteration 61Q: 3 clusters Score -3860359 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3860435.000000 Penalty: 5117.897949
	Iteration 62Q: 3 clusters Score -3860435 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -3860488.250000 Penalty: 5117.897949
	Iteration 63Q: 3 clusters Score -3860488 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -3860533.750000 Penalty: 5117.897949
	Iteration 64Q: 3 clusters Score -3860534 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -3860607.000000 Penalty: 5117.897949
	Iteration 65Q: 3 clusters Score -3860607 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3860646.000000 Penalty: 5117.897949
	Iteration 66Q: 3 clusters Score -3860646 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -3860704.500000 Penalty: 5117.897949
	Iteration 67Q: 3 clusters Score -3860704 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -3860773.000000 Penalty: 5117.897949
	Iteration 68Q: 3 clusters Score -3860773 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3860836.000000 Penalty: 5117.897949
	Iteration 69Q: 3 clusters Score -3860836 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -3860893.000000 Penalty: 5117.897949
	Iteration 70Q: 3 clusters Score -3860893 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -3860950.250000 Penalty: 5117.897949
	Iteration 71Q: 3 clusters Score -3860950 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -3861018.750000 Penalty: 5117.897949
	Iteration 72Q: 3 clusters Score -3861019 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -3861095.750000 Penalty: 5117.897949
	Iteration 73Q: 3 clusters Score -3861096 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -3861156.750000 Penalty: 5117.897949
	Iteration 74Q: 3 clusters Score -3861157 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -3861220.250000 Penalty: 5117.897949
	Iteration 75Q: 3 clusters Score -3861220 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -3861274.000000 Penalty: 5117.897949
	Iteration 76Q: 3 clusters Score -3861274 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -3861339.250000 Penalty: 5117.897949
	Iteration 77Q: 3 clusters Score -3861339 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3861375.750000 Penalty: 5117.897949
	Iteration 78Q: 3 clusters Score -3861376 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -3861422.500000 Penalty: 5117.897949
	Iteration 79Q: 3 clusters Score -3861422 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -3861456.750000 Penalty: 5117.897949
	Iteration 80F: 3 clusters Score -3861457 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -3861480.750000 Penalty: 5117.897949
	Iteration 81Q: 3 clusters Score -3861481 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3861514.500000 Penalty: 5117.897949
	Iteration 82Q: 3 clusters Score -3861514 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3861535.000000 Penalty: 5117.897949
	Iteration 83Q: 3 clusters Score -3861535 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -3861563.000000 Penalty: 5117.897949
	Iteration 84Q: 3 clusters Score -3861563 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3861589.250000 Penalty: 5117.897949
	Iteration 85Q: 3 clusters Score -3861589 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -3861613.250000 Penalty: 5117.897949
	Iteration 86Q: 3 clusters Score -3861613 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -3861637.250000 Penalty: 5117.897949
	Iteration 87Q: 3 clusters Score -3861637 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -3861645.250000 Penalty: 5117.897949
	Iteration 88Q: 3 clusters Score -3861645 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -3861663.250000 Penalty: 5117.897949
	Iteration 89Q: 3 clusters Score -3861663 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -3861670.750000 Penalty: 5117.897949
	Iteration 90Q: 3 clusters Score -3861671 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -3861695.250000 Penalty: 5117.897949
	Iteration 91Q: 3 clusters Score -3861695 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -3861706.000000 Penalty: 5117.897949
	Iteration 92Q: 3 clusters Score -3861706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -3861712.750000 Penalty: 5117.897949
	Iteration 93Q: 3 clusters Score -3861713 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -3861724.000000 Penalty: 5117.897949
	Iteration 94Q: 3 clusters Score -3861724 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -3861739.000000 Penalty: 5117.897949
	Iteration 95Q: 3 clusters Score -3861739 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -3861756.000000 Penalty: 5117.897949
	Iteration 96Q: 3 clusters Score -3861756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -3861784.250000 Penalty: 5117.897949
	Iteration 97Q: 3 clusters Score -3861784 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3861803.000000 Penalty: 5117.897949
	Iteration 98Q: 3 clusters Score -3861803 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -3861820.500000 Penalty: 5117.897949
	Iteration 99Q: 3 clusters Score -3861820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -3861833.250000 Penalty: 5117.897949
	Iteration 100F: 3 clusters Score -3861833 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -3861854.250000 Penalty: 5117.897949
	Iteration 101Q: 3 clusters Score -3861854 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -3861864.500000 Penalty: 5117.897949
	Iteration 102Q: 3 clusters Score -3861864 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -3861879.250000 Penalty: 5117.897949
	Iteration 103Q: 3 clusters Score -3861879 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -3861892.750000 Penalty: 5117.897949
	Iteration 104Q: 3 clusters Score -3861893 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -3861911.750000 Penalty: 5117.897949
	Iteration 105Q: 3 clusters Score -3861912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -3861923.500000 Penalty: 5117.897949
	Iteration 106Q: 3 clusters Score -3861924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -3861938.250000 Penalty: 5117.897949
	Iteration 107Q: 3 clusters Score -3861938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -3861946.250000 Penalty: 5117.897949
	Iteration 108Q: 3 clusters Score -3861946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -3861953.250000 Penalty: 5117.897949
	Iteration 109Q: 3 clusters Score -3861953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -3861961.750000 Penalty: 5117.897949
	Iteration 110Q: 3 clusters Score -3861962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -3861972.750000 Penalty: 5117.897949
	Iteration 111Q: 3 clusters Score -3861973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -3861970.500000 Penalty: 5117.897949
	Iteration 112Q: 3 clusters Score -3861970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -3861966.250000 Penalty: 5117.897949
	Iteration 113Q: 3 clusters Score -3861966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -3861979.000000 Penalty: 5117.897949
	Iteration 114Q: 3 clusters Score -3861979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -3861974.500000 Penalty: 5117.897949
	Iteration 115Q: 3 clusters Score -3861974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -3861972.750000 Penalty: 5117.897949
	Iteration 116Q: 3 clusters Score -3861973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -3861972.250000 Penalty: 5117.897949
	Iteration 117Q: 3 clusters Score -3861972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -3861976.000000 Penalty: 5117.897949
	Iteration 118Q: 3 clusters Score -3861976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -3861979.000000 Penalty: 5117.897949
	Iteration 119Q: 3 clusters Score -3861979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -3861979.250000 Penalty: 5117.897949
	Iteration 120F: 3 clusters Score -3861979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -3861978.000000 Penalty: 5117.897949
	Iteration 121Q: 3 clusters Score -3861978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -3861980.250000 Penalty: 5117.897949
	Iteration 122Q: 3 clusters Score -3861980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -3861976.250000 Penalty: 5117.897949
	Iteration 123Q: 3 clusters Score -3861976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -3861977.500000 Penalty: 5117.897949
	Iteration 124Q: 3 clusters Score -3861978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -3861975.000000 Penalty: 5117.897949
	Iteration 125Q: 3 clusters Score -3861975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -3861975.000000 Penalty: 5117.897949
	Iteration 126F: 3 clusters Score -3861975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Entering Unmasked Estep 
Score: -4224203.500000 Penalty: 2581.112305
	Iteration 0F: 2 clusters Score -4224204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -4201484.500000 Penalty: 5162.224609
	Iteration 0F: 3 clusters Score -4201484 nChanged 15057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -4209742.500000 Penalty: 5162.224609
	Iteration 1F: 3 clusters Score -4209742 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -4210371.500000 Penalty: 5162.224609
	Iteration 2Q: 3 clusters Score -4210372 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -4211099.000000 Penalty: 5162.224609
	Iteration 3Q: 3 clusters Score -4211099 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -4211900.500000 Penalty: 5162.224609
	Iteration 4Q: 3 clusters Score -4211900 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -4212707.500000 Penalty: 5162.224609
	Iteration 5Q: 3 clusters Score -4212708 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -4213594.500000 Penalty: 5162.224609
	Iteration 6Q: 3 clusters Score -4213594 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -4214481.000000 Penalty: 5162.224609
	Iteration 7Q: 3 clusters Score -4214481 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -4215398.000000 Penalty: 5162.224609
	Iteration 8Q: 3 clusters Score -4215398 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -4216246.000000 Penalty: 5162.224609
	Iteration 9Q: 3 clusters Score -4216246 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -4217053.500000 Penalty: 5162.224609
	Iteration 10Q: 3 clusters Score -4217054 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -4217737.000000 Penalty: 5162.224609
	Iteration 11Q: 3 clusters Score -4217737 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -4218270.000000 Penalty: 5162.224609
	Iteration 12Q: 3 clusters Score -4218270 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -4218659.000000 Penalty: 5162.224609
	Iteration 13Q: 3 clusters Score -4218659 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -4218896.000000 Penalty: 5162.224609
	Iteration 14Q: 3 clusters Score -4218896 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -4219016.500000 Penalty: 5162.224609
	Iteration 15Q: 3 clusters Score -4219016 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -4219130.000000 Penalty: 5162.224609
	Iteration 16Q: 3 clusters Score -4219130 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -4219210.000000 Penalty: 5162.224609
	Iteration 17Q: 3 clusters Score -4219210 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -4219295.000000 Penalty: 5162.224609
	Iteration 18Q: 3 clusters Score -4219295 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -4219349.000000 Penalty: 5162.224609
	Iteration 19Q: 3 clusters Score -4219349 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -4219393.500000 Penalty: 5162.224609
	Iteration 20F: 3 clusters Score -4219394 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -4219448.000000 Penalty: 5162.224609
	Iteration 21Q: 3 clusters Score -4219448 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -4219519.500000 Penalty: 5162.224609
	Iteration 22Q: 3 clusters Score -4219520 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -4219573.000000 Penalty: 5162.224609
	Iteration 23Q: 3 clusters Score -4219573 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -4219649.500000 Penalty: 5162.224609
	Iteration 24Q: 3 clusters Score -4219650 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -4219697.000000 Penalty: 5162.224609
	Iteration 25Q: 3 clusters Score -4219697 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -4219779.000000 Penalty: 5162.224609
	Iteration 26Q: 3 clusters Score -4219779 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -4219859.000000 Penalty: 5162.224609
	Iteration 27Q: 3 clusters Score -4219859 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -4219949.500000 Penalty: 5162.224609
	Iteration 28Q: 3 clusters Score -4219950 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -4220047.500000 Penalty: 5162.224609
	Iteration 29Q: 3 clusters Score -4220048 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -4220130.000000 Penalty: 5162.224609
	Iteration 30Q: 3 clusters Score -4220130 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -4220211.000000 Penalty: 5162.224609
	Iteration 31Q: 3 clusters Score -4220211 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -4220294.000000 Penalty: 5162.224609
	Iteration 32Q: 3 clusters Score -4220294 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -4220380.500000 Penalty: 5162.224609
	Iteration 33Q: 3 clusters Score -4220380 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -4220463.500000 Penalty: 5162.224609
	Iteration 34Q: 3 clusters Score -4220464 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -4220532.000000 Penalty: 5162.224609
	Iteration 35Q: 3 clusters Score -4220532 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -4220629.500000 Penalty: 5162.224609
	Iteration 36Q: 3 clusters Score -4220630 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -4220734.500000 Penalty: 5162.224609
	Iteration 37Q: 3 clusters Score -4220734 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -4220820.500000 Penalty: 5162.224609
	Iteration 38Q: 3 clusters Score -4220820 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -4220912.000000 Penalty: 5162.224609
	Iteration 39Q: 3 clusters Score -4220912 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4221008.000000 Penalty: 5162.224609
	Iteration 40F: 3 clusters Score -4221008 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -4221113.500000 Penalty: 5162.224609
	Iteration 41Q: 3 clusters Score -4221114 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -4221202.000000 Penalty: 5162.224609
	Iteration 42Q: 3 clusters Score -4221202 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4221249.000000 Penalty: 5162.224609
	Iteration 43Q: 3 clusters Score -4221249 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4221312.000000 Penalty: 5162.224609
	Iteration 44Q: 3 clusters Score -4221312 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4221387.500000 Penalty: 5162.224609
	Iteration 45Q: 3 clusters Score -4221388 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4221464.500000 Penalty: 5162.224609
	Iteration 46Q: 3 clusters Score -4221464 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4221541.500000 Penalty: 5162.224609
	Iteration 47Q: 3 clusters Score -4221542 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4221602.500000 Penalty: 5162.224609
	Iteration 48Q: 3 clusters Score -4221602 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4221661.000000 Penalty: 5162.224609
	Iteration 49Q: 3 clusters Score -4221661 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4221698.000000 Penalty: 5162.224609
	Iteration 50Q: 3 clusters Score -4221698 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4221728.000000 Penalty: 5162.224609
	Iteration 51Q: 3 clusters Score -4221728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4221754.500000 Penalty: 5162.224609
	Iteration 52Q: 3 clusters Score -4221754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4221771.000000 Penalty: 5162.224609
	Iteration 53Q: 3 clusters Score -4221771 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4221786.500000 Penalty: 5162.224609
	Iteration 54Q: 3 clusters Score -4221786 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4221807.000000 Penalty: 5162.224609
	Iteration 55Q: 3 clusters Score -4221807 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4221834.000000 Penalty: 5162.224609
	Iteration 56Q: 3 clusters Score -4221834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4221856.500000 Penalty: 5162.224609
	Iteration 57Q: 3 clusters Score -4221856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4221858.500000 Penalty: 5162.224609
	Iteration 58Q: 3 clusters Score -4221858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4221869.500000 Penalty: 5162.224609
	Iteration 59Q: 3 clusters Score -4221870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4221874.500000 Penalty: 5162.224609
	Iteration 60F: 3 clusters Score -4221874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4221886.000000 Penalty: 5162.224609
	Iteration 61Q: 3 clusters Score -4221886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4221886.500000 Penalty: 5162.224609
	Iteration 62Q: 3 clusters Score -4221886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4221895.500000 Penalty: 5162.224609
	Iteration 63Q: 3 clusters Score -4221896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4221912.000000 Penalty: 5162.224609
	Iteration 64Q: 3 clusters Score -4221912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4221917.000000 Penalty: 5162.224609
	Iteration 65Q: 3 clusters Score -4221917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4221925.000000 Penalty: 5162.224609
	Iteration 66Q: 3 clusters Score -4221925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4221933.000000 Penalty: 5162.224609
	Iteration 67Q: 3 clusters Score -4221933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4221938.500000 Penalty: 5162.224609
	Iteration 68Q: 3 clusters Score -4221938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4221950.000000 Penalty: 5162.224609
	Iteration 69Q: 3 clusters Score -4221950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4221948.500000 Penalty: 5162.224609
	Iteration 70Q: 3 clusters Score -4221948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4221948.000000 Penalty: 5162.224609
	Iteration 71Q: 3 clusters Score -4221948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4221951.500000 Penalty: 5162.224609
	Iteration 72Q: 3 clusters Score -4221952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4221953.500000 Penalty: 5162.224609
	Iteration 73Q: 3 clusters Score -4221954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4221952.000000 Penalty: 5162.224609
	Iteration 74Q: 3 clusters Score -4221952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4221959.000000 Penalty: 5162.224609
	Iteration 75Q: 3 clusters Score -4221959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4221959.000000 Penalty: 5162.224609
	Iteration 76Q: 3 clusters Score -4221959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4221969.000000 Penalty: 5162.224609
	Iteration 77Q: 3 clusters Score -4221969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4221967.500000 Penalty: 5162.224609
	Iteration 78Q: 3 clusters Score -4221968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4221969.500000 Penalty: 5162.224609
	Iteration 79Q: 3 clusters Score -4221970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4221971.500000 Penalty: 5162.224609
	Iteration 80F: 3 clusters Score -4221972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4221968.000000 Penalty: 5162.224609
	Iteration 81Q: 3 clusters Score -4221968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4221971.500000 Penalty: 5162.224609
	Iteration 82Q: 3 clusters Score -4221972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4221974.000000 Penalty: 5162.224609
	Iteration 83Q: 3 clusters Score -4221974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4221972.000000 Penalty: 5162.224609
	Iteration 84Q: 3 clusters Score -4221972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4221973.500000 Penalty: 5162.224609
	Iteration 85Q: 3 clusters Score -4221974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4221973.000000 Penalty: 5162.224609
	Iteration 86Q: 3 clusters Score -4221973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4221973.000000 Penalty: 5162.224609
	Iteration 87F: 3 clusters Score -4221973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Entering Unmasked Estep 
Score: -4593893.000000 Penalty: 2601.884277
	Iteration 0F: 2 clusters Score -4593893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -4569477.500000 Penalty: 5203.768555
	Iteration 0F: 3 clusters Score -4569478 nChanged 16451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -4578653.500000 Penalty: 5203.768555
	Iteration 1F: 3 clusters Score -4578654 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -4579367.000000 Penalty: 5203.768555
	Iteration 2Q: 3 clusters Score -4579367 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -4580244.500000 Penalty: 5203.768555
	Iteration 3Q: 3 clusters Score -4580244 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -4581213.500000 Penalty: 5203.768555
	Iteration 4Q: 3 clusters Score -4581214 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -4582391.000000 Penalty: 5203.768555
	Iteration 5F: 3 clusters Score -4582391 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -4583780.000000 Penalty: 5203.768555
	Iteration 6F: 3 clusters Score -4583780 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -4585260.000000 Penalty: 5203.768555
	Iteration 7F: 3 clusters Score -4585260 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -4586862.000000 Penalty: 5203.768555
	Iteration 8F: 3 clusters Score -4586862 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -4588228.000000 Penalty: 5203.768555
	Iteration 9Q: 3 clusters Score -4588228 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -4589379.500000 Penalty: 5203.768555
	Iteration 10Q: 3 clusters Score -4589380 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -4590146.500000 Penalty: 5203.768555
	Iteration 11Q: 3 clusters Score -4590146 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -4590684.000000 Penalty: 5203.768555
	Iteration 12Q: 3 clusters Score -4590684 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -4590966.000000 Penalty: 5203.768555
	Iteration 13Q: 3 clusters Score -4590966 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -4591188.500000 Penalty: 5203.768555
	Iteration 14Q: 3 clusters Score -4591188 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -4591319.000000 Penalty: 5203.768555
	Iteration 15Q: 3 clusters Score -4591319 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -4591404.000000 Penalty: 5203.768555
	Iteration 16Q: 3 clusters Score -4591404 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -4591466.000000 Penalty: 5203.768555
	Iteration 17Q: 3 clusters Score -4591466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -4591490.500000 Penalty: 5203.768555
	Iteration 18Q: 3 clusters Score -4591490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -4591521.000000 Penalty: 5203.768555
	Iteration 19Q: 3 clusters Score -4591521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -4591551.500000 Penalty: 5203.768555
	Iteration 20F: 3 clusters Score -4591552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -4591567.000000 Penalty: 5203.768555
	Iteration 21Q: 3 clusters Score -4591567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -4591584.500000 Penalty: 5203.768555
	Iteration 22Q: 3 clusters Score -4591584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -4591596.000000 Penalty: 5203.768555
	Iteration 23Q: 3 clusters Score -4591596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -4591603.500000 Penalty: 5203.768555
	Iteration 24Q: 3 clusters Score -4591604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -4591610.500000 Penalty: 5203.768555
	Iteration 25Q: 3 clusters Score -4591610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -4591624.000000 Penalty: 5203.768555
	Iteration 26Q: 3 clusters Score -4591624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -4591632.500000 Penalty: 5203.768555
	Iteration 27Q: 3 clusters Score -4591632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -4591645.000000 Penalty: 5203.768555
	Iteration 28Q: 3 clusters Score -4591645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -4591659.000000 Penalty: 5203.768555
	Iteration 29Q: 3 clusters Score -4591659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -4591668.500000 Penalty: 5203.768555
	Iteration 30Q: 3 clusters Score -4591668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -4591666.500000 Penalty: 5203.768555
	Iteration 31Q: 3 clusters Score -4591666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -4591677.500000 Penalty: 5203.768555
	Iteration 32Q: 3 clusters Score -4591678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -4591681.000000 Penalty: 5203.768555
	Iteration 33Q: 3 clusters Score -4591681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -4591681.500000 Penalty: 5203.768555
	Iteration 34Q: 3 clusters Score -4591682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -4591681.000000 Penalty: 5203.768555
	Iteration 35Q: 3 clusters Score -4591681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -4591679.500000 Penalty: 5203.768555
	Iteration 36Q: 3 clusters Score -4591680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -4591679.500000 Penalty: 5203.768555
	Iteration 37F: 3 clusters Score -4591680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Entering Unmasked Estep 
Score: -3054759.000000 Penalty: 2513.656006
	Iteration 0F: 2 clusters Score -3054759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -3037272.750000 Penalty: 5027.312012
	Iteration 0F: 3 clusters Score -3037273 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3043165.000000 Penalty: 5027.312012
	Iteration 1F: 3 clusters Score -3043165 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3043627.750000 Penalty: 5027.312012
	Iteration 2Q: 3 clusters Score -3043628 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3044088.750000 Penalty: 5027.312012
	Iteration 3Q: 3 clusters Score -3044089 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3044566.500000 Penalty: 5027.312012
	Iteration 4Q: 3 clusters Score -3044566 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3045097.500000 Penalty: 5027.312012
	Iteration 5Q: 3 clusters Score -3045098 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3045708.500000 Penalty: 5027.312012
	Iteration 6Q: 3 clusters Score -3045708 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3046491.750000 Penalty: 5027.312012
	Iteration 7Q: 3 clusters Score -3046492 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -3047534.250000 Penalty: 5027.312012
	Iteration 8F: 3 clusters Score -3047534 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -3048792.750000 Penalty: 5027.312012
	Iteration 9F: 3 clusters Score -3048793 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3049855.000000 Penalty: 5027.312012
	Iteration 10F: 3 clusters Score -3049855 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3050688.000000 Penalty: 5027.312012
	Iteration 11F: 3 clusters Score -3050688 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -3051281.500000 Penalty: 5027.312012
	Iteration 12Q: 3 clusters Score -3051282 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -3051746.000000 Penalty: 5027.312012
	Iteration 13Q: 3 clusters Score -3051746 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -3052093.250000 Penalty: 5027.312012
	Iteration 14Q: 3 clusters Score -3052093 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -3052349.750000 Penalty: 5027.312012
	Iteration 15Q: 3 clusters Score -3052350 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -3052517.750000 Penalty: 5027.312012
	Iteration 16Q: 3 clusters Score -3052518 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -3052585.000000 Penalty: 5027.312012
	Iteration 17Q: 3 clusters Score -3052585 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3052620.500000 Penalty: 5027.312012
	Iteration 18Q: 3 clusters Score -3052620 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -3052663.000000 Penalty: 5027.312012
	Iteration 19Q: 3 clusters Score -3052663 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -3052684.250000 Penalty: 5027.312012
	Iteration 20F: 3 clusters Score -3052684 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3052692.750000 Penalty: 5027.312012
	Iteration 21Q: 3 clusters Score -3052693 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -3052724.000000 Penalty: 5027.312012
	Iteration 22Q: 3 clusters Score -3052724 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3052730.500000 Penalty: 5027.312012
	Iteration 23Q: 3 clusters Score -3052730 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -3052743.000000 Penalty: 5027.312012
	Iteration 24Q: 3 clusters Score -3052743 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -3052748.500000 Penalty: 5027.312012
	Iteration 25Q: 3 clusters Score -3052748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -3052744.500000 Penalty: 5027.312012
	Iteration 26Q: 3 clusters Score -3052744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -3052752.250000 Penalty: 5027.312012
	Iteration 27Q: 3 clusters Score -3052752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3052748.500000 Penalty: 5027.312012
	Iteration 28Q: 3 clusters Score -3052748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -3052758.250000 Penalty: 5027.312012
	Iteration 29Q: 3 clusters Score -3052758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3052768.000000 Penalty: 5027.312012
	Iteration 30Q: 3 clusters Score -3052768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -3052765.000000 Penalty: 5027.312012
	Iteration 31Q: 3 clusters Score -3052765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3052768.750000 Penalty: 5027.312012
	Iteration 32Q: 3 clusters Score -3052769 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -3052771.500000 Penalty: 5027.312012
	Iteration 33Q: 3 clusters Score -3052772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -3052773.250000 Penalty: 5027.312012
	Iteration 34Q: 3 clusters Score -3052773 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -3052777.250000 Penalty: 5027.312012
	Iteration 35Q: 3 clusters Score -3052777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -3052787.000000 Penalty: 5027.312012
	Iteration 36Q: 3 clusters Score -3052787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -3052783.250000 Penalty: 5027.312012
	Iteration 37Q: 3 clusters Score -3052783 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -3052790.500000 Penalty: 5027.312012
	Iteration 38Q: 3 clusters Score -3052790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -3052787.750000 Penalty: 5027.312012
	Iteration 39Q: 3 clusters Score -3052788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -3052785.500000 Penalty: 5027.312012
	Iteration 40F: 3 clusters Score -3052786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -3052786.250000 Penalty: 5027.312012
	Iteration 41Q: 3 clusters Score -3052786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -3052786.000000 Penalty: 5027.312012
	Iteration 42Q: 3 clusters Score -3052786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -3052787.500000 Penalty: 5027.312012
	Iteration 43Q: 3 clusters Score -3052788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -3052788.500000 Penalty: 5027.312012
	Iteration 44Q: 3 clusters Score -3052788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -3052789.500000 Penalty: 5027.312012
	Iteration 45Q: 3 clusters Score -3052790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -3052795.000000 Penalty: 5027.312012
	Iteration 46Q: 3 clusters Score -3052795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -3052797.500000 Penalty: 5027.312012
	Iteration 47Q: 3 clusters Score -3052798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -3052799.750000 Penalty: 5027.312012
	Iteration 48Q: 3 clusters Score -3052800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3052797.500000 Penalty: 5027.312012
	Iteration 49Q: 3 clusters Score -3052798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -3052806.000000 Penalty: 5027.312012
	Iteration 50Q: 3 clusters Score -3052806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -3052805.250000 Penalty: 5027.312012
	Iteration 51Q: 3 clusters Score -3052805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -3052803.500000 Penalty: 5027.312012
	Iteration 52Q: 3 clusters Score -3052804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -3052805.750000 Penalty: 5027.312012
	Iteration 53Q: 3 clusters Score -3052806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -3052801.250000 Penalty: 5027.312012
	Iteration 54Q: 3 clusters Score -3052801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -3052804.000000 Penalty: 5027.312012
	Iteration 55Q: 3 clusters Score -3052804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -3052804.000000 Penalty: 5027.312012
	Iteration 56F: 3 clusters Score -3052804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -349504.375000 Penalty: 1977.598877
	Iteration 0F: 2 clusters Score -349504.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -346266.625000 Penalty: 3955.197754
	Iteration 0F: 3 clusters Score -346266.6 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -346916.343750 Penalty: 3955.197754
	Iteration 1F: 3 clusters Score -346916.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -347123.593750 Penalty: 3955.197754
	Iteration 2F: 3 clusters Score -347123.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -347261.968750 Penalty: 3955.197754
	Iteration 3F: 3 clusters Score -347262 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -347372.281250 Penalty: 3955.197754
	Iteration 4Q: 3 clusters Score -347372.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -347439.875000 Penalty: 3955.197754
	Iteration 5Q: 3 clusters Score -347439.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -347478.468750 Penalty: 3955.197754
	Iteration 6Q: 3 clusters Score -347478.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -347507.500000 Penalty: 3955.197754
	Iteration 7Q: 3 clusters Score -347507.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -347534.218750 Penalty: 3955.197754
	Iteration 8Q: 3 clusters Score -347534.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -347559.125000 Penalty: 3955.197754
	Iteration 9Q: 3 clusters Score -347559.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -347576.281250 Penalty: 3955.197754
	Iteration 10Q: 3 clusters Score -347576.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -347595.656250 Penalty: 3955.197754
	Iteration 11Q: 3 clusters Score -347595.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -347612.593750 Penalty: 3955.197754
	Iteration 12Q: 3 clusters Score -347612.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -347631.468750 Penalty: 3955.197754
	Iteration 13Q: 3 clusters Score -347631.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -347647.437500 Penalty: 3955.197754
	Iteration 14Q: 3 clusters Score -347647.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -347661.531250 Penalty: 3955.197754
	Iteration 15Q: 3 clusters Score -347661.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -347675.468750 Penalty: 3955.197754
	Iteration 16Q: 3 clusters Score -347675.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -347686.375000 Penalty: 3955.197754
	Iteration 17Q: 3 clusters Score -347686.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -347694.500000 Penalty: 3955.197754
	Iteration 18Q: 3 clusters Score -347694.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -347704.812500 Penalty: 3955.197754
	Iteration 19Q: 3 clusters Score -347704.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -347717.218750 Penalty: 3955.197754
	Iteration 20F: 3 clusters Score -347717.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -347729.375000 Penalty: 3955.197754
	Iteration 21Q: 3 clusters Score -347729.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -347744.406250 Penalty: 3955.197754
	Iteration 22Q: 3 clusters Score -347744.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -347756.156250 Penalty: 3955.197754
	Iteration 23Q: 3 clusters Score -347756.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -347772.968750 Penalty: 3955.197754
	Iteration 24Q: 3 clusters Score -347773 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -347795.281250 Penalty: 3955.197754
	Iteration 25Q: 3 clusters Score -347795.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -347833.093750 Penalty: 3955.197754
	Iteration 26Q: 3 clusters Score -347833.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -347870.781250 Penalty: 3955.197754
	Iteration 27Q: 3 clusters Score -347870.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -347918.156250 Penalty: 3955.197754
	Iteration 28Q: 3 clusters Score -347918.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -347985.187500 Penalty: 3955.197754
	Iteration 29Q: 3 clusters Score -347985.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -348108.031250 Penalty: 3955.197754
	Iteration 30Q: 3 clusters Score -348108 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -348258.062500 Penalty: 3955.197754
	Iteration 31Q: 3 clusters Score -348258.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -348516.718750 Penalty: 3955.197754
	Iteration 32Q: 3 clusters Score -348516.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -348908.281250 Penalty: 3955.197754
	Iteration 33Q: 3 clusters Score -348908.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -349354.781250 Penalty: 3955.197754
	Iteration 34Q: 3 clusters Score -349354.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -349605.312500 Penalty: 3955.197754
	Iteration 35Q: 3 clusters Score -349605.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -349760.656250 Penalty: 3955.197754
	Iteration 36Q: 3 clusters Score -349760.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -349882.031250 Penalty: 3955.197754
	Iteration 37Q: 3 clusters Score -349882 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -350020.125000 Penalty: 3955.197754
	Iteration 38Q: 3 clusters Score -350020.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -350087.562500 Penalty: 3955.197754
	Iteration 39Q: 3 clusters Score -350087.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -350137.937500 Penalty: 3955.197754
	Iteration 40F: 3 clusters Score -350137.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -350160.218750 Penalty: 3955.197754
	Iteration 41Q: 3 clusters Score -350160.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -350172.000000 Penalty: 3955.197754
	Iteration 42Q: 3 clusters Score -350172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -350175.218750 Penalty: 3955.197754
	Iteration 43Q: 3 clusters Score -350175.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -350177.937500 Penalty: 3955.197754
	Iteration 44Q: 3 clusters Score -350177.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -350180.281250 Penalty: 3955.197754
	Iteration 45Q: 3 clusters Score -350180.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -350183.562500 Penalty: 3955.197754
	Iteration 46Q: 3 clusters Score -350183.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -350185.062500 Penalty: 3955.197754
	Iteration 47Q: 3 clusters Score -350185.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -350185.375000 Penalty: 3955.197754
	Iteration 48Q: 3 clusters Score -350185.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -350186.062500 Penalty: 3955.197754
	Iteration 49Q: 3 clusters Score -350186.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -350186.062500 Penalty: 3955.197754
	Iteration 50F: 3 clusters Score -350186.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96118 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30283 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36007 members 
Mstep: Class 7 contains 25228 members 
Mstep: Class 8 contains 1365 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172515 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278019 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178200 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49960 members 
Mstep: Class 20 contains 43353 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 1540 members 
Entering Unmasked Estep 
Score: -119293544.000000 Penalty: 75182.937500
Splitting cluster 8 changes total score from -119294424.000000 to -119293544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -36908.902344 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -36908.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35657.304688 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -35657.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36036.636719 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -36036.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36275.308594 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -36275.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -36472.695312 Penalty: 2986.427490
	Iteration 3F: 3 clusters Score -36472.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36616.804688 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -36616.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36752.101562 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -36752.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36833.121094 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -36833.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -36886.785156 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -36886.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36948.886719 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -36948.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -37020.332031 Penalty: 2986.427490
	Iteration 9Q: 3 clusters Score -37020.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37075.222656 Penalty: 2986.427490
	Iteration 10Q: 3 clusters Score -37075.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -37139.480469 Penalty: 2986.427490
	Iteration 11Q: 3 clusters Score -37139.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37157.667969 Penalty: 2986.427490
	Iteration 12Q: 3 clusters Score -37157.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37157.667969 Penalty: 2986.427490
	Iteration 13F: 3 clusters Score -37157.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96118 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30283 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36007 members 
Mstep: Class 7 contains 25228 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 125 members 
Mstep: Class 10 contains 172515 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278019 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178200 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49960 members 
Mstep: Class 20 contains 43353 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 287 members 
Entering Unmasked Estep 
Score: -119292696.000000 Penalty: 75182.937500
Splitting cluster 9 changes total score from -119294424.000000 to -119292696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (172515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172515 members 
Entering Unmasked Estep 
Score: -21807636.000000 Penalty: 2990.443359
	Iteration 0F: 2 clusters Score -2.180764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86189 members 
Mstep: Class 2 contains 86326 members 
Entering Unmasked Estep 
Score: -21692132.000000 Penalty: 5980.886719
	Iteration 0F: 3 clusters Score -2.169213e+07 nChanged 83036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85639 members 
Mstep: Class 2 contains 86876 members 
Entering Unmasked Estep 
Score: -21740870.000000 Penalty: 5980.886719
	Iteration 1F: 3 clusters Score -2.174087e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85289 members 
Mstep: Class 2 contains 87226 members 
Entering Unmasked Estep 
Score: -21741848.000000 Penalty: 5980.886719
	Iteration 2Q: 3 clusters Score -2.174185e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84884 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -21742780.000000 Penalty: 5980.886719
	Iteration 3Q: 3 clusters Score -2.174278e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84192 members 
Mstep: Class 2 contains 88323 members 
Entering Unmasked Estep 
Score: -21744132.000000 Penalty: 5980.886719
	Iteration 4Q: 3 clusters Score -2.174413e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83122 members 
Mstep: Class 2 contains 89393 members 
Entering Unmasked Estep 
Score: -21745766.000000 Penalty: 5980.886719
	Iteration 5Q: 3 clusters Score -2.174577e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 91094 members 
Entering Unmasked Estep 
Score: -21748498.000000 Penalty: 5980.886719
	Iteration 6Q: 3 clusters Score -2.17485e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79145 members 
Mstep: Class 2 contains 93370 members 
Entering Unmasked Estep 
Score: -21752730.000000 Penalty: 5980.886719
	Iteration 7Q: 3 clusters Score -2.175273e+07 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76435 members 
Mstep: Class 2 contains 96080 members 
Entering Unmasked Estep 
Score: -21759248.000000 Penalty: 5980.886719
	Iteration 8F: 3 clusters Score -2.175925e+07 nChanged 11209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 98887 members 
Entering Unmasked Estep 
Score: -21768248.000000 Penalty: 5980.886719
	Iteration 9F: 3 clusters Score -2.176825e+07 nChanged 10862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71244 members 
Mstep: Class 2 contains 101271 members 
Entering Unmasked Estep 
Score: -21775318.000000 Penalty: 5980.886719
	Iteration 10F: 3 clusters Score -2.177532e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69332 members 
Mstep: Class 2 contains 103183 members 
Entering Unmasked Estep 
Score: -21778234.000000 Penalty: 5980.886719
	Iteration 11Q: 3 clusters Score -2.177823e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 105049 members 
Entering Unmasked Estep 
Score: -21779362.000000 Penalty: 5980.886719
	Iteration 12Q: 3 clusters Score -2.177936e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65557 members 
Mstep: Class 2 contains 106958 members 
Entering Unmasked Estep 
Score: -21780064.000000 Penalty: 5980.886719
	Iteration 13Q: 3 clusters Score -2.178006e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 108936 members 
Entering Unmasked Estep 
Score: -21780592.000000 Penalty: 5980.886719
	Iteration 14Q: 3 clusters Score -2.178059e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 110981 members 
Entering Unmasked Estep 
Score: -21781228.000000 Penalty: 5980.886719
	Iteration 15Q: 3 clusters Score -2.178123e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 113120 members 
Entering Unmasked Estep 
Score: -21781794.000000 Penalty: 5980.886719
	Iteration 16Q: 3 clusters Score -2.178179e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57110 members 
Mstep: Class 2 contains 115405 members 
Entering Unmasked Estep 
Score: -21782500.000000 Penalty: 5980.886719
	Iteration 17Q: 3 clusters Score -2.17825e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 117836 members 
Entering Unmasked Estep 
Score: -21783388.000000 Penalty: 5980.886719
	Iteration 18Q: 3 clusters Score -2.178339e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 120418 members 
Entering Unmasked Estep 
Score: -21784024.000000 Penalty: 5980.886719
	Iteration 19Q: 3 clusters Score -2.178402e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 123085 members 
Entering Unmasked Estep 
Score: -21784722.000000 Penalty: 5980.886719
	Iteration 20F: 3 clusters Score -2.178472e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 125793 members 
Entering Unmasked Estep 
Score: -21785532.000000 Penalty: 5980.886719
	Iteration 21Q: 3 clusters Score -2.178553e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 128655 members 
Entering Unmasked Estep 
Score: -21786372.000000 Penalty: 5980.886719
	Iteration 22Q: 3 clusters Score -2.178637e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 131558 members 
Entering Unmasked Estep 
Score: -21787250.000000 Penalty: 5980.886719
	Iteration 23Q: 3 clusters Score -2.178725e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 134531 members 
Entering Unmasked Estep 
Score: -21788360.000000 Penalty: 5980.886719
	Iteration 24Q: 3 clusters Score -2.178836e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 137607 members 
Entering Unmasked Estep 
Score: -21789336.000000 Penalty: 5980.886719
	Iteration 25Q: 3 clusters Score -2.178934e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 140781 members 
Entering Unmasked Estep 
Score: -21790530.000000 Penalty: 5980.886719
	Iteration 26Q: 3 clusters Score -2.179053e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 144020 members 
Entering Unmasked Estep 
Score: -21791772.000000 Penalty: 5980.886719
	Iteration 27Q: 3 clusters Score -2.179177e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 147269 members 
Entering Unmasked Estep 
Score: -21793174.000000 Penalty: 5980.886719
	Iteration 28Q: 3 clusters Score -2.179317e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 150519 members 
Entering Unmasked Estep 
Score: -21794592.000000 Penalty: 5980.886719
	Iteration 29Q: 3 clusters Score -2.179459e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 153639 members 
Entering Unmasked Estep 
Score: -21796000.000000 Penalty: 5980.886719
	Iteration 30Q: 3 clusters Score -2.1796e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 156593 members 
Entering Unmasked Estep 
Score: -21797392.000000 Penalty: 5980.886719
	Iteration 31Q: 3 clusters Score -2.179739e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 159409 members 
Entering Unmasked Estep 
Score: -21798782.000000 Penalty: 5980.886719
	Iteration 32Q: 3 clusters Score -2.179878e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 161945 members 
Entering Unmasked Estep 
Score: -21800188.000000 Penalty: 5980.886719
	Iteration 33Q: 3 clusters Score -2.180019e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 164253 members 
Entering Unmasked Estep 
Score: -21801268.000000 Penalty: 5980.886719
	Iteration 34Q: 3 clusters Score -2.180127e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 166151 members 
Entering Unmasked Estep 
Score: -21802338.000000 Penalty: 5980.886719
	Iteration 35Q: 3 clusters Score -2.180234e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 167670 members 
Entering Unmasked Estep 
Score: -21803160.000000 Penalty: 5980.886719
	Iteration 36Q: 3 clusters Score -2.180316e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 168843 members 
Entering Unmasked Estep 
Score: -21803734.000000 Penalty: 5980.886719
	Iteration 37Q: 3 clusters Score -2.180373e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 169720 members 
Entering Unmasked Estep 
Score: -21804174.000000 Penalty: 5980.886719
	Iteration 38Q: 3 clusters Score -2.180417e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 170333 members 
Entering Unmasked Estep 
Score: -21804522.000000 Penalty: 5980.886719
	Iteration 39Q: 3 clusters Score -2.180452e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 170764 members 
Entering Unmasked Estep 
Score: -21804696.000000 Penalty: 5980.886719
	Iteration 40F: 3 clusters Score -2.18047e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 171050 members 
Entering Unmasked Estep 
Score: -21804796.000000 Penalty: 5980.886719
	Iteration 41Q: 3 clusters Score -2.18048e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 171243 members 
Entering Unmasked Estep 
Score: -21804894.000000 Penalty: 5980.886719
	Iteration 42Q: 3 clusters Score -2.180489e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 171379 members 
Entering Unmasked Estep 
Score: -21804926.000000 Penalty: 5980.886719
	Iteration 43Q: 3 clusters Score -2.180493e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 171477 members 
Entering Unmasked Estep 
Score: -21805002.000000 Penalty: 5980.886719
	Iteration 44Q: 3 clusters Score -2.1805e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 171551 members 
Entering Unmasked Estep 
Score: -21805040.000000 Penalty: 5980.886719
	Iteration 45Q: 3 clusters Score -2.180504e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 171616 members 
Entering Unmasked Estep 
Score: -21805072.000000 Penalty: 5980.886719
	Iteration 46Q: 3 clusters Score -2.180507e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 171655 members 
Entering Unmasked Estep 
Score: -21805092.000000 Penalty: 5980.886719
	Iteration 47Q: 3 clusters Score -2.180509e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 171675 members 
Entering Unmasked Estep 
Score: -21805098.000000 Penalty: 5980.886719
	Iteration 48Q: 3 clusters Score -2.18051e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 171698 members 
Entering Unmasked Estep 
Score: -21805094.000000 Penalty: 5980.886719
	Iteration 49Q: 3 clusters Score -2.180509e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 171719 members 
Entering Unmasked Estep 
Score: -21805104.000000 Penalty: 5980.886719
	Iteration 50Q: 3 clusters Score -2.18051e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 171739 members 
Entering Unmasked Estep 
Score: -21805134.000000 Penalty: 5980.886719
	Iteration 51Q: 3 clusters Score -2.180513e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 171754 members 
Entering Unmasked Estep 
Score: -21805124.000000 Penalty: 5980.886719
	Iteration 52Q: 3 clusters Score -2.180512e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 171772 members 
Entering Unmasked Estep 
Score: -21805130.000000 Penalty: 5980.886719
	Iteration 53Q: 3 clusters Score -2.180513e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 171789 members 
Entering Unmasked Estep 
Score: -21805138.000000 Penalty: 5980.886719
	Iteration 54Q: 3 clusters Score -2.180514e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 171805 members 
Entering Unmasked Estep 
Score: -21805166.000000 Penalty: 5980.886719
	Iteration 55Q: 3 clusters Score -2.180517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 171814 members 
Entering Unmasked Estep 
Score: -21805140.000000 Penalty: 5980.886719
	Iteration 56Q: 3 clusters Score -2.180514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 171823 members 
Entering Unmasked Estep 
Score: -21805140.000000 Penalty: 5980.886719
	Iteration 57Q: 3 clusters Score -2.180514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 171830 members 
Entering Unmasked Estep 
Score: -21805152.000000 Penalty: 5980.886719
	Iteration 58Q: 3 clusters Score -2.180515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 171837 members 
Entering Unmasked Estep 
Score: -21805146.000000 Penalty: 5980.886719
	Iteration 59Q: 3 clusters Score -2.180515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 171841 members 
Entering Unmasked Estep 
Score: -21805156.000000 Penalty: 5980.886719
	Iteration 60F: 3 clusters Score -2.180516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 171842 members 
Entering Unmasked Estep 
Score: -21805162.000000 Penalty: 5980.886719
	Iteration 61Q: 3 clusters Score -2.180516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 171847 members 
Entering Unmasked Estep 
Score: -21805160.000000 Penalty: 5980.886719
	Iteration 62Q: 3 clusters Score -2.180516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 171850 members 
Entering Unmasked Estep 
Score: -21805160.000000 Penalty: 5980.886719
	Iteration 63Q: 3 clusters Score -2.180516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 171853 members 
Entering Unmasked Estep 
Score: -21805156.000000 Penalty: 5980.886719
	Iteration 64Q: 3 clusters Score -2.180516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 171853 members 
Entering Unmasked Estep 
Score: -21805156.000000 Penalty: 5980.886719
	Iteration 65Q: 3 clusters Score -2.180516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 171853 members 
Entering Unmasked Estep 
Score: -21805156.000000 Penalty: 5980.886719
	Iteration 66F: 3 clusters Score -2.180516e+07 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: -51310.429688 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -51310.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49775.488281 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -49775.49 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50032.796875 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -50032.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50623.488281 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -50623.49 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50780.175781 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -50780.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50880.753906 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -50880.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50927.183594 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -50927.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -50937.460938 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -50937.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50939.785156 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -50939.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50939.785156 Penalty: 3099.987793
	Iteration 8F: 3 clusters Score -50939.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (278019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278019 members 
Entering Unmasked Estep 
Score: -34876736.000000 Penalty: 3108.790283
	Iteration 0F: 2 clusters Score -3.487674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139253 members 
Mstep: Class 2 contains 138766 members 
Entering Unmasked Estep 
Score: -34704448.000000 Penalty: 6217.580566
	Iteration 0F: 3 clusters Score -3.470445e+07 nChanged 134094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144559 members 
Mstep: Class 2 contains 133460 members 
Entering Unmasked Estep 
Score: -34784056.000000 Penalty: 6217.580566
	Iteration 1F: 3 clusters Score -3.478406e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147736 members 
Mstep: Class 2 contains 130283 members 
Entering Unmasked Estep 
Score: -34785164.000000 Penalty: 6217.580566
	Iteration 2Q: 3 clusters Score -3.478516e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152645 members 
Mstep: Class 2 contains 125374 members 
Entering Unmasked Estep 
Score: -34787164.000000 Penalty: 6217.580566
	Iteration 3Q: 3 clusters Score -3.478716e+07 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160245 members 
Mstep: Class 2 contains 117774 members 
Entering Unmasked Estep 
Score: -34790044.000000 Penalty: 6217.580566
	Iteration 4Q: 3 clusters Score -3.479004e+07 nChanged 12256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171711 members 
Mstep: Class 2 contains 106308 members 
Entering Unmasked Estep 
Score: -34795912.000000 Penalty: 6217.580566
	Iteration 5Q: 3 clusters Score -3.479591e+07 nChanged 17034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188429 members 
Mstep: Class 2 contains 89590 members 
Entering Unmasked Estep 
Score: -34805776.000000 Penalty: 6217.580566
	Iteration 6F: 3 clusters Score -3.480578e+07 nChanged 22826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211123 members 
Mstep: Class 2 contains 66896 members 
Entering Unmasked Estep 
Score: -34822116.000000 Penalty: 6217.580566
	Iteration 7F: 3 clusters Score -3.482212e+07 nChanged 25433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236538 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -34842136.000000 Penalty: 6217.580566
	Iteration 8F: 3 clusters Score -3.484214e+07 nChanged 20751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257257 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -34858192.000000 Penalty: 6217.580566
	Iteration 9F: 3 clusters Score -3.485819e+07 nChanged 11738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268981 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -34866792.000000 Penalty: 6217.580566
	Iteration 10Q: 3 clusters Score -3.486679e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274078 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -34870968.000000 Penalty: 6217.580566
	Iteration 11Q: 3 clusters Score -3.487097e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275982 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -34872516.000000 Penalty: 6217.580566
	Iteration 12Q: 3 clusters Score -3.487252e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276694 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -34873156.000000 Penalty: 6217.580566
	Iteration 13Q: 3 clusters Score -3.487316e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276998 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -34873444.000000 Penalty: 6217.580566
	Iteration 14Q: 3 clusters Score -3.487344e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277132 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -34873600.000000 Penalty: 6217.580566
	Iteration 15Q: 3 clusters Score -3.48736e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277206 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -34873712.000000 Penalty: 6217.580566
	Iteration 16Q: 3 clusters Score -3.487371e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277249 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -34873756.000000 Penalty: 6217.580566
	Iteration 17Q: 3 clusters Score -3.487376e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277265 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -34873808.000000 Penalty: 6217.580566
	Iteration 18Q: 3 clusters Score -3.487381e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277282 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -34873828.000000 Penalty: 6217.580566
	Iteration 19Q: 3 clusters Score -3.487383e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277298 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -34873864.000000 Penalty: 6217.580566
	Iteration 20F: 3 clusters Score -3.487386e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277304 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -34873876.000000 Penalty: 6217.580566
	Iteration 21Q: 3 clusters Score -3.487388e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277309 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -34873912.000000 Penalty: 6217.580566
	Iteration 22Q: 3 clusters Score -3.487391e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277316 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -34873928.000000 Penalty: 6217.580566
	Iteration 23Q: 3 clusters Score -3.487393e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277317 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -34873964.000000 Penalty: 6217.580566
	Iteration 24Q: 3 clusters Score -3.487396e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277317 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -34873948.000000 Penalty: 6217.580566
	Iteration 25Q: 3 clusters Score -3.487395e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277323 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -34874004.000000 Penalty: 6217.580566
	Iteration 26Q: 3 clusters Score -3.4874e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277326 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -34873992.000000 Penalty: 6217.580566
	Iteration 27Q: 3 clusters Score -3.487399e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277327 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -34874012.000000 Penalty: 6217.580566
	Iteration 28Q: 3 clusters Score -3.487401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277326 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -34874008.000000 Penalty: 6217.580566
	Iteration 29Q: 3 clusters Score -3.487401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277321 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -34874040.000000 Penalty: 6217.580566
	Iteration 30Q: 3 clusters Score -3.487404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277318 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -34874032.000000 Penalty: 6217.580566
	Iteration 31Q: 3 clusters Score -3.487403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277319 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -34874032.000000 Penalty: 6217.580566
	Iteration 32Q: 3 clusters Score -3.487403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277318 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -34874044.000000 Penalty: 6217.580566
	Iteration 33Q: 3 clusters Score -3.487404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277314 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -34874044.000000 Penalty: 6217.580566
	Iteration 34Q: 3 clusters Score -3.487404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277310 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -34874044.000000 Penalty: 6217.580566
	Iteration 35Q: 3 clusters Score -3.487404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277307 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -34874048.000000 Penalty: 6217.580566
	Iteration 36Q: 3 clusters Score -3.487405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277303 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -34874048.000000 Penalty: 6217.580566
	Iteration 37Q: 3 clusters Score -3.487405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277307 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -34874048.000000 Penalty: 6217.580566
	Iteration 38Q: 3 clusters Score -3.487405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277307 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -34874036.000000 Penalty: 6217.580566
	Iteration 39Q: 3 clusters Score -3.487404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277307 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -34874068.000000 Penalty: 6217.580566
	Iteration 40F: 3 clusters Score -3.487407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277305 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -34874044.000000 Penalty: 6217.580566
	Iteration 41Q: 3 clusters Score -3.487404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277300 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -34874060.000000 Penalty: 6217.580566
	Iteration 42Q: 3 clusters Score -3.487406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277301 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -34874044.000000 Penalty: 6217.580566
	Iteration 43Q: 3 clusters Score -3.487404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277303 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -34874052.000000 Penalty: 6217.580566
	Iteration 44Q: 3 clusters Score -3.487405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277302 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -34874056.000000 Penalty: 6217.580566
	Iteration 45Q: 3 clusters Score -3.487406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277302 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -34874056.000000 Penalty: 6217.580566
	Iteration 46F: 3 clusters Score -3.487406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -62939.375000 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -62939.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61448.046875 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -61448.05 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61728.343750 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -61728.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61809.582031 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -61809.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61864.250000 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -61864.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61905.593750 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -61905.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61919.382812 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -61919.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61921.800781 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -61921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61925.238281 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -61925.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61929.527344 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -61929.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61931.671875 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -61931.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61932.730469 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -61932.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61934.121094 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -61934.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61935.097656 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -61935.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61935.097656 Penalty: 3135.992188
	Iteration 13F: 3 clusters Score -61935.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -15069.367188 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -15069.37 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 83 members 
Entering Unmasked Estep 
Score: -14163.375000 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -14163.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14375.688477 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -14375.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14387.997070 Penalty: 2564.560059
	Iteration 2Q: 3 clusters Score -14388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14392.570312 Penalty: 2564.560059
	Iteration 3Q: 3 clusters Score -14392.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14413.221680 Penalty: 2564.560059
	Iteration 4Q: 3 clusters Score -14413.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14413.221680 Penalty: 2564.560059
	Iteration 5F: 3 clusters Score -14413.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -44652.167969 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -44652.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43198.988281 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -43198.99 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43571.886719 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -43571.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43794.914062 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -43794.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43922.609375 Penalty: 3062.197998
	Iteration 3Q: 3 clusters Score -43922.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44159.332031 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -44159.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -44309.609375 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -44309.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -44502.089844 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -44502.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44607.746094 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -44607.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44660.468750 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -44660.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44716.773438 Penalty: 3062.197998
	Iteration 9Q: 3 clusters Score -44716.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44789.390625 Penalty: 3062.197998
	Iteration 10Q: 3 clusters Score -44789.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -44886.308594 Penalty: 3062.197998
	Iteration 11Q: 3 clusters Score -44886.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45023.257812 Penalty: 3062.197998
	Iteration 12Q: 3 clusters Score -45023.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45057.246094 Penalty: 3062.197998
	Iteration 13Q: 3 clusters Score -45057.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45062.222656 Penalty: 3062.197998
	Iteration 14Q: 3 clusters Score -45062.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45064.648438 Penalty: 3062.197998
	Iteration 15F: 3 clusters Score -45064.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45086.753906 Penalty: 3062.197998
	Iteration 16Q: 3 clusters Score -45086.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45101.710938 Penalty: 3062.197998
	Iteration 17Q: 3 clusters Score -45101.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45101.710938 Penalty: 3062.197998
	Iteration 18F: 3 clusters Score -45101.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96118 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30283 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36007 members 
Mstep: Class 7 contains 25228 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172515 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278019 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 207 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178200 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49960 members 
Mstep: Class 20 contains 43353 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 273 members 
Entering Unmasked Estep 
Score: -119292912.000000 Penalty: 75182.937500
Splitting cluster 15 changes total score from -119294424.000000 to -119292912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -55114.578125 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -55114.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53612.359375 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -53612.36 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53872.515625 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -53872.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -54016.769531 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -54016.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -54114.675781 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -54114.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54197.828125 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -54197.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -54271.289062 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -54271.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -54364.398438 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -54364.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -54445.062500 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -54445.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -54485.281250 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -54485.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -54514.460938 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -54514.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -54519.988281 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -54519.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -54528.312500 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -54528.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -54557.652344 Penalty: 3101.899170
	Iteration 12Q: 3 clusters Score -54557.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -54566.648438 Penalty: 3101.899170
	Iteration 13Q: 3 clusters Score -54566.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -54570.386719 Penalty: 3101.899170
	Iteration 14Q: 3 clusters Score -54570.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -54570.386719 Penalty: 3101.899170
	Iteration 15F: 3 clusters Score -54570.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (178200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178200 members 
Entering Unmasked Estep 
Score: -22386646.000000 Penalty: 2998.484131
	Iteration 0F: 2 clusters Score -2.238665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89022 members 
Mstep: Class 2 contains 89178 members 
Entering Unmasked Estep 
Score: -22267862.000000 Penalty: 5996.968262
	Iteration 0F: 3 clusters Score -2.226786e+07 nChanged 85450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85516 members 
Mstep: Class 2 contains 92684 members 
Entering Unmasked Estep 
Score: -22317862.000000 Penalty: 5996.968262
	Iteration 1F: 3 clusters Score -2.231786e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 95068 members 
Entering Unmasked Estep 
Score: -22319092.000000 Penalty: 5996.968262
	Iteration 2Q: 3 clusters Score -2.231909e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Mstep: Class 2 contains 98834 members 
Entering Unmasked Estep 
Score: -22321182.000000 Penalty: 5996.968262
	Iteration 3Q: 3 clusters Score -2.232118e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73800 members 
Mstep: Class 2 contains 104400 members 
Entering Unmasked Estep 
Score: -22325038.000000 Penalty: 5996.968262
	Iteration 4Q: 3 clusters Score -2.232504e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66217 members 
Mstep: Class 2 contains 111983 members 
Entering Unmasked Estep 
Score: -22331376.000000 Penalty: 5996.968262
	Iteration 5F: 3 clusters Score -2.233138e+07 nChanged 12774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56491 members 
Mstep: Class 2 contains 121709 members 
Entering Unmasked Estep 
Score: -22341422.000000 Penalty: 5996.968262
	Iteration 6F: 3 clusters Score -2.234142e+07 nChanged 13621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 132050 members 
Entering Unmasked Estep 
Score: -22353770.000000 Penalty: 5996.968262
	Iteration 7F: 3 clusters Score -2.235377e+07 nChanged 11759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 140185 members 
Entering Unmasked Estep 
Score: -22363826.000000 Penalty: 5996.968262
	Iteration 8F: 3 clusters Score -2.236383e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 145489 members 
Entering Unmasked Estep 
Score: -22369812.000000 Penalty: 5996.968262
	Iteration 9Q: 3 clusters Score -2.236981e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 149315 members 
Entering Unmasked Estep 
Score: -22372852.000000 Penalty: 5996.968262
	Iteration 10Q: 3 clusters Score -2.237285e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 152669 members 
Entering Unmasked Estep 
Score: -22374754.000000 Penalty: 5996.968262
	Iteration 11Q: 3 clusters Score -2.237475e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 155754 members 
Entering Unmasked Estep 
Score: -22376214.000000 Penalty: 5996.968262
	Iteration 12Q: 3 clusters Score -2.237621e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 158591 members 
Entering Unmasked Estep 
Score: -22377454.000000 Penalty: 5996.968262
	Iteration 13Q: 3 clusters Score -2.237745e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 161202 members 
Entering Unmasked Estep 
Score: -22378568.000000 Penalty: 5996.968262
	Iteration 14Q: 3 clusters Score -2.237857e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 163576 members 
Entering Unmasked Estep 
Score: -22379560.000000 Penalty: 5996.968262
	Iteration 15Q: 3 clusters Score -2.237956e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 165676 members 
Entering Unmasked Estep 
Score: -22380590.000000 Penalty: 5996.968262
	Iteration 16Q: 3 clusters Score -2.238059e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 167495 members 
Entering Unmasked Estep 
Score: -22381286.000000 Penalty: 5996.968262
	Iteration 17Q: 3 clusters Score -2.238129e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 169041 members 
Entering Unmasked Estep 
Score: -22381974.000000 Penalty: 5996.968262
	Iteration 18Q: 3 clusters Score -2.238197e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 170354 members 
Entering Unmasked Estep 
Score: -22382538.000000 Penalty: 5996.968262
	Iteration 19Q: 3 clusters Score -2.238254e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 171430 members 
Entering Unmasked Estep 
Score: -22383036.000000 Penalty: 5996.968262
	Iteration 20F: 3 clusters Score -2.238304e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 172324 members 
Entering Unmasked Estep 
Score: -22383386.000000 Penalty: 5996.968262
	Iteration 21Q: 3 clusters Score -2.238339e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 173024 members 
Entering Unmasked Estep 
Score: -22383610.000000 Penalty: 5996.968262
	Iteration 22Q: 3 clusters Score -2.238361e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 173575 members 
Entering Unmasked Estep 
Score: -22383842.000000 Penalty: 5996.968262
	Iteration 23Q: 3 clusters Score -2.238384e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 173990 members 
Entering Unmasked Estep 
Score: -22383986.000000 Penalty: 5996.968262
	Iteration 24Q: 3 clusters Score -2.238399e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 174321 members 
Entering Unmasked Estep 
Score: -22384172.000000 Penalty: 5996.968262
	Iteration 25Q: 3 clusters Score -2.238417e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 174574 members 
Entering Unmasked Estep 
Score: -22384208.000000 Penalty: 5996.968262
	Iteration 26Q: 3 clusters Score -2.238421e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 174801 members 
Entering Unmasked Estep 
Score: -22384238.000000 Penalty: 5996.968262
	Iteration 27Q: 3 clusters Score -2.238424e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 174977 members 
Entering Unmasked Estep 
Score: -22384304.000000 Penalty: 5996.968262
	Iteration 28Q: 3 clusters Score -2.23843e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 175139 members 
Entering Unmasked Estep 
Score: -22384384.000000 Penalty: 5996.968262
	Iteration 29Q: 3 clusters Score -2.238438e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 175278 members 
Entering Unmasked Estep 
Score: -22384400.000000 Penalty: 5996.968262
	Iteration 30Q: 3 clusters Score -2.23844e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 175398 members 
Entering Unmasked Estep 
Score: -22384464.000000 Penalty: 5996.968262
	Iteration 31Q: 3 clusters Score -2.238446e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 175507 members 
Entering Unmasked Estep 
Score: -22384504.000000 Penalty: 5996.968262
	Iteration 32Q: 3 clusters Score -2.23845e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 175598 members 
Entering Unmasked Estep 
Score: -22384556.000000 Penalty: 5996.968262
	Iteration 33Q: 3 clusters Score -2.238456e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 175665 members 
Entering Unmasked Estep 
Score: -22384556.000000 Penalty: 5996.968262
	Iteration 34Q: 3 clusters Score -2.238456e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 175732 members 
Entering Unmasked Estep 
Score: -22384536.000000 Penalty: 5996.968262
	Iteration 35Q: 3 clusters Score -2.238454e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 175785 members 
Entering Unmasked Estep 
Score: -22384538.000000 Penalty: 5996.968262
	Iteration 36Q: 3 clusters Score -2.238454e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 175825 members 
Entering Unmasked Estep 
Score: -22384516.000000 Penalty: 5996.968262
	Iteration 37Q: 3 clusters Score -2.238452e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 175874 members 
Entering Unmasked Estep 
Score: -22384556.000000 Penalty: 5996.968262
	Iteration 38Q: 3 clusters Score -2.238456e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 175914 members 
Entering Unmasked Estep 
Score: -22384568.000000 Penalty: 5996.968262
	Iteration 39Q: 3 clusters Score -2.238457e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 175952 members 
Entering Unmasked Estep 
Score: -22384580.000000 Penalty: 5996.968262
	Iteration 40F: 3 clusters Score -2.238458e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 175994 members 
Entering Unmasked Estep 
Score: -22384560.000000 Penalty: 5996.968262
	Iteration 41Q: 3 clusters Score -2.238456e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 176025 members 
Entering Unmasked Estep 
Score: -22384540.000000 Penalty: 5996.968262
	Iteration 42Q: 3 clusters Score -2.238454e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 176045 members 
Entering Unmasked Estep 
Score: -22384562.000000 Penalty: 5996.968262
	Iteration 43Q: 3 clusters Score -2.238456e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 176055 members 
Entering Unmasked Estep 
Score: -22384554.000000 Penalty: 5996.968262
	Iteration 44Q: 3 clusters Score -2.238455e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 176067 members 
Entering Unmasked Estep 
Score: -22384588.000000 Penalty: 5996.968262
	Iteration 45Q: 3 clusters Score -2.238459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 176082 members 
Entering Unmasked Estep 
Score: -22384602.000000 Penalty: 5996.968262
	Iteration 46Q: 3 clusters Score -2.23846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 176090 members 
Entering Unmasked Estep 
Score: -22384610.000000 Penalty: 5996.968262
	Iteration 47Q: 3 clusters Score -2.238461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 176097 members 
Entering Unmasked Estep 
Score: -22384634.000000 Penalty: 5996.968262
	Iteration 48Q: 3 clusters Score -2.238463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 176103 members 
Entering Unmasked Estep 
Score: -22384624.000000 Penalty: 5996.968262
	Iteration 49Q: 3 clusters Score -2.238462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 176110 members 
Entering Unmasked Estep 
Score: -22384622.000000 Penalty: 5996.968262
	Iteration 50Q: 3 clusters Score -2.238462e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 176119 members 
Entering Unmasked Estep 
Score: -22384618.000000 Penalty: 5996.968262
	Iteration 51Q: 3 clusters Score -2.238462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 176123 members 
Entering Unmasked Estep 
Score: -22384608.000000 Penalty: 5996.968262
	Iteration 52Q: 3 clusters Score -2.238461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 176128 members 
Entering Unmasked Estep 
Score: -22384610.000000 Penalty: 5996.968262
	Iteration 53Q: 3 clusters Score -2.238461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 176130 members 
Entering Unmasked Estep 
Score: -22384606.000000 Penalty: 5996.968262
	Iteration 54Q: 3 clusters Score -2.238461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 176133 members 
Entering Unmasked Estep 
Score: -22384596.000000 Penalty: 5996.968262
	Iteration 55Q: 3 clusters Score -2.23846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 176133 members 
Entering Unmasked Estep 
Score: -22384598.000000 Penalty: 5996.968262
	Iteration 56Q: 3 clusters Score -2.23846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 176137 members 
Entering Unmasked Estep 
Score: -22384608.000000 Penalty: 5996.968262
	Iteration 57Q: 3 clusters Score -2.238461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 176144 members 
Entering Unmasked Estep 
Score: -22384586.000000 Penalty: 5996.968262
	Iteration 58Q: 3 clusters Score -2.238459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 176155 members 
Entering Unmasked Estep 
Score: -22384578.000000 Penalty: 5996.968262
	Iteration 59Q: 3 clusters Score -2.238458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 176164 members 
Entering Unmasked Estep 
Score: -22384584.000000 Penalty: 5996.968262
	Iteration 60F: 3 clusters Score -2.238458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 176171 members 
Entering Unmasked Estep 
Score: -22384586.000000 Penalty: 5996.968262
	Iteration 61Q: 3 clusters Score -2.238459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 176172 members 
Entering Unmasked Estep 
Score: -22384582.000000 Penalty: 5996.968262
	Iteration 62Q: 3 clusters Score -2.238458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 176177 members 
Entering Unmasked Estep 
Score: -22384578.000000 Penalty: 5996.968262
	Iteration 63Q: 3 clusters Score -2.238458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 176183 members 
Entering Unmasked Estep 
Score: -22384598.000000 Penalty: 5996.968262
	Iteration 64Q: 3 clusters Score -2.23846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 176194 members 
Entering Unmasked Estep 
Score: -22384606.000000 Penalty: 5996.968262
	Iteration 65Q: 3 clusters Score -2.238461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 176205 members 
Entering Unmasked Estep 
Score: -22384614.000000 Penalty: 5996.968262
	Iteration 66Q: 3 clusters Score -2.238461e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 176215 members 
Entering Unmasked Estep 
Score: -22384610.000000 Penalty: 5996.968262
	Iteration 67Q: 3 clusters Score -2.238461e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 176219 members 
Entering Unmasked Estep 
Score: -22384620.000000 Penalty: 5996.968262
	Iteration 68Q: 3 clusters Score -2.238462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 176223 members 
Entering Unmasked Estep 
Score: -22384596.000000 Penalty: 5996.968262
	Iteration 69Q: 3 clusters Score -2.23846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 176226 members 
Entering Unmasked Estep 
Score: -22384616.000000 Penalty: 5996.968262
	Iteration 70Q: 3 clusters Score -2.238462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 176227 members 
Entering Unmasked Estep 
Score: -22384610.000000 Penalty: 5996.968262
	Iteration 71Q: 3 clusters Score -2.238461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 176228 members 
Entering Unmasked Estep 
Score: -22384622.000000 Penalty: 5996.968262
	Iteration 72Q: 3 clusters Score -2.238462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 176230 members 
Entering Unmasked Estep 
Score: -22384630.000000 Penalty: 5996.968262
	Iteration 73Q: 3 clusters Score -2.238463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 176230 members 
Entering Unmasked Estep 
Score: -22384630.000000 Penalty: 5996.968262
	Iteration 74F: 3 clusters Score -2.238463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -59384.500000 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -59384.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -57782.550781 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -57782.55 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58058.699219 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -58058.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58214.687500 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -58214.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -58337.785156 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -58337.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58436.285156 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -58436.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58522.699219 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -58522.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58623.484375 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -58623.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58756.089844 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -58756.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58872.527344 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -58872.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59157.507812 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -59157.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59327.179688 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -59327.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59446.875000 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -59446.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59519.695312 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -59519.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59540.089844 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -59540.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59573.582031 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -59573.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59608.597656 Penalty: 3165.380615
	Iteration 15Q: 3 clusters Score -59608.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59715.335938 Penalty: 3165.380615
	Iteration 16Q: 3 clusters Score -59715.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59898.324219 Penalty: 3165.380615
	Iteration 17Q: 3 clusters Score -59898.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59909.445312 Penalty: 3165.380615
	Iteration 18Q: 3 clusters Score -59909.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59929.242188 Penalty: 3165.380615
	Iteration 19Q: 3 clusters Score -59929.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59939.519531 Penalty: 3165.380615
	Iteration 20F: 3 clusters Score -59939.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59944.382812 Penalty: 3165.380615
	Iteration 21Q: 3 clusters Score -59944.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59944.382812 Penalty: 3165.380615
	Iteration 22F: 3 clusters Score -59944.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96118 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30283 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36007 members 
Mstep: Class 7 contains 25228 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172515 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278019 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178200 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 49960 members 
Mstep: Class 20 contains 43353 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 229 members 
Entering Unmasked Estep 
Score: -119293064.000000 Penalty: 75182.937500
Splitting cluster 18 changes total score from -119294424.000000 to -119293064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (49960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Entering Unmasked Estep 
Score: -6196157.000000 Penalty: 2683.106689
	Iteration 0F: 2 clusters Score -6196157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -6162454.000000 Penalty: 5366.213379
	Iteration 0F: 3 clusters Score -6162454 nChanged 23159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -6174987.500000 Penalty: 5366.213379
	Iteration 1F: 3 clusters Score -6174988 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -6175488.500000 Penalty: 5366.213379
	Iteration 2Q: 3 clusters Score -6175488 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -6175951.500000 Penalty: 5366.213379
	Iteration 3Q: 3 clusters Score -6175952 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -6176404.000000 Penalty: 5366.213379
	Iteration 4Q: 3 clusters Score -6176404 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -6177076.500000 Penalty: 5366.213379
	Iteration 5Q: 3 clusters Score -6177076 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -6177965.500000 Penalty: 5366.213379
	Iteration 6Q: 3 clusters Score -6177966 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -6179556.500000 Penalty: 5366.213379
	Iteration 7F: 3 clusters Score -6179556 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -6182254.000000 Penalty: 5366.213379
	Iteration 8F: 3 clusters Score -6182254 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -6185974.000000 Penalty: 5366.213379
	Iteration 9F: 3 clusters Score -6185974 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -6189805.500000 Penalty: 5366.213379
	Iteration 10F: 3 clusters Score -6189806 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6192226.000000 Penalty: 5366.213379
	Iteration 11Q: 3 clusters Score -6192226 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6193205.500000 Penalty: 5366.213379
	Iteration 12Q: 3 clusters Score -6193206 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6193508.500000 Penalty: 5366.213379
	Iteration 13Q: 3 clusters Score -6193508 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6193628.000000 Penalty: 5366.213379
	Iteration 14Q: 3 clusters Score -6193628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6193679.500000 Penalty: 5366.213379
	Iteration 15Q: 3 clusters Score -6193680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -6193711.500000 Penalty: 5366.213379
	Iteration 16Q: 3 clusters Score -6193712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -6193728.500000 Penalty: 5366.213379
	Iteration 17Q: 3 clusters Score -6193728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6193752.000000 Penalty: 5366.213379
	Iteration 18Q: 3 clusters Score -6193752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6193757.500000 Penalty: 5366.213379
	Iteration 19Q: 3 clusters Score -6193758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6193764.500000 Penalty: 5366.213379
	Iteration 20F: 3 clusters Score -6193764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -6193764.500000 Penalty: 5366.213379
	Iteration 21Q: 3 clusters Score -6193764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -6193765.500000 Penalty: 5366.213379
	Iteration 22Q: 3 clusters Score -6193766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -6193765.500000 Penalty: 5366.213379
	Iteration 23F: 3 clusters Score -6193766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Entering Unmasked Estep 
Score: -5532733.500000 Penalty: 2647.928711
	Iteration 0F: 2 clusters Score -5532734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -5503387.500000 Penalty: 5295.857422
	Iteration 0F: 3 clusters Score -5503388 nChanged 19883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -5514048.500000 Penalty: 5295.857422
	Iteration 1F: 3 clusters Score -5514048 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -5514487.500000 Penalty: 5295.857422
	Iteration 2Q: 3 clusters Score -5514488 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -5514866.000000 Penalty: 5295.857422
	Iteration 3Q: 3 clusters Score -5514866 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -5515326.000000 Penalty: 5295.857422
	Iteration 4Q: 3 clusters Score -5515326 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -5515968.500000 Penalty: 5295.857422
	Iteration 5Q: 3 clusters Score -5515968 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -5517002.000000 Penalty: 5295.857422
	Iteration 6Q: 3 clusters Score -5517002 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -5518661.500000 Penalty: 5295.857422
	Iteration 7F: 3 clusters Score -5518662 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -5521233.500000 Penalty: 5295.857422
	Iteration 8F: 3 clusters Score -5521234 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -5524267.500000 Penalty: 5295.857422
	Iteration 9F: 3 clusters Score -5524268 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -5527094.000000 Penalty: 5295.857422
	Iteration 10F: 3 clusters Score -5527094 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -5528943.000000 Penalty: 5295.857422
	Iteration 11Q: 3 clusters Score -5528943 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -5529855.000000 Penalty: 5295.857422
	Iteration 12Q: 3 clusters Score -5529855 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -5530286.500000 Penalty: 5295.857422
	Iteration 13Q: 3 clusters Score -5530286 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -5530457.500000 Penalty: 5295.857422
	Iteration 14Q: 3 clusters Score -5530458 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -5530516.500000 Penalty: 5295.857422
	Iteration 15Q: 3 clusters Score -5530516 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -5530540.000000 Penalty: 5295.857422
	Iteration 16Q: 3 clusters Score -5530540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -5530558.000000 Penalty: 5295.857422
	Iteration 17Q: 3 clusters Score -5530558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -5530577.500000 Penalty: 5295.857422
	Iteration 18Q: 3 clusters Score -5530578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -5530573.000000 Penalty: 5295.857422
	Iteration 19Q: 3 clusters Score -5530573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -5530582.000000 Penalty: 5295.857422
	Iteration 20F: 3 clusters Score -5530582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -5530579.000000 Penalty: 5295.857422
	Iteration 21Q: 3 clusters Score -5530579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -5530587.000000 Penalty: 5295.857422
	Iteration 22Q: 3 clusters Score -5530587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -5530598.000000 Penalty: 5295.857422
	Iteration 23Q: 3 clusters Score -5530598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -5530602.500000 Penalty: 5295.857422
	Iteration 24Q: 3 clusters Score -5530602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -5530612.500000 Penalty: 5295.857422
	Iteration 25Q: 3 clusters Score -5530612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -5530609.000000 Penalty: 5295.857422
	Iteration 26Q: 3 clusters Score -5530609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -5530613.000000 Penalty: 5295.857422
	Iteration 27Q: 3 clusters Score -5530613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -5530619.000000 Penalty: 5295.857422
	Iteration 28Q: 3 clusters Score -5530619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -5530619.500000 Penalty: 5295.857422
	Iteration 29Q: 3 clusters Score -5530620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -5530626.500000 Penalty: 5295.857422
	Iteration 30Q: 3 clusters Score -5530626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -5530624.500000 Penalty: 5295.857422
	Iteration 31Q: 3 clusters Score -5530624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -5530625.500000 Penalty: 5295.857422
	Iteration 32Q: 3 clusters Score -5530626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -5530632.500000 Penalty: 5295.857422
	Iteration 33Q: 3 clusters Score -5530632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -5530625.500000 Penalty: 5295.857422
	Iteration 34Q: 3 clusters Score -5530626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -5530628.000000 Penalty: 5295.857422
	Iteration 35Q: 3 clusters Score -5530628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -5530623.500000 Penalty: 5295.857422
	Iteration 36Q: 3 clusters Score -5530624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -5530624.000000 Penalty: 5295.857422
	Iteration 37Q: 3 clusters Score -5530624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -5530628.000000 Penalty: 5295.857422
	Iteration 38Q: 3 clusters Score -5530628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -5530625.500000 Penalty: 5295.857422
	Iteration 39Q: 3 clusters Score -5530626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -5530626.000000 Penalty: 5295.857422
	Iteration 40F: 3 clusters Score -5530626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -5530627.500000 Penalty: 5295.857422
	Iteration 41Q: 3 clusters Score -5530628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -5530628.500000 Penalty: 5295.857422
	Iteration 42Q: 3 clusters Score -5530628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -5530626.500000 Penalty: 5295.857422
	Iteration 43Q: 3 clusters Score -5530626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -5530629.000000 Penalty: 5295.857422
	Iteration 44Q: 3 clusters Score -5530629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -5530629.000000 Penalty: 5295.857422
	Iteration 45F: 3 clusters Score -5530629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -31270.884766 Penalty: 1398.312012
	Iteration 0F: 2 clusters Score -31270.88 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 149 members 
Entering Unmasked Estep 
Score: -29994.388672 Penalty: 2796.624023
	Iteration 0F: 3 clusters Score -29994.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30093.279297 Penalty: 2796.624023
	Iteration 1F: 3 clusters Score -30093.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30138.765625 Penalty: 2796.624023
	Iteration 2Q: 3 clusters Score -30138.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30164.521484 Penalty: 2796.624023
	Iteration 3Q: 3 clusters Score -30164.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30176.082031 Penalty: 2796.624023
	Iteration 4Q: 3 clusters Score -30176.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30190.925781 Penalty: 2796.624023
	Iteration 5Q: 3 clusters Score -30190.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30208.675781 Penalty: 2796.624023
	Iteration 6Q: 3 clusters Score -30208.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30219.402344 Penalty: 2796.624023
	Iteration 7Q: 3 clusters Score -30219.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30228.064453 Penalty: 2796.624023
	Iteration 8Q: 3 clusters Score -30228.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30229.902344 Penalty: 2796.624023
	Iteration 9Q: 3 clusters Score -30229.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30239.285156 Penalty: 2796.624023
	Iteration 10Q: 3 clusters Score -30239.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30250.384766 Penalty: 2796.624023
	Iteration 11Q: 3 clusters Score -30250.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30262.111328 Penalty: 2796.624023
	Iteration 12Q: 3 clusters Score -30262.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30262.111328 Penalty: 2796.624023
	Iteration 13F: 3 clusters Score -30262.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96118 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30283 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36007 members 
Mstep: Class 7 contains 25228 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172515 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278019 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178200 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49960 members 
Mstep: Class 20 contains 43353 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294360.000000 Penalty: 71765.531250
Iteration 359Q: 22 clusters Score -1.192944e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96115 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30283 members 
Mstep: Class 5 contains 33113 members 
Mstep: Class 6 contains 36007 members 
Mstep: Class 7 contains 25228 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172509 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278030 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178200 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49960 members 
Mstep: Class 20 contains 43352 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294456.000000 Penalty: 71765.531250
Iteration 360F: 22 clusters Score -1.192945e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96111 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30283 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36010 members 
Mstep: Class 7 contains 25228 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172501 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278039 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178200 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49960 members 
Mstep: Class 20 contains 43351 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294504.000000 Penalty: 71765.531250
Iteration 361Q: 22 clusters Score -1.192945e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96104 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30282 members 
Mstep: Class 5 contains 33116 members 
Mstep: Class 6 contains 36013 members 
Mstep: Class 7 contains 25228 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172500 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278049 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178192 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49960 members 
Mstep: Class 20 contains 43353 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294488.000000 Penalty: 71765.531250
Iteration 362Q: 22 clusters Score -1.192945e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96093 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30281 members 
Mstep: Class 5 contains 33115 members 
Mstep: Class 6 contains 36013 members 
Mstep: Class 7 contains 25225 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172494 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278062 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178198 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49959 members 
Mstep: Class 20 contains 43357 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294504.000000 Penalty: 71765.531250
Iteration 363Q: 22 clusters Score -1.192945e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96085 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30281 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36016 members 
Mstep: Class 7 contains 25224 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172488 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278070 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178201 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49957 members 
Mstep: Class 20 contains 43360 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294488.000000 Penalty: 71765.531250
Iteration 364Q: 22 clusters Score -1.192945e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96077 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30281 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36018 members 
Mstep: Class 7 contains 25224 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172482 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278083 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178198 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49955 members 
Mstep: Class 20 contains 43363 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294472.000000 Penalty: 71765.531250
Iteration 365Q: 22 clusters Score -1.192945e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96072 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30282 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36017 members 
Mstep: Class 7 contains 25224 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172474 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278092 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178203 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49954 members 
Mstep: Class 20 contains 43363 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294496.000000 Penalty: 71765.531250
Iteration 366Q: 22 clusters Score -1.192945e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96066 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30281 members 
Mstep: Class 5 contains 33112 members 
Mstep: Class 6 contains 36018 members 
Mstep: Class 7 contains 25224 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172464 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278103 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178210 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49954 members 
Mstep: Class 20 contains 43363 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294488.000000 Penalty: 71765.531250
Iteration 367Q: 22 clusters Score -1.192945e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96059 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30280 members 
Mstep: Class 5 contains 33112 members 
Mstep: Class 6 contains 36016 members 
Mstep: Class 7 contains 25225 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172459 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278108 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178220 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49953 members 
Mstep: Class 20 contains 43364 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294448.000000 Penalty: 71765.531250
Iteration 368Q: 22 clusters Score -1.192944e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96053 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30279 members 
Mstep: Class 5 contains 33111 members 
Mstep: Class 6 contains 36015 members 
Mstep: Class 7 contains 25224 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172450 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278128 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178217 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49954 members 
Mstep: Class 20 contains 43364 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294432.000000 Penalty: 71765.531250
Iteration 369Q: 22 clusters Score -1.192944e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96044 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30279 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36014 members 
Mstep: Class 7 contains 25224 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172446 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278146 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178211 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49953 members 
Mstep: Class 20 contains 43364 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294440.000000 Penalty: 71765.531250
Iteration 370Q: 22 clusters Score -1.192944e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96036 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30282 members 
Mstep: Class 5 contains 33115 members 
Mstep: Class 6 contains 36014 members 
Mstep: Class 7 contains 25223 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172442 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278165 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178204 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49949 members 
Mstep: Class 20 contains 43365 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294496.000000 Penalty: 71765.531250
Iteration 371Q: 22 clusters Score -1.192945e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 96030 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30285 members 
Mstep: Class 5 contains 33115 members 
Mstep: Class 6 contains 36017 members 
Mstep: Class 7 contains 25223 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172436 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278182 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178196 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49945 members 
Mstep: Class 20 contains 43366 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294512.000000 Penalty: 71765.531250
Iteration 372Q: 22 clusters Score -1.192945e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96029 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30286 members 
Mstep: Class 5 contains 33117 members 
Mstep: Class 6 contains 36019 members 
Mstep: Class 7 contains 25223 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172433 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278196 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178183 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49942 members 
Mstep: Class 20 contains 43368 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294472.000000 Penalty: 71765.531250
Iteration 373Q: 22 clusters Score -1.192945e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 96020 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30286 members 
Mstep: Class 5 contains 33117 members 
Mstep: Class 6 contains 36024 members 
Mstep: Class 7 contains 25221 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172427 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278223 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178169 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49938 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294584.000000 Penalty: 71765.531250
Iteration 374Q: 22 clusters Score -1.192946e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 96015 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30289 members 
Mstep: Class 5 contains 33113 members 
Mstep: Class 6 contains 36026 members 
Mstep: Class 7 contains 25219 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172428 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278245 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178157 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49938 members 
Mstep: Class 20 contains 43368 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294648.000000 Penalty: 71765.531250
Iteration 375Q: 22 clusters Score -1.192946e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 96017 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30290 members 
Mstep: Class 5 contains 33111 members 
Mstep: Class 6 contains 36025 members 
Mstep: Class 7 contains 25217 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172421 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278262 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178152 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49933 members 
Mstep: Class 20 contains 43369 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294600.000000 Penalty: 71765.531250
Iteration 376Q: 22 clusters Score -1.192946e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 96013 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30292 members 
Mstep: Class 5 contains 33110 members 
Mstep: Class 6 contains 36026 members 
Mstep: Class 7 contains 25218 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172416 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278279 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178144 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49927 members 
Mstep: Class 20 contains 43373 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294632.000000 Penalty: 71765.531250
Iteration 377Q: 22 clusters Score -1.192946e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 96006 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30293 members 
Mstep: Class 5 contains 33110 members 
Mstep: Class 6 contains 36027 members 
Mstep: Class 7 contains 25217 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172410 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278280 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178152 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49928 members 
Mstep: Class 20 contains 43375 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294616.000000 Penalty: 71765.531250
Iteration 378Q: 22 clusters Score -1.192946e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 95997 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30295 members 
Mstep: Class 5 contains 33107 members 
Mstep: Class 6 contains 36031 members 
Mstep: Class 7 contains 25218 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172399 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278290 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178157 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49926 members 
Mstep: Class 20 contains 43377 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294592.000000 Penalty: 71765.531250
Iteration 379Q: 22 clusters Score -1.192946e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 95993 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33108 members 
Mstep: Class 6 contains 36030 members 
Mstep: Class 7 contains 25217 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172391 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278301 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178156 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49925 members 
Mstep: Class 20 contains 43377 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294536.000000 Penalty: 71765.531250
Iteration 380F: 22 clusters Score -1.192945e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 95992 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30298 members 
Mstep: Class 5 contains 33107 members 
Mstep: Class 6 contains 36035 members 
Mstep: Class 7 contains 25216 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172378 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278314 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178157 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49923 members 
Mstep: Class 20 contains 43377 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294616.000000 Penalty: 71765.531250
Iteration 381Q: 22 clusters Score -1.192946e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 95989 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30298 members 
Mstep: Class 5 contains 33108 members 
Mstep: Class 6 contains 36036 members 
Mstep: Class 7 contains 25216 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172378 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278316 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178158 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49922 members 
Mstep: Class 20 contains 43377 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294744.000000 Penalty: 71765.531250
Iteration 382Q: 22 clusters Score -1.192947e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 95992 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30298 members 
Mstep: Class 5 contains 33109 members 
Mstep: Class 6 contains 36034 members 
Mstep: Class 7 contains 25216 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172371 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278322 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178158 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49920 members 
Mstep: Class 20 contains 43377 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294744.000000 Penalty: 71765.531250
Iteration 383Q: 22 clusters Score -1.192947e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 95991 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30298 members 
Mstep: Class 5 contains 33110 members 
Mstep: Class 6 contains 36033 members 
Mstep: Class 7 contains 25217 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172367 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278331 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178156 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49918 members 
Mstep: Class 20 contains 43376 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294768.000000 Penalty: 71765.531250
Iteration 384Q: 22 clusters Score -1.192948e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 95990 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30298 members 
Mstep: Class 5 contains 33110 members 
Mstep: Class 6 contains 36033 members 
Mstep: Class 7 contains 25215 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172365 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278344 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178151 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49917 members 
Mstep: Class 20 contains 43375 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294808.000000 Penalty: 71765.531250
Iteration 385Q: 22 clusters Score -1.192948e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 95988 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30298 members 
Mstep: Class 5 contains 33110 members 
Mstep: Class 6 contains 36032 members 
Mstep: Class 7 contains 25213 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172363 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278365 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178142 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49915 members 
Mstep: Class 20 contains 43373 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294832.000000 Penalty: 71765.531250
Iteration 386Q: 22 clusters Score -1.192948e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95987 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33110 members 
Mstep: Class 6 contains 36031 members 
Mstep: Class 7 contains 25212 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172359 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278379 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178134 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49916 members 
Mstep: Class 20 contains 43373 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294816.000000 Penalty: 71765.531250
Iteration 387Q: 22 clusters Score -1.192948e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95985 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33111 members 
Mstep: Class 6 contains 36032 members 
Mstep: Class 7 contains 25210 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172352 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278400 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178121 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49917 members 
Mstep: Class 20 contains 43373 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294864.000000 Penalty: 71765.531250
Iteration 388Q: 22 clusters Score -1.192949e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 95980 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33111 members 
Mstep: Class 6 contains 36034 members 
Mstep: Class 7 contains 25208 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172350 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278421 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178109 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49914 members 
Mstep: Class 20 contains 43373 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294824.000000 Penalty: 71765.531250
Iteration 389Q: 22 clusters Score -1.192948e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 95977 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30298 members 
Mstep: Class 5 contains 33111 members 
Mstep: Class 6 contains 36036 members 
Mstep: Class 7 contains 25207 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172349 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278430 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178104 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49915 members 
Mstep: Class 20 contains 43371 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294800.000000 Penalty: 71765.531250
Iteration 390Q: 22 clusters Score -1.192948e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 95974 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33111 members 
Mstep: Class 6 contains 36039 members 
Mstep: Class 7 contains 25207 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172345 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278445 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178094 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49914 members 
Mstep: Class 20 contains 43370 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294912.000000 Penalty: 71765.531250
Iteration 391Q: 22 clusters Score -1.192949e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 95972 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33113 members 
Mstep: Class 6 contains 36040 members 
Mstep: Class 7 contains 25207 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172341 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278454 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178089 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49912 members 
Mstep: Class 20 contains 43370 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294912.000000 Penalty: 71765.531250
Iteration 392Q: 22 clusters Score -1.192949e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 95970 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36042 members 
Mstep: Class 7 contains 25207 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172339 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278465 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178082 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49911 members 
Mstep: Class 20 contains 43369 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294896.000000 Penalty: 71765.531250
Iteration 393Q: 22 clusters Score -1.192949e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 95963 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33113 members 
Mstep: Class 6 contains 36040 members 
Mstep: Class 7 contains 25207 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172338 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278482 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178076 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49909 members 
Mstep: Class 20 contains 43370 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294856.000000 Penalty: 71765.531250
Iteration 394Q: 22 clusters Score -1.192949e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 95959 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30297 members 
Mstep: Class 5 contains 33111 members 
Mstep: Class 6 contains 36040 members 
Mstep: Class 7 contains 25207 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172340 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278492 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178079 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43367 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294832.000000 Penalty: 71765.531250
Iteration 395Q: 22 clusters Score -1.192948e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 95957 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30298 members 
Mstep: Class 5 contains 33110 members 
Mstep: Class 6 contains 36040 members 
Mstep: Class 7 contains 25207 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172333 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278504 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178085 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49901 members 
Mstep: Class 20 contains 43363 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294880.000000 Penalty: 71765.531250
Iteration 396Q: 22 clusters Score -1.192949e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 95955 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30298 members 
Mstep: Class 5 contains 33113 members 
Mstep: Class 6 contains 36040 members 
Mstep: Class 7 contains 25207 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172331 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278504 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178092 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49902 members 
Mstep: Class 20 contains 43357 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294880.000000 Penalty: 71765.531250
Iteration 397Q: 22 clusters Score -1.192949e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95954 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33111 members 
Mstep: Class 6 contains 36040 members 
Mstep: Class 7 contains 25206 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172330 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278510 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178092 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49904 members 
Mstep: Class 20 contains 43354 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294856.000000 Penalty: 71765.531250
Iteration 398Q: 22 clusters Score -1.192949e+08 nChanged 41
Entering ConstructFrom: 
Score: -119294856.000000 Penalty: 71765.531250
Entering ConstructFrom: 
Trying to split cluster 1 (13587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Entering Unmasked Estep 
Score: -1622420.125000 Penalty: 2360.183350
	Iteration 0F: 2 clusters Score -1622420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1612519.875000 Penalty: 4720.366699
	Iteration 0F: 3 clusters Score -1612520 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1615837.000000 Penalty: 4720.366699
	Iteration 1F: 3 clusters Score -1615837 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1616468.375000 Penalty: 4720.366699
	Iteration 2F: 3 clusters Score -1616468 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1617286.750000 Penalty: 4720.366699
	Iteration 3F: 3 clusters Score -1617287 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1618344.500000 Penalty: 4720.366699
	Iteration 4F: 3 clusters Score -1618344 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1619420.250000 Penalty: 4720.366699
	Iteration 5F: 3 clusters Score -1619420 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1620222.875000 Penalty: 4720.366699
	Iteration 6F: 3 clusters Score -1620223 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1620695.375000 Penalty: 4720.366699
	Iteration 7F: 3 clusters Score -1620695 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1620948.125000 Penalty: 4720.366699
	Iteration 8Q: 3 clusters Score -1620948 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1621073.625000 Penalty: 4720.366699
	Iteration 9Q: 3 clusters Score -1621074 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1621139.750000 Penalty: 4720.366699
	Iteration 10Q: 3 clusters Score -1621140 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1621182.250000 Penalty: 4720.366699
	Iteration 11Q: 3 clusters Score -1621182 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1621216.500000 Penalty: 4720.366699
	Iteration 12Q: 3 clusters Score -1621216 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1621250.750000 Penalty: 4720.366699
	Iteration 13Q: 3 clusters Score -1621251 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1621275.000000 Penalty: 4720.366699
	Iteration 14Q: 3 clusters Score -1621275 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1621296.750000 Penalty: 4720.366699
	Iteration 15Q: 3 clusters Score -1621297 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1621313.750000 Penalty: 4720.366699
	Iteration 16Q: 3 clusters Score -1621314 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1621332.125000 Penalty: 4720.366699
	Iteration 17Q: 3 clusters Score -1621332 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1621342.625000 Penalty: 4720.366699
	Iteration 18Q: 3 clusters Score -1621343 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1621352.750000 Penalty: 4720.366699
	Iteration 19Q: 3 clusters Score -1621353 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1621364.875000 Penalty: 4720.366699
	Iteration 20F: 3 clusters Score -1621365 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1621374.750000 Penalty: 4720.366699
	Iteration 21Q: 3 clusters Score -1621375 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1621379.875000 Penalty: 4720.366699
	Iteration 22Q: 3 clusters Score -1621380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1621387.625000 Penalty: 4720.366699
	Iteration 23Q: 3 clusters Score -1621388 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1621395.750000 Penalty: 4720.366699
	Iteration 24Q: 3 clusters Score -1621396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1621400.375000 Penalty: 4720.366699
	Iteration 25Q: 3 clusters Score -1621400 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1621406.750000 Penalty: 4720.366699
	Iteration 26Q: 3 clusters Score -1621407 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1621411.125000 Penalty: 4720.366699
	Iteration 27Q: 3 clusters Score -1621411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1621419.000000 Penalty: 4720.366699
	Iteration 28Q: 3 clusters Score -1621419 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1621425.000000 Penalty: 4720.366699
	Iteration 29Q: 3 clusters Score -1621425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1621426.375000 Penalty: 4720.366699
	Iteration 30Q: 3 clusters Score -1621426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1621428.500000 Penalty: 4720.366699
	Iteration 31Q: 3 clusters Score -1621428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1621429.000000 Penalty: 4720.366699
	Iteration 32Q: 3 clusters Score -1621429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1621430.875000 Penalty: 4720.366699
	Iteration 33Q: 3 clusters Score -1621431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1621433.625000 Penalty: 4720.366699
	Iteration 34Q: 3 clusters Score -1621434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1621434.000000 Penalty: 4720.366699
	Iteration 35Q: 3 clusters Score -1621434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1621438.250000 Penalty: 4720.366699
	Iteration 36Q: 3 clusters Score -1621438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1621436.250000 Penalty: 4720.366699
	Iteration 37Q: 3 clusters Score -1621436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1621437.000000 Penalty: 4720.366699
	Iteration 38Q: 3 clusters Score -1621437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1621436.125000 Penalty: 4720.366699
	Iteration 39Q: 3 clusters Score -1621436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1621436.500000 Penalty: 4720.366699
	Iteration 40F: 3 clusters Score -1621436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1621439.750000 Penalty: 4720.366699
	Iteration 41Q: 3 clusters Score -1621440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1621441.000000 Penalty: 4720.366699
	Iteration 42Q: 3 clusters Score -1621441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1621441.875000 Penalty: 4720.366699
	Iteration 43Q: 3 clusters Score -1621442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1621448.750000 Penalty: 4720.366699
	Iteration 44Q: 3 clusters Score -1621449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1621450.750000 Penalty: 4720.366699
	Iteration 45Q: 3 clusters Score -1621451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1621453.750000 Penalty: 4720.366699
	Iteration 46Q: 3 clusters Score -1621454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1621453.000000 Penalty: 4720.366699
	Iteration 47Q: 3 clusters Score -1621453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1621451.250000 Penalty: 4720.366699
	Iteration 48Q: 3 clusters Score -1621451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1621449.125000 Penalty: 4720.366699
	Iteration 49Q: 3 clusters Score -1621449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1621448.250000 Penalty: 4720.366699
	Iteration 50Q: 3 clusters Score -1621448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1621453.375000 Penalty: 4720.366699
	Iteration 51Q: 3 clusters Score -1621453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1621455.750000 Penalty: 4720.366699
	Iteration 52Q: 3 clusters Score -1621456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1621451.875000 Penalty: 4720.366699
	Iteration 53Q: 3 clusters Score -1621452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1621456.750000 Penalty: 4720.366699
	Iteration 54Q: 3 clusters Score -1621457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1621460.750000 Penalty: 4720.366699
	Iteration 55Q: 3 clusters Score -1621461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1621463.250000 Penalty: 4720.366699
	Iteration 56Q: 3 clusters Score -1621463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1621464.000000 Penalty: 4720.366699
	Iteration 57Q: 3 clusters Score -1621464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1621465.625000 Penalty: 4720.366699
	Iteration 58Q: 3 clusters Score -1621466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1621464.125000 Penalty: 4720.366699
	Iteration 59Q: 3 clusters Score -1621464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1621464.875000 Penalty: 4720.366699
	Iteration 60F: 3 clusters Score -1621465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1621467.500000 Penalty: 4720.366699
	Iteration 61Q: 3 clusters Score -1621468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1621465.500000 Penalty: 4720.366699
	Iteration 62Q: 3 clusters Score -1621466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1621466.875000 Penalty: 4720.366699
	Iteration 63Q: 3 clusters Score -1621467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1621466.000000 Penalty: 4720.366699
	Iteration 64Q: 3 clusters Score -1621466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1621466.500000 Penalty: 4720.366699
	Iteration 65Q: 3 clusters Score -1621466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1621463.875000 Penalty: 4720.366699
	Iteration 66Q: 3 clusters Score -1621464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1621463.125000 Penalty: 4720.366699
	Iteration 67Q: 3 clusters Score -1621463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1621463.125000 Penalty: 4720.366699
	Iteration 68Q: 3 clusters Score -1621463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1621463.750000 Penalty: 4720.366699
	Iteration 69Q: 3 clusters Score -1621464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1621464.250000 Penalty: 4720.366699
	Iteration 70Q: 3 clusters Score -1621464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1621465.750000 Penalty: 4720.366699
	Iteration 71Q: 3 clusters Score -1621466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1621468.500000 Penalty: 4720.366699
	Iteration 72Q: 3 clusters Score -1621468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1621468.500000 Penalty: 4720.366699
	Iteration 73F: 3 clusters Score -1621468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (95953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95953 members 
Entering Unmasked Estep 
Score: -12145179.000000 Penalty: 2844.960205
	Iteration 0F: 2 clusters Score -1.214518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -12080939.000000 Penalty: 5689.920410
	Iteration 0F: 3 clusters Score -1.208094e+07 nChanged 45109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -12106603.000000 Penalty: 5689.920410
	Iteration 1F: 3 clusters Score -1.21066e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 50860 members 
Entering Unmasked Estep 
Score: -12107249.000000 Penalty: 5689.920410
	Iteration 2Q: 3 clusters Score -1.210725e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 52223 members 
Entering Unmasked Estep 
Score: -12108002.000000 Penalty: 5689.920410
	Iteration 3Q: 3 clusters Score -1.2108e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -12108994.000000 Penalty: 5689.920410
	Iteration 4Q: 3 clusters Score -1.210899e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -12110704.000000 Penalty: 5689.920410
	Iteration 5Q: 3 clusters Score -1.21107e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 61669 members 
Entering Unmasked Estep 
Score: -12113575.000000 Penalty: 5689.920410
	Iteration 6F: 3 clusters Score -1.211358e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 67550 members 
Entering Unmasked Estep 
Score: -12118250.000000 Penalty: 5689.920410
	Iteration 7F: 3 clusters Score -1.211825e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 74595 members 
Entering Unmasked Estep 
Score: -12124899.000000 Penalty: 5689.920410
	Iteration 8F: 3 clusters Score -1.21249e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 81371 members 
Entering Unmasked Estep 
Score: -12132022.000000 Penalty: 5689.920410
	Iteration 9F: 3 clusters Score -1.213202e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 86029 members 
Entering Unmasked Estep 
Score: -12137426.000000 Penalty: 5689.920410
	Iteration 10F: 3 clusters Score -1.213743e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 88403 members 
Entering Unmasked Estep 
Score: -12140036.000000 Penalty: 5689.920410
	Iteration 11Q: 3 clusters Score -1.214004e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 89641 members 
Entering Unmasked Estep 
Score: -12141132.000000 Penalty: 5689.920410
	Iteration 12Q: 3 clusters Score -1.214113e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 90535 members 
Entering Unmasked Estep 
Score: -12141644.000000 Penalty: 5689.920410
	Iteration 13Q: 3 clusters Score -1.214164e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 91211 members 
Entering Unmasked Estep 
Score: -12142129.000000 Penalty: 5689.920410
	Iteration 14Q: 3 clusters Score -1.214213e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 91772 members 
Entering Unmasked Estep 
Score: -12142463.000000 Penalty: 5689.920410
	Iteration 15Q: 3 clusters Score -1.214246e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 92254 members 
Entering Unmasked Estep 
Score: -12142734.000000 Penalty: 5689.920410
	Iteration 16Q: 3 clusters Score -1.214273e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 92619 members 
Entering Unmasked Estep 
Score: -12142913.000000 Penalty: 5689.920410
	Iteration 17Q: 3 clusters Score -1.214291e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 92918 members 
Entering Unmasked Estep 
Score: -12143081.000000 Penalty: 5689.920410
	Iteration 18Q: 3 clusters Score -1.214308e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 93141 members 
Entering Unmasked Estep 
Score: -12143138.000000 Penalty: 5689.920410
	Iteration 19Q: 3 clusters Score -1.214314e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 93309 members 
Entering Unmasked Estep 
Score: -12143217.000000 Penalty: 5689.920410
	Iteration 20F: 3 clusters Score -1.214322e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 93465 members 
Entering Unmasked Estep 
Score: -12143289.000000 Penalty: 5689.920410
	Iteration 21Q: 3 clusters Score -1.214329e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 93606 members 
Entering Unmasked Estep 
Score: -12143337.000000 Penalty: 5689.920410
	Iteration 22Q: 3 clusters Score -1.214334e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 93710 members 
Entering Unmasked Estep 
Score: -12143382.000000 Penalty: 5689.920410
	Iteration 23Q: 3 clusters Score -1.214338e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
Score: -12143414.000000 Penalty: 5689.920410
	Iteration 24Q: 3 clusters Score -1.214341e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 93869 members 
Entering Unmasked Estep 
Score: -12143468.000000 Penalty: 5689.920410
	Iteration 25Q: 3 clusters Score -1.214347e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 93913 members 
Entering Unmasked Estep 
Score: -12143446.000000 Penalty: 5689.920410
	Iteration 26Q: 3 clusters Score -1.214345e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 93949 members 
Entering Unmasked Estep 
Score: -12143454.000000 Penalty: 5689.920410
	Iteration 27Q: 3 clusters Score -1.214345e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 93975 members 
Entering Unmasked Estep 
Score: -12143464.000000 Penalty: 5689.920410
	Iteration 28Q: 3 clusters Score -1.214346e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 93993 members 
Entering Unmasked Estep 
Score: -12143479.000000 Penalty: 5689.920410
	Iteration 29Q: 3 clusters Score -1.214348e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 94017 members 
Entering Unmasked Estep 
Score: -12143490.000000 Penalty: 5689.920410
	Iteration 30Q: 3 clusters Score -1.214349e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 94037 members 
Entering Unmasked Estep 
Score: -12143497.000000 Penalty: 5689.920410
	Iteration 31Q: 3 clusters Score -1.21435e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 94062 members 
Entering Unmasked Estep 
Score: -12143501.000000 Penalty: 5689.920410
	Iteration 32Q: 3 clusters Score -1.21435e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 94075 members 
Entering Unmasked Estep 
Score: -12143489.000000 Penalty: 5689.920410
	Iteration 33Q: 3 clusters Score -1.214349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 94085 members 
Entering Unmasked Estep 
Score: -12143496.000000 Penalty: 5689.920410
	Iteration 34Q: 3 clusters Score -1.21435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 94093 members 
Entering Unmasked Estep 
Score: -12143483.000000 Penalty: 5689.920410
	Iteration 35Q: 3 clusters Score -1.214348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 94099 members 
Entering Unmasked Estep 
Score: -12143488.000000 Penalty: 5689.920410
	Iteration 36Q: 3 clusters Score -1.214349e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 94115 members 
Entering Unmasked Estep 
Score: -12143503.000000 Penalty: 5689.920410
	Iteration 37Q: 3 clusters Score -1.21435e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 94128 members 
Entering Unmasked Estep 
Score: -12143493.000000 Penalty: 5689.920410
	Iteration 38Q: 3 clusters Score -1.214349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 94136 members 
Entering Unmasked Estep 
Score: -12143512.000000 Penalty: 5689.920410
	Iteration 39Q: 3 clusters Score -1.214351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 94143 members 
Entering Unmasked Estep 
Score: -12143505.000000 Penalty: 5689.920410
	Iteration 40F: 3 clusters Score -1.21435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 94144 members 
Entering Unmasked Estep 
Score: -12143493.000000 Penalty: 5689.920410
	Iteration 41Q: 3 clusters Score -1.214349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 94145 members 
Entering Unmasked Estep 
Score: -12143499.000000 Penalty: 5689.920410
	Iteration 42Q: 3 clusters Score -1.21435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 94146 members 
Entering Unmasked Estep 
Score: -12143497.000000 Penalty: 5689.920410
	Iteration 43Q: 3 clusters Score -1.21435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 94146 members 
Entering Unmasked Estep 
Score: -12143497.000000 Penalty: 5689.920410
	Iteration 44F: 3 clusters Score -1.21435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -255761.546875 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -255761.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -253045.265625 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -253045.3 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -253544.781250 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -253544.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -253738.093750 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -253738.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -253891.140625 Penalty: 3803.606201
	Iteration 3F: 3 clusters Score -253891.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -254036.453125 Penalty: 3803.606201
	Iteration 4F: 3 clusters Score -254036.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -254169.406250 Penalty: 3803.606201
	Iteration 5Q: 3 clusters Score -254169.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -254309.859375 Penalty: 3803.606201
	Iteration 6Q: 3 clusters Score -254309.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -254498.937500 Penalty: 3803.606201
	Iteration 7Q: 3 clusters Score -254498.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -254745.625000 Penalty: 3803.606201
	Iteration 8Q: 3 clusters Score -254745.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -255113.078125 Penalty: 3803.606201
	Iteration 9F: 3 clusters Score -255113.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -255407.625000 Penalty: 3803.606201
	Iteration 10F: 3 clusters Score -255407.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -255670.234375 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -255670.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -255937.609375 Penalty: 3803.606201
	Iteration 12Q: 3 clusters Score -255937.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -256207.281250 Penalty: 3803.606201
	Iteration 13Q: 3 clusters Score -256207.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -256350.984375 Penalty: 3803.606201
	Iteration 14Q: 3 clusters Score -256351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -256387.671875 Penalty: 3803.606201
	Iteration 15Q: 3 clusters Score -256387.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -256394.046875 Penalty: 3803.606201
	Iteration 16Q: 3 clusters Score -256394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -256397.796875 Penalty: 3803.606201
	Iteration 17Q: 3 clusters Score -256397.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -256401.625000 Penalty: 3803.606201
	Iteration 18Q: 3 clusters Score -256401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -256401.656250 Penalty: 3803.606201
	Iteration 19Q: 3 clusters Score -256401.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -256401.656250 Penalty: 3803.606201
	Iteration 20F: 3 clusters Score -256401.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95953 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33112 members 
Mstep: Class 6 contains 36040 members 
Mstep: Class 7 contains 25205 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172323 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278508 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178098 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49907 members 
Mstep: Class 20 contains 43355 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 1057 members 
Entering Unmasked Estep 
Score: -119294008.000000 Penalty: 75182.937500
Splitting cluster 3 changes total score from -119294856.000000 to -119294008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (30299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Entering Unmasked Estep 
Score: -3866034.500000 Penalty: 2559.079590
	Iteration 0F: 2 clusters Score -3866034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3845276.500000 Penalty: 5118.159180
	Iteration 0F: 3 clusters Score -3845276 nChanged 13772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -3852745.250000 Penalty: 5118.159180
	Iteration 1F: 3 clusters Score -3852745 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3853111.000000 Penalty: 5118.159180
	Iteration 2Q: 3 clusters Score -3853111 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -3853376.500000 Penalty: 5118.159180
	Iteration 3Q: 3 clusters Score -3853376 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -3853621.750000 Penalty: 5118.159180
	Iteration 4Q: 3 clusters Score -3853622 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -3853794.000000 Penalty: 5118.159180
	Iteration 5Q: 3 clusters Score -3853794 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -3853971.500000 Penalty: 5118.159180
	Iteration 6Q: 3 clusters Score -3853972 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3854145.750000 Penalty: 5118.159180
	Iteration 7Q: 3 clusters Score -3854146 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -3854333.000000 Penalty: 5118.159180
	Iteration 8Q: 3 clusters Score -3854333 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -3854572.000000 Penalty: 5118.159180
	Iteration 9Q: 3 clusters Score -3854572 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -3854891.750000 Penalty: 5118.159180
	Iteration 10Q: 3 clusters Score -3854892 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3855384.750000 Penalty: 5118.159180
	Iteration 11Q: 3 clusters Score -3855385 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3856227.000000 Penalty: 5118.159180
	Iteration 12Q: 3 clusters Score -3856227 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3857479.750000 Penalty: 5118.159180
	Iteration 13F: 3 clusters Score -3857480 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3859068.000000 Penalty: 5118.159180
	Iteration 14F: 3 clusters Score -3859068 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3860862.000000 Penalty: 5118.159180
	Iteration 15F: 3 clusters Score -3860862 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3862251.750000 Penalty: 5118.159180
	Iteration 16Q: 3 clusters Score -3862252 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -3863056.500000 Penalty: 5118.159180
	Iteration 17Q: 3 clusters Score -3863056 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -3863396.500000 Penalty: 5118.159180
	Iteration 18Q: 3 clusters Score -3863396 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -3863589.500000 Penalty: 5118.159180
	Iteration 19Q: 3 clusters Score -3863590 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -3863718.750000 Penalty: 5118.159180
	Iteration 20F: 3 clusters Score -3863719 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -3863795.000000 Penalty: 5118.159180
	Iteration 21Q: 3 clusters Score -3863795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -3863844.750000 Penalty: 5118.159180
	Iteration 22Q: 3 clusters Score -3863845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -3863869.750000 Penalty: 5118.159180
	Iteration 23Q: 3 clusters Score -3863870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -3863906.000000 Penalty: 5118.159180
	Iteration 24Q: 3 clusters Score -3863906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -3863922.500000 Penalty: 5118.159180
	Iteration 25Q: 3 clusters Score -3863922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -3863938.500000 Penalty: 5118.159180
	Iteration 26Q: 3 clusters Score -3863938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -3863939.000000 Penalty: 5118.159180
	Iteration 27Q: 3 clusters Score -3863939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -3863939.750000 Penalty: 5118.159180
	Iteration 28Q: 3 clusters Score -3863940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -3863946.500000 Penalty: 5118.159180
	Iteration 29Q: 3 clusters Score -3863946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -3863946.500000 Penalty: 5118.159180
	Iteration 30F: 3 clusters Score -3863946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Entering Unmasked Estep 
Score: -4223961.500000 Penalty: 2581.097412
	Iteration 0F: 2 clusters Score -4223962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -4201261.500000 Penalty: 5162.194824
	Iteration 0F: 3 clusters Score -4201262 nChanged 15015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -4209274.000000 Penalty: 5162.194824
	Iteration 1F: 3 clusters Score -4209274 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -4209699.000000 Penalty: 5162.194824
	Iteration 2Q: 3 clusters Score -4209699 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -4210163.500000 Penalty: 5162.194824
	Iteration 3Q: 3 clusters Score -4210164 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -4210642.000000 Penalty: 5162.194824
	Iteration 4Q: 3 clusters Score -4210642 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -4211259.500000 Penalty: 5162.194824
	Iteration 5Q: 3 clusters Score -4211260 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -4212094.500000 Penalty: 5162.194824
	Iteration 6Q: 3 clusters Score -4212094 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -4213416.000000 Penalty: 5162.194824
	Iteration 7F: 3 clusters Score -4213416 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -4215291.500000 Penalty: 5162.194824
	Iteration 8F: 3 clusters Score -4215292 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -4217563.500000 Penalty: 5162.194824
	Iteration 9F: 3 clusters Score -4217564 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4219528.500000 Penalty: 5162.194824
	Iteration 10F: 3 clusters Score -4219528 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4220663.000000 Penalty: 5162.194824
	Iteration 11Q: 3 clusters Score -4220663 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4221213.500000 Penalty: 5162.194824
	Iteration 12Q: 3 clusters Score -4221214 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4221426.500000 Penalty: 5162.194824
	Iteration 13Q: 3 clusters Score -4221426 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4221581.000000 Penalty: 5162.194824
	Iteration 14Q: 3 clusters Score -4221581 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4221655.000000 Penalty: 5162.194824
	Iteration 15Q: 3 clusters Score -4221655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4221687.000000 Penalty: 5162.194824
	Iteration 16Q: 3 clusters Score -4221687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4221722.500000 Penalty: 5162.194824
	Iteration 17Q: 3 clusters Score -4221722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4221738.000000 Penalty: 5162.194824
	Iteration 18Q: 3 clusters Score -4221738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4221756.000000 Penalty: 5162.194824
	Iteration 19Q: 3 clusters Score -4221756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4221762.500000 Penalty: 5162.194824
	Iteration 20F: 3 clusters Score -4221762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4221761.000000 Penalty: 5162.194824
	Iteration 21Q: 3 clusters Score -4221761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4221768.000000 Penalty: 5162.194824
	Iteration 22Q: 3 clusters Score -4221768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4221777.500000 Penalty: 5162.194824
	Iteration 23Q: 3 clusters Score -4221778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4221785.500000 Penalty: 5162.194824
	Iteration 24Q: 3 clusters Score -4221786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4221789.000000 Penalty: 5162.194824
	Iteration 25Q: 3 clusters Score -4221789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4221789.000000 Penalty: 5162.194824
	Iteration 26F: 3 clusters Score -4221789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Entering Unmasked Estep 
Score: -4598007.000000 Penalty: 2602.111572
	Iteration 0F: 2 clusters Score -4598007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -4573487.500000 Penalty: 5204.223145
	Iteration 0F: 3 clusters Score -4573488 nChanged 16438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -4582577.000000 Penalty: 5204.223145
	Iteration 1F: 3 clusters Score -4582577 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -4583190.000000 Penalty: 5204.223145
	Iteration 2Q: 3 clusters Score -4583190 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -4583788.500000 Penalty: 5204.223145
	Iteration 3Q: 3 clusters Score -4583788 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -4584472.500000 Penalty: 5204.223145
	Iteration 4Q: 3 clusters Score -4584472 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -4585255.500000 Penalty: 5204.223145
	Iteration 5Q: 3 clusters Score -4585256 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -4586239.500000 Penalty: 5204.223145
	Iteration 6Q: 3 clusters Score -4586240 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -4587509.500000 Penalty: 5204.223145
	Iteration 7F: 3 clusters Score -4587510 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -4588866.000000 Penalty: 5204.223145
	Iteration 8F: 3 clusters Score -4588866 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -4590007.000000 Penalty: 5204.223145
	Iteration 9F: 3 clusters Score -4590007 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -4590711.500000 Penalty: 5204.223145
	Iteration 10Q: 3 clusters Score -4590712 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -4591074.000000 Penalty: 5204.223145
	Iteration 11Q: 3 clusters Score -4591074 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -4591221.500000 Penalty: 5204.223145
	Iteration 12Q: 3 clusters Score -4591222 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -4591331.000000 Penalty: 5204.223145
	Iteration 13Q: 3 clusters Score -4591331 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -4591453.500000 Penalty: 5204.223145
	Iteration 14Q: 3 clusters Score -4591454 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -4591526.000000 Penalty: 5204.223145
	Iteration 15Q: 3 clusters Score -4591526 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -4591592.500000 Penalty: 5204.223145
	Iteration 16Q: 3 clusters Score -4591592 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -4591666.000000 Penalty: 5204.223145
	Iteration 17Q: 3 clusters Score -4591666 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -4591727.000000 Penalty: 5204.223145
	Iteration 18Q: 3 clusters Score -4591727 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -4591796.500000 Penalty: 5204.223145
	Iteration 19Q: 3 clusters Score -4591796 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -4591866.500000 Penalty: 5204.223145
	Iteration 20F: 3 clusters Score -4591866 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -4591920.500000 Penalty: 5204.223145
	Iteration 21Q: 3 clusters Score -4591920 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -4592010.500000 Penalty: 5204.223145
	Iteration 22Q: 3 clusters Score -4592010 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -4592076.500000 Penalty: 5204.223145
	Iteration 23Q: 3 clusters Score -4592076 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -4592151.500000 Penalty: 5204.223145
	Iteration 24Q: 3 clusters Score -4592152 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -4592228.500000 Penalty: 5204.223145
	Iteration 25Q: 3 clusters Score -4592228 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -4592298.500000 Penalty: 5204.223145
	Iteration 26Q: 3 clusters Score -4592298 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -4592343.000000 Penalty: 5204.223145
	Iteration 27Q: 3 clusters Score -4592343 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -4592389.000000 Penalty: 5204.223145
	Iteration 28Q: 3 clusters Score -4592389 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -4592443.000000 Penalty: 5204.223145
	Iteration 29Q: 3 clusters Score -4592443 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -4592471.000000 Penalty: 5204.223145
	Iteration 30Q: 3 clusters Score -4592471 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -4592500.000000 Penalty: 5204.223145
	Iteration 31Q: 3 clusters Score -4592500 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -4592500.500000 Penalty: 5204.223145
	Iteration 32Q: 3 clusters Score -4592500 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -4592522.500000 Penalty: 5204.223145
	Iteration 33Q: 3 clusters Score -4592522 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -4592541.500000 Penalty: 5204.223145
	Iteration 34Q: 3 clusters Score -4592542 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -4592559.500000 Penalty: 5204.223145
	Iteration 35Q: 3 clusters Score -4592560 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -4592566.500000 Penalty: 5204.223145
	Iteration 36Q: 3 clusters Score -4592566 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -4592582.500000 Penalty: 5204.223145
	Iteration 37Q: 3 clusters Score -4592582 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -4592592.500000 Penalty: 5204.223145
	Iteration 38Q: 3 clusters Score -4592592 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -4592610.500000 Penalty: 5204.223145
	Iteration 39Q: 3 clusters Score -4592610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -4592618.500000 Penalty: 5204.223145
	Iteration 40F: 3 clusters Score -4592618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -4592629.000000 Penalty: 5204.223145
	Iteration 41Q: 3 clusters Score -4592629 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -4592643.000000 Penalty: 5204.223145
	Iteration 42Q: 3 clusters Score -4592643 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -4592650.500000 Penalty: 5204.223145
	Iteration 43Q: 3 clusters Score -4592650 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -4592638.000000 Penalty: 5204.223145
	Iteration 44Q: 3 clusters Score -4592638 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -4592626.500000 Penalty: 5204.223145
	Iteration 45Q: 3 clusters Score -4592626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -4592639.000000 Penalty: 5204.223145
	Iteration 46Q: 3 clusters Score -4592639 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -4592640.500000 Penalty: 5204.223145
	Iteration 47Q: 3 clusters Score -4592640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -4592638.500000 Penalty: 5204.223145
	Iteration 48Q: 3 clusters Score -4592638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -4592642.000000 Penalty: 5204.223145
	Iteration 49Q: 3 clusters Score -4592642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -4592635.500000 Penalty: 5204.223145
	Iteration 50Q: 3 clusters Score -4592636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -4592640.500000 Penalty: 5204.223145
	Iteration 51Q: 3 clusters Score -4592640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -4592648.500000 Penalty: 5204.223145
	Iteration 52Q: 3 clusters Score -4592648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -4592649.500000 Penalty: 5204.223145
	Iteration 53Q: 3 clusters Score -4592650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -4592647.000000 Penalty: 5204.223145
	Iteration 54Q: 3 clusters Score -4592647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -4592647.000000 Penalty: 5204.223145
	Iteration 55Q: 3 clusters Score -4592647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -4592648.000000 Penalty: 5204.223145
	Iteration 56Q: 3 clusters Score -4592648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -4592655.500000 Penalty: 5204.223145
	Iteration 57Q: 3 clusters Score -4592656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -4592654.500000 Penalty: 5204.223145
	Iteration 58Q: 3 clusters Score -4592654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -4592655.000000 Penalty: 5204.223145
	Iteration 59Q: 3 clusters Score -4592655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -4592659.500000 Penalty: 5204.223145
	Iteration 60F: 3 clusters Score -4592660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -4592663.000000 Penalty: 5204.223145
	Iteration 61Q: 3 clusters Score -4592663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -4592658.000000 Penalty: 5204.223145
	Iteration 62Q: 3 clusters Score -4592658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -4592659.000000 Penalty: 5204.223145
	Iteration 63Q: 3 clusters Score -4592659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -4592662.500000 Penalty: 5204.223145
	Iteration 64Q: 3 clusters Score -4592662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -4592663.500000 Penalty: 5204.223145
	Iteration 65Q: 3 clusters Score -4592664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -4592656.500000 Penalty: 5204.223145
	Iteration 66Q: 3 clusters Score -4592656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -4592663.000000 Penalty: 5204.223145
	Iteration 67Q: 3 clusters Score -4592663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -4592661.000000 Penalty: 5204.223145
	Iteration 68Q: 3 clusters Score -4592661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -4592661.500000 Penalty: 5204.223145
	Iteration 69Q: 3 clusters Score -4592662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -4592669.500000 Penalty: 5204.223145
	Iteration 70Q: 3 clusters Score -4592670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -4592669.500000 Penalty: 5204.223145
	Iteration 71F: 3 clusters Score -4592670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Entering Unmasked Estep 
Score: -3051980.000000 Penalty: 2513.429932
	Iteration 0F: 2 clusters Score -3051980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -3034457.250000 Penalty: 5026.859863
	Iteration 0F: 3 clusters Score -3034457 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3040575.750000 Penalty: 5026.859863
	Iteration 1F: 3 clusters Score -3040576 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3041182.750000 Penalty: 5026.859863
	Iteration 2F: 3 clusters Score -3041183 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3042049.500000 Penalty: 5026.859863
	Iteration 3F: 3 clusters Score -3042050 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3043129.750000 Penalty: 5026.859863
	Iteration 4F: 3 clusters Score -3043130 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -3044406.750000 Penalty: 5026.859863
	Iteration 5F: 3 clusters Score -3044407 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -3045831.500000 Penalty: 5026.859863
	Iteration 6F: 3 clusters Score -3045832 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -3047242.250000 Penalty: 5026.859863
	Iteration 7F: 3 clusters Score -3047242 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -3048434.750000 Penalty: 5026.859863
	Iteration 8F: 3 clusters Score -3048435 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -3049391.250000 Penalty: 5026.859863
	Iteration 9Q: 3 clusters Score -3049391 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -3050082.500000 Penalty: 5026.859863
	Iteration 10Q: 3 clusters Score -3050082 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -3050494.000000 Penalty: 5026.859863
	Iteration 11Q: 3 clusters Score -3050494 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -3050717.250000 Penalty: 5026.859863
	Iteration 12Q: 3 clusters Score -3050717 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -3050828.500000 Penalty: 5026.859863
	Iteration 13Q: 3 clusters Score -3050828 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3050875.750000 Penalty: 5026.859863
	Iteration 14Q: 3 clusters Score -3050876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3050907.750000 Penalty: 5026.859863
	Iteration 15Q: 3 clusters Score -3050908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -3050936.250000 Penalty: 5026.859863
	Iteration 16Q: 3 clusters Score -3050936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -3050942.250000 Penalty: 5026.859863
	Iteration 17Q: 3 clusters Score -3050942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3050942.250000 Penalty: 5026.859863
	Iteration 18Q: 3 clusters Score -3050942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -3050946.750000 Penalty: 5026.859863
	Iteration 19Q: 3 clusters Score -3050947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -3050949.750000 Penalty: 5026.859863
	Iteration 20F: 3 clusters Score -3050950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3050952.750000 Penalty: 5026.859863
	Iteration 21Q: 3 clusters Score -3050953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -3050949.250000 Penalty: 5026.859863
	Iteration 22Q: 3 clusters Score -3050949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -3050951.250000 Penalty: 5026.859863
	Iteration 23Q: 3 clusters Score -3050951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3050949.250000 Penalty: 5026.859863
	Iteration 24Q: 3 clusters Score -3050949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3050949.250000 Penalty: 5026.859863
	Iteration 25F: 3 clusters Score -3050949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -349504.375000 Penalty: 1977.598877
	Iteration 0F: 2 clusters Score -349504.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -346276.937500 Penalty: 3955.197754
	Iteration 0F: 3 clusters Score -346276.9 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -346922.531250 Penalty: 3955.197754
	Iteration 1F: 3 clusters Score -346922.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -347066.906250 Penalty: 3955.197754
	Iteration 2F: 3 clusters Score -347066.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -347155.906250 Penalty: 3955.197754
	Iteration 3Q: 3 clusters Score -347155.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -347222.875000 Penalty: 3955.197754
	Iteration 4Q: 3 clusters Score -347222.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -347289.187500 Penalty: 3955.197754
	Iteration 5Q: 3 clusters Score -347289.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -347338.406250 Penalty: 3955.197754
	Iteration 6Q: 3 clusters Score -347338.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -347384.187500 Penalty: 3955.197754
	Iteration 7Q: 3 clusters Score -347384.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -347415.906250 Penalty: 3955.197754
	Iteration 8Q: 3 clusters Score -347415.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -347453.625000 Penalty: 3955.197754
	Iteration 9Q: 3 clusters Score -347453.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -347487.687500 Penalty: 3955.197754
	Iteration 10Q: 3 clusters Score -347487.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -347534.000000 Penalty: 3955.197754
	Iteration 11Q: 3 clusters Score -347534 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -347601.500000 Penalty: 3955.197754
	Iteration 12Q: 3 clusters Score -347601.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -347687.500000 Penalty: 3955.197754
	Iteration 13Q: 3 clusters Score -347687.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -347850.062500 Penalty: 3955.197754
	Iteration 14Q: 3 clusters Score -347850.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -348202.437500 Penalty: 3955.197754
	Iteration 15F: 3 clusters Score -348202.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -348691.968750 Penalty: 3955.197754
	Iteration 16F: 3 clusters Score -348692 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -349405.468750 Penalty: 3955.197754
	Iteration 17F: 3 clusters Score -349405.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -350057.500000 Penalty: 3955.197754
	Iteration 18F: 3 clusters Score -350057.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -350165.718750 Penalty: 3955.197754
	Iteration 19Q: 3 clusters Score -350165.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -350186.968750 Penalty: 3955.197754
	Iteration 20F: 3 clusters Score -350187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -350189.125000 Penalty: 3955.197754
	Iteration 21Q: 3 clusters Score -350189.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -350189.125000 Penalty: 3955.197754
	Iteration 22F: 3 clusters Score -350189.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95953 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33112 members 
Mstep: Class 6 contains 36040 members 
Mstep: Class 7 contains 25205 members 
Mstep: Class 8 contains 1524 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172323 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278508 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178098 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49907 members 
Mstep: Class 20 contains 43355 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 1381 members 
Entering Unmasked Estep 
Score: -119294088.000000 Penalty: 75182.937500
Splitting cluster 8 changes total score from -119294856.000000 to -119294088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -36908.902344 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -36908.9 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 201 members 
Entering Unmasked Estep 
Score: -35555.113281 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -35555.11 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -35794.707031 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -35794.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35961.996094 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -35962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36243.242188 Penalty: 2986.427490
	Iteration 3F: 3 clusters Score -36243.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36610.585938 Penalty: 2986.427490
	Iteration 4F: 3 clusters Score -36610.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -36817.644531 Penalty: 2986.427490
	Iteration 5F: 3 clusters Score -36817.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37119.722656 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -37119.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37203.687500 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -37203.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37235.242188 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -37235.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37241.414062 Penalty: 2986.427490
	Iteration 9Q: 3 clusters Score -37241.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37249.636719 Penalty: 2986.427490
	Iteration 10Q: 3 clusters Score -37249.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37280.980469 Penalty: 2986.427490
	Iteration 11Q: 3 clusters Score -37280.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37298.625000 Penalty: 2986.427490
	Iteration 12Q: 3 clusters Score -37298.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37303.773438 Penalty: 2986.427490
	Iteration 13F: 3 clusters Score -37303.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37391.648438 Penalty: 2986.427490
	Iteration 14Q: 3 clusters Score -37391.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37458.507812 Penalty: 2986.427490
	Iteration 15Q: 3 clusters Score -37458.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37557.074219 Penalty: 2986.427490
	Iteration 16Q: 3 clusters Score -37557.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37589.796875 Penalty: 2986.427490
	Iteration 17Q: 3 clusters Score -37589.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37608.406250 Penalty: 2986.427490
	Iteration 18Q: 3 clusters Score -37608.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37622.125000 Penalty: 2986.427490
	Iteration 19Q: 3 clusters Score -37622.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37635.417969 Penalty: 2986.427490
	Iteration 20F: 3 clusters Score -37635.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37654.164062 Penalty: 2986.427490
	Iteration 21Q: 3 clusters Score -37654.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37695.628906 Penalty: 2986.427490
	Iteration 22Q: 3 clusters Score -37695.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37829.921875 Penalty: 2986.427490
	Iteration 23Q: 3 clusters Score -37829.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37829.921875 Penalty: 2986.427490
	Iteration 24F: 3 clusters Score -37829.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95953 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33112 members 
Mstep: Class 6 contains 36040 members 
Mstep: Class 7 contains 25205 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 172 members 
Mstep: Class 10 contains 172323 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278508 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178098 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49907 members 
Mstep: Class 20 contains 43355 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 240 members 
Entering Unmasked Estep 
Score: -119293832.000000 Penalty: 75182.937500
Splitting cluster 9 changes total score from -119294856.000000 to -119293832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (172323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172323 members 
Entering Unmasked Estep 
Score: -21783630.000000 Penalty: 2990.167236
	Iteration 0F: 2 clusters Score -2.178363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85770 members 
Mstep: Class 2 contains 86553 members 
Entering Unmasked Estep 
Score: -21668770.000000 Penalty: 5980.334473
	Iteration 0F: 3 clusters Score -2.166877e+07 nChanged 82487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 91968 members 
Entering Unmasked Estep 
Score: -21717318.000000 Penalty: 5980.334473
	Iteration 1F: 3 clusters Score -2.171732e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76810 members 
Mstep: Class 2 contains 95513 members 
Entering Unmasked Estep 
Score: -21718728.000000 Penalty: 5980.334473
	Iteration 2Q: 3 clusters Score -2.171873e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71448 members 
Mstep: Class 2 contains 100875 members 
Entering Unmasked Estep 
Score: -21720954.000000 Penalty: 5980.334473
	Iteration 3Q: 3 clusters Score -2.172095e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 108999 members 
Entering Unmasked Estep 
Score: -21725048.000000 Penalty: 5980.334473
	Iteration 4F: 3 clusters Score -2.172505e+07 nChanged 12003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 120824 members 
Entering Unmasked Estep 
Score: -21732802.000000 Penalty: 5980.334473
	Iteration 5F: 3 clusters Score -2.17328e+07 nChanged 15167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 135967 members 
Entering Unmasked Estep 
Score: -21745534.000000 Penalty: 5980.334473
	Iteration 6F: 3 clusters Score -2.174553e+07 nChanged 15904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 151871 members 
Entering Unmasked Estep 
Score: -21761320.000000 Penalty: 5980.334473
	Iteration 7F: 3 clusters Score -2.176132e+07 nChanged 12057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 163928 members 
Entering Unmasked Estep 
Score: -21773466.000000 Penalty: 5980.334473
	Iteration 8F: 3 clusters Score -2.177347e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 169691 members 
Entering Unmasked Estep 
Score: -21778786.000000 Penalty: 5980.334473
	Iteration 9Q: 3 clusters Score -2.177879e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 171439 members 
Entering Unmasked Estep 
Score: -21780274.000000 Penalty: 5980.334473
	Iteration 10Q: 3 clusters Score -2.178027e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 171907 members 
Entering Unmasked Estep 
Score: -21780760.000000 Penalty: 5980.334473
	Iteration 11Q: 3 clusters Score -2.178076e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 172017 members 
Entering Unmasked Estep 
Score: -21780982.000000 Penalty: 5980.334473
	Iteration 12Q: 3 clusters Score -2.178098e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 172049 members 
Entering Unmasked Estep 
Score: -21781054.000000 Penalty: 5980.334473
	Iteration 13Q: 3 clusters Score -2.178105e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 172060 members 
Entering Unmasked Estep 
Score: -21781060.000000 Penalty: 5980.334473
	Iteration 14Q: 3 clusters Score -2.178106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 172067 members 
Entering Unmasked Estep 
Score: -21781072.000000 Penalty: 5980.334473
	Iteration 15Q: 3 clusters Score -2.178107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 172072 members 
Entering Unmasked Estep 
Score: -21781082.000000 Penalty: 5980.334473
	Iteration 16Q: 3 clusters Score -2.178108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 172078 members 
Entering Unmasked Estep 
Score: -21781102.000000 Penalty: 5980.334473
	Iteration 17Q: 3 clusters Score -2.17811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 172081 members 
Entering Unmasked Estep 
Score: -21781102.000000 Penalty: 5980.334473
	Iteration 18Q: 3 clusters Score -2.17811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 172076 members 
Entering Unmasked Estep 
Score: -21781112.000000 Penalty: 5980.334473
	Iteration 19Q: 3 clusters Score -2.178111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 172080 members 
Entering Unmasked Estep 
Score: -21781124.000000 Penalty: 5980.334473
	Iteration 20F: 3 clusters Score -2.178112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 172078 members 
Entering Unmasked Estep 
Score: -21781154.000000 Penalty: 5980.334473
	Iteration 21Q: 3 clusters Score -2.178115e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 172076 members 
Entering Unmasked Estep 
Score: -21781182.000000 Penalty: 5980.334473
	Iteration 22Q: 3 clusters Score -2.178118e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 172085 members 
Entering Unmasked Estep 
Score: -21781212.000000 Penalty: 5980.334473
	Iteration 23Q: 3 clusters Score -2.178121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 172092 members 
Entering Unmasked Estep 
Score: -21781260.000000 Penalty: 5980.334473
	Iteration 24Q: 3 clusters Score -2.178126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 172097 members 
Entering Unmasked Estep 
Score: -21781274.000000 Penalty: 5980.334473
	Iteration 25Q: 3 clusters Score -2.178127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 172102 members 
Entering Unmasked Estep 
Score: -21781286.000000 Penalty: 5980.334473
	Iteration 26Q: 3 clusters Score -2.178129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 172108 members 
Entering Unmasked Estep 
Score: -21781296.000000 Penalty: 5980.334473
	Iteration 27Q: 3 clusters Score -2.17813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 172110 members 
Entering Unmasked Estep 
Score: -21781298.000000 Penalty: 5980.334473
	Iteration 28Q: 3 clusters Score -2.17813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 172115 members 
Entering Unmasked Estep 
Score: -21781308.000000 Penalty: 5980.334473
	Iteration 29Q: 3 clusters Score -2.178131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 172116 members 
Entering Unmasked Estep 
Score: -21781302.000000 Penalty: 5980.334473
	Iteration 30Q: 3 clusters Score -2.17813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 172117 members 
Entering Unmasked Estep 
Score: -21781310.000000 Penalty: 5980.334473
	Iteration 31Q: 3 clusters Score -2.178131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 172118 members 
Entering Unmasked Estep 
Score: -21781294.000000 Penalty: 5980.334473
	Iteration 32Q: 3 clusters Score -2.178129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 172118 members 
Entering Unmasked Estep 
Score: -21781298.000000 Penalty: 5980.334473
	Iteration 33F: 3 clusters Score -2.17813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 172116 members 
Entering Unmasked Estep 
Score: -21781322.000000 Penalty: 5980.334473
	Iteration 34Q: 3 clusters Score -2.178132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 172116 members 
Entering Unmasked Estep 
Score: -21781320.000000 Penalty: 5980.334473
	Iteration 35Q: 3 clusters Score -2.178132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 172117 members 
Entering Unmasked Estep 
Score: -21781320.000000 Penalty: 5980.334473
	Iteration 36Q: 3 clusters Score -2.178132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 172118 members 
Entering Unmasked Estep 
Score: -21781332.000000 Penalty: 5980.334473
	Iteration 37Q: 3 clusters Score -2.178133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 172119 members 
Entering Unmasked Estep 
Score: -21781330.000000 Penalty: 5980.334473
	Iteration 38Q: 3 clusters Score -2.178133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 172120 members 
Entering Unmasked Estep 
Score: -21781334.000000 Penalty: 5980.334473
	Iteration 39Q: 3 clusters Score -2.178133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 172121 members 
Entering Unmasked Estep 
Score: -21781330.000000 Penalty: 5980.334473
	Iteration 40F: 3 clusters Score -2.178133e+07 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: -51310.429688 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -51310.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49824.031250 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -49824.03 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -50348.542969 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -50348.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -50840.738281 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -50840.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -50991.789062 Penalty: 3099.987793
	Iteration 3Q: 3 clusters Score -50991.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -51022.984375 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -51022.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51064.949219 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -51064.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -51083.324219 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -51083.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -51091.582031 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -51091.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -51105.488281 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -51105.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -51140.210938 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -51140.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51211.882812 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -51211.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51301.730469 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -51301.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51340.609375 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -51340.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51358.171875 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -51358.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51368.441406 Penalty: 3099.987793
	Iteration 14Q: 3 clusters Score -51368.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51383.687500 Penalty: 3099.987793
	Iteration 15Q: 3 clusters Score -51383.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51393.011719 Penalty: 3099.987793
	Iteration 16Q: 3 clusters Score -51393.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51396.425781 Penalty: 3099.987793
	Iteration 17Q: 3 clusters Score -51396.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51396.425781 Penalty: 3099.987793
	Iteration 18F: 3 clusters Score -51396.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95953 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33112 members 
Mstep: Class 6 contains 36040 members 
Mstep: Class 7 contains 25205 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172323 members 
Mstep: Class 11 contains 192 members 
Mstep: Class 12 contains 278508 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178098 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49907 members 
Mstep: Class 20 contains 43355 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 326 members 
Entering Unmasked Estep 
Score: -119293048.000000 Penalty: 75182.937500
Splitting cluster 11 changes total score from -119294856.000000 to -119293048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (278508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278508 members 
Entering Unmasked Estep 
Score: -34937372.000000 Penalty: 3109.226074
	Iteration 0F: 2 clusters Score -3.493737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139294 members 
Mstep: Class 2 contains 139214 members 
Entering Unmasked Estep 
Score: -34764312.000000 Penalty: 6218.452148
	Iteration 0F: 3 clusters Score -3.476431e+07 nChanged 134872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138946 members 
Mstep: Class 2 contains 139562 members 
Entering Unmasked Estep 
Score: -34844432.000000 Penalty: 6218.452148
	Iteration 1F: 3 clusters Score -3.484443e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138998 members 
Mstep: Class 2 contains 139510 members 
Entering Unmasked Estep 
Score: -34845076.000000 Penalty: 6218.452148
	Iteration 2Q: 3 clusters Score -3.484508e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139038 members 
Mstep: Class 2 contains 139470 members 
Entering Unmasked Estep 
Score: -34846200.000000 Penalty: 6218.452148
	Iteration 3Q: 3 clusters Score -3.48462e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139165 members 
Mstep: Class 2 contains 139343 members 
Entering Unmasked Estep 
Score: -34846992.000000 Penalty: 6218.452148
	Iteration 4Q: 3 clusters Score -3.484699e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139338 members 
Mstep: Class 2 contains 139170 members 
Entering Unmasked Estep 
Score: -34847912.000000 Penalty: 6218.452148
	Iteration 5Q: 3 clusters Score -3.484791e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139621 members 
Mstep: Class 2 contains 138887 members 
Entering Unmasked Estep 
Score: -34849376.000000 Penalty: 6218.452148
	Iteration 6Q: 3 clusters Score -3.484938e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140124 members 
Mstep: Class 2 contains 138384 members 
Entering Unmasked Estep 
Score: -34851088.000000 Penalty: 6218.452148
	Iteration 7Q: 3 clusters Score -3.485109e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141133 members 
Mstep: Class 2 contains 137375 members 
Entering Unmasked Estep 
Score: -34853320.000000 Penalty: 6218.452148
	Iteration 8Q: 3 clusters Score -3.485332e+07 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142715 members 
Mstep: Class 2 contains 135793 members 
Entering Unmasked Estep 
Score: -34856088.000000 Penalty: 6218.452148
	Iteration 9Q: 3 clusters Score -3.485609e+07 nChanged 10766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145261 members 
Mstep: Class 2 contains 133247 members 
Entering Unmasked Estep 
Score: -34860416.000000 Penalty: 6218.452148
	Iteration 10Q: 3 clusters Score -3.486042e+07 nChanged 12524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149075 members 
Mstep: Class 2 contains 129433 members 
Entering Unmasked Estep 
Score: -34866888.000000 Penalty: 6218.452148
	Iteration 11Q: 3 clusters Score -3.486689e+07 nChanged 14853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154296 members 
Mstep: Class 2 contains 124212 members 
Entering Unmasked Estep 
Score: -34876912.000000 Penalty: 6218.452148
	Iteration 12F: 3 clusters Score -3.487691e+07 nChanged 16641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160255 members 
Mstep: Class 2 contains 118253 members 
Entering Unmasked Estep 
Score: -34889168.000000 Penalty: 6218.452148
	Iteration 13F: 3 clusters Score -3.488917e+07 nChanged 15792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165413 members 
Mstep: Class 2 contains 113095 members 
Entering Unmasked Estep 
Score: -34898628.000000 Penalty: 6218.452148
	Iteration 14F: 3 clusters Score -3.489863e+07 nChanged 11733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169262 members 
Mstep: Class 2 contains 109246 members 
Entering Unmasked Estep 
Score: -34902992.000000 Penalty: 6218.452148
	Iteration 15Q: 3 clusters Score -3.490299e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172201 members 
Mstep: Class 2 contains 106307 members 
Entering Unmasked Estep 
Score: -34904572.000000 Penalty: 6218.452148
	Iteration 16Q: 3 clusters Score -3.490457e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174654 members 
Mstep: Class 2 contains 103854 members 
Entering Unmasked Estep 
Score: -34905384.000000 Penalty: 6218.452148
	Iteration 17Q: 3 clusters Score -3.490538e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176721 members 
Mstep: Class 2 contains 101787 members 
Entering Unmasked Estep 
Score: -34905560.000000 Penalty: 6218.452148
	Iteration 18Q: 3 clusters Score -3.490556e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178481 members 
Mstep: Class 2 contains 100027 members 
Entering Unmasked Estep 
Score: -34905792.000000 Penalty: 6218.452148
	Iteration 19Q: 3 clusters Score -3.490579e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180042 members 
Mstep: Class 2 contains 98466 members 
Entering Unmasked Estep 
Score: -34906088.000000 Penalty: 6218.452148
	Iteration 20F: 3 clusters Score -3.490609e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181570 members 
Mstep: Class 2 contains 96938 members 
Entering Unmasked Estep 
Score: -34906412.000000 Penalty: 6218.452148
	Iteration 21Q: 3 clusters Score -3.490641e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182848 members 
Mstep: Class 2 contains 95660 members 
Entering Unmasked Estep 
Score: -34906832.000000 Penalty: 6218.452148
	Iteration 22Q: 3 clusters Score -3.490683e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184091 members 
Mstep: Class 2 contains 94417 members 
Entering Unmasked Estep 
Score: -34907096.000000 Penalty: 6218.452148
	Iteration 23Q: 3 clusters Score -3.49071e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185178 members 
Mstep: Class 2 contains 93330 members 
Entering Unmasked Estep 
Score: -34907296.000000 Penalty: 6218.452148
	Iteration 24Q: 3 clusters Score -3.49073e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186132 members 
Mstep: Class 2 contains 92376 members 
Entering Unmasked Estep 
Score: -34907468.000000 Penalty: 6218.452148
	Iteration 25Q: 3 clusters Score -3.490747e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186969 members 
Mstep: Class 2 contains 91539 members 
Entering Unmasked Estep 
Score: -34907772.000000 Penalty: 6218.452148
	Iteration 26Q: 3 clusters Score -3.490777e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187764 members 
Mstep: Class 2 contains 90744 members 
Entering Unmasked Estep 
Score: -34907976.000000 Penalty: 6218.452148
	Iteration 27Q: 3 clusters Score -3.490798e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188571 members 
Mstep: Class 2 contains 89937 members 
Entering Unmasked Estep 
Score: -34908212.000000 Penalty: 6218.452148
	Iteration 28Q: 3 clusters Score -3.490821e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189375 members 
Mstep: Class 2 contains 89133 members 
Entering Unmasked Estep 
Score: -34908476.000000 Penalty: 6218.452148
	Iteration 29Q: 3 clusters Score -3.490848e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190134 members 
Mstep: Class 2 contains 88374 members 
Entering Unmasked Estep 
Score: -34908552.000000 Penalty: 6218.452148
	Iteration 30Q: 3 clusters Score -3.490855e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190863 members 
Mstep: Class 2 contains 87645 members 
Entering Unmasked Estep 
Score: -34908676.000000 Penalty: 6218.452148
	Iteration 31Q: 3 clusters Score -3.490868e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191485 members 
Mstep: Class 2 contains 87023 members 
Entering Unmasked Estep 
Score: -34908520.000000 Penalty: 6218.452148
	Iteration 32Q: 3 clusters Score -3.490852e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191990 members 
Mstep: Class 2 contains 86518 members 
Entering Unmasked Estep 
Score: -34908564.000000 Penalty: 6218.452148
	Iteration 33Q: 3 clusters Score -3.490856e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192398 members 
Mstep: Class 2 contains 86110 members 
Entering Unmasked Estep 
Score: -34908696.000000 Penalty: 6218.452148
	Iteration 34Q: 3 clusters Score -3.49087e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192772 members 
Mstep: Class 2 contains 85736 members 
Entering Unmasked Estep 
Score: -34908892.000000 Penalty: 6218.452148
	Iteration 35Q: 3 clusters Score -3.490889e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193076 members 
Mstep: Class 2 contains 85432 members 
Entering Unmasked Estep 
Score: -34908936.000000 Penalty: 6218.452148
	Iteration 36Q: 3 clusters Score -3.490894e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193311 members 
Mstep: Class 2 contains 85197 members 
Entering Unmasked Estep 
Score: -34908952.000000 Penalty: 6218.452148
	Iteration 37Q: 3 clusters Score -3.490895e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193477 members 
Mstep: Class 2 contains 85031 members 
Entering Unmasked Estep 
Score: -34908992.000000 Penalty: 6218.452148
	Iteration 38Q: 3 clusters Score -3.490899e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193574 members 
Mstep: Class 2 contains 84934 members 
Entering Unmasked Estep 
Score: -34909040.000000 Penalty: 6218.452148
	Iteration 39Q: 3 clusters Score -3.490904e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193579 members 
Mstep: Class 2 contains 84929 members 
Entering Unmasked Estep 
Score: -34909036.000000 Penalty: 6218.452148
	Iteration 40F: 3 clusters Score -3.490904e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193651 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
Score: -34909204.000000 Penalty: 6218.452148
	Iteration 41Q: 3 clusters Score -3.49092e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193697 members 
Mstep: Class 2 contains 84811 members 
Entering Unmasked Estep 
Score: -34909220.000000 Penalty: 6218.452148
	Iteration 42Q: 3 clusters Score -3.490922e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193756 members 
Mstep: Class 2 contains 84752 members 
Entering Unmasked Estep 
Score: -34909144.000000 Penalty: 6218.452148
	Iteration 43Q: 3 clusters Score -3.490914e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193844 members 
Mstep: Class 2 contains 84664 members 
Entering Unmasked Estep 
Score: -34909092.000000 Penalty: 6218.452148
	Iteration 44Q: 3 clusters Score -3.490909e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193943 members 
Mstep: Class 2 contains 84565 members 
Entering Unmasked Estep 
Score: -34909128.000000 Penalty: 6218.452148
	Iteration 45Q: 3 clusters Score -3.490913e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194036 members 
Mstep: Class 2 contains 84472 members 
Entering Unmasked Estep 
Score: -34909060.000000 Penalty: 6218.452148
	Iteration 46Q: 3 clusters Score -3.490906e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194018 members 
Mstep: Class 2 contains 84490 members 
Entering Unmasked Estep 
Score: -34908936.000000 Penalty: 6218.452148
	Iteration 47Q: 3 clusters Score -3.490894e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193986 members 
Mstep: Class 2 contains 84522 members 
Entering Unmasked Estep 
Score: -34909048.000000 Penalty: 6218.452148
	Iteration 48Q: 3 clusters Score -3.490905e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193931 members 
Mstep: Class 2 contains 84577 members 
Entering Unmasked Estep 
Score: -34909088.000000 Penalty: 6218.452148
	Iteration 49Q: 3 clusters Score -3.490909e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193808 members 
Mstep: Class 2 contains 84700 members 
Entering Unmasked Estep 
Score: -34909184.000000 Penalty: 6218.452148
	Iteration 50Q: 3 clusters Score -3.490918e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193596 members 
Mstep: Class 2 contains 84912 members 
Entering Unmasked Estep 
Score: -34909120.000000 Penalty: 6218.452148
	Iteration 51Q: 3 clusters Score -3.490912e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193342 members 
Mstep: Class 2 contains 85166 members 
Entering Unmasked Estep 
Score: -34909084.000000 Penalty: 6218.452148
	Iteration 52Q: 3 clusters Score -3.490908e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193081 members 
Mstep: Class 2 contains 85427 members 
Entering Unmasked Estep 
Score: -34909140.000000 Penalty: 6218.452148
	Iteration 53Q: 3 clusters Score -3.490914e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192861 members 
Mstep: Class 2 contains 85647 members 
Entering Unmasked Estep 
Score: -34909088.000000 Penalty: 6218.452148
	Iteration 54Q: 3 clusters Score -3.490909e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192651 members 
Mstep: Class 2 contains 85857 members 
Entering Unmasked Estep 
Score: -34908968.000000 Penalty: 6218.452148
	Iteration 55Q: 3 clusters Score -3.490897e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192334 members 
Mstep: Class 2 contains 86174 members 
Entering Unmasked Estep 
Score: -34909096.000000 Penalty: 6218.452148
	Iteration 56Q: 3 clusters Score -3.49091e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192034 members 
Mstep: Class 2 contains 86474 members 
Entering Unmasked Estep 
Score: -34909220.000000 Penalty: 6218.452148
	Iteration 57Q: 3 clusters Score -3.490922e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191735 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
Score: -34909240.000000 Penalty: 6218.452148
	Iteration 58Q: 3 clusters Score -3.490924e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191467 members 
Mstep: Class 2 contains 87041 members 
Entering Unmasked Estep 
Score: -34909268.000000 Penalty: 6218.452148
	Iteration 59Q: 3 clusters Score -3.490927e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191173 members 
Mstep: Class 2 contains 87335 members 
Entering Unmasked Estep 
Score: -34909320.000000 Penalty: 6218.452148
	Iteration 60F: 3 clusters Score -3.490932e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190887 members 
Mstep: Class 2 contains 87621 members 
Entering Unmasked Estep 
Score: -34909352.000000 Penalty: 6218.452148
	Iteration 61Q: 3 clusters Score -3.490935e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190565 members 
Mstep: Class 2 contains 87943 members 
Entering Unmasked Estep 
Score: -34909452.000000 Penalty: 6218.452148
	Iteration 62Q: 3 clusters Score -3.490945e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190244 members 
Mstep: Class 2 contains 88264 members 
Entering Unmasked Estep 
Score: -34909368.000000 Penalty: 6218.452148
	Iteration 63Q: 3 clusters Score -3.490937e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189888 members 
Mstep: Class 2 contains 88620 members 
Entering Unmasked Estep 
Score: -34909568.000000 Penalty: 6218.452148
	Iteration 64Q: 3 clusters Score -3.490957e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189548 members 
Mstep: Class 2 contains 88960 members 
Entering Unmasked Estep 
Score: -34909584.000000 Penalty: 6218.452148
	Iteration 65Q: 3 clusters Score -3.490958e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189177 members 
Mstep: Class 2 contains 89331 members 
Entering Unmasked Estep 
Score: -34909584.000000 Penalty: 6218.452148
	Iteration 66Q: 3 clusters Score -3.490958e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188774 members 
Mstep: Class 2 contains 89734 members 
Entering Unmasked Estep 
Score: -34909676.000000 Penalty: 6218.452148
	Iteration 67Q: 3 clusters Score -3.490968e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188390 members 
Mstep: Class 2 contains 90118 members 
Entering Unmasked Estep 
Score: -34909768.000000 Penalty: 6218.452148
	Iteration 68Q: 3 clusters Score -3.490977e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188034 members 
Mstep: Class 2 contains 90474 members 
Entering Unmasked Estep 
Score: -34909828.000000 Penalty: 6218.452148
	Iteration 69Q: 3 clusters Score -3.490983e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187636 members 
Mstep: Class 2 contains 90872 members 
Entering Unmasked Estep 
Score: -34909928.000000 Penalty: 6218.452148
	Iteration 70Q: 3 clusters Score -3.490993e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187193 members 
Mstep: Class 2 contains 91315 members 
Entering Unmasked Estep 
Score: -34910000.000000 Penalty: 6218.452148
	Iteration 71Q: 3 clusters Score -3.491e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186742 members 
Mstep: Class 2 contains 91766 members 
Entering Unmasked Estep 
Score: -34910088.000000 Penalty: 6218.452148
	Iteration 72Q: 3 clusters Score -3.491009e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186269 members 
Mstep: Class 2 contains 92239 members 
Entering Unmasked Estep 
Score: -34910192.000000 Penalty: 6218.452148
	Iteration 73Q: 3 clusters Score -3.491019e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185788 members 
Mstep: Class 2 contains 92720 members 
Entering Unmasked Estep 
Score: -34910244.000000 Penalty: 6218.452148
	Iteration 74Q: 3 clusters Score -3.491024e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185319 members 
Mstep: Class 2 contains 93189 members 
Entering Unmasked Estep 
Score: -34910400.000000 Penalty: 6218.452148
	Iteration 75Q: 3 clusters Score -3.49104e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184853 members 
Mstep: Class 2 contains 93655 members 
Entering Unmasked Estep 
Score: -34910504.000000 Penalty: 6218.452148
	Iteration 76Q: 3 clusters Score -3.49105e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184452 members 
Mstep: Class 2 contains 94056 members 
Entering Unmasked Estep 
Score: -34910672.000000 Penalty: 6218.452148
	Iteration 77Q: 3 clusters Score -3.491067e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184079 members 
Mstep: Class 2 contains 94429 members 
Entering Unmasked Estep 
Score: -34910756.000000 Penalty: 6218.452148
	Iteration 78Q: 3 clusters Score -3.491076e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183721 members 
Mstep: Class 2 contains 94787 members 
Entering Unmasked Estep 
Score: -34910928.000000 Penalty: 6218.452148
	Iteration 79Q: 3 clusters Score -3.491093e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183329 members 
Mstep: Class 2 contains 95179 members 
Entering Unmasked Estep 
Score: -34911104.000000 Penalty: 6218.452148
	Iteration 80F: 3 clusters Score -3.49111e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182975 members 
Mstep: Class 2 contains 95533 members 
Entering Unmasked Estep 
Score: -34911240.000000 Penalty: 6218.452148
	Iteration 81Q: 3 clusters Score -3.491124e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182610 members 
Mstep: Class 2 contains 95898 members 
Entering Unmasked Estep 
Score: -34911328.000000 Penalty: 6218.452148
	Iteration 82Q: 3 clusters Score -3.491133e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182230 members 
Mstep: Class 2 contains 96278 members 
Entering Unmasked Estep 
Score: -34911452.000000 Penalty: 6218.452148
	Iteration 83Q: 3 clusters Score -3.491145e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181779 members 
Mstep: Class 2 contains 96729 members 
Entering Unmasked Estep 
Score: -34911600.000000 Penalty: 6218.452148
	Iteration 84Q: 3 clusters Score -3.49116e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181304 members 
Mstep: Class 2 contains 97204 members 
Entering Unmasked Estep 
Score: -34911800.000000 Penalty: 6218.452148
	Iteration 85Q: 3 clusters Score -3.49118e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180844 members 
Mstep: Class 2 contains 97664 members 
Entering Unmasked Estep 
Score: -34911904.000000 Penalty: 6218.452148
	Iteration 86Q: 3 clusters Score -3.49119e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180442 members 
Mstep: Class 2 contains 98066 members 
Entering Unmasked Estep 
Score: -34912088.000000 Penalty: 6218.452148
	Iteration 87Q: 3 clusters Score -3.491209e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180096 members 
Mstep: Class 2 contains 98412 members 
Entering Unmasked Estep 
Score: -34912312.000000 Penalty: 6218.452148
	Iteration 88Q: 3 clusters Score -3.491231e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179756 members 
Mstep: Class 2 contains 98752 members 
Entering Unmasked Estep 
Score: -34912492.000000 Penalty: 6218.452148
	Iteration 89Q: 3 clusters Score -3.491249e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179451 members 
Mstep: Class 2 contains 99057 members 
Entering Unmasked Estep 
Score: -34912640.000000 Penalty: 6218.452148
	Iteration 90Q: 3 clusters Score -3.491264e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179134 members 
Mstep: Class 2 contains 99374 members 
Entering Unmasked Estep 
Score: -34912812.000000 Penalty: 6218.452148
	Iteration 91Q: 3 clusters Score -3.491281e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178817 members 
Mstep: Class 2 contains 99691 members 
Entering Unmasked Estep 
Score: -34913032.000000 Penalty: 6218.452148
	Iteration 92Q: 3 clusters Score -3.491303e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178485 members 
Mstep: Class 2 contains 100023 members 
Entering Unmasked Estep 
Score: -34913356.000000 Penalty: 6218.452148
	Iteration 93Q: 3 clusters Score -3.491336e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178268 members 
Mstep: Class 2 contains 100240 members 
Entering Unmasked Estep 
Score: -34913472.000000 Penalty: 6218.452148
	Iteration 94Q: 3 clusters Score -3.491347e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177990 members 
Mstep: Class 2 contains 100518 members 
Entering Unmasked Estep 
Score: -34913704.000000 Penalty: 6218.452148
	Iteration 95Q: 3 clusters Score -3.49137e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177702 members 
Mstep: Class 2 contains 100806 members 
Entering Unmasked Estep 
Score: -34913784.000000 Penalty: 6218.452148
	Iteration 96Q: 3 clusters Score -3.491378e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177499 members 
Mstep: Class 2 contains 101009 members 
Entering Unmasked Estep 
Score: -34913924.000000 Penalty: 6218.452148
	Iteration 97Q: 3 clusters Score -3.491392e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177343 members 
Mstep: Class 2 contains 101165 members 
Entering Unmasked Estep 
Score: -34914184.000000 Penalty: 6218.452148
	Iteration 98Q: 3 clusters Score -3.491418e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177207 members 
Mstep: Class 2 contains 101301 members 
Entering Unmasked Estep 
Score: -34914376.000000 Penalty: 6218.452148
	Iteration 99Q: 3 clusters Score -3.491438e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177135 members 
Mstep: Class 2 contains 101373 members 
Entering Unmasked Estep 
Score: -34914664.000000 Penalty: 6218.452148
	Iteration 100F: 3 clusters Score -3.491466e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177099 members 
Mstep: Class 2 contains 101409 members 
Entering Unmasked Estep 
Score: -34914816.000000 Penalty: 6218.452148
	Iteration 101Q: 3 clusters Score -3.491482e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177078 members 
Mstep: Class 2 contains 101430 members 
Entering Unmasked Estep 
Score: -34915032.000000 Penalty: 6218.452148
	Iteration 102Q: 3 clusters Score -3.491503e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177080 members 
Mstep: Class 2 contains 101428 members 
Entering Unmasked Estep 
Score: -34915164.000000 Penalty: 6218.452148
	Iteration 103Q: 3 clusters Score -3.491516e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177079 members 
Mstep: Class 2 contains 101429 members 
Entering Unmasked Estep 
Score: -34915104.000000 Penalty: 6218.452148
	Iteration 104Q: 3 clusters Score -3.49151e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177117 members 
Mstep: Class 2 contains 101391 members 
Entering Unmasked Estep 
Score: -34915280.000000 Penalty: 6218.452148
	Iteration 105Q: 3 clusters Score -3.491528e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177114 members 
Mstep: Class 2 contains 101394 members 
Entering Unmasked Estep 
Score: -34915344.000000 Penalty: 6218.452148
	Iteration 106Q: 3 clusters Score -3.491534e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177152 members 
Mstep: Class 2 contains 101356 members 
Entering Unmasked Estep 
Score: -34915360.000000 Penalty: 6218.452148
	Iteration 107Q: 3 clusters Score -3.491536e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177164 members 
Mstep: Class 2 contains 101344 members 
Entering Unmasked Estep 
Score: -34915524.000000 Penalty: 6218.452148
	Iteration 108Q: 3 clusters Score -3.491552e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177134 members 
Mstep: Class 2 contains 101374 members 
Entering Unmasked Estep 
Score: -34915616.000000 Penalty: 6218.452148
	Iteration 109Q: 3 clusters Score -3.491562e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177133 members 
Mstep: Class 2 contains 101375 members 
Entering Unmasked Estep 
Score: -34915724.000000 Penalty: 6218.452148
	Iteration 110Q: 3 clusters Score -3.491572e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177114 members 
Mstep: Class 2 contains 101394 members 
Entering Unmasked Estep 
Score: -34915756.000000 Penalty: 6218.452148
	Iteration 111Q: 3 clusters Score -3.491576e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177100 members 
Mstep: Class 2 contains 101408 members 
Entering Unmasked Estep 
Score: -34915760.000000 Penalty: 6218.452148
	Iteration 112Q: 3 clusters Score -3.491576e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177054 members 
Mstep: Class 2 contains 101454 members 
Entering Unmasked Estep 
Score: -34915932.000000 Penalty: 6218.452148
	Iteration 113Q: 3 clusters Score -3.491593e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177016 members 
Mstep: Class 2 contains 101492 members 
Entering Unmasked Estep 
Score: -34915928.000000 Penalty: 6218.452148
	Iteration 114Q: 3 clusters Score -3.491593e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176996 members 
Mstep: Class 2 contains 101512 members 
Entering Unmasked Estep 
Score: -34915948.000000 Penalty: 6218.452148
	Iteration 115Q: 3 clusters Score -3.491595e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176975 members 
Mstep: Class 2 contains 101533 members 
Entering Unmasked Estep 
Score: -34916052.000000 Penalty: 6218.452148
	Iteration 116Q: 3 clusters Score -3.491605e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176948 members 
Mstep: Class 2 contains 101560 members 
Entering Unmasked Estep 
Score: -34916072.000000 Penalty: 6218.452148
	Iteration 117Q: 3 clusters Score -3.491607e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176921 members 
Mstep: Class 2 contains 101587 members 
Entering Unmasked Estep 
Score: -34916148.000000 Penalty: 6218.452148
	Iteration 118Q: 3 clusters Score -3.491615e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176899 members 
Mstep: Class 2 contains 101609 members 
Entering Unmasked Estep 
Score: -34916144.000000 Penalty: 6218.452148
	Iteration 119Q: 3 clusters Score -3.491614e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176882 members 
Mstep: Class 2 contains 101626 members 
Entering Unmasked Estep 
Score: -34916192.000000 Penalty: 6218.452148
	Iteration 120F: 3 clusters Score -3.491619e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176878 members 
Mstep: Class 2 contains 101630 members 
Entering Unmasked Estep 
Score: -34916172.000000 Penalty: 6218.452148
	Iteration 121Q: 3 clusters Score -3.491617e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176862 members 
Mstep: Class 2 contains 101646 members 
Entering Unmasked Estep 
Score: -34916192.000000 Penalty: 6218.452148
	Iteration 122Q: 3 clusters Score -3.491619e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176853 members 
Mstep: Class 2 contains 101655 members 
Entering Unmasked Estep 
Score: -34916188.000000 Penalty: 6218.452148
	Iteration 123Q: 3 clusters Score -3.491619e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176859 members 
Mstep: Class 2 contains 101649 members 
Entering Unmasked Estep 
Score: -34916224.000000 Penalty: 6218.452148
	Iteration 124Q: 3 clusters Score -3.491622e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176850 members 
Mstep: Class 2 contains 101658 members 
Entering Unmasked Estep 
Score: -34916240.000000 Penalty: 6218.452148
	Iteration 125Q: 3 clusters Score -3.491624e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176859 members 
Mstep: Class 2 contains 101649 members 
Entering Unmasked Estep 
Score: -34916272.000000 Penalty: 6218.452148
	Iteration 126Q: 3 clusters Score -3.491627e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176872 members 
Mstep: Class 2 contains 101636 members 
Entering Unmasked Estep 
Score: -34916280.000000 Penalty: 6218.452148
	Iteration 127Q: 3 clusters Score -3.491628e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176894 members 
Mstep: Class 2 contains 101614 members 
Entering Unmasked Estep 
Score: -34916304.000000 Penalty: 6218.452148
	Iteration 128Q: 3 clusters Score -3.49163e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176931 members 
Mstep: Class 2 contains 101577 members 
Entering Unmasked Estep 
Score: -34916280.000000 Penalty: 6218.452148
	Iteration 129Q: 3 clusters Score -3.491628e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176963 members 
Mstep: Class 2 contains 101545 members 
Entering Unmasked Estep 
Score: -34916272.000000 Penalty: 6218.452148
	Iteration 130Q: 3 clusters Score -3.491627e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176994 members 
Mstep: Class 2 contains 101514 members 
Entering Unmasked Estep 
Score: -34916224.000000 Penalty: 6218.452148
	Iteration 131Q: 3 clusters Score -3.491622e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177035 members 
Mstep: Class 2 contains 101473 members 
Entering Unmasked Estep 
Score: -34916212.000000 Penalty: 6218.452148
	Iteration 132Q: 3 clusters Score -3.491621e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177075 members 
Mstep: Class 2 contains 101433 members 
Entering Unmasked Estep 
Score: -34916224.000000 Penalty: 6218.452148
	Iteration 133Q: 3 clusters Score -3.491622e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177116 members 
Mstep: Class 2 contains 101392 members 
Entering Unmasked Estep 
Score: -34916208.000000 Penalty: 6218.452148
	Iteration 134Q: 3 clusters Score -3.491621e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177153 members 
Mstep: Class 2 contains 101355 members 
Entering Unmasked Estep 
Score: -34916208.000000 Penalty: 6218.452148
	Iteration 135Q: 3 clusters Score -3.491621e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177186 members 
Mstep: Class 2 contains 101322 members 
Entering Unmasked Estep 
Score: -34916188.000000 Penalty: 6218.452148
	Iteration 136Q: 3 clusters Score -3.491619e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177212 members 
Mstep: Class 2 contains 101296 members 
Entering Unmasked Estep 
Score: -34916192.000000 Penalty: 6218.452148
	Iteration 137Q: 3 clusters Score -3.491619e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177246 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -34916160.000000 Penalty: 6218.452148
	Iteration 138Q: 3 clusters Score -3.491616e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177276 members 
Mstep: Class 2 contains 101232 members 
Entering Unmasked Estep 
Score: -34916172.000000 Penalty: 6218.452148
	Iteration 139Q: 3 clusters Score -3.491617e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177313 members 
Mstep: Class 2 contains 101195 members 
Entering Unmasked Estep 
Score: -34916164.000000 Penalty: 6218.452148
	Iteration 140F: 3 clusters Score -3.491616e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177340 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -34916176.000000 Penalty: 6218.452148
	Iteration 141Q: 3 clusters Score -3.491618e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177362 members 
Mstep: Class 2 contains 101146 members 
Entering Unmasked Estep 
Score: -34916172.000000 Penalty: 6218.452148
	Iteration 142Q: 3 clusters Score -3.491617e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177383 members 
Mstep: Class 2 contains 101125 members 
Entering Unmasked Estep 
Score: -34916188.000000 Penalty: 6218.452148
	Iteration 143Q: 3 clusters Score -3.491619e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177402 members 
Mstep: Class 2 contains 101106 members 
Entering Unmasked Estep 
Score: -34916180.000000 Penalty: 6218.452148
	Iteration 144Q: 3 clusters Score -3.491618e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177417 members 
Mstep: Class 2 contains 101091 members 
Entering Unmasked Estep 
Score: -34916168.000000 Penalty: 6218.452148
	Iteration 145Q: 3 clusters Score -3.491617e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177432 members 
Mstep: Class 2 contains 101076 members 
Entering Unmasked Estep 
Score: -34916164.000000 Penalty: 6218.452148
	Iteration 146Q: 3 clusters Score -3.491616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177447 members 
Mstep: Class 2 contains 101061 members 
Entering Unmasked Estep 
Score: -34916188.000000 Penalty: 6218.452148
	Iteration 147Q: 3 clusters Score -3.491619e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177458 members 
Mstep: Class 2 contains 101050 members 
Entering Unmasked Estep 
Score: -34916192.000000 Penalty: 6218.452148
	Iteration 148Q: 3 clusters Score -3.491619e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177472 members 
Mstep: Class 2 contains 101036 members 
Entering Unmasked Estep 
Score: -34916180.000000 Penalty: 6218.452148
	Iteration 149Q: 3 clusters Score -3.491618e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177496 members 
Mstep: Class 2 contains 101012 members 
Entering Unmasked Estep 
Score: -34916148.000000 Penalty: 6218.452148
	Iteration 150Q: 3 clusters Score -3.491615e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177524 members 
Mstep: Class 2 contains 100984 members 
Entering Unmasked Estep 
Score: -34916140.000000 Penalty: 6218.452148
	Iteration 151Q: 3 clusters Score -3.491614e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177551 members 
Mstep: Class 2 contains 100957 members 
Entering Unmasked Estep 
Score: -34916156.000000 Penalty: 6218.452148
	Iteration 152Q: 3 clusters Score -3.491616e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177580 members 
Mstep: Class 2 contains 100928 members 
Entering Unmasked Estep 
Score: -34916172.000000 Penalty: 6218.452148
	Iteration 153Q: 3 clusters Score -3.491617e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177615 members 
Mstep: Class 2 contains 100893 members 
Entering Unmasked Estep 
Score: -34916148.000000 Penalty: 6218.452148
	Iteration 154Q: 3 clusters Score -3.491615e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177660 members 
Mstep: Class 2 contains 100848 members 
Entering Unmasked Estep 
Score: -34916128.000000 Penalty: 6218.452148
	Iteration 155Q: 3 clusters Score -3.491613e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177693 members 
Mstep: Class 2 contains 100815 members 
Entering Unmasked Estep 
Score: -34916148.000000 Penalty: 6218.452148
	Iteration 156Q: 3 clusters Score -3.491615e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177724 members 
Mstep: Class 2 contains 100784 members 
Entering Unmasked Estep 
Score: -34916108.000000 Penalty: 6218.452148
	Iteration 157Q: 3 clusters Score -3.491611e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177738 members 
Mstep: Class 2 contains 100770 members 
Entering Unmasked Estep 
Score: -34916136.000000 Penalty: 6218.452148
	Iteration 158Q: 3 clusters Score -3.491614e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177756 members 
Mstep: Class 2 contains 100752 members 
Entering Unmasked Estep 
Score: -34916108.000000 Penalty: 6218.452148
	Iteration 159Q: 3 clusters Score -3.491611e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177789 members 
Mstep: Class 2 contains 100719 members 
Entering Unmasked Estep 
Score: -34916128.000000 Penalty: 6218.452148
	Iteration 160F: 3 clusters Score -3.491613e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177824 members 
Mstep: Class 2 contains 100684 members 
Entering Unmasked Estep 
Score: -34916164.000000 Penalty: 6218.452148
	Iteration 161Q: 3 clusters Score -3.491616e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177856 members 
Mstep: Class 2 contains 100652 members 
Entering Unmasked Estep 
Score: -34916128.000000 Penalty: 6218.452148
	Iteration 162Q: 3 clusters Score -3.491613e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177893 members 
Mstep: Class 2 contains 100615 members 
Entering Unmasked Estep 
Score: -34916156.000000 Penalty: 6218.452148
	Iteration 163Q: 3 clusters Score -3.491616e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177918 members 
Mstep: Class 2 contains 100590 members 
Entering Unmasked Estep 
Score: -34916152.000000 Penalty: 6218.452148
	Iteration 164Q: 3 clusters Score -3.491615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177935 members 
Mstep: Class 2 contains 100573 members 
Entering Unmasked Estep 
Score: -34916132.000000 Penalty: 6218.452148
	Iteration 165Q: 3 clusters Score -3.491613e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177951 members 
Mstep: Class 2 contains 100557 members 
Entering Unmasked Estep 
Score: -34916144.000000 Penalty: 6218.452148
	Iteration 166Q: 3 clusters Score -3.491614e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177970 members 
Mstep: Class 2 contains 100538 members 
Entering Unmasked Estep 
Score: -34916152.000000 Penalty: 6218.452148
	Iteration 167Q: 3 clusters Score -3.491615e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177990 members 
Mstep: Class 2 contains 100518 members 
Entering Unmasked Estep 
Score: -34916132.000000 Penalty: 6218.452148
	Iteration 168Q: 3 clusters Score -3.491613e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178005 members 
Mstep: Class 2 contains 100503 members 
Entering Unmasked Estep 
Score: -34916112.000000 Penalty: 6218.452148
	Iteration 169Q: 3 clusters Score -3.491611e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178034 members 
Mstep: Class 2 contains 100474 members 
Entering Unmasked Estep 
Score: -34916124.000000 Penalty: 6218.452148
	Iteration 170Q: 3 clusters Score -3.491612e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178063 members 
Mstep: Class 2 contains 100445 members 
Entering Unmasked Estep 
Score: -34916152.000000 Penalty: 6218.452148
	Iteration 171Q: 3 clusters Score -3.491615e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178093 members 
Mstep: Class 2 contains 100415 members 
Entering Unmasked Estep 
Score: -34916132.000000 Penalty: 6218.452148
	Iteration 172Q: 3 clusters Score -3.491613e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178124 members 
Mstep: Class 2 contains 100384 members 
Entering Unmasked Estep 
Score: -34916128.000000 Penalty: 6218.452148
	Iteration 173Q: 3 clusters Score -3.491613e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178149 members 
Mstep: Class 2 contains 100359 members 
Entering Unmasked Estep 
Score: -34916108.000000 Penalty: 6218.452148
	Iteration 174Q: 3 clusters Score -3.491611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178166 members 
Mstep: Class 2 contains 100342 members 
Entering Unmasked Estep 
Score: -34916136.000000 Penalty: 6218.452148
	Iteration 175Q: 3 clusters Score -3.491614e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178183 members 
Mstep: Class 2 contains 100325 members 
Entering Unmasked Estep 
Score: -34916140.000000 Penalty: 6218.452148
	Iteration 176Q: 3 clusters Score -3.491614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178195 members 
Mstep: Class 2 contains 100313 members 
Entering Unmasked Estep 
Score: -34916124.000000 Penalty: 6218.452148
	Iteration 177Q: 3 clusters Score -3.491612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178205 members 
Mstep: Class 2 contains 100303 members 
Entering Unmasked Estep 
Score: -34916112.000000 Penalty: 6218.452148
	Iteration 178Q: 3 clusters Score -3.491611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178218 members 
Mstep: Class 2 contains 100290 members 
Entering Unmasked Estep 
Score: -34916140.000000 Penalty: 6218.452148
	Iteration 179Q: 3 clusters Score -3.491614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178226 members 
Mstep: Class 2 contains 100282 members 
Entering Unmasked Estep 
Score: -34916120.000000 Penalty: 6218.452148
	Iteration 180F: 3 clusters Score -3.491612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178235 members 
Mstep: Class 2 contains 100273 members 
Entering Unmasked Estep 
Score: -34916116.000000 Penalty: 6218.452148
	Iteration 181Q: 3 clusters Score -3.491612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178240 members 
Mstep: Class 2 contains 100268 members 
Entering Unmasked Estep 
Score: -34916108.000000 Penalty: 6218.452148
	Iteration 182Q: 3 clusters Score -3.491611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178252 members 
Mstep: Class 2 contains 100256 members 
Entering Unmasked Estep 
Score: -34916088.000000 Penalty: 6218.452148
	Iteration 183Q: 3 clusters Score -3.491609e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178268 members 
Mstep: Class 2 contains 100240 members 
Entering Unmasked Estep 
Score: -34916092.000000 Penalty: 6218.452148
	Iteration 184Q: 3 clusters Score -3.491609e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178281 members 
Mstep: Class 2 contains 100227 members 
Entering Unmasked Estep 
Score: -34916076.000000 Penalty: 6218.452148
	Iteration 185Q: 3 clusters Score -3.491608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178295 members 
Mstep: Class 2 contains 100213 members 
Entering Unmasked Estep 
Score: -34916068.000000 Penalty: 6218.452148
	Iteration 186Q: 3 clusters Score -3.491607e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178308 members 
Mstep: Class 2 contains 100200 members 
Entering Unmasked Estep 
Score: -34916044.000000 Penalty: 6218.452148
	Iteration 187Q: 3 clusters Score -3.491604e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178323 members 
Mstep: Class 2 contains 100185 members 
Entering Unmasked Estep 
Score: -34916060.000000 Penalty: 6218.452148
	Iteration 188Q: 3 clusters Score -3.491606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178331 members 
Mstep: Class 2 contains 100177 members 
Entering Unmasked Estep 
Score: -34916044.000000 Penalty: 6218.452148
	Iteration 189Q: 3 clusters Score -3.491604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178335 members 
Mstep: Class 2 contains 100173 members 
Entering Unmasked Estep 
Score: -34916032.000000 Penalty: 6218.452148
	Iteration 190Q: 3 clusters Score -3.491603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178343 members 
Mstep: Class 2 contains 100165 members 
Entering Unmasked Estep 
Score: -34916048.000000 Penalty: 6218.452148
	Iteration 191Q: 3 clusters Score -3.491605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178349 members 
Mstep: Class 2 contains 100159 members 
Entering Unmasked Estep 
Score: -34916044.000000 Penalty: 6218.452148
	Iteration 192Q: 3 clusters Score -3.491604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178353 members 
Mstep: Class 2 contains 100155 members 
Entering Unmasked Estep 
Score: -34916048.000000 Penalty: 6218.452148
	Iteration 193Q: 3 clusters Score -3.491605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178356 members 
Mstep: Class 2 contains 100152 members 
Entering Unmasked Estep 
Score: -34916060.000000 Penalty: 6218.452148
	Iteration 194Q: 3 clusters Score -3.491606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178357 members 
Mstep: Class 2 contains 100151 members 
Entering Unmasked Estep 
Score: -34916060.000000 Penalty: 6218.452148
	Iteration 195Q: 3 clusters Score -3.491606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178358 members 
Mstep: Class 2 contains 100150 members 
Entering Unmasked Estep 
Score: -34916056.000000 Penalty: 6218.452148
	Iteration 196Q: 3 clusters Score -3.491606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178361 members 
Mstep: Class 2 contains 100147 members 
Entering Unmasked Estep 
Score: -34916064.000000 Penalty: 6218.452148
	Iteration 197Q: 3 clusters Score -3.491606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178364 members 
Mstep: Class 2 contains 100144 members 
Entering Unmasked Estep 
Score: -34916060.000000 Penalty: 6218.452148
	Iteration 198Q: 3 clusters Score -3.491606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178365 members 
Mstep: Class 2 contains 100143 members 
Entering Unmasked Estep 
Score: -34916072.000000 Penalty: 6218.452148
	Iteration 199Q: 3 clusters Score -3.491607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178368 members 
Mstep: Class 2 contains 100140 members 
Entering Unmasked Estep 
Score: -34916064.000000 Penalty: 6218.452148
	Iteration 200F: 3 clusters Score -3.491606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178372 members 
Mstep: Class 2 contains 100136 members 
Entering Unmasked Estep 
Score: -34916072.000000 Penalty: 6218.452148
	Iteration 201Q: 3 clusters Score -3.491607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178377 members 
Mstep: Class 2 contains 100131 members 
Entering Unmasked Estep 
Score: -34916048.000000 Penalty: 6218.452148
	Iteration 202Q: 3 clusters Score -3.491605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178383 members 
Mstep: Class 2 contains 100125 members 
Entering Unmasked Estep 
Score: -34916056.000000 Penalty: 6218.452148
	Iteration 203Q: 3 clusters Score -3.491606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178387 members 
Mstep: Class 2 contains 100121 members 
Entering Unmasked Estep 
Score: -34916040.000000 Penalty: 6218.452148
	Iteration 204Q: 3 clusters Score -3.491604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178395 members 
Mstep: Class 2 contains 100113 members 
Entering Unmasked Estep 
Score: -34916056.000000 Penalty: 6218.452148
	Iteration 205Q: 3 clusters Score -3.491606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178401 members 
Mstep: Class 2 contains 100107 members 
Entering Unmasked Estep 
Score: -34916040.000000 Penalty: 6218.452148
	Iteration 206Q: 3 clusters Score -3.491604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178408 members 
Mstep: Class 2 contains 100100 members 
Entering Unmasked Estep 
Score: -34916056.000000 Penalty: 6218.452148
	Iteration 207Q: 3 clusters Score -3.491606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178416 members 
Mstep: Class 2 contains 100092 members 
Entering Unmasked Estep 
Score: -34916048.000000 Penalty: 6218.452148
	Iteration 208Q: 3 clusters Score -3.491605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178426 members 
Mstep: Class 2 contains 100082 members 
Entering Unmasked Estep 
Score: -34916048.000000 Penalty: 6218.452148
	Iteration 209Q: 3 clusters Score -3.491605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178435 members 
Mstep: Class 2 contains 100073 members 
Entering Unmasked Estep 
Score: -34916040.000000 Penalty: 6218.452148
	Iteration 210Q: 3 clusters Score -3.491604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178449 members 
Mstep: Class 2 contains 100059 members 
Entering Unmasked Estep 
Score: -34916032.000000 Penalty: 6218.452148
	Iteration 211Q: 3 clusters Score -3.491603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178461 members 
Mstep: Class 2 contains 100047 members 
Entering Unmasked Estep 
Score: -34916016.000000 Penalty: 6218.452148
	Iteration 212Q: 3 clusters Score -3.491602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178471 members 
Mstep: Class 2 contains 100037 members 
Entering Unmasked Estep 
Score: -34916028.000000 Penalty: 6218.452148
	Iteration 213Q: 3 clusters Score -3.491603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178481 members 
Mstep: Class 2 contains 100027 members 
Entering Unmasked Estep 
Score: -34916008.000000 Penalty: 6218.452148
	Iteration 214Q: 3 clusters Score -3.491601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178492 members 
Mstep: Class 2 contains 100016 members 
Entering Unmasked Estep 
Score: -34916020.000000 Penalty: 6218.452148
	Iteration 215Q: 3 clusters Score -3.491602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178499 members 
Mstep: Class 2 contains 100009 members 
Entering Unmasked Estep 
Score: -34916004.000000 Penalty: 6218.452148
	Iteration 216Q: 3 clusters Score -3.4916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178509 members 
Mstep: Class 2 contains 99999 members 
Entering Unmasked Estep 
Score: -34916008.000000 Penalty: 6218.452148
	Iteration 217Q: 3 clusters Score -3.491601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178519 members 
Mstep: Class 2 contains 99989 members 
Entering Unmasked Estep 
Score: -34916020.000000 Penalty: 6218.452148
	Iteration 218Q: 3 clusters Score -3.491602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178528 members 
Mstep: Class 2 contains 99980 members 
Entering Unmasked Estep 
Score: -34916032.000000 Penalty: 6218.452148
	Iteration 219Q: 3 clusters Score -3.491603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178537 members 
Mstep: Class 2 contains 99971 members 
Entering Unmasked Estep 
Score: -34916056.000000 Penalty: 6218.452148
	Iteration 220F: 3 clusters Score -3.491606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178546 members 
Mstep: Class 2 contains 99962 members 
Entering Unmasked Estep 
Score: -34916048.000000 Penalty: 6218.452148
	Iteration 221Q: 3 clusters Score -3.491605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178555 members 
Mstep: Class 2 contains 99953 members 
Entering Unmasked Estep 
Score: -34916040.000000 Penalty: 6218.452148
	Iteration 222Q: 3 clusters Score -3.491604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178567 members 
Mstep: Class 2 contains 99941 members 
Entering Unmasked Estep 
Score: -34916036.000000 Penalty: 6218.452148
	Iteration 223Q: 3 clusters Score -3.491604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178573 members 
Mstep: Class 2 contains 99935 members 
Entering Unmasked Estep 
Score: -34916032.000000 Penalty: 6218.452148
	Iteration 224Q: 3 clusters Score -3.491603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178580 members 
Mstep: Class 2 contains 99928 members 
Entering Unmasked Estep 
Score: -34916052.000000 Penalty: 6218.452148
	Iteration 225Q: 3 clusters Score -3.491605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178589 members 
Mstep: Class 2 contains 99919 members 
Entering Unmasked Estep 
Score: -34916052.000000 Penalty: 6218.452148
	Iteration 226Q: 3 clusters Score -3.491605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178598 members 
Mstep: Class 2 contains 99910 members 
Entering Unmasked Estep 
Score: -34916056.000000 Penalty: 6218.452148
	Iteration 227Q: 3 clusters Score -3.491606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178603 members 
Mstep: Class 2 contains 99905 members 
Entering Unmasked Estep 
Score: -34916056.000000 Penalty: 6218.452148
	Iteration 228Q: 3 clusters Score -3.491606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178608 members 
Mstep: Class 2 contains 99900 members 
Entering Unmasked Estep 
Score: -34916056.000000 Penalty: 6218.452148
	Iteration 229Q: 3 clusters Score -3.491606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178612 members 
Mstep: Class 2 contains 99896 members 
Entering Unmasked Estep 
Score: -34916064.000000 Penalty: 6218.452148
	Iteration 230Q: 3 clusters Score -3.491606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178613 members 
Mstep: Class 2 contains 99895 members 
Entering Unmasked Estep 
Score: -34916048.000000 Penalty: 6218.452148
	Iteration 231Q: 3 clusters Score -3.491605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178617 members 
Mstep: Class 2 contains 99891 members 
Entering Unmasked Estep 
Score: -34916044.000000 Penalty: 6218.452148
	Iteration 232Q: 3 clusters Score -3.491604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178619 members 
Mstep: Class 2 contains 99889 members 
Entering Unmasked Estep 
Score: -34916036.000000 Penalty: 6218.452148
	Iteration 233Q: 3 clusters Score -3.491604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178622 members 
Mstep: Class 2 contains 99886 members 
Entering Unmasked Estep 
Score: -34916036.000000 Penalty: 6218.452148
	Iteration 234Q: 3 clusters Score -3.491604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178623 members 
Mstep: Class 2 contains 99885 members 
Entering Unmasked Estep 
Score: -34916032.000000 Penalty: 6218.452148
	Iteration 235Q: 3 clusters Score -3.491603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178625 members 
Mstep: Class 2 contains 99883 members 
Entering Unmasked Estep 
Score: -34916040.000000 Penalty: 6218.452148
	Iteration 236Q: 3 clusters Score -3.491604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178628 members 
Mstep: Class 2 contains 99880 members 
Entering Unmasked Estep 
Score: -34916044.000000 Penalty: 6218.452148
	Iteration 237Q: 3 clusters Score -3.491604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178629 members 
Mstep: Class 2 contains 99879 members 
Entering Unmasked Estep 
Score: -34916048.000000 Penalty: 6218.452148
	Iteration 238Q: 3 clusters Score -3.491605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178631 members 
Mstep: Class 2 contains 99877 members 
Entering Unmasked Estep 
Score: -34916052.000000 Penalty: 6218.452148
	Iteration 239Q: 3 clusters Score -3.491605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178633 members 
Mstep: Class 2 contains 99875 members 
Entering Unmasked Estep 
Score: -34916052.000000 Penalty: 6218.452148
	Iteration 240F: 3 clusters Score -3.491605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178638 members 
Mstep: Class 2 contains 99870 members 
Entering Unmasked Estep 
Score: -34916040.000000 Penalty: 6218.452148
	Iteration 241Q: 3 clusters Score -3.491604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178644 members 
Mstep: Class 2 contains 99864 members 
Entering Unmasked Estep 
Score: -34916052.000000 Penalty: 6218.452148
	Iteration 242Q: 3 clusters Score -3.491605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178656 members 
Mstep: Class 2 contains 99852 members 
Entering Unmasked Estep 
Score: -34916024.000000 Penalty: 6218.452148
	Iteration 243Q: 3 clusters Score -3.491602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178665 members 
Mstep: Class 2 contains 99843 members 
Entering Unmasked Estep 
Score: -34916020.000000 Penalty: 6218.452148
	Iteration 244Q: 3 clusters Score -3.491602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178669 members 
Mstep: Class 2 contains 99839 members 
Entering Unmasked Estep 
Score: -34916040.000000 Penalty: 6218.452148
	Iteration 245Q: 3 clusters Score -3.491604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178672 members 
Mstep: Class 2 contains 99836 members 
Entering Unmasked Estep 
Score: -34916032.000000 Penalty: 6218.452148
	Iteration 246Q: 3 clusters Score -3.491603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178673 members 
Mstep: Class 2 contains 99835 members 
Entering Unmasked Estep 
Score: -34916032.000000 Penalty: 6218.452148
	Iteration 247Q: 3 clusters Score -3.491603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178675 members 
Mstep: Class 2 contains 99833 members 
Entering Unmasked Estep 
Score: -34916048.000000 Penalty: 6218.452148
	Iteration 248Q: 3 clusters Score -3.491605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178675 members 
Mstep: Class 2 contains 99833 members 
Entering Unmasked Estep 
Score: -34916048.000000 Penalty: 6218.452148
	Iteration 249F: 3 clusters Score -3.491605e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -62939.375000 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -62939.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61416.453125 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -61416.45 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -61781.070312 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -61781.07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61962.777344 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -61962.78 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62211.023438 Penalty: 3135.992188
	Iteration 3F: 3 clusters Score -62211.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -62337.382812 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -62337.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62404.617188 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -62404.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62428.367188 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -62428.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -62449.523438 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -62449.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -62457.976562 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -62457.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -62461.019531 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -62461.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62462.906250 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -62462.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62462.906250 Penalty: 3135.992188
	Iteration 11F: 3 clusters Score -62462.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -15069.367188 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -15069.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14195.742188 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -14195.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14314.359375 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -14314.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14361.639648 Penalty: 2564.560059
	Iteration 2Q: 3 clusters Score -14361.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14423.059570 Penalty: 2564.560059
	Iteration 3Q: 3 clusters Score -14423.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14427.942383 Penalty: 2564.560059
	Iteration 4Q: 3 clusters Score -14427.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14427.942383 Penalty: 2564.560059
	Iteration 5F: 3 clusters Score -14427.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -44652.167969 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -44652.17 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 238 members 
Entering Unmasked Estep 
Score: -43346.410156 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -43346.41 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43797.015625 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -43797.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44012.765625 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -44012.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44235.953125 Penalty: 3062.197998
	Iteration 3F: 3 clusters Score -44235.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44643.363281 Penalty: 3062.197998
	Iteration 4F: 3 clusters Score -44643.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44892.167969 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -44892.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -44971.562500 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -44971.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -45091.738281 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -45091.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -45203.609375 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -45203.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45255.015625 Penalty: 3062.197998
	Iteration 9Q: 3 clusters Score -45255.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45265.453125 Penalty: 3062.197998
	Iteration 10Q: 3 clusters Score -45265.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45278.890625 Penalty: 3062.197998
	Iteration 11Q: 3 clusters Score -45278.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -45293.343750 Penalty: 3062.197998
	Iteration 12Q: 3 clusters Score -45293.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -45309.824219 Penalty: 3062.197998
	Iteration 13Q: 3 clusters Score -45309.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -45322.832031 Penalty: 3062.197998
	Iteration 14Q: 3 clusters Score -45322.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -45322.832031 Penalty: 3062.197998
	Iteration 15F: 3 clusters Score -45322.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95953 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33112 members 
Mstep: Class 6 contains 36040 members 
Mstep: Class 7 contains 25205 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172323 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278508 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 319 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178098 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49907 members 
Mstep: Class 20 contains 43355 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 161 members 
Entering Unmasked Estep 
Score: -119293608.000000 Penalty: 75182.937500
Splitting cluster 15 changes total score from -119294856.000000 to -119293608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -55114.578125 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -55114.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -53634.058594 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -53634.06 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -54010.984375 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -54010.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -54258.644531 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -54258.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -54327.390625 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -54327.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54396.699219 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -54396.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -54474.820312 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -54474.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54565.777344 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -54565.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -54646.019531 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -54646.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -54755.609375 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -54755.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -54840.097656 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -54840.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -54884.781250 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -54884.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54898.136719 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -54898.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -54907.582031 Penalty: 3101.899170
	Iteration 12Q: 3 clusters Score -54907.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -54922.269531 Penalty: 3101.899170
	Iteration 13Q: 3 clusters Score -54922.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -54939.042969 Penalty: 3101.899170
	Iteration 14Q: 3 clusters Score -54939.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -54951.531250 Penalty: 3101.899170
	Iteration 15Q: 3 clusters Score -54951.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54961.664062 Penalty: 3101.899170
	Iteration 16Q: 3 clusters Score -54961.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54969.550781 Penalty: 3101.899170
	Iteration 17Q: 3 clusters Score -54969.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54969.550781 Penalty: 3101.899170
	Iteration 18F: 3 clusters Score -54969.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (178098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178098 members 
Entering Unmasked Estep 
Score: -22374114.000000 Penalty: 2998.342041
	Iteration 0F: 2 clusters Score -2.237411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89184 members 
Mstep: Class 2 contains 88914 members 
Entering Unmasked Estep 
Score: -22255394.000000 Penalty: 5996.684082
	Iteration 0F: 3 clusters Score -2.225539e+07 nChanged 85471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90191 members 
Mstep: Class 2 contains 87907 members 
Entering Unmasked Estep 
Score: -22304900.000000 Penalty: 5996.684082
	Iteration 1F: 3 clusters Score -2.23049e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90712 members 
Mstep: Class 2 contains 87386 members 
Entering Unmasked Estep 
Score: -22305790.000000 Penalty: 5996.684082
	Iteration 2Q: 3 clusters Score -2.230579e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91663 members 
Mstep: Class 2 contains 86435 members 
Entering Unmasked Estep 
Score: -22306940.000000 Penalty: 5996.684082
	Iteration 3Q: 3 clusters Score -2.230694e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 85039 members 
Entering Unmasked Estep 
Score: -22308334.000000 Penalty: 5996.684082
	Iteration 4Q: 3 clusters Score -2.230833e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95282 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -22310374.000000 Penalty: 5996.684082
	Iteration 5Q: 3 clusters Score -2.231037e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98590 members 
Mstep: Class 2 contains 79508 members 
Entering Unmasked Estep 
Score: -22313454.000000 Penalty: 5996.684082
	Iteration 6Q: 3 clusters Score -2.231345e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103367 members 
Mstep: Class 2 contains 74731 members 
Entering Unmasked Estep 
Score: -22318144.000000 Penalty: 5996.684082
	Iteration 7Q: 3 clusters Score -2.231814e+07 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109664 members 
Mstep: Class 2 contains 68434 members 
Entering Unmasked Estep 
Score: -22325354.000000 Penalty: 5996.684082
	Iteration 8F: 3 clusters Score -2.232535e+07 nChanged 11290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116596 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -22334014.000000 Penalty: 5996.684082
	Iteration 9F: 3 clusters Score -2.233401e+07 nChanged 11313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123083 members 
Mstep: Class 2 contains 55015 members 
Entering Unmasked Estep 
Score: -22342832.000000 Penalty: 5996.684082
	Iteration 10F: 3 clusters Score -2.234283e+07 nChanged 10053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128154 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -22349834.000000 Penalty: 5996.684082
	Iteration 11F: 3 clusters Score -2.234983e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131965 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -22353550.000000 Penalty: 5996.684082
	Iteration 12Q: 3 clusters Score -2.235355e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135284 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -22355644.000000 Penalty: 5996.684082
	Iteration 13Q: 3 clusters Score -2.235564e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138410 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -22357244.000000 Penalty: 5996.684082
	Iteration 14Q: 3 clusters Score -2.235724e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141490 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -22358274.000000 Penalty: 5996.684082
	Iteration 15Q: 3 clusters Score -2.235827e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144454 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -22359524.000000 Penalty: 5996.684082
	Iteration 16Q: 3 clusters Score -2.235952e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147288 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -22360550.000000 Penalty: 5996.684082
	Iteration 17Q: 3 clusters Score -2.236055e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149947 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -22361648.000000 Penalty: 5996.684082
	Iteration 18Q: 3 clusters Score -2.236165e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152484 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -22362632.000000 Penalty: 5996.684082
	Iteration 19Q: 3 clusters Score -2.236263e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154914 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -22363502.000000 Penalty: 5996.684082
	Iteration 20F: 3 clusters Score -2.23635e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157253 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -22364438.000000 Penalty: 5996.684082
	Iteration 21Q: 3 clusters Score -2.236444e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159507 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -22365354.000000 Penalty: 5996.684082
	Iteration 22Q: 3 clusters Score -2.236535e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161572 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2.23661e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163497 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -22366872.000000 Penalty: 5996.684082
	Iteration 24Q: 3 clusters Score -2.236687e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165314 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -22367654.000000 Penalty: 5996.684082
	Iteration 25Q: 3 clusters Score -2.236765e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167062 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -22368160.000000 Penalty: 5996.684082
	Iteration 26Q: 3 clusters Score -2.236816e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168551 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2.236875e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169920 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -22369310.000000 Penalty: 5996.684082
	Iteration 28Q: 3 clusters Score -2.236931e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171068 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2.236979e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172077 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2.23702e+07 nChanged 853
Entering Unmasked Mstep 
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Mstep: Class 1 contains 172930 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -22370520.000000 Penalty: 5996.684082
	Iteration 31Q: 3 clusters Score -2.237052e+07 nChanged 732
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Mstep: Class 1 contains 173656 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -22370848.000000 Penalty: 5996.684082
	Iteration 32Q: 3 clusters Score -2.237085e+07 nChanged 573
Entering Unmasked Mstep 
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Mstep: Class 1 contains 174219 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -22371034.000000 Penalty: 5996.684082
	Iteration 33Q: 3 clusters Score -2.237103e+07 nChanged 446
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Mstep: Class 1 contains 174657 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -22371210.000000 Penalty: 5996.684082
	Iteration 34Q: 3 clusters Score -2.237121e+07 nChanged 349
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Mstep: Class 1 contains 175000 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -22371418.000000 Penalty: 5996.684082
	Iteration 35Q: 3 clusters Score -2.237142e+07 nChanged 295
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Mstep: Class 1 contains 175275 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -22371544.000000 Penalty: 5996.684082
	Iteration 36Q: 3 clusters Score -2.237154e+07 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175498 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -22371630.000000 Penalty: 5996.684082
	Iteration 37Q: 3 clusters Score -2.237163e+07 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175663 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -22371742.000000 Penalty: 5996.684082
	Iteration 38Q: 3 clusters Score -2.237174e+07 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175794 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -22371820.000000 Penalty: 5996.684082
	Iteration 39Q: 3 clusters Score -2.237182e+07 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175918 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -22371910.000000 Penalty: 5996.684082
	Iteration 40F: 3 clusters Score -2.237191e+07 nChanged 136
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Mstep: Class 1 contains 175998 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2.237193e+07 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176043 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -22372026.000000 Penalty: 5996.684082
	Iteration 42Q: 3 clusters Score -2.237203e+07 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176070 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -22372032.000000 Penalty: 5996.684082
	Iteration 43Q: 3 clusters Score -2.237203e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176101 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2.237203e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176118 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -22372074.000000 Penalty: 5996.684082
	Iteration 45Q: 3 clusters Score -2.237207e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176135 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -22372052.000000 Penalty: 5996.684082
	Iteration 46Q: 3 clusters Score -2.237205e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176150 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -22372080.000000 Penalty: 5996.684082
	Iteration 47Q: 3 clusters Score -2.237208e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176153 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2.237208e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176169 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2.237208e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176172 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -22372086.000000 Penalty: 5996.684082
	Iteration 50Q: 3 clusters Score -2.237209e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176180 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -22372086.000000 Penalty: 5996.684082
	Iteration 51Q: 3 clusters Score -2.237209e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176183 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2.237209e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176186 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -22372090.000000 Penalty: 5996.684082
	Iteration 53Q: 3 clusters Score -2.237209e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -22372104.000000 Penalty: 5996.684082
	Iteration 54Q: 3 clusters Score -2.23721e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176185 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -22372100.000000 Penalty: 5996.684082
	Iteration 55Q: 3 clusters Score -2.23721e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176187 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -22372088.000000 Penalty: 5996.684082
	Iteration 56Q: 3 clusters Score -2.237209e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -22372092.000000 Penalty: 5996.684082
	Iteration 57Q: 3 clusters Score -2.237209e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -22372112.000000 Penalty: 5996.684082
	Iteration 58Q: 3 clusters Score -2.237211e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -22372098.000000 Penalty: 5996.684082
	Iteration 59Q: 3 clusters Score -2.23721e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -22372104.000000 Penalty: 5996.684082
	Iteration 60F: 3 clusters Score -2.23721e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2.237209e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -22372078.000000 Penalty: 5996.684082
	Iteration 62Q: 3 clusters Score -2.237208e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2.237208e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -22372074.000000 Penalty: 5996.684082
	Iteration 64Q: 3 clusters Score -2.237207e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -22372066.000000 Penalty: 5996.684082
	Iteration 65Q: 3 clusters Score -2.237207e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -22372076.000000 Penalty: 5996.684082
	Iteration 66Q: 3 clusters Score -2.237208e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2.237208e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -22372062.000000 Penalty: 5996.684082
	Iteration 68Q: 3 clusters Score -2.237206e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2.237208e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2.237208e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -22372060.000000 Penalty: 5996.684082
	Iteration 71Q: 3 clusters Score -2.237206e+07 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2.237207e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -22372082.000000 Penalty: 5996.684082
	Iteration 73Q: 3 clusters Score -2.237208e+07 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2.237208e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2.237208e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.237208e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.237207e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -22372080.000000 Penalty: 5996.684082
	Iteration 78Q: 3 clusters Score -2.237208e+07 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2.237209e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2.23721e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.23721e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.237209e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.237209e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.237211e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.23721e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -22372118.000000 Penalty: 5996.684082
	Iteration 86Q: 3 clusters Score -2.237212e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.237212e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.237212e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.23721e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.237212e+07 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.237213e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.237213e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.237211e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.237212e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.237213e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -22372126.000000 Penalty: 5996.684082
	Iteration 96Q: 3 clusters Score -2.237213e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -22372114.000000 Penalty: 5996.684082
	Iteration 97Q: 3 clusters Score -2.237211e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -22372124.000000 Penalty: 5996.684082
	Iteration 98Q: 3 clusters Score -2.237212e+07 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.237214e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -22372152.000000 Penalty: 5996.684082
	Iteration 100F: 3 clusters Score -2.237215e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -22372152.000000 Penalty: 5996.684082
	Iteration 101Q: 3 clusters Score -2.237215e+07 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.237215e+07 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.237215e+07 nChanged 0
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -22372146.000000 Penalty: 5996.684082
	Iteration 104F: 3 clusters Score -2.237215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -59384.500000 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -59384.5 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 297 members 
Entering Unmasked Estep 
Score: -57778.230469 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -57778.23 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58088.484375 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -58088.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58308.492188 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -58308.49 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58561.195312 Penalty: 3165.380615
	Iteration 3F: 3 clusters Score -58561.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58842.976562 Penalty: 3165.380615
	Iteration 4F: 3 clusters Score -58842.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59108.289062 Penalty: 3165.380615
	Iteration 5F: 3 clusters Score -59108.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59228.855469 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -59228.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59294.699219 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -59294.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59392.902344 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -59392.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59571.406250 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -59571.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59733.023438 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -59733.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59748.964844 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -59748.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59779.273438 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -59779.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59803.628906 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -59803.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59844.691406 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -59844.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59888.546875 Penalty: 3165.380615
	Iteration 15Q: 3 clusters Score -59888.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59921.941406 Penalty: 3165.380615
	Iteration 16Q: 3 clusters Score -59921.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -59950.687500 Penalty: 3165.380615
	Iteration 17Q: 3 clusters Score -59950.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59984.214844 Penalty: 3165.380615
	Iteration 18Q: 3 clusters Score -59984.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60032.007812 Penalty: 3165.380615
	Iteration 19Q: 3 clusters Score -60032.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60133.265625 Penalty: 3165.380615
	Iteration 20F: 3 clusters Score -60133.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60208.988281 Penalty: 3165.380615
	Iteration 21Q: 3 clusters Score -60208.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60212.988281 Penalty: 3165.380615
	Iteration 22Q: 3 clusters Score -60212.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60212.988281 Penalty: 3165.380615
	Iteration 23F: 3 clusters Score -60212.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95953 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33112 members 
Mstep: Class 6 contains 36040 members 
Mstep: Class 7 contains 25205 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172323 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278508 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178098 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 19 contains 49907 members 
Mstep: Class 20 contains 43355 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 280 members 
Entering Unmasked Estep 
Score: -119293816.000000 Penalty: 75182.937500
Splitting cluster 18 changes total score from -119294856.000000 to -119293816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (49907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Entering Unmasked Estep 
Score: -6189597.500000 Penalty: 2682.843262
	Iteration 0F: 2 clusters Score -6189598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -6155944.000000 Penalty: 5365.686523
	Iteration 0F: 3 clusters Score -6155944 nChanged 23006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -6168395.500000 Penalty: 5365.686523
	Iteration 1F: 3 clusters Score -6168396 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -6168856.000000 Penalty: 5365.686523
	Iteration 2Q: 3 clusters Score -6168856 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -6169365.500000 Penalty: 5365.686523
	Iteration 3Q: 3 clusters Score -6169366 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -6169864.000000 Penalty: 5365.686523
	Iteration 4Q: 3 clusters Score -6169864 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -6170454.000000 Penalty: 5365.686523
	Iteration 5Q: 3 clusters Score -6170454 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -6171258.000000 Penalty: 5365.686523
	Iteration 6Q: 3 clusters Score -6171258 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -6172478.000000 Penalty: 5365.686523
	Iteration 7Q: 3 clusters Score -6172478 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -6174253.500000 Penalty: 5365.686523
	Iteration 8F: 3 clusters Score -6174254 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -6176954.500000 Penalty: 5365.686523
	Iteration 9F: 3 clusters Score -6176954 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -6180434.000000 Penalty: 5365.686523
	Iteration 10F: 3 clusters Score -6180434 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -6183657.000000 Penalty: 5365.686523
	Iteration 11F: 3 clusters Score -6183657 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -6185466.000000 Penalty: 5365.686523
	Iteration 12Q: 3 clusters Score -6185466 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -6186228.500000 Penalty: 5365.686523
	Iteration 13Q: 3 clusters Score -6186228 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -6186581.000000 Penalty: 5365.686523
	Iteration 14Q: 3 clusters Score -6186581 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -6186807.500000 Penalty: 5365.686523
	Iteration 15Q: 3 clusters Score -6186808 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -6186905.000000 Penalty: 5365.686523
	Iteration 16Q: 3 clusters Score -6186905 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -6186952.000000 Penalty: 5365.686523
	Iteration 17Q: 3 clusters Score -6186952 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -6186979.000000 Penalty: 5365.686523
	Iteration 18Q: 3 clusters Score -6186979 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -6187008.000000 Penalty: 5365.686523
	Iteration 19Q: 3 clusters Score -6187008 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -6187011.500000 Penalty: 5365.686523
	Iteration 20F: 3 clusters Score -6187012 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -6187013.000000 Penalty: 5365.686523
	Iteration 21Q: 3 clusters Score -6187013 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -6187021.500000 Penalty: 5365.686523
	Iteration 22Q: 3 clusters Score -6187022 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -6187036.500000 Penalty: 5365.686523
	Iteration 23Q: 3 clusters Score -6187036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -6187029.500000 Penalty: 5365.686523
	Iteration 24Q: 3 clusters Score -6187030 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -6187045.000000 Penalty: 5365.686523
	Iteration 25Q: 3 clusters Score -6187045 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -6187049.000000 Penalty: 5365.686523
	Iteration 26Q: 3 clusters Score -6187049 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -6187037.500000 Penalty: 5365.686523
	Iteration 27Q: 3 clusters Score -6187038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -6187045.500000 Penalty: 5365.686523
	Iteration 28Q: 3 clusters Score -6187046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -6187053.500000 Penalty: 5365.686523
	Iteration 29Q: 3 clusters Score -6187054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -6187063.500000 Penalty: 5365.686523
	Iteration 30Q: 3 clusters Score -6187064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -6187064.500000 Penalty: 5365.686523
	Iteration 31Q: 3 clusters Score -6187064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -6187065.500000 Penalty: 5365.686523
	Iteration 32Q: 3 clusters Score -6187066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -6187076.000000 Penalty: 5365.686523
	Iteration 33Q: 3 clusters Score -6187076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -6187077.500000 Penalty: 5365.686523
	Iteration 34Q: 3 clusters Score -6187078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -6187076.000000 Penalty: 5365.686523
	Iteration 35Q: 3 clusters Score -6187076 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -6187092.000000 Penalty: 5365.686523
	Iteration 36Q: 3 clusters Score -6187092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -6187088.500000 Penalty: 5365.686523
	Iteration 37Q: 3 clusters Score -6187088 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -6187084.500000 Penalty: 5365.686523
	Iteration 38Q: 3 clusters Score -6187084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -6187096.500000 Penalty: 5365.686523
	Iteration 39Q: 3 clusters Score -6187096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -6187095.000000 Penalty: 5365.686523
	Iteration 40F: 3 clusters Score -6187095 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -6187097.000000 Penalty: 5365.686523
	Iteration 41Q: 3 clusters Score -6187097 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -6187102.000000 Penalty: 5365.686523
	Iteration 42Q: 3 clusters Score -6187102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -6187094.500000 Penalty: 5365.686523
	Iteration 43Q: 3 clusters Score -6187094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -6187103.000000 Penalty: 5365.686523
	Iteration 44Q: 3 clusters Score -6187103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -6187114.000000 Penalty: 5365.686523
	Iteration 45Q: 3 clusters Score -6187114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -6187109.000000 Penalty: 5365.686523
	Iteration 46Q: 3 clusters Score -6187109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -6187102.000000 Penalty: 5365.686523
	Iteration 47Q: 3 clusters Score -6187102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -6187104.000000 Penalty: 5365.686523
	Iteration 48Q: 3 clusters Score -6187104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -6187114.000000 Penalty: 5365.686523
	Iteration 49Q: 3 clusters Score -6187114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -6187101.000000 Penalty: 5365.686523
	Iteration 50Q: 3 clusters Score -6187101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -6187110.000000 Penalty: 5365.686523
	Iteration 51Q: 3 clusters Score -6187110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -6187104.500000 Penalty: 5365.686523
	Iteration 52Q: 3 clusters Score -6187104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -6187107.000000 Penalty: 5365.686523
	Iteration 53Q: 3 clusters Score -6187107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -6187107.500000 Penalty: 5365.686523
	Iteration 54Q: 3 clusters Score -6187108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -6187102.000000 Penalty: 5365.686523
	Iteration 55Q: 3 clusters Score -6187102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -6187109.000000 Penalty: 5365.686523
	Iteration 56Q: 3 clusters Score -6187109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -6187118.000000 Penalty: 5365.686523
	Iteration 57Q: 3 clusters Score -6187118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -6187113.500000 Penalty: 5365.686523
	Iteration 58Q: 3 clusters Score -6187114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -6187120.000000 Penalty: 5365.686523
	Iteration 59Q: 3 clusters Score -6187120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -6187132.000000 Penalty: 5365.686523
	Iteration 60F: 3 clusters Score -6187132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -6187135.500000 Penalty: 5365.686523
	Iteration 61Q: 3 clusters Score -6187136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -6187126.500000 Penalty: 5365.686523
	Iteration 62Q: 3 clusters Score -6187126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -6187127.500000 Penalty: 5365.686523
	Iteration 63Q: 3 clusters Score -6187128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -6187119.500000 Penalty: 5365.686523
	Iteration 64Q: 3 clusters Score -6187120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -6187124.000000 Penalty: 5365.686523
	Iteration 65Q: 3 clusters Score -6187124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -6187128.000000 Penalty: 5365.686523
	Iteration 66Q: 3 clusters Score -6187128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -6187136.000000 Penalty: 5365.686523
	Iteration 67Q: 3 clusters Score -6187136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -6187119.000000 Penalty: 5365.686523
	Iteration 68Q: 3 clusters Score -6187119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -6187123.000000 Penalty: 5365.686523
	Iteration 69Q: 3 clusters Score -6187123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -6187121.000000 Penalty: 5365.686523
	Iteration 70Q: 3 clusters Score -6187121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -6187125.000000 Penalty: 5365.686523
	Iteration 71Q: 3 clusters Score -6187125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -6187126.500000 Penalty: 5365.686523
	Iteration 72Q: 3 clusters Score -6187126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -6187120.000000 Penalty: 5365.686523
	Iteration 73Q: 3 clusters Score -6187120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -6187126.000000 Penalty: 5365.686523
	Iteration 74Q: 3 clusters Score -6187126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -6187128.000000 Penalty: 5365.686523
	Iteration 75Q: 3 clusters Score -6187128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -6187126.000000 Penalty: 5365.686523
	Iteration 76Q: 3 clusters Score -6187126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -6187120.000000 Penalty: 5365.686523
	Iteration 77Q: 3 clusters Score -6187120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -6187134.000000 Penalty: 5365.686523
	Iteration 78Q: 3 clusters Score -6187134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -6187137.500000 Penalty: 5365.686523
	Iteration 79Q: 3 clusters Score -6187138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -6187132.500000 Penalty: 5365.686523
	Iteration 80F: 3 clusters Score -6187132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -6187123.000000 Penalty: 5365.686523
	Iteration 81Q: 3 clusters Score -6187123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -6187124.000000 Penalty: 5365.686523
	Iteration 82Q: 3 clusters Score -6187124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -6187126.500000 Penalty: 5365.686523
	Iteration 83Q: 3 clusters Score -6187126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -6187125.000000 Penalty: 5365.686523
	Iteration 84Q: 3 clusters Score -6187125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
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	Iteration 85F: 3 clusters Score -6187125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Entering Unmasked Estep 
Score: -5532919.500000 Penalty: 2647.939941
	Iteration 0F: 2 clusters Score -5532920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -5503498 nChanged 19953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5514508 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -5515028.500000 Penalty: 5295.879883
	Iteration 2Q: 3 clusters Score -5515028 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -5515472 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -5515918.500000 Penalty: 5295.879883
	Iteration 4Q: 3 clusters Score -5515918 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -5516456.000000 Penalty: 5295.879883
	Iteration 5Q: 3 clusters Score -5516456 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -5517064.000000 Penalty: 5295.879883
	Iteration 6Q: 3 clusters Score -5517064 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -5517898.500000 Penalty: 5295.879883
	Iteration 7Q: 3 clusters Score -5517898 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -5518937.500000 Penalty: 5295.879883
	Iteration 8Q: 3 clusters Score -5518938 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -5520536.500000 Penalty: 5295.879883
	Iteration 9F: 3 clusters Score -5520536 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -5522531.000000 Penalty: 5295.879883
	Iteration 10F: 3 clusters Score -5522531 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -5524553.500000 Penalty: 5295.879883
	Iteration 11F: 3 clusters Score -5524554 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -5525813.000000 Penalty: 5295.879883
	Iteration 12F: 3 clusters Score -5525813 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -5526266.000000 Penalty: 5295.879883
	Iteration 13Q: 3 clusters Score -5526266 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -5526483.500000 Penalty: 5295.879883
	Iteration 14Q: 3 clusters Score -5526484 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -5526589.000000 Penalty: 5295.879883
	Iteration 15Q: 3 clusters Score -5526589 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -5526716.500000 Penalty: 5295.879883
	Iteration 16Q: 3 clusters Score -5526716 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -5526803.500000 Penalty: 5295.879883
	Iteration 17Q: 3 clusters Score -5526804 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -5526927.000000 Penalty: 5295.879883
	Iteration 18Q: 3 clusters Score -5526927 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -5527011.000000 Penalty: 5295.879883
	Iteration 19Q: 3 clusters Score -5527011 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -5527085.500000 Penalty: 5295.879883
	Iteration 20F: 3 clusters Score -5527086 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -5527175.000000 Penalty: 5295.879883
	Iteration 21Q: 3 clusters Score -5527175 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -5527226.000000 Penalty: 5295.879883
	Iteration 22Q: 3 clusters Score -5527226 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -5527275.500000 Penalty: 5295.879883
	Iteration 23Q: 3 clusters Score -5527276 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -5527342.000000 Penalty: 5295.879883
	Iteration 24Q: 3 clusters Score -5527342 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -5527395.000000 Penalty: 5295.879883
	Iteration 25Q: 3 clusters Score -5527395 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -5527481.000000 Penalty: 5295.879883
	Iteration 26Q: 3 clusters Score -5527481 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -5527536.500000 Penalty: 5295.879883
	Iteration 27Q: 3 clusters Score -5527536 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -5527635.000000 Penalty: 5295.879883
	Iteration 28Q: 3 clusters Score -5527635 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -5527708.000000 Penalty: 5295.879883
	Iteration 29Q: 3 clusters Score -5527708 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -5527771.000000 Penalty: 5295.879883
	Iteration 30Q: 3 clusters Score -5527771 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -5527812.500000 Penalty: 5295.879883
	Iteration 31Q: 3 clusters Score -5527812 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -5527855.000000 Penalty: 5295.879883
	Iteration 32Q: 3 clusters Score -5527855 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -5527889.500000 Penalty: 5295.879883
	Iteration 33Q: 3 clusters Score -5527890 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -5527981.000000 Penalty: 5295.879883
	Iteration 34Q: 3 clusters Score -5527981 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -5528089.000000 Penalty: 5295.879883
	Iteration 35Q: 3 clusters Score -5528089 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -5528186.000000 Penalty: 5295.879883
	Iteration 36Q: 3 clusters Score -5528186 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -5528314.000000 Penalty: 5295.879883
	Iteration 37Q: 3 clusters Score -5528314 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -5528434.000000 Penalty: 5295.879883
	Iteration 38Q: 3 clusters Score -5528434 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -5528568.000000 Penalty: 5295.879883
	Iteration 39Q: 3 clusters Score -5528568 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -5528693.500000 Penalty: 5295.879883
	Iteration 40F: 3 clusters Score -5528694 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -5528859.000000 Penalty: 5295.879883
	Iteration 41Q: 3 clusters Score -5528859 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -5528965.500000 Penalty: 5295.879883
	Iteration 42Q: 3 clusters Score -5528966 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -5529108.000000 Penalty: 5295.879883
	Iteration 43Q: 3 clusters Score -5529108 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -5529263.500000 Penalty: 5295.879883
	Iteration 44Q: 3 clusters Score -5529264 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -5529440.500000 Penalty: 5295.879883
	Iteration 45Q: 3 clusters Score -5529440 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -5529601.500000 Penalty: 5295.879883
	Iteration 46Q: 3 clusters Score -5529602 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -5529733.000000 Penalty: 5295.879883
	Iteration 47Q: 3 clusters Score -5529733 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -5529872.500000 Penalty: 5295.879883
	Iteration 48Q: 3 clusters Score -5529872 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -5529997.500000 Penalty: 5295.879883
	Iteration 49Q: 3 clusters Score -5529998 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -5530117.500000 Penalty: 5295.879883
	Iteration 50Q: 3 clusters Score -5530118 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -5530196.000000 Penalty: 5295.879883
	Iteration 51Q: 3 clusters Score -5530196 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -5530296.500000 Penalty: 5295.879883
	Iteration 52Q: 3 clusters Score -5530296 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -5530353.000000 Penalty: 5295.879883
	Iteration 53Q: 3 clusters Score -5530353 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -5530430.000000 Penalty: 5295.879883
	Iteration 54Q: 3 clusters Score -5530430 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -5530457.500000 Penalty: 5295.879883
	Iteration 55Q: 3 clusters Score -5530458 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -5530487.500000 Penalty: 5295.879883
	Iteration 56Q: 3 clusters Score -5530488 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -5530534.000000 Penalty: 5295.879883
	Iteration 57Q: 3 clusters Score -5530534 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -5530569.000000 Penalty: 5295.879883
	Iteration 58Q: 3 clusters Score -5530569 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -5530599.000000 Penalty: 5295.879883
	Iteration 59Q: 3 clusters Score -5530599 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -5530609.000000 Penalty: 5295.879883
	Iteration 60F: 3 clusters Score -5530609 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5530623.000000 Penalty: 5295.879883
	Iteration 61Q: 3 clusters Score -5530623 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5530629.500000 Penalty: 5295.879883
	Iteration 62Q: 3 clusters Score -5530630 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -5530647.500000 Penalty: 5295.879883
	Iteration 63Q: 3 clusters Score -5530648 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5530682.000000 Penalty: 5295.879883
	Iteration 64Q: 3 clusters Score -5530682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5530699.000000 Penalty: 5295.879883
	Iteration 65Q: 3 clusters Score -5530699 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -5530700.000000 Penalty: 5295.879883
	Iteration 66Q: 3 clusters Score -5530700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5530707.500000 Penalty: 5295.879883
	Iteration 67Q: 3 clusters Score -5530708 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5530711.000000 Penalty: 5295.879883
	Iteration 68Q: 3 clusters Score -5530711 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5530716.000000 Penalty: 5295.879883
	Iteration 69Q: 3 clusters Score -5530716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5530722.500000 Penalty: 5295.879883
	Iteration 70Q: 3 clusters Score -5530722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -5530731.500000 Penalty: 5295.879883
	Iteration 71Q: 3 clusters Score -5530732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5530739.500000 Penalty: 5295.879883
	Iteration 72Q: 3 clusters Score -5530740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5530747.500000 Penalty: 5295.879883
	Iteration 73Q: 3 clusters Score -5530748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5530740.000000 Penalty: 5295.879883
	Iteration 74Q: 3 clusters Score -5530740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5530742.000000 Penalty: 5295.879883
	Iteration 75Q: 3 clusters Score -5530742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5530751.500000 Penalty: 5295.879883
	Iteration 76Q: 3 clusters Score -5530752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5530755.000000 Penalty: 5295.879883
	Iteration 77Q: 3 clusters Score -5530755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5530754.500000 Penalty: 5295.879883
	Iteration 78Q: 3 clusters Score -5530754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5530754.500000 Penalty: 5295.879883
	Iteration 79Q: 3 clusters Score -5530754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5530759.000000 Penalty: 5295.879883
	Iteration 80F: 3 clusters Score -5530759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5530763.000000 Penalty: 5295.879883
	Iteration 81Q: 3 clusters Score -5530763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5530758.000000 Penalty: 5295.879883
	Iteration 82Q: 3 clusters Score -5530758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5530764.500000 Penalty: 5295.879883
	Iteration 83Q: 3 clusters Score -5530764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5530768.000000 Penalty: 5295.879883
	Iteration 84Q: 3 clusters Score -5530768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5530766.000000 Penalty: 5295.879883
	Iteration 85Q: 3 clusters Score -5530766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5530766.000000 Penalty: 5295.879883
	Iteration 86F: 3 clusters Score -5530766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -31270.884766 Penalty: 1398.312012
	Iteration 0F: 2 clusters Score -31270.88 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 156 members 
Entering Unmasked Estep 
Score: -29998.369141 Penalty: 2796.624023
	Iteration 0F: 3 clusters Score -29998.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30082.228516 Penalty: 2796.624023
	Iteration 1F: 3 clusters Score -30082.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30126.035156 Penalty: 2796.624023
	Iteration 2Q: 3 clusters Score -30126.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30148.427734 Penalty: 2796.624023
	Iteration 3Q: 3 clusters Score -30148.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30152.597656 Penalty: 2796.624023
	Iteration 4Q: 3 clusters Score -30152.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30156.873047 Penalty: 2796.624023
	Iteration 5Q: 3 clusters Score -30156.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30167.617188 Penalty: 2796.624023
	Iteration 6Q: 3 clusters Score -30167.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30167.617188 Penalty: 2796.624023
	Iteration 7F: 3 clusters Score -30167.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95953 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33112 members 
Mstep: Class 6 contains 36040 members 
Mstep: Class 7 contains 25205 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172323 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278508 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178098 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49907 members 
Mstep: Class 20 contains 43355 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294832.000000 Penalty: 71765.531250
Iteration 399Q: 22 clusters Score -1.192948e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95956 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33113 members 
Mstep: Class 6 contains 36040 members 
Mstep: Class 7 contains 25205 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172313 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278508 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178106 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49907 members 
Mstep: Class 20 contains 43353 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294864.000000 Penalty: 71765.531250
Iteration 400F: 22 clusters Score -1.192949e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95956 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33115 members 
Mstep: Class 6 contains 36040 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172311 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278511 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178104 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49908 members 
Mstep: Class 20 contains 43352 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294872.000000 Penalty: 71765.531250
Iteration 401Q: 22 clusters Score -1.192949e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95953 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36042 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172304 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278513 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178111 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49908 members 
Mstep: Class 20 contains 43352 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294800.000000 Penalty: 71765.531250
Iteration 402Q: 22 clusters Score -1.192948e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95955 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30300 members 
Mstep: Class 5 contains 33113 members 
Mstep: Class 6 contains 36044 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172299 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278523 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178107 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49907 members 
Mstep: Class 20 contains 43348 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294856.000000 Penalty: 71765.531250
Iteration 403Q: 22 clusters Score -1.192949e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95952 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30301 members 
Mstep: Class 5 contains 33113 members 
Mstep: Class 6 contains 36044 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172297 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278528 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178108 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49908 members 
Mstep: Class 20 contains 43345 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294816.000000 Penalty: 71765.531250
Iteration 404Q: 22 clusters Score -1.192948e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95944 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30300 members 
Mstep: Class 5 contains 33112 members 
Mstep: Class 6 contains 36044 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172292 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278534 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178120 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49908 members 
Mstep: Class 20 contains 43342 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294808.000000 Penalty: 71765.531250
Iteration 405Q: 22 clusters Score -1.192948e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95943 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30298 members 
Mstep: Class 5 contains 33112 members 
Mstep: Class 6 contains 36044 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172287 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278533 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178130 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49908 members 
Mstep: Class 20 contains 43341 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294808.000000 Penalty: 71765.531250
Iteration 406Q: 22 clusters Score -1.192948e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95938 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33111 members 
Mstep: Class 6 contains 36044 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172285 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278540 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178131 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49908 members 
Mstep: Class 20 contains 43340 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294840.000000 Penalty: 71765.531250
Iteration 407Q: 22 clusters Score -1.192948e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95931 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30299 members 
Mstep: Class 5 contains 33111 members 
Mstep: Class 6 contains 36046 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172287 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278539 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178135 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49908 members 
Mstep: Class 20 contains 43340 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294808.000000 Penalty: 71765.531250
Iteration 408Q: 22 clusters Score -1.192948e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95924 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30300 members 
Mstep: Class 5 contains 33110 members 
Mstep: Class 6 contains 36046 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172288 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278540 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178141 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49908 members 
Mstep: Class 20 contains 43339 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294784.000000 Penalty: 71765.531250
Iteration 409Q: 22 clusters Score -1.192948e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95922 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30300 members 
Mstep: Class 5 contains 33110 members 
Mstep: Class 6 contains 36046 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172282 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278545 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178145 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49908 members 
Mstep: Class 20 contains 43338 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294816.000000 Penalty: 71765.531250
Iteration 410Q: 22 clusters Score -1.192948e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95919 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30300 members 
Mstep: Class 5 contains 33110 members 
Mstep: Class 6 contains 36046 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172284 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278544 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178149 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49907 members 
Mstep: Class 20 contains 43337 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294784.000000 Penalty: 71765.531250
Iteration 411Q: 22 clusters Score -1.192948e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95914 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30300 members 
Mstep: Class 5 contains 33111 members 
Mstep: Class 6 contains 36046 members 
Mstep: Class 7 contains 25203 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172285 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278543 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178154 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49907 members 
Mstep: Class 20 contains 43337 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294752.000000 Penalty: 71765.531250
Iteration 412Q: 22 clusters Score -1.192948e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95909 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30300 members 
Mstep: Class 5 contains 33111 members 
Mstep: Class 6 contains 36046 members 
Mstep: Class 7 contains 25203 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172284 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278548 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178157 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49905 members 
Mstep: Class 20 contains 43337 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294784.000000 Penalty: 71765.531250
Iteration 413Q: 22 clusters Score -1.192948e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95910 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30301 members 
Mstep: Class 5 contains 33111 members 
Mstep: Class 6 contains 36046 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172281 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278548 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178159 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49904 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294736.000000 Penalty: 71765.531250
Iteration 414Q: 22 clusters Score -1.192947e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 95909 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30302 members 
Mstep: Class 5 contains 33111 members 
Mstep: Class 6 contains 36046 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172280 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278548 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178162 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49903 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294736.000000 Penalty: 71765.531250
Iteration 415Q: 22 clusters Score -1.192947e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 95905 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30304 members 
Mstep: Class 5 contains 33113 members 
Mstep: Class 6 contains 36046 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172282 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278548 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178162 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49902 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294744.000000 Penalty: 71765.531250
Iteration 416Q: 22 clusters Score -1.192947e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 95902 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30308 members 
Mstep: Class 5 contains 33113 members 
Mstep: Class 6 contains 36047 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172278 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278547 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178163 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49902 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294776.000000 Penalty: 71765.531250
Iteration 417Q: 22 clusters Score -1.192948e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 95898 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30308 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36048 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172279 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278547 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178165 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49901 members 
Mstep: Class 20 contains 43335 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294768.000000 Penalty: 71765.531250
Iteration 418Q: 22 clusters Score -1.192948e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 95897 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30307 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36049 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172281 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278548 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178166 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49901 members 
Mstep: Class 20 contains 43332 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294816.000000 Penalty: 71765.531250
Iteration 419Q: 22 clusters Score -1.192948e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 95898 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30306 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36049 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172276 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278546 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178172 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49901 members 
Mstep: Class 20 contains 43333 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294760.000000 Penalty: 71765.531250
Iteration 420F: 22 clusters Score -1.192948e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 95897 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30306 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36049 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172274 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278542 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178176 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49901 members 
Mstep: Class 20 contains 43335 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294840.000000 Penalty: 71765.531250
Iteration 421Q: 22 clusters Score -1.192948e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 95898 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30306 members 
Mstep: Class 5 contains 33113 members 
Mstep: Class 6 contains 36049 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172277 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278538 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178178 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49901 members 
Mstep: Class 20 contains 43334 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294816.000000 Penalty: 71765.531250
Iteration 422Q: 22 clusters Score -1.192948e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 95896 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30306 members 
Mstep: Class 5 contains 33112 members 
Mstep: Class 6 contains 36049 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172276 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278538 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178183 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49900 members 
Mstep: Class 20 contains 43334 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294840.000000 Penalty: 71765.531250
Iteration 423Q: 22 clusters Score -1.192948e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 95893 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33112 members 
Mstep: Class 6 contains 36049 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172277 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278538 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178187 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49900 members 
Mstep: Class 20 contains 43333 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294832.000000 Penalty: 71765.531250
Iteration 424Q: 22 clusters Score -1.192948e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 95889 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30304 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36049 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172276 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278538 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178192 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49900 members 
Mstep: Class 20 contains 43332 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294808.000000 Penalty: 71765.531250
Iteration 425Q: 22 clusters Score -1.192948e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 95884 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30304 members 
Mstep: Class 5 contains 33113 members 
Mstep: Class 6 contains 36049 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172279 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278537 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178196 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49900 members 
Mstep: Class 20 contains 43332 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294792.000000 Penalty: 71765.531250
Iteration 426Q: 22 clusters Score -1.192948e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 95881 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33112 members 
Mstep: Class 6 contains 36049 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172279 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278537 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178199 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49900 members 
Mstep: Class 20 contains 43332 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294760.000000 Penalty: 71765.531250
Iteration 427Q: 22 clusters Score -1.192948e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 95879 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33112 members 
Mstep: Class 6 contains 36049 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172281 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278534 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178201 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49900 members 
Mstep: Class 20 contains 43333 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294736.000000 Penalty: 71765.531250
Iteration 428Q: 22 clusters Score -1.192947e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 95876 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33112 members 
Mstep: Class 6 contains 36049 members 
Mstep: Class 7 contains 25204 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172283 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278530 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178204 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49901 members 
Mstep: Class 20 contains 43334 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294760.000000 Penalty: 71765.531250
Iteration 429Q: 22 clusters Score -1.192948e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 95875 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33113 members 
Mstep: Class 6 contains 36050 members 
Mstep: Class 7 contains 25203 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172284 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278528 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178205 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49901 members 
Mstep: Class 20 contains 43334 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294824.000000 Penalty: 71765.531250
Iteration 430Q: 22 clusters Score -1.192948e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 95872 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33113 members 
Mstep: Class 6 contains 36052 members 
Mstep: Class 7 contains 25202 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172284 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278524 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178208 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49903 members 
Mstep: Class 20 contains 43334 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294816.000000 Penalty: 71765.531250
Iteration 431Q: 22 clusters Score -1.192948e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95869 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33114 members 
Mstep: Class 6 contains 36052 members 
Mstep: Class 7 contains 25202 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172289 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278520 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178207 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49904 members 
Mstep: Class 20 contains 43334 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294816.000000 Penalty: 71765.531250
Iteration 432Q: 22 clusters Score -1.192948e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95865 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33116 members 
Mstep: Class 6 contains 36052 members 
Mstep: Class 7 contains 25202 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172294 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278519 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178205 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49904 members 
Mstep: Class 20 contains 43334 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294760.000000 Penalty: 71765.531250
Iteration 433Q: 22 clusters Score -1.192948e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95864 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 36051 members 
Mstep: Class 7 contains 25202 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172292 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278520 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178206 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49904 members 
Mstep: Class 20 contains 43334 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294728.000000 Penalty: 71765.531250
Iteration 434Q: 22 clusters Score -1.192947e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95862 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33120 members 
Mstep: Class 6 contains 36051 members 
Mstep: Class 7 contains 25202 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172294 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278519 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178204 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49904 members 
Mstep: Class 20 contains 43335 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294736.000000 Penalty: 71765.531250
Iteration 435Q: 22 clusters Score -1.192947e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95861 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33120 members 
Mstep: Class 6 contains 36051 members 
Mstep: Class 7 contains 25202 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172291 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278523 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178203 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49904 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294704.000000 Penalty: 71765.531250
Iteration 436Q: 22 clusters Score -1.192947e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95858 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33121 members 
Mstep: Class 6 contains 36051 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172294 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278527 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178199 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49904 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294760.000000 Penalty: 71765.531250
Iteration 437Q: 22 clusters Score -1.192948e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95854 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30304 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36051 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172294 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278528 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178202 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49904 members 
Mstep: Class 20 contains 43335 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294744.000000 Penalty: 71765.531250
Iteration 438Q: 22 clusters Score -1.192947e+08 nChanged 10
Entering ConstructFrom: 
Score: -119294744.000000 Penalty: 71765.531250
Entering ConstructFrom: 
Trying to split cluster 1 (13591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Entering Unmasked Estep 
Score: -1622907.375000 Penalty: 2360.256592
	Iteration 0F: 2 clusters Score -1622907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1612998.750000 Penalty: 4720.513184
	Iteration 0F: 3 clusters Score -1612999 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1615957.875000 Penalty: 4720.513184
	Iteration 1F: 3 clusters Score -1615958 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1616487.750000 Penalty: 4720.513184
	Iteration 2F: 3 clusters Score -1616488 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1617141.500000 Penalty: 4720.513184
	Iteration 3F: 3 clusters Score -1617142 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1617936.375000 Penalty: 4720.513184
	Iteration 4F: 3 clusters Score -1617936 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1618913.625000 Penalty: 4720.513184
	Iteration 5F: 3 clusters Score -1618914 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1619855.375000 Penalty: 4720.513184
	Iteration 6F: 3 clusters Score -1619855 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1620506.125000 Penalty: 4720.513184
	Iteration 7F: 3 clusters Score -1620506 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1620824.250000 Penalty: 4720.513184
	Iteration 8Q: 3 clusters Score -1620824 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1620983.250000 Penalty: 4720.513184
	Iteration 9Q: 3 clusters Score -1620983 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1621061.500000 Penalty: 4720.513184
	Iteration 10Q: 3 clusters Score -1621062 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1621124.125000 Penalty: 4720.513184
	Iteration 11Q: 3 clusters Score -1621124 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1621161.500000 Penalty: 4720.513184
	Iteration 12Q: 3 clusters Score -1621162 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1621185.125000 Penalty: 4720.513184
	Iteration 13Q: 3 clusters Score -1621185 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1621204.250000 Penalty: 4720.513184
	Iteration 14Q: 3 clusters Score -1621204 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1621217.375000 Penalty: 4720.513184
	Iteration 15Q: 3 clusters Score -1621217 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1621239.250000 Penalty: 4720.513184
	Iteration 16Q: 3 clusters Score -1621239 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1621267.875000 Penalty: 4720.513184
	Iteration 17Q: 3 clusters Score -1621268 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1621297.375000 Penalty: 4720.513184
	Iteration 18Q: 3 clusters Score -1621297 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1621339.125000 Penalty: 4720.513184
	Iteration 19Q: 3 clusters Score -1621339 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1621381.375000 Penalty: 4720.513184
	Iteration 20F: 3 clusters Score -1621381 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1621422.125000 Penalty: 4720.513184
	Iteration 21Q: 3 clusters Score -1621422 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1621486.000000 Penalty: 4720.513184
	Iteration 22Q: 3 clusters Score -1621486 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1621561.000000 Penalty: 4720.513184
	Iteration 23Q: 3 clusters Score -1621561 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1621650.500000 Penalty: 4720.513184
	Iteration 24Q: 3 clusters Score -1621650 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1621744.750000 Penalty: 4720.513184
	Iteration 25Q: 3 clusters Score -1621745 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1621844.625000 Penalty: 4720.513184
	Iteration 26Q: 3 clusters Score -1621845 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1621938.500000 Penalty: 4720.513184
	Iteration 27Q: 3 clusters Score -1621938 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1622026.250000 Penalty: 4720.513184
	Iteration 28Q: 3 clusters Score -1622026 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1622100.125000 Penalty: 4720.513184
	Iteration 29Q: 3 clusters Score -1622100 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1622163.250000 Penalty: 4720.513184
	Iteration 30Q: 3 clusters Score -1622163 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1622219.375000 Penalty: 4720.513184
	Iteration 31Q: 3 clusters Score -1622219 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1622270.625000 Penalty: 4720.513184
	Iteration 32Q: 3 clusters Score -1622271 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1622308.125000 Penalty: 4720.513184
	Iteration 33Q: 3 clusters Score -1622308 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1622344.000000 Penalty: 4720.513184
	Iteration 34Q: 3 clusters Score -1622344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1622370.250000 Penalty: 4720.513184
	Iteration 35Q: 3 clusters Score -1622370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1622382.500000 Penalty: 4720.513184
	Iteration 36Q: 3 clusters Score -1622382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1622388.000000 Penalty: 4720.513184
	Iteration 37Q: 3 clusters Score -1622388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1622393.750000 Penalty: 4720.513184
	Iteration 38Q: 3 clusters Score -1622394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1622399.125000 Penalty: 4720.513184
	Iteration 39Q: 3 clusters Score -1622399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1622400.125000 Penalty: 4720.513184
	Iteration 40F: 3 clusters Score -1622400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1622401.125000 Penalty: 4720.513184
	Iteration 41Q: 3 clusters Score -1622401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1622399.250000 Penalty: 4720.513184
	Iteration 42Q: 3 clusters Score -1622399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1622399.875000 Penalty: 4720.513184
	Iteration 43Q: 3 clusters Score -1622400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1622399.875000 Penalty: 4720.513184
	Iteration 44F: 3 clusters Score -1622400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (95851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95851 members 
Entering Unmasked Estep 
Score: -12132353.000000 Penalty: 2844.696533
	Iteration 0F: 2 clusters Score -1.213235e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -12068277.000000 Penalty: 5689.393066
	Iteration 0F: 3 clusters Score -1.206828e+07 nChanged 45193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -12094325.000000 Penalty: 5689.393066
	Iteration 1F: 3 clusters Score -1.209432e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -12095807.000000 Penalty: 5689.393066
	Iteration 2Q: 3 clusters Score -1.209581e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -12097750.000000 Penalty: 5689.393066
	Iteration 3Q: 3 clusters Score -1.209775e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -12099869.000000 Penalty: 5689.393066
	Iteration 4Q: 3 clusters Score -1.209987e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -12102391.000000 Penalty: 5689.393066
	Iteration 5F: 3 clusters Score -1.210239e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -12105237.000000 Penalty: 5689.393066
	Iteration 6F: 3 clusters Score -1.210524e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 54909 members 
Entering Unmasked Estep 
Score: -12108424.000000 Penalty: 5689.393066
	Iteration 7F: 3 clusters Score -1.210842e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 56229 members 
Entering Unmasked Estep 
Score: -12111910.000000 Penalty: 5689.393066
	Iteration 8F: 3 clusters Score -1.211191e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -12115008.000000 Penalty: 5689.393066
	Iteration 9F: 3 clusters Score -1.211501e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -12117822.000000 Penalty: 5689.393066
	Iteration 10Q: 3 clusters Score -1.211782e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 60933 members 
Entering Unmasked Estep 
Score: -12119951.000000 Penalty: 5689.393066
	Iteration 11Q: 3 clusters Score -1.211995e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 62416 members 
Entering Unmasked Estep 
Score: -12121987.000000 Penalty: 5689.393066
	Iteration 12Q: 3 clusters Score -1.212199e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 63668 members 
Entering Unmasked Estep 
Score: -12123990.000000 Penalty: 5689.393066
	Iteration 13Q: 3 clusters Score -1.212399e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 64491 members 
Entering Unmasked Estep 
Score: -12125536.000000 Penalty: 5689.393066
	Iteration 14Q: 3 clusters Score -1.212554e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 64898 members 
Entering Unmasked Estep 
Score: -12126837.000000 Penalty: 5689.393066
	Iteration 15Q: 3 clusters Score -1.212684e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -12127847.000000 Penalty: 5689.393066
	Iteration 16Q: 3 clusters Score -1.212785e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
Score: -12128683.000000 Penalty: 5689.393066
	Iteration 17Q: 3 clusters Score -1.212868e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -12129447.000000 Penalty: 5689.393066
	Iteration 18Q: 3 clusters Score -1.212945e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
Score: -12129948.000000 Penalty: 5689.393066
	Iteration 19Q: 3 clusters Score -1.212995e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 62740 members 
Entering Unmasked Estep 
Score: -12130423.000000 Penalty: 5689.393066
	Iteration 20F: 3 clusters Score -1.213042e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 62071 members 
Entering Unmasked Estep 
Score: -12130834.000000 Penalty: 5689.393066
	Iteration 21Q: 3 clusters Score -1.213083e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -12131000.000000 Penalty: 5689.393066
	Iteration 22Q: 3 clusters Score -1.2131e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -12131116.000000 Penalty: 5689.393066
	Iteration 23Q: 3 clusters Score -1.213112e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 60542 members 
Entering Unmasked Estep 
Score: -12131161.000000 Penalty: 5689.393066
	Iteration 24Q: 3 clusters Score -1.213116e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 60204 members 
Entering Unmasked Estep 
Score: -12131193.000000 Penalty: 5689.393066
	Iteration 25Q: 3 clusters Score -1.213119e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 59905 members 
Entering Unmasked Estep 
Score: -12131186.000000 Penalty: 5689.393066
	Iteration 26Q: 3 clusters Score -1.213119e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 59624 members 
Entering Unmasked Estep 
Score: -12131195.000000 Penalty: 5689.393066
	Iteration 27Q: 3 clusters Score -1.21312e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -12131235.000000 Penalty: 5689.393066
	Iteration 28Q: 3 clusters Score -1.213124e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 59128 members 
Entering Unmasked Estep 
Score: -12131284.000000 Penalty: 5689.393066
	Iteration 29Q: 3 clusters Score -1.213128e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -12131286.000000 Penalty: 5689.393066
	Iteration 30Q: 3 clusters Score -1.213129e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
Score: -12131276.000000 Penalty: 5689.393066
	Iteration 31Q: 3 clusters Score -1.213128e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 58511 members 
Entering Unmasked Estep 
Score: -12131325.000000 Penalty: 5689.393066
	Iteration 32Q: 3 clusters Score -1.213132e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 58354 members 
Entering Unmasked Estep 
Score: -12131314.000000 Penalty: 5689.393066
	Iteration 33Q: 3 clusters Score -1.213131e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -12131314.000000 Penalty: 5689.393066
	Iteration 34Q: 3 clusters Score -1.213131e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -12131335.000000 Penalty: 5689.393066
	Iteration 35Q: 3 clusters Score -1.213134e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 57993 members 
Entering Unmasked Estep 
Score: -12131346.000000 Penalty: 5689.393066
	Iteration 36Q: 3 clusters Score -1.213135e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -12131354.000000 Penalty: 5689.393066
	Iteration 37Q: 3 clusters Score -1.213135e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -12131338.000000 Penalty: 5689.393066
	Iteration 38Q: 3 clusters Score -1.213134e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -12131325.000000 Penalty: 5689.393066
	Iteration 39Q: 3 clusters Score -1.213132e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -12131315.000000 Penalty: 5689.393066
	Iteration 40F: 3 clusters Score -1.213132e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 57661 members 
Entering Unmasked Estep 
Score: -12131318.000000 Penalty: 5689.393066
	Iteration 41Q: 3 clusters Score -1.213132e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 57607 members 
Entering Unmasked Estep 
Score: -12131314.000000 Penalty: 5689.393066
	Iteration 42Q: 3 clusters Score -1.213131e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -12131319.000000 Penalty: 5689.393066
	Iteration 43Q: 3 clusters Score -1.213132e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -12131298.000000 Penalty: 5689.393066
	Iteration 44Q: 3 clusters Score -1.21313e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -12131294.000000 Penalty: 5689.393066
	Iteration 45Q: 3 clusters Score -1.213129e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -12131284.000000 Penalty: 5689.393066
	Iteration 46Q: 3 clusters Score -1.213128e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -12131272.000000 Penalty: 5689.393066
	Iteration 47Q: 3 clusters Score -1.213127e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -12131276.000000 Penalty: 5689.393066
	Iteration 48Q: 3 clusters Score -1.213128e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 57264 members 
Entering Unmasked Estep 
Score: -12131295.000000 Penalty: 5689.393066
	Iteration 49Q: 3 clusters Score -1.21313e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -12131304.000000 Penalty: 5689.393066
	Iteration 50Q: 3 clusters Score -1.21313e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
Score: -12131292.000000 Penalty: 5689.393066
	Iteration 51Q: 3 clusters Score -1.213129e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -12131290.000000 Penalty: 5689.393066
	Iteration 52Q: 3 clusters Score -1.213129e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -12131280.000000 Penalty: 5689.393066
	Iteration 53Q: 3 clusters Score -1.213128e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 57158 members 
Entering Unmasked Estep 
Score: -12131286.000000 Penalty: 5689.393066
	Iteration 54Q: 3 clusters Score -1.213129e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -12131294.000000 Penalty: 5689.393066
	Iteration 55Q: 3 clusters Score -1.213129e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -12131292.000000 Penalty: 5689.393066
	Iteration 56Q: 3 clusters Score -1.213129e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 57088 members 
Entering Unmasked Estep 
Score: -12131293.000000 Penalty: 5689.393066
	Iteration 57Q: 3 clusters Score -1.213129e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -12131282.000000 Penalty: 5689.393066
	Iteration 58Q: 3 clusters Score -1.213128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -12131290.000000 Penalty: 5689.393066
	Iteration 59Q: 3 clusters Score -1.213129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 57053 members 
Entering Unmasked Estep 
Score: -12131283.000000 Penalty: 5689.393066
	Iteration 60F: 3 clusters Score -1.213128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 57047 members 
Entering Unmasked Estep 
Score: -12131291.000000 Penalty: 5689.393066
	Iteration 61Q: 3 clusters Score -1.213129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -12131287.000000 Penalty: 5689.393066
	Iteration 62Q: 3 clusters Score -1.213129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -12131295.000000 Penalty: 5689.393066
	Iteration 63Q: 3 clusters Score -1.21313e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -12131287.000000 Penalty: 5689.393066
	Iteration 64Q: 3 clusters Score -1.213129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -12131303.000000 Penalty: 5689.393066
	Iteration 65Q: 3 clusters Score -1.21313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -12131319.000000 Penalty: 5689.393066
	Iteration 66Q: 3 clusters Score -1.213132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -12131322.000000 Penalty: 5689.393066
	Iteration 67Q: 3 clusters Score -1.213132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -12131313.000000 Penalty: 5689.393066
	Iteration 68Q: 3 clusters Score -1.213131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -12131312.000000 Penalty: 5689.393066
	Iteration 69Q: 3 clusters Score -1.213131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 56963 members 
Entering Unmasked Estep 
Score: -12131311.000000 Penalty: 5689.393066
	Iteration 70Q: 3 clusters Score -1.213131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 56954 members 
Entering Unmasked Estep 
Score: -12131312.000000 Penalty: 5689.393066
	Iteration 71Q: 3 clusters Score -1.213131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -12131308.000000 Penalty: 5689.393066
	Iteration 72Q: 3 clusters Score -1.213131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -12131313.000000 Penalty: 5689.393066
	Iteration 73Q: 3 clusters Score -1.213131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 56938 members 
Entering Unmasked Estep 
Score: -12131307.000000 Penalty: 5689.393066
	Iteration 74Q: 3 clusters Score -1.213131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 56929 members 
Entering Unmasked Estep 
Score: -12131313.000000 Penalty: 5689.393066
	Iteration 75Q: 3 clusters Score -1.213131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -12131324.000000 Penalty: 5689.393066
	Iteration 76Q: 3 clusters Score -1.213132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -12131322.000000 Penalty: 5689.393066
	Iteration 77Q: 3 clusters Score -1.213132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -12131322.000000 Penalty: 5689.393066
	Iteration 78F: 3 clusters Score -1.213132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -255761.546875 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -255761.5 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 1064 members 
Entering Unmasked Estep 
Score: -253030.781250 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -253030.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -253558.546875 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -253558.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -253769.500000 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -253769.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -253934.234375 Penalty: 3803.606201
	Iteration 3F: 3 clusters Score -253934.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -254063.968750 Penalty: 3803.606201
	Iteration 4Q: 3 clusters Score -254064 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -254157.718750 Penalty: 3803.606201
	Iteration 5Q: 3 clusters Score -254157.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -254234.281250 Penalty: 3803.606201
	Iteration 6Q: 3 clusters Score -254234.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -254297.734375 Penalty: 3803.606201
	Iteration 7Q: 3 clusters Score -254297.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -254360.218750 Penalty: 3803.606201
	Iteration 8Q: 3 clusters Score -254360.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -254441.921875 Penalty: 3803.606201
	Iteration 9Q: 3 clusters Score -254441.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -254539.171875 Penalty: 3803.606201
	Iteration 10Q: 3 clusters Score -254539.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -254634.015625 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -254634 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -254713.437500 Penalty: 3803.606201
	Iteration 12Q: 3 clusters Score -254713.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -254772.546875 Penalty: 3803.606201
	Iteration 13Q: 3 clusters Score -254772.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -254818.203125 Penalty: 3803.606201
	Iteration 14Q: 3 clusters Score -254818.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -254863.468750 Penalty: 3803.606201
	Iteration 15Q: 3 clusters Score -254863.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -254892.390625 Penalty: 3803.606201
	Iteration 16Q: 3 clusters Score -254892.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -254917.203125 Penalty: 3803.606201
	Iteration 17Q: 3 clusters Score -254917.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -254941.515625 Penalty: 3803.606201
	Iteration 18Q: 3 clusters Score -254941.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -254950.703125 Penalty: 3803.606201
	Iteration 19Q: 3 clusters Score -254950.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -254954.781250 Penalty: 3803.606201
	Iteration 20F: 3 clusters Score -254954.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -254956.593750 Penalty: 3803.606201
	Iteration 21Q: 3 clusters Score -254956.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -254957.390625 Penalty: 3803.606201
	Iteration 22Q: 3 clusters Score -254957.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -254958.000000 Penalty: 3803.606201
	Iteration 23Q: 3 clusters Score -254958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -254958.000000 Penalty: 3803.606201
	Iteration 24F: 3 clusters Score -254958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Entering Unmasked Estep 
Score: -3866760.750000 Penalty: 2559.128906
	Iteration 0F: 2 clusters Score -3866761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -3846011.750000 Penalty: 5118.257812
	Iteration 0F: 3 clusters Score -3846012 nChanged 13718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3853283.500000 Penalty: 5118.257812
	Iteration 1F: 3 clusters Score -3853284 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3853709.000000 Penalty: 5118.257812
	Iteration 2Q: 3 clusters Score -3853709 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3854099.000000 Penalty: 5118.257812
	Iteration 3Q: 3 clusters Score -3854099 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -3854534.750000 Penalty: 5118.257812
	Iteration 4Q: 3 clusters Score -3854535 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3855066.000000 Penalty: 5118.257812
	Iteration 5Q: 3 clusters Score -3855066 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -3855839.000000 Penalty: 5118.257812
	Iteration 6Q: 3 clusters Score -3855839 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -3856968.000000 Penalty: 5118.257812
	Iteration 7F: 3 clusters Score -3856968 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -3858486.750000 Penalty: 5118.257812
	Iteration 8F: 3 clusters Score -3858487 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -3860250.500000 Penalty: 5118.257812
	Iteration 9F: 3 clusters Score -3860250 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3861887.750000 Penalty: 5118.257812
	Iteration 10F: 3 clusters Score -3861888 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3863086.000000 Penalty: 5118.257812
	Iteration 11Q: 3 clusters Score -3863086 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3863747.500000 Penalty: 5118.257812
	Iteration 12Q: 3 clusters Score -3863748 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3864094.500000 Penalty: 5118.257812
	Iteration 13Q: 3 clusters Score -3864094 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3864274.500000 Penalty: 5118.257812
	Iteration 14Q: 3 clusters Score -3864274 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3864360.500000 Penalty: 5118.257812
	Iteration 15Q: 3 clusters Score -3864360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3864423.250000 Penalty: 5118.257812
	Iteration 16Q: 3 clusters Score -3864423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3864436.500000 Penalty: 5118.257812
	Iteration 17Q: 3 clusters Score -3864436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3864471.000000 Penalty: 5118.257812
	Iteration 18Q: 3 clusters Score -3864471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3864491.000000 Penalty: 5118.257812
	Iteration 19Q: 3 clusters Score -3864491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3864513.000000 Penalty: 5118.257812
	Iteration 20F: 3 clusters Score -3864513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3864522.500000 Penalty: 5118.257812
	Iteration 21Q: 3 clusters Score -3864522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3864529.500000 Penalty: 5118.257812
	Iteration 22Q: 3 clusters Score -3864530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3864534.750000 Penalty: 5118.257812
	Iteration 23Q: 3 clusters Score -3864535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3864540.500000 Penalty: 5118.257812
	Iteration 24Q: 3 clusters Score -3864540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3864540.250000 Penalty: 5118.257812
	Iteration 25Q: 3 clusters Score -3864540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3864543.500000 Penalty: 5118.257812
	Iteration 26Q: 3 clusters Score -3864544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3864543.500000 Penalty: 5118.257812
	Iteration 27F: 3 clusters Score -3864544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Entering Unmasked Estep 
Score: -4225376.000000 Penalty: 2581.179688
	Iteration 0F: 2 clusters Score -4225376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -4202771.000000 Penalty: 5162.359375
	Iteration 0F: 3 clusters Score -4202771 nChanged 15027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -4210958.000000 Penalty: 5162.359375
	Iteration 1F: 3 clusters Score -4210958 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -4211484.500000 Penalty: 5162.359375
	Iteration 2Q: 3 clusters Score -4211484 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -4212030.000000 Penalty: 5162.359375
	Iteration 3Q: 3 clusters Score -4212030 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -4212615.000000 Penalty: 5162.359375
	Iteration 4Q: 3 clusters Score -4212615 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -4213326.000000 Penalty: 5162.359375
	Iteration 5Q: 3 clusters Score -4213326 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -4214147.000000 Penalty: 5162.359375
	Iteration 6Q: 3 clusters Score -4214147 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -4215206.500000 Penalty: 5162.359375
	Iteration 7Q: 3 clusters Score -4215206 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -4216353.000000 Penalty: 5162.359375
	Iteration 8F: 3 clusters Score -4216353 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -4217525.500000 Penalty: 5162.359375
	Iteration 9Q: 3 clusters Score -4217526 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -4218610.000000 Penalty: 5162.359375
	Iteration 10Q: 3 clusters Score -4218610 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -4219563.000000 Penalty: 5162.359375
	Iteration 11Q: 3 clusters Score -4219563 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -4220268.000000 Penalty: 5162.359375
	Iteration 12Q: 3 clusters Score -4220268 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -4220847.000000 Penalty: 5162.359375
	Iteration 13Q: 3 clusters Score -4220847 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -4221368.500000 Penalty: 5162.359375
	Iteration 14Q: 3 clusters Score -4221368 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -4221773.500000 Penalty: 5162.359375
	Iteration 15Q: 3 clusters Score -4221774 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -4222082.500000 Penalty: 5162.359375
	Iteration 16Q: 3 clusters Score -4222082 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -4222326.000000 Penalty: 5162.359375
	Iteration 17Q: 3 clusters Score -4222326 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -4222496.500000 Penalty: 5162.359375
	Iteration 18Q: 3 clusters Score -4222496 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -4222615.000000 Penalty: 5162.359375
	Iteration 19Q: 3 clusters Score -4222615 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -4222714.500000 Penalty: 5162.359375
	Iteration 20F: 3 clusters Score -4222714 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -4222818.500000 Penalty: 5162.359375
	Iteration 21Q: 3 clusters Score -4222818 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -4222882.500000 Penalty: 5162.359375
	Iteration 22Q: 3 clusters Score -4222882 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -4222936.500000 Penalty: 5162.359375
	Iteration 23Q: 3 clusters Score -4222936 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -4222981.000000 Penalty: 5162.359375
	Iteration 24Q: 3 clusters Score -4222981 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -4223023.000000 Penalty: 5162.359375
	Iteration 25Q: 3 clusters Score -4223023 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -4223052.000000 Penalty: 5162.359375
	Iteration 26Q: 3 clusters Score -4223052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -4223073.500000 Penalty: 5162.359375
	Iteration 27Q: 3 clusters Score -4223074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -4223101.000000 Penalty: 5162.359375
	Iteration 28Q: 3 clusters Score -4223101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -4223116.500000 Penalty: 5162.359375
	Iteration 29Q: 3 clusters Score -4223116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -4223133.000000 Penalty: 5162.359375
	Iteration 30Q: 3 clusters Score -4223133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -4223151.000000 Penalty: 5162.359375
	Iteration 31Q: 3 clusters Score -4223151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -4223150.500000 Penalty: 5162.359375
	Iteration 32Q: 3 clusters Score -4223150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -4223157.500000 Penalty: 5162.359375
	Iteration 33Q: 3 clusters Score -4223158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -4223165.000000 Penalty: 5162.359375
	Iteration 34Q: 3 clusters Score -4223165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -4223162.000000 Penalty: 5162.359375
	Iteration 35Q: 3 clusters Score -4223162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -4223161.000000 Penalty: 5162.359375
	Iteration 36Q: 3 clusters Score -4223161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -4223160.000000 Penalty: 5162.359375
	Iteration 37Q: 3 clusters Score -4223160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -4223166.500000 Penalty: 5162.359375
	Iteration 38Q: 3 clusters Score -4223166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -4223169.500000 Penalty: 5162.359375
	Iteration 39Q: 3 clusters Score -4223170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -4223170.000000 Penalty: 5162.359375
	Iteration 40F: 3 clusters Score -4223170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -4223171.000000 Penalty: 5162.359375
	Iteration 41Q: 3 clusters Score -4223171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -4223174.500000 Penalty: 5162.359375
	Iteration 42Q: 3 clusters Score -4223174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -4223173.500000 Penalty: 5162.359375
	Iteration 43Q: 3 clusters Score -4223174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -4223175.000000 Penalty: 5162.359375
	Iteration 44Q: 3 clusters Score -4223175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -4223175.000000 Penalty: 5162.359375
	Iteration 45F: 3 clusters Score -4223175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Entering Unmasked Estep 
Score: -4599391.500000 Penalty: 2602.187256
	Iteration 0F: 2 clusters Score -4599392 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 18102 members 
Entering Unmasked Estep 
Score: -4574844.500000 Penalty: 5204.374512
	Iteration 0F: 3 clusters Score -4574844 nChanged 16365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -4583904.500000 Penalty: 5204.374512
	Iteration 1F: 3 clusters Score -4583904 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -4584304.000000 Penalty: 5204.374512
	Iteration 2Q: 3 clusters Score -4584304 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -4584630.500000 Penalty: 5204.374512
	Iteration 3Q: 3 clusters Score -4584630 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -4584917.000000 Penalty: 5204.374512
	Iteration 4Q: 3 clusters Score -4584917 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -4585263.500000 Penalty: 5204.374512
	Iteration 5Q: 3 clusters Score -4585264 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -4585691.000000 Penalty: 5204.374512
	Iteration 6Q: 3 clusters Score -4585691 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -4586360.000000 Penalty: 5204.374512
	Iteration 7Q: 3 clusters Score -4586360 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -4587356.500000 Penalty: 5204.374512
	Iteration 8F: 3 clusters Score -4587356 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -4588875.500000 Penalty: 5204.374512
	Iteration 9F: 3 clusters Score -4588876 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -4590974.000000 Penalty: 5204.374512
	Iteration 10F: 3 clusters Score -4590974 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -4593345.000000 Penalty: 5204.374512
	Iteration 11F: 3 clusters Score -4593345 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -4595210.000000 Penalty: 5204.374512
	Iteration 12F: 3 clusters Score -4595210 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -4596217.000000 Penalty: 5204.374512
	Iteration 13Q: 3 clusters Score -4596217 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -4596669.500000 Penalty: 5204.374512
	Iteration 14Q: 3 clusters Score -4596670 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -4596880.500000 Penalty: 5204.374512
	Iteration 15Q: 3 clusters Score -4596880 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -4597024.500000 Penalty: 5204.374512
	Iteration 16Q: 3 clusters Score -4597024 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -4597091.000000 Penalty: 5204.374512
	Iteration 17Q: 3 clusters Score -4597091 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -4597144.000000 Penalty: 5204.374512
	Iteration 18Q: 3 clusters Score -4597144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -4597184.000000 Penalty: 5204.374512
	Iteration 19Q: 3 clusters Score -4597184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -4597198.500000 Penalty: 5204.374512
	Iteration 20F: 3 clusters Score -4597198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -4597210.000000 Penalty: 5204.374512
	Iteration 21Q: 3 clusters Score -4597210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -4597227.500000 Penalty: 5204.374512
	Iteration 22Q: 3 clusters Score -4597228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -4597237.500000 Penalty: 5204.374512
	Iteration 23Q: 3 clusters Score -4597238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -4597244.500000 Penalty: 5204.374512
	Iteration 24Q: 3 clusters Score -4597244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -4597245.000000 Penalty: 5204.374512
	Iteration 25Q: 3 clusters Score -4597245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -4597245.000000 Penalty: 5204.374512
	Iteration 26Q: 3 clusters Score -4597245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -4597246.000000 Penalty: 5204.374512
	Iteration 27Q: 3 clusters Score -4597246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -4597250.500000 Penalty: 5204.374512
	Iteration 28Q: 3 clusters Score -4597250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -4597254.000000 Penalty: 5204.374512
	Iteration 29Q: 3 clusters Score -4597254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -4597255.500000 Penalty: 5204.374512
	Iteration 30Q: 3 clusters Score -4597256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -4597259.000000 Penalty: 5204.374512
	Iteration 31Q: 3 clusters Score -4597259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -4597260.500000 Penalty: 5204.374512
	Iteration 32Q: 3 clusters Score -4597260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -4597258.000000 Penalty: 5204.374512
	Iteration 33Q: 3 clusters Score -4597258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -4597258.000000 Penalty: 5204.374512
	Iteration 34F: 3 clusters Score -4597258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Entering Unmasked Estep 
Score: -3051489.250000 Penalty: 2513.390381
	Iteration 0F: 2 clusters Score -3051489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -3034016.750000 Penalty: 5026.780762
	Iteration 0F: 3 clusters Score -3034017 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -3039949.500000 Penalty: 5026.780762
	Iteration 1F: 3 clusters Score -3039950 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -3040373.250000 Penalty: 5026.780762
	Iteration 2Q: 3 clusters Score -3040373 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -3040796.000000 Penalty: 5026.780762
	Iteration 3Q: 3 clusters Score -3040796 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -3041208.750000 Penalty: 5026.780762
	Iteration 4Q: 3 clusters Score -3041209 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -3041646.000000 Penalty: 5026.780762
	Iteration 5Q: 3 clusters Score -3041646 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -3042211.500000 Penalty: 5026.780762
	Iteration 6Q: 3 clusters Score -3042212 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -3042900.750000 Penalty: 5026.780762
	Iteration 7Q: 3 clusters Score -3042901 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -3043789.000000 Penalty: 5026.780762
	Iteration 8Q: 3 clusters Score -3043789 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -3044921.000000 Penalty: 5026.780762
	Iteration 9Q: 3 clusters Score -3044921 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3046065.500000 Penalty: 5026.780762
	Iteration 10F: 3 clusters Score -3046066 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -3046968.250000 Penalty: 5026.780762
	Iteration 11Q: 3 clusters Score -3046968 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -3047711.750000 Penalty: 5026.780762
	Iteration 12Q: 3 clusters Score -3047712 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3048246.250000 Penalty: 5026.780762
	Iteration 13Q: 3 clusters Score -3048246 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -3048685.250000 Penalty: 5026.780762
	Iteration 14Q: 3 clusters Score -3048685 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3048985.750000 Penalty: 5026.780762
	Iteration 15Q: 3 clusters Score -3048986 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -3049174.000000 Penalty: 5026.780762
	Iteration 16Q: 3 clusters Score -3049174 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -3049302.750000 Penalty: 5026.780762
	Iteration 17Q: 3 clusters Score -3049303 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -3049370.500000 Penalty: 5026.780762
	Iteration 18Q: 3 clusters Score -3049370 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -3049419.500000 Penalty: 5026.780762
	Iteration 19Q: 3 clusters Score -3049420 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -3049448.250000 Penalty: 5026.780762
	Iteration 20F: 3 clusters Score -3049448 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -3049475.500000 Penalty: 5026.780762
	Iteration 21Q: 3 clusters Score -3049476 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -3049490.000000 Penalty: 5026.780762
	Iteration 22Q: 3 clusters Score -3049490 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -3049499.750000 Penalty: 5026.780762
	Iteration 23Q: 3 clusters Score -3049500 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3049511.250000 Penalty: 5026.780762
	Iteration 24Q: 3 clusters Score -3049511 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -3049511.250000 Penalty: 5026.780762
	Iteration 25Q: 3 clusters Score -3049511 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3049527.000000 Penalty: 5026.780762
	Iteration 26Q: 3 clusters Score -3049527 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -3049535.750000 Penalty: 5026.780762
	Iteration 27Q: 3 clusters Score -3049536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -3049525.500000 Penalty: 5026.780762
	Iteration 28Q: 3 clusters Score -3049526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -3049527.250000 Penalty: 5026.780762
	Iteration 29Q: 3 clusters Score -3049527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -3049536.750000 Penalty: 5026.780762
	Iteration 30Q: 3 clusters Score -3049537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3049539.500000 Penalty: 5026.780762
	Iteration 31Q: 3 clusters Score -3049540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -3049538.000000 Penalty: 5026.780762
	Iteration 32Q: 3 clusters Score -3049538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -3049542.250000 Penalty: 5026.780762
	Iteration 33Q: 3 clusters Score -3049542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -3049541.250000 Penalty: 5026.780762
	Iteration 34Q: 3 clusters Score -3049541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -3049546.500000 Penalty: 5026.780762
	Iteration 35Q: 3 clusters Score -3049546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -3049549.250000 Penalty: 5026.780762
	Iteration 36Q: 3 clusters Score -3049549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -3049557.750000 Penalty: 5026.780762
	Iteration 37Q: 3 clusters Score -3049558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3049553.500000 Penalty: 5026.780762
	Iteration 38Q: 3 clusters Score -3049554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -3049554.250000 Penalty: 5026.780762
	Iteration 39Q: 3 clusters Score -3049554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -3049557.500000 Penalty: 5026.780762
	Iteration 40F: 3 clusters Score -3049558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -3049558.250000 Penalty: 5026.780762
	Iteration 41Q: 3 clusters Score -3049558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -3049558.250000 Penalty: 5026.780762
	Iteration 42F: 3 clusters Score -3049558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -349504.375000 Penalty: 1977.598877
	Iteration 0F: 2 clusters Score -349504.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -346297.937500 Penalty: 3955.197754
	Iteration 0F: 3 clusters Score -346297.9 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -346987.843750 Penalty: 3955.197754
	Iteration 1F: 3 clusters Score -346987.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -347114.531250 Penalty: 3955.197754
	Iteration 2F: 3 clusters Score -347114.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -347175.062500 Penalty: 3955.197754
	Iteration 3Q: 3 clusters Score -347175.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -347213.062500 Penalty: 3955.197754
	Iteration 4Q: 3 clusters Score -347213.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -347252.687500 Penalty: 3955.197754
	Iteration 5Q: 3 clusters Score -347252.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -347284.187500 Penalty: 3955.197754
	Iteration 6Q: 3 clusters Score -347284.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -347316.406250 Penalty: 3955.197754
	Iteration 7Q: 3 clusters Score -347316.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -347346.281250 Penalty: 3955.197754
	Iteration 8Q: 3 clusters Score -347346.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -347372.343750 Penalty: 3955.197754
	Iteration 9Q: 3 clusters Score -347372.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -347401.781250 Penalty: 3955.197754
	Iteration 10Q: 3 clusters Score -347401.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -347444.375000 Penalty: 3955.197754
	Iteration 11Q: 3 clusters Score -347444.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -347483.937500 Penalty: 3955.197754
	Iteration 12Q: 3 clusters Score -347483.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -347530.312500 Penalty: 3955.197754
	Iteration 13Q: 3 clusters Score -347530.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -347584.906250 Penalty: 3955.197754
	Iteration 14Q: 3 clusters Score -347584.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -347650.093750 Penalty: 3955.197754
	Iteration 15Q: 3 clusters Score -347650.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -347721.468750 Penalty: 3955.197754
	Iteration 16Q: 3 clusters Score -347721.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -347829.125000 Penalty: 3955.197754
	Iteration 17Q: 3 clusters Score -347829.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -348007.312500 Penalty: 3955.197754
	Iteration 18Q: 3 clusters Score -348007.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -348293.031250 Penalty: 3955.197754
	Iteration 19F: 3 clusters Score -348293 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -348767.875000 Penalty: 3955.197754
	Iteration 20F: 3 clusters Score -348767.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -349511.312500 Penalty: 3955.197754
	Iteration 21F: 3 clusters Score -349511.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -350029.437500 Penalty: 3955.197754
	Iteration 22Q: 3 clusters Score -350029.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -350099.625000 Penalty: 3955.197754
	Iteration 23Q: 3 clusters Score -350099.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -350126.437500 Penalty: 3955.197754
	Iteration 24Q: 3 clusters Score -350126.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -350148.125000 Penalty: 3955.197754
	Iteration 25Q: 3 clusters Score -350148.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -350160.562500 Penalty: 3955.197754
	Iteration 26Q: 3 clusters Score -350160.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -350169.500000 Penalty: 3955.197754
	Iteration 27Q: 3 clusters Score -350169.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -350173.093750 Penalty: 3955.197754
	Iteration 28Q: 3 clusters Score -350173.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -350176.187500 Penalty: 3955.197754
	Iteration 29Q: 3 clusters Score -350176.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -350178.406250 Penalty: 3955.197754
	Iteration 30Q: 3 clusters Score -350178.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -350181.187500 Penalty: 3955.197754
	Iteration 31Q: 3 clusters Score -350181.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -350182.875000 Penalty: 3955.197754
	Iteration 32Q: 3 clusters Score -350182.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -350184.218750 Penalty: 3955.197754
	Iteration 33Q: 3 clusters Score -350184.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -350184.812500 Penalty: 3955.197754
	Iteration 34Q: 3 clusters Score -350184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -350185.312500 Penalty: 3955.197754
	Iteration 35Q: 3 clusters Score -350185.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -350185.000000 Penalty: 3955.197754
	Iteration 36Q: 3 clusters Score -350185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -350185.218750 Penalty: 3955.197754
	Iteration 37F: 3 clusters Score -350185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -350186.250000 Penalty: 3955.197754
	Iteration 38Q: 3 clusters Score -350186.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -350186.875000 Penalty: 3955.197754
	Iteration 39Q: 3 clusters Score -350186.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -350186.937500 Penalty: 3955.197754
	Iteration 40F: 3 clusters Score -350186.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95851 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36051 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172292 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278528 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178205 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49904 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 1318 members 
Entering Unmasked Estep 
Score: -119293992.000000 Penalty: 75182.937500
Splitting cluster 8 changes total score from -119294744.000000 to -119293992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -36908.902344 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -36908.9 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 202 members 
Entering Unmasked Estep 
Score: -35624.539062 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -35624.54 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36096.796875 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -36096.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36362.441406 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -36362.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36613.417969 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -36613.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36819.851562 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -36819.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36877.542969 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -36877.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -36903.343750 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -36903.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36946.292969 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -36946.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36959.542969 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -36959.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36962.699219 Penalty: 2986.427490
	Iteration 9Q: 3 clusters Score -36962.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36962.699219 Penalty: 2986.427490
	Iteration 10F: 3 clusters Score -36962.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95851 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36051 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 172292 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278528 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178205 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49904 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 143 members 
Entering Unmasked Estep 
Score: -119292904.000000 Penalty: 75182.937500
Splitting cluster 9 changes total score from -119294744.000000 to -119292904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (172292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172292 members 
Entering Unmasked Estep 
Score: -21779750.000000 Penalty: 2990.122559
	Iteration 0F: 2 clusters Score -2.177975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85830 members 
Mstep: Class 2 contains 86462 members 
Entering Unmasked Estep 
Score: -21664424.000000 Penalty: 5980.245117
	Iteration 0F: 3 clusters Score -2.166442e+07 nChanged 82695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80875 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -21713118.000000 Penalty: 5980.245117
	Iteration 1F: 3 clusters Score -2.171312e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77594 members 
Mstep: Class 2 contains 94698 members 
Entering Unmasked Estep 
Score: -21714196.000000 Penalty: 5980.245117
	Iteration 2Q: 3 clusters Score -2.17142e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72512 members 
Mstep: Class 2 contains 99780 members 
Entering Unmasked Estep 
Score: -21716340.000000 Penalty: 5980.245117
	Iteration 3Q: 3 clusters Score -2.171634e+07 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64851 members 
Mstep: Class 2 contains 107441 members 
Entering Unmasked Estep 
Score: -21720162.000000 Penalty: 5980.245117
	Iteration 4Q: 3 clusters Score -2.172016e+07 nChanged 11331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 118448 members 
Entering Unmasked Estep 
Score: -21727280.000000 Penalty: 5980.245117
	Iteration 5F: 3 clusters Score -2.172728e+07 nChanged 14567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 132799 members 
Entering Unmasked Estep 
Score: -21739218.000000 Penalty: 5980.245117
	Iteration 6F: 3 clusters Score -2.173922e+07 nChanged 15740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 148417 members 
Entering Unmasked Estep 
Score: -21754452.000000 Penalty: 5980.245117
	Iteration 7F: 3 clusters Score -2.175445e+07 nChanged 12488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 160829 members 
Entering Unmasked Estep 
Score: -21767364.000000 Penalty: 5980.245117
	Iteration 8F: 3 clusters Score -2.176736e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 167444 members 
Entering Unmasked Estep 
Score: -21773902.000000 Penalty: 5980.245117
	Iteration 9Q: 3 clusters Score -2.17739e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 169949 members 
Entering Unmasked Estep 
Score: -21775958.000000 Penalty: 5980.245117
	Iteration 10Q: 3 clusters Score -2.177596e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 170846 members 
Entering Unmasked Estep 
Score: -21776846.000000 Penalty: 5980.245117
	Iteration 11Q: 3 clusters Score -2.177685e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 171192 members 
Entering Unmasked Estep 
Score: -21777196.000000 Penalty: 5980.245117
	Iteration 12Q: 3 clusters Score -2.17772e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 171324 members 
Entering Unmasked Estep 
Score: -21777378.000000 Penalty: 5980.245117
	Iteration 13Q: 3 clusters Score -2.177738e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 171404 members 
Entering Unmasked Estep 
Score: -21777488.000000 Penalty: 5980.245117
	Iteration 14Q: 3 clusters Score -2.177749e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 171458 members 
Entering Unmasked Estep 
Score: -21777526.000000 Penalty: 5980.245117
	Iteration 15Q: 3 clusters Score -2.177753e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 171496 members 
Entering Unmasked Estep 
Score: -21777566.000000 Penalty: 5980.245117
	Iteration 16Q: 3 clusters Score -2.177757e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 171525 members 
Entering Unmasked Estep 
Score: -21777540.000000 Penalty: 5980.245117
	Iteration 17Q: 3 clusters Score -2.177754e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 171545 members 
Entering Unmasked Estep 
Score: -21777584.000000 Penalty: 5980.245117
	Iteration 18Q: 3 clusters Score -2.177758e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 171554 members 
Entering Unmasked Estep 
Score: -21777590.000000 Penalty: 5980.245117
	Iteration 19Q: 3 clusters Score -2.177759e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 171565 members 
Entering Unmasked Estep 
Score: -21777630.000000 Penalty: 5980.245117
	Iteration 20F: 3 clusters Score -2.177763e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 171566 members 
Entering Unmasked Estep 
Score: -21777694.000000 Penalty: 5980.245117
	Iteration 21Q: 3 clusters Score -2.177769e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 171571 members 
Entering Unmasked Estep 
Score: -21777702.000000 Penalty: 5980.245117
	Iteration 22Q: 3 clusters Score -2.17777e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 171577 members 
Entering Unmasked Estep 
Score: -21777712.000000 Penalty: 5980.245117
	Iteration 23Q: 3 clusters Score -2.177771e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 171595 members 
Entering Unmasked Estep 
Score: -21777752.000000 Penalty: 5980.245117
	Iteration 24Q: 3 clusters Score -2.177775e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 171603 members 
Entering Unmasked Estep 
Score: -21777742.000000 Penalty: 5980.245117
	Iteration 25Q: 3 clusters Score -2.177774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 171603 members 
Entering Unmasked Estep 
Score: -21777764.000000 Penalty: 5980.245117
	Iteration 26Q: 3 clusters Score -2.177776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 171605 members 
Entering Unmasked Estep 
Score: -21777766.000000 Penalty: 5980.245117
	Iteration 27Q: 3 clusters Score -2.177777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 171606 members 
Entering Unmasked Estep 
Score: -21777774.000000 Penalty: 5980.245117
	Iteration 28Q: 3 clusters Score -2.177777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 171605 members 
Entering Unmasked Estep 
Score: -21777762.000000 Penalty: 5980.245117
	Iteration 29Q: 3 clusters Score -2.177776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 171606 members 
Entering Unmasked Estep 
Score: -21777764.000000 Penalty: 5980.245117
	Iteration 30Q: 3 clusters Score -2.177776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 171606 members 
Entering Unmasked Estep 
Score: -21777770.000000 Penalty: 5980.245117
	Iteration 31F: 3 clusters Score -2.177777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 171604 members 
Entering Unmasked Estep 
Score: -21777784.000000 Penalty: 5980.245117
	Iteration 32Q: 3 clusters Score -2.177778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 171601 members 
Entering Unmasked Estep 
Score: -21777778.000000 Penalty: 5980.245117
	Iteration 33Q: 3 clusters Score -2.177778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 171601 members 
Entering Unmasked Estep 
Score: -21777782.000000 Penalty: 5980.245117
	Iteration 34Q: 3 clusters Score -2.177778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 171602 members 
Entering Unmasked Estep 
Score: -21777796.000000 Penalty: 5980.245117
	Iteration 35Q: 3 clusters Score -2.17778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 171603 members 
Entering Unmasked Estep 
Score: -21777796.000000 Penalty: 5980.245117
	Iteration 36Q: 3 clusters Score -2.17778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 171604 members 
Entering Unmasked Estep 
Score: -21777794.000000 Penalty: 5980.245117
	Iteration 37Q: 3 clusters Score -2.177779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 171604 members 
Entering Unmasked Estep 
Score: -21777792.000000 Penalty: 5980.245117
	Iteration 38Q: 3 clusters Score -2.177779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 171603 members 
Entering Unmasked Estep 
Score: -21777800.000000 Penalty: 5980.245117
	Iteration 39Q: 3 clusters Score -2.17778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 171609 members 
Entering Unmasked Estep 
Score: -21777810.000000 Penalty: 5980.245117
	Iteration 40F: 3 clusters Score -2.177781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 171610 members 
Entering Unmasked Estep 
Score: -21777820.000000 Penalty: 5980.245117
	Iteration 41Q: 3 clusters Score -2.177782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 171610 members 
Entering Unmasked Estep 
Score: -21777820.000000 Penalty: 5980.245117
	Iteration 42F: 3 clusters Score -2.177782e+07 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: -51310.429688 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -51310.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49854.539062 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -49854.54 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50678.140625 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -50678.14 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51002.355469 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -51002.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -51187.097656 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -51187.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -51351.292969 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -51351.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -51412.042969 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -51412.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -51469.894531 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -51469.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -51512.742188 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -51512.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -51521.796875 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -51521.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -51550.765625 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -51550.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -51578.351562 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -51578.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -51580.066406 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -51580.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -51586.746094 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -51586.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -51616.082031 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -51616.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -51674.144531 Penalty: 3099.987793
	Iteration 14Q: 3 clusters Score -51674.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -51694.558594 Penalty: 3099.987793
	Iteration 15Q: 3 clusters Score -51694.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -51772.105469 Penalty: 3099.987793
	Iteration 16Q: 3 clusters Score -51772.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -51781.246094 Penalty: 3099.987793
	Iteration 17Q: 3 clusters Score -51781.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -51781.246094 Penalty: 3099.987793
	Iteration 18F: 3 clusters Score -51781.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95851 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36051 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172292 members 
Mstep: Class 11 contains 139 members 
Mstep: Class 12 contains 278528 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178205 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49904 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 379 members 
Entering Unmasked Estep 
Score: -119293400.000000 Penalty: 75182.937500
Splitting cluster 11 changes total score from -119294744.000000 to -119293400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (278528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278528 members 
Entering Unmasked Estep 
Score: -34939936.000000 Penalty: 3109.243896
	Iteration 0F: 2 clusters Score -3.493994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139134 members 
Mstep: Class 2 contains 139394 members 
Entering Unmasked Estep 
Score: -34767280.000000 Penalty: 6218.487793
	Iteration 0F: 3 clusters Score -3.476728e+07 nChanged 134657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136795 members 
Mstep: Class 2 contains 141733 members 
Entering Unmasked Estep 
Score: -34846296.000000 Penalty: 6218.487793
	Iteration 1F: 3 clusters Score -3.48463e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135155 members 
Mstep: Class 2 contains 143373 members 
Entering Unmasked Estep 
Score: -34847216.000000 Penalty: 6218.487793
	Iteration 2Q: 3 clusters Score -3.484722e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132503 members 
Mstep: Class 2 contains 146025 members 
Entering Unmasked Estep 
Score: -34848192.000000 Penalty: 6218.487793
	Iteration 3Q: 3 clusters Score -3.484819e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128570 members 
Mstep: Class 2 contains 149958 members 
Entering Unmasked Estep 
Score: -34849996.000000 Penalty: 6218.487793
	Iteration 4Q: 3 clusters Score -3.485e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122650 members 
Mstep: Class 2 contains 155878 members 
Entering Unmasked Estep 
Score: -34852100.000000 Penalty: 6218.487793
	Iteration 5Q: 3 clusters Score -3.48521e+07 nChanged 10822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113816 members 
Mstep: Class 2 contains 164712 members 
Entering Unmasked Estep 
Score: -34856544.000000 Penalty: 6218.487793
	Iteration 6Q: 3 clusters Score -3.485654e+07 nChanged 14081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101155 members 
Mstep: Class 2 contains 177373 members 
Entering Unmasked Estep 
Score: -34863640.000000 Penalty: 6218.487793
	Iteration 7F: 3 clusters Score -3.486364e+07 nChanged 17623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 193344 members 
Entering Unmasked Estep 
Score: -34874172.000000 Penalty: 6218.487793
	Iteration 8F: 3 clusters Score -3.487417e+07 nChanged 18917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68593 members 
Mstep: Class 2 contains 209935 members 
Entering Unmasked Estep 
Score: -34886820.000000 Penalty: 6218.487793
	Iteration 9F: 3 clusters Score -3.488682e+07 nChanged 16810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 222713 members 
Entering Unmasked Estep 
Score: -34898868.000000 Penalty: 6218.487793
	Iteration 10F: 3 clusters Score -3.489887e+07 nChanged 13208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 229425 members 
Entering Unmasked Estep 
Score: -34907712.000000 Penalty: 6218.487793
	Iteration 11Q: 3 clusters Score -3.490771e+07 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 232128 members 
Entering Unmasked Estep 
Score: -34911976.000000 Penalty: 6218.487793
	Iteration 12Q: 3 clusters Score -3.491198e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 233742 members 
Entering Unmasked Estep 
Score: -34913312.000000 Penalty: 6218.487793
	Iteration 13Q: 3 clusters Score -3.491331e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 235260 members 
Entering Unmasked Estep 
Score: -34914156.000000 Penalty: 6218.487793
	Iteration 14Q: 3 clusters Score -3.491416e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 236779 members 
Entering Unmasked Estep 
Score: -34914684.000000 Penalty: 6218.487793
	Iteration 15Q: 3 clusters Score -3.491468e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 238340 members 
Entering Unmasked Estep 
Score: -34915304.000000 Penalty: 6218.487793
	Iteration 16Q: 3 clusters Score -3.49153e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 239832 members 
Entering Unmasked Estep 
Score: -34915844.000000 Penalty: 6218.487793
	Iteration 17Q: 3 clusters Score -3.491584e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 241267 members 
Entering Unmasked Estep 
Score: -34916328.000000 Penalty: 6218.487793
	Iteration 18Q: 3 clusters Score -3.491633e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 242735 members 
Entering Unmasked Estep 
Score: -34916836.000000 Penalty: 6218.487793
	Iteration 19Q: 3 clusters Score -3.491684e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 244213 members 
Entering Unmasked Estep 
Score: -34917384.000000 Penalty: 6218.487793
	Iteration 20F: 3 clusters Score -3.491738e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 245605 members 
Entering Unmasked Estep 
Score: -34917992.000000 Penalty: 6218.487793
	Iteration 21Q: 3 clusters Score -3.491799e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 246992 members 
Entering Unmasked Estep 
Score: -34918592.000000 Penalty: 6218.487793
	Iteration 22Q: 3 clusters Score -3.491859e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 248404 members 
Entering Unmasked Estep 
Score: -34919184.000000 Penalty: 6218.487793
	Iteration 23Q: 3 clusters Score -3.491918e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 249793 members 
Entering Unmasked Estep 
Score: -34919848.000000 Penalty: 6218.487793
	Iteration 24Q: 3 clusters Score -3.491985e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 251223 members 
Entering Unmasked Estep 
Score: -34920544.000000 Penalty: 6218.487793
	Iteration 25Q: 3 clusters Score -3.492054e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 252596 members 
Entering Unmasked Estep 
Score: -34921248.000000 Penalty: 6218.487793
	Iteration 26Q: 3 clusters Score -3.492125e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 253957 members 
Entering Unmasked Estep 
Score: -34921964.000000 Penalty: 6218.487793
	Iteration 27Q: 3 clusters Score -3.492196e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 255328 members 
Entering Unmasked Estep 
Score: -34922640.000000 Penalty: 6218.487793
	Iteration 28Q: 3 clusters Score -3.492264e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 256683 members 
Entering Unmasked Estep 
Score: -34923528.000000 Penalty: 6218.487793
	Iteration 29Q: 3 clusters Score -3.492353e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 258056 members 
Entering Unmasked Estep 
Score: -34924392.000000 Penalty: 6218.487793
	Iteration 30Q: 3 clusters Score -3.492439e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 259391 members 
Entering Unmasked Estep 
Score: -34924968.000000 Penalty: 6218.487793
	Iteration 31Q: 3 clusters Score -3.492497e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 260650 members 
Entering Unmasked Estep 
Score: -34925572.000000 Penalty: 6218.487793
	Iteration 32Q: 3 clusters Score -3.492557e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 261848 members 
Entering Unmasked Estep 
Score: -34926268.000000 Penalty: 6218.487793
	Iteration 33Q: 3 clusters Score -3.492627e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 263009 members 
Entering Unmasked Estep 
Score: -34926984.000000 Penalty: 6218.487793
	Iteration 34Q: 3 clusters Score -3.492698e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 264088 members 
Entering Unmasked Estep 
Score: -34927784.000000 Penalty: 6218.487793
	Iteration 35Q: 3 clusters Score -3.492778e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 265104 members 
Entering Unmasked Estep 
Score: -34928420.000000 Penalty: 6218.487793
	Iteration 36Q: 3 clusters Score -3.492842e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 266088 members 
Entering Unmasked Estep 
Score: -34928884.000000 Penalty: 6218.487793
	Iteration 37Q: 3 clusters Score -3.492888e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 267038 members 
Entering Unmasked Estep 
Score: -34929404.000000 Penalty: 6218.487793
	Iteration 38Q: 3 clusters Score -3.49294e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 267921 members 
Entering Unmasked Estep 
Score: -34930016.000000 Penalty: 6218.487793
	Iteration 39Q: 3 clusters Score -3.493002e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 268729 members 
Entering Unmasked Estep 
Score: -34930724.000000 Penalty: 6218.487793
	Iteration 40F: 3 clusters Score -3.493072e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 269485 members 
Entering Unmasked Estep 
Score: -34931160.000000 Penalty: 6218.487793
	Iteration 41Q: 3 clusters Score -3.493116e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 270212 members 
Entering Unmasked Estep 
Score: -34931716.000000 Penalty: 6218.487793
	Iteration 42Q: 3 clusters Score -3.493172e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 270826 members 
Entering Unmasked Estep 
Score: -34932320.000000 Penalty: 6218.487793
	Iteration 43Q: 3 clusters Score -3.493232e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 271377 members 
Entering Unmasked Estep 
Score: -34932712.000000 Penalty: 6218.487793
	Iteration 44Q: 3 clusters Score -3.493271e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 271903 members 
Entering Unmasked Estep 
Score: -34933112.000000 Penalty: 6218.487793
	Iteration 45Q: 3 clusters Score -3.493311e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 272366 members 
Entering Unmasked Estep 
Score: -34933324.000000 Penalty: 6218.487793
	Iteration 46Q: 3 clusters Score -3.493332e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 272769 members 
Entering Unmasked Estep 
Score: -34933604.000000 Penalty: 6218.487793
	Iteration 47Q: 3 clusters Score -3.49336e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 273146 members 
Entering Unmasked Estep 
Score: -34933908.000000 Penalty: 6218.487793
	Iteration 48Q: 3 clusters Score -3.493391e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 273480 members 
Entering Unmasked Estep 
Score: -34934168.000000 Penalty: 6218.487793
	Iteration 49Q: 3 clusters Score -3.493417e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 273798 members 
Entering Unmasked Estep 
Score: -34934372.000000 Penalty: 6218.487793
	Iteration 50Q: 3 clusters Score -3.493437e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 274049 members 
Entering Unmasked Estep 
Score: -34934588.000000 Penalty: 6218.487793
	Iteration 51Q: 3 clusters Score -3.493459e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 274270 members 
Entering Unmasked Estep 
Score: -34934720.000000 Penalty: 6218.487793
	Iteration 52Q: 3 clusters Score -3.493472e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 274479 members 
Entering Unmasked Estep 
Score: -34934888.000000 Penalty: 6218.487793
	Iteration 53Q: 3 clusters Score -3.493489e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 274656 members 
Entering Unmasked Estep 
Score: -34934984.000000 Penalty: 6218.487793
	Iteration 54Q: 3 clusters Score -3.493498e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 274826 members 
Entering Unmasked Estep 
Score: -34935148.000000 Penalty: 6218.487793
	Iteration 55Q: 3 clusters Score -3.493515e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 274976 members 
Entering Unmasked Estep 
Score: -34935284.000000 Penalty: 6218.487793
	Iteration 56Q: 3 clusters Score -3.493528e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 275108 members 
Entering Unmasked Estep 
Score: -34935352.000000 Penalty: 6218.487793
	Iteration 57Q: 3 clusters Score -3.493535e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 275229 members 
Entering Unmasked Estep 
Score: -34935468.000000 Penalty: 6218.487793
	Iteration 58Q: 3 clusters Score -3.493547e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 275342 members 
Entering Unmasked Estep 
Score: -34935568.000000 Penalty: 6218.487793
	Iteration 59Q: 3 clusters Score -3.493557e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 275445 members 
Entering Unmasked Estep 
Score: -34935660.000000 Penalty: 6218.487793
	Iteration 60F: 3 clusters Score -3.493566e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 275556 members 
Entering Unmasked Estep 
Score: -34935800.000000 Penalty: 6218.487793
	Iteration 61Q: 3 clusters Score -3.49358e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 275647 members 
Entering Unmasked Estep 
Score: -34935860.000000 Penalty: 6218.487793
	Iteration 62Q: 3 clusters Score -3.493586e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 275737 members 
Entering Unmasked Estep 
Score: -34935868.000000 Penalty: 6218.487793
	Iteration 63Q: 3 clusters Score -3.493587e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 275800 members 
Entering Unmasked Estep 
Score: -34935884.000000 Penalty: 6218.487793
	Iteration 64Q: 3 clusters Score -3.493588e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 275856 members 
Entering Unmasked Estep 
Score: -34935944.000000 Penalty: 6218.487793
	Iteration 65Q: 3 clusters Score -3.493594e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 275916 members 
Entering Unmasked Estep 
Score: -34935992.000000 Penalty: 6218.487793
	Iteration 66Q: 3 clusters Score -3.493599e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 275967 members 
Entering Unmasked Estep 
Score: -34935996.000000 Penalty: 6218.487793
	Iteration 67Q: 3 clusters Score -3.4936e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 276004 members 
Entering Unmasked Estep 
Score: -34936056.000000 Penalty: 6218.487793
	Iteration 68Q: 3 clusters Score -3.493606e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 276034 members 
Entering Unmasked Estep 
Score: -34936092.000000 Penalty: 6218.487793
	Iteration 69Q: 3 clusters Score -3.493609e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 276063 members 
Entering Unmasked Estep 
Score: -34936100.000000 Penalty: 6218.487793
	Iteration 70Q: 3 clusters Score -3.49361e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 276095 members 
Entering Unmasked Estep 
Score: -34936116.000000 Penalty: 6218.487793
	Iteration 71Q: 3 clusters Score -3.493612e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 276120 members 
Entering Unmasked Estep 
Score: -34936140.000000 Penalty: 6218.487793
	Iteration 72Q: 3 clusters Score -3.493614e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 276139 members 
Entering Unmasked Estep 
Score: -34936160.000000 Penalty: 6218.487793
	Iteration 73Q: 3 clusters Score -3.493616e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 276155 members 
Entering Unmasked Estep 
Score: -34936176.000000 Penalty: 6218.487793
	Iteration 74Q: 3 clusters Score -3.493618e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 276173 members 
Entering Unmasked Estep 
Score: -34936176.000000 Penalty: 6218.487793
	Iteration 75Q: 3 clusters Score -3.493618e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 276197 members 
Entering Unmasked Estep 
Score: -34936200.000000 Penalty: 6218.487793
	Iteration 76Q: 3 clusters Score -3.49362e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 276218 members 
Entering Unmasked Estep 
Score: -34936228.000000 Penalty: 6218.487793
	Iteration 77Q: 3 clusters Score -3.493623e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 276239 members 
Entering Unmasked Estep 
Score: -34936244.000000 Penalty: 6218.487793
	Iteration 78Q: 3 clusters Score -3.493624e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 276261 members 
Entering Unmasked Estep 
Score: -34936276.000000 Penalty: 6218.487793
	Iteration 79Q: 3 clusters Score -3.493628e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 276289 members 
Entering Unmasked Estep 
Score: -34936296.000000 Penalty: 6218.487793
	Iteration 80F: 3 clusters Score -3.49363e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 276311 members 
Entering Unmasked Estep 
Score: -34936296.000000 Penalty: 6218.487793
	Iteration 81Q: 3 clusters Score -3.49363e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 276336 members 
Entering Unmasked Estep 
Score: -34936276.000000 Penalty: 6218.487793
	Iteration 82Q: 3 clusters Score -3.493628e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 276367 members 
Entering Unmasked Estep 
Score: -34936304.000000 Penalty: 6218.487793
	Iteration 83Q: 3 clusters Score -3.49363e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 276395 members 
Entering Unmasked Estep 
Score: -34936340.000000 Penalty: 6218.487793
	Iteration 84Q: 3 clusters Score -3.493634e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 276422 members 
Entering Unmasked Estep 
Score: -34936360.000000 Penalty: 6218.487793
	Iteration 85Q: 3 clusters Score -3.493636e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 276459 members 
Entering Unmasked Estep 
Score: -34936372.000000 Penalty: 6218.487793
	Iteration 86Q: 3 clusters Score -3.493637e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 276484 members 
Entering Unmasked Estep 
Score: -34936408.000000 Penalty: 6218.487793
	Iteration 87Q: 3 clusters Score -3.493641e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 276505 members 
Entering Unmasked Estep 
Score: -34936424.000000 Penalty: 6218.487793
	Iteration 88Q: 3 clusters Score -3.493642e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 276523 members 
Entering Unmasked Estep 
Score: -34936440.000000 Penalty: 6218.487793
	Iteration 89Q: 3 clusters Score -3.493644e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 276534 members 
Entering Unmasked Estep 
Score: -34936460.000000 Penalty: 6218.487793
	Iteration 90Q: 3 clusters Score -3.493646e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 276538 members 
Entering Unmasked Estep 
Score: -34936452.000000 Penalty: 6218.487793
	Iteration 91Q: 3 clusters Score -3.493645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 276544 members 
Entering Unmasked Estep 
Score: -34936464.000000 Penalty: 6218.487793
	Iteration 92Q: 3 clusters Score -3.493646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 276554 members 
Entering Unmasked Estep 
Score: -34936488.000000 Penalty: 6218.487793
	Iteration 93Q: 3 clusters Score -3.493649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 276561 members 
Entering Unmasked Estep 
Score: -34936520.000000 Penalty: 6218.487793
	Iteration 94Q: 3 clusters Score -3.493652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 276568 members 
Entering Unmasked Estep 
Score: -34936540.000000 Penalty: 6218.487793
	Iteration 95Q: 3 clusters Score -3.493654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 276572 members 
Entering Unmasked Estep 
Score: -34936532.000000 Penalty: 6218.487793
	Iteration 96Q: 3 clusters Score -3.493653e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 276574 members 
Entering Unmasked Estep 
Score: -34936524.000000 Penalty: 6218.487793
	Iteration 97Q: 3 clusters Score -3.493652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 276581 members 
Entering Unmasked Estep 
Score: -34936520.000000 Penalty: 6218.487793
	Iteration 98Q: 3 clusters Score -3.493652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 276585 members 
Entering Unmasked Estep 
Score: -34936528.000000 Penalty: 6218.487793
	Iteration 99Q: 3 clusters Score -3.493653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 276586 members 
Entering Unmasked Estep 
Score: -34936548.000000 Penalty: 6218.487793
	Iteration 100F: 3 clusters Score -3.493655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 276591 members 
Entering Unmasked Estep 
Score: -34936532.000000 Penalty: 6218.487793
	Iteration 101Q: 3 clusters Score -3.493653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 276594 members 
Entering Unmasked Estep 
Score: -34936544.000000 Penalty: 6218.487793
	Iteration 102Q: 3 clusters Score -3.493654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 276596 members 
Entering Unmasked Estep 
Score: -34936512.000000 Penalty: 6218.487793
	Iteration 103Q: 3 clusters Score -3.493651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 276600 members 
Entering Unmasked Estep 
Score: -34936536.000000 Penalty: 6218.487793
	Iteration 104Q: 3 clusters Score -3.493654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 276603 members 
Entering Unmasked Estep 
Score: -34936536.000000 Penalty: 6218.487793
	Iteration 105Q: 3 clusters Score -3.493654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 276606 members 
Entering Unmasked Estep 
Score: -34936552.000000 Penalty: 6218.487793
	Iteration 106Q: 3 clusters Score -3.493655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 276610 members 
Entering Unmasked Estep 
Score: -34936552.000000 Penalty: 6218.487793
	Iteration 107Q: 3 clusters Score -3.493655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 276611 members 
Entering Unmasked Estep 
Score: -34936536.000000 Penalty: 6218.487793
	Iteration 108Q: 3 clusters Score -3.493654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 276614 members 
Entering Unmasked Estep 
Score: -34936548.000000 Penalty: 6218.487793
	Iteration 109Q: 3 clusters Score -3.493655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 276619 members 
Entering Unmasked Estep 
Score: -34936560.000000 Penalty: 6218.487793
	Iteration 110Q: 3 clusters Score -3.493656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 276620 members 
Entering Unmasked Estep 
Score: -34936564.000000 Penalty: 6218.487793
	Iteration 111Q: 3 clusters Score -3.493656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 276620 members 
Entering Unmasked Estep 
Score: -34936564.000000 Penalty: 6218.487793
	Iteration 112F: 3 clusters Score -3.493656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -62939.375000 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -62939.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61405.390625 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -61405.39 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61631.054688 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -61631.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61717.738281 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -61717.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -61764.824219 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -61764.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -61814.023438 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -61814.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61846.003906 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -61846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -61891.570312 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -61891.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61979.433594 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -61979.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -62091.726562 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -62091.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -62138.148438 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -62138.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -62198.140625 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -62198.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -62255.988281 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -62255.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -62340.246094 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -62340.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -62386.550781 Penalty: 3135.992188
	Iteration 13Q: 3 clusters Score -62386.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -62417.738281 Penalty: 3135.992188
	Iteration 14Q: 3 clusters Score -62417.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -62432.222656 Penalty: 3135.992188
	Iteration 15Q: 3 clusters Score -62432.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -62435.476562 Penalty: 3135.992188
	Iteration 16Q: 3 clusters Score -62435.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -62437.828125 Penalty: 3135.992188
	Iteration 17Q: 3 clusters Score -62437.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -62437.949219 Penalty: 3135.992188
	Iteration 18F: 3 clusters Score -62437.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -62444.683594 Penalty: 3135.992188
	Iteration 19Q: 3 clusters Score -62444.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -62444.683594 Penalty: 3135.992188
	Iteration 20F: 3 clusters Score -62444.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -15069.367188 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -15069.37 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 84 members 
Entering Unmasked Estep 
Score: -14186.383789 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -14186.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14337.414062 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -14337.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14499.332031 Penalty: 2564.560059
	Iteration 2F: 3 clusters Score -14499.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14609.469727 Penalty: 2564.560059
	Iteration 3Q: 3 clusters Score -14609.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14638.768555 Penalty: 2564.560059
	Iteration 4Q: 3 clusters Score -14638.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14638.768555 Penalty: 2564.560059
	Iteration 5F: 3 clusters Score -14638.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -44652.167969 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -44652.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43239.234375 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -43239.23 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43731.796875 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -43731.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44143.988281 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -44143.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44399.828125 Penalty: 3062.197998
	Iteration 3F: 3 clusters Score -44399.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44700.183594 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -44700.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44848.695312 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -44848.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45036.984375 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -45036.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45134.250000 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -45134.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45224.769531 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -45224.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45333.437500 Penalty: 3062.197998
	Iteration 9Q: 3 clusters Score -45333.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45381.566406 Penalty: 3062.197998
	Iteration 10Q: 3 clusters Score -45381.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45403.832031 Penalty: 3062.197998
	Iteration 11Q: 3 clusters Score -45403.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45417.496094 Penalty: 3062.197998
	Iteration 12Q: 3 clusters Score -45417.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45427.457031 Penalty: 3062.197998
	Iteration 13Q: 3 clusters Score -45427.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45427.457031 Penalty: 3062.197998
	Iteration 14F: 3 clusters Score -45427.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95851 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36051 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172292 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278528 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 265 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178205 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49904 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 215 members 
Entering Unmasked Estep 
Score: -119293648.000000 Penalty: 75182.937500
Splitting cluster 15 changes total score from -119294744.000000 to -119293648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -55114.578125 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -55114.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53592.125000 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -53592.12 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53815.089844 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -53815.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53916.050781 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -53916.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54034.796875 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -54034.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -54190.351562 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -54190.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54245.402344 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -54245.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -54273.800781 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -54273.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -54299.628906 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -54299.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -54350.546875 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -54350.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -54395.269531 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -54395.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -54422.292969 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -54422.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -54438.734375 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -54438.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -54441.148438 Penalty: 3101.899170
	Iteration 12Q: 3 clusters Score -54441.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -54441.148438 Penalty: 3101.899170
	Iteration 13F: 3 clusters Score -54441.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (178205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178205 members 
Entering Unmasked Estep 
Score: -22387552.000000 Penalty: 2998.490967
	Iteration 0F: 2 clusters Score -2.238755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89074 members 
Mstep: Class 2 contains 89131 members 
Entering Unmasked Estep 
Score: -22269056.000000 Penalty: 5996.981934
	Iteration 0F: 3 clusters Score -2.226906e+07 nChanged 85381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88661 members 
Mstep: Class 2 contains 89544 members 
Entering Unmasked Estep 
Score: -22319392.000000 Penalty: 5996.981934
	Iteration 1F: 3 clusters Score -2.231939e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88444 members 
Mstep: Class 2 contains 89761 members 
Entering Unmasked Estep 
Score: -22321330.000000 Penalty: 5996.981934
	Iteration 2Q: 3 clusters Score -2.232133e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88185 members 
Mstep: Class 2 contains 90020 members 
Entering Unmasked Estep 
Score: -22324294.000000 Penalty: 5996.981934
	Iteration 3Q: 3 clusters Score -2.232429e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87767 members 
Mstep: Class 2 contains 90438 members 
Entering Unmasked Estep 
Score: -22328476.000000 Penalty: 5996.981934
	Iteration 4Q: 3 clusters Score -2.232848e+07 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87142 members 
Mstep: Class 2 contains 91063 members 
Entering Unmasked Estep 
Score: -22333940.000000 Penalty: 5996.981934
	Iteration 5F: 3 clusters Score -2.233394e+07 nChanged 10812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86450 members 
Mstep: Class 2 contains 91755 members 
Entering Unmasked Estep 
Score: -22340964.000000 Penalty: 5996.981934
	Iteration 6F: 3 clusters Score -2.234096e+07 nChanged 11670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86426 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -22349294.000000 Penalty: 5996.981934
	Iteration 7F: 3 clusters Score -2.234929e+07 nChanged 11442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87084 members 
Mstep: Class 2 contains 91121 members 
Entering Unmasked Estep 
Score: -22356862.000000 Penalty: 5996.981934
	Iteration 8F: 3 clusters Score -2.235686e+07 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 89837 members 
Entering Unmasked Estep 
Score: -22361458.000000 Penalty: 5996.981934
	Iteration 9F: 3 clusters Score -2.236146e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89608 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
Score: -22363650.000000 Penalty: 5996.981934
	Iteration 10Q: 3 clusters Score -2.236365e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90760 members 
Mstep: Class 2 contains 87445 members 
Entering Unmasked Estep 
Score: -22364492.000000 Penalty: 5996.981934
	Iteration 11Q: 3 clusters Score -2.236449e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91779 members 
Mstep: Class 2 contains 86426 members 
Entering Unmasked Estep 
Score: -22364996.000000 Penalty: 5996.981934
	Iteration 12Q: 3 clusters Score -2.2365e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92882 members 
Mstep: Class 2 contains 85323 members 
Entering Unmasked Estep 
Score: -22365534.000000 Penalty: 5996.981934
	Iteration 13Q: 3 clusters Score -2.236553e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94044 members 
Mstep: Class 2 contains 84161 members 
Entering Unmasked Estep 
Score: -22365926.000000 Penalty: 5996.981934
	Iteration 14Q: 3 clusters Score -2.236593e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95241 members 
Mstep: Class 2 contains 82964 members 
Entering Unmasked Estep 
Score: -22366348.000000 Penalty: 5996.981934
	Iteration 15Q: 3 clusters Score -2.236635e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96490 members 
Mstep: Class 2 contains 81715 members 
Entering Unmasked Estep 
Score: -22366730.000000 Penalty: 5996.981934
	Iteration 16Q: 3 clusters Score -2.236673e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97830 members 
Mstep: Class 2 contains 80375 members 
Entering Unmasked Estep 
Score: -22367022.000000 Penalty: 5996.981934
	Iteration 17Q: 3 clusters Score -2.236702e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99303 members 
Mstep: Class 2 contains 78902 members 
Entering Unmasked Estep 
Score: -22367448.000000 Penalty: 5996.981934
	Iteration 18Q: 3 clusters Score -2.236745e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100844 members 
Mstep: Class 2 contains 77361 members 
Entering Unmasked Estep 
Score: -22367772.000000 Penalty: 5996.981934
	Iteration 19Q: 3 clusters Score -2.236777e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102496 members 
Mstep: Class 2 contains 75709 members 
Entering Unmasked Estep 
Score: -22368146.000000 Penalty: 5996.981934
	Iteration 20F: 3 clusters Score -2.236815e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104229 members 
Mstep: Class 2 contains 73976 members 
Entering Unmasked Estep 
Score: -22368508.000000 Penalty: 5996.981934
	Iteration 21Q: 3 clusters Score -2.236851e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106147 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -22368904.000000 Penalty: 5996.981934
	Iteration 22Q: 3 clusters Score -2.23689e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108209 members 
Mstep: Class 2 contains 69996 members 
Entering Unmasked Estep 
Score: -22369276.000000 Penalty: 5996.981934
	Iteration 23Q: 3 clusters Score -2.236928e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110319 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -22369814.000000 Penalty: 5996.981934
	Iteration 24Q: 3 clusters Score -2.236981e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112488 members 
Mstep: Class 2 contains 65717 members 
Entering Unmasked Estep 
Score: -22370268.000000 Penalty: 5996.981934
	Iteration 25Q: 3 clusters Score -2.237027e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114749 members 
Mstep: Class 2 contains 63456 members 
Entering Unmasked Estep 
Score: -22370768.000000 Penalty: 5996.981934
	Iteration 26Q: 3 clusters Score -2.237077e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117037 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -22371282.000000 Penalty: 5996.981934
	Iteration 27Q: 3 clusters Score -2.237128e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119321 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -22371982.000000 Penalty: 5996.981934
	Iteration 28Q: 3 clusters Score -2.237198e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121527 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -22372530.000000 Penalty: 5996.981934
	Iteration 29Q: 3 clusters Score -2.237253e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123687 members 
Mstep: Class 2 contains 54518 members 
Entering Unmasked Estep 
Score: -22373092.000000 Penalty: 5996.981934
	Iteration 30Q: 3 clusters Score -2.237309e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125799 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -22373732.000000 Penalty: 5996.981934
	Iteration 31Q: 3 clusters Score -2.237373e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127905 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -22374130.000000 Penalty: 5996.981934
	Iteration 32Q: 3 clusters Score -2.237413e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129919 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -22374540.000000 Penalty: 5996.981934
	Iteration 33Q: 3 clusters Score -2.237454e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131874 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -22375018.000000 Penalty: 5996.981934
	Iteration 34Q: 3 clusters Score -2.237502e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133826 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -22375526.000000 Penalty: 5996.981934
	Iteration 35Q: 3 clusters Score -2.237553e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135752 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -22375964.000000 Penalty: 5996.981934
	Iteration 36Q: 3 clusters Score -2.237596e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137634 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -22376384.000000 Penalty: 5996.981934
	Iteration 37Q: 3 clusters Score -2.237638e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139556 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -22376890.000000 Penalty: 5996.981934
	Iteration 38Q: 3 clusters Score -2.237689e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141467 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -22377240.000000 Penalty: 5996.981934
	Iteration 39Q: 3 clusters Score -2.237724e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143322 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -22377616.000000 Penalty: 5996.981934
	Iteration 40F: 3 clusters Score -2.237762e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145143 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -22378008.000000 Penalty: 5996.981934
	Iteration 41Q: 3 clusters Score -2.237801e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146979 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -22378496.000000 Penalty: 5996.981934
	Iteration 42Q: 3 clusters Score -2.23785e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148734 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -22378912.000000 Penalty: 5996.981934
	Iteration 43Q: 3 clusters Score -2.237891e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150518 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -22379442.000000 Penalty: 5996.981934
	Iteration 44Q: 3 clusters Score -2.237944e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152313 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -22379808.000000 Penalty: 5996.981934
	Iteration 45Q: 3 clusters Score -2.237981e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154070 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -22380284.000000 Penalty: 5996.981934
	Iteration 46Q: 3 clusters Score -2.238028e+07 nChanged 1697
Entering Unmasked Mstep 
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Mstep: Class 1 contains 155767 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -22380698.000000 Penalty: 5996.981934
	Iteration 47Q: 3 clusters Score -2.23807e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157374 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -22381096.000000 Penalty: 5996.981934
	Iteration 48Q: 3 clusters Score -2.23811e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158964 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -22381642.000000 Penalty: 5996.981934
	Iteration 49Q: 3 clusters Score -2.238164e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160457 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -22382106.000000 Penalty: 5996.981934
	Iteration 50Q: 3 clusters Score -2.238211e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161851 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -22382504.000000 Penalty: 5996.981934
	Iteration 51Q: 3 clusters Score -2.23825e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163115 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -22382888.000000 Penalty: 5996.981934
	Iteration 52Q: 3 clusters Score -2.238289e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164341 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -22383184.000000 Penalty: 5996.981934
	Iteration 53Q: 3 clusters Score -2.238318e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165472 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -22383632.000000 Penalty: 5996.981934
	Iteration 54Q: 3 clusters Score -2.238363e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166464 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -22383930.000000 Penalty: 5996.981934
	Iteration 55Q: 3 clusters Score -2.238393e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167355 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -22384082.000000 Penalty: 5996.981934
	Iteration 56Q: 3 clusters Score -2.238408e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168179 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -22384268.000000 Penalty: 5996.981934
	Iteration 57Q: 3 clusters Score -2.238427e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168893 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -22384548.000000 Penalty: 5996.981934
	Iteration 58Q: 3 clusters Score -2.238455e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169508 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -22384684.000000 Penalty: 5996.981934
	Iteration 59Q: 3 clusters Score -2.238468e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170044 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -22384900.000000 Penalty: 5996.981934
	Iteration 60F: 3 clusters Score -2.23849e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170578 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -22385076.000000 Penalty: 5996.981934
	Iteration 61Q: 3 clusters Score -2.238508e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171052 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -22385304.000000 Penalty: 5996.981934
	Iteration 62Q: 3 clusters Score -2.23853e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171476 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -22385366.000000 Penalty: 5996.981934
	Iteration 63Q: 3 clusters Score -2.238537e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171811 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -22385420.000000 Penalty: 5996.981934
	Iteration 64Q: 3 clusters Score -2.238542e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172100 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -22385460.000000 Penalty: 5996.981934
	Iteration 65Q: 3 clusters Score -2.238546e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172350 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -22385488.000000 Penalty: 5996.981934
	Iteration 66Q: 3 clusters Score -2.238549e+07 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 172581 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -22385486.000000 Penalty: 5996.981934
	Iteration 67Q: 3 clusters Score -2.238549e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172782 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -22385500.000000 Penalty: 5996.981934
	Iteration 68Q: 3 clusters Score -2.23855e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172960 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -22385542.000000 Penalty: 5996.981934
	Iteration 69Q: 3 clusters Score -2.238554e+07 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173105 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -22385566.000000 Penalty: 5996.981934
	Iteration 70Q: 3 clusters Score -2.238557e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173240 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -22385606.000000 Penalty: 5996.981934
	Iteration 71Q: 3 clusters Score -2.238561e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173363 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -22385672.000000 Penalty: 5996.981934
	Iteration 72Q: 3 clusters Score -2.238567e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173469 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -22385706.000000 Penalty: 5996.981934
	Iteration 73Q: 3 clusters Score -2.238571e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173565 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -22385748.000000 Penalty: 5996.981934
	Iteration 74Q: 3 clusters Score -2.238575e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173648 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -22385748.000000 Penalty: 5996.981934
	Iteration 75Q: 3 clusters Score -2.238575e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173717 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -22385750.000000 Penalty: 5996.981934
	Iteration 76Q: 3 clusters Score -2.238575e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173781 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -22385742.000000 Penalty: 5996.981934
	Iteration 77Q: 3 clusters Score -2.238574e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173842 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -22385748.000000 Penalty: 5996.981934
	Iteration 78Q: 3 clusters Score -2.238575e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173902 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -22385746.000000 Penalty: 5996.981934
	Iteration 79Q: 3 clusters Score -2.238575e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173955 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -22385734.000000 Penalty: 5996.981934
	Iteration 80F: 3 clusters Score -2.238573e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174000 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -22385764.000000 Penalty: 5996.981934
	Iteration 81Q: 3 clusters Score -2.238576e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174046 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -22385730.000000 Penalty: 5996.981934
	Iteration 82Q: 3 clusters Score -2.238573e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174092 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -22385720.000000 Penalty: 5996.981934
	Iteration 83Q: 3 clusters Score -2.238572e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174132 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -22385750.000000 Penalty: 5996.981934
	Iteration 84Q: 3 clusters Score -2.238575e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174165 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -22385750.000000 Penalty: 5996.981934
	Iteration 85Q: 3 clusters Score -2.238575e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174195 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -22385728.000000 Penalty: 5996.981934
	Iteration 86Q: 3 clusters Score -2.238573e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174220 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -22385744.000000 Penalty: 5996.981934
	Iteration 87Q: 3 clusters Score -2.238574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174232 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -22385762.000000 Penalty: 5996.981934
	Iteration 88Q: 3 clusters Score -2.238576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174243 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -22385738.000000 Penalty: 5996.981934
	Iteration 89Q: 3 clusters Score -2.238574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174256 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -22385730.000000 Penalty: 5996.981934
	Iteration 90Q: 3 clusters Score -2.238573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174265 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -22385728.000000 Penalty: 5996.981934
	Iteration 91Q: 3 clusters Score -2.238573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174274 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -22385718.000000 Penalty: 5996.981934
	Iteration 92Q: 3 clusters Score -2.238572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174288 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -22385712.000000 Penalty: 5996.981934
	Iteration 93Q: 3 clusters Score -2.238571e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174307 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -22385720.000000 Penalty: 5996.981934
	Iteration 94Q: 3 clusters Score -2.238572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174316 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -22385712.000000 Penalty: 5996.981934
	Iteration 95Q: 3 clusters Score -2.238571e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174331 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -22385716.000000 Penalty: 5996.981934
	Iteration 96Q: 3 clusters Score -2.238572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174343 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -22385720.000000 Penalty: 5996.981934
	Iteration 97Q: 3 clusters Score -2.238572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174357 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -22385712.000000 Penalty: 5996.981934
	Iteration 98Q: 3 clusters Score -2.238571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174367 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -22385726.000000 Penalty: 5996.981934
	Iteration 99Q: 3 clusters Score -2.238573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174375 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -22385714.000000 Penalty: 5996.981934
	Iteration 100F: 3 clusters Score -2.238571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174388 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -22385708.000000 Penalty: 5996.981934
	Iteration 101Q: 3 clusters Score -2.238571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174396 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -22385722.000000 Penalty: 5996.981934
	Iteration 102Q: 3 clusters Score -2.238572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174406 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -22385718.000000 Penalty: 5996.981934
	Iteration 103Q: 3 clusters Score -2.238572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174416 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -22385692.000000 Penalty: 5996.981934
	Iteration 104Q: 3 clusters Score -2.238569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174430 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -22385710.000000 Penalty: 5996.981934
	Iteration 105Q: 3 clusters Score -2.238571e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174445 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -22385728.000000 Penalty: 5996.981934
	Iteration 106Q: 3 clusters Score -2.238573e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174462 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -22385734.000000 Penalty: 5996.981934
	Iteration 107Q: 3 clusters Score -2.238573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174473 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -22385734.000000 Penalty: 5996.981934
	Iteration 108Q: 3 clusters Score -2.238573e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174488 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -22385740.000000 Penalty: 5996.981934
	Iteration 109Q: 3 clusters Score -2.238574e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174512 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -22385728.000000 Penalty: 5996.981934
	Iteration 110Q: 3 clusters Score -2.238573e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174532 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -22385720.000000 Penalty: 5996.981934
	Iteration 111Q: 3 clusters Score -2.238572e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174554 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -22385708.000000 Penalty: 5996.981934
	Iteration 112Q: 3 clusters Score -2.238571e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174569 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -22385698.000000 Penalty: 5996.981934
	Iteration 113Q: 3 clusters Score -2.23857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174573 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -22385710.000000 Penalty: 5996.981934
	Iteration 114Q: 3 clusters Score -2.238571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174580 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -22385712.000000 Penalty: 5996.981934
	Iteration 115Q: 3 clusters Score -2.238571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174586 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -22385710.000000 Penalty: 5996.981934
	Iteration 116Q: 3 clusters Score -2.238571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174589 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -22385716.000000 Penalty: 5996.981934
	Iteration 117Q: 3 clusters Score -2.238572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174601 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -22385724.000000 Penalty: 5996.981934
	Iteration 118Q: 3 clusters Score -2.238572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174609 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -22385726.000000 Penalty: 5996.981934
	Iteration 119Q: 3 clusters Score -2.238573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174615 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -22385724.000000 Penalty: 5996.981934
	Iteration 120F: 3 clusters Score -2.238572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174617 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -22385724.000000 Penalty: 5996.981934
	Iteration 121Q: 3 clusters Score -2.238572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174617 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -22385722.000000 Penalty: 5996.981934
	Iteration 122Q: 3 clusters Score -2.238572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174617 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -22385722.000000 Penalty: 5996.981934
	Iteration 123F: 3 clusters Score -2.238572e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -59384.500000 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -59384.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -57807.039062 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -57807.04 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -58077.976562 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -58077.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58172.281250 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -58172.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -58249.031250 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -58249.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58326.089844 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -58326.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58415.113281 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -58415.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58501.320312 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -58501.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58565.210938 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -58565.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58632.242188 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -58632.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -58705.847656 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -58705.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58767.257812 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -58767.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58807.839844 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -58807.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58833.722656 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -58833.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58859.765625 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -58859.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58892.214844 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -58892.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58930.515625 Penalty: 3165.380615
	Iteration 15Q: 3 clusters Score -58930.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58969.320312 Penalty: 3165.380615
	Iteration 16Q: 3 clusters Score -58969.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58990.890625 Penalty: 3165.380615
	Iteration 17Q: 3 clusters Score -58990.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58997.558594 Penalty: 3165.380615
	Iteration 18Q: 3 clusters Score -58997.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59000.195312 Penalty: 3165.380615
	Iteration 19Q: 3 clusters Score -59000.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59002.378906 Penalty: 3165.380615
	Iteration 20F: 3 clusters Score -59002.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59004.230469 Penalty: 3165.380615
	Iteration 21Q: 3 clusters Score -59004.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59004.230469 Penalty: 3165.380615
	Iteration 22F: 3 clusters Score -59004.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (49904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Entering Unmasked Estep 
Score: -6189223.000000 Penalty: 2682.828369
	Iteration 0F: 2 clusters Score -6189223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -6155700.500000 Penalty: 5365.656738
	Iteration 0F: 3 clusters Score -6155700 nChanged 23059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -6168196.500000 Penalty: 5365.656738
	Iteration 1F: 3 clusters Score -6168196 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -6168677.000000 Penalty: 5365.656738
	Iteration 2Q: 3 clusters Score -6168677 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -6169109.500000 Penalty: 5365.656738
	Iteration 3Q: 3 clusters Score -6169110 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -6169571.500000 Penalty: 5365.656738
	Iteration 4Q: 3 clusters Score -6169572 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -6170241.500000 Penalty: 5365.656738
	Iteration 5Q: 3 clusters Score -6170242 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -6171213.000000 Penalty: 5365.656738
	Iteration 6Q: 3 clusters Score -6171213 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -6172772.500000 Penalty: 5365.656738
	Iteration 7F: 3 clusters Score -6172772 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -6175048.000000 Penalty: 5365.656738
	Iteration 8F: 3 clusters Score -6175048 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -6178007.500000 Penalty: 5365.656738
	Iteration 9F: 3 clusters Score -6178008 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -6181017.500000 Penalty: 5365.656738
	Iteration 10F: 3 clusters Score -6181018 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -6183346.000000 Penalty: 5365.656738
	Iteration 11F: 3 clusters Score -6183346 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -6184858.500000 Penalty: 5365.656738
	Iteration 12Q: 3 clusters Score -6184858 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -6185805.500000 Penalty: 5365.656738
	Iteration 13Q: 3 clusters Score -6185806 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -6186246.000000 Penalty: 5365.656738
	Iteration 14Q: 3 clusters Score -6186246 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 49141 members 
Entering Unmasked Estep 
Score: -6186492.000000 Penalty: 5365.656738
	Iteration 15Q: 3 clusters Score -6186492 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -6186609.000000 Penalty: 5365.656738
	Iteration 16Q: 3 clusters Score -6186609 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -6186706.000000 Penalty: 5365.656738
	Iteration 17Q: 3 clusters Score -6186706 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -6186788.000000 Penalty: 5365.656738
	Iteration 18Q: 3 clusters Score -6186788 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -6186836.000000 Penalty: 5365.656738
	Iteration 19Q: 3 clusters Score -6186836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -6186850.500000 Penalty: 5365.656738
	Iteration 20F: 3 clusters Score -6186850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -6186870.000000 Penalty: 5365.656738
	Iteration 21Q: 3 clusters Score -6186870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -6186879.000000 Penalty: 5365.656738
	Iteration 22Q: 3 clusters Score -6186879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -6186894.000000 Penalty: 5365.656738
	Iteration 23Q: 3 clusters Score -6186894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -6186898.000000 Penalty: 5365.656738
	Iteration 24Q: 3 clusters Score -6186898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -6186906.000000 Penalty: 5365.656738
	Iteration 25Q: 3 clusters Score -6186906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -6186904.500000 Penalty: 5365.656738
	Iteration 26Q: 3 clusters Score -6186904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -6186906.000000 Penalty: 5365.656738
	Iteration 27Q: 3 clusters Score -6186906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -6186906.000000 Penalty: 5365.656738
	Iteration 28F: 3 clusters Score -6186906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Entering Unmasked Estep 
Score: -5530465.500000 Penalty: 2647.831299
	Iteration 0F: 2 clusters Score -5530466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -5501124.500000 Penalty: 5295.662598
	Iteration 0F: 3 clusters Score -5501124 nChanged 19816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -5512272.500000 Penalty: 5295.662598
	Iteration 1F: 3 clusters Score -5512272 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -5512862.000000 Penalty: 5295.662598
	Iteration 2Q: 3 clusters Score -5512862 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -5513526.500000 Penalty: 5295.662598
	Iteration 3Q: 3 clusters Score -5513526 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -5514369.000000 Penalty: 5295.662598
	Iteration 4Q: 3 clusters Score -5514369 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -5515637.500000 Penalty: 5295.662598
	Iteration 5F: 3 clusters Score -5515638 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -5517593.500000 Penalty: 5295.662598
	Iteration 6F: 3 clusters Score -5517594 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -5520396.500000 Penalty: 5295.662598
	Iteration 7F: 3 clusters Score -5520396 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -5523521.500000 Penalty: 5295.662598
	Iteration 8F: 3 clusters Score -5523522 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -5525893.000000 Penalty: 5295.662598
	Iteration 9F: 3 clusters Score -5525893 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -5527207.000000 Penalty: 5295.662598
	Iteration 10Q: 3 clusters Score -5527207 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -5527693.000000 Penalty: 5295.662598
	Iteration 11Q: 3 clusters Score -5527693 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -5527862.500000 Penalty: 5295.662598
	Iteration 12Q: 3 clusters Score -5527862 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -5527953.500000 Penalty: 5295.662598
	Iteration 13Q: 3 clusters Score -5527954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -5527980.000000 Penalty: 5295.662598
	Iteration 14Q: 3 clusters Score -5527980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -5527993.000000 Penalty: 5295.662598
	Iteration 15Q: 3 clusters Score -5527993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -5528014.500000 Penalty: 5295.662598
	Iteration 16Q: 3 clusters Score -5528014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -5528036.000000 Penalty: 5295.662598
	Iteration 17Q: 3 clusters Score -5528036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -5528064.000000 Penalty: 5295.662598
	Iteration 18Q: 3 clusters Score -5528064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -5528073.000000 Penalty: 5295.662598
	Iteration 19Q: 3 clusters Score -5528073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -5528072.000000 Penalty: 5295.662598
	Iteration 20F: 3 clusters Score -5528072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -31270.884766 Penalty: 1398.312012
	Iteration 0F: 2 clusters Score -31270.88 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 155 members 
Entering Unmasked Estep 
Score: -29982.828125 Penalty: 2796.624023
	Iteration 0F: 3 clusters Score -29982.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30089.074219 Penalty: 2796.624023
	Iteration 1F: 3 clusters Score -30089.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30118.712891 Penalty: 2796.624023
	Iteration 2Q: 3 clusters Score -30118.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30125.988281 Penalty: 2796.624023
	Iteration 3Q: 3 clusters Score -30125.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30125.988281 Penalty: 2796.624023
	Iteration 4F: 3 clusters Score -30125.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95851 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36051 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172292 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278528 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178205 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49904 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294776.000000 Penalty: 71765.531250
Iteration 439Q: 22 clusters Score -1.192948e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95849 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30306 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36051 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172293 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278526 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178206 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49904 members 
Mstep: Class 20 contains 43337 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294792.000000 Penalty: 71765.531250
Iteration 440F: 22 clusters Score -1.192948e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95847 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30306 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36050 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172293 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278527 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178207 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49904 members 
Mstep: Class 20 contains 43338 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294784.000000 Penalty: 71765.531250
Iteration 441Q: 22 clusters Score -1.192948e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95846 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36049 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172296 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278528 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178206 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49904 members 
Mstep: Class 20 contains 43338 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294816.000000 Penalty: 71765.531250
Iteration 442Q: 22 clusters Score -1.192948e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95844 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30304 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36046 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172294 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278533 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178210 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49903 members 
Mstep: Class 20 contains 43338 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294832.000000 Penalty: 71765.531250
Iteration 443Q: 22 clusters Score -1.192948e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95843 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172293 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278536 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178209 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49904 members 
Mstep: Class 20 contains 43337 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294800.000000 Penalty: 71765.531250
Iteration 444Q: 22 clusters Score -1.192948e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95841 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30304 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172292 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278539 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178209 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49905 members 
Mstep: Class 20 contains 43337 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294832.000000 Penalty: 71765.531250
Iteration 445Q: 22 clusters Score -1.192948e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95841 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172291 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278541 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178209 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49905 members 
Mstep: Class 20 contains 43337 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294792.000000 Penalty: 71765.531250
Iteration 446Q: 22 clusters Score -1.192948e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95841 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172290 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278542 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178209 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49905 members 
Mstep: Class 20 contains 43337 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294800.000000 Penalty: 71765.531250
Iteration 447Q: 22 clusters Score -1.192948e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95842 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172289 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278543 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178208 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49905 members 
Mstep: Class 20 contains 43337 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294768.000000 Penalty: 71765.531250
Iteration 448Q: 22 clusters Score -1.192948e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95842 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172291 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278541 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178207 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43337 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294784.000000 Penalty: 71765.531250
Iteration 449Q: 22 clusters Score -1.192948e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95842 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30304 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172292 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278541 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178205 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43337 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294808.000000 Penalty: 71765.531250
Iteration 450Q: 22 clusters Score -1.192948e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95838 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172292 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278543 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178208 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43337 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294848.000000 Penalty: 71765.531250
Iteration 451Q: 22 clusters Score -1.192948e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95835 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30304 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172291 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278545 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178210 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294784.000000 Penalty: 71765.531250
Iteration 452Q: 22 clusters Score -1.192948e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95833 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30304 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172292 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278545 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178211 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294800.000000 Penalty: 71765.531250
Iteration 453Q: 22 clusters Score -1.192948e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95831 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30304 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172294 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278544 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178212 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294808.000000 Penalty: 71765.531250
Iteration 454Q: 22 clusters Score -1.192948e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 95826 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36044 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172296 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278546 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178215 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294728.000000 Penalty: 71765.531250
Iteration 455Q: 22 clusters Score -1.192947e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 95824 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36044 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172299 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278548 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178211 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294776.000000 Penalty: 71765.531250
Iteration 456Q: 22 clusters Score -1.192948e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 95822 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36044 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172299 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278550 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178211 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294800.000000 Penalty: 71765.531250
Iteration 457Q: 22 clusters Score -1.192948e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 95820 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172299 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278554 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178208 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294792.000000 Penalty: 71765.531250
Iteration 458Q: 22 clusters Score -1.192948e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 95817 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172298 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278557 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178209 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294832.000000 Penalty: 71765.531250
Iteration 459Q: 22 clusters Score -1.192948e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 95816 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172298 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278556 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178211 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294848.000000 Penalty: 71765.531250
Iteration 460F: 22 clusters Score -1.192948e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 95816 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172298 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278554 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178213 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294872.000000 Penalty: 71765.531250
Iteration 461Q: 22 clusters Score -1.192949e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 95816 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172298 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278552 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178215 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294864.000000 Penalty: 71765.531250
Iteration 462Q: 22 clusters Score -1.192949e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 95816 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172298 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278549 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178218 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294880.000000 Penalty: 71765.531250
Iteration 463Q: 22 clusters Score -1.192949e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 95816 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172298 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278549 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178216 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294880.000000 Penalty: 71765.531250
Iteration 464Q: 22 clusters Score -1.192949e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 95816 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172298 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278550 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178215 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294848.000000 Penalty: 71765.531250
Iteration 465Q: 22 clusters Score -1.192948e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 95815 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172297 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278552 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178215 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294872.000000 Penalty: 71765.531250
Iteration 466Q: 22 clusters Score -1.192949e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 95814 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172297 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278553 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178215 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294864.000000 Penalty: 71765.531250
Iteration 467Q: 22 clusters Score -1.192949e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 95814 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33123 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172297 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278554 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178214 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43336 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294856.000000 Penalty: 71765.531250
Iteration 468Q: 22 clusters Score -1.192949e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 95815 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33124 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172298 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278553 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178213 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43335 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294816.000000 Penalty: 71765.531250
Iteration 469Q: 22 clusters Score -1.192948e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 95815 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33124 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172299 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278552 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178213 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43335 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294824.000000 Penalty: 71765.531250
Iteration 470Q: 22 clusters Score -1.192948e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 95814 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33124 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172300 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278552 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178213 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43335 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294824.000000 Penalty: 71765.531250
Iteration 471Q: 22 clusters Score -1.192948e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 95814 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33124 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172300 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278552 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178213 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43335 members 
Mstep: Class 21 contains 281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294824.000000 Penalty: 71765.531250
Iteration 472F: 22 clusters Score -1.192948e+08 nChanged 0
Entering ConstructFrom: 
Score: -119294824.000000 Penalty: 71765.531250
Entering ConstructFrom: 
Trying to split cluster 1 (13594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Entering Unmasked Estep 
Score: -1623275.875000 Penalty: 2360.311035
	Iteration 0F: 2 clusters Score -1623276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1613384.375000 Penalty: 4720.622070
	Iteration 0F: 3 clusters Score -1613384 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1617054.875000 Penalty: 4720.622070
	Iteration 1F: 3 clusters Score -1617055 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1618159.125000 Penalty: 4720.622070
	Iteration 2F: 3 clusters Score -1618159 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1619387.000000 Penalty: 4720.622070
	Iteration 3F: 3 clusters Score -1619387 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1620465.375000 Penalty: 4720.622070
	Iteration 4F: 3 clusters Score -1620465 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1621096.750000 Penalty: 4720.622070
	Iteration 5F: 3 clusters Score -1621097 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1621383.250000 Penalty: 4720.622070
	Iteration 6Q: 3 clusters Score -1621383 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1621513.375000 Penalty: 4720.622070
	Iteration 7Q: 3 clusters Score -1621513 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1621586.875000 Penalty: 4720.622070
	Iteration 8Q: 3 clusters Score -1621587 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1621628.625000 Penalty: 4720.622070
	Iteration 9Q: 3 clusters Score -1621629 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1621647.500000 Penalty: 4720.622070
	Iteration 10Q: 3 clusters Score -1621648 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1621665.875000 Penalty: 4720.622070
	Iteration 11Q: 3 clusters Score -1621666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1621677.000000 Penalty: 4720.622070
	Iteration 12Q: 3 clusters Score -1621677 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1621691.000000 Penalty: 4720.622070
	Iteration 13Q: 3 clusters Score -1621691 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1621707.000000 Penalty: 4720.622070
	Iteration 14Q: 3 clusters Score -1621707 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1621716.500000 Penalty: 4720.622070
	Iteration 15Q: 3 clusters Score -1621716 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1621731.125000 Penalty: 4720.622070
	Iteration 16Q: 3 clusters Score -1621731 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1621739.750000 Penalty: 4720.622070
	Iteration 17Q: 3 clusters Score -1621740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1621755.375000 Penalty: 4720.622070
	Iteration 18Q: 3 clusters Score -1621755 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1621767.875000 Penalty: 4720.622070
	Iteration 19Q: 3 clusters Score -1621768 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1621782.125000 Penalty: 4720.622070
	Iteration 20F: 3 clusters Score -1621782 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1621797.000000 Penalty: 4720.622070
	Iteration 21Q: 3 clusters Score -1621797 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1621810.375000 Penalty: 4720.622070
	Iteration 22Q: 3 clusters Score -1621810 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1621818.750000 Penalty: 4720.622070
	Iteration 23Q: 3 clusters Score -1621819 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1621838.625000 Penalty: 4720.622070
	Iteration 24Q: 3 clusters Score -1621839 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1621855.625000 Penalty: 4720.622070
	Iteration 25Q: 3 clusters Score -1621856 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1621869.375000 Penalty: 4720.622070
	Iteration 26Q: 3 clusters Score -1621869 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1621888.250000 Penalty: 4720.622070
	Iteration 27Q: 3 clusters Score -1621888 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1621897.000000 Penalty: 4720.622070
	Iteration 28Q: 3 clusters Score -1621897 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1621913.500000 Penalty: 4720.622070
	Iteration 29Q: 3 clusters Score -1621914 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1621923.500000 Penalty: 4720.622070
	Iteration 30Q: 3 clusters Score -1621924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1621943.000000 Penalty: 4720.622070
	Iteration 31Q: 3 clusters Score -1621943 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1621954.375000 Penalty: 4720.622070
	Iteration 32Q: 3 clusters Score -1621954 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1621967.125000 Penalty: 4720.622070
	Iteration 33Q: 3 clusters Score -1621967 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1621973.000000 Penalty: 4720.622070
	Iteration 34Q: 3 clusters Score -1621973 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1621986.875000 Penalty: 4720.622070
	Iteration 35Q: 3 clusters Score -1621987 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1621995.375000 Penalty: 4720.622070
	Iteration 36Q: 3 clusters Score -1621995 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1622013.000000 Penalty: 4720.622070
	Iteration 37Q: 3 clusters Score -1622013 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1622025.500000 Penalty: 4720.622070
	Iteration 38Q: 3 clusters Score -1622026 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1622039.375000 Penalty: 4720.622070
	Iteration 39Q: 3 clusters Score -1622039 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1622055.375000 Penalty: 4720.622070
	Iteration 40F: 3 clusters Score -1622055 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1622067.625000 Penalty: 4720.622070
	Iteration 41Q: 3 clusters Score -1622068 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1622078.375000 Penalty: 4720.622070
	Iteration 42Q: 3 clusters Score -1622078 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1622092.125000 Penalty: 4720.622070
	Iteration 43Q: 3 clusters Score -1622092 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1622098.375000 Penalty: 4720.622070
	Iteration 44Q: 3 clusters Score -1622098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1622107.750000 Penalty: 4720.622070
	Iteration 45Q: 3 clusters Score -1622108 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1622111.375000 Penalty: 4720.622070
	Iteration 46Q: 3 clusters Score -1622111 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1622118.625000 Penalty: 4720.622070
	Iteration 47Q: 3 clusters Score -1622119 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1622125.250000 Penalty: 4720.622070
	Iteration 48Q: 3 clusters Score -1622125 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1622139.625000 Penalty: 4720.622070
	Iteration 49Q: 3 clusters Score -1622140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1622145.625000 Penalty: 4720.622070
	Iteration 50Q: 3 clusters Score -1622146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1622151.875000 Penalty: 4720.622070
	Iteration 51Q: 3 clusters Score -1622152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1622159.250000 Penalty: 4720.622070
	Iteration 52Q: 3 clusters Score -1622159 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1622168.750000 Penalty: 4720.622070
	Iteration 53Q: 3 clusters Score -1622169 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1622177.750000 Penalty: 4720.622070
	Iteration 54Q: 3 clusters Score -1622178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1622188.500000 Penalty: 4720.622070
	Iteration 55Q: 3 clusters Score -1622188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1622195.500000 Penalty: 4720.622070
	Iteration 56Q: 3 clusters Score -1622196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1622198.250000 Penalty: 4720.622070
	Iteration 57Q: 3 clusters Score -1622198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1622202.875000 Penalty: 4720.622070
	Iteration 58Q: 3 clusters Score -1622203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1622211.875000 Penalty: 4720.622070
	Iteration 59Q: 3 clusters Score -1622212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1622209.250000 Penalty: 4720.622070
	Iteration 60F: 3 clusters Score -1622209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1622213.000000 Penalty: 4720.622070
	Iteration 61Q: 3 clusters Score -1622213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1622214.375000 Penalty: 4720.622070
	Iteration 62Q: 3 clusters Score -1622214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1622221.375000 Penalty: 4720.622070
	Iteration 63Q: 3 clusters Score -1622221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1622223.750000 Penalty: 4720.622070
	Iteration 64Q: 3 clusters Score -1622224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1622224.875000 Penalty: 4720.622070
	Iteration 65Q: 3 clusters Score -1622225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1622225.625000 Penalty: 4720.622070
	Iteration 66Q: 3 clusters Score -1622226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1622229.500000 Penalty: 4720.622070
	Iteration 67Q: 3 clusters Score -1622230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1622237.875000 Penalty: 4720.622070
	Iteration 68Q: 3 clusters Score -1622238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1622234.625000 Penalty: 4720.622070
	Iteration 69Q: 3 clusters Score -1622235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1622237.750000 Penalty: 4720.622070
	Iteration 70Q: 3 clusters Score -1622238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1622246.625000 Penalty: 4720.622070
	Iteration 71Q: 3 clusters Score -1622247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1622250.500000 Penalty: 4720.622070
	Iteration 72Q: 3 clusters Score -1622250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1622251.000000 Penalty: 4720.622070
	Iteration 73Q: 3 clusters Score -1622251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1622248.875000 Penalty: 4720.622070
	Iteration 74Q: 3 clusters Score -1622249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1622259.000000 Penalty: 4720.622070
	Iteration 75Q: 3 clusters Score -1622259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1622259.250000 Penalty: 4720.622070
	Iteration 76Q: 3 clusters Score -1622259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1622262.000000 Penalty: 4720.622070
	Iteration 77Q: 3 clusters Score -1622262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1622265.000000 Penalty: 4720.622070
	Iteration 78Q: 3 clusters Score -1622265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1622271.375000 Penalty: 4720.622070
	Iteration 79Q: 3 clusters Score -1622271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1622269.375000 Penalty: 4720.622070
	Iteration 80F: 3 clusters Score -1622269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1622270.750000 Penalty: 4720.622070
	Iteration 81Q: 3 clusters Score -1622271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1622272.875000 Penalty: 4720.622070
	Iteration 82Q: 3 clusters Score -1622273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1622274.375000 Penalty: 4720.622070
	Iteration 83Q: 3 clusters Score -1622274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1622277.125000 Penalty: 4720.622070
	Iteration 84Q: 3 clusters Score -1622277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1622277.500000 Penalty: 4720.622070
	Iteration 85Q: 3 clusters Score -1622278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1622281.250000 Penalty: 4720.622070
	Iteration 86Q: 3 clusters Score -1622281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1622284.625000 Penalty: 4720.622070
	Iteration 87Q: 3 clusters Score -1622285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1622285.000000 Penalty: 4720.622070
	Iteration 88Q: 3 clusters Score -1622285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1622289.750000 Penalty: 4720.622070
	Iteration 89Q: 3 clusters Score -1622290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1622286.875000 Penalty: 4720.622070
	Iteration 90Q: 3 clusters Score -1622287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1622291.250000 Penalty: 4720.622070
	Iteration 91Q: 3 clusters Score -1622291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1622290.750000 Penalty: 4720.622070
	Iteration 92Q: 3 clusters Score -1622291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1622291.750000 Penalty: 4720.622070
	Iteration 93Q: 3 clusters Score -1622292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1622293.250000 Penalty: 4720.622070
	Iteration 94Q: 3 clusters Score -1622293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1622297.375000 Penalty: 4720.622070
	Iteration 95Q: 3 clusters Score -1622297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1622295.500000 Penalty: 4720.622070
	Iteration 96Q: 3 clusters Score -1622296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1622302.375000 Penalty: 4720.622070
	Iteration 97Q: 3 clusters Score -1622302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1622303.125000 Penalty: 4720.622070
	Iteration 98Q: 3 clusters Score -1622303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1622304.500000 Penalty: 4720.622070
	Iteration 99Q: 3 clusters Score -1622304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1622308.250000 Penalty: 4720.622070
	Iteration 100F: 3 clusters Score -1622308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1622310.000000 Penalty: 4720.622070
	Iteration 101Q: 3 clusters Score -1622310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1622306.625000 Penalty: 4720.622070
	Iteration 102Q: 3 clusters Score -1622307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1622312.250000 Penalty: 4720.622070
	Iteration 103Q: 3 clusters Score -1622312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1622311.750000 Penalty: 4720.622070
	Iteration 104Q: 3 clusters Score -1622312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1622312.250000 Penalty: 4720.622070
	Iteration 105Q: 3 clusters Score -1622312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1622314.875000 Penalty: 4720.622070
	Iteration 106Q: 3 clusters Score -1622315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1622318.125000 Penalty: 4720.622070
	Iteration 107Q: 3 clusters Score -1622318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1622316.500000 Penalty: 4720.622070
	Iteration 108Q: 3 clusters Score -1622316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1622319.625000 Penalty: 4720.622070
	Iteration 109Q: 3 clusters Score -1622320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1622318.000000 Penalty: 4720.622070
	Iteration 110Q: 3 clusters Score -1622318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1622318.375000 Penalty: 4720.622070
	Iteration 111Q: 3 clusters Score -1622318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1622316.250000 Penalty: 4720.622070
	Iteration 112Q: 3 clusters Score -1622316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1622317.375000 Penalty: 4720.622070
	Iteration 113Q: 3 clusters Score -1622317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1622316.625000 Penalty: 4720.622070
	Iteration 114Q: 3 clusters Score -1622317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1622316.875000 Penalty: 4720.622070
	Iteration 115Q: 3 clusters Score -1622317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1622315.750000 Penalty: 4720.622070
	Iteration 116Q: 3 clusters Score -1622316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1622318.125000 Penalty: 4720.622070
	Iteration 117Q: 3 clusters Score -1622318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1622322.250000 Penalty: 4720.622070
	Iteration 118Q: 3 clusters Score -1622322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1622319.375000 Penalty: 4720.622070
	Iteration 119Q: 3 clusters Score -1622319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1622320.000000 Penalty: 4720.622070
	Iteration 120F: 3 clusters Score -1622320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1622317.500000 Penalty: 4720.622070
	Iteration 121Q: 3 clusters Score -1622318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1622318.500000 Penalty: 4720.622070
	Iteration 122Q: 3 clusters Score -1622318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1622319.000000 Penalty: 4720.622070
	Iteration 123Q: 3 clusters Score -1622319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1622320.875000 Penalty: 4720.622070
	Iteration 124Q: 3 clusters Score -1622321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1622319.750000 Penalty: 4720.622070
	Iteration 125Q: 3 clusters Score -1622320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1622317.500000 Penalty: 4720.622070
	Iteration 126Q: 3 clusters Score -1622318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1622318.125000 Penalty: 4720.622070
	Iteration 127Q: 3 clusters Score -1622318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1622320.125000 Penalty: 4720.622070
	Iteration 128Q: 3 clusters Score -1622320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1622320.125000 Penalty: 4720.622070
	Iteration 129F: 3 clusters Score -1622320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (95814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Entering Unmasked Estep 
Score: -12127738.000000 Penalty: 2844.600830
	Iteration 0F: 2 clusters Score -1.212774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -12063488.000000 Penalty: 5689.201660
	Iteration 0F: 3 clusters Score -1.206349e+07 nChanged 45368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -12089121.000000 Penalty: 5689.201660
	Iteration 1F: 3 clusters Score -1.208912e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -12089848.000000 Penalty: 5689.201660
	Iteration 2Q: 3 clusters Score -1.208985e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -12090683.000000 Penalty: 5689.201660
	Iteration 3Q: 3 clusters Score -1.209068e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -12091587.000000 Penalty: 5689.201660
	Iteration 4Q: 3 clusters Score -1.209159e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -12092903.000000 Penalty: 5689.201660
	Iteration 5Q: 3 clusters Score -1.20929e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -12094651.000000 Penalty: 5689.201660
	Iteration 6Q: 3 clusters Score -1.209465e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -12096957.000000 Penalty: 5689.201660
	Iteration 7F: 3 clusters Score -1.209696e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -12100429.000000 Penalty: 5689.201660
	Iteration 8F: 3 clusters Score -1.210043e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63153 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -12105494.000000 Penalty: 5689.201660
	Iteration 9F: 3 clusters Score -1.210549e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67574 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -12111119.000000 Penalty: 5689.201660
	Iteration 10F: 3 clusters Score -1.211112e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71004 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -12115351.000000 Penalty: 5689.201660
	Iteration 11F: 3 clusters Score -1.211535e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73411 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -12117304.000000 Penalty: 5689.201660
	Iteration 12Q: 3 clusters Score -1.21173e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75341 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -12118249.000000 Penalty: 5689.201660
	Iteration 13Q: 3 clusters Score -1.211825e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77180 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -12119083.000000 Penalty: 5689.201660
	Iteration 14Q: 3 clusters Score -1.211908e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78941 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -12119849.000000 Penalty: 5689.201660
	Iteration 15Q: 3 clusters Score -1.211985e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80590 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -12120549.000000 Penalty: 5689.201660
	Iteration 16Q: 3 clusters Score -1.212055e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82157 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -12121193.000000 Penalty: 5689.201660
	Iteration 17Q: 3 clusters Score -1.212119e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83595 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -12121719.000000 Penalty: 5689.201660
	Iteration 18Q: 3 clusters Score -1.212172e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84873 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -12122286.000000 Penalty: 5689.201660
	Iteration 19Q: 3 clusters Score -1.212229e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85969 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -12122661.000000 Penalty: 5689.201660
	Iteration 20F: 3 clusters Score -1.212266e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86986 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -12123113.000000 Penalty: 5689.201660
	Iteration 21Q: 3 clusters Score -1.212311e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87954 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -12123521.000000 Penalty: 5689.201660
	Iteration 22Q: 3 clusters Score -1.212352e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88853 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -12123864.000000 Penalty: 5689.201660
	Iteration 23Q: 3 clusters Score -1.212386e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89678 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -12124243.000000 Penalty: 5689.201660
	Iteration 24Q: 3 clusters Score -1.212424e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90381 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -12124546.000000 Penalty: 5689.201660
	Iteration 25Q: 3 clusters Score -1.212455e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90973 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -12124771.000000 Penalty: 5689.201660
	Iteration 26Q: 3 clusters Score -1.212477e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91469 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -12124957.000000 Penalty: 5689.201660
	Iteration 27Q: 3 clusters Score -1.212496e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91900 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -12125148.000000 Penalty: 5689.201660
	Iteration 28Q: 3 clusters Score -1.212515e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -12125374.000000 Penalty: 5689.201660
	Iteration 29Q: 3 clusters Score -1.212537e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92590 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -12125528.000000 Penalty: 5689.201660
	Iteration 30Q: 3 clusters Score -1.212553e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92850 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -12125663.000000 Penalty: 5689.201660
	Iteration 31Q: 3 clusters Score -1.212566e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93031 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -12125744.000000 Penalty: 5689.201660
	Iteration 32Q: 3 clusters Score -1.212574e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93144 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -12125779.000000 Penalty: 5689.201660
	Iteration 33Q: 3 clusters Score -1.212578e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93241 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -12125822.000000 Penalty: 5689.201660
	Iteration 34Q: 3 clusters Score -1.212582e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93307 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -12125860.000000 Penalty: 5689.201660
	Iteration 35Q: 3 clusters Score -1.212586e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93370 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -12125839.000000 Penalty: 5689.201660
	Iteration 36Q: 3 clusters Score -1.212584e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93426 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -12125843.000000 Penalty: 5689.201660
	Iteration 37Q: 3 clusters Score -1.212584e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93476 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -12125851.000000 Penalty: 5689.201660
	Iteration 38Q: 3 clusters Score -1.212585e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93513 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -12125851.000000 Penalty: 5689.201660
	Iteration 39Q: 3 clusters Score -1.212585e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93552 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -12125871.000000 Penalty: 5689.201660
	Iteration 40F: 3 clusters Score -1.212587e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93596 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -12125892.000000 Penalty: 5689.201660
	Iteration 41Q: 3 clusters Score -1.212589e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93635 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -12125895.000000 Penalty: 5689.201660
	Iteration 42Q: 3 clusters Score -1.21259e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93672 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -12125939.000000 Penalty: 5689.201660
	Iteration 43Q: 3 clusters Score -1.212594e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93708 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -12125954.000000 Penalty: 5689.201660
	Iteration 44Q: 3 clusters Score -1.212595e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93749 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -12125981.000000 Penalty: 5689.201660
	Iteration 45Q: 3 clusters Score -1.212598e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93790 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -12125993.000000 Penalty: 5689.201660
	Iteration 46Q: 3 clusters Score -1.212599e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93819 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -12126001.000000 Penalty: 5689.201660
	Iteration 47Q: 3 clusters Score -1.2126e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93845 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -12126006.000000 Penalty: 5689.201660
	Iteration 48Q: 3 clusters Score -1.212601e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93862 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -12126021.000000 Penalty: 5689.201660
	Iteration 49Q: 3 clusters Score -1.212602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93874 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -12126016.000000 Penalty: 5689.201660
	Iteration 50Q: 3 clusters Score -1.212602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93878 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -12126016.000000 Penalty: 5689.201660
	Iteration 51Q: 3 clusters Score -1.212602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93889 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -12126010.000000 Penalty: 5689.201660
	Iteration 52Q: 3 clusters Score -1.212601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93893 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -12125997.000000 Penalty: 5689.201660
	Iteration 53Q: 3 clusters Score -1.2126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93901 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -12126007.000000 Penalty: 5689.201660
	Iteration 54Q: 3 clusters Score -1.212601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93909 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -12126007.000000 Penalty: 5689.201660
	Iteration 55Q: 3 clusters Score -1.212601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93915 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -12126021.000000 Penalty: 5689.201660
	Iteration 56Q: 3 clusters Score -1.212602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93920 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -12126023.000000 Penalty: 5689.201660
	Iteration 57Q: 3 clusters Score -1.212602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93923 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -12126028.000000 Penalty: 5689.201660
	Iteration 58Q: 3 clusters Score -1.212603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93927 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -12126020.000000 Penalty: 5689.201660
	Iteration 59Q: 3 clusters Score -1.212602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93937 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -12126041.000000 Penalty: 5689.201660
	Iteration 60F: 3 clusters Score -1.212604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93945 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -12126044.000000 Penalty: 5689.201660
	Iteration 61Q: 3 clusters Score -1.212604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93952 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -12126038.000000 Penalty: 5689.201660
	Iteration 62Q: 3 clusters Score -1.212604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93960 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -12126040.000000 Penalty: 5689.201660
	Iteration 63Q: 3 clusters Score -1.212604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93966 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -12126044.000000 Penalty: 5689.201660
	Iteration 64Q: 3 clusters Score -1.212604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93969 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -12126060.000000 Penalty: 5689.201660
	Iteration 65Q: 3 clusters Score -1.212606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93971 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -12126048.000000 Penalty: 5689.201660
	Iteration 66Q: 3 clusters Score -1.212605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93973 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -12126049.000000 Penalty: 5689.201660
	Iteration 67Q: 3 clusters Score -1.212605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93975 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -12126043.000000 Penalty: 5689.201660
	Iteration 68Q: 3 clusters Score -1.212604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93974 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -12126035.000000 Penalty: 5689.201660
	Iteration 69Q: 3 clusters Score -1.212604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93974 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -12126035.000000 Penalty: 5689.201660
	Iteration 70F: 3 clusters Score -1.212604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -255761.546875 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -255761.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -253027.937500 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -253027.9 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -253559.250000 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -253559.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -253709.812500 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -253709.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -253790.203125 Penalty: 3803.606201
	Iteration 3Q: 3 clusters Score -253790.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -253862.125000 Penalty: 3803.606201
	Iteration 4Q: 3 clusters Score -253862.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -253946.109375 Penalty: 3803.606201
	Iteration 5Q: 3 clusters Score -253946.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -254015.312500 Penalty: 3803.606201
	Iteration 6Q: 3 clusters Score -254015.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -254066.921875 Penalty: 3803.606201
	Iteration 7Q: 3 clusters Score -254066.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -254103.703125 Penalty: 3803.606201
	Iteration 8Q: 3 clusters Score -254103.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -254138.312500 Penalty: 3803.606201
	Iteration 9Q: 3 clusters Score -254138.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -254174.640625 Penalty: 3803.606201
	Iteration 10Q: 3 clusters Score -254174.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -254210.359375 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -254210.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -254242.187500 Penalty: 3803.606201
	Iteration 12Q: 3 clusters Score -254242.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -254272.140625 Penalty: 3803.606201
	Iteration 13Q: 3 clusters Score -254272.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -254308.546875 Penalty: 3803.606201
	Iteration 14Q: 3 clusters Score -254308.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -254336.812500 Penalty: 3803.606201
	Iteration 15Q: 3 clusters Score -254336.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -254365.156250 Penalty: 3803.606201
	Iteration 16Q: 3 clusters Score -254365.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -254404.578125 Penalty: 3803.606201
	Iteration 17Q: 3 clusters Score -254404.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -254453.031250 Penalty: 3803.606201
	Iteration 18Q: 3 clusters Score -254453 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -254496.921875 Penalty: 3803.606201
	Iteration 19Q: 3 clusters Score -254496.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -254540.093750 Penalty: 3803.606201
	Iteration 20F: 3 clusters Score -254540.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -254575.203125 Penalty: 3803.606201
	Iteration 21Q: 3 clusters Score -254575.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -254604.765625 Penalty: 3803.606201
	Iteration 22Q: 3 clusters Score -254604.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -254643.421875 Penalty: 3803.606201
	Iteration 23Q: 3 clusters Score -254643.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -254679.609375 Penalty: 3803.606201
	Iteration 24Q: 3 clusters Score -254679.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -254722.156250 Penalty: 3803.606201
	Iteration 25Q: 3 clusters Score -254722.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -254798.984375 Penalty: 3803.606201
	Iteration 26Q: 3 clusters Score -254799 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -254886.234375 Penalty: 3803.606201
	Iteration 27Q: 3 clusters Score -254886.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -254955.531250 Penalty: 3803.606201
	Iteration 28Q: 3 clusters Score -254955.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -255004.125000 Penalty: 3803.606201
	Iteration 29Q: 3 clusters Score -255004.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -255032.203125 Penalty: 3803.606201
	Iteration 30Q: 3 clusters Score -255032.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -255061.187500 Penalty: 3803.606201
	Iteration 31Q: 3 clusters Score -255061.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -255078.109375 Penalty: 3803.606201
	Iteration 32Q: 3 clusters Score -255078.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -255085.796875 Penalty: 3803.606201
	Iteration 33Q: 3 clusters Score -255085.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -255089.578125 Penalty: 3803.606201
	Iteration 34Q: 3 clusters Score -255089.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -255092.437500 Penalty: 3803.606201
	Iteration 35Q: 3 clusters Score -255092.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -255092.968750 Penalty: 3803.606201
	Iteration 36Q: 3 clusters Score -255093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -255093.312500 Penalty: 3803.606201
	Iteration 37Q: 3 clusters Score -255093.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -255094.281250 Penalty: 3803.606201
	Iteration 38Q: 3 clusters Score -255094.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -255094.328125 Penalty: 3803.606201
	Iteration 39Q: 3 clusters Score -255094.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -255094.953125 Penalty: 3803.606201
	Iteration 40F: 3 clusters Score -255095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Entering Unmasked Estep 
Score: -3866525.250000 Penalty: 2559.112549
	Iteration 0F: 2 clusters Score -3866525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3845752.250000 Penalty: 5118.225098
	Iteration 0F: 3 clusters Score -3845752 nChanged 13719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3853084.250000 Penalty: 5118.225098
	Iteration 1F: 3 clusters Score -3853084 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -3853516.500000 Penalty: 5118.225098
	Iteration 2Q: 3 clusters Score -3853516 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -3853909.500000 Penalty: 5118.225098
	Iteration 3Q: 3 clusters Score -3853910 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -3854285.500000 Penalty: 5118.225098
	Iteration 4Q: 3 clusters Score -3854286 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -3854666.500000 Penalty: 5118.225098
	Iteration 5Q: 3 clusters Score -3854666 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -3855108.500000 Penalty: 5118.225098
	Iteration 6Q: 3 clusters Score -3855108 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -3855631.250000 Penalty: 5118.225098
	Iteration 7Q: 3 clusters Score -3855631 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -3856279.750000 Penalty: 5118.225098
	Iteration 8Q: 3 clusters Score -3856280 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -3857127.000000 Penalty: 5118.225098
	Iteration 9Q: 3 clusters Score -3857127 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -3858084.000000 Penalty: 5118.225098
	Iteration 10Q: 3 clusters Score -3858084 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3859193.750000 Penalty: 5118.225098
	Iteration 11F: 3 clusters Score -3859194 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -3860309.000000 Penalty: 5118.225098
	Iteration 12Q: 3 clusters Score -3860309 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -3861335.000000 Penalty: 5118.225098
	Iteration 13Q: 3 clusters Score -3861335 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3862195.250000 Penalty: 5118.225098
	Iteration 14Q: 3 clusters Score -3862195 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3862864.250000 Penalty: 5118.225098
	Iteration 15Q: 3 clusters Score -3862864 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3863310.500000 Penalty: 5118.225098
	Iteration 16Q: 3 clusters Score -3863310 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -3863598.500000 Penalty: 5118.225098
	Iteration 17Q: 3 clusters Score -3863598 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -3863784.500000 Penalty: 5118.225098
	Iteration 18Q: 3 clusters Score -3863784 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -3863912.000000 Penalty: 5118.225098
	Iteration 19Q: 3 clusters Score -3863912 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -3864001.500000 Penalty: 5118.225098
	Iteration 20F: 3 clusters Score -3864002 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -3864070.750000 Penalty: 5118.225098
	Iteration 21Q: 3 clusters Score -3864071 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -3864121.500000 Penalty: 5118.225098
	Iteration 22Q: 3 clusters Score -3864122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -3864175.250000 Penalty: 5118.225098
	Iteration 23Q: 3 clusters Score -3864175 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -3864212.500000 Penalty: 5118.225098
	Iteration 24Q: 3 clusters Score -3864212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -3864236.250000 Penalty: 5118.225098
	Iteration 25Q: 3 clusters Score -3864236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -3864260.000000 Penalty: 5118.225098
	Iteration 26Q: 3 clusters Score -3864260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -3864280.250000 Penalty: 5118.225098
	Iteration 27Q: 3 clusters Score -3864280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -3864294.500000 Penalty: 5118.225098
	Iteration 28Q: 3 clusters Score -3864294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -3864305.250000 Penalty: 5118.225098
	Iteration 29Q: 3 clusters Score -3864305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -3864313.000000 Penalty: 5118.225098
	Iteration 30Q: 3 clusters Score -3864313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -3864320.500000 Penalty: 5118.225098
	Iteration 31Q: 3 clusters Score -3864320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -3864324.750000 Penalty: 5118.225098
	Iteration 32Q: 3 clusters Score -3864325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -3864326.250000 Penalty: 5118.225098
	Iteration 33Q: 3 clusters Score -3864326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -3864325.500000 Penalty: 5118.225098
	Iteration 34Q: 3 clusters Score -3864326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -3864328.250000 Penalty: 5118.225098
	Iteration 35Q: 3 clusters Score -3864328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -3864330.250000 Penalty: 5118.225098
	Iteration 36Q: 3 clusters Score -3864330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -3864330.250000 Penalty: 5118.225098
	Iteration 37F: 3 clusters Score -3864330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Entering Unmasked Estep 
Score: -4225495.500000 Penalty: 2581.187256
	Iteration 0F: 2 clusters Score -4225496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -4202940.000000 Penalty: 5162.374512
	Iteration 0F: 3 clusters Score -4202940 nChanged 14950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -4210974.500000 Penalty: 5162.374512
	Iteration 1F: 3 clusters Score -4210974 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -4211410.000000 Penalty: 5162.374512
	Iteration 2Q: 3 clusters Score -4211410 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -4211788.000000 Penalty: 5162.374512
	Iteration 3Q: 3 clusters Score -4211788 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -4212180.500000 Penalty: 5162.374512
	Iteration 4Q: 3 clusters Score -4212180 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -4212632.500000 Penalty: 5162.374512
	Iteration 5Q: 3 clusters Score -4212632 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -4213104.000000 Penalty: 5162.374512
	Iteration 6Q: 3 clusters Score -4213104 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -4213663.500000 Penalty: 5162.374512
	Iteration 7Q: 3 clusters Score -4213664 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -4214339.500000 Penalty: 5162.374512
	Iteration 8Q: 3 clusters Score -4214340 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -4215180.000000 Penalty: 5162.374512
	Iteration 9Q: 3 clusters Score -4215180 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -4216211.000000 Penalty: 5162.374512
	Iteration 10Q: 3 clusters Score -4216211 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -4217519.500000 Penalty: 5162.374512
	Iteration 11Q: 3 clusters Score -4217520 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -4218830.000000 Penalty: 5162.374512
	Iteration 12Q: 3 clusters Score -4218830 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -4219913.500000 Penalty: 5162.374512
	Iteration 13Q: 3 clusters Score -4219914 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -4220696.500000 Penalty: 5162.374512
	Iteration 14Q: 3 clusters Score -4220696 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -4221181.500000 Penalty: 5162.374512
	Iteration 15Q: 3 clusters Score -4221182 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -4221485.500000 Penalty: 5162.374512
	Iteration 16Q: 3 clusters Score -4221486 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -4221707.500000 Penalty: 5162.374512
	Iteration 17Q: 3 clusters Score -4221708 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -4221902.500000 Penalty: 5162.374512
	Iteration 18Q: 3 clusters Score -4221902 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -4222063.500000 Penalty: 5162.374512
	Iteration 19Q: 3 clusters Score -4222064 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -4222204.500000 Penalty: 5162.374512
	Iteration 20F: 3 clusters Score -4222204 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -4222327.500000 Penalty: 5162.374512
	Iteration 21Q: 3 clusters Score -4222328 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -4222418.500000 Penalty: 5162.374512
	Iteration 22Q: 3 clusters Score -4222418 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -4222506.500000 Penalty: 5162.374512
	Iteration 23Q: 3 clusters Score -4222506 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -4222597.500000 Penalty: 5162.374512
	Iteration 24Q: 3 clusters Score -4222598 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -4222685.500000 Penalty: 5162.374512
	Iteration 25Q: 3 clusters Score -4222686 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -4222772.000000 Penalty: 5162.374512
	Iteration 26Q: 3 clusters Score -4222772 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -4222845.000000 Penalty: 5162.374512
	Iteration 27Q: 3 clusters Score -4222845 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -4222893.500000 Penalty: 5162.374512
	Iteration 28Q: 3 clusters Score -4222894 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -4222925.500000 Penalty: 5162.374512
	Iteration 29Q: 3 clusters Score -4222926 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -4222979.500000 Penalty: 5162.374512
	Iteration 30Q: 3 clusters Score -4222980 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -4223008.500000 Penalty: 5162.374512
	Iteration 31Q: 3 clusters Score -4223008 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -4223029.500000 Penalty: 5162.374512
	Iteration 32Q: 3 clusters Score -4223030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -4223052.500000 Penalty: 5162.374512
	Iteration 33Q: 3 clusters Score -4223052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -4223070.000000 Penalty: 5162.374512
	Iteration 34Q: 3 clusters Score -4223070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -4223086.000000 Penalty: 5162.374512
	Iteration 35Q: 3 clusters Score -4223086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -4223100.000000 Penalty: 5162.374512
	Iteration 36Q: 3 clusters Score -4223100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -4223119.000000 Penalty: 5162.374512
	Iteration 37Q: 3 clusters Score -4223119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -4223127.000000 Penalty: 5162.374512
	Iteration 38Q: 3 clusters Score -4223127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -4223132.500000 Penalty: 5162.374512
	Iteration 39Q: 3 clusters Score -4223132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -4223145.000000 Penalty: 5162.374512
	Iteration 40F: 3 clusters Score -4223145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -4223151.500000 Penalty: 5162.374512
	Iteration 41Q: 3 clusters Score -4223152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -4223157.000000 Penalty: 5162.374512
	Iteration 42Q: 3 clusters Score -4223157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -4223160.000000 Penalty: 5162.374512
	Iteration 43Q: 3 clusters Score -4223160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -4223179.000000 Penalty: 5162.374512
	Iteration 44Q: 3 clusters Score -4223179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -4223177.500000 Penalty: 5162.374512
	Iteration 45Q: 3 clusters Score -4223178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -4223180.000000 Penalty: 5162.374512
	Iteration 46Q: 3 clusters Score -4223180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -4223192.000000 Penalty: 5162.374512
	Iteration 47Q: 3 clusters Score -4223192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -4223199.000000 Penalty: 5162.374512
	Iteration 48Q: 3 clusters Score -4223199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -4223195.500000 Penalty: 5162.374512
	Iteration 49Q: 3 clusters Score -4223196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -4223200.500000 Penalty: 5162.374512
	Iteration 50Q: 3 clusters Score -4223200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -4223200.000000 Penalty: 5162.374512
	Iteration 51Q: 3 clusters Score -4223200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -4223196.000000 Penalty: 5162.374512
	Iteration 52Q: 3 clusters Score -4223196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -4223196.000000 Penalty: 5162.374512
	Iteration 53Q: 3 clusters Score -4223196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -4223197.000000 Penalty: 5162.374512
	Iteration 54Q: 3 clusters Score -4223197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -4223198.500000 Penalty: 5162.374512
	Iteration 55Q: 3 clusters Score -4223198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -4223198.500000 Penalty: 5162.374512
	Iteration 56F: 3 clusters Score -4223198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Entering Unmasked Estep 
Score: -4598620.000000 Penalty: 2602.145752
	Iteration 0F: 2 clusters Score -4598620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -4574070.000000 Penalty: 5204.291504
	Iteration 0F: 3 clusters Score -4574070 nChanged 16367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -4582917.500000 Penalty: 5204.291504
	Iteration 1F: 3 clusters Score -4582918 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4583276.000000 Penalty: 5204.291504
	Iteration 2Q: 3 clusters Score -4583276 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -4583636.500000 Penalty: 5204.291504
	Iteration 3Q: 3 clusters Score -4583636 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -4583910.500000 Penalty: 5204.291504
	Iteration 4Q: 3 clusters Score -4583910 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4584261.500000 Penalty: 5204.291504
	Iteration 5Q: 3 clusters Score -4584262 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -4584665.000000 Penalty: 5204.291504
	Iteration 6Q: 3 clusters Score -4584665 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -4585291.500000 Penalty: 5204.291504
	Iteration 7Q: 3 clusters Score -4585292 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -4586221.500000 Penalty: 5204.291504
	Iteration 8Q: 3 clusters Score -4586222 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -4587594.000000 Penalty: 5204.291504
	Iteration 9F: 3 clusters Score -4587594 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -4589552.000000 Penalty: 5204.291504
	Iteration 10F: 3 clusters Score -4589552 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -4591823.000000 Penalty: 5204.291504
	Iteration 11F: 3 clusters Score -4591823 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -4593798.000000 Penalty: 5204.291504
	Iteration 12F: 3 clusters Score -4593798 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -4595021.500000 Penalty: 5204.291504
	Iteration 13Q: 3 clusters Score -4595022 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -4595658.000000 Penalty: 5204.291504
	Iteration 14Q: 3 clusters Score -4595658 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -4596038.000000 Penalty: 5204.291504
	Iteration 15Q: 3 clusters Score -4596038 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -4596204.500000 Penalty: 5204.291504
	Iteration 16Q: 3 clusters Score -4596204 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -4596285.500000 Penalty: 5204.291504
	Iteration 17Q: 3 clusters Score -4596286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -4596332.500000 Penalty: 5204.291504
	Iteration 18Q: 3 clusters Score -4596332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -4596341.000000 Penalty: 5204.291504
	Iteration 19Q: 3 clusters Score -4596341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -4596367.500000 Penalty: 5204.291504
	Iteration 20F: 3 clusters Score -4596368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -4596398.000000 Penalty: 5204.291504
	Iteration 21Q: 3 clusters Score -4596398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -4596402.000000 Penalty: 5204.291504
	Iteration 22Q: 3 clusters Score -4596402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -4596421.000000 Penalty: 5204.291504
	Iteration 23Q: 3 clusters Score -4596421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -4596436.000000 Penalty: 5204.291504
	Iteration 24Q: 3 clusters Score -4596436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -4596446.000000 Penalty: 5204.291504
	Iteration 25Q: 3 clusters Score -4596446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -4596452.000000 Penalty: 5204.291504
	Iteration 26Q: 3 clusters Score -4596452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -4596450.500000 Penalty: 5204.291504
	Iteration 27Q: 3 clusters Score -4596450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -4596454.000000 Penalty: 5204.291504
	Iteration 28Q: 3 clusters Score -4596454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -4596454.500000 Penalty: 5204.291504
	Iteration 29Q: 3 clusters Score -4596454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -4596454.500000 Penalty: 5204.291504
	Iteration 30F: 3 clusters Score -4596454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Entering Unmasked Estep 
Score: -3051489.250000 Penalty: 2513.390381
	Iteration 0F: 2 clusters Score -3051489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -3034093.750000 Penalty: 5026.780762
	Iteration 0F: 3 clusters Score -3034094 nChanged 11233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -3040143.500000 Penalty: 5026.780762
	Iteration 1F: 3 clusters Score -3040144 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -3040597.250000 Penalty: 5026.780762
	Iteration 2Q: 3 clusters Score -3040597 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3041042.500000 Penalty: 5026.780762
	Iteration 3Q: 3 clusters Score -3041042 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -3041583.000000 Penalty: 5026.780762
	Iteration 4Q: 3 clusters Score -3041583 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -3042220.000000 Penalty: 5026.780762
	Iteration 5F: 3 clusters Score -3042220 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -3042960.250000 Penalty: 5026.780762
	Iteration 6F: 3 clusters Score -3042960 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -3043847.750000 Penalty: 5026.780762
	Iteration 7F: 3 clusters Score -3043848 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -3044760.000000 Penalty: 5026.780762
	Iteration 8F: 3 clusters Score -3044760 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -3045654.750000 Penalty: 5026.780762
	Iteration 9F: 3 clusters Score -3045655 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -3046367.750000 Penalty: 5026.780762
	Iteration 10Q: 3 clusters Score -3046368 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -3046867.000000 Penalty: 5026.780762
	Iteration 11Q: 3 clusters Score -3046867 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -3047262.000000 Penalty: 5026.780762
	Iteration 12Q: 3 clusters Score -3047262 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -3047662.250000 Penalty: 5026.780762
	Iteration 13Q: 3 clusters Score -3047662 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -3048142.250000 Penalty: 5026.780762
	Iteration 14Q: 3 clusters Score -3048142 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -3048720.250000 Penalty: 5026.780762
	Iteration 15Q: 3 clusters Score -3048720 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3049358.000000 Penalty: 5026.780762
	Iteration 16Q: 3 clusters Score -3049358 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -3049897.250000 Penalty: 5026.780762
	Iteration 17Q: 3 clusters Score -3049897 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -3050187.750000 Penalty: 5026.780762
	Iteration 18Q: 3 clusters Score -3050188 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -3050346.500000 Penalty: 5026.780762
	Iteration 19Q: 3 clusters Score -3050346 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3050401.250000 Penalty: 5026.780762
	Iteration 20F: 3 clusters Score -3050401 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -3050416.250000 Penalty: 5026.780762
	Iteration 21Q: 3 clusters Score -3050416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -3050426.250000 Penalty: 5026.780762
	Iteration 22Q: 3 clusters Score -3050426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -3050429.750000 Penalty: 5026.780762
	Iteration 23Q: 3 clusters Score -3050430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -3050435.250000 Penalty: 5026.780762
	Iteration 24Q: 3 clusters Score -3050435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -3050440.500000 Penalty: 5026.780762
	Iteration 25Q: 3 clusters Score -3050440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -3050440.250000 Penalty: 5026.780762
	Iteration 26Q: 3 clusters Score -3050440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -3050450.500000 Penalty: 5026.780762
	Iteration 27Q: 3 clusters Score -3050450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3050449.000000 Penalty: 5026.780762
	Iteration 28Q: 3 clusters Score -3050449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -3050454.750000 Penalty: 5026.780762
	Iteration 29Q: 3 clusters Score -3050455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3050457.750000 Penalty: 5026.780762
	Iteration 30Q: 3 clusters Score -3050458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -3050457.750000 Penalty: 5026.780762
	Iteration 31Q: 3 clusters Score -3050458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3050457.250000 Penalty: 5026.780762
	Iteration 32Q: 3 clusters Score -3050457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3050457.250000 Penalty: 5026.780762
	Iteration 33F: 3 clusters Score -3050457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -349504.375000 Penalty: 1977.598877
	Iteration 0F: 2 clusters Score -349504.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -346313.500000 Penalty: 3955.197754
	Iteration 0F: 3 clusters Score -346313.5 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -346974.500000 Penalty: 3955.197754
	Iteration 1F: 3 clusters Score -346974.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -347107.875000 Penalty: 3955.197754
	Iteration 2F: 3 clusters Score -347107.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -347181.718750 Penalty: 3955.197754
	Iteration 3Q: 3 clusters Score -347181.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -347224.625000 Penalty: 3955.197754
	Iteration 4Q: 3 clusters Score -347224.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -347261.000000 Penalty: 3955.197754
	Iteration 5Q: 3 clusters Score -347261 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -347297.500000 Penalty: 3955.197754
	Iteration 6Q: 3 clusters Score -347297.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -347321.843750 Penalty: 3955.197754
	Iteration 7Q: 3 clusters Score -347321.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -347338.718750 Penalty: 3955.197754
	Iteration 8Q: 3 clusters Score -347338.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -347356.156250 Penalty: 3955.197754
	Iteration 9Q: 3 clusters Score -347356.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -347368.218750 Penalty: 3955.197754
	Iteration 10Q: 3 clusters Score -347368.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -347379.906250 Penalty: 3955.197754
	Iteration 11Q: 3 clusters Score -347379.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -347390.093750 Penalty: 3955.197754
	Iteration 12Q: 3 clusters Score -347390.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -347402.750000 Penalty: 3955.197754
	Iteration 13Q: 3 clusters Score -347402.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -347415.812500 Penalty: 3955.197754
	Iteration 14Q: 3 clusters Score -347415.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -347427.468750 Penalty: 3955.197754
	Iteration 15Q: 3 clusters Score -347427.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -347440.406250 Penalty: 3955.197754
	Iteration 16Q: 3 clusters Score -347440.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -347450.000000 Penalty: 3955.197754
	Iteration 17Q: 3 clusters Score -347450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -347461.343750 Penalty: 3955.197754
	Iteration 18Q: 3 clusters Score -347461.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -347471.000000 Penalty: 3955.197754
	Iteration 19Q: 3 clusters Score -347471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -347482.156250 Penalty: 3955.197754
	Iteration 20F: 3 clusters Score -347482.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -347492.812500 Penalty: 3955.197754
	Iteration 21Q: 3 clusters Score -347492.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -347501.687500 Penalty: 3955.197754
	Iteration 22Q: 3 clusters Score -347501.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -347510.281250 Penalty: 3955.197754
	Iteration 23Q: 3 clusters Score -347510.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -347517.562500 Penalty: 3955.197754
	Iteration 24Q: 3 clusters Score -347517.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -347524.000000 Penalty: 3955.197754
	Iteration 25Q: 3 clusters Score -347524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -347531.937500 Penalty: 3955.197754
	Iteration 26Q: 3 clusters Score -347531.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -347539.250000 Penalty: 3955.197754
	Iteration 27Q: 3 clusters Score -347539.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -347546.593750 Penalty: 3955.197754
	Iteration 28Q: 3 clusters Score -347546.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -347555.343750 Penalty: 3955.197754
	Iteration 29Q: 3 clusters Score -347555.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -347558.750000 Penalty: 3955.197754
	Iteration 30Q: 3 clusters Score -347558.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -347560.687500 Penalty: 3955.197754
	Iteration 31Q: 3 clusters Score -347560.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -347563.093750 Penalty: 3955.197754
	Iteration 32Q: 3 clusters Score -347563.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -347567.031250 Penalty: 3955.197754
	Iteration 33Q: 3 clusters Score -347567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -347567.843750 Penalty: 3955.197754
	Iteration 34Q: 3 clusters Score -347567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -347569.687500 Penalty: 3955.197754
	Iteration 35Q: 3 clusters Score -347569.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -347574.937500 Penalty: 3955.197754
	Iteration 36Q: 3 clusters Score -347574.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -347581.625000 Penalty: 3955.197754
	Iteration 37Q: 3 clusters Score -347581.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -347592.281250 Penalty: 3955.197754
	Iteration 38Q: 3 clusters Score -347592.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -347596.875000 Penalty: 3955.197754
	Iteration 39Q: 3 clusters Score -347596.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -347601.437500 Penalty: 3955.197754
	Iteration 40F: 3 clusters Score -347601.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -347606.437500 Penalty: 3955.197754
	Iteration 41Q: 3 clusters Score -347606.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -347611.281250 Penalty: 3955.197754
	Iteration 42Q: 3 clusters Score -347611.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -347618.031250 Penalty: 3955.197754
	Iteration 43Q: 3 clusters Score -347618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -347622.937500 Penalty: 3955.197754
	Iteration 44Q: 3 clusters Score -347622.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -347628.406250 Penalty: 3955.197754
	Iteration 45Q: 3 clusters Score -347628.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -347635.500000 Penalty: 3955.197754
	Iteration 46Q: 3 clusters Score -347635.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -347639.812500 Penalty: 3955.197754
	Iteration 47Q: 3 clusters Score -347639.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -347643.062500 Penalty: 3955.197754
	Iteration 48Q: 3 clusters Score -347643.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -347643.812500 Penalty: 3955.197754
	Iteration 49Q: 3 clusters Score -347643.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -347645.437500 Penalty: 3955.197754
	Iteration 50Q: 3 clusters Score -347645.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -347647.625000 Penalty: 3955.197754
	Iteration 51Q: 3 clusters Score -347647.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -347649.062500 Penalty: 3955.197754
	Iteration 52Q: 3 clusters Score -347649.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -347650.375000 Penalty: 3955.197754
	Iteration 53Q: 3 clusters Score -347650.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -347652.531250 Penalty: 3955.197754
	Iteration 54Q: 3 clusters Score -347652.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -347654.406250 Penalty: 3955.197754
	Iteration 55Q: 3 clusters Score -347654.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -347657.750000 Penalty: 3955.197754
	Iteration 56Q: 3 clusters Score -347657.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -347661.156250 Penalty: 3955.197754
	Iteration 57Q: 3 clusters Score -347661.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -347664.593750 Penalty: 3955.197754
	Iteration 58Q: 3 clusters Score -347664.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -347665.937500 Penalty: 3955.197754
	Iteration 59Q: 3 clusters Score -347665.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -347667.343750 Penalty: 3955.197754
	Iteration 60F: 3 clusters Score -347667.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -347671.593750 Penalty: 3955.197754
	Iteration 61Q: 3 clusters Score -347671.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -347680.718750 Penalty: 3955.197754
	Iteration 62Q: 3 clusters Score -347680.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -347687.781250 Penalty: 3955.197754
	Iteration 63Q: 3 clusters Score -347687.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -347694.437500 Penalty: 3955.197754
	Iteration 64Q: 3 clusters Score -347694.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -347703.500000 Penalty: 3955.197754
	Iteration 65Q: 3 clusters Score -347703.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -347708.218750 Penalty: 3955.197754
	Iteration 66Q: 3 clusters Score -347708.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -347718.437500 Penalty: 3955.197754
	Iteration 67Q: 3 clusters Score -347718.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -347731.156250 Penalty: 3955.197754
	Iteration 68Q: 3 clusters Score -347731.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -347735.093750 Penalty: 3955.197754
	Iteration 69Q: 3 clusters Score -347735.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -347741.687500 Penalty: 3955.197754
	Iteration 70Q: 3 clusters Score -347741.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -347752.968750 Penalty: 3955.197754
	Iteration 71Q: 3 clusters Score -347753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -347769.656250 Penalty: 3955.197754
	Iteration 72Q: 3 clusters Score -347769.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -347795.718750 Penalty: 3955.197754
	Iteration 73Q: 3 clusters Score -347795.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -347821.968750 Penalty: 3955.197754
	Iteration 74Q: 3 clusters Score -347822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -347840.281250 Penalty: 3955.197754
	Iteration 75Q: 3 clusters Score -347840.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -347877.187500 Penalty: 3955.197754
	Iteration 76Q: 3 clusters Score -347877.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -347949.812500 Penalty: 3955.197754
	Iteration 77Q: 3 clusters Score -347949.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -348150.187500 Penalty: 3955.197754
	Iteration 78Q: 3 clusters Score -348150.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -348454.906250 Penalty: 3955.197754
	Iteration 79Q: 3 clusters Score -348454.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -348808.187500 Penalty: 3955.197754
	Iteration 80F: 3 clusters Score -348808.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -349208.531250 Penalty: 3955.197754
	Iteration 81F: 3 clusters Score -349208.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -349663.875000 Penalty: 3955.197754
	Iteration 82F: 3 clusters Score -349663.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -350028.375000 Penalty: 3955.197754
	Iteration 83Q: 3 clusters Score -350028.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -350155.906250 Penalty: 3955.197754
	Iteration 84Q: 3 clusters Score -350155.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -350183.062500 Penalty: 3955.197754
	Iteration 85Q: 3 clusters Score -350183.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -350188.593750 Penalty: 3955.197754
	Iteration 86Q: 3 clusters Score -350188.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -350189.375000 Penalty: 3955.197754
	Iteration 87Q: 3 clusters Score -350189.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -350190.437500 Penalty: 3955.197754
	Iteration 88Q: 3 clusters Score -350190.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -350190.437500 Penalty: 3955.197754
	Iteration 89F: 3 clusters Score -350190.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 95814 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33124 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172300 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278552 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178213 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43335 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 1338 members 
Entering Unmasked Estep 
Score: -119294056.000000 Penalty: 75182.937500
Splitting cluster 8 changes total score from -119294824.000000 to -119294056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -36908.902344 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -36908.9 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 216 members 
Entering Unmasked Estep 
Score: -35598.066406 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -35598.07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36176.042969 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -36176.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36551.070312 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -36551.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36953.328125 Penalty: 2986.427490
	Iteration 3F: 3 clusters Score -36953.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -37248.539062 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -37248.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37416.363281 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -37416.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37468.042969 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -37468.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37468.042969 Penalty: 2986.427490
	Iteration 7F: 3 clusters Score -37468.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 95814 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33124 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 172300 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278552 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178213 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43335 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 144 members 
Entering Unmasked Estep 
Score: -119293464.000000 Penalty: 75182.937500
Splitting cluster 9 changes total score from -119294824.000000 to -119293464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (172300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172300 members 
Entering Unmasked Estep 
Score: -21780746.000000 Penalty: 2990.134033
	Iteration 0F: 2 clusters Score -2.178075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85807 members 
Mstep: Class 2 contains 86493 members 
Entering Unmasked Estep 
Score: -21665620.000000 Penalty: 5980.268066
	Iteration 0F: 3 clusters Score -2.166562e+07 nChanged 82984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 92363 members 
Entering Unmasked Estep 
Score: -21713986.000000 Penalty: 5980.268066
	Iteration 1F: 3 clusters Score -2.171399e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76244 members 
Mstep: Class 2 contains 96056 members 
Entering Unmasked Estep 
Score: -21715692.000000 Penalty: 5980.268066
	Iteration 2Q: 3 clusters Score -2.171569e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70622 members 
Mstep: Class 2 contains 101678 members 
Entering Unmasked Estep 
Score: -21718272.000000 Penalty: 5980.268066
	Iteration 3Q: 3 clusters Score -2.171827e+07 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 110128 members 
Entering Unmasked Estep 
Score: -21722540.000000 Penalty: 5980.268066
	Iteration 4F: 3 clusters Score -2.172254e+07 nChanged 12078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 122026 members 
Entering Unmasked Estep 
Score: -21730422.000000 Penalty: 5980.268066
	Iteration 5F: 3 clusters Score -2.173042e+07 nChanged 15130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 137126 members 
Entering Unmasked Estep 
Score: -21743050.000000 Penalty: 5980.268066
	Iteration 6F: 3 clusters Score -2.174305e+07 nChanged 15607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 152733 members 
Entering Unmasked Estep 
Score: -21758644.000000 Penalty: 5980.268066
	Iteration 7F: 3 clusters Score -2.175864e+07 nChanged 11743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 164476 members 
Entering Unmasked Estep 
Score: -21770770.000000 Penalty: 5980.268066
	Iteration 8F: 3 clusters Score -2.177077e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 170031 members 
Entering Unmasked Estep 
Score: -21775988.000000 Penalty: 5980.268066
	Iteration 9Q: 3 clusters Score -2.177599e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 171672 members 
Entering Unmasked Estep 
Score: -21777462.000000 Penalty: 5980.268066
	Iteration 10Q: 3 clusters Score -2.177746e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 172006 members 
Entering Unmasked Estep 
Score: -21777802.000000 Penalty: 5980.268066
	Iteration 11Q: 3 clusters Score -2.17778e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 172091 members 
Entering Unmasked Estep 
Score: -21777924.000000 Penalty: 5980.268066
	Iteration 12Q: 3 clusters Score -2.177792e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 172112 members 
Entering Unmasked Estep 
Score: -21777980.000000 Penalty: 5980.268066
	Iteration 13Q: 3 clusters Score -2.177798e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 172114 members 
Entering Unmasked Estep 
Score: -21778036.000000 Penalty: 5980.268066
	Iteration 14Q: 3 clusters Score -2.177804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 172119 members 
Entering Unmasked Estep 
Score: -21778036.000000 Penalty: 5980.268066
	Iteration 15Q: 3 clusters Score -2.177804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 172125 members 
Entering Unmasked Estep 
Score: -21778050.000000 Penalty: 5980.268066
	Iteration 16Q: 3 clusters Score -2.177805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 172126 members 
Entering Unmasked Estep 
Score: -21778058.000000 Penalty: 5980.268066
	Iteration 17Q: 3 clusters Score -2.177806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 172123 members 
Entering Unmasked Estep 
Score: -21778068.000000 Penalty: 5980.268066
	Iteration 18Q: 3 clusters Score -2.177807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 172124 members 
Entering Unmasked Estep 
Score: -21778082.000000 Penalty: 5980.268066
	Iteration 19Q: 3 clusters Score -2.177808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 172122 members 
Entering Unmasked Estep 
Score: -21778090.000000 Penalty: 5980.268066
	Iteration 20F: 3 clusters Score -2.177809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 172123 members 
Entering Unmasked Estep 
Score: -21778084.000000 Penalty: 5980.268066
	Iteration 21Q: 3 clusters Score -2.177808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 172123 members 
Entering Unmasked Estep 
Score: -21778084.000000 Penalty: 5980.268066
	Iteration 22F: 3 clusters Score -2.177808e+07 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: -51310.429688 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -51310.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49806.339844 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -49806.34 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50191.011719 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -50191.01 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50772.394531 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -50772.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50935.531250 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -50935.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51022.828125 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -51022.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51121.355469 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -51121.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -51178.398438 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -51178.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -51250.390625 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -51250.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -51323.738281 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -51323.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -51347.949219 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -51347.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51365.273438 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -51365.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51369.781250 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -51369.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51373.960938 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -51373.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51373.960938 Penalty: 3099.987793
	Iteration 13F: 3 clusters Score -51373.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 95814 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33124 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172300 members 
Mstep: Class 11 contains 343 members 
Mstep: Class 12 contains 278552 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178213 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43335 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 175 members 
Entering Unmasked Estep 
Score: -119293024.000000 Penalty: 75182.937500
Splitting cluster 11 changes total score from -119294824.000000 to -119293024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (278552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278552 members 
Entering Unmasked Estep 
Score: -34942836.000000 Penalty: 3109.265381
	Iteration 0F: 2 clusters Score -3.494284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139075 members 
Mstep: Class 2 contains 139477 members 
Entering Unmasked Estep 
Score: -34769804.000000 Penalty: 6218.530762
	Iteration 0F: 3 clusters Score -3.47698e+07 nChanged 134414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134177 members 
Mstep: Class 2 contains 144375 members 
Entering Unmasked Estep 
Score: -34849412.000000 Penalty: 6218.530762
	Iteration 1F: 3 clusters Score -3.484941e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131102 members 
Mstep: Class 2 contains 147450 members 
Entering Unmasked Estep 
Score: -34850484.000000 Penalty: 6218.530762
	Iteration 2Q: 3 clusters Score -3.485048e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126286 members 
Mstep: Class 2 contains 152266 members 
Entering Unmasked Estep 
Score: -34851928.000000 Penalty: 6218.530762
	Iteration 3Q: 3 clusters Score -3.485193e+07 nChanged 9171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118781 members 
Mstep: Class 2 contains 159771 members 
Entering Unmasked Estep 
Score: -34854568.000000 Penalty: 6218.530762
	Iteration 4Q: 3 clusters Score -3.485457e+07 nChanged 12532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107301 members 
Mstep: Class 2 contains 171251 members 
Entering Unmasked Estep 
Score: -34859564.000000 Penalty: 6218.530762
	Iteration 5Q: 3 clusters Score -3.485956e+07 nChanged 17763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90080 members 
Mstep: Class 2 contains 188472 members 
Entering Unmasked Estep 
Score: -34869488.000000 Penalty: 6218.530762
	Iteration 6F: 3 clusters Score -3.486949e+07 nChanged 23901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66321 members 
Mstep: Class 2 contains 212231 members 
Entering Unmasked Estep 
Score: -34886680.000000 Penalty: 6218.530762
	Iteration 7F: 3 clusters Score -3.488668e+07 nChanged 26676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 238899 members 
Entering Unmasked Estep 
Score: -34906912.000000 Penalty: 6218.530762
	Iteration 8F: 3 clusters Score -3.490691e+07 nChanged 21305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 260202 members 
Entering Unmasked Estep 
Score: -34924528.000000 Penalty: 6218.530762
	Iteration 9F: 3 clusters Score -3.492453e+07 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 271818 members 
Entering Unmasked Estep 
Score: -34934388.000000 Penalty: 6218.530762
	Iteration 10Q: 3 clusters Score -3.493439e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 276502 members 
Entering Unmasked Estep 
Score: -34938252.000000 Penalty: 6218.530762
	Iteration 11Q: 3 clusters Score -3.493825e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 277912 members 
Entering Unmasked Estep 
Score: -34939384.000000 Penalty: 6218.530762
	Iteration 12Q: 3 clusters Score -3.493938e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 278237 members 
Entering Unmasked Estep 
Score: -34939796.000000 Penalty: 6218.530762
	Iteration 13Q: 3 clusters Score -3.49398e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 278310 members 
Entering Unmasked Estep 
Score: -34939924.000000 Penalty: 6218.530762
	Iteration 14Q: 3 clusters Score -3.493992e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 278337 members 
Entering Unmasked Estep 
Score: -34939988.000000 Penalty: 6218.530762
	Iteration 15Q: 3 clusters Score -3.493999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 278350 members 
Entering Unmasked Estep 
Score: -34940008.000000 Penalty: 6218.530762
	Iteration 16Q: 3 clusters Score -3.494001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 278356 members 
Entering Unmasked Estep 
Score: -34940048.000000 Penalty: 6218.530762
	Iteration 17Q: 3 clusters Score -3.494005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 278356 members 
Entering Unmasked Estep 
Score: -34940044.000000 Penalty: 6218.530762
	Iteration 18Q: 3 clusters Score -3.494004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 278358 members 
Entering Unmasked Estep 
Score: -34940060.000000 Penalty: 6218.530762
	Iteration 19Q: 3 clusters Score -3.494006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 278360 members 
Entering Unmasked Estep 
Score: -34940060.000000 Penalty: 6218.530762
	Iteration 20F: 3 clusters Score -3.494006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 278361 members 
Entering Unmasked Estep 
Score: -34940080.000000 Penalty: 6218.530762
	Iteration 21Q: 3 clusters Score -3.494008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 278362 members 
Entering Unmasked Estep 
Score: -34940072.000000 Penalty: 6218.530762
	Iteration 22Q: 3 clusters Score -3.494007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 278363 members 
Entering Unmasked Estep 
Score: -34940080.000000 Penalty: 6218.530762
	Iteration 23Q: 3 clusters Score -3.494008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 278365 members 
Entering Unmasked Estep 
Score: -34940068.000000 Penalty: 6218.530762
	Iteration 24Q: 3 clusters Score -3.494007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 278364 members 
Entering Unmasked Estep 
Score: -34940092.000000 Penalty: 6218.530762
	Iteration 25Q: 3 clusters Score -3.494009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 278366 members 
Entering Unmasked Estep 
Score: -34940056.000000 Penalty: 6218.530762
	Iteration 26Q: 3 clusters Score -3.494006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 278366 members 
Entering Unmasked Estep 
Score: -34940056.000000 Penalty: 6218.530762
	Iteration 27F: 3 clusters Score -3.494006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -62939.375000 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -62939.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61456.457031 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -61456.46 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61734.085938 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -61734.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61814.246094 Penalty: 3135.992188
	Iteration 2Q: 3 clusters Score -61814.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61839.363281 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -61839.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61851.878906 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -61851.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61857.734375 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -61857.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61860.257812 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -61860.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61860.257812 Penalty: 3135.992188
	Iteration 7F: 3 clusters Score -61860.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -15069.367188 Penalty: 1282.280029
	Iteration 0F: 2 clusters Score -15069.37 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 86 members 
Entering Unmasked Estep 
Score: -14183.572266 Penalty: 2564.560059
	Iteration 0F: 3 clusters Score -14183.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14467.039062 Penalty: 2564.560059
	Iteration 1F: 3 clusters Score -14467.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -14514.237305 Penalty: 2564.560059
	Iteration 2Q: 3 clusters Score -14514.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -14554.172852 Penalty: 2564.560059
	Iteration 3Q: 3 clusters Score -14554.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -14579.925781 Penalty: 2564.560059
	Iteration 4Q: 3 clusters Score -14579.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -14579.925781 Penalty: 2564.560059
	Iteration 5F: 3 clusters Score -14579.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -44652.167969 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -44652.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43217.351562 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -43217.35 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43557.769531 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -43557.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43727.105469 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -43727.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43857.187500 Penalty: 3062.197998
	Iteration 3Q: 3 clusters Score -43857.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43965.417969 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -43965.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44054.773438 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -44054.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44176.382812 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -44176.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44287.316406 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -44287.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44394.656250 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -44394.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44484.531250 Penalty: 3062.197998
	Iteration 9Q: 3 clusters Score -44484.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44501.765625 Penalty: 3062.197998
	Iteration 10Q: 3 clusters Score -44501.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44528.855469 Penalty: 3062.197998
	Iteration 11Q: 3 clusters Score -44528.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44566.324219 Penalty: 3062.197998
	Iteration 12Q: 3 clusters Score -44566.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44633.417969 Penalty: 3062.197998
	Iteration 13Q: 3 clusters Score -44633.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44749.886719 Penalty: 3062.197998
	Iteration 14Q: 3 clusters Score -44749.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44785.683594 Penalty: 3062.197998
	Iteration 15Q: 3 clusters Score -44785.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44823.867188 Penalty: 3062.197998
	Iteration 16Q: 3 clusters Score -44823.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44868.843750 Penalty: 3062.197998
	Iteration 17Q: 3 clusters Score -44868.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44930.554688 Penalty: 3062.197998
	Iteration 18Q: 3 clusters Score -44930.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45040.675781 Penalty: 3062.197998
	Iteration 19Q: 3 clusters Score -45040.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45144.214844 Penalty: 3062.197998
	Iteration 20F: 3 clusters Score -45144.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45285.453125 Penalty: 3062.197998
	Iteration 21Q: 3 clusters Score -45285.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45285.453125 Penalty: 3062.197998
	Iteration 22F: 3 clusters Score -45285.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 95814 members 
Mstep: Class 3 contains 2140 members 
Mstep: Class 4 contains 30303 members 
Mstep: Class 5 contains 33124 members 
Mstep: Class 6 contains 36045 members 
Mstep: Class 7 contains 25201 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 172300 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 278552 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 14 contains 176 members 
Mstep: Class 15 contains 261 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 178213 members 
Mstep: Class 18 contains 591 members 
Mstep: Class 19 contains 49906 members 
Mstep: Class 20 contains 43335 members 
Mstep: Class 21 contains 281 members 
Mstep: Class 22 contains 219 members 
Entering Unmasked Estep 
Score: -119293592.000000 Penalty: 75182.937500
Splitting cluster 15 changes total score from -119294824.000000 to -119293592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -55114.578125 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -55114.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53595.179688 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -53595.18 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53833.570312 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -53833.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53984.687500 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -53984.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54156.089844 Penalty: 3101.899170
	Iteration 3F: 3 clusters Score -54156.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54381.941406 Penalty: 3101.899170
	Iteration 4F: 3 clusters Score -54381.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54596.375000 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -54596.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -54718.714844 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -54718.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -54740.347656 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -54740.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -54755.832031 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -54755.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -54772.496094 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -54772.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54781.531250 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -54781.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -54801.046875 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -54801.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54826.207031 Penalty: 3101.899170
	Iteration 12Q: 3 clusters Score -54826.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -54844.062500 Penalty: 3101.899170
	Iteration 13Q: 3 clusters Score -54844.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54899.207031 Penalty: 3101.899170
	Iteration 14Q: 3 clusters Score -54899.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54901.792969 Penalty: 3101.899170
	Iteration 15Q: 3 clusters Score -54901.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54901.792969 Penalty: 3101.899170
	Iteration 16F: 3 clusters Score -54901.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (178213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178213 members 
Entering Unmasked Estep 
Score: -22388616.000000 Penalty: 2998.502197
	Iteration 0F: 2 clusters Score -2.238862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88925 members 
Mstep: Class 2 contains 89288 members 
Entering Unmasked Estep 
Score: -22270032.000000 Penalty: 5997.004395
	Iteration 0F: 3 clusters Score -2.227003e+07 nChanged 85057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86894 members 
Mstep: Class 2 contains 91319 members 
Entering Unmasked Estep 
Score: -22319548.000000 Penalty: 5997.004395
	Iteration 1F: 3 clusters Score -2.231955e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 92617 members 
Entering Unmasked Estep 
Score: -22320418.000000 Penalty: 5997.004395
	Iteration 2Q: 3 clusters Score -2.232042e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83671 members 
Mstep: Class 2 contains 94542 members 
Entering Unmasked Estep 
Score: -22321558.000000 Penalty: 5997.004395
	Iteration 3Q: 3 clusters Score -2.232156e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80758 members 
Mstep: Class 2 contains 97455 members 
Entering Unmasked Estep 
Score: -22323188.000000 Penalty: 5997.004395
	Iteration 4Q: 3 clusters Score -2.232319e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76549 members 
Mstep: Class 2 contains 101664 members 
Entering Unmasked Estep 
Score: -22325450.000000 Penalty: 5997.004395
	Iteration 5Q: 3 clusters Score -2.232545e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 107696 members 
Entering Unmasked Estep 
Score: -22329026.000000 Penalty: 5997.004395
	Iteration 6Q: 3 clusters Score -2.232903e+07 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 116078 members 
Entering Unmasked Estep 
Score: -22334762.000000 Penalty: 5997.004395
	Iteration 7F: 3 clusters Score -2.233476e+07 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 126882 members 
Entering Unmasked Estep 
Score: -22343238.000000 Penalty: 5997.004395
	Iteration 8F: 3 clusters Score -2.234324e+07 nChanged 12779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 139421 members 
Entering Unmasked Estep 
Score: -22353970.000000 Penalty: 5997.004395
	Iteration 9F: 3 clusters Score -2.235397e+07 nChanged 12578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 151859 members 
Entering Unmasked Estep 
Score: -22365280.000000 Penalty: 5997.004395
	Iteration 10F: 3 clusters Score -2.236528e+07 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 162068 members 
Entering Unmasked Estep 
Score: -22374056.000000 Penalty: 5997.004395
	Iteration 11F: 3 clusters Score -2.237406e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 169073 members 
Entering Unmasked Estep 
Score: -22379826.000000 Penalty: 5997.004395
	Iteration 12Q: 3 clusters Score -2.237983e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 173132 members 
Entering Unmasked Estep 
Score: -22383170.000000 Penalty: 5997.004395
	Iteration 13Q: 3 clusters Score -2.238317e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 175271 members 
Entering Unmasked Estep 
Score: -22384512.000000 Penalty: 5997.004395
	Iteration 14Q: 3 clusters Score -2.238451e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 176296 members 
Entering Unmasked Estep 
Score: -22385182.000000 Penalty: 5997.004395
	Iteration 15Q: 3 clusters Score -2.238518e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 176797 members 
Entering Unmasked Estep 
Score: -22385570.000000 Penalty: 5997.004395
	Iteration 16Q: 3 clusters Score -2.238557e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 177078 members 
Entering Unmasked Estep 
Score: -22385770.000000 Penalty: 5997.004395
	Iteration 17Q: 3 clusters Score -2.238577e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 177241 members 
Entering Unmasked Estep 
Score: -22385842.000000 Penalty: 5997.004395
	Iteration 18Q: 3 clusters Score -2.238584e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 177346 members 
Entering Unmasked Estep 
Score: -22385926.000000 Penalty: 5997.004395
	Iteration 19Q: 3 clusters Score -2.238593e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 177399 members 
Entering Unmasked Estep 
Score: -22385996.000000 Penalty: 5997.004395
	Iteration 20F: 3 clusters Score -2.2386e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 177442 members 
Entering Unmasked Estep 
Score: -22386004.000000 Penalty: 5997.004395
	Iteration 21Q: 3 clusters Score -2.2386e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 177480 members 
Entering Unmasked Estep 
Score: -22386032.000000 Penalty: 5997.004395
	Iteration 22Q: 3 clusters Score -2.238603e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 177493 members 
Entering Unmasked Estep 
Score: -22386036.000000 Penalty: 5997.004395
	Iteration 23Q: 3 clusters Score -2.238604e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 177511 members 
Entering Unmasked Estep 
Score: -22386052.000000 Penalty: 5997.004395
	Iteration 24Q: 3 clusters Score -2.238605e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 177524 members 
Entering Unmasked Estep 
Score: -22386056.000000 Penalty: 5997.004395
	Iteration 25Q: 3 clusters Score -2.238606e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 177536 members 
Entering Unmasked Estep 
Score: -22386068.000000 Penalty: 5997.004395
	Iteration 26Q: 3 clusters Score -2.238607e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 177542 members 
Entering Unmasked Estep 
Score: -22386046.000000 Penalty: 5997.004395
	Iteration 27Q: 3 clusters Score -2.238605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 177547 members 
Entering Unmasked Estep 
Score: -22386064.000000 Penalty: 5997.004395
	Iteration 28Q: 3 clusters Score -2.238606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 177550 members 
Entering Unmasked Estep 
Score: -22386050.000000 Penalty: 5997.004395
	Iteration 29Q: 3 clusters Score -2.238605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 177553 members 
Entering Unmasked Estep 
Score: -22386068.000000 Penalty: 5997.004395
	Iteration 30Q: 3 clusters Score -2.238607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 177555 members 
Entering Unmasked Estep 
Score: -22386058.000000 Penalty: 5997.004395
	Iteration 31Q: 3 clusters Score -2.238606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 177558 members 
Entering Unmasked Estep 
Score: -22386062.000000 Penalty: 5997.004395
	Iteration 32Q: 3 clusters Score -2.238606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 177562 members 
Entering Unmasked Estep 
Score: -22386052.000000 Penalty: 5997.004395
	Iteration 33Q: 3 clusters Score -2.238605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 177565 members 
Entering Unmasked Estep 
Score: -22386078.000000 Penalty: 5997.004395
	Iteration 34Q: 3 clusters Score -2.238608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 177565 members 
Entering Unmasked Estep 
Score: -22386088.000000 Penalty: 5997.004395
	Iteration 35Q: 3 clusters Score -2.238609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 177565 members 
Entering Unmasked Estep 
Score: -22386090.000000 Penalty: 5997.004395
	Iteration 36Q: 3 clusters Score -2.238609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 177564 members 
Entering Unmasked Estep 
Score: -22386092.000000 Penalty: 5997.004395
	Iteration 37Q: 3 clusters Score -2.238609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 177565 members 
Entering Unmasked Estep 
Score: -22386102.000000 Penalty: 5997.004395
	Iteration 38Q: 3 clusters Score -2.23861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 177566 members 
Entering Unmasked Estep 
Score: -22386102.000000 Penalty: 5997.004395
	Iteration 39Q: 3 clusters Score -2.23861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 177566 members 
Entering Unmasked Estep 
Score: -22386102.000000 Penalty: 5997.004395
	Iteration 40F: 3 clusters Score -2.23861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -59384.500000 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -59384.5 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 313 members 
Entering Unmasked Estep 
Score: -57783.187500 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -57783.19 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -58059.820312 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -58059.82 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -58203.312500 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -58203.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -58324.750000 Penalty: 3165.380615
	Iteration 3F: 3 clusters Score -58324.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58403.214844 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -58403.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58486.171875 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -58486.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58533.039062 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -58533.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58581.335938 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -58581.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58615.839844 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -58615.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58634.855469 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -58634.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58654.906250 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -58654.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58663.582031 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -58663.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58680.269531 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -58680.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -58706.222656 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -58706.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58727.230469 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -58727.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58754.992188 Penalty: 3165.380615
	Iteration 15Q: 3 clusters Score -58754.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58779.433594 Penalty: 3165.380615
	Iteration 16Q: 3 clusters Score -58779.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58789.972656 Penalty: 3165.380615
	Iteration 17Q: 3 clusters Score -58789.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58798.562500 Penalty: 3165.380615
	Iteration 18Q: 3 clusters Score -58798.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58804.203125 Penalty: 3165.380615
	Iteration 19Q: 3 clusters Score -58804.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58804.203125 Penalty: 3165.380615
	Iteration 20F: 3 clusters Score -58804.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (49906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Entering Unmasked Estep 
Score: -6189480.500000 Penalty: 2682.838379
	Iteration 0F: 2 clusters Score -6189480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -6155902.000000 Penalty: 5365.676758
	Iteration 0F: 3 clusters Score -6155902 nChanged 22964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -6168476.000000 Penalty: 5365.676758
	Iteration 1F: 3 clusters Score -6168476 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -6168913.000000 Penalty: 5365.676758
	Iteration 2Q: 3 clusters Score -6168913 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -6169300.500000 Penalty: 5365.676758
	Iteration 3Q: 3 clusters Score -6169300 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -6169625.000000 Penalty: 5365.676758
	Iteration 4Q: 3 clusters Score -6169625 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -6169945.000000 Penalty: 5365.676758
	Iteration 5Q: 3 clusters Score -6169945 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -6170303.000000 Penalty: 5365.676758
	Iteration 6Q: 3 clusters Score -6170303 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -6170675.000000 Penalty: 5365.676758
	Iteration 7Q: 3 clusters Score -6170675 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -6171181.500000 Penalty: 5365.676758
	Iteration 8Q: 3 clusters Score -6171182 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -6171977.000000 Penalty: 5365.676758
	Iteration 9Q: 3 clusters Score -6171977 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -6173334.000000 Penalty: 5365.676758
	Iteration 10Q: 3 clusters Score -6173334 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -6175448.500000 Penalty: 5365.676758
	Iteration 11F: 3 clusters Score -6175448 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -6178363.500000 Penalty: 5365.676758
	Iteration 12F: 3 clusters Score -6178364 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -6181484.000000 Penalty: 5365.676758
	Iteration 13F: 3 clusters Score -6181484 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -6183976.000000 Penalty: 5365.676758
	Iteration 14F: 3 clusters Score -6183976 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -6185551.500000 Penalty: 5365.676758
	Iteration 15Q: 3 clusters Score -6185552 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -6186328.500000 Penalty: 5365.676758
	Iteration 16Q: 3 clusters Score -6186328 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -6186718.500000 Penalty: 5365.676758
	Iteration 17Q: 3 clusters Score -6186718 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -6186928.000000 Penalty: 5365.676758
	Iteration 18Q: 3 clusters Score -6186928 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -6187028.000000 Penalty: 5365.676758
	Iteration 19Q: 3 clusters Score -6187028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -6187096.000000 Penalty: 5365.676758
	Iteration 20F: 3 clusters Score -6187096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -6187120.500000 Penalty: 5365.676758
	Iteration 21Q: 3 clusters Score -6187120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -6187140.500000 Penalty: 5365.676758
	Iteration 22Q: 3 clusters Score -6187140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
Score: -6187157.500000 Penalty: 5365.676758
	Iteration 23Q: 3 clusters Score -6187158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -6187165.500000 Penalty: 5365.676758
	Iteration 24Q: 3 clusters Score -6187166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -6187173.500000 Penalty: 5365.676758
	Iteration 25Q: 3 clusters Score -6187174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 49695 members 
Entering Unmasked Estep 
Score: -6187182.000000 Penalty: 5365.676758
	Iteration 26Q: 3 clusters Score -6187182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -6187188.500000 Penalty: 5365.676758
	Iteration 27Q: 3 clusters Score -6187188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -6187186.000000 Penalty: 5365.676758
	Iteration 28Q: 3 clusters Score -6187186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -6187186.000000 Penalty: 5365.676758
	Iteration 29F: 3 clusters Score -6187186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Entering Unmasked Estep 
Score: -5530345.000000 Penalty: 2647.825439
	Iteration 0F: 2 clusters Score -5530345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -5500955.000000 Penalty: 5295.650879
	Iteration 0F: 3 clusters Score -5500955 nChanged 19919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -5511882.000000 Penalty: 5295.650879
	Iteration 1F: 3 clusters Score -5511882 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -5512691.000000 Penalty: 5295.650879
	Iteration 2Q: 3 clusters Score -5512691 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -5513828.000000 Penalty: 5295.650879
	Iteration 3F: 3 clusters Score -5513828 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -5515501.500000 Penalty: 5295.650879
	Iteration 4F: 3 clusters Score -5515502 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -5518064.000000 Penalty: 5295.650879
	Iteration 5F: 3 clusters Score -5518064 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -5521220.000000 Penalty: 5295.650879
	Iteration 6F: 3 clusters Score -5521220 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -5524227.500000 Penalty: 5295.650879
	Iteration 7F: 3 clusters Score -5524228 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -5526292.000000 Penalty: 5295.650879
	Iteration 8Q: 3 clusters Score -5526292 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -5527376.000000 Penalty: 5295.650879
	Iteration 9Q: 3 clusters Score -5527376 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -5527851.500000 Penalty: 5295.650879
	Iteration 10Q: 3 clusters Score -5527852 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -5528003.500000 Penalty: 5295.650879
	Iteration 11Q: 3 clusters Score -5528004 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -5528091.500000 Penalty: 5295.650879
	Iteration 12Q: 3 clusters Score -5528092 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -5528125.000000 Penalty: 5295.650879
	Iteration 13Q: 3 clusters Score -5528125 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -5528146.000000 Penalty: 5295.650879
	Iteration 14Q: 3 clusters Score -5528146 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -5528177.000000 Penalty: 5295.650879
	Iteration 15Q: 3 clusters Score -5528177 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -5528198.000000 Penalty: 5295.650879
	Iteration 16Q: 3 clusters Score -5528198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -5528220.000000 Penalty: 5295.650879
	Iteration 17Q: 3 clusters Score -5528220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -5528221.500000 Penalty: 5295.650879
	Iteration 18Q: 3 clusters Score -5528222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -5528229.500000 Penalty: 5295.650879
	Iteration 19Q: 3 clusters Score -5528230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -5528232.000000 Penalty: 5295.650879
	Iteration 20F: 3 clusters Score -5528232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -5528238.000000 Penalty: 5295.650879
	Iteration 21Q: 3 clusters Score -5528238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -5528228.500000 Penalty: 5295.650879
	Iteration 22Q: 3 clusters Score -5528228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -5528231.000000 Penalty: 5295.650879
	Iteration 23Q: 3 clusters Score -5528231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -5528228.500000 Penalty: 5295.650879
	Iteration 24Q: 3 clusters Score -5528228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -5528233.000000 Penalty: 5295.650879
	Iteration 25Q: 3 clusters Score -5528233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -5528229.500000 Penalty: 5295.650879
	Iteration 26Q: 3 clusters Score -5528230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -5528234.500000 Penalty: 5295.650879
	Iteration 27Q: 3 clusters Score -5528234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -5528237.500000 Penalty: 5295.650879
	Iteration 28Q: 3 clusters Score -5528238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -5528235.500000 Penalty: 5295.650879
	Iteration 29Q: 3 clusters Score -5528236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -5528235.500000 Penalty: 5295.650879
	Iteration 30Q: 3 clusters Score -5528236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -5528234.500000 Penalty: 5295.650879
	Iteration 31Q: 3 clusters Score -5528234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -5528234.000000 Penalty: 5295.650879
	Iteration 32Q: 3 clusters Score -5528234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -5528232.000000 Penalty: 5295.650879
	Iteration 33Q: 3 clusters Score -5528232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -5528231.000000 Penalty: 5295.650879
	Iteration 34Q: 3 clusters Score -5528231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -5528229.000000 Penalty: 5295.650879
	Iteration 35Q: 3 clusters Score -5528229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -5528227.000000 Penalty: 5295.650879
	Iteration 36Q: 3 clusters Score -5528227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -5528235.500000 Penalty: 5295.650879
	Iteration 37Q: 3 clusters Score -5528236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -5528237.500000 Penalty: 5295.650879
	Iteration 38Q: 3 clusters Score -5528238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -5528239.500000 Penalty: 5295.650879
	Iteration 39Q: 3 clusters Score -5528240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -5528239.500000 Penalty: 5295.650879
	Iteration 40F: 3 clusters Score -5528240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -5528240.000000 Penalty: 5295.650879
	Iteration 41Q: 3 clusters Score -5528240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -5528240.000000 Penalty: 5295.650879
	Iteration 42Q: 3 clusters Score -5528240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -5528243.000000 Penalty: 5295.650879
	Iteration 43Q: 3 clusters Score -5528243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -5528243.000000 Penalty: 5295.650879
	Iteration 44F: 3 clusters Score -5528243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -31270.884766 Penalty: 1398.312012
	Iteration 0F: 2 clusters Score -31270.88 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 142 members 
Entering Unmasked Estep 
Score: -29959.685547 Penalty: 2796.624023
	Iteration 0F: 3 clusters Score -29959.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30055.589844 Penalty: 2796.624023
	Iteration 1F: 3 clusters Score -30055.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30102.726562 Penalty: 2796.624023
	Iteration 2Q: 3 clusters Score -30102.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30129.138672 Penalty: 2796.624023
	Iteration 3Q: 3 clusters Score -30129.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30162.763672 Penalty: 2796.624023
	Iteration 4Q: 3 clusters Score -30162.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30180.929688 Penalty: 2796.624023
	Iteration 5Q: 3 clusters Score -30180.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30198.326172 Penalty: 2796.624023
	Iteration 6Q: 3 clusters Score -30198.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30241.472656 Penalty: 2796.624023
	Iteration 7Q: 3 clusters Score -30241.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30295.914062 Penalty: 2796.624023
	Iteration 8Q: 3 clusters Score -30295.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30310.234375 Penalty: 2796.624023
	Iteration 9Q: 3 clusters Score -30310.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30310.234375 Penalty: 2796.624023
	Iteration 10F: 3 clusters Score -30310.23 nChanged 0
--- Evaluating fit on full set of 2894945 points ---
Entering Unmasked Estep 
Score: -362066016.000000 Penalty: 77487.109375
21->22 Clusters: Score -362066016.000000, best is -362062912.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 964981 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 45806 members 
Mstep: Class 3 contains 46055 members 
Mstep: Class 4 contains 46146 members 
Mstep: Class 5 contains 46191 members 
Mstep: Class 6 contains 45785 members 
Mstep: Class 7 contains 45732 members 
Mstep: Class 8 contains 45998 members 
Mstep: Class 9 contains 46033 members 
Mstep: Class 10 contains 45855 members 
Mstep: Class 11 contains 45611 members 
Mstep: Class 12 contains 46006 members 
Mstep: Class 13 contains 46188 members 
Mstep: Class 14 contains 46046 members 
Mstep: Class 15 contains 45869 members 
Mstep: Class 16 contains 46031 members 
Mstep: Class 17 contains 46020 members 
Mstep: Class 18 contains 46017 members 
Mstep: Class 19 contains 46196 members 
Mstep: Class 20 contains 45755 members 
Mstep: Class 21 contains 46009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 415.450134 but Gain 3417.406250
Score: -113351064.000000 Penalty: 68348.125000
Iteration 0F: 21 clusters Score -1.133511e+08 nChanged 917604
Entering Unmasked Mstep 
Mstep: Class 0 contains 2961 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 14169 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 4383 members 
Mstep: Class 6 contains 8652 members 
Mstep: Class 7 contains 13399 members 
Mstep: Class 8 contains 577649 members 
Mstep: Class 9 contains 45067 members 
Mstep: Class 10 contains 7383 members 
Mstep: Class 11 contains 8649 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 41307 members 
Mstep: Class 14 contains 64480 members 
Mstep: Class 15 contains 5336 members 
Mstep: Class 16 contains 18482 members 
Mstep: Class 17 contains 18486 members 
Mstep: Class 18 contains 61557 members 
Mstep: Class 19 contains 18540 members 
Mstep: Class 20 contains 17368 members 
Mstep: Class 21 contains 24480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1264.381836 but Gain 3417.410156
Score: -117419552.000000 Penalty: 64930.714844
Iteration 1F: 20 clusters Score -1.174196e+08 nChanged 262777
Entering Unmasked Mstep 
Mstep: Class 0 contains 2815 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 12510 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 2468 members 
Mstep: Class 6 contains 8604 members 
Mstep: Class 7 contains 6215 members 
Mstep: Class 8 contains 554233 members 
Mstep: Class 9 contains 59951 members 
Mstep: Class 10 contains 2213 members 
Mstep: Class 11 contains 5996 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 13 contains 31973 members 
Mstep: Class 14 contains 101930 members 
Mstep: Class 16 contains 20195 members 
Mstep: Class 17 contains 11070 members 
Mstep: Class 18 contains 74343 members 
Mstep: Class 19 contains 20670 members 
Mstep: Class 20 contains 11443 members 
Mstep: Class 21 contains 29881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -117894848.000000 Penalty: 64930.714844
Iteration 2F: 20 clusters Score -1.178948e+08 nChanged 206166
Entering Unmasked Mstep 
Mstep: Class 0 contains 2646 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 11556 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 6 contains 7243 members 
Mstep: Class 7 contains 2459 members 
Mstep: Class 8 contains 443599 members 
Mstep: Class 9 contains 87722 members 
Mstep: Class 10 contains 1624 members 
Mstep: Class 11 contains 5952 members 
Mstep: Class 12 contains 1327 members 
Mstep: Class 13 contains 30408 members 
Mstep: Class 14 contains 166921 members 
Mstep: Class 16 contains 22545 members 
Mstep: Class 17 contains 7634 members 
Mstep: Class 18 contains 99185 members 
Mstep: Class 19 contains 22028 members 
Mstep: Class 20 contains 8340 members 
Mstep: Class 21 contains 35131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118290120.000000 Penalty: 64930.714844
Iteration 3F: 20 clusters Score -1.182901e+08 nChanged 163416
Entering Unmasked Mstep 
Mstep: Class 0 contains 2446 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 9631 members 
Mstep: Class 3 contains 702 members 
Mstep: Class 4 contains 2077 members 
Mstep: Class 6 contains 7974 members 
Mstep: Class 7 contains 1516 members 
Mstep: Class 8 contains 360187 members 
Mstep: Class 9 contains 114541 members 
Mstep: Class 10 contains 1407 members 
Mstep: Class 11 contains 6233 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 22348 members 
Mstep: Class 14 contains 234235 members 
Mstep: Class 16 contains 21574 members 
Mstep: Class 17 contains 4788 members 
Mstep: Class 18 contains 110805 members 
Mstep: Class 19 contains 18234 members 
Mstep: Class 20 contains 5793 members 
Mstep: Class 21 contains 33157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2387.512695 but Gain 3417.406250
Score: -118596336.000000 Penalty: 61513.308594
Iteration 4F: 19 clusters Score -1.185963e+08 nChanged 143293
Entering Unmasked Mstep 
Mstep: Class 0 contains 2064 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 7482 members 
Mstep: Class 3 contains 812 members 
Mstep: Class 4 contains 2019 members 
Mstep: Class 6 contains 9526 members 
Mstep: Class 7 contains 1657 members 
Mstep: Class 8 contains 348138 members 
Mstep: Class 9 contains 133228 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 1204 members 
Mstep: Class 13 contains 12897 members 
Mstep: Class 14 contains 262980 members 
Mstep: Class 16 contains 17755 members 
Mstep: Class 18 contains 107720 members 
Mstep: Class 19 contains 11813 members 
Mstep: Class 20 contains 3848 members 
Mstep: Class 21 contains 27123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3069.861084 but Gain 3417.406250
Score: -118696904.000000 Penalty: 58095.902344
Iteration 5F: 18 clusters Score -1.186969e+08 nChanged 112516
Entering Unmasked Mstep 
Mstep: Class 0 contains 1823 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6931 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 2008 members 
Mstep: Class 6 contains 11110 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 341997 members 
Mstep: Class 9 contains 149629 members 
Mstep: Class 10 contains 784 members 
Mstep: Class 11 contains 8120 members 
Mstep: Class 12 contains 1134 members 
Mstep: Class 13 contains 6809 members 
Mstep: Class 14 contains 263506 members 
Mstep: Class 16 contains 15385 members 
Mstep: Class 18 contains 111838 members 
Mstep: Class 19 contains 8470 members 
Mstep: Class 21 contains 25349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118792216.000000 Penalty: 58095.902344
Iteration 6F: 18 clusters Score -1.187922e+08 nChanged 91961
Entering Unmasked Mstep 
Mstep: Class 0 contains 1433 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7280 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 1965 members 
Mstep: Class 6 contains 12632 members 
Mstep: Class 7 contains 2103 members 
Mstep: Class 8 contains 333139 members 
Mstep: Class 9 contains 163506 members 
Mstep: Class 10 contains 894 members 
Mstep: Class 11 contains 9123 members 
Mstep: Class 12 contains 1092 members 
Mstep: Class 13 contains 3915 members 
Mstep: Class 14 contains 250439 members 
Mstep: Class 16 contains 14034 members 
Mstep: Class 18 contains 121612 members 
Mstep: Class 19 contains 6445 members 
Mstep: Class 21 contains 26443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118908744.000000 Penalty: 58095.902344
Iteration 7F: 18 clusters Score -1.189087e+08 nChanged 79695
Entering Unmasked Mstep 
Mstep: Class 0 contains 874 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 8025 members 
Mstep: Class 3 contains 1519 members 
Mstep: Class 4 contains 1921 members 
Mstep: Class 6 contains 14177 members 
Mstep: Class 7 contains 2176 members 
Mstep: Class 8 contains 323682 members 
Mstep: Class 9 contains 175584 members 
Mstep: Class 10 contains 1000 members 
Mstep: Class 11 contains 10356 members 
Mstep: Class 12 contains 1074 members 
Mstep: Class 13 contains 2785 members 
Mstep: Class 14 contains 232849 members 
Mstep: Class 16 contains 13447 members 
Mstep: Class 18 contains 133154 members 
Mstep: Class 19 contains 5179 members 
Mstep: Class 21 contains 28582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118992296.000000 Penalty: 58095.902344
Iteration 8F: 18 clusters Score -1.189923e+08 nChanged 64061
Entering Unmasked Mstep 
Mstep: Class 0 contains 742 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 9011 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 1879 members 
Mstep: Class 6 contains 15806 members 
Mstep: Class 7 contains 2248 members 
Mstep: Class 8 contains 315350 members 
Mstep: Class 9 contains 185495 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 11910 members 
Mstep: Class 12 contains 1057 members 
Mstep: Class 13 contains 2327 members 
Mstep: Class 14 contains 215608 members 
Mstep: Class 16 contains 13355 members 
Mstep: Class 18 contains 143211 members 
Mstep: Class 19 contains 4325 members 
Mstep: Class 21 contains 30668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119042168.000000 Penalty: 58095.902344
Iteration 9F: 18 clusters Score -1.190422e+08 nChanged 50318
Entering Unmasked Mstep 
Mstep: Class 0 contains 694 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10259 members 
Mstep: Class 3 contains 1479 members 
Mstep: Class 4 contains 1845 members 
Mstep: Class 6 contains 17467 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 8 contains 308467 members 
Mstep: Class 9 contains 193956 members 
Mstep: Class 10 contains 1171 members 
Mstep: Class 11 contains 13733 members 
Mstep: Class 12 contains 1048 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 198901 members 
Mstep: Class 16 contains 13625 members 
Mstep: Class 18 contains 151581 members 
Mstep: Class 19 contains 3745 members 
Mstep: Class 21 contains 32573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3394.386475 but Gain 3417.406250
Score: -119076272.000000 Penalty: 54678.496094
Iteration 10F: 17 clusters Score -1.190763e+08 nChanged 44491
Entering Unmasked Mstep 
Mstep: Class 0 contains 632 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 11606 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 1821 members 
Mstep: Class 6 contains 20462 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 302648 members 
Mstep: Class 9 contains 201853 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 15532 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 14 contains 183919 members 
Mstep: Class 16 contains 14036 members 
Mstep: Class 18 contains 158298 members 
Mstep: Class 19 contains 3305 members 
Mstep: Class 21 contains 34125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119098544.000000 Penalty: 54678.496094
Iteration 11Q: 17 clusters Score -1.190985e+08 nChanged 38694
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 13135 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 6 contains 22380 members 
Mstep: Class 7 contains 2417 members 
Mstep: Class 8 contains 295778 members 
Mstep: Class 9 contains 208155 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 17245 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 14 contains 171726 members 
Mstep: Class 16 contains 14608 members 
Mstep: Class 18 contains 164150 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 21 contains 35236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3084.557617 but Gain 3417.406250
Score: -119111328.000000 Penalty: 51261.089844
Iteration 12Q: 16 clusters Score -1.191113e+08 nChanged 39839
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 14623 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 1762 members 
Mstep: Class 6 contains 24237 members 
Mstep: Class 7 contains 2461 members 
Mstep: Class 8 contains 287858 members 
Mstep: Class 9 contains 214892 members 
Mstep: Class 10 contains 1217 members 
Mstep: Class 11 contains 19323 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 14 contains 163090 members 
Mstep: Class 16 contains 15704 members 
Mstep: Class 18 contains 169100 members 
Mstep: Class 21 contains 36185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119122736.000000 Penalty: 51261.089844
Iteration 13Q: 16 clusters Score -1.191227e+08 nChanged 36384
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 15934 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 6 contains 25903 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 277374 members 
Mstep: Class 9 contains 222275 members 
Mstep: Class 10 contains 1207 members 
Mstep: Class 11 contains 20889 members 
Mstep: Class 12 contains 1036 members 
Mstep: Class 14 contains 156023 members 
Mstep: Class 16 contains 16529 members 
Mstep: Class 18 contains 173136 members 
Mstep: Class 21 contains 36723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119131144.000000 Penalty: 51261.089844
Iteration 14Q: 16 clusters Score -1.191311e+08 nChanged 35254
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 17127 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 1741 members 
Mstep: Class 6 contains 27538 members 
Mstep: Class 7 contains 2501 members 
Mstep: Class 8 contains 265263 members 
Mstep: Class 9 contains 230403 members 
Mstep: Class 10 contains 1205 members 
Mstep: Class 11 contains 22294 members 
Mstep: Class 12 contains 1039 members 
Mstep: Class 14 contains 150306 members 
Mstep: Class 16 contains 17488 members 
Mstep: Class 18 contains 177037 members 
Mstep: Class 21 contains 37131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119140504.000000 Penalty: 51261.089844
Iteration 15Q: 16 clusters Score -1.191405e+08 nChanged 33992
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 18064 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 6 contains 29213 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 251858 members 
Mstep: Class 9 contains 239167 members 
Mstep: Class 10 contains 1204 members 
Mstep: Class 11 contains 23622 members 
Mstep: Class 12 contains 1041 members 
Mstep: Class 14 contains 146443 members 
Mstep: Class 16 contains 18463 members 
Mstep: Class 18 contains 180176 members 
Mstep: Class 21 contains 37467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119150648.000000 Penalty: 51261.089844
Iteration 16Q: 16 clusters Score -1.191506e+08 nChanged 32774
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 18653 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 6 contains 30883 members 
Mstep: Class 7 contains 2512 members 
Mstep: Class 8 contains 238653 members 
Mstep: Class 9 contains 248434 members 
Mstep: Class 10 contains 1203 members 
Mstep: Class 11 contains 24768 members 
Mstep: Class 12 contains 1041 members 
Mstep: Class 14 contains 143487 members 
Mstep: Class 16 contains 19594 members 
Mstep: Class 18 contains 182303 members 
Mstep: Class 21 contains 37610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119160352.000000 Penalty: 51261.089844
Iteration 17Q: 16 clusters Score -1.191604e+08 nChanged 30937
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 18985 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 1741 members 
Mstep: Class 6 contains 32558 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 8 contains 226235 members 
Mstep: Class 9 contains 258195 members 
Mstep: Class 10 contains 1203 members 
Mstep: Class 11 contains 25920 members 
Mstep: Class 12 contains 1041 members 
Mstep: Class 14 contains 140975 members 
Mstep: Class 16 contains 20854 members 
Mstep: Class 18 contains 182999 members 
Mstep: Class 21 contains 37604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119169296.000000 Penalty: 51261.089844
Iteration 18Q: 16 clusters Score -1.191693e+08 nChanged 29629
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 19173 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 1739 members 
Mstep: Class 6 contains 34236 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 214522 members 
Mstep: Class 9 contains 268438 members 
Mstep: Class 10 contains 1203 members 
Mstep: Class 11 contains 26987 members 
Mstep: Class 12 contains 1041 members 
Mstep: Class 14 contains 138861 members 
Mstep: Class 16 contains 22051 members 
Mstep: Class 18 contains 182396 members 
Mstep: Class 21 contains 37630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119177920.000000 Penalty: 51261.089844
Iteration 19Q: 16 clusters Score -1.191779e+08 nChanged 28125
Entering Unmasked Mstep 
Mstep: Class 0 contains 621 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 19192 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 6 contains 35995 members 
Mstep: Class 7 contains 2518 members 
Mstep: Class 8 contains 204259 members 
Mstep: Class 9 contains 278726 members 
Mstep: Class 10 contains 1203 members 
Mstep: Class 11 contains 28025 members 
Mstep: Class 12 contains 1041 members 
Mstep: Class 14 contains 136676 members 
Mstep: Class 16 contains 23138 members 
Mstep: Class 18 contains 180699 members 
Mstep: Class 21 contains 37575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119198912.000000 Penalty: 51261.089844
Iteration 20F: 16 clusters Score -1.191989e+08 nChanged 27165
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 19109 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 6 contains 37739 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 195495 members 
Mstep: Class 9 contains 289164 members 
Mstep: Class 10 contains 1542 members 
Mstep: Class 11 contains 29034 members 
Mstep: Class 12 contains 1042 members 
Mstep: Class 14 contains 134101 members 
Mstep: Class 16 contains 24335 members 
Mstep: Class 18 contains 177821 members 
Mstep: Class 21 contains 37522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119224552.000000 Penalty: 51261.089844
Iteration 21Q: 16 clusters Score -1.192246e+08 nChanged 25421
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 18794 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 6 contains 39430 members 
Mstep: Class 7 contains 2576 members 
Mstep: Class 8 contains 188434 members 
Mstep: Class 9 contains 299421 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 29997 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 14 contains 131401 members 
Mstep: Class 16 contains 25372 members 
Mstep: Class 18 contains 174119 members 
Mstep: Class 21 contains 37387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119230120.000000 Penalty: 51261.089844
Iteration 22Q: 16 clusters Score -1.192301e+08 nChanged 24290
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 18344 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 6 contains 41085 members 
Mstep: Class 7 contains 2593 members 
Mstep: Class 8 contains 182446 members 
Mstep: Class 9 contains 309090 members 
Mstep: Class 10 contains 1503 members 
Mstep: Class 11 contains 30929 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 14 contains 128893 members 
Mstep: Class 16 contains 26280 members 
Mstep: Class 18 contains 170104 members 
Mstep: Class 21 contains 37232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119232368.000000 Penalty: 51261.089844
Iteration 23Q: 16 clusters Score -1.192324e+08 nChanged 24233
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 17790 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 1747 members 
Mstep: Class 6 contains 42748 members 
Mstep: Class 7 contains 2591 members 
Mstep: Class 8 contains 177251 members 
Mstep: Class 9 contains 317380 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 31910 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 14 contains 127169 members 
Mstep: Class 16 contains 27040 members 
Mstep: Class 18 contains 166067 members 
Mstep: Class 21 contains 37081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119229088.000000 Penalty: 51261.089844
Iteration 24Q: 16 clusters Score -1.192291e+08 nChanged 24410
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 17204 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 6 contains 44428 members 
Mstep: Class 7 contains 2593 members 
Mstep: Class 8 contains 173370 members 
Mstep: Class 9 contains 322636 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 32919 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 14 contains 126538 members 
Mstep: Class 16 contains 27731 members 
Mstep: Class 18 contains 162645 members 
Mstep: Class 21 contains 37027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119223584.000000 Penalty: 51261.089844
Iteration 25Q: 16 clusters Score -1.192236e+08 nChanged 22638
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 16666 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 1755 members 
Mstep: Class 6 contains 46019 members 
Mstep: Class 7 contains 2593 members 
Mstep: Class 8 contains 171330 members 
Mstep: Class 9 contains 324485 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 34062 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 14 contains 126477 members 
Mstep: Class 16 contains 28341 members 
Mstep: Class 18 contains 160018 members 
Mstep: Class 21 contains 37119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119220152.000000 Penalty: 51261.089844
Iteration 26Q: 16 clusters Score -1.192202e+08 nChanged 19818
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 16261 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 6 contains 47409 members 
Mstep: Class 7 contains 2592 members 
Mstep: Class 8 contains 170519 members 
Mstep: Class 9 contains 324055 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 35263 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 14 contains 126642 members 
Mstep: Class 16 contains 28970 members 
Mstep: Class 18 contains 158047 members 
Mstep: Class 21 contains 37353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119218448.000000 Penalty: 51261.089844
Iteration 27Q: 16 clusters Score -1.192184e+08 nChanged 16879
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 15946 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 6 contains 48601 members 
Mstep: Class 7 contains 2594 members 
Mstep: Class 8 contains 170544 members 
Mstep: Class 9 contains 322263 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 36431 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 14 contains 127062 members 
Mstep: Class 16 contains 29526 members 
Mstep: Class 18 contains 156510 members 
Mstep: Class 21 contains 37634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119219944.000000 Penalty: 51261.089844
Iteration 28Q: 16 clusters Score -1.192199e+08 nChanged 14519
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 15691 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 6 contains 49568 members 
Mstep: Class 7 contains 2594 members 
Mstep: Class 8 contains 170888 members 
Mstep: Class 9 contains 320308 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 37570 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 14 contains 127482 members 
Mstep: Class 16 contains 30013 members 
Mstep: Class 18 contains 155079 members 
Mstep: Class 21 contains 37916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119221768.000000 Penalty: 51261.089844
Iteration 29Q: 16 clusters Score -1.192218e+08 nChanged 12676
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 15519 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 6 contains 50395 members 
Mstep: Class 7 contains 2596 members 
Mstep: Class 8 contains 171310 members 
Mstep: Class 9 contains 318379 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 38542 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 14 contains 128052 members 
Mstep: Class 16 contains 30427 members 
Mstep: Class 18 contains 153713 members 
Mstep: Class 21 contains 38181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119225176.000000 Penalty: 51261.089844
Iteration 30Q: 16 clusters Score -1.192252e+08 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 15378 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 6 contains 51103 members 
Mstep: Class 7 contains 2596 members 
Mstep: Class 8 contains 171629 members 
Mstep: Class 9 contains 316671 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 39491 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 14 contains 128657 members 
Mstep: Class 16 contains 30792 members 
Mstep: Class 18 contains 152367 members 
Mstep: Class 21 contains 38441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119227288.000000 Penalty: 51261.089844
Iteration 31Q: 16 clusters Score -1.192273e+08 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 15273 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 1761 members 
Mstep: Class 6 contains 51702 members 
Mstep: Class 7 contains 2594 members 
Mstep: Class 8 contains 171765 members 
Mstep: Class 9 contains 315276 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 40399 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 14 contains 129285 members 
Mstep: Class 16 contains 31088 members 
Mstep: Class 18 contains 151063 members 
Mstep: Class 21 contains 38668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119229232.000000 Penalty: 51261.089844
Iteration 32Q: 16 clusters Score -1.192292e+08 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 15094 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 1762 members 
Mstep: Class 6 contains 52232 members 
Mstep: Class 7 contains 2595 members 
Mstep: Class 8 contains 171727 members 
Mstep: Class 9 contains 314237 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 41236 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 14 contains 130037 members 
Mstep: Class 16 contains 31361 members 
Mstep: Class 18 contains 149710 members 
Mstep: Class 21 contains 38862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119231472.000000 Penalty: 51261.089844
Iteration 33Q: 16 clusters Score -1.192315e+08 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 14905 members 
Mstep: Class 3 contains 1496 members 
Mstep: Class 4 contains 1762 members 
Mstep: Class 6 contains 52713 members 
Mstep: Class 7 contains 2595 members 
Mstep: Class 8 contains 171671 members 
Mstep: Class 9 contains 313350 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 41949 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 14 contains 130855 members 
Mstep: Class 16 contains 31636 members 
Mstep: Class 18 contains 148368 members 
Mstep: Class 21 contains 39042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119232872.000000 Penalty: 51261.089844
Iteration 34Q: 16 clusters Score -1.192329e+08 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 14702 members 
Mstep: Class 3 contains 1496 members 
Mstep: Class 4 contains 1762 members 
Mstep: Class 6 contains 53105 members 
Mstep: Class 7 contains 2594 members 
Mstep: Class 8 contains 171531 members 
Mstep: Class 9 contains 312659 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 42585 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 14 contains 131693 members 
Mstep: Class 16 contains 31872 members 
Mstep: Class 18 contains 147116 members 
Mstep: Class 21 contains 39212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119233448.000000 Penalty: 51261.089844
Iteration 35Q: 16 clusters Score -1.192334e+08 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 14475 members 
Mstep: Class 3 contains 1496 members 
Mstep: Class 4 contains 1762 members 
Mstep: Class 6 contains 53456 members 
Mstep: Class 7 contains 2594 members 
Mstep: Class 8 contains 171339 members 
Mstep: Class 9 contains 312048 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 43129 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 14 contains 132732 members 
Mstep: Class 16 contains 32080 members 
Mstep: Class 18 contains 145862 members 
Mstep: Class 21 contains 39344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119234512.000000 Penalty: 51261.089844
Iteration 36Q: 16 clusters Score -1.192345e+08 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 14222 members 
Mstep: Class 3 contains 1496 members 
Mstep: Class 4 contains 1763 members 
Mstep: Class 6 contains 53800 members 
Mstep: Class 7 contains 2594 members 
Mstep: Class 8 contains 171085 members 
Mstep: Class 9 contains 311617 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 43617 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 14 contains 133736 members 
Mstep: Class 16 contains 32283 members 
Mstep: Class 18 contains 144652 members 
Mstep: Class 21 contains 39450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119235480.000000 Penalty: 51261.089844
Iteration 37Q: 16 clusters Score -1.192355e+08 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 14008 members 
Mstep: Class 3 contains 1496 members 
Mstep: Class 4 contains 1763 members 
Mstep: Class 6 contains 54057 members 
Mstep: Class 7 contains 2592 members 
Mstep: Class 8 contains 170817 members 
Mstep: Class 9 contains 311378 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 44009 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 14 contains 134660 members 
Mstep: Class 16 contains 32484 members 
Mstep: Class 18 contains 143501 members 
Mstep: Class 21 contains 39561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119236360.000000 Penalty: 51261.089844
Iteration 38Q: 16 clusters Score -1.192364e+08 nChanged 6782
Entering ConstructFrom: 
Score: -119236360.000000 Penalty: 51261.089844
Entering ConstructFrom: 
Trying to split cluster 1 (11856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Entering Unmasked Estep 
Score: -1408443.875000 Penalty: 2326.386230
	Iteration 0F: 2 clusters Score -1408444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1399570.375000 Penalty: 4652.772461
	Iteration 0F: 3 clusters Score -1399570 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1402364.125000 Penalty: 4652.772461
	Iteration 1F: 3 clusters Score -1402364 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1402733.125000 Penalty: 4652.772461
	Iteration 2F: 3 clusters Score -1402733 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1402994.875000 Penalty: 4652.772461
	Iteration 3F: 3 clusters Score -1402995 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1403283.750000 Penalty: 4652.772461
	Iteration 4Q: 3 clusters Score -1403284 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1403647.000000 Penalty: 4652.772461
	Iteration 5Q: 3 clusters Score -1403647 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1404091.625000 Penalty: 4652.772461
	Iteration 6F: 3 clusters Score -1404092 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1404622.125000 Penalty: 4652.772461
	Iteration 7F: 3 clusters Score -1404622 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1405264.625000 Penalty: 4652.772461
	Iteration 8F: 3 clusters Score -1405265 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1405940.500000 Penalty: 4652.772461
	Iteration 9F: 3 clusters Score -1405940 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1406578.125000 Penalty: 4652.772461
	Iteration 10F: 3 clusters Score -1406578 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1407021.625000 Penalty: 4652.772461
	Iteration 11F: 3 clusters Score -1407022 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1407280.250000 Penalty: 4652.772461
	Iteration 12Q: 3 clusters Score -1407280 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1407414.125000 Penalty: 4652.772461
	Iteration 13Q: 3 clusters Score -1407414 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1407487.875000 Penalty: 4652.772461
	Iteration 14Q: 3 clusters Score -1407488 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1407536.750000 Penalty: 4652.772461
	Iteration 15Q: 3 clusters Score -1407537 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1407585.750000 Penalty: 4652.772461
	Iteration 16Q: 3 clusters Score -1407586 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1407625.375000 Penalty: 4652.772461
	Iteration 17Q: 3 clusters Score -1407625 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1407652.250000 Penalty: 4652.772461
	Iteration 18Q: 3 clusters Score -1407652 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1407688.875000 Penalty: 4652.772461
	Iteration 19Q: 3 clusters Score -1407689 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1407716.000000 Penalty: 4652.772461
	Iteration 20F: 3 clusters Score -1407716 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1407748.125000 Penalty: 4652.772461
	Iteration 21Q: 3 clusters Score -1407748 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1407768.250000 Penalty: 4652.772461
	Iteration 22Q: 3 clusters Score -1407768 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1407783.125000 Penalty: 4652.772461
	Iteration 23Q: 3 clusters Score -1407783 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1407798.500000 Penalty: 4652.772461
	Iteration 24Q: 3 clusters Score -1407798 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1407810.000000 Penalty: 4652.772461
	Iteration 25Q: 3 clusters Score -1407810 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1407833.125000 Penalty: 4652.772461
	Iteration 26Q: 3 clusters Score -1407833 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1407846.250000 Penalty: 4652.772461
	Iteration 27Q: 3 clusters Score -1407846 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1407875.625000 Penalty: 4652.772461
	Iteration 28Q: 3 clusters Score -1407876 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1407885.375000 Penalty: 4652.772461
	Iteration 29Q: 3 clusters Score -1407885 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1407896.000000 Penalty: 4652.772461
	Iteration 30Q: 3 clusters Score -1407896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1407898.500000 Penalty: 4652.772461
	Iteration 31Q: 3 clusters Score -1407898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1407898.500000 Penalty: 4652.772461
	Iteration 32Q: 3 clusters Score -1407898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1407904.875000 Penalty: 4652.772461
	Iteration 33Q: 3 clusters Score -1407905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1407903.000000 Penalty: 4652.772461
	Iteration 34Q: 3 clusters Score -1407903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1407909.500000 Penalty: 4652.772461
	Iteration 35Q: 3 clusters Score -1407910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1407910.625000 Penalty: 4652.772461
	Iteration 36Q: 3 clusters Score -1407911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1407911.875000 Penalty: 4652.772461
	Iteration 37Q: 3 clusters Score -1407912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1407912.125000 Penalty: 4652.772461
	Iteration 38Q: 3 clusters Score -1407912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1407911.750000 Penalty: 4652.772461
	Iteration 39Q: 3 clusters Score -1407912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1407912.875000 Penalty: 4652.772461
	Iteration 40F: 3 clusters Score -1407913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1407909.375000 Penalty: 4652.772461
	Iteration 41Q: 3 clusters Score -1407909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1407910.000000 Penalty: 4652.772461
	Iteration 42Q: 3 clusters Score -1407910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1407916.250000 Penalty: 4652.772461
	Iteration 43Q: 3 clusters Score -1407916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1407914.875000 Penalty: 4652.772461
	Iteration 44Q: 3 clusters Score -1407915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1407915.750000 Penalty: 4652.772461
	Iteration 45Q: 3 clusters Score -1407916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1407914.125000 Penalty: 4652.772461
	Iteration 46Q: 3 clusters Score -1407914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1407916.625000 Penalty: 4652.772461
	Iteration 47Q: 3 clusters Score -1407917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1407917.875000 Penalty: 4652.772461
	Iteration 48Q: 3 clusters Score -1407918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1407922.000000 Penalty: 4652.772461
	Iteration 49Q: 3 clusters Score -1407922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1407921.000000 Penalty: 4652.772461
	Iteration 50Q: 3 clusters Score -1407921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1407920.750000 Penalty: 4652.772461
	Iteration 51Q: 3 clusters Score -1407921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1407920.750000 Penalty: 4652.772461
	Iteration 52F: 3 clusters Score -1407921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Entering Unmasked Estep 
Score: -1777811.375000 Penalty: 2363.555420
	Iteration 0F: 2 clusters Score -1777811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1767817.250000 Penalty: 4727.110840
	Iteration 0F: 3 clusters Score -1767817 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1770870.000000 Penalty: 4727.110840
	Iteration 1F: 3 clusters Score -1770870 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1771170.000000 Penalty: 4727.110840
	Iteration 2F: 3 clusters Score -1771170 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1771398.000000 Penalty: 4727.110840
	Iteration 3Q: 3 clusters Score -1771398 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1771569.250000 Penalty: 4727.110840
	Iteration 4Q: 3 clusters Score -1771569 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1771706.250000 Penalty: 4727.110840
	Iteration 5Q: 3 clusters Score -1771706 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1771837.750000 Penalty: 4727.110840
	Iteration 6Q: 3 clusters Score -1771838 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1771982.875000 Penalty: 4727.110840
	Iteration 7Q: 3 clusters Score -1771983 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1772179.875000 Penalty: 4727.110840
	Iteration 8Q: 3 clusters Score -1772180 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1772393.375000 Penalty: 4727.110840
	Iteration 9Q: 3 clusters Score -1772393 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1772660.500000 Penalty: 4727.110840
	Iteration 10Q: 3 clusters Score -1772660 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1773028.750000 Penalty: 4727.110840
	Iteration 11Q: 3 clusters Score -1773029 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1773424.750000 Penalty: 4727.110840
	Iteration 12Q: 3 clusters Score -1773425 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1773868.875000 Penalty: 4727.110840
	Iteration 13Q: 3 clusters Score -1773869 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1774321.375000 Penalty: 4727.110840
	Iteration 14Q: 3 clusters Score -1774321 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1774762.125000 Penalty: 4727.110840
	Iteration 15Q: 3 clusters Score -1774762 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1775088.125000 Penalty: 4727.110840
	Iteration 16Q: 3 clusters Score -1775088 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1775292.375000 Penalty: 4727.110840
	Iteration 17Q: 3 clusters Score -1775292 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1775427.125000 Penalty: 4727.110840
	Iteration 18Q: 3 clusters Score -1775427 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1775490.750000 Penalty: 4727.110840
	Iteration 19Q: 3 clusters Score -1775491 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1775553.875000 Penalty: 4727.110840
	Iteration 20F: 3 clusters Score -1775554 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1775609.625000 Penalty: 4727.110840
	Iteration 21Q: 3 clusters Score -1775610 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1775643.750000 Penalty: 4727.110840
	Iteration 22Q: 3 clusters Score -1775644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1775661.875000 Penalty: 4727.110840
	Iteration 23Q: 3 clusters Score -1775662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1775677.625000 Penalty: 4727.110840
	Iteration 24Q: 3 clusters Score -1775678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1775690.250000 Penalty: 4727.110840
	Iteration 25Q: 3 clusters Score -1775690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1775699.750000 Penalty: 4727.110840
	Iteration 26Q: 3 clusters Score -1775700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1775704.750000 Penalty: 4727.110840
	Iteration 27Q: 3 clusters Score -1775705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1775714.750000 Penalty: 4727.110840
	Iteration 28Q: 3 clusters Score -1775715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1775720.375000 Penalty: 4727.110840
	Iteration 29Q: 3 clusters Score -1775720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1775722.500000 Penalty: 4727.110840
	Iteration 30Q: 3 clusters Score -1775722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1775729.625000 Penalty: 4727.110840
	Iteration 31Q: 3 clusters Score -1775730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1775735.750000 Penalty: 4727.110840
	Iteration 32Q: 3 clusters Score -1775736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1775743.750000 Penalty: 4727.110840
	Iteration 33Q: 3 clusters Score -1775744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1775749.000000 Penalty: 4727.110840
	Iteration 34Q: 3 clusters Score -1775749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1775755.500000 Penalty: 4727.110840
	Iteration 35Q: 3 clusters Score -1775756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1775763.250000 Penalty: 4727.110840
	Iteration 36Q: 3 clusters Score -1775763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1775771.250000 Penalty: 4727.110840
	Iteration 37Q: 3 clusters Score -1775771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1775779.625000 Penalty: 4727.110840
	Iteration 38Q: 3 clusters Score -1775780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1775782.500000 Penalty: 4727.110840
	Iteration 39Q: 3 clusters Score -1775782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1775791.500000 Penalty: 4727.110840
	Iteration 40F: 3 clusters Score -1775792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1775793.500000 Penalty: 4727.110840
	Iteration 41Q: 3 clusters Score -1775794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1775795.000000 Penalty: 4727.110840
	Iteration 42Q: 3 clusters Score -1775795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1775802.250000 Penalty: 4727.110840
	Iteration 43Q: 3 clusters Score -1775802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1775806.875000 Penalty: 4727.110840
	Iteration 44Q: 3 clusters Score -1775807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1775807.500000 Penalty: 4727.110840
	Iteration 45Q: 3 clusters Score -1775808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1775811.625000 Penalty: 4727.110840
	Iteration 46Q: 3 clusters Score -1775812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1775812.125000 Penalty: 4727.110840
	Iteration 47Q: 3 clusters Score -1775812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1775813.000000 Penalty: 4727.110840
	Iteration 48Q: 3 clusters Score -1775813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1775813.000000 Penalty: 4727.110840
	Iteration 49F: 3 clusters Score -1775813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -137348.828125 Penalty: 1813.016479
	Iteration 0F: 2 clusters Score -137348.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -135304.312500 Penalty: 3626.032959
	Iteration 0F: 3 clusters Score -135304.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -136626.515625 Penalty: 3626.032959
	Iteration 1F: 3 clusters Score -136626.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -137710.812500 Penalty: 3626.032959
	Iteration 2F: 3 clusters Score -137710.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -138878.890625 Penalty: 3626.032959
	Iteration 3F: 3 clusters Score -138878.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -140061.734375 Penalty: 3626.032959
	Iteration 4F: 3 clusters Score -140061.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -140951.406250 Penalty: 3626.032959
	Iteration 5F: 3 clusters Score -140951.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -141334.171875 Penalty: 3626.032959
	Iteration 6Q: 3 clusters Score -141334.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -141371.640625 Penalty: 3626.032959
	Iteration 7Q: 3 clusters Score -141371.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -141434.968750 Penalty: 3626.032959
	Iteration 8Q: 3 clusters Score -141435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -141479.125000 Penalty: 3626.032959
	Iteration 9Q: 3 clusters Score -141479.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -141564.593750 Penalty: 3626.032959
	Iteration 10Q: 3 clusters Score -141564.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -141688.734375 Penalty: 3626.032959
	Iteration 11Q: 3 clusters Score -141688.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -141771.062500 Penalty: 3626.032959
	Iteration 12Q: 3 clusters Score -141771.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -141798.531250 Penalty: 3626.032959
	Iteration 13Q: 3 clusters Score -141798.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -141828.218750 Penalty: 3626.032959
	Iteration 14Q: 3 clusters Score -141828.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -141891.484375 Penalty: 3626.032959
	Iteration 15Q: 3 clusters Score -141891.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -141931.203125 Penalty: 3626.032959
	Iteration 16Q: 3 clusters Score -141931.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -141980.875000 Penalty: 3626.032959
	Iteration 17Q: 3 clusters Score -141980.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -142002.328125 Penalty: 3626.032959
	Iteration 18Q: 3 clusters Score -142002.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -142041.968750 Penalty: 3626.032959
	Iteration 19Q: 3 clusters Score -142042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -142041.968750 Penalty: 3626.032959
	Iteration 20F: 3 clusters Score -142042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 13773 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1763 members 
Mstep: Class 5 contains 774 members 
Mstep: Class 6 contains 54290 members 
Mstep: Class 7 contains 2592 members 
Mstep: Class 8 contains 170491 members 
Mstep: Class 9 contains 311172 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 44346 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 14 contains 135697 members 
Mstep: Class 16 contains 32639 members 
Mstep: Class 18 contains 142428 members 
Mstep: Class 21 contains 39648 members 
Entering Unmasked Estep 
Score: -119240024.000000 Penalty: 54678.496094
Splitting cluster 3 changes total score from -119236360.000000 to -119240024.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 4 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -213295.453125 Penalty: 1853.743408
	Iteration 0F: 2 clusters Score -213295.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -210793.156250 Penalty: 3707.486816
	Iteration 0F: 3 clusters Score -210793.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -211174.406250 Penalty: 3707.486816
	Iteration 1F: 3 clusters Score -211174.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -211304.359375 Penalty: 3707.486816
	Iteration 2F: 3 clusters Score -211304.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -211378.296875 Penalty: 3707.486816
	Iteration 3Q: 3 clusters Score -211378.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -211424.078125 Penalty: 3707.486816
	Iteration 4Q: 3 clusters Score -211424.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -211450.562500 Penalty: 3707.486816
	Iteration 5Q: 3 clusters Score -211450.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -211470.093750 Penalty: 3707.486816
	Iteration 6Q: 3 clusters Score -211470.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -211490.750000 Penalty: 3707.486816
	Iteration 7Q: 3 clusters Score -211490.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -211508.484375 Penalty: 3707.486816
	Iteration 8Q: 3 clusters Score -211508.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -211520.968750 Penalty: 3707.486816
	Iteration 9Q: 3 clusters Score -211521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -211529.609375 Penalty: 3707.486816
	Iteration 10Q: 3 clusters Score -211529.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -211539.359375 Penalty: 3707.486816
	Iteration 11Q: 3 clusters Score -211539.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -211553.359375 Penalty: 3707.486816
	Iteration 12Q: 3 clusters Score -211553.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -211562.687500 Penalty: 3707.486816
	Iteration 13Q: 3 clusters Score -211562.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -211574.953125 Penalty: 3707.486816
	Iteration 14Q: 3 clusters Score -211575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -211582.468750 Penalty: 3707.486816
	Iteration 15Q: 3 clusters Score -211582.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -211590.640625 Penalty: 3707.486816
	Iteration 16Q: 3 clusters Score -211590.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -211601.390625 Penalty: 3707.486816
	Iteration 17Q: 3 clusters Score -211601.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -211612.437500 Penalty: 3707.486816
	Iteration 18Q: 3 clusters Score -211612.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -211619.562500 Penalty: 3707.486816
	Iteration 19Q: 3 clusters Score -211619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -211626.703125 Penalty: 3707.486816
	Iteration 20F: 3 clusters Score -211626.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -211630.468750 Penalty: 3707.486816
	Iteration 21Q: 3 clusters Score -211630.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -211634.156250 Penalty: 3707.486816
	Iteration 22Q: 3 clusters Score -211634.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -211642.234375 Penalty: 3707.486816
	Iteration 23Q: 3 clusters Score -211642.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -211648.140625 Penalty: 3707.486816
	Iteration 24Q: 3 clusters Score -211648.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -211652.578125 Penalty: 3707.486816
	Iteration 25Q: 3 clusters Score -211652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -211653.890625 Penalty: 3707.486816
	Iteration 26Q: 3 clusters Score -211653.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -211656.468750 Penalty: 3707.486816
	Iteration 27Q: 3 clusters Score -211656.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -211659.234375 Penalty: 3707.486816
	Iteration 28Q: 3 clusters Score -211659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -211661.765625 Penalty: 3707.486816
	Iteration 29Q: 3 clusters Score -211661.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -211662.015625 Penalty: 3707.486816
	Iteration 30Q: 3 clusters Score -211662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -211662.234375 Penalty: 3707.486816
	Iteration 31Q: 3 clusters Score -211662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -211662.234375 Penalty: 3707.486816
	Iteration 32F: 3 clusters Score -211662.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Entering Unmasked Estep 
Score: -6606016.000000 Penalty: 2703.719727
	Iteration 0F: 2 clusters Score -6606016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -6569465.000000 Penalty: 5407.439453
	Iteration 0F: 3 clusters Score -6569465 nChanged 25228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -6584608.500000 Penalty: 5407.439453
	Iteration 1F: 3 clusters Score -6584608 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -6587328.000000 Penalty: 5407.439453
	Iteration 2F: 3 clusters Score -6587328 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -6590879.500000 Penalty: 5407.439453
	Iteration 3F: 3 clusters Score -6590880 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -6595115.500000 Penalty: 5407.439453
	Iteration 4F: 3 clusters Score -6595116 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -6599287.500000 Penalty: 5407.439453
	Iteration 5F: 3 clusters Score -6599288 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -6602158.500000 Penalty: 5407.439453
	Iteration 6F: 3 clusters Score -6602158 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -6603484.000000 Penalty: 5407.439453
	Iteration 7F: 3 clusters Score -6603484 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -6603940.500000 Penalty: 5407.439453
	Iteration 8Q: 3 clusters Score -6603940 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -6604148.000000 Penalty: 5407.439453
	Iteration 9Q: 3 clusters Score -6604148 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -6604235.000000 Penalty: 5407.439453
	Iteration 10Q: 3 clusters Score -6604235 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -6604317.000000 Penalty: 5407.439453
	Iteration 11Q: 3 clusters Score -6604317 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -6604371.000000 Penalty: 5407.439453
	Iteration 12Q: 3 clusters Score -6604371 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -6604446.000000 Penalty: 5407.439453
	Iteration 13Q: 3 clusters Score -6604446 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -6604504.500000 Penalty: 5407.439453
	Iteration 14Q: 3 clusters Score -6604504 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -6604617.500000 Penalty: 5407.439453
	Iteration 15Q: 3 clusters Score -6604618 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -6604684.000000 Penalty: 5407.439453
	Iteration 16Q: 3 clusters Score -6604684 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -6604748.500000 Penalty: 5407.439453
	Iteration 17Q: 3 clusters Score -6604748 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -6604758.000000 Penalty: 5407.439453
	Iteration 18Q: 3 clusters Score -6604758 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -6604822.000000 Penalty: 5407.439453
	Iteration 19Q: 3 clusters Score -6604822 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -6604875.000000 Penalty: 5407.439453
	Iteration 20F: 3 clusters Score -6604875 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -6604911.000000 Penalty: 5407.439453
	Iteration 21Q: 3 clusters Score -6604911 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -6604986.500000 Penalty: 5407.439453
	Iteration 22Q: 3 clusters Score -6604986 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -6605035.000000 Penalty: 5407.439453
	Iteration 23Q: 3 clusters Score -6605035 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -6605092.000000 Penalty: 5407.439453
	Iteration 24Q: 3 clusters Score -6605092 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -6605142.500000 Penalty: 5407.439453
	Iteration 25Q: 3 clusters Score -6605142 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -6605226.000000 Penalty: 5407.439453
	Iteration 26Q: 3 clusters Score -6605226 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -6605298.000000 Penalty: 5407.439453
	Iteration 27Q: 3 clusters Score -6605298 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -6605391.500000 Penalty: 5407.439453
	Iteration 28Q: 3 clusters Score -6605392 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -6605479.500000 Penalty: 5407.439453
	Iteration 29Q: 3 clusters Score -6605480 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -6605717.000000 Penalty: 5407.439453
	Iteration 30Q: 3 clusters Score -6605717 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -6606077.000000 Penalty: 5407.439453
	Iteration 31Q: 3 clusters Score -6606077 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -6606677.500000 Penalty: 5407.439453
	Iteration 32Q: 3 clusters Score -6606678 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -6607737.000000 Penalty: 5407.439453
	Iteration 33Q: 3 clusters Score -6607737 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -6608674.500000 Penalty: 5407.439453
	Iteration 34Q: 3 clusters Score -6608674 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -6608929.500000 Penalty: 5407.439453
	Iteration 35Q: 3 clusters Score -6608930 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -6609071.000000 Penalty: 5407.439453
	Iteration 36Q: 3 clusters Score -6609071 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -6609156.500000 Penalty: 5407.439453
	Iteration 37Q: 3 clusters Score -6609156 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 50840 members 
Entering Unmasked Estep 
Score: -6609210.000000 Penalty: 5407.439453
	Iteration 38Q: 3 clusters Score -6609210 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -6609234.500000 Penalty: 5407.439453
	Iteration 39Q: 3 clusters Score -6609234 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -6609250.000000 Penalty: 5407.439453
	Iteration 40F: 3 clusters Score -6609250 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -6609248.500000 Penalty: 5407.439453
	Iteration 41Q: 3 clusters Score -6609248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -6609256.500000 Penalty: 5407.439453
	Iteration 42Q: 3 clusters Score -6609256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -6609256.000000 Penalty: 5407.439453
	Iteration 43Q: 3 clusters Score -6609256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -6609271.000000 Penalty: 5407.439453
	Iteration 44Q: 3 clusters Score -6609271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -6609274.500000 Penalty: 5407.439453
	Iteration 45Q: 3 clusters Score -6609274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -6609274.500000 Penalty: 5407.439453
	Iteration 46Q: 3 clusters Score -6609274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 51201 members 
Entering Unmasked Estep 
Score: -6609274.500000 Penalty: 5407.439453
	Iteration 47Q: 3 clusters Score -6609274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -6609273.500000 Penalty: 5407.439453
	Iteration 48Q: 3 clusters Score -6609274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -6609273.500000 Penalty: 5407.439453
	Iteration 49Q: 3 clusters Score -6609274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -6609271.500000 Penalty: 5407.439453
	Iteration 50Q: 3 clusters Score -6609272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -6609266.500000 Penalty: 5407.439453
	Iteration 51Q: 3 clusters Score -6609266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -6609266.000000 Penalty: 5407.439453
	Iteration 52Q: 3 clusters Score -6609266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -6609260.500000 Penalty: 5407.439453
	Iteration 53Q: 3 clusters Score -6609260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -6609263.500000 Penalty: 5407.439453
	Iteration 54Q: 3 clusters Score -6609264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -6609264.000000 Penalty: 5407.439453
	Iteration 55Q: 3 clusters Score -6609264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -6609267.500000 Penalty: 5407.439453
	Iteration 56Q: 3 clusters Score -6609268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -6609267.500000 Penalty: 5407.439453
	Iteration 57F: 3 clusters Score -6609268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 13773 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1763 members 
Mstep: Class 5 contains 774 members 
Mstep: Class 6 contains 3026 members 
Mstep: Class 7 contains 2592 members 
Mstep: Class 8 contains 170491 members 
Mstep: Class 9 contains 311172 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 44346 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 13 contains 51264 members 
Mstep: Class 14 contains 135697 members 
Mstep: Class 16 contains 32639 members 
Mstep: Class 18 contains 142428 members 
Mstep: Class 21 contains 39648 members 
Entering Unmasked Estep 
Score: -119242904.000000 Penalty: 58095.902344
Splitting cluster 6 changes total score from -119236360.000000 to -119242904.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 7 (2592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Entering Unmasked Estep 
Score: -308935.187500 Penalty: 1949.325928
	Iteration 0F: 2 clusters Score -308935.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -305985.218750 Penalty: 3898.651855
	Iteration 0F: 3 clusters Score -305985.2 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -306789.625000 Penalty: 3898.651855
	Iteration 1F: 3 clusters Score -306789.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -307124.125000 Penalty: 3898.651855
	Iteration 2F: 3 clusters Score -307124.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -307368.875000 Penalty: 3898.651855
	Iteration 3F: 3 clusters Score -307368.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -307595.187500 Penalty: 3898.651855
	Iteration 4F: 3 clusters Score -307595.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -307933.375000 Penalty: 3898.651855
	Iteration 5F: 3 clusters Score -307933.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -308345.562500 Penalty: 3898.651855
	Iteration 6F: 3 clusters Score -308345.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -308548.750000 Penalty: 3898.651855
	Iteration 7F: 3 clusters Score -308548.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -308703.781250 Penalty: 3898.651855
	Iteration 8Q: 3 clusters Score -308703.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -308789.343750 Penalty: 3898.651855
	Iteration 9Q: 3 clusters Score -308789.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -308851.937500 Penalty: 3898.651855
	Iteration 10Q: 3 clusters Score -308851.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -308890.781250 Penalty: 3898.651855
	Iteration 11Q: 3 clusters Score -308890.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -308914.937500 Penalty: 3898.651855
	Iteration 12Q: 3 clusters Score -308914.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -308925.781250 Penalty: 3898.651855
	Iteration 13Q: 3 clusters Score -308925.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -308934.187500 Penalty: 3898.651855
	Iteration 14Q: 3 clusters Score -308934.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -308940.562500 Penalty: 3898.651855
	Iteration 15Q: 3 clusters Score -308940.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -308945.437500 Penalty: 3898.651855
	Iteration 16Q: 3 clusters Score -308945.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -308952.687500 Penalty: 3898.651855
	Iteration 17Q: 3 clusters Score -308952.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -308959.968750 Penalty: 3898.651855
	Iteration 18Q: 3 clusters Score -308960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -308970.593750 Penalty: 3898.651855
	Iteration 19Q: 3 clusters Score -308970.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -308979.218750 Penalty: 3898.651855
	Iteration 20F: 3 clusters Score -308979.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -308991.843750 Penalty: 3898.651855
	Iteration 21Q: 3 clusters Score -308991.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -309001.218750 Penalty: 3898.651855
	Iteration 22Q: 3 clusters Score -309001.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -309007.125000 Penalty: 3898.651855
	Iteration 23Q: 3 clusters Score -309007.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -309012.406250 Penalty: 3898.651855
	Iteration 24Q: 3 clusters Score -309012.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -309017.062500 Penalty: 3898.651855
	Iteration 25Q: 3 clusters Score -309017.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -309021.218750 Penalty: 3898.651855
	Iteration 26Q: 3 clusters Score -309021.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -309025.656250 Penalty: 3898.651855
	Iteration 27Q: 3 clusters Score -309025.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -309030.562500 Penalty: 3898.651855
	Iteration 28Q: 3 clusters Score -309030.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -309036.843750 Penalty: 3898.651855
	Iteration 29Q: 3 clusters Score -309036.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -309045.656250 Penalty: 3898.651855
	Iteration 30Q: 3 clusters Score -309045.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -309060.656250 Penalty: 3898.651855
	Iteration 31Q: 3 clusters Score -309060.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -309076.312500 Penalty: 3898.651855
	Iteration 32Q: 3 clusters Score -309076.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -309082.937500 Penalty: 3898.651855
	Iteration 33Q: 3 clusters Score -309082.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -309087.687500 Penalty: 3898.651855
	Iteration 34Q: 3 clusters Score -309087.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -309093.062500 Penalty: 3898.651855
	Iteration 35Q: 3 clusters Score -309093.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -309098.781250 Penalty: 3898.651855
	Iteration 36Q: 3 clusters Score -309098.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -309102.906250 Penalty: 3898.651855
	Iteration 37Q: 3 clusters Score -309102.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -309112.656250 Penalty: 3898.651855
	Iteration 38Q: 3 clusters Score -309112.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -309114.843750 Penalty: 3898.651855
	Iteration 39Q: 3 clusters Score -309114.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -309114.843750 Penalty: 3898.651855
	Iteration 40F: 3 clusters Score -309114.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 13773 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1763 members 
Mstep: Class 5 contains 774 members 
Mstep: Class 6 contains 3026 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 170491 members 
Mstep: Class 9 contains 311172 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 11 contains 44346 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 13 contains 51264 members 
Mstep: Class 14 contains 135697 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 32639 members 
Mstep: Class 18 contains 142428 members 
Mstep: Class 21 contains 39648 members 
Entering Unmasked Estep 
Score: -119241568.000000 Penalty: 61513.308594
Splitting cluster 7 changes total score from -119236360.000000 to -119241568.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 8 (170491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170491 members 
Entering Unmasked Estep 
Score: -21501164.000000 Penalty: 2987.516602
	Iteration 0F: 2 clusters Score -2.150116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85107 members 
Mstep: Class 2 contains 85384 members 
Entering Unmasked Estep 
Score: -21387492.000000 Penalty: 5975.033203
	Iteration 0F: 3 clusters Score -2.138749e+07 nChanged 81839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83342 members 
Mstep: Class 2 contains 87149 members 
Entering Unmasked Estep 
Score: -21435922.000000 Penalty: 5975.033203
	Iteration 1F: 3 clusters Score -2.143592e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82435 members 
Mstep: Class 2 contains 88056 members 
Entering Unmasked Estep 
Score: -21437810.000000 Penalty: 5975.033203
	Iteration 2Q: 3 clusters Score -2.143781e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81309 members 
Mstep: Class 2 contains 89182 members 
Entering Unmasked Estep 
Score: -21440480.000000 Penalty: 5975.033203
	Iteration 3Q: 3 clusters Score -2.144048e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80148 members 
Mstep: Class 2 contains 90343 members 
Entering Unmasked Estep 
Score: -21444114.000000 Penalty: 5975.033203
	Iteration 4Q: 3 clusters Score -2.144411e+07 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 91463 members 
Entering Unmasked Estep 
Score: -21448900.000000 Penalty: 5975.033203
	Iteration 5F: 3 clusters Score -2.14489e+07 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77936 members 
Mstep: Class 2 contains 92555 members 
Entering Unmasked Estep 
Score: -21455350.000000 Penalty: 5975.033203
	Iteration 6F: 3 clusters Score -2.145535e+07 nChanged 10637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76891 members 
Mstep: Class 2 contains 93600 members 
Entering Unmasked Estep 
Score: -21462674.000000 Penalty: 5975.033203
	Iteration 7F: 3 clusters Score -2.146267e+07 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75930 members 
Mstep: Class 2 contains 94561 members 
Entering Unmasked Estep 
Score: -21469642.000000 Penalty: 5975.033203
	Iteration 8F: 3 clusters Score -2.146964e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75248 members 
Mstep: Class 2 contains 95243 members 
Entering Unmasked Estep 
Score: -21473802.000000 Penalty: 5975.033203
	Iteration 9F: 3 clusters Score -2.14738e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74486 members 
Mstep: Class 2 contains 96005 members 
Entering Unmasked Estep 
Score: -21475562.000000 Penalty: 5975.033203
	Iteration 10Q: 3 clusters Score -2.147556e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73579 members 
Mstep: Class 2 contains 96912 members 
Entering Unmasked Estep 
Score: -21476666.000000 Penalty: 5975.033203
	Iteration 11Q: 3 clusters Score -2.147667e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72703 members 
Mstep: Class 2 contains 97788 members 
Entering Unmasked Estep 
Score: -21477236.000000 Penalty: 5975.033203
	Iteration 12Q: 3 clusters Score -2.147724e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71686 members 
Mstep: Class 2 contains 98805 members 
Entering Unmasked Estep 
Score: -21477734.000000 Penalty: 5975.033203
	Iteration 13Q: 3 clusters Score -2.147773e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70586 members 
Mstep: Class 2 contains 99905 members 
Entering Unmasked Estep 
Score: -21478318.000000 Penalty: 5975.033203
	Iteration 14Q: 3 clusters Score -2.147832e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69223 members 
Mstep: Class 2 contains 101268 members 
Entering Unmasked Estep 
Score: -21478774.000000 Penalty: 5975.033203
	Iteration 15Q: 3 clusters Score -2.147877e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67688 members 
Mstep: Class 2 contains 102803 members 
Entering Unmasked Estep 
Score: -21479364.000000 Penalty: 5975.033203
	Iteration 16Q: 3 clusters Score -2.147936e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65981 members 
Mstep: Class 2 contains 104510 members 
Entering Unmasked Estep 
Score: -21480010.000000 Penalty: 5975.033203
	Iteration 17Q: 3 clusters Score -2.148001e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64160 members 
Mstep: Class 2 contains 106331 members 
Entering Unmasked Estep 
Score: -21480588.000000 Penalty: 5975.033203
	Iteration 18Q: 3 clusters Score -2.148059e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 108322 members 
Entering Unmasked Estep 
Score: -21481392.000000 Penalty: 5975.033203
	Iteration 19Q: 3 clusters Score -2.148139e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60074 members 
Mstep: Class 2 contains 110417 members 
Entering Unmasked Estep 
Score: -21482120.000000 Penalty: 5975.033203
	Iteration 20F: 3 clusters Score -2.148212e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 112657 members 
Entering Unmasked Estep 
Score: -21483022.000000 Penalty: 5975.033203
	Iteration 21Q: 3 clusters Score -2.148302e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 114974 members 
Entering Unmasked Estep 
Score: -21483718.000000 Penalty: 5975.033203
	Iteration 22Q: 3 clusters Score -2.148372e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 117311 members 
Entering Unmasked Estep 
Score: -21484632.000000 Penalty: 5975.033203
	Iteration 23Q: 3 clusters Score -2.148463e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 119551 members 
Entering Unmasked Estep 
Score: -21485360.000000 Penalty: 5975.033203
	Iteration 24Q: 3 clusters Score -2.148536e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 121783 members 
Entering Unmasked Estep 
Score: -21486218.000000 Penalty: 5975.033203
	Iteration 25Q: 3 clusters Score -2.148622e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 124076 members 
Entering Unmasked Estep 
Score: -21486988.000000 Penalty: 5975.033203
	Iteration 26Q: 3 clusters Score -2.148699e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 126319 members 
Entering Unmasked Estep 
Score: -21487712.000000 Penalty: 5975.033203
	Iteration 27Q: 3 clusters Score -2.148771e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 128602 members 
Entering Unmasked Estep 
Score: -21488402.000000 Penalty: 5975.033203
	Iteration 28Q: 3 clusters Score -2.14884e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 130785 members 
Entering Unmasked Estep 
Score: -21489300.000000 Penalty: 5975.033203
	Iteration 29Q: 3 clusters Score -2.14893e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 132821 members 
Entering Unmasked Estep 
Score: -21489906.000000 Penalty: 5975.033203
	Iteration 30Q: 3 clusters Score -2.148991e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 134846 members 
Entering Unmasked Estep 
Score: -21490588.000000 Penalty: 5975.033203
	Iteration 31Q: 3 clusters Score -2.149059e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 136799 members 
Entering Unmasked Estep 
Score: -21491166.000000 Penalty: 5975.033203
	Iteration 32Q: 3 clusters Score -2.149117e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 138739 members 
Entering Unmasked Estep 
Score: -21491646.000000 Penalty: 5975.033203
	Iteration 33Q: 3 clusters Score -2.149165e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 140678 members 
Entering Unmasked Estep 
Score: -21492284.000000 Penalty: 5975.033203
	Iteration 34Q: 3 clusters Score -2.149228e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 142551 members 
Entering Unmasked Estep 
Score: -21492910.000000 Penalty: 5975.033203
	Iteration 35Q: 3 clusters Score -2.149291e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 144332 members 
Entering Unmasked Estep 
Score: -21493440.000000 Penalty: 5975.033203
	Iteration 36Q: 3 clusters Score -2.149344e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 146083 members 
Entering Unmasked Estep 
Score: -21493980.000000 Penalty: 5975.033203
	Iteration 37Q: 3 clusters Score -2.149398e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 147756 members 
Entering Unmasked Estep 
Score: -21494518.000000 Penalty: 5975.033203
	Iteration 38Q: 3 clusters Score -2.149452e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 149362 members 
Entering Unmasked Estep 
Score: -21495076.000000 Penalty: 5975.033203
	Iteration 39Q: 3 clusters Score -2.149508e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 150887 members 
Entering Unmasked Estep 
Score: -21495562.000000 Penalty: 5975.033203
	Iteration 40F: 3 clusters Score -2.149556e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 152316 members 
Entering Unmasked Estep 
Score: -21495934.000000 Penalty: 5975.033203
	Iteration 41Q: 3 clusters Score -2.149593e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 153650 members 
Entering Unmasked Estep 
Score: -21496360.000000 Penalty: 5975.033203
	Iteration 42Q: 3 clusters Score -2.149636e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 154967 members 
Entering Unmasked Estep 
Score: -21496802.000000 Penalty: 5975.033203
	Iteration 43Q: 3 clusters Score -2.14968e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 156207 members 
Entering Unmasked Estep 
Score: -21497140.000000 Penalty: 5975.033203
	Iteration 44Q: 3 clusters Score -2.149714e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 157371 members 
Entering Unmasked Estep 
Score: -21497454.000000 Penalty: 5975.033203
	Iteration 45Q: 3 clusters Score -2.149745e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 158371 members 
Entering Unmasked Estep 
Score: -21497712.000000 Penalty: 5975.033203
	Iteration 46Q: 3 clusters Score -2.149771e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 159326 members 
Entering Unmasked Estep 
Score: -21497974.000000 Penalty: 5975.033203
	Iteration 47Q: 3 clusters Score -2.149797e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 160210 members 
Entering Unmasked Estep 
Score: -21498166.000000 Penalty: 5975.033203
	Iteration 48Q: 3 clusters Score -2.149817e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 161039 members 
Entering Unmasked Estep 
Score: -21498442.000000 Penalty: 5975.033203
	Iteration 49Q: 3 clusters Score -2.149844e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 161796 members 
Entering Unmasked Estep 
Score: -21498644.000000 Penalty: 5975.033203
	Iteration 50Q: 3 clusters Score -2.149864e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 162496 members 
Entering Unmasked Estep 
Score: -21498872.000000 Penalty: 5975.033203
	Iteration 51Q: 3 clusters Score -2.149887e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 163148 members 
Entering Unmasked Estep 
Score: -21499072.000000 Penalty: 5975.033203
	Iteration 52Q: 3 clusters Score -2.149907e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 163681 members 
Entering Unmasked Estep 
Score: -21499138.000000 Penalty: 5975.033203
	Iteration 53Q: 3 clusters Score -2.149914e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 164128 members 
Entering Unmasked Estep 
Score: -21499188.000000 Penalty: 5975.033203
	Iteration 54Q: 3 clusters Score -2.149919e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 164541 members 
Entering Unmasked Estep 
Score: -21499274.000000 Penalty: 5975.033203
	Iteration 55Q: 3 clusters Score -2.149927e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 164912 members 
Entering Unmasked Estep 
Score: -21499352.000000 Penalty: 5975.033203
	Iteration 56Q: 3 clusters Score -2.149935e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 165234 members 
Entering Unmasked Estep 
Score: -21499404.000000 Penalty: 5975.033203
	Iteration 57Q: 3 clusters Score -2.14994e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 165500 members 
Entering Unmasked Estep 
Score: -21499420.000000 Penalty: 5975.033203
	Iteration 58Q: 3 clusters Score -2.149942e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 165753 members 
Entering Unmasked Estep 
Score: -21499482.000000 Penalty: 5975.033203
	Iteration 59Q: 3 clusters Score -2.149948e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 165991 members 
Entering Unmasked Estep 
Score: -21499508.000000 Penalty: 5975.033203
	Iteration 60F: 3 clusters Score -2.149951e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 166207 members 
Entering Unmasked Estep 
Score: -21499576.000000 Penalty: 5975.033203
	Iteration 61Q: 3 clusters Score -2.149958e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 166414 members 
Entering Unmasked Estep 
Score: -21499586.000000 Penalty: 5975.033203
	Iteration 62Q: 3 clusters Score -2.149959e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 166608 members 
Entering Unmasked Estep 
Score: -21499604.000000 Penalty: 5975.033203
	Iteration 63Q: 3 clusters Score -2.14996e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 166761 members 
Entering Unmasked Estep 
Score: -21499656.000000 Penalty: 5975.033203
	Iteration 64Q: 3 clusters Score -2.149966e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 166879 members 
Entering Unmasked Estep 
Score: -21499662.000000 Penalty: 5975.033203
	Iteration 65Q: 3 clusters Score -2.149966e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 166974 members 
Entering Unmasked Estep 
Score: -21499684.000000 Penalty: 5975.033203
	Iteration 66Q: 3 clusters Score -2.149968e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 167062 members 
Entering Unmasked Estep 
Score: -21499662.000000 Penalty: 5975.033203
	Iteration 67Q: 3 clusters Score -2.149966e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 167138 members 
Entering Unmasked Estep 
Score: -21499698.000000 Penalty: 5975.033203
	Iteration 68Q: 3 clusters Score -2.14997e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 167201 members 
Entering Unmasked Estep 
Score: -21499706.000000 Penalty: 5975.033203
	Iteration 69Q: 3 clusters Score -2.149971e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 167258 members 
Entering Unmasked Estep 
Score: -21499740.000000 Penalty: 5975.033203
	Iteration 70Q: 3 clusters Score -2.149974e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 167315 members 
Entering Unmasked Estep 
Score: -21499738.000000 Penalty: 5975.033203
	Iteration 71Q: 3 clusters Score -2.149974e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 167364 members 
Entering Unmasked Estep 
Score: -21499760.000000 Penalty: 5975.033203
	Iteration 72Q: 3 clusters Score -2.149976e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 167414 members 
Entering Unmasked Estep 
Score: -21499718.000000 Penalty: 5975.033203
	Iteration 73Q: 3 clusters Score -2.149972e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 167451 members 
Entering Unmasked Estep 
Score: -21499742.000000 Penalty: 5975.033203
	Iteration 74Q: 3 clusters Score -2.149974e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 167484 members 
Entering Unmasked Estep 
Score: -21499758.000000 Penalty: 5975.033203
	Iteration 75Q: 3 clusters Score -2.149976e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 167517 members 
Entering Unmasked Estep 
Score: -21499758.000000 Penalty: 5975.033203
	Iteration 76Q: 3 clusters Score -2.149976e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 167541 members 
Entering Unmasked Estep 
Score: -21499746.000000 Penalty: 5975.033203
	Iteration 77Q: 3 clusters Score -2.149975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 167559 members 
Entering Unmasked Estep 
Score: -21499718.000000 Penalty: 5975.033203
	Iteration 78Q: 3 clusters Score -2.149972e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 167575 members 
Entering Unmasked Estep 
Score: -21499728.000000 Penalty: 5975.033203
	Iteration 79Q: 3 clusters Score -2.149973e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 167590 members 
Entering Unmasked Estep 
Score: -21499740.000000 Penalty: 5975.033203
	Iteration 80F: 3 clusters Score -2.149974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 167603 members 
Entering Unmasked Estep 
Score: -21499744.000000 Penalty: 5975.033203
	Iteration 81Q: 3 clusters Score -2.149974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 167617 members 
Entering Unmasked Estep 
Score: -21499728.000000 Penalty: 5975.033203
	Iteration 82Q: 3 clusters Score -2.149973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 167628 members 
Entering Unmasked Estep 
Score: -21499728.000000 Penalty: 5975.033203
	Iteration 83Q: 3 clusters Score -2.149973e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 167641 members 
Entering Unmasked Estep 
Score: -21499724.000000 Penalty: 5975.033203
	Iteration 84Q: 3 clusters Score -2.149972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 167650 members 
Entering Unmasked Estep 
Score: -21499736.000000 Penalty: 5975.033203
	Iteration 85Q: 3 clusters Score -2.149974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 167655 members 
Entering Unmasked Estep 
Score: -21499736.000000 Penalty: 5975.033203
	Iteration 86Q: 3 clusters Score -2.149974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 167658 members 
Entering Unmasked Estep 
Score: -21499754.000000 Penalty: 5975.033203
	Iteration 87Q: 3 clusters Score -2.149975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 167661 members 
Entering Unmasked Estep 
Score: -21499754.000000 Penalty: 5975.033203
	Iteration 88Q: 3 clusters Score -2.149975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 167666 members 
Entering Unmasked Estep 
Score: -21499750.000000 Penalty: 5975.033203
	Iteration 89Q: 3 clusters Score -2.149975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 167669 members 
Entering Unmasked Estep 
Score: -21499746.000000 Penalty: 5975.033203
	Iteration 90Q: 3 clusters Score -2.149975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 167674 members 
Entering Unmasked Estep 
Score: -21499742.000000 Penalty: 5975.033203
	Iteration 91Q: 3 clusters Score -2.149974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 167676 members 
Entering Unmasked Estep 
Score: -21499742.000000 Penalty: 5975.033203
	Iteration 92Q: 3 clusters Score -2.149974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 167678 members 
Entering Unmasked Estep 
Score: -21499740.000000 Penalty: 5975.033203
	Iteration 93Q: 3 clusters Score -2.149974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 167680 members 
Entering Unmasked Estep 
Score: -21499732.000000 Penalty: 5975.033203
	Iteration 94Q: 3 clusters Score -2.149973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 167682 members 
Entering Unmasked Estep 
Score: -21499740.000000 Penalty: 5975.033203
	Iteration 95Q: 3 clusters Score -2.149974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 167687 members 
Entering Unmasked Estep 
Score: -21499750.000000 Penalty: 5975.033203
	Iteration 96Q: 3 clusters Score -2.149975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 167692 members 
Entering Unmasked Estep 
Score: -21499750.000000 Penalty: 5975.033203
	Iteration 97Q: 3 clusters Score -2.149975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 167695 members 
Entering Unmasked Estep 
Score: -21499752.000000 Penalty: 5975.033203
	Iteration 98Q: 3 clusters Score -2.149975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 167697 members 
Entering Unmasked Estep 
Score: -21499764.000000 Penalty: 5975.033203
	Iteration 99Q: 3 clusters Score -2.149976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 167698 members 
Entering Unmasked Estep 
Score: -21499754.000000 Penalty: 5975.033203
	Iteration 100F: 3 clusters Score -2.149975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (311172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311172 members 
Entering Unmasked Estep 
Score: -38925972.000000 Penalty: 3136.729004
	Iteration 0F: 2 clusters Score -3.892597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155565 members 
Mstep: Class 2 contains 155607 members 
Entering Unmasked Estep 
Score: -38735596.000000 Penalty: 6273.458008
	Iteration 0F: 3 clusters Score -3.87356e+07 nChanged 150589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153378 members 
Mstep: Class 2 contains 157794 members 
Entering Unmasked Estep 
Score: -38824260.000000 Penalty: 6273.458008
	Iteration 1F: 3 clusters Score -3.882426e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151887 members 
Mstep: Class 2 contains 159285 members 
Entering Unmasked Estep 
Score: -38825172.000000 Penalty: 6273.458008
	Iteration 2Q: 3 clusters Score -3.882517e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149646 members 
Mstep: Class 2 contains 161526 members 
Entering Unmasked Estep 
Score: -38826436.000000 Penalty: 6273.458008
	Iteration 3Q: 3 clusters Score -3.882644e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146236 members 
Mstep: Class 2 contains 164936 members 
Entering Unmasked Estep 
Score: -38828492.000000 Penalty: 6273.458008
	Iteration 4Q: 3 clusters Score -3.882849e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140865 members 
Mstep: Class 2 contains 170307 members 
Entering Unmasked Estep 
Score: -38831608.000000 Penalty: 6273.458008
	Iteration 5Q: 3 clusters Score -3.883161e+07 nChanged 11517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133066 members 
Mstep: Class 2 contains 178106 members 
Entering Unmasked Estep 
Score: -38836364.000000 Penalty: 6273.458008
	Iteration 6Q: 3 clusters Score -3.883636e+07 nChanged 14541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122363 members 
Mstep: Class 2 contains 188809 members 
Entering Unmasked Estep 
Score: -38844144.000000 Penalty: 6273.458008
	Iteration 7Q: 3 clusters Score -3.884414e+07 nChanged 17589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109280 members 
Mstep: Class 2 contains 201892 members 
Entering Unmasked Estep 
Score: -38854928.000000 Penalty: 6273.458008
	Iteration 8F: 3 clusters Score -3.885493e+07 nChanged 19598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95444 members 
Mstep: Class 2 contains 215728 members 
Entering Unmasked Estep 
Score: -38868856.000000 Penalty: 6273.458008
	Iteration 9F: 3 clusters Score -3.886886e+07 nChanged 19181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83893 members 
Mstep: Class 2 contains 227279 members 
Entering Unmasked Estep 
Score: -38882020.000000 Penalty: 6273.458008
	Iteration 10F: 3 clusters Score -3.888202e+07 nChanged 15879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76102 members 
Mstep: Class 2 contains 235070 members 
Entering Unmasked Estep 
Score: -38890636.000000 Penalty: 6273.458008
	Iteration 11F: 3 clusters Score -3.889064e+07 nChanged 11408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70834 members 
Mstep: Class 2 contains 240338 members 
Entering Unmasked Estep 
Score: -38895072.000000 Penalty: 6273.458008
	Iteration 12Q: 3 clusters Score -3.889507e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 244339 members 
Entering Unmasked Estep 
Score: -38896516.000000 Penalty: 6273.458008
	Iteration 13Q: 3 clusters Score -3.889652e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63144 members 
Mstep: Class 2 contains 248028 members 
Entering Unmasked Estep 
Score: -38897700.000000 Penalty: 6273.458008
	Iteration 14Q: 3 clusters Score -3.88977e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 251472 members 
Entering Unmasked Estep 
Score: -38898768.000000 Penalty: 6273.458008
	Iteration 15Q: 3 clusters Score -3.889877e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56487 members 
Mstep: Class 2 contains 254685 members 
Entering Unmasked Estep 
Score: -38899504.000000 Penalty: 6273.458008
	Iteration 16Q: 3 clusters Score -3.88995e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 257849 members 
Entering Unmasked Estep 
Score: -38900436.000000 Penalty: 6273.458008
	Iteration 17Q: 3 clusters Score -3.890044e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 260902 members 
Entering Unmasked Estep 
Score: -38901332.000000 Penalty: 6273.458008
	Iteration 18Q: 3 clusters Score -3.890133e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 263913 members 
Entering Unmasked Estep 
Score: -38902092.000000 Penalty: 6273.458008
	Iteration 19Q: 3 clusters Score -3.890209e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 266949 members 
Entering Unmasked Estep 
Score: -38903140.000000 Penalty: 6273.458008
	Iteration 20F: 3 clusters Score -3.890314e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 270034 members 
Entering Unmasked Estep 
Score: -38904064.000000 Penalty: 6273.458008
	Iteration 21Q: 3 clusters Score -3.890406e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 272984 members 
Entering Unmasked Estep 
Score: -38905148.000000 Penalty: 6273.458008
	Iteration 22Q: 3 clusters Score -3.890515e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 275825 members 
Entering Unmasked Estep 
Score: -38906388.000000 Penalty: 6273.458008
	Iteration 23Q: 3 clusters Score -3.890639e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 278680 members 
Entering Unmasked Estep 
Score: -38907696.000000 Penalty: 6273.458008
	Iteration 24Q: 3 clusters Score -3.89077e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 281486 members 
Entering Unmasked Estep 
Score: -38908796.000000 Penalty: 6273.458008
	Iteration 25Q: 3 clusters Score -3.89088e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 284217 members 
Entering Unmasked Estep 
Score: -38910280.000000 Penalty: 6273.458008
	Iteration 26Q: 3 clusters Score -3.891028e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 286936 members 
Entering Unmasked Estep 
Score: -38911496.000000 Penalty: 6273.458008
	Iteration 27Q: 3 clusters Score -3.89115e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 289564 members 
Entering Unmasked Estep 
Score: -38913120.000000 Penalty: 6273.458008
	Iteration 28Q: 3 clusters Score -3.891312e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 292177 members 
Entering Unmasked Estep 
Score: -38914796.000000 Penalty: 6273.458008
	Iteration 29Q: 3 clusters Score -3.89148e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 294582 members 
Entering Unmasked Estep 
Score: -38916460.000000 Penalty: 6273.458008
	Iteration 30Q: 3 clusters Score -3.891646e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 296846 members 
Entering Unmasked Estep 
Score: -38918000.000000 Penalty: 6273.458008
	Iteration 31Q: 3 clusters Score -3.8918e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 298956 members 
Entering Unmasked Estep 
Score: -38918904.000000 Penalty: 6273.458008
	Iteration 32Q: 3 clusters Score -3.89189e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 300890 members 
Entering Unmasked Estep 
Score: -38920032.000000 Penalty: 6273.458008
	Iteration 33Q: 3 clusters Score -3.892003e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 302640 members 
Entering Unmasked Estep 
Score: -38920896.000000 Penalty: 6273.458008
	Iteration 34Q: 3 clusters Score -3.89209e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 304079 members 
Entering Unmasked Estep 
Score: -38921556.000000 Penalty: 6273.458008
	Iteration 35Q: 3 clusters Score -3.892156e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 305258 members 
Entering Unmasked Estep 
Score: -38922232.000000 Penalty: 6273.458008
	Iteration 36Q: 3 clusters Score -3.892223e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 306237 members 
Entering Unmasked Estep 
Score: -38923040.000000 Penalty: 6273.458008
	Iteration 37Q: 3 clusters Score -3.892304e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 307012 members 
Entering Unmasked Estep 
Score: -38923432.000000 Penalty: 6273.458008
	Iteration 38Q: 3 clusters Score -3.892343e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 307645 members 
Entering Unmasked Estep 
Score: -38923640.000000 Penalty: 6273.458008
	Iteration 39Q: 3 clusters Score -3.892364e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 308153 members 
Entering Unmasked Estep 
Score: -38923816.000000 Penalty: 6273.458008
	Iteration 40F: 3 clusters Score -3.892382e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 308544 members 
Entering Unmasked Estep 
Score: -38923900.000000 Penalty: 6273.458008
	Iteration 41Q: 3 clusters Score -3.89239e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 308856 members 
Entering Unmasked Estep 
Score: -38923892.000000 Penalty: 6273.458008
	Iteration 42Q: 3 clusters Score -3.892389e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 309080 members 
Entering Unmasked Estep 
Score: -38923848.000000 Penalty: 6273.458008
	Iteration 43Q: 3 clusters Score -3.892385e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 309281 members 
Entering Unmasked Estep 
Score: -38923856.000000 Penalty: 6273.458008
	Iteration 44Q: 3 clusters Score -3.892386e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 309432 members 
Entering Unmasked Estep 
Score: -38923780.000000 Penalty: 6273.458008
	Iteration 45Q: 3 clusters Score -3.892378e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 309542 members 
Entering Unmasked Estep 
Score: -38923852.000000 Penalty: 6273.458008
	Iteration 46Q: 3 clusters Score -3.892385e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 309637 members 
Entering Unmasked Estep 
Score: -38923848.000000 Penalty: 6273.458008
	Iteration 47Q: 3 clusters Score -3.892385e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 309708 members 
Entering Unmasked Estep 
Score: -38923840.000000 Penalty: 6273.458008
	Iteration 48Q: 3 clusters Score -3.892384e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 309790 members 
Entering Unmasked Estep 
Score: -38923824.000000 Penalty: 6273.458008
	Iteration 49Q: 3 clusters Score -3.892382e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 309851 members 
Entering Unmasked Estep 
Score: -38923876.000000 Penalty: 6273.458008
	Iteration 50Q: 3 clusters Score -3.892388e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 309903 members 
Entering Unmasked Estep 
Score: -38923848.000000 Penalty: 6273.458008
	Iteration 51Q: 3 clusters Score -3.892385e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 309952 members 
Entering Unmasked Estep 
Score: -38923828.000000 Penalty: 6273.458008
	Iteration 52Q: 3 clusters Score -3.892383e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 309983 members 
Entering Unmasked Estep 
Score: -38923824.000000 Penalty: 6273.458008
	Iteration 53Q: 3 clusters Score -3.892382e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 310010 members 
Entering Unmasked Estep 
Score: -38923808.000000 Penalty: 6273.458008
	Iteration 54Q: 3 clusters Score -3.892381e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 310026 members 
Entering Unmasked Estep 
Score: -38923800.000000 Penalty: 6273.458008
	Iteration 55Q: 3 clusters Score -3.89238e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 310055 members 
Entering Unmasked Estep 
Score: -38923808.000000 Penalty: 6273.458008
	Iteration 56Q: 3 clusters Score -3.892381e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 310083 members 
Entering Unmasked Estep 
Score: -38923804.000000 Penalty: 6273.458008
	Iteration 57Q: 3 clusters Score -3.89238e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 310098 members 
Entering Unmasked Estep 
Score: -38923828.000000 Penalty: 6273.458008
	Iteration 58Q: 3 clusters Score -3.892383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 310109 members 
Entering Unmasked Estep 
Score: -38923832.000000 Penalty: 6273.458008
	Iteration 59Q: 3 clusters Score -3.892383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 310122 members 
Entering Unmasked Estep 
Score: -38923844.000000 Penalty: 6273.458008
	Iteration 60F: 3 clusters Score -3.892384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 310133 members 
Entering Unmasked Estep 
Score: -38923836.000000 Penalty: 6273.458008
	Iteration 61Q: 3 clusters Score -3.892384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 310141 members 
Entering Unmasked Estep 
Score: -38923820.000000 Penalty: 6273.458008
	Iteration 62Q: 3 clusters Score -3.892382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 310145 members 
Entering Unmasked Estep 
Score: -38923832.000000 Penalty: 6273.458008
	Iteration 63Q: 3 clusters Score -3.892383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 310153 members 
Entering Unmasked Estep 
Score: -38923852.000000 Penalty: 6273.458008
	Iteration 64Q: 3 clusters Score -3.892385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 310162 members 
Entering Unmasked Estep 
Score: -38923812.000000 Penalty: 6273.458008
	Iteration 65Q: 3 clusters Score -3.892381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 310174 members 
Entering Unmasked Estep 
Score: -38923860.000000 Penalty: 6273.458008
	Iteration 66Q: 3 clusters Score -3.892386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 310185 members 
Entering Unmasked Estep 
Score: -38923824.000000 Penalty: 6273.458008
	Iteration 67Q: 3 clusters Score -3.892382e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 310201 members 
Entering Unmasked Estep 
Score: -38923848.000000 Penalty: 6273.458008
	Iteration 68Q: 3 clusters Score -3.892385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 310211 members 
Entering Unmasked Estep 
Score: -38923808.000000 Penalty: 6273.458008
	Iteration 69Q: 3 clusters Score -3.892381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 310219 members 
Entering Unmasked Estep 
Score: -38923808.000000 Penalty: 6273.458008
	Iteration 70Q: 3 clusters Score -3.892381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 310222 members 
Entering Unmasked Estep 
Score: -38923804.000000 Penalty: 6273.458008
	Iteration 71Q: 3 clusters Score -3.89238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 310225 members 
Entering Unmasked Estep 
Score: -38923808.000000 Penalty: 6273.458008
	Iteration 72Q: 3 clusters Score -3.892381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 310231 members 
Entering Unmasked Estep 
Score: -38923804.000000 Penalty: 6273.458008
	Iteration 73Q: 3 clusters Score -3.89238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 310241 members 
Entering Unmasked Estep 
Score: -38923840.000000 Penalty: 6273.458008
	Iteration 74Q: 3 clusters Score -3.892384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 310244 members 
Entering Unmasked Estep 
Score: -38923832.000000 Penalty: 6273.458008
	Iteration 75Q: 3 clusters Score -3.892383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 310247 members 
Entering Unmasked Estep 
Score: -38923840.000000 Penalty: 6273.458008
	Iteration 76Q: 3 clusters Score -3.892384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 310250 members 
Entering Unmasked Estep 
Score: -38923832.000000 Penalty: 6273.458008
	Iteration 77Q: 3 clusters Score -3.892383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 310251 members 
Entering Unmasked Estep 
Score: -38923844.000000 Penalty: 6273.458008
	Iteration 78Q: 3 clusters Score -3.892384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 310251 members 
Entering Unmasked Estep 
Score: -38923852.000000 Penalty: 6273.458008
	Iteration 79Q: 3 clusters Score -3.892385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 310256 members 
Entering Unmasked Estep 
Score: -38923828.000000 Penalty: 6273.458008
	Iteration 80F: 3 clusters Score -3.892383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 310260 members 
Entering Unmasked Estep 
Score: -38923824.000000 Penalty: 6273.458008
	Iteration 81Q: 3 clusters Score -3.892382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 310267 members 
Entering Unmasked Estep 
Score: -38923836.000000 Penalty: 6273.458008
	Iteration 82Q: 3 clusters Score -3.892384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 310269 members 
Entering Unmasked Estep 
Score: -38923828.000000 Penalty: 6273.458008
	Iteration 83Q: 3 clusters Score -3.892383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 310272 members 
Entering Unmasked Estep 
Score: -38923844.000000 Penalty: 6273.458008
	Iteration 84Q: 3 clusters Score -3.892384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 310275 members 
Entering Unmasked Estep 
Score: -38923832.000000 Penalty: 6273.458008
	Iteration 85Q: 3 clusters Score -3.892383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 310277 members 
Entering Unmasked Estep 
Score: -38923848.000000 Penalty: 6273.458008
	Iteration 86Q: 3 clusters Score -3.892385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 310279 members 
Entering Unmasked Estep 
Score: -38923840.000000 Penalty: 6273.458008
	Iteration 87Q: 3 clusters Score -3.892384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 310280 members 
Entering Unmasked Estep 
Score: -38923848.000000 Penalty: 6273.458008
	Iteration 88Q: 3 clusters Score -3.892385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 310281 members 
Entering Unmasked Estep 
Score: -38923844.000000 Penalty: 6273.458008
	Iteration 89Q: 3 clusters Score -3.892384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 310284 members 
Entering Unmasked Estep 
Score: -38923852.000000 Penalty: 6273.458008
	Iteration 90Q: 3 clusters Score -3.892385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 310283 members 
Entering Unmasked Estep 
Score: -38923840.000000 Penalty: 6273.458008
	Iteration 91Q: 3 clusters Score -3.892384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 310284 members 
Entering Unmasked Estep 
Score: -38923836.000000 Penalty: 6273.458008
	Iteration 92Q: 3 clusters Score -3.892384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 310285 members 
Entering Unmasked Estep 
Score: -38923832.000000 Penalty: 6273.458008
	Iteration 93Q: 3 clusters Score -3.892383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 310286 members 
Entering Unmasked Estep 
Score: -38923828.000000 Penalty: 6273.458008
	Iteration 94Q: 3 clusters Score -3.892383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 310286 members 
Entering Unmasked Estep 
Score: -38923820.000000 Penalty: 6273.458008
	Iteration 95Q: 3 clusters Score -3.892382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 310287 members 
Entering Unmasked Estep 
Score: -38923824.000000 Penalty: 6273.458008
	Iteration 96Q: 3 clusters Score -3.892382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 310287 members 
Entering Unmasked Estep 
Score: -38923824.000000 Penalty: 6273.458008
	Iteration 97F: 3 clusters Score -3.892382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Entering Unmasked Estep 
Score: -138040.640625 Penalty: 1814.009033
	Iteration 0F: 2 clusters Score -138040.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -136025.750000 Penalty: 3628.018066
	Iteration 0F: 3 clusters Score -136025.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -138352.281250 Penalty: 3628.018066
	Iteration 1F: 3 clusters Score -138352.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -139988.406250 Penalty: 3628.018066
	Iteration 2F: 3 clusters Score -139988.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -141249.968750 Penalty: 3628.018066
	Iteration 3F: 3 clusters Score -141250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -141968.812500 Penalty: 3628.018066
	Iteration 4Q: 3 clusters Score -141968.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -142046.546875 Penalty: 3628.018066
	Iteration 5Q: 3 clusters Score -142046.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -142152.203125 Penalty: 3628.018066
	Iteration 6Q: 3 clusters Score -142152.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -142227.265625 Penalty: 3628.018066
	Iteration 7Q: 3 clusters Score -142227.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -142235.000000 Penalty: 3628.018066
	Iteration 8Q: 3 clusters Score -142235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -142245.734375 Penalty: 3628.018066
	Iteration 9Q: 3 clusters Score -142245.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -142250.296875 Penalty: 3628.018066
	Iteration 10Q: 3 clusters Score -142250.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -142251.078125 Penalty: 3628.018066
	Iteration 11F: 3 clusters Score -142251.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -142289.968750 Penalty: 3628.018066
	Iteration 12Q: 3 clusters Score -142290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -142461.703125 Penalty: 3628.018066
	Iteration 13Q: 3 clusters Score -142461.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -142916.484375 Penalty: 3628.018066
	Iteration 14Q: 3 clusters Score -142916.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -143423.906250 Penalty: 3628.018066
	Iteration 15Q: 3 clusters Score -143423.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -144079.562500 Penalty: 3628.018066
	Iteration 16Q: 3 clusters Score -144079.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -144115.515625 Penalty: 3628.018066
	Iteration 17Q: 3 clusters Score -144115.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -144118.437500 Penalty: 3628.018066
	Iteration 18Q: 3 clusters Score -144118.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -144120.531250 Penalty: 3628.018066
	Iteration 19Q: 3 clusters Score -144120.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -144121.296875 Penalty: 3628.018066
	Iteration 20F: 3 clusters Score -144121.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -144124.593750 Penalty: 3628.018066
	Iteration 21Q: 3 clusters Score -144124.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -144134.625000 Penalty: 3628.018066
	Iteration 22Q: 3 clusters Score -144134.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -144160.000000 Penalty: 3628.018066
	Iteration 23Q: 3 clusters Score -144160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -144205.093750 Penalty: 3628.018066
	Iteration 24Q: 3 clusters Score -144205.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -144253.640625 Penalty: 3628.018066
	Iteration 25Q: 3 clusters Score -144253.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -144281.781250 Penalty: 3628.018066
	Iteration 26Q: 3 clusters Score -144281.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -144317.203125 Penalty: 3628.018066
	Iteration 27Q: 3 clusters Score -144317.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -144335.078125 Penalty: 3628.018066
	Iteration 28Q: 3 clusters Score -144335.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -144362.406250 Penalty: 3628.018066
	Iteration 29Q: 3 clusters Score -144362.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -144389.031250 Penalty: 3628.018066
	Iteration 30Q: 3 clusters Score -144389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -144411.125000 Penalty: 3628.018066
	Iteration 31Q: 3 clusters Score -144411.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -144420.453125 Penalty: 3628.018066
	Iteration 32Q: 3 clusters Score -144420.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -144428.234375 Penalty: 3628.018066
	Iteration 33F: 3 clusters Score -144428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -144451.109375 Penalty: 3628.018066
	Iteration 34Q: 3 clusters Score -144451.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -144504.953125 Penalty: 3628.018066
	Iteration 35Q: 3 clusters Score -144505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -144559.015625 Penalty: 3628.018066
	Iteration 36Q: 3 clusters Score -144559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -144592.562500 Penalty: 3628.018066
	Iteration 37Q: 3 clusters Score -144592.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -144604.437500 Penalty: 3628.018066
	Iteration 38Q: 3 clusters Score -144604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -144612.375000 Penalty: 3628.018066
	Iteration 39Q: 3 clusters Score -144612.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -144612.375000 Penalty: 3628.018066
	Iteration 40F: 3 clusters Score -144612.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 13773 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1763 members 
Mstep: Class 5 contains 774 members 
Mstep: Class 6 contains 3026 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 170491 members 
Mstep: Class 9 contains 311172 members 
Mstep: Class 10 contains 903 members 
Mstep: Class 11 contains 44346 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 13 contains 51264 members 
Mstep: Class 14 contains 135697 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 32639 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 142428 members 
Mstep: Class 21 contains 39648 members 
Entering Unmasked Estep 
Score: -119246672.000000 Penalty: 64930.714844
Splitting cluster 10 changes total score from -119236360.000000 to -119246672.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 11 (44346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Entering Unmasked Estep 
Score: -5637962.000000 Penalty: 2653.544922
	Iteration 0F: 2 clusters Score -5637962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -5607934.500000 Penalty: 5307.089844
	Iteration 0F: 3 clusters Score -5607934 nChanged 20258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -5618880.000000 Penalty: 5307.089844
	Iteration 1F: 3 clusters Score -5618880 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -5619367.000000 Penalty: 5307.089844
	Iteration 2Q: 3 clusters Score -5619367 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -5619824.000000 Penalty: 5307.089844
	Iteration 3Q: 3 clusters Score -5619824 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -5620187.500000 Penalty: 5307.089844
	Iteration 4Q: 3 clusters Score -5620188 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -5620477.000000 Penalty: 5307.089844
	Iteration 5Q: 3 clusters Score -5620477 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -5620750.000000 Penalty: 5307.089844
	Iteration 6Q: 3 clusters Score -5620750 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -5621086.000000 Penalty: 5307.089844
	Iteration 7Q: 3 clusters Score -5621086 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -5621495.000000 Penalty: 5307.089844
	Iteration 8Q: 3 clusters Score -5621495 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -5622113.000000 Penalty: 5307.089844
	Iteration 9Q: 3 clusters Score -5622113 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -5622993.500000 Penalty: 5307.089844
	Iteration 10Q: 3 clusters Score -5622994 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -5624390.000000 Penalty: 5307.089844
	Iteration 11Q: 3 clusters Score -5624390 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -5626213.500000 Penalty: 5307.089844
	Iteration 12F: 3 clusters Score -5626214 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -5628312.500000 Penalty: 5307.089844
	Iteration 13F: 3 clusters Score -5628312 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -5630388.500000 Penalty: 5307.089844
	Iteration 14F: 3 clusters Score -5630388 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -5632168.000000 Penalty: 5307.089844
	Iteration 15Q: 3 clusters Score -5632168 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -5633385.500000 Penalty: 5307.089844
	Iteration 16Q: 3 clusters Score -5633386 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5634257.000000 Penalty: 5307.089844
	Iteration 17Q: 3 clusters Score -5634257 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5634819.500000 Penalty: 5307.089844
	Iteration 18Q: 3 clusters Score -5634820 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5635163.500000 Penalty: 5307.089844
	Iteration 19Q: 3 clusters Score -5635164 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5635316.000000 Penalty: 5307.089844
	Iteration 20F: 3 clusters Score -5635316 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5635433.500000 Penalty: 5307.089844
	Iteration 21Q: 3 clusters Score -5635434 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5635488.000000 Penalty: 5307.089844
	Iteration 22Q: 3 clusters Score -5635488 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5635554.000000 Penalty: 5307.089844
	Iteration 23Q: 3 clusters Score -5635554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5635591.500000 Penalty: 5307.089844
	Iteration 24Q: 3 clusters Score -5635592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5635629.500000 Penalty: 5307.089844
	Iteration 25Q: 3 clusters Score -5635630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5635647.000000 Penalty: 5307.089844
	Iteration 26Q: 3 clusters Score -5635647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5635653.000000 Penalty: 5307.089844
	Iteration 27Q: 3 clusters Score -5635653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5635664.000000 Penalty: 5307.089844
	Iteration 28Q: 3 clusters Score -5635664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5635673.000000 Penalty: 5307.089844
	Iteration 29Q: 3 clusters Score -5635673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5635688.500000 Penalty: 5307.089844
	Iteration 30Q: 3 clusters Score -5635688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5635692.500000 Penalty: 5307.089844
	Iteration 31Q: 3 clusters Score -5635692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5635693.500000 Penalty: 5307.089844
	Iteration 32Q: 3 clusters Score -5635694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5635693.000000 Penalty: 5307.089844
	Iteration 33Q: 3 clusters Score -5635693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5635696.500000 Penalty: 5307.089844
	Iteration 34Q: 3 clusters Score -5635696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5635696.500000 Penalty: 5307.089844
	Iteration 35F: 3 clusters Score -5635696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -125973.062500 Penalty: 1723.564331
	Iteration 0F: 2 clusters Score -125973.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -123994.101562 Penalty: 3447.128662
	Iteration 0F: 3 clusters Score -123994.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -124278.242188 Penalty: 3447.128662
	Iteration 1F: 3 clusters Score -124278.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -124361.164062 Penalty: 3447.128662
	Iteration 2F: 3 clusters Score -124361.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -124402.609375 Penalty: 3447.128662
	Iteration 3Q: 3 clusters Score -124402.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -124424.210938 Penalty: 3447.128662
	Iteration 4Q: 3 clusters Score -124424.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -124432.164062 Penalty: 3447.128662
	Iteration 5Q: 3 clusters Score -124432.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -124443.914062 Penalty: 3447.128662
	Iteration 6Q: 3 clusters Score -124443.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -124447.460938 Penalty: 3447.128662
	Iteration 7Q: 3 clusters Score -124447.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -124451.367188 Penalty: 3447.128662
	Iteration 8Q: 3 clusters Score -124451.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -124455.250000 Penalty: 3447.128662
	Iteration 9Q: 3 clusters Score -124455.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -124456.554688 Penalty: 3447.128662
	Iteration 10Q: 3 clusters Score -124456.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -124456.554688 Penalty: 3447.128662
	Iteration 11F: 3 clusters Score -124456.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (135697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135697 members 
Entering Unmasked Estep 
Score: -17152348.000000 Penalty: 2930.908691
	Iteration 0F: 2 clusters Score -1.715235e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67976 members 
Mstep: Class 2 contains 67721 members 
Entering Unmasked Estep 
Score: -17061488.000000 Penalty: 5861.817383
	Iteration 0F: 3 clusters Score -1.706149e+07 nChanged 64881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 67728 members 
Entering Unmasked Estep 
Score: -17100624.000000 Penalty: 5861.817383
	Iteration 1F: 3 clusters Score -1.710062e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67881 members 
Mstep: Class 2 contains 67816 members 
Entering Unmasked Estep 
Score: -17102768.000000 Penalty: 5861.817383
	Iteration 2Q: 3 clusters Score -1.710277e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -17105998.000000 Penalty: 5861.817383
	Iteration 3Q: 3 clusters Score -1.7106e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67098 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -17110956.000000 Penalty: 5861.817383
	Iteration 4F: 3 clusters Score -1.711096e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66191 members 
Mstep: Class 2 contains 69506 members 
Entering Unmasked Estep 
Score: -17117930.000000 Penalty: 5861.817383
	Iteration 5F: 3 clusters Score -1.711793e+07 nChanged 9708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 70492 members 
Entering Unmasked Estep 
Score: -17125660.000000 Penalty: 5861.817383
	Iteration 6F: 3 clusters Score -1.712566e+07 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 71027 members 
Entering Unmasked Estep 
Score: -17131008.000000 Penalty: 5861.817383
	Iteration 7F: 3 clusters Score -1.713101e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64524 members 
Mstep: Class 2 contains 71173 members 
Entering Unmasked Estep 
Score: -17133054.000000 Penalty: 5861.817383
	Iteration 8Q: 3 clusters Score -1.713305e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64491 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -17133774.000000 Penalty: 5861.817383
	Iteration 9Q: 3 clusters Score -1.713377e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64416 members 
Mstep: Class 2 contains 71281 members 
Entering Unmasked Estep 
Score: -17134192.000000 Penalty: 5861.817383
	Iteration 10Q: 3 clusters Score -1.713419e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 71338 members 
Entering Unmasked Estep 
Score: -17134492.000000 Penalty: 5861.817383
	Iteration 11Q: 3 clusters Score -1.713449e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64284 members 
Mstep: Class 2 contains 71413 members 
Entering Unmasked Estep 
Score: -17134814.000000 Penalty: 5861.817383
	Iteration 12Q: 3 clusters Score -1.713481e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64251 members 
Mstep: Class 2 contains 71446 members 
Entering Unmasked Estep 
Score: -17135084.000000 Penalty: 5861.817383
	Iteration 13Q: 3 clusters Score -1.713508e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64256 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -17135274.000000 Penalty: 5861.817383
	Iteration 14Q: 3 clusters Score -1.713527e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64251 members 
Mstep: Class 2 contains 71446 members 
Entering Unmasked Estep 
Score: -17135386.000000 Penalty: 5861.817383
	Iteration 15Q: 3 clusters Score -1.713539e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 71405 members 
Entering Unmasked Estep 
Score: -17135476.000000 Penalty: 5861.817383
	Iteration 16Q: 3 clusters Score -1.713548e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64375 members 
Mstep: Class 2 contains 71322 members 
Entering Unmasked Estep 
Score: -17135522.000000 Penalty: 5861.817383
	Iteration 17Q: 3 clusters Score -1.713552e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64443 members 
Mstep: Class 2 contains 71254 members 
Entering Unmasked Estep 
Score: -17135634.000000 Penalty: 5861.817383
	Iteration 18Q: 3 clusters Score -1.713563e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 71143 members 
Entering Unmasked Estep 
Score: -17135686.000000 Penalty: 5861.817383
	Iteration 19Q: 3 clusters Score -1.713569e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 71013 members 
Entering Unmasked Estep 
Score: -17135720.000000 Penalty: 5861.817383
	Iteration 20F: 3 clusters Score -1.713572e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64831 members 
Mstep: Class 2 contains 70866 members 
Entering Unmasked Estep 
Score: -17135804.000000 Penalty: 5861.817383
	Iteration 21Q: 3 clusters Score -1.71358e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64982 members 
Mstep: Class 2 contains 70715 members 
Entering Unmasked Estep 
Score: -17135820.000000 Penalty: 5861.817383
	Iteration 22Q: 3 clusters Score -1.713582e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65136 members 
Mstep: Class 2 contains 70561 members 
Entering Unmasked Estep 
Score: -17135854.000000 Penalty: 5861.817383
	Iteration 23Q: 3 clusters Score -1.713585e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65288 members 
Mstep: Class 2 contains 70409 members 
Entering Unmasked Estep 
Score: -17135832.000000 Penalty: 5861.817383
	Iteration 24Q: 3 clusters Score -1.713583e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65455 members 
Mstep: Class 2 contains 70242 members 
Entering Unmasked Estep 
Score: -17135864.000000 Penalty: 5861.817383
	Iteration 25Q: 3 clusters Score -1.713586e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 70094 members 
Entering Unmasked Estep 
Score: -17135892.000000 Penalty: 5861.817383
	Iteration 26Q: 3 clusters Score -1.713589e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65744 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -17135860.000000 Penalty: 5861.817383
	Iteration 27Q: 3 clusters Score -1.713586e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65872 members 
Mstep: Class 2 contains 69825 members 
Entering Unmasked Estep 
Score: -17135860.000000 Penalty: 5861.817383
	Iteration 28Q: 3 clusters Score -1.713586e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66023 members 
Mstep: Class 2 contains 69674 members 
Entering Unmasked Estep 
Score: -17135876.000000 Penalty: 5861.817383
	Iteration 29Q: 3 clusters Score -1.713588e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66172 members 
Mstep: Class 2 contains 69525 members 
Entering Unmasked Estep 
Score: -17135888.000000 Penalty: 5861.817383
	Iteration 30Q: 3 clusters Score -1.713589e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66333 members 
Mstep: Class 2 contains 69364 members 
Entering Unmasked Estep 
Score: -17135886.000000 Penalty: 5861.817383
	Iteration 31Q: 3 clusters Score -1.713589e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66491 members 
Mstep: Class 2 contains 69206 members 
Entering Unmasked Estep 
Score: -17135906.000000 Penalty: 5861.817383
	Iteration 32Q: 3 clusters Score -1.713591e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 69056 members 
Entering Unmasked Estep 
Score: -17135918.000000 Penalty: 5861.817383
	Iteration 33Q: 3 clusters Score -1.713592e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66771 members 
Mstep: Class 2 contains 68926 members 
Entering Unmasked Estep 
Score: -17135960.000000 Penalty: 5861.817383
	Iteration 34Q: 3 clusters Score -1.713596e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66905 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -17135962.000000 Penalty: 5861.817383
	Iteration 35Q: 3 clusters Score -1.713596e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67015 members 
Mstep: Class 2 contains 68682 members 
Entering Unmasked Estep 
Score: -17135978.000000 Penalty: 5861.817383
	Iteration 36Q: 3 clusters Score -1.713598e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Mstep: Class 2 contains 68577 members 
Entering Unmasked Estep 
Score: -17135992.000000 Penalty: 5861.817383
	Iteration 37Q: 3 clusters Score -1.713599e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 68471 members 
Entering Unmasked Estep 
Score: -17136008.000000 Penalty: 5861.817383
	Iteration 38Q: 3 clusters Score -1.713601e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67329 members 
Mstep: Class 2 contains 68368 members 
Entering Unmasked Estep 
Score: -17135998.000000 Penalty: 5861.817383
	Iteration 39Q: 3 clusters Score -1.7136e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67428 members 
Mstep: Class 2 contains 68269 members 
Entering Unmasked Estep 
Score: -17135992.000000 Penalty: 5861.817383
	Iteration 40F: 3 clusters Score -1.713599e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67507 members 
Mstep: Class 2 contains 68190 members 
Entering Unmasked Estep 
Score: -17135978.000000 Penalty: 5861.817383
	Iteration 41Q: 3 clusters Score -1.713598e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -17135994.000000 Penalty: 5861.817383
	Iteration 42Q: 3 clusters Score -1.713599e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67725 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -17135976.000000 Penalty: 5861.817383
	Iteration 43Q: 3 clusters Score -1.713598e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 67868 members 
Entering Unmasked Estep 
Score: -17136002.000000 Penalty: 5861.817383
	Iteration 44Q: 3 clusters Score -1.7136e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67935 members 
Mstep: Class 2 contains 67762 members 
Entering Unmasked Estep 
Score: -17135998.000000 Penalty: 5861.817383
	Iteration 45Q: 3 clusters Score -1.7136e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68046 members 
Mstep: Class 2 contains 67651 members 
Entering Unmasked Estep 
Score: -17135948.000000 Penalty: 5861.817383
	Iteration 46Q: 3 clusters Score -1.713595e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68170 members 
Mstep: Class 2 contains 67527 members 
Entering Unmasked Estep 
Score: -17135956.000000 Penalty: 5861.817383
	Iteration 47Q: 3 clusters Score -1.713596e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68304 members 
Mstep: Class 2 contains 67393 members 
Entering Unmasked Estep 
Score: -17135972.000000 Penalty: 5861.817383
	Iteration 48Q: 3 clusters Score -1.713597e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68473 members 
Mstep: Class 2 contains 67224 members 
Entering Unmasked Estep 
Score: -17135962.000000 Penalty: 5861.817383
	Iteration 49Q: 3 clusters Score -1.713596e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68632 members 
Mstep: Class 2 contains 67065 members 
Entering Unmasked Estep 
Score: -17135998.000000 Penalty: 5861.817383
	Iteration 50Q: 3 clusters Score -1.7136e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68786 members 
Mstep: Class 2 contains 66911 members 
Entering Unmasked Estep 
Score: -17135988.000000 Penalty: 5861.817383
	Iteration 51Q: 3 clusters Score -1.713599e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68948 members 
Mstep: Class 2 contains 66749 members 
Entering Unmasked Estep 
Score: -17136008.000000 Penalty: 5861.817383
	Iteration 52Q: 3 clusters Score -1.713601e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69139 members 
Mstep: Class 2 contains 66558 members 
Entering Unmasked Estep 
Score: -17136014.000000 Penalty: 5861.817383
	Iteration 53Q: 3 clusters Score -1.713601e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69326 members 
Mstep: Class 2 contains 66371 members 
Entering Unmasked Estep 
Score: -17136016.000000 Penalty: 5861.817383
	Iteration 54Q: 3 clusters Score -1.713602e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 66182 members 
Entering Unmasked Estep 
Score: -17136016.000000 Penalty: 5861.817383
	Iteration 55Q: 3 clusters Score -1.713602e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69709 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -17136032.000000 Penalty: 5861.817383
	Iteration 56Q: 3 clusters Score -1.713603e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69914 members 
Mstep: Class 2 contains 65783 members 
Entering Unmasked Estep 
Score: -17136056.000000 Penalty: 5861.817383
	Iteration 57Q: 3 clusters Score -1.713606e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 65553 members 
Entering Unmasked Estep 
Score: -17136074.000000 Penalty: 5861.817383
	Iteration 58Q: 3 clusters Score -1.713607e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70385 members 
Mstep: Class 2 contains 65312 members 
Entering Unmasked Estep 
Score: -17136152.000000 Penalty: 5861.817383
	Iteration 59Q: 3 clusters Score -1.713615e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70656 members 
Mstep: Class 2 contains 65041 members 
Entering Unmasked Estep 
Score: -17136158.000000 Penalty: 5861.817383
	Iteration 60F: 3 clusters Score -1.713616e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70928 members 
Mstep: Class 2 contains 64769 members 
Entering Unmasked Estep 
Score: -17136154.000000 Penalty: 5861.817383
	Iteration 61Q: 3 clusters Score -1.713615e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71195 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -17136172.000000 Penalty: 5861.817383
	Iteration 62Q: 3 clusters Score -1.713617e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 64238 members 
Entering Unmasked Estep 
Score: -17136168.000000 Penalty: 5861.817383
	Iteration 63Q: 3 clusters Score -1.713617e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 63967 members 
Entering Unmasked Estep 
Score: -17136196.000000 Penalty: 5861.817383
	Iteration 64Q: 3 clusters Score -1.71362e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72019 members 
Mstep: Class 2 contains 63678 members 
Entering Unmasked Estep 
Score: -17136230.000000 Penalty: 5861.817383
	Iteration 65Q: 3 clusters Score -1.713623e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72334 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -17136274.000000 Penalty: 5861.817383
	Iteration 66Q: 3 clusters Score -1.713627e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -17136268.000000 Penalty: 5861.817383
	Iteration 67Q: 3 clusters Score -1.713627e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73081 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -17136316.000000 Penalty: 5861.817383
	Iteration 68Q: 3 clusters Score -1.713632e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73480 members 
Mstep: Class 2 contains 62217 members 
Entering Unmasked Estep 
Score: -17136264.000000 Penalty: 5861.817383
	Iteration 69Q: 3 clusters Score -1.713626e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73876 members 
Mstep: Class 2 contains 61821 members 
Entering Unmasked Estep 
Score: -17136288.000000 Penalty: 5861.817383
	Iteration 70Q: 3 clusters Score -1.713629e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74320 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -17136372.000000 Penalty: 5861.817383
	Iteration 71Q: 3 clusters Score -1.713637e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74777 members 
Mstep: Class 2 contains 60920 members 
Entering Unmasked Estep 
Score: -17136422.000000 Penalty: 5861.817383
	Iteration 72Q: 3 clusters Score -1.713642e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75248 members 
Mstep: Class 2 contains 60449 members 
Entering Unmasked Estep 
Score: -17136468.000000 Penalty: 5861.817383
	Iteration 73Q: 3 clusters Score -1.713647e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75727 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -17136538.000000 Penalty: 5861.817383
	Iteration 74Q: 3 clusters Score -1.713654e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
Score: -17136538.000000 Penalty: 5861.817383
	Iteration 75Q: 3 clusters Score -1.713654e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76754 members 
Mstep: Class 2 contains 58943 members 
Entering Unmasked Estep 
Score: -17136642.000000 Penalty: 5861.817383
	Iteration 76Q: 3 clusters Score -1.713664e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77324 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -17136626.000000 Penalty: 5861.817383
	Iteration 77Q: 3 clusters Score -1.713663e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77941 members 
Mstep: Class 2 contains 57756 members 
Entering Unmasked Estep 
Score: -17136634.000000 Penalty: 5861.817383
	Iteration 78Q: 3 clusters Score -1.713663e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78577 members 
Mstep: Class 2 contains 57120 members 
Entering Unmasked Estep 
Score: -17136714.000000 Penalty: 5861.817383
	Iteration 79Q: 3 clusters Score -1.713671e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79225 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -17136786.000000 Penalty: 5861.817383
	Iteration 80F: 3 clusters Score -1.713679e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79881 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -17136824.000000 Penalty: 5861.817383
	Iteration 81Q: 3 clusters Score -1.713682e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80590 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -17136928.000000 Penalty: 5861.817383
	Iteration 82Q: 3 clusters Score -1.713693e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81330 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -17136950.000000 Penalty: 5861.817383
	Iteration 83Q: 3 clusters Score -1.713695e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82103 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -17137050.000000 Penalty: 5861.817383
	Iteration 84Q: 3 clusters Score -1.713705e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82918 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -17137216.000000 Penalty: 5861.817383
	Iteration 85Q: 3 clusters Score -1.713722e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83745 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -17137296.000000 Penalty: 5861.817383
	Iteration 86Q: 3 clusters Score -1.71373e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84602 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -17137390.000000 Penalty: 5861.817383
	Iteration 87Q: 3 clusters Score -1.713739e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85527 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -17137512.000000 Penalty: 5861.817383
	Iteration 88Q: 3 clusters Score -1.713751e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86489 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -17137618.000000 Penalty: 5861.817383
	Iteration 89Q: 3 clusters Score -1.713762e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87457 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -17137788.000000 Penalty: 5861.817383
	Iteration 90Q: 3 clusters Score -1.713779e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88438 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -17137836.000000 Penalty: 5861.817383
	Iteration 91Q: 3 clusters Score -1.713784e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89438 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -17137956.000000 Penalty: 5861.817383
	Iteration 92Q: 3 clusters Score -1.713796e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90421 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -17138158.000000 Penalty: 5861.817383
	Iteration 93Q: 3 clusters Score -1.713816e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91440 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -17138226.000000 Penalty: 5861.817383
	Iteration 94Q: 3 clusters Score -1.713823e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92495 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -17138340.000000 Penalty: 5861.817383
	Iteration 95Q: 3 clusters Score -1.713834e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93649 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -17138492.000000 Penalty: 5861.817383
	Iteration 96Q: 3 clusters Score -1.713849e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94853 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -17138664.000000 Penalty: 5861.817383
	Iteration 97Q: 3 clusters Score -1.713866e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96082 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -17138946.000000 Penalty: 5861.817383
	Iteration 98Q: 3 clusters Score -1.713895e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97301 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -17139122.000000 Penalty: 5861.817383
	Iteration 99Q: 3 clusters Score -1.713912e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98622 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -17139302.000000 Penalty: 5861.817383
	Iteration 100F: 3 clusters Score -1.71393e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99974 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -17139594.000000 Penalty: 5861.817383
	Iteration 101Q: 3 clusters Score -1.713959e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101367 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -17139876.000000 Penalty: 5861.817383
	Iteration 102Q: 3 clusters Score -1.713988e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102738 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -17140064.000000 Penalty: 5861.817383
	Iteration 103Q: 3 clusters Score -1.714006e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104170 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -17140290.000000 Penalty: 5861.817383
	Iteration 104Q: 3 clusters Score -1.714029e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105640 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -17140634.000000 Penalty: 5861.817383
	Iteration 105Q: 3 clusters Score -1.714063e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107156 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -17141034.000000 Penalty: 5861.817383
	Iteration 106Q: 3 clusters Score -1.714103e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108623 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -17141354.000000 Penalty: 5861.817383
	Iteration 107Q: 3 clusters Score -1.714135e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110122 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -17141668.000000 Penalty: 5861.817383
	Iteration 108Q: 3 clusters Score -1.714167e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111668 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -17142014.000000 Penalty: 5861.817383
	Iteration 109Q: 3 clusters Score -1.714201e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113249 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -17142446.000000 Penalty: 5861.817383
	Iteration 110Q: 3 clusters Score -1.714245e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114872 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -17142966.000000 Penalty: 5861.817383
	Iteration 111Q: 3 clusters Score -1.714297e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116479 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -17143476.000000 Penalty: 5861.817383
	Iteration 112Q: 3 clusters Score -1.714348e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118035 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -17143988.000000 Penalty: 5861.817383
	Iteration 113Q: 3 clusters Score -1.714399e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119521 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -17144444.000000 Penalty: 5861.817383
	Iteration 114Q: 3 clusters Score -1.714444e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121022 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -17144836.000000 Penalty: 5861.817383
	Iteration 115Q: 3 clusters Score -1.714484e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122437 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -17145236.000000 Penalty: 5861.817383
	Iteration 116Q: 3 clusters Score -1.714524e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123785 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -17145722.000000 Penalty: 5861.817383
	Iteration 117Q: 3 clusters Score -1.714572e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125108 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -17146160.000000 Penalty: 5861.817383
	Iteration 118Q: 3 clusters Score -1.714616e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126372 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -17146770.000000 Penalty: 5861.817383
	Iteration 119Q: 3 clusters Score -1.714677e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127520 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -17147192.000000 Penalty: 5861.817383
	Iteration 120F: 3 clusters Score -1.714719e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128586 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -17147614.000000 Penalty: 5861.817383
	Iteration 121Q: 3 clusters Score -1.714761e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129510 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -17147984.000000 Penalty: 5861.817383
	Iteration 122Q: 3 clusters Score -1.714798e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130260 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -17148170.000000 Penalty: 5861.817383
	Iteration 123Q: 3 clusters Score -1.714817e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130900 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -17148362.000000 Penalty: 5861.817383
	Iteration 124Q: 3 clusters Score -1.714836e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131474 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -17148514.000000 Penalty: 5861.817383
	Iteration 125Q: 3 clusters Score -1.714851e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131971 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -17148736.000000 Penalty: 5861.817383
	Iteration 126Q: 3 clusters Score -1.714874e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132392 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -17148914.000000 Penalty: 5861.817383
	Iteration 127Q: 3 clusters Score -1.714891e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132735 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -17149060.000000 Penalty: 5861.817383
	Iteration 128Q: 3 clusters Score -1.714906e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133032 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -17149116.000000 Penalty: 5861.817383
	Iteration 129Q: 3 clusters Score -1.714912e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133301 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -17149228.000000 Penalty: 5861.817383
	Iteration 130Q: 3 clusters Score -1.714923e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133529 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -17149348.000000 Penalty: 5861.817383
	Iteration 131Q: 3 clusters Score -1.714935e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133702 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -17149432.000000 Penalty: 5861.817383
	Iteration 132Q: 3 clusters Score -1.714943e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133853 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -17149518.000000 Penalty: 5861.817383
	Iteration 133Q: 3 clusters Score -1.714952e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133984 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -17149564.000000 Penalty: 5861.817383
	Iteration 134Q: 3 clusters Score -1.714956e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134095 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -17149632.000000 Penalty: 5861.817383
	Iteration 135Q: 3 clusters Score -1.714963e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134185 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -17149702.000000 Penalty: 5861.817383
	Iteration 136Q: 3 clusters Score -1.71497e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134252 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -17149730.000000 Penalty: 5861.817383
	Iteration 137Q: 3 clusters Score -1.714973e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134303 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -17149772.000000 Penalty: 5861.817383
	Iteration 138Q: 3 clusters Score -1.714977e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134353 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -17149792.000000 Penalty: 5861.817383
	Iteration 139Q: 3 clusters Score -1.714979e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134386 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -17149796.000000 Penalty: 5861.817383
	Iteration 140F: 3 clusters Score -1.71498e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134406 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -17149788.000000 Penalty: 5861.817383
	Iteration 141Q: 3 clusters Score -1.714979e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134425 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -17149810.000000 Penalty: 5861.817383
	Iteration 142Q: 3 clusters Score -1.714981e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134448 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -17149818.000000 Penalty: 5861.817383
	Iteration 143Q: 3 clusters Score -1.714982e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134468 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -17149850.000000 Penalty: 5861.817383
	Iteration 144Q: 3 clusters Score -1.714985e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134493 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -17149850.000000 Penalty: 5861.817383
	Iteration 145Q: 3 clusters Score -1.714985e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134509 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -17149862.000000 Penalty: 5861.817383
	Iteration 146Q: 3 clusters Score -1.714986e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134529 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -17149870.000000 Penalty: 5861.817383
	Iteration 147Q: 3 clusters Score -1.714987e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134550 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -17149872.000000 Penalty: 5861.817383
	Iteration 148Q: 3 clusters Score -1.714987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134563 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -17149888.000000 Penalty: 5861.817383
	Iteration 149Q: 3 clusters Score -1.714989e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134575 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -17149886.000000 Penalty: 5861.817383
	Iteration 150Q: 3 clusters Score -1.714989e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134586 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -17149902.000000 Penalty: 5861.817383
	Iteration 151Q: 3 clusters Score -1.71499e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134599 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -17149916.000000 Penalty: 5861.817383
	Iteration 152Q: 3 clusters Score -1.714992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134609 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -17149916.000000 Penalty: 5861.817383
	Iteration 153Q: 3 clusters Score -1.714992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134618 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -17149920.000000 Penalty: 5861.817383
	Iteration 154Q: 3 clusters Score -1.714992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134627 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -17149930.000000 Penalty: 5861.817383
	Iteration 155Q: 3 clusters Score -1.714993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134633 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -17149938.000000 Penalty: 5861.817383
	Iteration 156Q: 3 clusters Score -1.714994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134634 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -17149942.000000 Penalty: 5861.817383
	Iteration 157Q: 3 clusters Score -1.714994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134642 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -17149942.000000 Penalty: 5861.817383
	Iteration 158Q: 3 clusters Score -1.714994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134641 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -17149938.000000 Penalty: 5861.817383
	Iteration 159Q: 3 clusters Score -1.714994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134643 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -17149940.000000 Penalty: 5861.817383
	Iteration 160F: 3 clusters Score -1.714994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134645 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -17149940.000000 Penalty: 5861.817383
	Iteration 161Q: 3 clusters Score -1.714994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134646 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -17149934.000000 Penalty: 5861.817383
	Iteration 162Q: 3 clusters Score -1.714993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134642 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -17149940.000000 Penalty: 5861.817383
	Iteration 163Q: 3 clusters Score -1.714994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134646 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -17149942.000000 Penalty: 5861.817383
	Iteration 164Q: 3 clusters Score -1.714994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134653 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -17149936.000000 Penalty: 5861.817383
	Iteration 165Q: 3 clusters Score -1.714994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134656 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -17149942.000000 Penalty: 5861.817383
	Iteration 166Q: 3 clusters Score -1.714994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134659 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -17149946.000000 Penalty: 5861.817383
	Iteration 167Q: 3 clusters Score -1.714995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134662 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -17149932.000000 Penalty: 5861.817383
	Iteration 168Q: 3 clusters Score -1.714993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134667 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -17149944.000000 Penalty: 5861.817383
	Iteration 169Q: 3 clusters Score -1.714994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134669 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -17149952.000000 Penalty: 5861.817383
	Iteration 170Q: 3 clusters Score -1.714995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134668 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -17149946.000000 Penalty: 5861.817383
	Iteration 171Q: 3 clusters Score -1.714995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134670 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -17149954.000000 Penalty: 5861.817383
	Iteration 172Q: 3 clusters Score -1.714995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134676 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -17149946.000000 Penalty: 5861.817383
	Iteration 173Q: 3 clusters Score -1.714995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134679 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -17149938.000000 Penalty: 5861.817383
	Iteration 174Q: 3 clusters Score -1.714994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134679 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -17149938.000000 Penalty: 5861.817383
	Iteration 175F: 3 clusters Score -1.714994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Entering Unmasked Estep 
Score: -4162972.500000 Penalty: 2577.529297
	Iteration 0F: 2 clusters Score -4162972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -4140681.250000 Penalty: 5155.058594
	Iteration 0F: 3 clusters Score -4140681 nChanged 14860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -4148647.750000 Penalty: 5155.058594
	Iteration 1F: 3 clusters Score -4148648 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -4149103.750000 Penalty: 5155.058594
	Iteration 2Q: 3 clusters Score -4149104 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -4149631.250000 Penalty: 5155.058594
	Iteration 3Q: 3 clusters Score -4149631 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -4150281.250000 Penalty: 5155.058594
	Iteration 4Q: 3 clusters Score -4150281 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -4151103.500000 Penalty: 5155.058594
	Iteration 5F: 3 clusters Score -4151104 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -4152386.000000 Penalty: 5155.058594
	Iteration 6F: 3 clusters Score -4152386 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -4154055.500000 Penalty: 5155.058594
	Iteration 7F: 3 clusters Score -4154056 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -4155962.000000 Penalty: 5155.058594
	Iteration 8F: 3 clusters Score -4155962 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -4157731.000000 Penalty: 5155.058594
	Iteration 9F: 3 clusters Score -4157731 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -4158910.500000 Penalty: 5155.058594
	Iteration 10Q: 3 clusters Score -4158910 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -4159540.750000 Penalty: 5155.058594
	Iteration 11Q: 3 clusters Score -4159541 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -4159875.500000 Penalty: 5155.058594
	Iteration 12Q: 3 clusters Score -4159876 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -4160067.500000 Penalty: 5155.058594
	Iteration 13Q: 3 clusters Score -4160068 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -4160227.000000 Penalty: 5155.058594
	Iteration 14Q: 3 clusters Score -4160227 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -4160312.500000 Penalty: 5155.058594
	Iteration 15Q: 3 clusters Score -4160312 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -4160403.000000 Penalty: 5155.058594
	Iteration 16Q: 3 clusters Score -4160403 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -4160476.250000 Penalty: 5155.058594
	Iteration 17Q: 3 clusters Score -4160476 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -4160534.000000 Penalty: 5155.058594
	Iteration 18Q: 3 clusters Score -4160534 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -4160592.500000 Penalty: 5155.058594
	Iteration 19Q: 3 clusters Score -4160592 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -4160655.750000 Penalty: 5155.058594
	Iteration 20F: 3 clusters Score -4160656 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -4160717.500000 Penalty: 5155.058594
	Iteration 21Q: 3 clusters Score -4160718 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -4160767.250000 Penalty: 5155.058594
	Iteration 22Q: 3 clusters Score -4160767 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -4160810.500000 Penalty: 5155.058594
	Iteration 23Q: 3 clusters Score -4160810 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -4160843.750000 Penalty: 5155.058594
	Iteration 24Q: 3 clusters Score -4160844 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -4160864.500000 Penalty: 5155.058594
	Iteration 25Q: 3 clusters Score -4160864 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -4160893.250000 Penalty: 5155.058594
	Iteration 26Q: 3 clusters Score -4160893 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -4160912.250000 Penalty: 5155.058594
	Iteration 27Q: 3 clusters Score -4160912 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -4160936.000000 Penalty: 5155.058594
	Iteration 28Q: 3 clusters Score -4160936 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -4160957.000000 Penalty: 5155.058594
	Iteration 29Q: 3 clusters Score -4160957 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -4160967.000000 Penalty: 5155.058594
	Iteration 30Q: 3 clusters Score -4160967 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -4160979.000000 Penalty: 5155.058594
	Iteration 31Q: 3 clusters Score -4160979 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -4160990.750000 Penalty: 5155.058594
	Iteration 32Q: 3 clusters Score -4160991 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -4161007.000000 Penalty: 5155.058594
	Iteration 33Q: 3 clusters Score -4161007 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -4161036.750000 Penalty: 5155.058594
	Iteration 34Q: 3 clusters Score -4161037 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -4161045.750000 Penalty: 5155.058594
	Iteration 35Q: 3 clusters Score -4161046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -4161051.000000 Penalty: 5155.058594
	Iteration 36Q: 3 clusters Score -4161051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -4161059.000000 Penalty: 5155.058594
	Iteration 37Q: 3 clusters Score -4161059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -4161066.500000 Penalty: 5155.058594
	Iteration 38Q: 3 clusters Score -4161066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -4161062.750000 Penalty: 5155.058594
	Iteration 39Q: 3 clusters Score -4161063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -4161069.500000 Penalty: 5155.058594
	Iteration 40F: 3 clusters Score -4161070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -4161075.000000 Penalty: 5155.058594
	Iteration 41Q: 3 clusters Score -4161075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -4161069.500000 Penalty: 5155.058594
	Iteration 42Q: 3 clusters Score -4161070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -4161071.750000 Penalty: 5155.058594
	Iteration 43Q: 3 clusters Score -4161072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -4161080.500000 Penalty: 5155.058594
	Iteration 44Q: 3 clusters Score -4161080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -4161078.500000 Penalty: 5155.058594
	Iteration 45Q: 3 clusters Score -4161078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -4161081.750000 Penalty: 5155.058594
	Iteration 46Q: 3 clusters Score -4161082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -4161080.000000 Penalty: 5155.058594
	Iteration 47Q: 3 clusters Score -4161080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -4161087.750000 Penalty: 5155.058594
	Iteration 48Q: 3 clusters Score -4161088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -4161090.750000 Penalty: 5155.058594
	Iteration 49Q: 3 clusters Score -4161091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -4161101.750000 Penalty: 5155.058594
	Iteration 50Q: 3 clusters Score -4161102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -4161103.500000 Penalty: 5155.058594
	Iteration 51Q: 3 clusters Score -4161104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -4161107.250000 Penalty: 5155.058594
	Iteration 52Q: 3 clusters Score -4161107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -4161104.750000 Penalty: 5155.058594
	Iteration 53Q: 3 clusters Score -4161105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -4161106.500000 Penalty: 5155.058594
	Iteration 54Q: 3 clusters Score -4161106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -4161108.250000 Penalty: 5155.058594
	Iteration 55Q: 3 clusters Score -4161108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -4161108.750000 Penalty: 5155.058594
	Iteration 56Q: 3 clusters Score -4161109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -4161111.500000 Penalty: 5155.058594
	Iteration 57Q: 3 clusters Score -4161112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -4161114.500000 Penalty: 5155.058594
	Iteration 58Q: 3 clusters Score -4161114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -4161113.750000 Penalty: 5155.058594
	Iteration 59Q: 3 clusters Score -4161114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -4161113.750000 Penalty: 5155.058594
	Iteration 60F: 3 clusters Score -4161114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (142428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142428 members 
Entering Unmasked Estep 
Score: -17960580.000000 Penalty: 2942.914795
	Iteration 0F: 2 clusters Score -1.796058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71124 members 
Mstep: Class 2 contains 71304 members 
Entering Unmasked Estep 
Score: -17865466.000000 Penalty: 5885.829590
	Iteration 0F: 3 clusters Score -1.786547e+07 nChanged 68263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69629 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -17904894.000000 Penalty: 5885.829590
	Iteration 1F: 3 clusters Score -1.790489e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68761 members 
Mstep: Class 2 contains 73667 members 
Entering Unmasked Estep 
Score: -17906014.000000 Penalty: 5885.829590
	Iteration 2Q: 3 clusters Score -1.790601e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Mstep: Class 2 contains 75052 members 
Entering Unmasked Estep 
Score: -17907562.000000 Penalty: 5885.829590
	Iteration 3Q: 3 clusters Score -1.790756e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 77054 members 
Entering Unmasked Estep 
Score: -17909822.000000 Penalty: 5885.829590
	Iteration 4Q: 3 clusters Score -1.790982e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 80109 members 
Entering Unmasked Estep 
Score: -17912984.000000 Penalty: 5885.829590
	Iteration 5Q: 3 clusters Score -1.791298e+07 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 84607 members 
Entering Unmasked Estep 
Score: -17918008.000000 Penalty: 5885.829590
	Iteration 6F: 3 clusters Score -1.791801e+07 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52036 members 
Mstep: Class 2 contains 90392 members 
Entering Unmasked Estep 
Score: -17924894.000000 Penalty: 5885.829590
	Iteration 7F: 3 clusters Score -1.792489e+07 nChanged 10021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 96573 members 
Entering Unmasked Estep 
Score: -17933532.000000 Penalty: 5885.829590
	Iteration 8F: 3 clusters Score -1.793353e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 101536 members 
Entering Unmasked Estep 
Score: -17940898.000000 Penalty: 5885.829590
	Iteration 9F: 3 clusters Score -1.79409e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 104898 members 
Entering Unmasked Estep 
Score: -17944646.000000 Penalty: 5885.829590
	Iteration 10Q: 3 clusters Score -1.794465e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 107668 members 
Entering Unmasked Estep 
Score: -17946520.000000 Penalty: 5885.829590
	Iteration 11Q: 3 clusters Score -1.794652e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 110248 members 
Entering Unmasked Estep 
Score: -17947716.000000 Penalty: 5885.829590
	Iteration 12Q: 3 clusters Score -1.794772e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 112684 members 
Entering Unmasked Estep 
Score: -17948788.000000 Penalty: 5885.829590
	Iteration 13Q: 3 clusters Score -1.794879e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 114934 members 
Entering Unmasked Estep 
Score: -17949768.000000 Penalty: 5885.829590
	Iteration 14Q: 3 clusters Score -1.794977e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 117131 members 
Entering Unmasked Estep 
Score: -17950606.000000 Penalty: 5885.829590
	Iteration 15Q: 3 clusters Score -1.795061e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 119280 members 
Entering Unmasked Estep 
Score: -17951572.000000 Penalty: 5885.829590
	Iteration 16Q: 3 clusters Score -1.795157e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 121277 members 
Entering Unmasked Estep 
Score: -17952370.000000 Penalty: 5885.829590
	Iteration 17Q: 3 clusters Score -1.795237e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 123125 members 
Entering Unmasked Estep 
Score: -17953086.000000 Penalty: 5885.829590
	Iteration 18Q: 3 clusters Score -1.795309e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 124853 members 
Entering Unmasked Estep 
Score: -17953728.000000 Penalty: 5885.829590
	Iteration 19Q: 3 clusters Score -1.795373e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 126443 members 
Entering Unmasked Estep 
Score: -17954366.000000 Penalty: 5885.829590
	Iteration 20F: 3 clusters Score -1.795437e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 127938 members 
Entering Unmasked Estep 
Score: -17954944.000000 Penalty: 5885.829590
	Iteration 21Q: 3 clusters Score -1.795494e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 129304 members 
Entering Unmasked Estep 
Score: -17955416.000000 Penalty: 5885.829590
	Iteration 22Q: 3 clusters Score -1.795542e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 130472 members 
Entering Unmasked Estep 
Score: -17955774.000000 Penalty: 5885.829590
	Iteration 23Q: 3 clusters Score -1.795577e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 131518 members 
Entering Unmasked Estep 
Score: -17955998.000000 Penalty: 5885.829590
	Iteration 24Q: 3 clusters Score -1.7956e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 132430 members 
Entering Unmasked Estep 
Score: -17956262.000000 Penalty: 5885.829590
	Iteration 25Q: 3 clusters Score -1.795626e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 133295 members 
Entering Unmasked Estep 
Score: -17956476.000000 Penalty: 5885.829590
	Iteration 26Q: 3 clusters Score -1.795648e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 134103 members 
Entering Unmasked Estep 
Score: -17956816.000000 Penalty: 5885.829590
	Iteration 27Q: 3 clusters Score -1.795682e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 134839 members 
Entering Unmasked Estep 
Score: -17957020.000000 Penalty: 5885.829590
	Iteration 28Q: 3 clusters Score -1.795702e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 135460 members 
Entering Unmasked Estep 
Score: -17957260.000000 Penalty: 5885.829590
	Iteration 29Q: 3 clusters Score -1.795726e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 136055 members 
Entering Unmasked Estep 
Score: -17957478.000000 Penalty: 5885.829590
	Iteration 30Q: 3 clusters Score -1.795748e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 136546 members 
Entering Unmasked Estep 
Score: -17957574.000000 Penalty: 5885.829590
	Iteration 31Q: 3 clusters Score -1.795757e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 136982 members 
Entering Unmasked Estep 
Score: -17957664.000000 Penalty: 5885.829590
	Iteration 32Q: 3 clusters Score -1.795766e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 137346 members 
Entering Unmasked Estep 
Score: -17957786.000000 Penalty: 5885.829590
	Iteration 33Q: 3 clusters Score -1.795779e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 137657 members 
Entering Unmasked Estep 
Score: -17957810.000000 Penalty: 5885.829590
	Iteration 34Q: 3 clusters Score -1.795781e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 137944 members 
Entering Unmasked Estep 
Score: -17957912.000000 Penalty: 5885.829590
	Iteration 35Q: 3 clusters Score -1.795791e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 138194 members 
Entering Unmasked Estep 
Score: -17958018.000000 Penalty: 5885.829590
	Iteration 36Q: 3 clusters Score -1.795802e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 138434 members 
Entering Unmasked Estep 
Score: -17958046.000000 Penalty: 5885.829590
	Iteration 37Q: 3 clusters Score -1.795805e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 138655 members 
Entering Unmasked Estep 
Score: -17958110.000000 Penalty: 5885.829590
	Iteration 38Q: 3 clusters Score -1.795811e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 138841 members 
Entering Unmasked Estep 
Score: -17958204.000000 Penalty: 5885.829590
	Iteration 39Q: 3 clusters Score -1.79582e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 138990 members 
Entering Unmasked Estep 
Score: -17958258.000000 Penalty: 5885.829590
	Iteration 40F: 3 clusters Score -1.795826e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 139098 members 
Entering Unmasked Estep 
Score: -17958244.000000 Penalty: 5885.829590
	Iteration 41Q: 3 clusters Score -1.795824e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 139190 members 
Entering Unmasked Estep 
Score: -17958254.000000 Penalty: 5885.829590
	Iteration 42Q: 3 clusters Score -1.795825e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 139265 members 
Entering Unmasked Estep 
Score: -17958262.000000 Penalty: 5885.829590
	Iteration 43Q: 3 clusters Score -1.795826e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 139321 members 
Entering Unmasked Estep 
Score: -17958252.000000 Penalty: 5885.829590
	Iteration 44Q: 3 clusters Score -1.795825e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 139376 members 
Entering Unmasked Estep 
Score: -17958274.000000 Penalty: 5885.829590
	Iteration 45Q: 3 clusters Score -1.795827e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 139437 members 
Entering Unmasked Estep 
Score: -17958286.000000 Penalty: 5885.829590
	Iteration 46Q: 3 clusters Score -1.795829e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 139493 members 
Entering Unmasked Estep 
Score: -17958274.000000 Penalty: 5885.829590
	Iteration 47Q: 3 clusters Score -1.795827e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 139537 members 
Entering Unmasked Estep 
Score: -17958284.000000 Penalty: 5885.829590
	Iteration 48Q: 3 clusters Score -1.795828e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 139581 members 
Entering Unmasked Estep 
Score: -17958300.000000 Penalty: 5885.829590
	Iteration 49Q: 3 clusters Score -1.79583e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 139608 members 
Entering Unmasked Estep 
Score: -17958320.000000 Penalty: 5885.829590
	Iteration 50Q: 3 clusters Score -1.795832e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 139642 members 
Entering Unmasked Estep 
Score: -17958316.000000 Penalty: 5885.829590
	Iteration 51Q: 3 clusters Score -1.795832e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 139670 members 
Entering Unmasked Estep 
Score: -17958334.000000 Penalty: 5885.829590
	Iteration 52Q: 3 clusters Score -1.795833e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 139698 members 
Entering Unmasked Estep 
Score: -17958334.000000 Penalty: 5885.829590
	Iteration 53Q: 3 clusters Score -1.795833e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 139723 members 
Entering Unmasked Estep 
Score: -17958336.000000 Penalty: 5885.829590
	Iteration 54Q: 3 clusters Score -1.795834e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 139756 members 
Entering Unmasked Estep 
Score: -17958342.000000 Penalty: 5885.829590
	Iteration 55Q: 3 clusters Score -1.795834e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 139787 members 
Entering Unmasked Estep 
Score: -17958342.000000 Penalty: 5885.829590
	Iteration 56Q: 3 clusters Score -1.795834e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 139811 members 
Entering Unmasked Estep 
Score: -17958340.000000 Penalty: 5885.829590
	Iteration 57Q: 3 clusters Score -1.795834e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 139839 members 
Entering Unmasked Estep 
Score: -17958366.000000 Penalty: 5885.829590
	Iteration 58Q: 3 clusters Score -1.795837e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 139864 members 
Entering Unmasked Estep 
Score: -17958382.000000 Penalty: 5885.829590
	Iteration 59Q: 3 clusters Score -1.795838e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 139883 members 
Entering Unmasked Estep 
Score: -17958384.000000 Penalty: 5885.829590
	Iteration 60F: 3 clusters Score -1.795838e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 139908 members 
Entering Unmasked Estep 
Score: -17958376.000000 Penalty: 5885.829590
	Iteration 61Q: 3 clusters Score -1.795838e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 139927 members 
Entering Unmasked Estep 
Score: -17958386.000000 Penalty: 5885.829590
	Iteration 62Q: 3 clusters Score -1.795839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 139938 members 
Entering Unmasked Estep 
Score: -17958394.000000 Penalty: 5885.829590
	Iteration 63Q: 3 clusters Score -1.795839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 139953 members 
Entering Unmasked Estep 
Score: -17958388.000000 Penalty: 5885.829590
	Iteration 64Q: 3 clusters Score -1.795839e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 139974 members 
Entering Unmasked Estep 
Score: -17958378.000000 Penalty: 5885.829590
	Iteration 65Q: 3 clusters Score -1.795838e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 139989 members 
Entering Unmasked Estep 
Score: -17958398.000000 Penalty: 5885.829590
	Iteration 66Q: 3 clusters Score -1.79584e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 139999 members 
Entering Unmasked Estep 
Score: -17958400.000000 Penalty: 5885.829590
	Iteration 67Q: 3 clusters Score -1.79584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 140007 members 
Entering Unmasked Estep 
Score: -17958386.000000 Penalty: 5885.829590
	Iteration 68Q: 3 clusters Score -1.795839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 140017 members 
Entering Unmasked Estep 
Score: -17958372.000000 Penalty: 5885.829590
	Iteration 69Q: 3 clusters Score -1.795837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 140024 members 
Entering Unmasked Estep 
Score: -17958370.000000 Penalty: 5885.829590
	Iteration 70Q: 3 clusters Score -1.795837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 140030 members 
Entering Unmasked Estep 
Score: -17958370.000000 Penalty: 5885.829590
	Iteration 71Q: 3 clusters Score -1.795837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 140038 members 
Entering Unmasked Estep 
Score: -17958358.000000 Penalty: 5885.829590
	Iteration 72Q: 3 clusters Score -1.795836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 140044 members 
Entering Unmasked Estep 
Score: -17958368.000000 Penalty: 5885.829590
	Iteration 73Q: 3 clusters Score -1.795837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 140049 members 
Entering Unmasked Estep 
Score: -17958362.000000 Penalty: 5885.829590
	Iteration 74Q: 3 clusters Score -1.795836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 140052 members 
Entering Unmasked Estep 
Score: -17958364.000000 Penalty: 5885.829590
	Iteration 75Q: 3 clusters Score -1.795836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 140056 members 
Entering Unmasked Estep 
Score: -17958376.000000 Penalty: 5885.829590
	Iteration 76Q: 3 clusters Score -1.795838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 140059 members 
Entering Unmasked Estep 
Score: -17958362.000000 Penalty: 5885.829590
	Iteration 77Q: 3 clusters Score -1.795836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 140063 members 
Entering Unmasked Estep 
Score: -17958372.000000 Penalty: 5885.829590
	Iteration 78Q: 3 clusters Score -1.795837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 140067 members 
Entering Unmasked Estep 
Score: -17958366.000000 Penalty: 5885.829590
	Iteration 79Q: 3 clusters Score -1.795837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 140069 members 
Entering Unmasked Estep 
Score: -17958368.000000 Penalty: 5885.829590
	Iteration 80F: 3 clusters Score -1.795837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 140070 members 
Entering Unmasked Estep 
Score: -17958366.000000 Penalty: 5885.829590
	Iteration 81Q: 3 clusters Score -1.795837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 140072 members 
Entering Unmasked Estep 
Score: -17958368.000000 Penalty: 5885.829590
	Iteration 82Q: 3 clusters Score -1.795837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 140073 members 
Entering Unmasked Estep 
Score: -17958360.000000 Penalty: 5885.829590
	Iteration 83Q: 3 clusters Score -1.795836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 140075 members 
Entering Unmasked Estep 
Score: -17958358.000000 Penalty: 5885.829590
	Iteration 84Q: 3 clusters Score -1.795836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 140076 members 
Entering Unmasked Estep 
Score: -17958366.000000 Penalty: 5885.829590
	Iteration 85Q: 3 clusters Score -1.795837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 140077 members 
Entering Unmasked Estep 
Score: -17958366.000000 Penalty: 5885.829590
	Iteration 86Q: 3 clusters Score -1.795837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 140078 members 
Entering Unmasked Estep 
Score: -17958362.000000 Penalty: 5885.829590
	Iteration 87Q: 3 clusters Score -1.795836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 140082 members 
Entering Unmasked Estep 
Score: -17958360.000000 Penalty: 5885.829590
	Iteration 88Q: 3 clusters Score -1.795836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 140085 members 
Entering Unmasked Estep 
Score: -17958356.000000 Penalty: 5885.829590
	Iteration 89Q: 3 clusters Score -1.795836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 140087 members 
Entering Unmasked Estep 
Score: -17958354.000000 Penalty: 5885.829590
	Iteration 90Q: 3 clusters Score -1.795835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 140091 members 
Entering Unmasked Estep 
Score: -17958358.000000 Penalty: 5885.829590
	Iteration 91Q: 3 clusters Score -1.795836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 140096 members 
Entering Unmasked Estep 
Score: -17958360.000000 Penalty: 5885.829590
	Iteration 92Q: 3 clusters Score -1.795836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 140098 members 
Entering Unmasked Estep 
Score: -17958368.000000 Penalty: 5885.829590
	Iteration 93Q: 3 clusters Score -1.795837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 140100 members 
Entering Unmasked Estep 
Score: -17958372.000000 Penalty: 5885.829590
	Iteration 94Q: 3 clusters Score -1.795837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 140103 members 
Entering Unmasked Estep 
Score: -17958372.000000 Penalty: 5885.829590
	Iteration 95Q: 3 clusters Score -1.795837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 140107 members 
Entering Unmasked Estep 
Score: -17958372.000000 Penalty: 5885.829590
	Iteration 96Q: 3 clusters Score -1.795837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 140110 members 
Entering Unmasked Estep 
Score: -17958364.000000 Penalty: 5885.829590
	Iteration 97Q: 3 clusters Score -1.795836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 140111 members 
Entering Unmasked Estep 
Score: -17958364.000000 Penalty: 5885.829590
	Iteration 98Q: 3 clusters Score -1.795836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 140111 members 
Entering Unmasked Estep 
Score: -17958364.000000 Penalty: 5885.829590
	Iteration 99F: 3 clusters Score -1.795836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Entering Unmasked Estep 
Score: -5051010.500000 Penalty: 2625.773438
	Iteration 0F: 2 clusters Score -5051010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -5024101.500000 Penalty: 5251.546875
	Iteration 0F: 3 clusters Score -5024102 nChanged 18022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -5034617.000000 Penalty: 5251.546875
	Iteration 1F: 3 clusters Score -5034617 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -5035483.500000 Penalty: 5251.546875
	Iteration 2F: 3 clusters Score -5035484 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -5036476.500000 Penalty: 5251.546875
	Iteration 3F: 3 clusters Score -5036476 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -5037726.500000 Penalty: 5251.546875
	Iteration 4F: 3 clusters Score -5037726 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -5039424.000000 Penalty: 5251.546875
	Iteration 5F: 3 clusters Score -5039424 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -5041622.000000 Penalty: 5251.546875
	Iteration 6F: 3 clusters Score -5041622 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -5044018.500000 Penalty: 5251.546875
	Iteration 7F: 3 clusters Score -5044018 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -5045945.000000 Penalty: 5251.546875
	Iteration 8F: 3 clusters Score -5045945 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -5046807.000000 Penalty: 5251.546875
	Iteration 9Q: 3 clusters Score -5046807 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -5047154.000000 Penalty: 5251.546875
	Iteration 10Q: 3 clusters Score -5047154 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -5047379.000000 Penalty: 5251.546875
	Iteration 11Q: 3 clusters Score -5047379 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -5047542.000000 Penalty: 5251.546875
	Iteration 12Q: 3 clusters Score -5047542 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -5047701.500000 Penalty: 5251.546875
	Iteration 13Q: 3 clusters Score -5047702 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -5047844.500000 Penalty: 5251.546875
	Iteration 14Q: 3 clusters Score -5047844 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -5047950.000000 Penalty: 5251.546875
	Iteration 15Q: 3 clusters Score -5047950 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -5048058.500000 Penalty: 5251.546875
	Iteration 16Q: 3 clusters Score -5048058 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -5048166.500000 Penalty: 5251.546875
	Iteration 17Q: 3 clusters Score -5048166 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -5048240.000000 Penalty: 5251.546875
	Iteration 18Q: 3 clusters Score -5048240 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -5048340.500000 Penalty: 5251.546875
	Iteration 19Q: 3 clusters Score -5048340 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -5048422.000000 Penalty: 5251.546875
	Iteration 20F: 3 clusters Score -5048422 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -5048491.000000 Penalty: 5251.546875
	Iteration 21Q: 3 clusters Score -5048491 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -5048571.500000 Penalty: 5251.546875
	Iteration 22Q: 3 clusters Score -5048572 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -5048653.000000 Penalty: 5251.546875
	Iteration 23Q: 3 clusters Score -5048653 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -5048719.500000 Penalty: 5251.546875
	Iteration 24Q: 3 clusters Score -5048720 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -5048759.500000 Penalty: 5251.546875
	Iteration 25Q: 3 clusters Score -5048760 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -5048796.000000 Penalty: 5251.546875
	Iteration 26Q: 3 clusters Score -5048796 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -5048847.500000 Penalty: 5251.546875
	Iteration 27Q: 3 clusters Score -5048848 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -5048868.500000 Penalty: 5251.546875
	Iteration 28Q: 3 clusters Score -5048868 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -5048904.000000 Penalty: 5251.546875
	Iteration 29Q: 3 clusters Score -5048904 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -5048942.000000 Penalty: 5251.546875
	Iteration 30Q: 3 clusters Score -5048942 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -5048966.500000 Penalty: 5251.546875
	Iteration 31Q: 3 clusters Score -5048966 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -5048990.000000 Penalty: 5251.546875
	Iteration 32Q: 3 clusters Score -5048990 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -5049016.000000 Penalty: 5251.546875
	Iteration 33Q: 3 clusters Score -5049016 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -5049033.000000 Penalty: 5251.546875
	Iteration 34Q: 3 clusters Score -5049033 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -5049034.500000 Penalty: 5251.546875
	Iteration 35Q: 3 clusters Score -5049034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -5049045.000000 Penalty: 5251.546875
	Iteration 36Q: 3 clusters Score -5049045 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -5049061.500000 Penalty: 5251.546875
	Iteration 37Q: 3 clusters Score -5049062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -5049072.000000 Penalty: 5251.546875
	Iteration 38Q: 3 clusters Score -5049072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -5049090.000000 Penalty: 5251.546875
	Iteration 39Q: 3 clusters Score -5049090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -5049099.000000 Penalty: 5251.546875
	Iteration 40F: 3 clusters Score -5049099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -5049111.500000 Penalty: 5251.546875
	Iteration 41Q: 3 clusters Score -5049112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -5049114.500000 Penalty: 5251.546875
	Iteration 42Q: 3 clusters Score -5049114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -5049116.500000 Penalty: 5251.546875
	Iteration 43Q: 3 clusters Score -5049116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -5049125.000000 Penalty: 5251.546875
	Iteration 44Q: 3 clusters Score -5049125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -5049117.500000 Penalty: 5251.546875
	Iteration 45Q: 3 clusters Score -5049118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -5049126.500000 Penalty: 5251.546875
	Iteration 46Q: 3 clusters Score -5049126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -5049147.500000 Penalty: 5251.546875
	Iteration 47Q: 3 clusters Score -5049148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -5049145.000000 Penalty: 5251.546875
	Iteration 48Q: 3 clusters Score -5049145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -5049141.500000 Penalty: 5251.546875
	Iteration 49Q: 3 clusters Score -5049142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -5049140.000000 Penalty: 5251.546875
	Iteration 50Q: 3 clusters Score -5049140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -5049145.500000 Penalty: 5251.546875
	Iteration 51Q: 3 clusters Score -5049146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -5049144.000000 Penalty: 5251.546875
	Iteration 52Q: 3 clusters Score -5049144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -5049145.500000 Penalty: 5251.546875
	Iteration 53Q: 3 clusters Score -5049146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -5049152.000000 Penalty: 5251.546875
	Iteration 54Q: 3 clusters Score -5049152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -5049152.000000 Penalty: 5251.546875
	Iteration 55Q: 3 clusters Score -5049152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -5049154.000000 Penalty: 5251.546875
	Iteration 56Q: 3 clusters Score -5049154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -5049156.000000 Penalty: 5251.546875
	Iteration 57Q: 3 clusters Score -5049156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -5049156.000000 Penalty: 5251.546875
	Iteration 58F: 3 clusters Score -5049156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 13773 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1763 members 
Mstep: Class 6 contains 3026 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 170491 members 
Mstep: Class 9 contains 311172 members 
Mstep: Class 10 contains 903 members 
Mstep: Class 11 contains 44346 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 14 contains 135697 members 
Mstep: Class 16 contains 32639 members 
Mstep: Class 18 contains 142428 members 
Mstep: Class 21 contains 39648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119248056.000000 Penalty: 64930.714844
Iteration 39Q: 20 clusters Score -1.192481e+08 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 13496 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1763 members 
Mstep: Class 5 contains 780 members 
Mstep: Class 6 contains 3026 members 
Mstep: Class 7 contains 343 members 
Mstep: Class 8 contains 170114 members 
Mstep: Class 9 contains 311270 members 
Mstep: Class 10 contains 903 members 
Mstep: Class 11 contains 44682 members 
Mstep: Class 12 contains 1044 members 
Mstep: Class 13 contains 51029 members 
Mstep: Class 14 contains 136928 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 32792 members 
Mstep: Class 17 contains 526 members 
Mstep: Class 18 contains 141390 members 
Mstep: Class 21 contains 39765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119256120.000000 Penalty: 64930.714844
Iteration 40F: 20 clusters Score -1.192561e+08 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 13215 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 779 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 387 members 
Mstep: Class 8 contains 169512 members 
Mstep: Class 9 contains 310398 members 
Mstep: Class 10 contains 915 members 
Mstep: Class 11 contains 44944 members 
Mstep: Class 12 contains 1044 members 
Mstep: Class 13 contains 52106 members 
Mstep: Class 14 contains 138152 members 
Mstep: Class 15 contains 2330 members 
Mstep: Class 16 contains 32942 members 
Mstep: Class 17 contains 574 members 
Mstep: Class 18 contains 140327 members 
Mstep: Class 21 contains 39857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119262224.000000 Penalty: 64930.714844
Iteration 41Q: 20 clusters Score -1.192622e+08 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 12930 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 411 members 
Mstep: Class 8 contains 168681 members 
Mstep: Class 9 contains 310474 members 
Mstep: Class 10 contains 915 members 
Mstep: Class 11 contains 45139 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 52787 members 
Mstep: Class 14 contains 139274 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 33043 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 139134 members 
Mstep: Class 21 contains 39898 members 
Entering Unmasked Estep 
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Score: -119264200.000000 Penalty: 64930.714844
Iteration 42Q: 20 clusters Score -1.192642e+08 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 12599 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 776 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 167706 members 
Mstep: Class 9 contains 310886 members 
Mstep: Class 10 contains 913 members 
Mstep: Class 11 contains 45304 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 53348 members 
Mstep: Class 14 contains 140463 members 
Mstep: Class 15 contains 2353 members 
Mstep: Class 16 contains 33144 members 
Mstep: Class 17 contains 539 members 
Mstep: Class 18 contains 137910 members 
Mstep: Class 21 contains 39918 members 
Entering Unmasked Estep 
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Score: -119265752.000000 Penalty: 64930.714844
Iteration 43Q: 20 clusters Score -1.192658e+08 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 12322 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1758 members 
Mstep: Class 5 contains 776 members 
Mstep: Class 6 contains 3300 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 166736 members 
Mstep: Class 9 contains 311265 members 
Mstep: Class 10 contains 908 members 
Mstep: Class 11 contains 45412 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 53785 members 
Mstep: Class 14 contains 141743 members 
Mstep: Class 15 contains 2361 members 
Mstep: Class 16 contains 33254 members 
Mstep: Class 17 contains 542 members 
Mstep: Class 18 contains 136763 members 
Mstep: Class 21 contains 39920 members 
Entering Unmasked Estep 
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Score: -119266832.000000 Penalty: 64930.714844
Iteration 44Q: 20 clusters Score -1.192668e+08 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 12180 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 776 members 
Mstep: Class 6 contains 3389 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 165586 members 
Mstep: Class 9 contains 311663 members 
Mstep: Class 10 contains 902 members 
Mstep: Class 11 contains 45512 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 54151 members 
Mstep: Class 14 contains 143065 members 
Mstep: Class 15 contains 2366 members 
Mstep: Class 16 contains 33371 members 
Mstep: Class 17 contains 541 members 
Mstep: Class 18 contains 135659 members 
Mstep: Class 21 contains 39929 members 
Entering Unmasked Estep 
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Score: -119267728.000000 Penalty: 64930.714844
Iteration 45Q: 20 clusters Score -1.192677e+08 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 12026 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1751 members 
Mstep: Class 5 contains 776 members 
Mstep: Class 6 contains 3472 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 164429 members 
Mstep: Class 9 contains 312049 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 45603 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 54463 members 
Mstep: Class 14 contains 144387 members 
Mstep: Class 15 contains 2366 members 
Mstep: Class 16 contains 33479 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 18 contains 134667 members 
Mstep: Class 21 contains 39930 members 
Entering Unmasked Estep 
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Score: -119268528.000000 Penalty: 64930.714844
Iteration 46Q: 20 clusters Score -1.192685e+08 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 12044 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 776 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 163157 members 
Mstep: Class 9 contains 312314 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 45662 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 54752 members 
Mstep: Class 14 contains 145829 members 
Mstep: Class 15 contains 2366 members 
Mstep: Class 16 contains 33561 members 
Mstep: Class 17 contains 546 members 
Mstep: Class 18 contains 133699 members 
Mstep: Class 21 contains 39949 members 
Entering Unmasked Estep 
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Iteration 47Q: 20 clusters Score -1.192702e+08 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 12361 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 776 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 436 members 
Mstep: Class 8 contains 161736 members 
Mstep: Class 9 contains 312552 members 
Mstep: Class 10 contains 877 members 
Mstep: Class 11 contains 45731 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 55015 members 
Mstep: Class 14 contains 147153 members 
Mstep: Class 15 contains 2366 members 
Mstep: Class 16 contains 33637 members 
Mstep: Class 17 contains 556 members 
Mstep: Class 18 contains 132773 members 
Mstep: Class 21 contains 39941 members 
Entering Unmasked Estep 
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Iteration 48Q: 20 clusters Score -1.192722e+08 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 12810 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 776 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 7 contains 437 members 
Mstep: Class 8 contains 160427 members 
Mstep: Class 9 contains 312648 members 
Mstep: Class 10 contains 869 members 
Mstep: Class 11 contains 45796 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 55259 members 
Mstep: Class 14 contains 148372 members 
Mstep: Class 15 contains 2366 members 
Mstep: Class 16 contains 33725 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 18 contains 131866 members 
Mstep: Class 21 contains 39947 members 
Entering Unmasked Estep 
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Iteration 49Q: 20 clusters Score -1.192734e+08 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 13260 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 776 members 
Mstep: Class 6 contains 3745 members 
Mstep: Class 7 contains 441 members 
Mstep: Class 8 contains 159258 members 
Mstep: Class 9 contains 312660 members 
Mstep: Class 10 contains 860 members 
Mstep: Class 11 contains 45833 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 55458 members 
Mstep: Class 14 contains 149557 members 
Mstep: Class 15 contains 2366 members 
Mstep: Class 16 contains 33794 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 131016 members 
Mstep: Class 21 contains 39959 members 
Entering Unmasked Estep 
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Score: -119274728.000000 Penalty: 64930.714844
Iteration 50Q: 20 clusters Score -1.192747e+08 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 13748 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 776 members 
Mstep: Class 6 contains 3806 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 158114 members 
Mstep: Class 9 contains 312685 members 
Mstep: Class 10 contains 858 members 
Mstep: Class 11 contains 45859 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 55634 members 
Mstep: Class 14 contains 150622 members 
Mstep: Class 15 contains 2366 members 
Mstep: Class 16 contains 33866 members 
Mstep: Class 17 contains 567 members 
Mstep: Class 18 contains 130281 members 
Mstep: Class 21 contains 39932 members 
Entering Unmasked Estep 
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Iteration 51Q: 20 clusters Score -1.192755e+08 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 14174 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 776 members 
Mstep: Class 6 contains 3865 members 
Mstep: Class 7 contains 443 members 
Mstep: Class 8 contains 157073 members 
Mstep: Class 9 contains 312711 members 
Mstep: Class 10 contains 858 members 
Mstep: Class 11 contains 45861 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 55795 members 
Mstep: Class 14 contains 151649 members 
Mstep: Class 15 contains 2366 members 
Mstep: Class 16 contains 33927 members 
Mstep: Class 17 contains 565 members 
Mstep: Class 18 contains 129557 members 
Mstep: Class 21 contains 39932 members 
Entering Unmasked Estep 
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Iteration 52Q: 20 clusters Score -1.192765e+08 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 14522 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 776 members 
Mstep: Class 6 contains 3918 members 
Mstep: Class 7 contains 443 members 
Mstep: Class 8 contains 156142 members 
Mstep: Class 9 contains 312732 members 
Mstep: Class 10 contains 858 members 
Mstep: Class 11 contains 45883 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 55929 members 
Mstep: Class 14 contains 152633 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 33985 members 
Mstep: Class 17 contains 565 members 
Mstep: Class 18 contains 128880 members 
Mstep: Class 21 contains 39925 members 
Entering Unmasked Estep 
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Iteration 53Q: 20 clusters Score -1.192771e+08 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 14815 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 776 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 155325 members 
Mstep: Class 9 contains 312748 members 
Mstep: Class 10 contains 858 members 
Mstep: Class 11 contains 45900 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 56058 members 
Mstep: Class 14 contains 153566 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34020 members 
Mstep: Class 17 contains 565 members 
Mstep: Class 18 contains 128237 members 
Mstep: Class 21 contains 39929 members 
Entering Unmasked Estep 
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Iteration 54Q: 20 clusters Score -1.192772e+08 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 15081 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 776 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 154501 members 
Mstep: Class 9 contains 312758 members 
Mstep: Class 10 contains 858 members 
Mstep: Class 11 contains 45905 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 56159 members 
Mstep: Class 14 contains 154487 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34059 members 
Mstep: Class 17 contains 565 members 
Mstep: Class 18 contains 127659 members 
Mstep: Class 21 contains 39937 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -1.192771e+08 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 15337 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 776 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 153787 members 
Mstep: Class 9 contains 312710 members 
Mstep: Class 10 contains 858 members 
Mstep: Class 11 contains 45939 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 56249 members 
Mstep: Class 14 contains 155351 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34100 members 
Mstep: Class 17 contains 565 members 
Mstep: Class 18 contains 127093 members 
Mstep: Class 21 contains 39944 members 
Entering Unmasked Estep 
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Iteration 56Q: 20 clusters Score -1.192773e+08 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 15556 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 776 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 153132 members 
Mstep: Class 9 contains 312655 members 
Mstep: Class 10 contains 858 members 
Mstep: Class 11 contains 45971 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 56310 members 
Mstep: Class 14 contains 156194 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34126 members 
Mstep: Class 17 contains 565 members 
Mstep: Class 18 contains 126577 members 
Mstep: Class 21 contains 39935 members 
Entering Unmasked Estep 
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Score: -119277632.000000 Penalty: 64930.714844
Iteration 57Q: 20 clusters Score -1.192776e+08 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 15727 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1748 members 
Mstep: Class 5 contains 776 members 
Mstep: Class 6 contains 4131 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 152543 members 
Mstep: Class 9 contains 312613 members 
Mstep: Class 10 contains 858 members 
Mstep: Class 11 contains 45990 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 56355 members 
Mstep: Class 14 contains 157020 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34148 members 
Mstep: Class 17 contains 565 members 
Mstep: Class 18 contains 126086 members 
Mstep: Class 21 contains 39927 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -1.192774e+08 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 15863 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1748 members 
Mstep: Class 5 contains 776 members 
Mstep: Class 6 contains 4161 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 152060 members 
Mstep: Class 9 contains 312542 members 
Mstep: Class 10 contains 858 members 
Mstep: Class 11 contains 46013 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 56408 members 
Mstep: Class 14 contains 157794 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34179 members 
Mstep: Class 17 contains 565 members 
Mstep: Class 18 contains 125618 members 
Mstep: Class 21 contains 39906 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -1.192774e+08 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 15952 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1748 members 
Mstep: Class 5 contains 776 members 
Mstep: Class 6 contains 4181 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 151559 members 
Mstep: Class 9 contains 312495 members 
Mstep: Class 10 contains 858 members 
Mstep: Class 11 contains 46047 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 56460 members 
Mstep: Class 14 contains 158573 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34205 members 
Mstep: Class 17 contains 565 members 
Mstep: Class 18 contains 125192 members 
Mstep: Class 21 contains 39875 members 
Entering Unmasked Estep 
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Iteration 60F: 20 clusters Score -1.192808e+08 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 16613 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1748 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 4192 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 150641 members 
Mstep: Class 9 contains 312343 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 46073 members 
Mstep: Class 12 contains 1045 members 
Mstep: Class 13 contains 56488 members 
Mstep: Class 14 contains 159320 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34231 members 
Mstep: Class 17 contains 614 members 
Mstep: Class 18 contains 124758 members 
Mstep: Class 21 contains 39876 members 
Entering Unmasked Estep 
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Iteration 61Q: 20 clusters Score -1.192845e+08 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 17173 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1748 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 4203 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 149716 members 
Mstep: Class 9 contains 312287 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 46096 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56515 members 
Mstep: Class 14 contains 160100 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34239 members 
Mstep: Class 17 contains 620 members 
Mstep: Class 18 contains 124324 members 
Mstep: Class 21 contains 39874 members 
Entering Unmasked Estep 
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Iteration 62Q: 20 clusters Score -1.192849e+08 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 17634 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 751 members 
Mstep: Class 6 contains 4218 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 148842 members 
Mstep: Class 9 contains 312284 members 
Mstep: Class 10 contains 871 members 
Mstep: Class 11 contains 46115 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56532 members 
Mstep: Class 14 contains 160844 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34258 members 
Mstep: Class 17 contains 623 members 
Mstep: Class 18 contains 123936 members 
Mstep: Class 21 contains 39872 members 
Entering Unmasked Estep 
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Iteration 63Q: 20 clusters Score -1.192853e+08 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 18055 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 4226 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 148061 members 
Mstep: Class 9 contains 312272 members 
Mstep: Class 10 contains 864 members 
Mstep: Class 11 contains 46128 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56552 members 
Mstep: Class 14 contains 161488 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34276 members 
Mstep: Class 17 contains 630 members 
Mstep: Class 18 contains 123610 members 
Mstep: Class 21 contains 39869 members 
Entering Unmasked Estep 
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Iteration 64Q: 20 clusters Score -1.192856e+08 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 18446 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 4238 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 147329 members 
Mstep: Class 9 contains 312241 members 
Mstep: Class 10 contains 861 members 
Mstep: Class 11 contains 46139 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56556 members 
Mstep: Class 14 contains 162087 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34300 members 
Mstep: Class 17 contains 633 members 
Mstep: Class 18 contains 123323 members 
Mstep: Class 21 contains 39880 members 
Entering Unmasked Estep 
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Iteration 65Q: 20 clusters Score -1.192859e+08 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 18810 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 4249 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 146596 members 
Mstep: Class 9 contains 312292 members 
Mstep: Class 10 contains 860 members 
Mstep: Class 11 contains 46149 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56548 members 
Mstep: Class 14 contains 162619 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34323 members 
Mstep: Class 17 contains 634 members 
Mstep: Class 18 contains 123060 members 
Mstep: Class 21 contains 39893 members 
Entering Unmasked Estep 
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Iteration 66Q: 20 clusters Score -1.192859e+08 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 19156 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 4264 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 145928 members 
Mstep: Class 9 contains 312236 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 46162 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56542 members 
Mstep: Class 14 contains 163172 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34341 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 122835 members 
Mstep: Class 21 contains 39911 members 
Entering Unmasked Estep 
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Iteration 67Q: 20 clusters Score -1.192861e+08 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 19471 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 4274 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 145230 members 
Mstep: Class 9 contains 312230 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 46162 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56535 members 
Mstep: Class 14 contains 163739 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34342 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 122645 members 
Mstep: Class 21 contains 39922 members 
Entering Unmasked Estep 
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Iteration 68Q: 20 clusters Score -1.19286e+08 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 19785 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 4281 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 144591 members 
Mstep: Class 9 contains 312194 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 46162 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56535 members 
Mstep: Class 14 contains 164264 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34351 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 122461 members 
Mstep: Class 21 contains 39926 members 
Entering Unmasked Estep 
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Iteration 69Q: 20 clusters Score -1.192861e+08 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 20098 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 4291 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 143900 members 
Mstep: Class 9 contains 312197 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 46166 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56536 members 
Mstep: Class 14 contains 164782 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34358 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 122285 members 
Mstep: Class 21 contains 39940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119286208.000000 Penalty: 64930.714844
Iteration 70Q: 20 clusters Score -1.192862e+08 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 20363 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 4302 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 143222 members 
Mstep: Class 9 contains 312175 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 46169 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56545 members 
Mstep: Class 14 contains 165305 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34374 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 122131 members 
Mstep: Class 21 contains 39960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119286080.000000 Penalty: 64930.714844
Iteration 71Q: 20 clusters Score -1.192861e+08 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 20640 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 4310 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 142566 members 
Mstep: Class 9 contains 312157 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 46163 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56548 members 
Mstep: Class 14 contains 165773 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34387 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 122028 members 
Mstep: Class 21 contains 39980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119286168.000000 Penalty: 64930.714844
Iteration 72Q: 20 clusters Score -1.192862e+08 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 20903 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 4314 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 141959 members 
Mstep: Class 9 contains 312082 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 46156 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56570 members 
Mstep: Class 14 contains 166252 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34405 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 121908 members 
Mstep: Class 21 contains 40006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119286304.000000 Penalty: 64930.714844
Iteration 73Q: 20 clusters Score -1.192863e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 21180 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 4317 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 141373 members 
Mstep: Class 9 contains 311997 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 46164 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56592 members 
Mstep: Class 14 contains 166647 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34422 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 121825 members 
Mstep: Class 21 contains 40037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119286304.000000 Penalty: 64930.714844
Iteration 74Q: 20 clusters Score -1.192863e+08 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 21462 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 4318 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 140807 members 
Mstep: Class 9 contains 311896 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 46186 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56620 members 
Mstep: Class 14 contains 167020 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34440 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 121746 members 
Mstep: Class 21 contains 40070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119285992.000000 Penalty: 64930.714844
Iteration 75Q: 20 clusters Score -1.19286e+08 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 21788 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 4319 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 140264 members 
Mstep: Class 9 contains 311809 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 46197 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56646 members 
Mstep: Class 14 contains 167298 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34468 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 121679 members 
Mstep: Class 21 contains 40097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119286200.000000 Penalty: 64930.714844
Iteration 76Q: 20 clusters Score -1.192862e+08 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 22154 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 4322 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 139728 members 
Mstep: Class 9 contains 311753 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 46212 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56662 members 
Mstep: Class 14 contains 167512 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34490 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 121609 members 
Mstep: Class 21 contains 40120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119286568.000000 Penalty: 64930.714844
Iteration 77Q: 20 clusters Score -1.192866e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 22565 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 4323 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 139172 members 
Mstep: Class 9 contains 311703 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 46225 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56678 members 
Mstep: Class 14 contains 167676 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 121548 members 
Mstep: Class 21 contains 40144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119286304.000000 Penalty: 64930.714844
Iteration 78Q: 20 clusters Score -1.192863e+08 nChanged 2059
Entering ConstructFrom: 
Score: -119286304.000000 Penalty: 64930.714844
Entering ConstructFrom: 
Trying to split cluster 1 (11711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Entering Unmasked Estep 
Score: -1391112.625000 Penalty: 2323.334473
	Iteration 0F: 2 clusters Score -1391113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1382318.000000 Penalty: 4646.668945
	Iteration 0F: 3 clusters Score -1382318 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1385053.250000 Penalty: 4646.668945
	Iteration 1F: 3 clusters Score -1385053 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1385502.625000 Penalty: 4646.668945
	Iteration 2F: 3 clusters Score -1385503 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1385879.125000 Penalty: 4646.668945
	Iteration 3F: 3 clusters Score -1385879 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1386281.625000 Penalty: 4646.668945
	Iteration 4F: 3 clusters Score -1386282 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1386874.250000 Penalty: 4646.668945
	Iteration 5F: 3 clusters Score -1386874 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1387569.750000 Penalty: 4646.668945
	Iteration 6F: 3 clusters Score -1387570 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1388264.125000 Penalty: 4646.668945
	Iteration 7F: 3 clusters Score -1388264 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1388934.250000 Penalty: 4646.668945
	Iteration 8F: 3 clusters Score -1388934 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1389557.750000 Penalty: 4646.668945
	Iteration 9Q: 3 clusters Score -1389558 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1390098.875000 Penalty: 4646.668945
	Iteration 10Q: 3 clusters Score -1390099 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1390522.500000 Penalty: 4646.668945
	Iteration 11Q: 3 clusters Score -1390522 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1390724.750000 Penalty: 4646.668945
	Iteration 12Q: 3 clusters Score -1390725 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1390806.500000 Penalty: 4646.668945
	Iteration 13Q: 3 clusters Score -1390806 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1390837.250000 Penalty: 4646.668945
	Iteration 14Q: 3 clusters Score -1390837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1390855.750000 Penalty: 4646.668945
	Iteration 15Q: 3 clusters Score -1390856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1390864.375000 Penalty: 4646.668945
	Iteration 16Q: 3 clusters Score -1390864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1390868.750000 Penalty: 4646.668945
	Iteration 17Q: 3 clusters Score -1390869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1390870.875000 Penalty: 4646.668945
	Iteration 18Q: 3 clusters Score -1390871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1390872.500000 Penalty: 4646.668945
	Iteration 19Q: 3 clusters Score -1390872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1390875.375000 Penalty: 4646.668945
	Iteration 20F: 3 clusters Score -1390875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1390875.750000 Penalty: 4646.668945
	Iteration 21Q: 3 clusters Score -1390876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1390874.750000 Penalty: 4646.668945
	Iteration 22Q: 3 clusters Score -1390875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1390877.125000 Penalty: 4646.668945
	Iteration 23Q: 3 clusters Score -1390877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1390877.125000 Penalty: 4646.668945
	Iteration 24F: 3 clusters Score -1390877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Entering Unmasked Estep 
Score: -2953182.750000 Penalty: 2490.812012
	Iteration 0F: 2 clusters Score -2953183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2937316.750000 Penalty: 4981.624023
	Iteration 0F: 3 clusters Score -2937317 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2942766.750000 Penalty: 4981.624023
	Iteration 1F: 3 clusters Score -2942767 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2943185.250000 Penalty: 4981.624023
	Iteration 2F: 3 clusters Score -2943185 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2943542.500000 Penalty: 4981.624023
	Iteration 3Q: 3 clusters Score -2943542 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2943912.500000 Penalty: 4981.624023
	Iteration 4Q: 3 clusters Score -2943912 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2944407.250000 Penalty: 4981.624023
	Iteration 5Q: 3 clusters Score -2944407 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2945002.500000 Penalty: 4981.624023
	Iteration 6Q: 3 clusters Score -2945002 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2945785.250000 Penalty: 4981.624023
	Iteration 7F: 3 clusters Score -2945785 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2946768.250000 Penalty: 4981.624023
	Iteration 8F: 3 clusters Score -2946768 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2947870.750000 Penalty: 4981.624023
	Iteration 9F: 3 clusters Score -2947871 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2948725.000000 Penalty: 4981.624023
	Iteration 10F: 3 clusters Score -2948725 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2949268.250000 Penalty: 4981.624023
	Iteration 11Q: 3 clusters Score -2949268 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2949491.250000 Penalty: 4981.624023
	Iteration 12Q: 3 clusters Score -2949491 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2949644.500000 Penalty: 4981.624023
	Iteration 13Q: 3 clusters Score -2949644 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2949747.750000 Penalty: 4981.624023
	Iteration 14Q: 3 clusters Score -2949748 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2949811.000000 Penalty: 4981.624023
	Iteration 15Q: 3 clusters Score -2949811 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2949883.250000 Penalty: 4981.624023
	Iteration 16Q: 3 clusters Score -2949883 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2949940.500000 Penalty: 4981.624023
	Iteration 17Q: 3 clusters Score -2949940 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2949994.250000 Penalty: 4981.624023
	Iteration 18Q: 3 clusters Score -2949994 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2950037.500000 Penalty: 4981.624023
	Iteration 19Q: 3 clusters Score -2950038 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2950069.000000 Penalty: 4981.624023
	Iteration 20F: 3 clusters Score -2950069 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2950125.500000 Penalty: 4981.624023
	Iteration 21Q: 3 clusters Score -2950126 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2950170.750000 Penalty: 4981.624023
	Iteration 22Q: 3 clusters Score -2950171 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2950219.500000 Penalty: 4981.624023
	Iteration 23Q: 3 clusters Score -2950220 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2950271.250000 Penalty: 4981.624023
	Iteration 24Q: 3 clusters Score -2950271 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2950291.750000 Penalty: 4981.624023
	Iteration 25Q: 3 clusters Score -2950292 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2950346.000000 Penalty: 4981.624023
	Iteration 26Q: 3 clusters Score -2950346 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2950398.750000 Penalty: 4981.624023
	Iteration 27Q: 3 clusters Score -2950399 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2950448.250000 Penalty: 4981.624023
	Iteration 28Q: 3 clusters Score -2950448 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2950483.250000 Penalty: 4981.624023
	Iteration 29Q: 3 clusters Score -2950483 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2950529.500000 Penalty: 4981.624023
	Iteration 30Q: 3 clusters Score -2950530 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2950553.500000 Penalty: 4981.624023
	Iteration 31Q: 3 clusters Score -2950554 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -2950595.000000 Penalty: 4981.624023
	Iteration 32Q: 3 clusters Score -2950595 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2950620.250000 Penalty: 4981.624023
	Iteration 33Q: 3 clusters Score -2950620 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -2950645.750000 Penalty: 4981.624023
	Iteration 34Q: 3 clusters Score -2950646 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2950689.750000 Penalty: 4981.624023
	Iteration 35Q: 3 clusters Score -2950690 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2950716.750000 Penalty: 4981.624023
	Iteration 36Q: 3 clusters Score -2950717 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2950744.750000 Penalty: 4981.624023
	Iteration 37Q: 3 clusters Score -2950745 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2950757.500000 Penalty: 4981.624023
	Iteration 38Q: 3 clusters Score -2950758 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2950785.000000 Penalty: 4981.624023
	Iteration 39Q: 3 clusters Score -2950785 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -2950813.000000 Penalty: 4981.624023
	Iteration 40F: 3 clusters Score -2950813 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2950856.000000 Penalty: 4981.624023
	Iteration 41Q: 3 clusters Score -2950856 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2950879.000000 Penalty: 4981.624023
	Iteration 42Q: 3 clusters Score -2950879 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -2950922.500000 Penalty: 4981.624023
	Iteration 43Q: 3 clusters Score -2950922 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -2950947.000000 Penalty: 4981.624023
	Iteration 44Q: 3 clusters Score -2950947 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -2950980.250000 Penalty: 4981.624023
	Iteration 45Q: 3 clusters Score -2950980 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2951007.250000 Penalty: 4981.624023
	Iteration 46Q: 3 clusters Score -2951007 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2951029.250000 Penalty: 4981.624023
	Iteration 47Q: 3 clusters Score -2951029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2951038.000000 Penalty: 4981.624023
	Iteration 48Q: 3 clusters Score -2951038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -2951062.250000 Penalty: 4981.624023
	Iteration 49Q: 3 clusters Score -2951062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2951074.750000 Penalty: 4981.624023
	Iteration 50Q: 3 clusters Score -2951075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2951093.250000 Penalty: 4981.624023
	Iteration 51Q: 3 clusters Score -2951093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -2951099.500000 Penalty: 4981.624023
	Iteration 52Q: 3 clusters Score -2951100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -2951115.000000 Penalty: 4981.624023
	Iteration 53Q: 3 clusters Score -2951115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -2951123.750000 Penalty: 4981.624023
	Iteration 54Q: 3 clusters Score -2951124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -2951129.000000 Penalty: 4981.624023
	Iteration 55Q: 3 clusters Score -2951129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -2951135.000000 Penalty: 4981.624023
	Iteration 56Q: 3 clusters Score -2951135 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2951150.750000 Penalty: 4981.624023
	Iteration 57Q: 3 clusters Score -2951151 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2951177.750000 Penalty: 4981.624023
	Iteration 58Q: 3 clusters Score -2951178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -2951191.750000 Penalty: 4981.624023
	Iteration 59Q: 3 clusters Score -2951192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -2951207.250000 Penalty: 4981.624023
	Iteration 60F: 3 clusters Score -2951207 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2951212.250000 Penalty: 4981.624023
	Iteration 61Q: 3 clusters Score -2951212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2951242.250000 Penalty: 4981.624023
	Iteration 62Q: 3 clusters Score -2951242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2951254.500000 Penalty: 4981.624023
	Iteration 63Q: 3 clusters Score -2951254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2951271.250000 Penalty: 4981.624023
	Iteration 64Q: 3 clusters Score -2951271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -2951283.500000 Penalty: 4981.624023
	Iteration 65Q: 3 clusters Score -2951284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2951302.000000 Penalty: 4981.624023
	Iteration 66Q: 3 clusters Score -2951302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2951319.750000 Penalty: 4981.624023
	Iteration 67Q: 3 clusters Score -2951320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -2951338.250000 Penalty: 4981.624023
	Iteration 68Q: 3 clusters Score -2951338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2951356.750000 Penalty: 4981.624023
	Iteration 69Q: 3 clusters Score -2951357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2951375.500000 Penalty: 4981.624023
	Iteration 70Q: 3 clusters Score -2951376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -2951391.500000 Penalty: 4981.624023
	Iteration 71Q: 3 clusters Score -2951392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -2951394.000000 Penalty: 4981.624023
	Iteration 72Q: 3 clusters Score -2951394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2951400.250000 Penalty: 4981.624023
	Iteration 73Q: 3 clusters Score -2951400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -2951407.750000 Penalty: 4981.624023
	Iteration 74Q: 3 clusters Score -2951408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -2951409.000000 Penalty: 4981.624023
	Iteration 75Q: 3 clusters Score -2951409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -2951414.250000 Penalty: 4981.624023
	Iteration 76Q: 3 clusters Score -2951414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2951413.250000 Penalty: 4981.624023
	Iteration 77Q: 3 clusters Score -2951413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -2951415.250000 Penalty: 4981.624023
	Iteration 78Q: 3 clusters Score -2951415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -2951418.500000 Penalty: 4981.624023
	Iteration 79Q: 3 clusters Score -2951418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -2951422.000000 Penalty: 4981.624023
	Iteration 80F: 3 clusters Score -2951422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2951422.750000 Penalty: 4981.624023
	Iteration 81Q: 3 clusters Score -2951423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -2951422.000000 Penalty: 4981.624023
	Iteration 82Q: 3 clusters Score -2951422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -2951419.000000 Penalty: 4981.624023
	Iteration 83Q: 3 clusters Score -2951419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -2951427.250000 Penalty: 4981.624023
	Iteration 84Q: 3 clusters Score -2951427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -2951423.750000 Penalty: 4981.624023
	Iteration 85Q: 3 clusters Score -2951424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -2951427.500000 Penalty: 4981.624023
	Iteration 86Q: 3 clusters Score -2951428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -2951425.500000 Penalty: 4981.624023
	Iteration 87Q: 3 clusters Score -2951426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -2951425.000000 Penalty: 4981.624023
	Iteration 88Q: 3 clusters Score -2951425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -2951429.500000 Penalty: 4981.624023
	Iteration 89Q: 3 clusters Score -2951430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -2951428.500000 Penalty: 4981.624023
	Iteration 90Q: 3 clusters Score -2951428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -2951430.500000 Penalty: 4981.624023
	Iteration 91Q: 3 clusters Score -2951430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2951427.750000 Penalty: 4981.624023
	Iteration 92Q: 3 clusters Score -2951428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2951427.750000 Penalty: 4981.624023
	Iteration 93F: 3 clusters Score -2951428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -68330.570312 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -68330.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66734.695312 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -66734.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67240.953125 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -67240.95 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67756.570312 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -67756.57 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68358.109375 Penalty: 3264.684326
	Iteration 3F: 3 clusters Score -68358.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68716.820312 Penalty: 3264.684326
	Iteration 4F: 3 clusters Score -68716.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69084.914062 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -69084.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69373.078125 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -69373.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69426.757812 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -69426.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69489.210938 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -69489.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69545.789062 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -69545.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -69633.656250 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -69633.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -69758.375000 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -69758.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69764.382812 Penalty: 3264.684326
	Iteration 12Q: 3 clusters Score -69764.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69767.976562 Penalty: 3264.684326
	Iteration 13Q: 3 clusters Score -69767.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69767.976562 Penalty: 3264.684326
	Iteration 14F: 3 clusters Score -69767.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 23008 members 
Mstep: Class 3 contains 423 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 4323 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 138597 members 
Mstep: Class 9 contains 311729 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 46247 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56687 members 
Mstep: Class 14 contains 167781 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34570 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 121468 members 
Mstep: Class 19 contains 299 members 
Mstep: Class 21 contains 40155 members 
Entering Unmasked Estep 
Score: -119285784.000000 Penalty: 68348.125000
Splitting cluster 3 changes total score from -119286304.000000 to -119285784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -211773.687500 Penalty: 1851.907959
	Iteration 0F: 2 clusters Score -211773.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -209351.984375 Penalty: 3703.815918
	Iteration 0F: 3 clusters Score -209352 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -209736.187500 Penalty: 3703.815918
	Iteration 1F: 3 clusters Score -209736.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -209840.468750 Penalty: 3703.815918
	Iteration 2F: 3 clusters Score -209840.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -209886.015625 Penalty: 3703.815918
	Iteration 3Q: 3 clusters Score -209886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -209920.609375 Penalty: 3703.815918
	Iteration 4Q: 3 clusters Score -209920.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -209949.375000 Penalty: 3703.815918
	Iteration 5Q: 3 clusters Score -209949.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -209966.687500 Penalty: 3703.815918
	Iteration 6Q: 3 clusters Score -209966.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -209978.281250 Penalty: 3703.815918
	Iteration 7Q: 3 clusters Score -209978.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -209986.734375 Penalty: 3703.815918
	Iteration 8Q: 3 clusters Score -209986.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -209996.796875 Penalty: 3703.815918
	Iteration 9Q: 3 clusters Score -209996.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -210008.281250 Penalty: 3703.815918
	Iteration 10Q: 3 clusters Score -210008.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -210025.093750 Penalty: 3703.815918
	Iteration 11Q: 3 clusters Score -210025.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -210041.765625 Penalty: 3703.815918
	Iteration 12Q: 3 clusters Score -210041.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -210058.796875 Penalty: 3703.815918
	Iteration 13Q: 3 clusters Score -210058.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -210067.218750 Penalty: 3703.815918
	Iteration 14Q: 3 clusters Score -210067.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -210077.906250 Penalty: 3703.815918
	Iteration 15Q: 3 clusters Score -210077.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -210090.562500 Penalty: 3703.815918
	Iteration 16Q: 3 clusters Score -210090.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -210096.000000 Penalty: 3703.815918
	Iteration 17Q: 3 clusters Score -210096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -210098.546875 Penalty: 3703.815918
	Iteration 18Q: 3 clusters Score -210098.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -210100.265625 Penalty: 3703.815918
	Iteration 19Q: 3 clusters Score -210100.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -210102.578125 Penalty: 3703.815918
	Iteration 20F: 3 clusters Score -210102.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -210105.390625 Penalty: 3703.815918
	Iteration 21Q: 3 clusters Score -210105.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -210105.890625 Penalty: 3703.815918
	Iteration 22Q: 3 clusters Score -210105.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -210106.968750 Penalty: 3703.815918
	Iteration 23Q: 3 clusters Score -210107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -210108.375000 Penalty: 3703.815918
	Iteration 24Q: 3 clusters Score -210108.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -210108.984375 Penalty: 3703.815918
	Iteration 25Q: 3 clusters Score -210109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -210109.609375 Penalty: 3703.815918
	Iteration 26Q: 3 clusters Score -210109.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -210110.546875 Penalty: 3703.815918
	Iteration 27Q: 3 clusters Score -210110.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -210111.359375 Penalty: 3703.815918
	Iteration 28Q: 3 clusters Score -210111.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -210112.328125 Penalty: 3703.815918
	Iteration 29Q: 3 clusters Score -210112.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -210113.109375 Penalty: 3703.815918
	Iteration 30Q: 3 clusters Score -210113.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -210113.796875 Penalty: 3703.815918
	Iteration 31Q: 3 clusters Score -210113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -210115.703125 Penalty: 3703.815918
	Iteration 32Q: 3 clusters Score -210115.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -210115.703125 Penalty: 3703.815918
	Iteration 33F: 3 clusters Score -210115.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -72656.296875 Penalty: 1641.447266
	Iteration 0F: 2 clusters Score -72656.3 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 369 members 
Entering Unmasked Estep 
Score: -71132.937500 Penalty: 3282.894531
	Iteration 0F: 3 clusters Score -71132.94 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71876.070312 Penalty: 3282.894531
	Iteration 1F: 3 clusters Score -71876.07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72192.703125 Penalty: 3282.894531
	Iteration 2F: 3 clusters Score -72192.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -72642.492188 Penalty: 3282.894531
	Iteration 3F: 3 clusters Score -72642.49 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -73025.289062 Penalty: 3282.894531
	Iteration 4F: 3 clusters Score -73025.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -73549.093750 Penalty: 3282.894531
	Iteration 5Q: 3 clusters Score -73549.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -73701.703125 Penalty: 3282.894531
	Iteration 6Q: 3 clusters Score -73701.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -73784.187500 Penalty: 3282.894531
	Iteration 7Q: 3 clusters Score -73784.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -73817.242188 Penalty: 3282.894531
	Iteration 8Q: 3 clusters Score -73817.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -73860.664062 Penalty: 3282.894531
	Iteration 9Q: 3 clusters Score -73860.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -73878.093750 Penalty: 3282.894531
	Iteration 10Q: 3 clusters Score -73878.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -73887.773438 Penalty: 3282.894531
	Iteration 11Q: 3 clusters Score -73887.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -73897.210938 Penalty: 3282.894531
	Iteration 12F: 3 clusters Score -73897.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -73915.585938 Penalty: 3282.894531
	Iteration 13Q: 3 clusters Score -73915.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -73915.585938 Penalty: 3282.894531
	Iteration 14F: 3 clusters Score -73915.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 23008 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 505 members 
Mstep: Class 6 contains 4323 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 138597 members 
Mstep: Class 9 contains 311729 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 46247 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56687 members 
Mstep: Class 14 contains 167781 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34570 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 121468 members 
Mstep: Class 19 contains 244 members 
Mstep: Class 21 contains 40155 members 
Entering Unmasked Estep 
Score: -119285632.000000 Penalty: 68348.125000
Splitting cluster 5 changes total score from -119286304.000000 to -119285632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Entering Unmasked Estep 
Score: -518929.906250 Penalty: 2076.182861
	Iteration 0F: 2 clusters Score -518929.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -514845.656250 Penalty: 4152.365723
	Iteration 0F: 3 clusters Score -514845.7 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -515828.250000 Penalty: 4152.365723
	Iteration 1F: 3 clusters Score -515828.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -516112.625000 Penalty: 4152.365723
	Iteration 2F: 3 clusters Score -516112.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -516319.125000 Penalty: 4152.365723
	Iteration 3F: 3 clusters Score -516319.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -516494.250000 Penalty: 4152.365723
	Iteration 4F: 3 clusters Score -516494.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -516661.656250 Penalty: 4152.365723
	Iteration 5F: 3 clusters Score -516661.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -516824.031250 Penalty: 4152.365723
	Iteration 6Q: 3 clusters Score -516824 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -516970.843750 Penalty: 4152.365723
	Iteration 7Q: 3 clusters Score -516970.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -517100.968750 Penalty: 4152.365723
	Iteration 8Q: 3 clusters Score -517101 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -517208.312500 Penalty: 4152.365723
	Iteration 9Q: 3 clusters Score -517208.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -517298.656250 Penalty: 4152.365723
	Iteration 10Q: 3 clusters Score -517298.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -517351.562500 Penalty: 4152.365723
	Iteration 11Q: 3 clusters Score -517351.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -517391.375000 Penalty: 4152.365723
	Iteration 12Q: 3 clusters Score -517391.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -517424.656250 Penalty: 4152.365723
	Iteration 13Q: 3 clusters Score -517424.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -517450.156250 Penalty: 4152.365723
	Iteration 14Q: 3 clusters Score -517450.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -517476.656250 Penalty: 4152.365723
	Iteration 15Q: 3 clusters Score -517476.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -517502.343750 Penalty: 4152.365723
	Iteration 16Q: 3 clusters Score -517502.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -517518.968750 Penalty: 4152.365723
	Iteration 17Q: 3 clusters Score -517519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -517530.906250 Penalty: 4152.365723
	Iteration 18Q: 3 clusters Score -517530.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -517537.781250 Penalty: 4152.365723
	Iteration 19Q: 3 clusters Score -517537.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -517543.218750 Penalty: 4152.365723
	Iteration 20F: 3 clusters Score -517543.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -517546.968750 Penalty: 4152.365723
	Iteration 21Q: 3 clusters Score -517547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -517550.906250 Penalty: 4152.365723
	Iteration 22Q: 3 clusters Score -517550.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -517555.750000 Penalty: 4152.365723
	Iteration 23Q: 3 clusters Score -517555.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -517561.093750 Penalty: 4152.365723
	Iteration 24Q: 3 clusters Score -517561.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -517563.093750 Penalty: 4152.365723
	Iteration 25Q: 3 clusters Score -517563.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -517563.125000 Penalty: 4152.365723
	Iteration 26Q: 3 clusters Score -517563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -517564.781250 Penalty: 4152.365723
	Iteration 27Q: 3 clusters Score -517564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -517565.500000 Penalty: 4152.365723
	Iteration 28Q: 3 clusters Score -517565.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -517565.187500 Penalty: 4152.365723
	Iteration 29Q: 3 clusters Score -517565.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -517565.187500 Penalty: 4152.365723
	Iteration 30F: 3 clusters Score -517565.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -57221.324219 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -57221.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -55765.667969 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -55765.67 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55990.105469 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -55990.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56166.457031 Penalty: 3098.068848
	Iteration 2F: 3 clusters Score -56166.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56358.785156 Penalty: 3098.068848
	Iteration 3F: 3 clusters Score -56358.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -56459.511719 Penalty: 3098.068848
	Iteration 4F: 3 clusters Score -56459.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56536.042969 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -56536.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56577.906250 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -56577.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56604.628906 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -56604.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -56628.324219 Penalty: 3098.068848
	Iteration 8Q: 3 clusters Score -56628.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -56643.195312 Penalty: 3098.068848
	Iteration 9Q: 3 clusters Score -56643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -56664.996094 Penalty: 3098.068848
	Iteration 10Q: 3 clusters Score -56665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -56697.164062 Penalty: 3098.068848
	Iteration 11Q: 3 clusters Score -56697.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -56734.878906 Penalty: 3098.068848
	Iteration 12Q: 3 clusters Score -56734.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -56748.550781 Penalty: 3098.068848
	Iteration 13Q: 3 clusters Score -56748.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -56759.480469 Penalty: 3098.068848
	Iteration 14Q: 3 clusters Score -56759.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -56774.679688 Penalty: 3098.068848
	Iteration 15Q: 3 clusters Score -56774.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -56776.289062 Penalty: 3098.068848
	Iteration 16Q: 3 clusters Score -56776.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -56784.980469 Penalty: 3098.068848
	Iteration 17Q: 3 clusters Score -56784.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -56786.539062 Penalty: 3098.068848
	Iteration 18Q: 3 clusters Score -56786.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -56786.539062 Penalty: 3098.068848
	Iteration 19F: 3 clusters Score -56786.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (138597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138597 members 
Entering Unmasked Estep 
Score: -17507092.000000 Penalty: 2936.152832
	Iteration 0F: 2 clusters Score -1.750709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69289 members 
Mstep: Class 2 contains 69308 members 
Entering Unmasked Estep 
Score: -17414610.000000 Penalty: 5872.305664
	Iteration 0F: 3 clusters Score -1.741461e+07 nChanged 65897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69456 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -17452932.000000 Penalty: 5872.305664
	Iteration 1F: 3 clusters Score -1.745293e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69799 members 
Mstep: Class 2 contains 68798 members 
Entering Unmasked Estep 
Score: -17454268.000000 Penalty: 5872.305664
	Iteration 2Q: 3 clusters Score -1.745427e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70082 members 
Mstep: Class 2 contains 68515 members 
Entering Unmasked Estep 
Score: -17455960.000000 Penalty: 5872.305664
	Iteration 3Q: 3 clusters Score -1.745596e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -17458494.000000 Penalty: 5872.305664
	Iteration 4Q: 3 clusters Score -1.745849e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70519 members 
Mstep: Class 2 contains 68078 members 
Entering Unmasked Estep 
Score: -17461942.000000 Penalty: 5872.305664
	Iteration 5Q: 3 clusters Score -1.746194e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70149 members 
Mstep: Class 2 contains 68448 members 
Entering Unmasked Estep 
Score: -17466830.000000 Penalty: 5872.305664
	Iteration 6F: 3 clusters Score -1.746683e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69284 members 
Mstep: Class 2 contains 69313 members 
Entering Unmasked Estep 
Score: -17473448.000000 Penalty: 5872.305664
	Iteration 7F: 3 clusters Score -1.747345e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 70661 members 
Entering Unmasked Estep 
Score: -17480308.000000 Penalty: 5872.305664
	Iteration 8F: 3 clusters Score -1.748031e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 71984 members 
Entering Unmasked Estep 
Score: -17484520.000000 Penalty: 5872.305664
	Iteration 9F: 3 clusters Score -1.748452e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65582 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -17486402.000000 Penalty: 5872.305664
	Iteration 10Q: 3 clusters Score -1.74864e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 73936 members 
Entering Unmasked Estep 
Score: -17487162.000000 Penalty: 5872.305664
	Iteration 11Q: 3 clusters Score -1.748716e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63754 members 
Mstep: Class 2 contains 74843 members 
Entering Unmasked Estep 
Score: -17487618.000000 Penalty: 5872.305664
	Iteration 12Q: 3 clusters Score -1.748762e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 75755 members 
Entering Unmasked Estep 
Score: -17488070.000000 Penalty: 5872.305664
	Iteration 13Q: 3 clusters Score -1.748807e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 76736 members 
Entering Unmasked Estep 
Score: -17488550.000000 Penalty: 5872.305664
	Iteration 14Q: 3 clusters Score -1.748855e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 77751 members 
Entering Unmasked Estep 
Score: -17489036.000000 Penalty: 5872.305664
	Iteration 15Q: 3 clusters Score -1.748904e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Mstep: Class 2 contains 78790 members 
Entering Unmasked Estep 
Score: -17489482.000000 Penalty: 5872.305664
	Iteration 16Q: 3 clusters Score -1.748948e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 79896 members 
Entering Unmasked Estep 
Score: -17489926.000000 Penalty: 5872.305664
	Iteration 17Q: 3 clusters Score -1.748993e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57573 members 
Mstep: Class 2 contains 81024 members 
Entering Unmasked Estep 
Score: -17490210.000000 Penalty: 5872.305664
	Iteration 18Q: 3 clusters Score -1.749021e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
Score: -17490570.000000 Penalty: 5872.305664
	Iteration 19Q: 3 clusters Score -1.749057e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 83400 members 
Entering Unmasked Estep 
Score: -17490882.000000 Penalty: 5872.305664
	Iteration 20F: 3 clusters Score -1.749088e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 84616 members 
Entering Unmasked Estep 
Score: -17491182.000000 Penalty: 5872.305664
	Iteration 21Q: 3 clusters Score -1.749118e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 85850 members 
Entering Unmasked Estep 
Score: -17491488.000000 Penalty: 5872.305664
	Iteration 22Q: 3 clusters Score -1.749149e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 87061 members 
Entering Unmasked Estep 
Score: -17491702.000000 Penalty: 5872.305664
	Iteration 23Q: 3 clusters Score -1.74917e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 88280 members 
Entering Unmasked Estep 
Score: -17491912.000000 Penalty: 5872.305664
	Iteration 24Q: 3 clusters Score -1.749191e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 89458 members 
Entering Unmasked Estep 
Score: -17492160.000000 Penalty: 5872.305664
	Iteration 25Q: 3 clusters Score -1.749216e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 90638 members 
Entering Unmasked Estep 
Score: -17492272.000000 Penalty: 5872.305664
	Iteration 26Q: 3 clusters Score -1.749227e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 91862 members 
Entering Unmasked Estep 
Score: -17492480.000000 Penalty: 5872.305664
	Iteration 27Q: 3 clusters Score -1.749248e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 93118 members 
Entering Unmasked Estep 
Score: -17492754.000000 Penalty: 5872.305664
	Iteration 28Q: 3 clusters Score -1.749275e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -17493046.000000 Penalty: 5872.305664
	Iteration 29Q: 3 clusters Score -1.749305e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 95728 members 
Entering Unmasked Estep 
Score: -17493368.000000 Penalty: 5872.305664
	Iteration 30Q: 3 clusters Score -1.749337e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 97073 members 
Entering Unmasked Estep 
Score: -17493566.000000 Penalty: 5872.305664
	Iteration 31Q: 3 clusters Score -1.749357e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 98422 members 
Entering Unmasked Estep 
Score: -17493792.000000 Penalty: 5872.305664
	Iteration 32Q: 3 clusters Score -1.749379e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 99894 members 
Entering Unmasked Estep 
Score: -17494150.000000 Penalty: 5872.305664
	Iteration 33Q: 3 clusters Score -1.749415e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 101393 members 
Entering Unmasked Estep 
Score: -17494434.000000 Penalty: 5872.305664
	Iteration 34Q: 3 clusters Score -1.749443e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 102967 members 
Entering Unmasked Estep 
Score: -17494752.000000 Penalty: 5872.305664
	Iteration 35Q: 3 clusters Score -1.749475e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 104617 members 
Entering Unmasked Estep 
Score: -17495092.000000 Penalty: 5872.305664
	Iteration 36Q: 3 clusters Score -1.749509e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 106317 members 
Entering Unmasked Estep 
Score: -17495580.000000 Penalty: 5872.305664
	Iteration 37Q: 3 clusters Score -1.749558e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 108114 members 
Entering Unmasked Estep 
Score: -17496120.000000 Penalty: 5872.305664
	Iteration 38Q: 3 clusters Score -1.749612e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 109917 members 
Entering Unmasked Estep 
Score: -17496646.000000 Penalty: 5872.305664
	Iteration 39Q: 3 clusters Score -1.749665e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 111694 members 
Entering Unmasked Estep 
Score: -17497180.000000 Penalty: 5872.305664
	Iteration 40F: 3 clusters Score -1.749718e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 113426 members 
Entering Unmasked Estep 
Score: -17497762.000000 Penalty: 5872.305664
	Iteration 41Q: 3 clusters Score -1.749776e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 115171 members 
Entering Unmasked Estep 
Score: -17498352.000000 Penalty: 5872.305664
	Iteration 42Q: 3 clusters Score -1.749835e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 116928 members 
Entering Unmasked Estep 
Score: -17498906.000000 Penalty: 5872.305664
	Iteration 43Q: 3 clusters Score -1.749891e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 118669 members 
Entering Unmasked Estep 
Score: -17499400.000000 Penalty: 5872.305664
	Iteration 44Q: 3 clusters Score -1.74994e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 120323 members 
Entering Unmasked Estep 
Score: -17499930.000000 Penalty: 5872.305664
	Iteration 45Q: 3 clusters Score -1.749993e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 121889 members 
Entering Unmasked Estep 
Score: -17500462.000000 Penalty: 5872.305664
	Iteration 46Q: 3 clusters Score -1.750046e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 123378 members 
Entering Unmasked Estep 
Score: -17500934.000000 Penalty: 5872.305664
	Iteration 47Q: 3 clusters Score -1.750093e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 124778 members 
Entering Unmasked Estep 
Score: -17501448.000000 Penalty: 5872.305664
	Iteration 48Q: 3 clusters Score -1.750145e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 126075 members 
Entering Unmasked Estep 
Score: -17501962.000000 Penalty: 5872.305664
	Iteration 49Q: 3 clusters Score -1.750196e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 127216 members 
Entering Unmasked Estep 
Score: -17502366.000000 Penalty: 5872.305664
	Iteration 50Q: 3 clusters Score -1.750237e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 128312 members 
Entering Unmasked Estep 
Score: -17502716.000000 Penalty: 5872.305664
	Iteration 51Q: 3 clusters Score -1.750272e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 129302 members 
Entering Unmasked Estep 
Score: -17503070.000000 Penalty: 5872.305664
	Iteration 52Q: 3 clusters Score -1.750307e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 130203 members 
Entering Unmasked Estep 
Score: -17503442.000000 Penalty: 5872.305664
	Iteration 53Q: 3 clusters Score -1.750344e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 130916 members 
Entering Unmasked Estep 
Score: -17503678.000000 Penalty: 5872.305664
	Iteration 54Q: 3 clusters Score -1.750368e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 131566 members 
Entering Unmasked Estep 
Score: -17503880.000000 Penalty: 5872.305664
	Iteration 55Q: 3 clusters Score -1.750388e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 132130 members 
Entering Unmasked Estep 
Score: -17504086.000000 Penalty: 5872.305664
	Iteration 56Q: 3 clusters Score -1.750409e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 132637 members 
Entering Unmasked Estep 
Score: -17504228.000000 Penalty: 5872.305664
	Iteration 57Q: 3 clusters Score -1.750423e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 133095 members 
Entering Unmasked Estep 
Score: -17504396.000000 Penalty: 5872.305664
	Iteration 58Q: 3 clusters Score -1.75044e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 133509 members 
Entering Unmasked Estep 
Score: -17504518.000000 Penalty: 5872.305664
	Iteration 59Q: 3 clusters Score -1.750452e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 133865 members 
Entering Unmasked Estep 
Score: -17504592.000000 Penalty: 5872.305664
	Iteration 60F: 3 clusters Score -1.750459e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 134176 members 
Entering Unmasked Estep 
Score: -17504624.000000 Penalty: 5872.305664
	Iteration 61Q: 3 clusters Score -1.750462e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 134446 members 
Entering Unmasked Estep 
Score: -17504712.000000 Penalty: 5872.305664
	Iteration 62Q: 3 clusters Score -1.750471e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 134700 members 
Entering Unmasked Estep 
Score: -17504770.000000 Penalty: 5872.305664
	Iteration 63Q: 3 clusters Score -1.750477e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 134892 members 
Entering Unmasked Estep 
Score: -17504798.000000 Penalty: 5872.305664
	Iteration 64Q: 3 clusters Score -1.75048e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 135098 members 
Entering Unmasked Estep 
Score: -17504864.000000 Penalty: 5872.305664
	Iteration 65Q: 3 clusters Score -1.750486e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 135281 members 
Entering Unmasked Estep 
Score: -17504932.000000 Penalty: 5872.305664
	Iteration 66Q: 3 clusters Score -1.750493e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 135440 members 
Entering Unmasked Estep 
Score: -17504942.000000 Penalty: 5872.305664
	Iteration 67Q: 3 clusters Score -1.750494e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 135584 members 
Entering Unmasked Estep 
Score: -17504972.000000 Penalty: 5872.305664
	Iteration 68Q: 3 clusters Score -1.750497e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 135710 members 
Entering Unmasked Estep 
Score: -17504970.000000 Penalty: 5872.305664
	Iteration 69Q: 3 clusters Score -1.750497e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 135790 members 
Entering Unmasked Estep 
Score: -17504970.000000 Penalty: 5872.305664
	Iteration 70Q: 3 clusters Score -1.750497e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 135861 members 
Entering Unmasked Estep 
Score: -17505002.000000 Penalty: 5872.305664
	Iteration 71Q: 3 clusters Score -1.7505e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 135909 members 
Entering Unmasked Estep 
Score: -17505002.000000 Penalty: 5872.305664
	Iteration 72Q: 3 clusters Score -1.7505e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 135960 members 
Entering Unmasked Estep 
Score: -17505018.000000 Penalty: 5872.305664
	Iteration 73Q: 3 clusters Score -1.750502e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 135994 members 
Entering Unmasked Estep 
Score: -17505034.000000 Penalty: 5872.305664
	Iteration 74Q: 3 clusters Score -1.750503e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 136016 members 
Entering Unmasked Estep 
Score: -17505034.000000 Penalty: 5872.305664
	Iteration 75Q: 3 clusters Score -1.750503e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 136039 members 
Entering Unmasked Estep 
Score: -17505026.000000 Penalty: 5872.305664
	Iteration 76Q: 3 clusters Score -1.750503e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 136055 members 
Entering Unmasked Estep 
Score: -17505052.000000 Penalty: 5872.305664
	Iteration 77Q: 3 clusters Score -1.750505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 136063 members 
Entering Unmasked Estep 
Score: -17505036.000000 Penalty: 5872.305664
	Iteration 78Q: 3 clusters Score -1.750504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 136075 members 
Entering Unmasked Estep 
Score: -17505048.000000 Penalty: 5872.305664
	Iteration 79Q: 3 clusters Score -1.750505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 136081 members 
Entering Unmasked Estep 
Score: -17505050.000000 Penalty: 5872.305664
	Iteration 80F: 3 clusters Score -1.750505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 136084 members 
Entering Unmasked Estep 
Score: -17505058.000000 Penalty: 5872.305664
	Iteration 81Q: 3 clusters Score -1.750506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 136091 members 
Entering Unmasked Estep 
Score: -17505040.000000 Penalty: 5872.305664
	Iteration 82Q: 3 clusters Score -1.750504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 136097 members 
Entering Unmasked Estep 
Score: -17505038.000000 Penalty: 5872.305664
	Iteration 83Q: 3 clusters Score -1.750504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 136101 members 
Entering Unmasked Estep 
Score: -17505038.000000 Penalty: 5872.305664
	Iteration 84Q: 3 clusters Score -1.750504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 136105 members 
Entering Unmasked Estep 
Score: -17505030.000000 Penalty: 5872.305664
	Iteration 85Q: 3 clusters Score -1.750503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 136107 members 
Entering Unmasked Estep 
Score: -17505032.000000 Penalty: 5872.305664
	Iteration 86Q: 3 clusters Score -1.750503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 136111 members 
Entering Unmasked Estep 
Score: -17505042.000000 Penalty: 5872.305664
	Iteration 87Q: 3 clusters Score -1.750504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 136117 members 
Entering Unmasked Estep 
Score: -17505058.000000 Penalty: 5872.305664
	Iteration 88Q: 3 clusters Score -1.750506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 136123 members 
Entering Unmasked Estep 
Score: -17505054.000000 Penalty: 5872.305664
	Iteration 89Q: 3 clusters Score -1.750505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 136128 members 
Entering Unmasked Estep 
Score: -17505052.000000 Penalty: 5872.305664
	Iteration 90Q: 3 clusters Score -1.750505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 136132 members 
Entering Unmasked Estep 
Score: -17505052.000000 Penalty: 5872.305664
	Iteration 91Q: 3 clusters Score -1.750505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 136139 members 
Entering Unmasked Estep 
Score: -17505040.000000 Penalty: 5872.305664
	Iteration 92Q: 3 clusters Score -1.750504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 136143 members 
Entering Unmasked Estep 
Score: -17505050.000000 Penalty: 5872.305664
	Iteration 93Q: 3 clusters Score -1.750505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 136150 members 
Entering Unmasked Estep 
Score: -17505052.000000 Penalty: 5872.305664
	Iteration 94Q: 3 clusters Score -1.750505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 136160 members 
Entering Unmasked Estep 
Score: -17505042.000000 Penalty: 5872.305664
	Iteration 95Q: 3 clusters Score -1.750504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 136166 members 
Entering Unmasked Estep 
Score: -17505046.000000 Penalty: 5872.305664
	Iteration 96Q: 3 clusters Score -1.750505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 136170 members 
Entering Unmasked Estep 
Score: -17505048.000000 Penalty: 5872.305664
	Iteration 97Q: 3 clusters Score -1.750505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 136172 members 
Entering Unmasked Estep 
Score: -17505068.000000 Penalty: 5872.305664
	Iteration 98Q: 3 clusters Score -1.750507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 136173 members 
Entering Unmasked Estep 
Score: -17505066.000000 Penalty: 5872.305664
	Iteration 99Q: 3 clusters Score -1.750507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 136173 members 
Entering Unmasked Estep 
Score: -17505056.000000 Penalty: 5872.305664
	Iteration 100F: 3 clusters Score -1.750506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (311729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311729 members 
Entering Unmasked Estep 
Score: -39021744.000000 Penalty: 3137.172607
	Iteration 0F: 2 clusters Score -3.902174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155789 members 
Mstep: Class 2 contains 155940 members 
Entering Unmasked Estep 
Score: -38833004.000000 Penalty: 6274.345215
	Iteration 0F: 3 clusters Score -3.8833e+07 nChanged 150927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153566 members 
Mstep: Class 2 contains 158163 members 
Entering Unmasked Estep 
Score: -38922244.000000 Penalty: 6274.345215
	Iteration 1F: 3 clusters Score -3.892224e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152385 members 
Mstep: Class 2 contains 159344 members 
Entering Unmasked Estep 
Score: -38923816.000000 Penalty: 6274.345215
	Iteration 2Q: 3 clusters Score -3.892382e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150529 members 
Mstep: Class 2 contains 161200 members 
Entering Unmasked Estep 
Score: -38925456.000000 Penalty: 6274.345215
	Iteration 3Q: 3 clusters Score -3.892546e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147640 members 
Mstep: Class 2 contains 164089 members 
Entering Unmasked Estep 
Score: -38928516.000000 Penalty: 6274.345215
	Iteration 4Q: 3 clusters Score -3.892852e+07 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143290 members 
Mstep: Class 2 contains 168439 members 
Entering Unmasked Estep 
Score: -38932396.000000 Penalty: 6274.345215
	Iteration 5Q: 3 clusters Score -3.89324e+07 nChanged 14018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137194 members 
Mstep: Class 2 contains 174535 members 
Entering Unmasked Estep 
Score: -38938372.000000 Penalty: 6274.345215
	Iteration 6Q: 3 clusters Score -3.893837e+07 nChanged 16835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129317 members 
Mstep: Class 2 contains 182412 members 
Entering Unmasked Estep 
Score: -38948108.000000 Penalty: 6274.345215
	Iteration 7F: 3 clusters Score -3.894811e+07 nChanged 19088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120729 members 
Mstep: Class 2 contains 191000 members 
Entering Unmasked Estep 
Score: -38960388.000000 Penalty: 6274.345215
	Iteration 8F: 3 clusters Score -3.896039e+07 nChanged 19528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113597 members 
Mstep: Class 2 contains 198132 members 
Entering Unmasked Estep 
Score: -38973444.000000 Penalty: 6274.345215
	Iteration 9F: 3 clusters Score -3.897344e+07 nChanged 16988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108593 members 
Mstep: Class 2 contains 203136 members 
Entering Unmasked Estep 
Score: -38983784.000000 Penalty: 6274.345215
	Iteration 10F: 3 clusters Score -3.898378e+07 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104766 members 
Mstep: Class 2 contains 206963 members 
Entering Unmasked Estep 
Score: -38988316.000000 Penalty: 6274.345215
	Iteration 11Q: 3 clusters Score -3.898832e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100936 members 
Mstep: Class 2 contains 210793 members 
Entering Unmasked Estep 
Score: -38990412.000000 Penalty: 6274.345215
	Iteration 12Q: 3 clusters Score -3.899041e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96920 members 
Mstep: Class 2 contains 214809 members 
Entering Unmasked Estep 
Score: -38991276.000000 Penalty: 6274.345215
	Iteration 13Q: 3 clusters Score -3.899128e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92804 members 
Mstep: Class 2 contains 218925 members 
Entering Unmasked Estep 
Score: -38992148.000000 Penalty: 6274.345215
	Iteration 14Q: 3 clusters Score -3.899215e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88467 members 
Mstep: Class 2 contains 223262 members 
Entering Unmasked Estep 
Score: -38992988.000000 Penalty: 6274.345215
	Iteration 15Q: 3 clusters Score -3.899299e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84053 members 
Mstep: Class 2 contains 227676 members 
Entering Unmasked Estep 
Score: -38994276.000000 Penalty: 6274.345215
	Iteration 16Q: 3 clusters Score -3.899428e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79488 members 
Mstep: Class 2 contains 232241 members 
Entering Unmasked Estep 
Score: -38995496.000000 Penalty: 6274.345215
	Iteration 17Q: 3 clusters Score -3.89955e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74911 members 
Mstep: Class 2 contains 236818 members 
Entering Unmasked Estep 
Score: -38996596.000000 Penalty: 6274.345215
	Iteration 18Q: 3 clusters Score -3.89966e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70511 members 
Mstep: Class 2 contains 241218 members 
Entering Unmasked Estep 
Score: -38997564.000000 Penalty: 6274.345215
	Iteration 19Q: 3 clusters Score -3.899756e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 245496 members 
Entering Unmasked Estep 
Score: -38998700.000000 Penalty: 6274.345215
	Iteration 20F: 3 clusters Score -3.89987e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62119 members 
Mstep: Class 2 contains 249610 members 
Entering Unmasked Estep 
Score: -38999628.000000 Penalty: 6274.345215
	Iteration 21Q: 3 clusters Score -3.899963e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 253620 members 
Entering Unmasked Estep 
Score: -39000692.000000 Penalty: 6274.345215
	Iteration 22Q: 3 clusters Score -3.900069e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 257596 members 
Entering Unmasked Estep 
Score: -39001688.000000 Penalty: 6274.345215
	Iteration 23Q: 3 clusters Score -3.900169e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 261543 members 
Entering Unmasked Estep 
Score: -39002720.000000 Penalty: 6274.345215
	Iteration 24Q: 3 clusters Score -3.900272e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 265301 members 
Entering Unmasked Estep 
Score: -39004100.000000 Penalty: 6274.345215
	Iteration 25Q: 3 clusters Score -3.90041e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 268907 members 
Entering Unmasked Estep 
Score: -39005608.000000 Penalty: 6274.345215
	Iteration 26Q: 3 clusters Score -3.900561e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 272451 members 
Entering Unmasked Estep 
Score: -39007148.000000 Penalty: 6274.345215
	Iteration 27Q: 3 clusters Score -3.900715e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 275861 members 
Entering Unmasked Estep 
Score: -39008884.000000 Penalty: 6274.345215
	Iteration 28Q: 3 clusters Score -3.900888e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 279167 members 
Entering Unmasked Estep 
Score: -39010912.000000 Penalty: 6274.345215
	Iteration 29Q: 3 clusters Score -3.901091e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 282244 members 
Entering Unmasked Estep 
Score: -39012880.000000 Penalty: 6274.345215
	Iteration 30Q: 3 clusters Score -3.901288e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 285065 members 
Entering Unmasked Estep 
Score: -39014700.000000 Penalty: 6274.345215
	Iteration 31Q: 3 clusters Score -3.90147e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 287599 members 
Entering Unmasked Estep 
Score: -39016360.000000 Penalty: 6274.345215
	Iteration 32Q: 3 clusters Score -3.901636e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 289927 members 
Entering Unmasked Estep 
Score: -39018004.000000 Penalty: 6274.345215
	Iteration 33Q: 3 clusters Score -3.9018e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 292050 members 
Entering Unmasked Estep 
Score: -39019228.000000 Penalty: 6274.345215
	Iteration 34Q: 3 clusters Score -3.901923e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 293956 members 
Entering Unmasked Estep 
Score: -39020540.000000 Penalty: 6274.345215
	Iteration 35Q: 3 clusters Score -3.902054e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 295528 members 
Entering Unmasked Estep 
Score: -39021204.000000 Penalty: 6274.345215
	Iteration 36Q: 3 clusters Score -3.90212e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 296954 members 
Entering Unmasked Estep 
Score: -39022172.000000 Penalty: 6274.345215
	Iteration 37Q: 3 clusters Score -3.902217e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 298220 members 
Entering Unmasked Estep 
Score: -39022568.000000 Penalty: 6274.345215
	Iteration 38Q: 3 clusters Score -3.902257e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 299332 members 
Entering Unmasked Estep 
Score: -39022736.000000 Penalty: 6274.345215
	Iteration 39Q: 3 clusters Score -3.902274e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 300360 members 
Entering Unmasked Estep 
Score: -39022880.000000 Penalty: 6274.345215
	Iteration 40F: 3 clusters Score -3.902288e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 301263 members 
Entering Unmasked Estep 
Score: -39022988.000000 Penalty: 6274.345215
	Iteration 41Q: 3 clusters Score -3.902299e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 302069 members 
Entering Unmasked Estep 
Score: -39022816.000000 Penalty: 6274.345215
	Iteration 42Q: 3 clusters Score -3.902282e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 302791 members 
Entering Unmasked Estep 
Score: -39022720.000000 Penalty: 6274.345215
	Iteration 43Q: 3 clusters Score -3.902272e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 303468 members 
Entering Unmasked Estep 
Score: -39022608.000000 Penalty: 6274.345215
	Iteration 44Q: 3 clusters Score -3.902261e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 304105 members 
Entering Unmasked Estep 
Score: -39022756.000000 Penalty: 6274.345215
	Iteration 45Q: 3 clusters Score -3.902276e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 304668 members 
Entering Unmasked Estep 
Score: -39022792.000000 Penalty: 6274.345215
	Iteration 46Q: 3 clusters Score -3.902279e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 305154 members 
Entering Unmasked Estep 
Score: -39022656.000000 Penalty: 6274.345215
	Iteration 47Q: 3 clusters Score -3.902266e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 305610 members 
Entering Unmasked Estep 
Score: -39022512.000000 Penalty: 6274.345215
	Iteration 48Q: 3 clusters Score -3.902251e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 306030 members 
Entering Unmasked Estep 
Score: -39022400.000000 Penalty: 6274.345215
	Iteration 49Q: 3 clusters Score -3.90224e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 306411 members 
Entering Unmasked Estep 
Score: -39022264.000000 Penalty: 6274.345215
	Iteration 50Q: 3 clusters Score -3.902226e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 306761 members 
Entering Unmasked Estep 
Score: -39022228.000000 Penalty: 6274.345215
	Iteration 51Q: 3 clusters Score -3.902223e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 307085 members 
Entering Unmasked Estep 
Score: -39022100.000000 Penalty: 6274.345215
	Iteration 52Q: 3 clusters Score -3.90221e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 307365 members 
Entering Unmasked Estep 
Score: -39021972.000000 Penalty: 6274.345215
	Iteration 53Q: 3 clusters Score -3.902197e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 307662 members 
Entering Unmasked Estep 
Score: -39021844.000000 Penalty: 6274.345215
	Iteration 54Q: 3 clusters Score -3.902184e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 307919 members 
Entering Unmasked Estep 
Score: -39021696.000000 Penalty: 6274.345215
	Iteration 55Q: 3 clusters Score -3.90217e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 308142 members 
Entering Unmasked Estep 
Score: -39021680.000000 Penalty: 6274.345215
	Iteration 56Q: 3 clusters Score -3.902168e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 308327 members 
Entering Unmasked Estep 
Score: -39021588.000000 Penalty: 6274.345215
	Iteration 57Q: 3 clusters Score -3.902159e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 308498 members 
Entering Unmasked Estep 
Score: -39021584.000000 Penalty: 6274.345215
	Iteration 58Q: 3 clusters Score -3.902158e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 308643 members 
Entering Unmasked Estep 
Score: -39021472.000000 Penalty: 6274.345215
	Iteration 59Q: 3 clusters Score -3.902147e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 308774 members 
Entering Unmasked Estep 
Score: -39021388.000000 Penalty: 6274.345215
	Iteration 60F: 3 clusters Score -3.902139e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 308871 members 
Entering Unmasked Estep 
Score: -39021332.000000 Penalty: 6274.345215
	Iteration 61Q: 3 clusters Score -3.902133e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 308971 members 
Entering Unmasked Estep 
Score: -39021288.000000 Penalty: 6274.345215
	Iteration 62Q: 3 clusters Score -3.902129e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 309061 members 
Entering Unmasked Estep 
Score: -39021232.000000 Penalty: 6274.345215
	Iteration 63Q: 3 clusters Score -3.902123e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 309164 members 
Entering Unmasked Estep 
Score: -39021192.000000 Penalty: 6274.345215
	Iteration 64Q: 3 clusters Score -3.902119e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 309250 members 
Entering Unmasked Estep 
Score: -39021120.000000 Penalty: 6274.345215
	Iteration 65Q: 3 clusters Score -3.902112e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 309335 members 
Entering Unmasked Estep 
Score: -39021100.000000 Penalty: 6274.345215
	Iteration 66Q: 3 clusters Score -3.90211e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 309432 members 
Entering Unmasked Estep 
Score: -39021016.000000 Penalty: 6274.345215
	Iteration 67Q: 3 clusters Score -3.902102e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 309518 members 
Entering Unmasked Estep 
Score: -39020956.000000 Penalty: 6274.345215
	Iteration 68Q: 3 clusters Score -3.902096e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 309601 members 
Entering Unmasked Estep 
Score: -39020904.000000 Penalty: 6274.345215
	Iteration 69Q: 3 clusters Score -3.90209e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 309678 members 
Entering Unmasked Estep 
Score: -39020848.000000 Penalty: 6274.345215
	Iteration 70Q: 3 clusters Score -3.902085e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 309746 members 
Entering Unmasked Estep 
Score: -39020780.000000 Penalty: 6274.345215
	Iteration 71Q: 3 clusters Score -3.902078e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 309806 members 
Entering Unmasked Estep 
Score: -39020704.000000 Penalty: 6274.345215
	Iteration 72Q: 3 clusters Score -3.90207e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 309862 members 
Entering Unmasked Estep 
Score: -39020692.000000 Penalty: 6274.345215
	Iteration 73Q: 3 clusters Score -3.902069e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 309925 members 
Entering Unmasked Estep 
Score: -39020616.000000 Penalty: 6274.345215
	Iteration 74Q: 3 clusters Score -3.902062e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 309968 members 
Entering Unmasked Estep 
Score: -39020592.000000 Penalty: 6274.345215
	Iteration 75Q: 3 clusters Score -3.902059e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 310011 members 
Entering Unmasked Estep 
Score: -39020608.000000 Penalty: 6274.345215
	Iteration 76Q: 3 clusters Score -3.902061e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 310059 members 
Entering Unmasked Estep 
Score: -39020624.000000 Penalty: 6274.345215
	Iteration 77Q: 3 clusters Score -3.902062e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 310101 members 
Entering Unmasked Estep 
Score: -39020620.000000 Penalty: 6274.345215
	Iteration 78Q: 3 clusters Score -3.902062e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 310146 members 
Entering Unmasked Estep 
Score: -39020584.000000 Penalty: 6274.345215
	Iteration 79Q: 3 clusters Score -3.902058e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 310186 members 
Entering Unmasked Estep 
Score: -39020564.000000 Penalty: 6274.345215
	Iteration 80F: 3 clusters Score -3.902056e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 310218 members 
Entering Unmasked Estep 
Score: -39020568.000000 Penalty: 6274.345215
	Iteration 81Q: 3 clusters Score -3.902057e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 310247 members 
Entering Unmasked Estep 
Score: -39020564.000000 Penalty: 6274.345215
	Iteration 82Q: 3 clusters Score -3.902056e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 310275 members 
Entering Unmasked Estep 
Score: -39020492.000000 Penalty: 6274.345215
	Iteration 83Q: 3 clusters Score -3.902049e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 310307 members 
Entering Unmasked Estep 
Score: -39020468.000000 Penalty: 6274.345215
	Iteration 84Q: 3 clusters Score -3.902047e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 310343 members 
Entering Unmasked Estep 
Score: -39020456.000000 Penalty: 6274.345215
	Iteration 85Q: 3 clusters Score -3.902046e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 310374 members 
Entering Unmasked Estep 
Score: -39020428.000000 Penalty: 6274.345215
	Iteration 86Q: 3 clusters Score -3.902043e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 310400 members 
Entering Unmasked Estep 
Score: -39020416.000000 Penalty: 6274.345215
	Iteration 87Q: 3 clusters Score -3.902042e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 310430 members 
Entering Unmasked Estep 
Score: -39020436.000000 Penalty: 6274.345215
	Iteration 88Q: 3 clusters Score -3.902044e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 310455 members 
Entering Unmasked Estep 
Score: -39020424.000000 Penalty: 6274.345215
	Iteration 89Q: 3 clusters Score -3.902042e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 310484 members 
Entering Unmasked Estep 
Score: -39020392.000000 Penalty: 6274.345215
	Iteration 90Q: 3 clusters Score -3.902039e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 310510 members 
Entering Unmasked Estep 
Score: -39020372.000000 Penalty: 6274.345215
	Iteration 91Q: 3 clusters Score -3.902037e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 310527 members 
Entering Unmasked Estep 
Score: -39020336.000000 Penalty: 6274.345215
	Iteration 92Q: 3 clusters Score -3.902034e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 310540 members 
Entering Unmasked Estep 
Score: -39020356.000000 Penalty: 6274.345215
	Iteration 93Q: 3 clusters Score -3.902036e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 310556 members 
Entering Unmasked Estep 
Score: -39020372.000000 Penalty: 6274.345215
	Iteration 94Q: 3 clusters Score -3.902037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 310564 members 
Entering Unmasked Estep 
Score: -39020364.000000 Penalty: 6274.345215
	Iteration 95Q: 3 clusters Score -3.902036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 310575 members 
Entering Unmasked Estep 
Score: -39020364.000000 Penalty: 6274.345215
	Iteration 96Q: 3 clusters Score -3.902036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 310582 members 
Entering Unmasked Estep 
Score: -39020308.000000 Penalty: 6274.345215
	Iteration 97Q: 3 clusters Score -3.902031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 310588 members 
Entering Unmasked Estep 
Score: -39020332.000000 Penalty: 6274.345215
	Iteration 98Q: 3 clusters Score -3.902033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 310592 members 
Entering Unmasked Estep 
Score: -39020312.000000 Penalty: 6274.345215
	Iteration 99Q: 3 clusters Score -3.902031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 310595 members 
Entering Unmasked Estep 
Score: -39020316.000000 Penalty: 6274.345215
	Iteration 100F: 3 clusters Score -3.902032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 310599 members 
Entering Unmasked Estep 
Score: -39020324.000000 Penalty: 6274.345215
	Iteration 101Q: 3 clusters Score -3.902032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 310601 members 
Entering Unmasked Estep 
Score: -39020320.000000 Penalty: 6274.345215
	Iteration 102Q: 3 clusters Score -3.902032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 310604 members 
Entering Unmasked Estep 
Score: -39020316.000000 Penalty: 6274.345215
	Iteration 103Q: 3 clusters Score -3.902032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310606 members 
Entering Unmasked Estep 
Score: -39020312.000000 Penalty: 6274.345215
	Iteration 104Q: 3 clusters Score -3.902031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 310606 members 
Entering Unmasked Estep 
Score: -39020312.000000 Penalty: 6274.345215
	Iteration 105F: 3 clusters Score -3.902031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -84184.265625 Penalty: 1675.430664
	Iteration 0F: 2 clusters Score -84184.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -82540.523438 Penalty: 3350.861328
	Iteration 0F: 3 clusters Score -82540.52 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83270.507812 Penalty: 3350.861328
	Iteration 1F: 3 clusters Score -83270.51 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -83836.843750 Penalty: 3350.861328
	Iteration 2F: 3 clusters Score -83836.84 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -84237.187500 Penalty: 3350.861328
	Iteration 3F: 3 clusters Score -84237.19 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84533.773438 Penalty: 3350.861328
	Iteration 4F: 3 clusters Score -84533.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -84776.953125 Penalty: 3350.861328
	Iteration 5Q: 3 clusters Score -84776.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85124.507812 Penalty: 3350.861328
	Iteration 6Q: 3 clusters Score -85124.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85301.500000 Penalty: 3350.861328
	Iteration 7Q: 3 clusters Score -85301.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85362.015625 Penalty: 3350.861328
	Iteration 8Q: 3 clusters Score -85362.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -85374.562500 Penalty: 3350.861328
	Iteration 9Q: 3 clusters Score -85374.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85375.687500 Penalty: 3350.861328
	Iteration 10Q: 3 clusters Score -85375.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85375.687500 Penalty: 3350.861328
	Iteration 11F: 3 clusters Score -85375.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 23008 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 4323 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 138597 members 
Mstep: Class 9 contains 311729 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 46247 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56687 members 
Mstep: Class 14 contains 167781 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34570 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 121468 members 
Mstep: Class 19 contains 353 members 
Mstep: Class 21 contains 40155 members 
Entering Unmasked Estep 
Score: -119285504.000000 Penalty: 68348.125000
Splitting cluster 10 changes total score from -119286304.000000 to -119285504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (46247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Entering Unmasked Estep 
Score: -5878857.500000 Penalty: 2663.954346
	Iteration 0F: 2 clusters Score -5878858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -5847729.500000 Penalty: 5327.908691
	Iteration 0F: 3 clusters Score -5847730 nChanged 21368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -5859505.500000 Penalty: 5327.908691
	Iteration 1F: 3 clusters Score -5859506 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -5860344.000000 Penalty: 5327.908691
	Iteration 2Q: 3 clusters Score -5860344 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -5861592.500000 Penalty: 5327.908691
	Iteration 3F: 3 clusters Score -5861592 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -5863841.000000 Penalty: 5327.908691
	Iteration 4F: 3 clusters Score -5863841 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -5867107.000000 Penalty: 5327.908691
	Iteration 5F: 3 clusters Score -5867107 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -5871166.500000 Penalty: 5327.908691
	Iteration 6F: 3 clusters Score -5871166 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -5874347.000000 Penalty: 5327.908691
	Iteration 7F: 3 clusters Score -5874347 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -5876202.000000 Penalty: 5327.908691
	Iteration 8Q: 3 clusters Score -5876202 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -5877050.000000 Penalty: 5327.908691
	Iteration 9Q: 3 clusters Score -5877050 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -5877336.000000 Penalty: 5327.908691
	Iteration 10Q: 3 clusters Score -5877336 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -5877444.000000 Penalty: 5327.908691
	Iteration 11Q: 3 clusters Score -5877444 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -5877537.000000 Penalty: 5327.908691
	Iteration 12Q: 3 clusters Score -5877537 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -5877567.000000 Penalty: 5327.908691
	Iteration 13Q: 3 clusters Score -5877567 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -5877594.500000 Penalty: 5327.908691
	Iteration 14Q: 3 clusters Score -5877594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -5877603.500000 Penalty: 5327.908691
	Iteration 15Q: 3 clusters Score -5877604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -5877604.000000 Penalty: 5327.908691
	Iteration 16Q: 3 clusters Score -5877604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -5877606.000000 Penalty: 5327.908691
	Iteration 17Q: 3 clusters Score -5877606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -5877605.500000 Penalty: 5327.908691
	Iteration 18Q: 3 clusters Score -5877606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -5877614.500000 Penalty: 5327.908691
	Iteration 19Q: 3 clusters Score -5877614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -5877622.000000 Penalty: 5327.908691
	Iteration 20F: 3 clusters Score -5877622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -5877626.000000 Penalty: 5327.908691
	Iteration 21Q: 3 clusters Score -5877626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -5877627.500000 Penalty: 5327.908691
	Iteration 22Q: 3 clusters Score -5877628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -5877630.000000 Penalty: 5327.908691
	Iteration 23Q: 3 clusters Score -5877630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -5877633.000000 Penalty: 5327.908691
	Iteration 24Q: 3 clusters Score -5877633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -5877634.000000 Penalty: 5327.908691
	Iteration 25Q: 3 clusters Score -5877634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -5877642.000000 Penalty: 5327.908691
	Iteration 26Q: 3 clusters Score -5877642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -5877635.500000 Penalty: 5327.908691
	Iteration 27Q: 3 clusters Score -5877636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -5877635.500000 Penalty: 5327.908691
	Iteration 28Q: 3 clusters Score -5877636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -5877635.000000 Penalty: 5327.908691
	Iteration 29Q: 3 clusters Score -5877635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -5877635.000000 Penalty: 5327.908691
	Iteration 30F: 3 clusters Score -5877635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -126316.890625 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -126316.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -124378.710938 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -124378.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -124658.617188 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -124658.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -124714.929688 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -124714.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -124739.156250 Penalty: 3448.553467
	Iteration 3Q: 3 clusters Score -124739.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -124750.265625 Penalty: 3448.553467
	Iteration 4Q: 3 clusters Score -124750.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -124757.289062 Penalty: 3448.553467
	Iteration 5Q: 3 clusters Score -124757.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -124759.335938 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -124759.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -124761.781250 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -124761.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -124766.453125 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -124766.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -124769.710938 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -124769.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -124771.031250 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -124771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -124775.171875 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -124775.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -124779.210938 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -124779.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -124782.289062 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -124782.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -124783.023438 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -124783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -124784.804688 Penalty: 3448.553467
	Iteration 15Q: 3 clusters Score -124784.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -124787.078125 Penalty: 3448.553467
	Iteration 16Q: 3 clusters Score -124787.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -124788.320312 Penalty: 3448.553467
	Iteration 17Q: 3 clusters Score -124788.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -124789.312500 Penalty: 3448.553467
	Iteration 18Q: 3 clusters Score -124789.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -124789.312500 Penalty: 3448.553467
	Iteration 19F: 3 clusters Score -124789.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Entering Unmasked Estep 
Score: -6941020.000000 Penalty: 2714.434326
	Iteration 0F: 2 clusters Score -6941020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -6902952.500000 Penalty: 5428.868652
	Iteration 0F: 3 clusters Score -6902952 nChanged 26130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -6917756.000000 Penalty: 5428.868652
	Iteration 1F: 3 clusters Score -6917756 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -6918413.500000 Penalty: 5428.868652
	Iteration 2Q: 3 clusters Score -6918414 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -6919197.000000 Penalty: 5428.868652
	Iteration 3Q: 3 clusters Score -6919197 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -6920379.000000 Penalty: 5428.868652
	Iteration 4Q: 3 clusters Score -6920379 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -6922173.500000 Penalty: 5428.868652
	Iteration 5F: 3 clusters Score -6922174 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -6924795.000000 Penalty: 5428.868652
	Iteration 6F: 3 clusters Score -6924795 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -6927711.500000 Penalty: 5428.868652
	Iteration 7F: 3 clusters Score -6927712 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -6930289.000000 Penalty: 5428.868652
	Iteration 8F: 3 clusters Score -6930289 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -6931977.500000 Penalty: 5428.868652
	Iteration 9Q: 3 clusters Score -6931978 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -6933159.500000 Penalty: 5428.868652
	Iteration 10Q: 3 clusters Score -6933160 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -6934205.000000 Penalty: 5428.868652
	Iteration 11Q: 3 clusters Score -6934205 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -6935511.500000 Penalty: 5428.868652
	Iteration 12Q: 3 clusters Score -6935512 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 54762 members 
Entering Unmasked Estep 
Score: -6936991.500000 Penalty: 5428.868652
	Iteration 13Q: 3 clusters Score -6936992 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -6938033.500000 Penalty: 5428.868652
	Iteration 14Q: 3 clusters Score -6938034 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -6938563.000000 Penalty: 5428.868652
	Iteration 15Q: 3 clusters Score -6938563 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -6938759.500000 Penalty: 5428.868652
	Iteration 16Q: 3 clusters Score -6938760 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 56272 members 
Entering Unmasked Estep 
Score: -6938836.500000 Penalty: 5428.868652
	Iteration 17Q: 3 clusters Score -6938836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 56313 members 
Entering Unmasked Estep 
Score: -6938872.000000 Penalty: 5428.868652
	Iteration 18Q: 3 clusters Score -6938872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -6938900.500000 Penalty: 5428.868652
	Iteration 19Q: 3 clusters Score -6938900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -6938918.000000 Penalty: 5428.868652
	Iteration 20F: 3 clusters Score -6938918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 56365 members 
Entering Unmasked Estep 
Score: -6938937.500000 Penalty: 5428.868652
	Iteration 21Q: 3 clusters Score -6938938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -6938946.000000 Penalty: 5428.868652
	Iteration 22Q: 3 clusters Score -6938946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -6938955.500000 Penalty: 5428.868652
	Iteration 23Q: 3 clusters Score -6938956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -6938959.000000 Penalty: 5428.868652
	Iteration 24Q: 3 clusters Score -6938959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -6938964.500000 Penalty: 5428.868652
	Iteration 25Q: 3 clusters Score -6938964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -6938972.500000 Penalty: 5428.868652
	Iteration 26Q: 3 clusters Score -6938972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -6938979.000000 Penalty: 5428.868652
	Iteration 27Q: 3 clusters Score -6938979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -6938981.000000 Penalty: 5428.868652
	Iteration 28Q: 3 clusters Score -6938981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -6938988.500000 Penalty: 5428.868652
	Iteration 29Q: 3 clusters Score -6938988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -6938983.500000 Penalty: 5428.868652
	Iteration 30Q: 3 clusters Score -6938984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -6938982.000000 Penalty: 5428.868652
	Iteration 31Q: 3 clusters Score -6938982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -6938982.000000 Penalty: 5428.868652
	Iteration 32F: 3 clusters Score -6938982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (167781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167781 members 
Entering Unmasked Estep 
Score: -21170546.000000 Penalty: 2983.542725
	Iteration 0F: 2 clusters Score -2.117055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84055 members 
Mstep: Class 2 contains 83726 members 
Entering Unmasked Estep 
Score: -21058212.000000 Penalty: 5967.085449
	Iteration 0F: 3 clusters Score -2.105821e+07 nChanged 80524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86495 members 
Mstep: Class 2 contains 81286 members 
Entering Unmasked Estep 
Score: -21105528.000000 Penalty: 5967.085449
	Iteration 1F: 3 clusters Score -2.110553e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88046 members 
Mstep: Class 2 contains 79735 members 
Entering Unmasked Estep 
Score: -21106992.000000 Penalty: 5967.085449
	Iteration 2Q: 3 clusters Score -2.110699e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90303 members 
Mstep: Class 2 contains 77478 members 
Entering Unmasked Estep 
Score: -21109084.000000 Penalty: 5967.085449
	Iteration 3Q: 3 clusters Score -2.110908e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93546 members 
Mstep: Class 2 contains 74235 members 
Entering Unmasked Estep 
Score: -21112346.000000 Penalty: 5967.085449
	Iteration 4Q: 3 clusters Score -2.111235e+07 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98162 members 
Mstep: Class 2 contains 69619 members 
Entering Unmasked Estep 
Score: -21117772.000000 Penalty: 5967.085449
	Iteration 5F: 3 clusters Score -2.111777e+07 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104343 members 
Mstep: Class 2 contains 63438 members 
Entering Unmasked Estep 
Score: -21125436.000000 Penalty: 5967.085449
	Iteration 6F: 3 clusters Score -2.112544e+07 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112081 members 
Mstep: Class 2 contains 55700 members 
Entering Unmasked Estep 
Score: -21134500.000000 Penalty: 5967.085449
	Iteration 7F: 3 clusters Score -2.11345e+07 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120473 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -21143576.000000 Penalty: 5967.085449
	Iteration 8F: 3 clusters Score -2.114358e+07 nChanged 9985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128078 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -21150930.000000 Penalty: 5967.085449
	Iteration 9F: 3 clusters Score -2.115093e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134093 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -21156116.000000 Penalty: 5967.085449
	Iteration 10Q: 3 clusters Score -2.115612e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138733 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -21159536.000000 Penalty: 5967.085449
	Iteration 11Q: 3 clusters Score -2.115954e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142572 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -21161926.000000 Penalty: 5967.085449
	Iteration 12Q: 3 clusters Score -2.116193e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145691 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -21163562.000000 Penalty: 5967.085449
	Iteration 13Q: 3 clusters Score -2.116356e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148250 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -21164908.000000 Penalty: 5967.085449
	Iteration 14Q: 3 clusters Score -2.116491e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150425 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -21165878.000000 Penalty: 5967.085449
	Iteration 15Q: 3 clusters Score -2.116588e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152287 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -21166684.000000 Penalty: 5967.085449
	Iteration 16Q: 3 clusters Score -2.116668e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153840 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -21167368.000000 Penalty: 5967.085449
	Iteration 17Q: 3 clusters Score -2.116737e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155109 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -21167908.000000 Penalty: 5967.085449
	Iteration 18Q: 3 clusters Score -2.116791e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156239 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -21168238.000000 Penalty: 5967.085449
	Iteration 19Q: 3 clusters Score -2.116824e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157221 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -21168560.000000 Penalty: 5967.085449
	Iteration 20F: 3 clusters Score -2.116856e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158041 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -21168870.000000 Penalty: 5967.085449
	Iteration 21Q: 3 clusters Score -2.116887e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158749 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -21169022.000000 Penalty: 5967.085449
	Iteration 22Q: 3 clusters Score -2.116902e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159347 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -21169188.000000 Penalty: 5967.085449
	Iteration 23Q: 3 clusters Score -2.116919e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159880 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -21169262.000000 Penalty: 5967.085449
	Iteration 24Q: 3 clusters Score -2.116926e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160326 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -21169376.000000 Penalty: 5967.085449
	Iteration 25Q: 3 clusters Score -2.116938e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160715 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -21169524.000000 Penalty: 5967.085449
	Iteration 26Q: 3 clusters Score -2.116952e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161069 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -21169622.000000 Penalty: 5967.085449
	Iteration 27Q: 3 clusters Score -2.116962e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161408 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -21169712.000000 Penalty: 5967.085449
	Iteration 28Q: 3 clusters Score -2.116971e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161675 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -21169758.000000 Penalty: 5967.085449
	Iteration 29Q: 3 clusters Score -2.116976e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161907 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -21169792.000000 Penalty: 5967.085449
	Iteration 30Q: 3 clusters Score -2.116979e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162095 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -21169822.000000 Penalty: 5967.085449
	Iteration 31Q: 3 clusters Score -2.116982e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162254 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -21169848.000000 Penalty: 5967.085449
	Iteration 32Q: 3 clusters Score -2.116985e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162384 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -21169874.000000 Penalty: 5967.085449
	Iteration 33Q: 3 clusters Score -2.116987e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162510 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -21169880.000000 Penalty: 5967.085449
	Iteration 34Q: 3 clusters Score -2.116988e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162605 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -21169874.000000 Penalty: 5967.085449
	Iteration 35Q: 3 clusters Score -2.116987e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162677 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -21169900.000000 Penalty: 5967.085449
	Iteration 36Q: 3 clusters Score -2.11699e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162734 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -21169896.000000 Penalty: 5967.085449
	Iteration 37Q: 3 clusters Score -2.11699e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162779 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -21169902.000000 Penalty: 5967.085449
	Iteration 38Q: 3 clusters Score -2.11699e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162832 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -21169900.000000 Penalty: 5967.085449
	Iteration 39Q: 3 clusters Score -2.11699e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162883 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -21169896.000000 Penalty: 5967.085449
	Iteration 40F: 3 clusters Score -2.11699e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162916 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -21169914.000000 Penalty: 5967.085449
	Iteration 41Q: 3 clusters Score -2.116991e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162947 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -21169906.000000 Penalty: 5967.085449
	Iteration 42Q: 3 clusters Score -2.116991e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162975 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -21169896.000000 Penalty: 5967.085449
	Iteration 43Q: 3 clusters Score -2.11699e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162998 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -21169888.000000 Penalty: 5967.085449
	Iteration 44Q: 3 clusters Score -2.116989e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163029 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -21169892.000000 Penalty: 5967.085449
	Iteration 45Q: 3 clusters Score -2.116989e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163053 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -21169926.000000 Penalty: 5967.085449
	Iteration 46Q: 3 clusters Score -2.116993e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163080 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -21169932.000000 Penalty: 5967.085449
	Iteration 47Q: 3 clusters Score -2.116993e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163096 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -21169942.000000 Penalty: 5967.085449
	Iteration 48Q: 3 clusters Score -2.116994e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163114 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -21169950.000000 Penalty: 5967.085449
	Iteration 49Q: 3 clusters Score -2.116995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163133 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -21169948.000000 Penalty: 5967.085449
	Iteration 50Q: 3 clusters Score -2.116995e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163147 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -21169932.000000 Penalty: 5967.085449
	Iteration 51Q: 3 clusters Score -2.116993e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163163 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -21169934.000000 Penalty: 5967.085449
	Iteration 52Q: 3 clusters Score -2.116993e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163177 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -21169968.000000 Penalty: 5967.085449
	Iteration 53Q: 3 clusters Score -2.116997e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163193 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -21169946.000000 Penalty: 5967.085449
	Iteration 54Q: 3 clusters Score -2.116995e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163211 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -21169924.000000 Penalty: 5967.085449
	Iteration 55Q: 3 clusters Score -2.116992e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163231 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -21169906.000000 Penalty: 5967.085449
	Iteration 56Q: 3 clusters Score -2.116991e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163249 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -21169910.000000 Penalty: 5967.085449
	Iteration 57Q: 3 clusters Score -2.116991e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163267 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -21169912.000000 Penalty: 5967.085449
	Iteration 58Q: 3 clusters Score -2.116991e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163284 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -21169926.000000 Penalty: 5967.085449
	Iteration 59Q: 3 clusters Score -2.116993e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163300 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -21169912.000000 Penalty: 5967.085449
	Iteration 60F: 3 clusters Score -2.116991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163311 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -21169896.000000 Penalty: 5967.085449
	Iteration 61Q: 3 clusters Score -2.11699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163317 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -21169894.000000 Penalty: 5967.085449
	Iteration 62Q: 3 clusters Score -2.116989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163321 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -21169892.000000 Penalty: 5967.085449
	Iteration 63Q: 3 clusters Score -2.116989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163329 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -21169892.000000 Penalty: 5967.085449
	Iteration 64Q: 3 clusters Score -2.116989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163334 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -21169880.000000 Penalty: 5967.085449
	Iteration 65Q: 3 clusters Score -2.116988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163339 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -21169886.000000 Penalty: 5967.085449
	Iteration 66Q: 3 clusters Score -2.116989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163346 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -21169890.000000 Penalty: 5967.085449
	Iteration 67Q: 3 clusters Score -2.116989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163348 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -21169900.000000 Penalty: 5967.085449
	Iteration 68Q: 3 clusters Score -2.11699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163349 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -21169910.000000 Penalty: 5967.085449
	Iteration 69Q: 3 clusters Score -2.116991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163349 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -21169910.000000 Penalty: 5967.085449
	Iteration 70F: 3 clusters Score -2.116991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Entering Unmasked Estep 
Score: -285173.500000 Penalty: 1927.119995
	Iteration 0F: 2 clusters Score -285173.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -282241.843750 Penalty: 3854.239990
	Iteration 0F: 3 clusters Score -282241.8 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -282824.906250 Penalty: 3854.239990
	Iteration 1F: 3 clusters Score -282824.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -283032.750000 Penalty: 3854.239990
	Iteration 2F: 3 clusters Score -283032.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -283153.625000 Penalty: 3854.239990
	Iteration 3F: 3 clusters Score -283153.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -283223.218750 Penalty: 3854.239990
	Iteration 4Q: 3 clusters Score -283223.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -283284.343750 Penalty: 3854.239990
	Iteration 5Q: 3 clusters Score -283284.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -283349.281250 Penalty: 3854.239990
	Iteration 6Q: 3 clusters Score -283349.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -283390.375000 Penalty: 3854.239990
	Iteration 7Q: 3 clusters Score -283390.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -283418.906250 Penalty: 3854.239990
	Iteration 8Q: 3 clusters Score -283418.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -283442.906250 Penalty: 3854.239990
	Iteration 9Q: 3 clusters Score -283442.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -283463.125000 Penalty: 3854.239990
	Iteration 10Q: 3 clusters Score -283463.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -283478.500000 Penalty: 3854.239990
	Iteration 11Q: 3 clusters Score -283478.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -283494.406250 Penalty: 3854.239990
	Iteration 12Q: 3 clusters Score -283494.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -283511.125000 Penalty: 3854.239990
	Iteration 13Q: 3 clusters Score -283511.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -283530.468750 Penalty: 3854.239990
	Iteration 14Q: 3 clusters Score -283530.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -283549.750000 Penalty: 3854.239990
	Iteration 15Q: 3 clusters Score -283549.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -283572.562500 Penalty: 3854.239990
	Iteration 16Q: 3 clusters Score -283572.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -283609.312500 Penalty: 3854.239990
	Iteration 17Q: 3 clusters Score -283609.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -283648.437500 Penalty: 3854.239990
	Iteration 18Q: 3 clusters Score -283648.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -283691.343750 Penalty: 3854.239990
	Iteration 19Q: 3 clusters Score -283691.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -283738.750000 Penalty: 3854.239990
	Iteration 20F: 3 clusters Score -283738.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -283773.656250 Penalty: 3854.239990
	Iteration 21Q: 3 clusters Score -283773.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -283793.031250 Penalty: 3854.239990
	Iteration 22Q: 3 clusters Score -283793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -283819.343750 Penalty: 3854.239990
	Iteration 23Q: 3 clusters Score -283819.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -283839.937500 Penalty: 3854.239990
	Iteration 24Q: 3 clusters Score -283839.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -283857.031250 Penalty: 3854.239990
	Iteration 25Q: 3 clusters Score -283857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283870.500000 Penalty: 3854.239990
	Iteration 26Q: 3 clusters Score -283870.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283892.687500 Penalty: 3854.239990
	Iteration 27Q: 3 clusters Score -283892.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -283914.781250 Penalty: 3854.239990
	Iteration 28Q: 3 clusters Score -283914.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -283929.875000 Penalty: 3854.239990
	Iteration 29Q: 3 clusters Score -283929.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -283938.000000 Penalty: 3854.239990
	Iteration 30Q: 3 clusters Score -283938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -283947.781250 Penalty: 3854.239990
	Iteration 31Q: 3 clusters Score -283947.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -283961.781250 Penalty: 3854.239990
	Iteration 32Q: 3 clusters Score -283961.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -283975.625000 Penalty: 3854.239990
	Iteration 33Q: 3 clusters Score -283975.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -283986.687500 Penalty: 3854.239990
	Iteration 34Q: 3 clusters Score -283986.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -283999.250000 Penalty: 3854.239990
	Iteration 35Q: 3 clusters Score -283999.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -284012.812500 Penalty: 3854.239990
	Iteration 36Q: 3 clusters Score -284012.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -284029.968750 Penalty: 3854.239990
	Iteration 37Q: 3 clusters Score -284030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -284053.281250 Penalty: 3854.239990
	Iteration 38Q: 3 clusters Score -284053.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -284074.625000 Penalty: 3854.239990
	Iteration 39Q: 3 clusters Score -284074.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -284090.593750 Penalty: 3854.239990
	Iteration 40F: 3 clusters Score -284090.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -284105.218750 Penalty: 3854.239990
	Iteration 41Q: 3 clusters Score -284105.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -284119.156250 Penalty: 3854.239990
	Iteration 42Q: 3 clusters Score -284119.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -284133.156250 Penalty: 3854.239990
	Iteration 43Q: 3 clusters Score -284133.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -284151.343750 Penalty: 3854.239990
	Iteration 44Q: 3 clusters Score -284151.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -284162.718750 Penalty: 3854.239990
	Iteration 45Q: 3 clusters Score -284162.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -284175.531250 Penalty: 3854.239990
	Iteration 46Q: 3 clusters Score -284175.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -284192.687500 Penalty: 3854.239990
	Iteration 47Q: 3 clusters Score -284192.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -284210.750000 Penalty: 3854.239990
	Iteration 48Q: 3 clusters Score -284210.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -284232.812500 Penalty: 3854.239990
	Iteration 49Q: 3 clusters Score -284232.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -284257.843750 Penalty: 3854.239990
	Iteration 50Q: 3 clusters Score -284257.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -284280.718750 Penalty: 3854.239990
	Iteration 51Q: 3 clusters Score -284280.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -284305.906250 Penalty: 3854.239990
	Iteration 52Q: 3 clusters Score -284305.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -284328.875000 Penalty: 3854.239990
	Iteration 53Q: 3 clusters Score -284328.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -284345.437500 Penalty: 3854.239990
	Iteration 54Q: 3 clusters Score -284345.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -284356.062500 Penalty: 3854.239990
	Iteration 55Q: 3 clusters Score -284356.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -284369.125000 Penalty: 3854.239990
	Iteration 56Q: 3 clusters Score -284369.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -284381.968750 Penalty: 3854.239990
	Iteration 57Q: 3 clusters Score -284382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -284391.750000 Penalty: 3854.239990
	Iteration 58Q: 3 clusters Score -284391.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -284397.156250 Penalty: 3854.239990
	Iteration 59Q: 3 clusters Score -284397.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -284403.718750 Penalty: 3854.239990
	Iteration 60F: 3 clusters Score -284403.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -284407.343750 Penalty: 3854.239990
	Iteration 61Q: 3 clusters Score -284407.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -284409.718750 Penalty: 3854.239990
	Iteration 62Q: 3 clusters Score -284409.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -284409.687500 Penalty: 3854.239990
	Iteration 63Q: 3 clusters Score -284409.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -284410.937500 Penalty: 3854.239990
	Iteration 64Q: 3 clusters Score -284410.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -284411.750000 Penalty: 3854.239990
	Iteration 65Q: 3 clusters Score -284411.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -284412.843750 Penalty: 3854.239990
	Iteration 66Q: 3 clusters Score -284412.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -284412.843750 Penalty: 3854.239990
	Iteration 67F: 3 clusters Score -284412.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Entering Unmasked Estep 
Score: -4406159.500000 Penalty: 2591.783936
	Iteration 0F: 2 clusters Score -4406160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -4382667.000000 Penalty: 5183.567871
	Iteration 0F: 3 clusters Score -4382667 nChanged 15663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -4391017.000000 Penalty: 5183.567871
	Iteration 1F: 3 clusters Score -4391017 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -4391405.000000 Penalty: 5183.567871
	Iteration 2Q: 3 clusters Score -4391405 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -4391768.000000 Penalty: 5183.567871
	Iteration 3Q: 3 clusters Score -4391768 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -4392119.000000 Penalty: 5183.567871
	Iteration 4Q: 3 clusters Score -4392119 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -4392419.500000 Penalty: 5183.567871
	Iteration 5Q: 3 clusters Score -4392420 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -4392700.000000 Penalty: 5183.567871
	Iteration 6Q: 3 clusters Score -4392700 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -4393007.000000 Penalty: 5183.567871
	Iteration 7Q: 3 clusters Score -4393007 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -4393306.000000 Penalty: 5183.567871
	Iteration 8Q: 3 clusters Score -4393306 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -4393638.500000 Penalty: 5183.567871
	Iteration 9Q: 3 clusters Score -4393638 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -4394072.500000 Penalty: 5183.567871
	Iteration 10Q: 3 clusters Score -4394072 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -4394647.500000 Penalty: 5183.567871
	Iteration 11Q: 3 clusters Score -4394648 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -4395384.000000 Penalty: 5183.567871
	Iteration 12Q: 3 clusters Score -4395384 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -4396398.000000 Penalty: 5183.567871
	Iteration 13Q: 3 clusters Score -4396398 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -4397688.000000 Penalty: 5183.567871
	Iteration 14F: 3 clusters Score -4397688 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -4399085.000000 Penalty: 5183.567871
	Iteration 15F: 3 clusters Score -4399085 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -4400265.500000 Penalty: 5183.567871
	Iteration 16F: 3 clusters Score -4400266 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -4400904.000000 Penalty: 5183.567871
	Iteration 17Q: 3 clusters Score -4400904 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -4401236.000000 Penalty: 5183.567871
	Iteration 18Q: 3 clusters Score -4401236 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -4401451.500000 Penalty: 5183.567871
	Iteration 19Q: 3 clusters Score -4401452 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -4401599.000000 Penalty: 5183.567871
	Iteration 20F: 3 clusters Score -4401599 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -4401705.500000 Penalty: 5183.567871
	Iteration 21Q: 3 clusters Score -4401706 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -4401828.000000 Penalty: 5183.567871
	Iteration 22Q: 3 clusters Score -4401828 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -4401923.500000 Penalty: 5183.567871
	Iteration 23Q: 3 clusters Score -4401924 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -4402003.000000 Penalty: 5183.567871
	Iteration 24Q: 3 clusters Score -4402003 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -4402100.000000 Penalty: 5183.567871
	Iteration 25Q: 3 clusters Score -4402100 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -4402165.000000 Penalty: 5183.567871
	Iteration 26Q: 3 clusters Score -4402165 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -4402207.000000 Penalty: 5183.567871
	Iteration 27Q: 3 clusters Score -4402207 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -4402280.500000 Penalty: 5183.567871
	Iteration 28Q: 3 clusters Score -4402280 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -4402321.000000 Penalty: 5183.567871
	Iteration 29Q: 3 clusters Score -4402321 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -4402399.500000 Penalty: 5183.567871
	Iteration 30Q: 3 clusters Score -4402400 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -4402470.000000 Penalty: 5183.567871
	Iteration 31Q: 3 clusters Score -4402470 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -4402510.000000 Penalty: 5183.567871
	Iteration 32Q: 3 clusters Score -4402510 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -4402569.500000 Penalty: 5183.567871
	Iteration 33Q: 3 clusters Score -4402570 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -4402630.000000 Penalty: 5183.567871
	Iteration 34Q: 3 clusters Score -4402630 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -4402690.000000 Penalty: 5183.567871
	Iteration 35Q: 3 clusters Score -4402690 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -4402764.000000 Penalty: 5183.567871
	Iteration 36Q: 3 clusters Score -4402764 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -4402809.000000 Penalty: 5183.567871
	Iteration 37Q: 3 clusters Score -4402809 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -4402870.000000 Penalty: 5183.567871
	Iteration 38Q: 3 clusters Score -4402870 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -4402928.500000 Penalty: 5183.567871
	Iteration 39Q: 3 clusters Score -4402928 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -4402992.000000 Penalty: 5183.567871
	Iteration 40F: 3 clusters Score -4402992 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -4403047.500000 Penalty: 5183.567871
	Iteration 41Q: 3 clusters Score -4403048 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -4403101.500000 Penalty: 5183.567871
	Iteration 42Q: 3 clusters Score -4403102 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -4403152.000000 Penalty: 5183.567871
	Iteration 43Q: 3 clusters Score -4403152 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -4403212.500000 Penalty: 5183.567871
	Iteration 44Q: 3 clusters Score -4403212 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -4403288.000000 Penalty: 5183.567871
	Iteration 45Q: 3 clusters Score -4403288 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -4403333.000000 Penalty: 5183.567871
	Iteration 46Q: 3 clusters Score -4403333 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -4403363.500000 Penalty: 5183.567871
	Iteration 47Q: 3 clusters Score -4403364 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -4403402.000000 Penalty: 5183.567871
	Iteration 48Q: 3 clusters Score -4403402 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -4403472.000000 Penalty: 5183.567871
	Iteration 49Q: 3 clusters Score -4403472 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -4403527.500000 Penalty: 5183.567871
	Iteration 50Q: 3 clusters Score -4403528 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -4403563.000000 Penalty: 5183.567871
	Iteration 51Q: 3 clusters Score -4403563 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -4403605.500000 Penalty: 5183.567871
	Iteration 52Q: 3 clusters Score -4403606 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -4403643.000000 Penalty: 5183.567871
	Iteration 53Q: 3 clusters Score -4403643 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -4403671.500000 Penalty: 5183.567871
	Iteration 54Q: 3 clusters Score -4403672 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -4403712.000000 Penalty: 5183.567871
	Iteration 55Q: 3 clusters Score -4403712 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4403742.500000 Penalty: 5183.567871
	Iteration 56Q: 3 clusters Score -4403742 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4403806.500000 Penalty: 5183.567871
	Iteration 57Q: 3 clusters Score -4403806 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4403838.500000 Penalty: 5183.567871
	Iteration 58Q: 3 clusters Score -4403838 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -4403883.500000 Penalty: 5183.567871
	Iteration 59Q: 3 clusters Score -4403884 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4403906.500000 Penalty: 5183.567871
	Iteration 60F: 3 clusters Score -4403906 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4403930.000000 Penalty: 5183.567871
	Iteration 61Q: 3 clusters Score -4403930 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4403952.000000 Penalty: 5183.567871
	Iteration 62Q: 3 clusters Score -4403952 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4403980.500000 Penalty: 5183.567871
	Iteration 63Q: 3 clusters Score -4403980 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4404009.500000 Penalty: 5183.567871
	Iteration 64Q: 3 clusters Score -4404010 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4404019.500000 Penalty: 5183.567871
	Iteration 65Q: 3 clusters Score -4404020 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4404047.000000 Penalty: 5183.567871
	Iteration 66Q: 3 clusters Score -4404047 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -4404060.000000 Penalty: 5183.567871
	Iteration 67Q: 3 clusters Score -4404060 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4404089.500000 Penalty: 5183.567871
	Iteration 68Q: 3 clusters Score -4404090 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4404119.000000 Penalty: 5183.567871
	Iteration 69Q: 3 clusters Score -4404119 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4404132.500000 Penalty: 5183.567871
	Iteration 70Q: 3 clusters Score -4404132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4404151.000000 Penalty: 5183.567871
	Iteration 71Q: 3 clusters Score -4404151 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4404162.500000 Penalty: 5183.567871
	Iteration 72Q: 3 clusters Score -4404162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4404173.000000 Penalty: 5183.567871
	Iteration 73Q: 3 clusters Score -4404173 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4404194.500000 Penalty: 5183.567871
	Iteration 74Q: 3 clusters Score -4404194 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4404210.500000 Penalty: 5183.567871
	Iteration 75Q: 3 clusters Score -4404210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4404213.500000 Penalty: 5183.567871
	Iteration 76Q: 3 clusters Score -4404214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4404219.500000 Penalty: 5183.567871
	Iteration 77Q: 3 clusters Score -4404220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4404234.500000 Penalty: 5183.567871
	Iteration 78Q: 3 clusters Score -4404234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4404236.000000 Penalty: 5183.567871
	Iteration 79Q: 3 clusters Score -4404236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4404236.500000 Penalty: 5183.567871
	Iteration 80F: 3 clusters Score -4404236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4404245.000000 Penalty: 5183.567871
	Iteration 81Q: 3 clusters Score -4404245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4404248.500000 Penalty: 5183.567871
	Iteration 82Q: 3 clusters Score -4404248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4404250.500000 Penalty: 5183.567871
	Iteration 83Q: 3 clusters Score -4404250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4404266.000000 Penalty: 5183.567871
	Iteration 84Q: 3 clusters Score -4404266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4404267.000000 Penalty: 5183.567871
	Iteration 85Q: 3 clusters Score -4404267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4404268.500000 Penalty: 5183.567871
	Iteration 86Q: 3 clusters Score -4404268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4404270.500000 Penalty: 5183.567871
	Iteration 87Q: 3 clusters Score -4404270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4404273.500000 Penalty: 5183.567871
	Iteration 88Q: 3 clusters Score -4404274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4404270.000000 Penalty: 5183.567871
	Iteration 89Q: 3 clusters Score -4404270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4404276.500000 Penalty: 5183.567871
	Iteration 90Q: 3 clusters Score -4404276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4404280.000000 Penalty: 5183.567871
	Iteration 91Q: 3 clusters Score -4404280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4404284.500000 Penalty: 5183.567871
	Iteration 92Q: 3 clusters Score -4404284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4404285.000000 Penalty: 5183.567871
	Iteration 93Q: 3 clusters Score -4404285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4404287.000000 Penalty: 5183.567871
	Iteration 94Q: 3 clusters Score -4404287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4404281.000000 Penalty: 5183.567871
	Iteration 95Q: 3 clusters Score -4404281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4404281.000000 Penalty: 5183.567871
	Iteration 96F: 3 clusters Score -4404281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -60972.058594 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -60972.06 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 324 members 
Entering Unmasked Estep 
Score: -59455.339844 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -59455.34 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59847.503906 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -59847.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60119.816406 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -60119.82 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60401.792969 Penalty: 3200.998047
	Iteration 3F: 3 clusters Score -60401.79 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60981.718750 Penalty: 3200.998047
	Iteration 4F: 3 clusters Score -60981.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61369.789062 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -61369.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61753.808594 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -61753.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62357.820312 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -62357.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62586.828125 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -62586.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62586.828125 Penalty: 3200.998047
	Iteration 9F: 3 clusters Score -62586.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 23008 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 4323 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 138597 members 
Mstep: Class 9 contains 311729 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 46247 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56687 members 
Mstep: Class 14 contains 167781 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34570 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 121468 members 
Mstep: Class 19 contains 251 members 
Mstep: Class 21 contains 40155 members 
Entering Unmasked Estep 
Score: -119285888.000000 Penalty: 68348.125000
Splitting cluster 17 changes total score from -119286304.000000 to -119285888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (121468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121468 members 
Entering Unmasked Estep 
Score: -15342127.000000 Penalty: 2903.436768
	Iteration 0F: 2 clusters Score -1.534213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60891 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -15261034.000000 Penalty: 5806.873535
	Iteration 0F: 3 clusters Score -1.526103e+07 nChanged 57729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -15293497.000000 Penalty: 5806.873535
	Iteration 1F: 3 clusters Score -1.52935e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 58650 members 
Entering Unmasked Estep 
Score: -15294413.000000 Penalty: 5806.873535
	Iteration 2Q: 3 clusters Score -1.529441e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63913 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -15295369.000000 Penalty: 5806.873535
	Iteration 3Q: 3 clusters Score -1.529537e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -15296511.000000 Penalty: 5806.873535
	Iteration 4Q: 3 clusters Score -1.529651e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68053 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -15298193.000000 Penalty: 5806.873535
	Iteration 5Q: 3 clusters Score -1.529819e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71661 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -15300893.000000 Penalty: 5806.873535
	Iteration 6Q: 3 clusters Score -1.530089e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76567 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -15304817.000000 Penalty: 5806.873535
	Iteration 7F: 3 clusters Score -1.530482e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82865 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -15310371.000000 Penalty: 5806.873535
	Iteration 8F: 3 clusters Score -1.531037e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89644 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -15316943.000000 Penalty: 5806.873535
	Iteration 9F: 3 clusters Score -1.531694e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95680 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -15322781.000000 Penalty: 5806.873535
	Iteration 10F: 3 clusters Score -1.532278e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100464 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -15327154.000000 Penalty: 5806.873535
	Iteration 11Q: 3 clusters Score -1.532715e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104085 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -15330167.000000 Penalty: 5806.873535
	Iteration 12Q: 3 clusters Score -1.533017e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106834 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -15332195.000000 Penalty: 5806.873535
	Iteration 13Q: 3 clusters Score -1.53322e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109079 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -15333625.000000 Penalty: 5806.873535
	Iteration 14Q: 3 clusters Score -1.533362e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111007 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -15334843.000000 Penalty: 5806.873535
	Iteration 15Q: 3 clusters Score -1.533484e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112651 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -15335788.000000 Penalty: 5806.873535
	Iteration 16Q: 3 clusters Score -1.533579e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114028 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -15336578.000000 Penalty: 5806.873535
	Iteration 17Q: 3 clusters Score -1.533658e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115188 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -15337141.000000 Penalty: 5806.873535
	Iteration 18Q: 3 clusters Score -1.533714e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116110 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -15337589.000000 Penalty: 5806.873535
	Iteration 19Q: 3 clusters Score -1.533759e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116919 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -15338047.000000 Penalty: 5806.873535
	Iteration 20F: 3 clusters Score -1.533805e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117520 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -15338261.000000 Penalty: 5806.873535
	Iteration 21Q: 3 clusters Score -1.533826e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118000 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -15338482.000000 Penalty: 5806.873535
	Iteration 22Q: 3 clusters Score -1.533848e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118391 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -15338667.000000 Penalty: 5806.873535
	Iteration 23Q: 3 clusters Score -1.533867e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118735 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -15338785.000000 Penalty: 5806.873535
	Iteration 24Q: 3 clusters Score -1.533878e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119003 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -15338904.000000 Penalty: 5806.873535
	Iteration 25Q: 3 clusters Score -1.53389e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119219 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -15339006.000000 Penalty: 5806.873535
	Iteration 26Q: 3 clusters Score -1.533901e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119402 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -15339120.000000 Penalty: 5806.873535
	Iteration 27Q: 3 clusters Score -1.533912e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119552 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -15339159.000000 Penalty: 5806.873535
	Iteration 28Q: 3 clusters Score -1.533916e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119675 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -15339247.000000 Penalty: 5806.873535
	Iteration 29Q: 3 clusters Score -1.533925e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119796 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -15339331.000000 Penalty: 5806.873535
	Iteration 30Q: 3 clusters Score -1.533933e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119887 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -15339422.000000 Penalty: 5806.873535
	Iteration 31Q: 3 clusters Score -1.533942e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119954 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -15339434.000000 Penalty: 5806.873535
	Iteration 32Q: 3 clusters Score -1.533943e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120014 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -15339453.000000 Penalty: 5806.873535
	Iteration 33Q: 3 clusters Score -1.533945e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120060 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -15339459.000000 Penalty: 5806.873535
	Iteration 34Q: 3 clusters Score -1.533946e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120096 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -15339479.000000 Penalty: 5806.873535
	Iteration 35Q: 3 clusters Score -1.533948e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120129 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -15339474.000000 Penalty: 5806.873535
	Iteration 36Q: 3 clusters Score -1.533947e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120147 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -15339494.000000 Penalty: 5806.873535
	Iteration 37Q: 3 clusters Score -1.533949e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120168 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -15339540.000000 Penalty: 5806.873535
	Iteration 38Q: 3 clusters Score -1.533954e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120185 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -15339543.000000 Penalty: 5806.873535
	Iteration 39Q: 3 clusters Score -1.533954e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120209 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -15339539.000000 Penalty: 5806.873535
	Iteration 40F: 3 clusters Score -1.533954e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120231 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -15339552.000000 Penalty: 5806.873535
	Iteration 41Q: 3 clusters Score -1.533955e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120252 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -15339576.000000 Penalty: 5806.873535
	Iteration 42Q: 3 clusters Score -1.533958e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120271 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -15339573.000000 Penalty: 5806.873535
	Iteration 43Q: 3 clusters Score -1.533957e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120291 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -15339596.000000 Penalty: 5806.873535
	Iteration 44Q: 3 clusters Score -1.53396e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120308 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -15339606.000000 Penalty: 5806.873535
	Iteration 45Q: 3 clusters Score -1.533961e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120323 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -15339616.000000 Penalty: 5806.873535
	Iteration 46Q: 3 clusters Score -1.533962e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120338 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -15339598.000000 Penalty: 5806.873535
	Iteration 47Q: 3 clusters Score -1.53396e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120361 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -15339624.000000 Penalty: 5806.873535
	Iteration 48Q: 3 clusters Score -1.533962e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120377 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -15339614.000000 Penalty: 5806.873535
	Iteration 49Q: 3 clusters Score -1.533961e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120392 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -15339618.000000 Penalty: 5806.873535
	Iteration 50Q: 3 clusters Score -1.533962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120401 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -15339627.000000 Penalty: 5806.873535
	Iteration 51Q: 3 clusters Score -1.533963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120410 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -15339626.000000 Penalty: 5806.873535
	Iteration 52Q: 3 clusters Score -1.533963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120418 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -15339617.000000 Penalty: 5806.873535
	Iteration 53Q: 3 clusters Score -1.533962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120423 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -15339620.000000 Penalty: 5806.873535
	Iteration 54Q: 3 clusters Score -1.533962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120428 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -15339633.000000 Penalty: 5806.873535
	Iteration 55Q: 3 clusters Score -1.533963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120432 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -15339655.000000 Penalty: 5806.873535
	Iteration 56Q: 3 clusters Score -1.533966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120436 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -15339656.000000 Penalty: 5806.873535
	Iteration 57Q: 3 clusters Score -1.533966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120442 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -15339657.000000 Penalty: 5806.873535
	Iteration 58Q: 3 clusters Score -1.533966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120447 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -15339655.000000 Penalty: 5806.873535
	Iteration 59Q: 3 clusters Score -1.533966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120449 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -15339657.000000 Penalty: 5806.873535
	Iteration 60F: 3 clusters Score -1.533966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120449 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -15339658.000000 Penalty: 5806.873535
	Iteration 61Q: 3 clusters Score -1.533966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120448 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -15339645.000000 Penalty: 5806.873535
	Iteration 62Q: 3 clusters Score -1.533964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120447 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -15339655.000000 Penalty: 5806.873535
	Iteration 63Q: 3 clusters Score -1.533966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120449 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -15339658.000000 Penalty: 5806.873535
	Iteration 64Q: 3 clusters Score -1.533966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120452 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -15339665.000000 Penalty: 5806.873535
	Iteration 65Q: 3 clusters Score -1.533966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120453 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -15339665.000000 Penalty: 5806.873535
	Iteration 66Q: 3 clusters Score -1.533966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120459 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -15339671.000000 Penalty: 5806.873535
	Iteration 67Q: 3 clusters Score -1.533967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120466 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -15339676.000000 Penalty: 5806.873535
	Iteration 68Q: 3 clusters Score -1.533968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120472 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -15339674.000000 Penalty: 5806.873535
	Iteration 69Q: 3 clusters Score -1.533967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120476 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -15339676.000000 Penalty: 5806.873535
	Iteration 70Q: 3 clusters Score -1.533968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120479 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -15339678.000000 Penalty: 5806.873535
	Iteration 71Q: 3 clusters Score -1.533968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120481 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -15339676.000000 Penalty: 5806.873535
	Iteration 72Q: 3 clusters Score -1.533968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120483 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -15339687.000000 Penalty: 5806.873535
	Iteration 73Q: 3 clusters Score -1.533969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120486 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -15339683.000000 Penalty: 5806.873535
	Iteration 74Q: 3 clusters Score -1.533968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120488 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -15339680.000000 Penalty: 5806.873535
	Iteration 75Q: 3 clusters Score -1.533968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120490 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -15339687.000000 Penalty: 5806.873535
	Iteration 76Q: 3 clusters Score -1.533969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120490 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -15339687.000000 Penalty: 5806.873535
	Iteration 77F: 3 clusters Score -1.533969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Entering Unmasked Estep 
Score: -5114657.500000 Penalty: 2628.924561
	Iteration 0F: 2 clusters Score -5114658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -5087362.500000 Penalty: 5257.849121
	Iteration 0F: 3 clusters Score -5087362 nChanged 18371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -5097497.000000 Penalty: 5257.849121
	Iteration 1F: 3 clusters Score -5097497 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -5098092.000000 Penalty: 5257.849121
	Iteration 2Q: 3 clusters Score -5098092 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -5098715.000000 Penalty: 5257.849121
	Iteration 3Q: 3 clusters Score -5098715 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -5099509.500000 Penalty: 5257.849121
	Iteration 4Q: 3 clusters Score -5099510 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -5100650.000000 Penalty: 5257.849121
	Iteration 5F: 3 clusters Score -5100650 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -5102318.500000 Penalty: 5257.849121
	Iteration 6F: 3 clusters Score -5102318 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -5104547.000000 Penalty: 5257.849121
	Iteration 7F: 3 clusters Score -5104547 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -5107264.000000 Penalty: 5257.849121
	Iteration 8F: 3 clusters Score -5107264 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -5109473.500000 Penalty: 5257.849121
	Iteration 9F: 3 clusters Score -5109474 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -5110939.000000 Penalty: 5257.849121
	Iteration 10Q: 3 clusters Score -5110939 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -5111750.500000 Penalty: 5257.849121
	Iteration 11Q: 3 clusters Score -5111750 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -5112193.000000 Penalty: 5257.849121
	Iteration 12Q: 3 clusters Score -5112193 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -5112428.000000 Penalty: 5257.849121
	Iteration 13Q: 3 clusters Score -5112428 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -5112579.000000 Penalty: 5257.849121
	Iteration 14Q: 3 clusters Score -5112579 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -5112670.500000 Penalty: 5257.849121
	Iteration 15Q: 3 clusters Score -5112670 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -5112731.500000 Penalty: 5257.849121
	Iteration 16Q: 3 clusters Score -5112732 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -5112807.500000 Penalty: 5257.849121
	Iteration 17Q: 3 clusters Score -5112808 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -5112840.000000 Penalty: 5257.849121
	Iteration 18Q: 3 clusters Score -5112840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -5112857.000000 Penalty: 5257.849121
	Iteration 19Q: 3 clusters Score -5112857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -5112874.000000 Penalty: 5257.849121
	Iteration 20F: 3 clusters Score -5112874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -5112881.000000 Penalty: 5257.849121
	Iteration 21Q: 3 clusters Score -5112881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -5112890.000000 Penalty: 5257.849121
	Iteration 22Q: 3 clusters Score -5112890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -5112892.000000 Penalty: 5257.849121
	Iteration 23Q: 3 clusters Score -5112892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -5112892.000000 Penalty: 5257.849121
	Iteration 24Q: 3 clusters Score -5112892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -5112893.000000 Penalty: 5257.849121
	Iteration 25Q: 3 clusters Score -5112893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -5112901.500000 Penalty: 5257.849121
	Iteration 26Q: 3 clusters Score -5112902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -5112902.500000 Penalty: 5257.849121
	Iteration 27Q: 3 clusters Score -5112902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -5112897.000000 Penalty: 5257.849121
	Iteration 28Q: 3 clusters Score -5112897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -5112897.500000 Penalty: 5257.849121
	Iteration 29Q: 3 clusters Score -5112898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -5112894.000000 Penalty: 5257.849121
	Iteration 30Q: 3 clusters Score -5112894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -5112896.500000 Penalty: 5257.849121
	Iteration 31Q: 3 clusters Score -5112896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -5112895.000000 Penalty: 5257.849121
	Iteration 32Q: 3 clusters Score -5112895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -5112895.000000 Penalty: 5257.849121
	Iteration 33F: 3 clusters Score -5112895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 23008 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 4323 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 138597 members 
Mstep: Class 9 contains 311729 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 46247 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56687 members 
Mstep: Class 14 contains 167781 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34570 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 121468 members 
Mstep: Class 21 contains 40155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119286176.000000 Penalty: 64930.714844
Iteration 79Q: 20 clusters Score -1.192862e+08 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 23437 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 749 members 
Mstep: Class 6 contains 4323 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 138025 members 
Mstep: Class 9 contains 311771 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 46260 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56697 members 
Mstep: Class 14 contains 167892 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34606 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 121395 members 
Mstep: Class 21 contains 40162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119287528.000000 Penalty: 64930.714844
Iteration 80F: 20 clusters Score -1.192875e+08 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 23985 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4323 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 137462 members 
Mstep: Class 9 contains 311736 members 
Mstep: Class 10 contains 855 members 
Mstep: Class 11 contains 46280 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56718 members 
Mstep: Class 14 contains 167951 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34641 members 
Mstep: Class 17 contains 655 members 
Mstep: Class 18 contains 121300 members 
Mstep: Class 21 contains 40167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288136.000000 Penalty: 64930.714844
Iteration 81Q: 20 clusters Score -1.192881e+08 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 24546 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4324 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 136906 members 
Mstep: Class 9 contains 311696 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46291 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56732 members 
Mstep: Class 14 contains 168001 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34671 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 121219 members 
Mstep: Class 21 contains 40179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288128.000000 Penalty: 64930.714844
Iteration 82Q: 20 clusters Score -1.192881e+08 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 25129 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4324 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 136322 members 
Mstep: Class 9 contains 311607 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46292 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56757 members 
Mstep: Class 14 contains 168083 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34693 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 121145 members 
Mstep: Class 21 contains 40215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288000.000000 Penalty: 64930.714844
Iteration 83Q: 20 clusters Score -1.19288e+08 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 25728 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4324 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 135733 members 
Mstep: Class 9 contains 311530 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46311 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56777 members 
Mstep: Class 14 contains 168114 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34724 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 121099 members 
Mstep: Class 21 contains 40235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119287792.000000 Penalty: 64930.714844
Iteration 84Q: 20 clusters Score -1.192878e+08 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 26370 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4324 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 135175 members 
Mstep: Class 9 contains 311433 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46327 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56790 members 
Mstep: Class 14 contains 168123 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34744 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 121041 members 
Mstep: Class 21 contains 40256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288336.000000 Penalty: 64930.714844
Iteration 85Q: 20 clusters Score -1.192883e+08 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 27030 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4324 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 134620 members 
Mstep: Class 9 contains 311313 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46341 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56804 members 
Mstep: Class 14 contains 168148 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34749 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 120979 members 
Mstep: Class 21 contains 40279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288552.000000 Penalty: 64930.714844
Iteration 86Q: 20 clusters Score -1.192886e+08 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 27717 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4326 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 134034 members 
Mstep: Class 9 contains 311210 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46365 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56812 members 
Mstep: Class 14 contains 168155 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34763 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 120911 members 
Mstep: Class 21 contains 40303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288640.000000 Penalty: 64930.714844
Iteration 87Q: 20 clusters Score -1.192886e+08 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 28428 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4328 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 133467 members 
Mstep: Class 9 contains 311079 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46390 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56823 members 
Mstep: Class 14 contains 168145 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34776 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 120851 members 
Mstep: Class 21 contains 40317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288840.000000 Penalty: 64930.714844
Iteration 88Q: 20 clusters Score -1.192888e+08 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4331 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 132864 members 
Mstep: Class 9 contains 310901 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46407 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56832 members 
Mstep: Class 14 contains 168109 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34805 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 120850 members 
Mstep: Class 21 contains 40334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289504.000000 Penalty: 64930.714844
Iteration 89Q: 20 clusters Score -1.192895e+08 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 29943 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4334 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 132271 members 
Mstep: Class 9 contains 310814 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46436 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56844 members 
Mstep: Class 14 contains 167986 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34816 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 120805 members 
Mstep: Class 21 contains 40358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290008.000000 Penalty: 64930.714844
Iteration 90Q: 20 clusters Score -1.1929e+08 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 30734 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4339 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 131708 members 
Mstep: Class 9 contains 310695 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46456 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56851 members 
Mstep: Class 14 contains 167890 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34814 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 120756 members 
Mstep: Class 21 contains 40368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289848.000000 Penalty: 64930.714844
Iteration 91Q: 20 clusters Score -1.192898e+08 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 31550 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4345 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 131094 members 
Mstep: Class 9 contains 310552 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46467 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56869 members 
Mstep: Class 14 contains 167824 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34829 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 120713 members 
Mstep: Class 21 contains 40370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290272.000000 Penalty: 64930.714844
Iteration 92Q: 20 clusters Score -1.192903e+08 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 32399 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4346 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 130461 members 
Mstep: Class 9 contains 310435 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46463 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56880 members 
Mstep: Class 14 contains 167730 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34828 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 120683 members 
Mstep: Class 21 contains 40386 members 
Entering Unmasked Estep 
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Score: -119291072.000000 Penalty: 64930.714844
Iteration 93Q: 20 clusters Score -1.192911e+08 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 33268 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4347 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 129828 members 
Mstep: Class 9 contains 310361 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46476 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56875 members 
Mstep: Class 14 contains 167580 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34840 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 120648 members 
Mstep: Class 21 contains 40390 members 
Entering Unmasked Estep 
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Score: -119291552.000000 Penalty: 64930.714844
Iteration 94Q: 20 clusters Score -1.192916e+08 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 34120 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4348 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 129209 members 
Mstep: Class 9 contains 310212 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46500 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56876 members 
Mstep: Class 14 contains 167463 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34845 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 120643 members 
Mstep: Class 21 contains 40398 members 
Entering Unmasked Estep 
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Score: -119291888.000000 Penalty: 64930.714844
Iteration 95Q: 20 clusters Score -1.192919e+08 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 35026 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 128586 members 
Mstep: Class 9 contains 310107 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46515 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56864 members 
Mstep: Class 14 contains 167258 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34839 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 120668 members 
Mstep: Class 21 contains 40401 members 
Entering Unmasked Estep 
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Iteration 96Q: 20 clusters Score -1.192923e+08 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 35893 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 127963 members 
Mstep: Class 9 contains 309959 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46550 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56851 members 
Mstep: Class 14 contains 167118 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34834 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 120686 members 
Mstep: Class 21 contains 40417 members 
Entering Unmasked Estep 
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Iteration 97Q: 20 clusters Score -1.192926e+08 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 36790 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 127385 members 
Mstep: Class 9 contains 309839 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46551 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56838 members 
Mstep: Class 14 contains 166924 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34824 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 120691 members 
Mstep: Class 21 contains 40429 members 
Entering Unmasked Estep 
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Iteration 98Q: 20 clusters Score -1.192933e+08 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 37647 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 126806 members 
Mstep: Class 9 contains 309774 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46541 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56821 members 
Mstep: Class 14 contains 166717 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34816 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 120731 members 
Mstep: Class 21 contains 40420 members 
Entering Unmasked Estep 
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Score: -119293528.000000 Penalty: 64930.714844
Iteration 99Q: 20 clusters Score -1.192935e+08 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 38494 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 126261 members 
Mstep: Class 9 contains 309617 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46544 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56808 members 
Mstep: Class 14 contains 166545 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34812 members 
Mstep: Class 17 contains 656 members 
Mstep: Class 18 contains 120777 members 
Mstep: Class 21 contains 40413 members 
Entering Unmasked Estep 
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Score: -119294224.000000 Penalty: 64930.714844
Iteration 100F: 20 clusters Score -1.192942e+08 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 39337 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4350 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 125746 members 
Mstep: Class 9 contains 309497 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46532 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56807 members 
Mstep: Class 14 contains 166330 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34816 members 
Mstep: Class 17 contains 663 members 
Mstep: Class 18 contains 120811 members 
Mstep: Class 21 contains 40389 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -1.192943e+08 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 40160 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1751 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 125205 members 
Mstep: Class 9 contains 309408 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46525 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56787 members 
Mstep: Class 14 contains 166110 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34837 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 120854 members 
Mstep: Class 21 contains 40384 members 
Entering Unmasked Estep 
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Score: -119294328.000000 Penalty: 64930.714844
Iteration 102Q: 20 clusters Score -1.192943e+08 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 40939 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4358 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 124609 members 
Mstep: Class 9 contains 309352 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46530 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56770 members 
Mstep: Class 14 contains 165953 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34847 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 120874 members 
Mstep: Class 21 contains 40393 members 
Entering Unmasked Estep 
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Iteration 103Q: 20 clusters Score -1.192944e+08 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 41621 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4359 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 124066 members 
Mstep: Class 9 contains 309279 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46539 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56771 members 
Mstep: Class 14 contains 165801 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34848 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 120930 members 
Mstep: Class 21 contains 40409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294352.000000 Penalty: 64930.714844
Iteration 104Q: 20 clusters Score -1.192944e+08 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 42248 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4359 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 123536 members 
Mstep: Class 9 contains 309223 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46553 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56761 members 
Mstep: Class 14 contains 165622 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34876 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 121018 members 
Mstep: Class 21 contains 40421 members 
Entering Unmasked Estep 
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Score: -119294504.000000 Penalty: 64930.714844
Iteration 105Q: 20 clusters Score -1.192945e+08 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 42824 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4360 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 123030 members 
Mstep: Class 9 contains 309143 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46556 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56762 members 
Mstep: Class 14 contains 165501 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34905 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 121114 members 
Mstep: Class 21 contains 40418 members 
Entering Unmasked Estep 
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Score: -119294512.000000 Penalty: 64930.714844
Iteration 106Q: 20 clusters Score -1.192945e+08 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 43318 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4362 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 122583 members 
Mstep: Class 9 contains 309083 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46579 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56764 members 
Mstep: Class 14 contains 165433 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34912 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 121165 members 
Mstep: Class 21 contains 40416 members 
Entering Unmasked Estep 
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Score: -119294816.000000 Penalty: 64930.714844
Iteration 107Q: 20 clusters Score -1.192948e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 43797 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 122130 members 
Mstep: Class 9 contains 309032 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46583 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56768 members 
Mstep: Class 14 contains 165413 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34925 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 121197 members 
Mstep: Class 21 contains 40408 members 
Entering Unmasked Estep 
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Score: -119295064.000000 Penalty: 64930.714844
Iteration 108Q: 20 clusters Score -1.192951e+08 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 44243 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4364 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 121703 members 
Mstep: Class 9 contains 308995 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46600 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56776 members 
Mstep: Class 14 contains 165337 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34948 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 121247 members 
Mstep: Class 21 contains 40406 members 
Entering Unmasked Estep 
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Score: -119295200.000000 Penalty: 64930.714844
Iteration 109Q: 20 clusters Score -1.192952e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 44671 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4366 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 121276 members 
Mstep: Class 9 contains 308931 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46628 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56777 members 
Mstep: Class 14 contains 165283 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34965 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 121311 members 
Mstep: Class 21 contains 40409 members 
Entering Unmasked Estep 
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Score: -119295360.000000 Penalty: 64930.714844
Iteration 110Q: 20 clusters Score -1.192954e+08 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 45096 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 120871 members 
Mstep: Class 9 contains 308819 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46644 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56784 members 
Mstep: Class 14 contains 165275 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34969 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 121401 members 
Mstep: Class 21 contains 40394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295488.000000 Penalty: 64930.714844
Iteration 111Q: 20 clusters Score -1.192955e+08 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 45489 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 120474 members 
Mstep: Class 9 contains 308700 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46652 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56793 members 
Mstep: Class 14 contains 165283 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34967 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 121511 members 
Mstep: Class 21 contains 40384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296056.000000 Penalty: 64930.714844
Iteration 112Q: 20 clusters Score -1.192961e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 45865 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 120095 members 
Mstep: Class 9 contains 308622 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46660 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56797 members 
Mstep: Class 14 contains 165250 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34978 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 121605 members 
Mstep: Class 21 contains 40380 members 
Entering Unmasked Estep 
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Iteration 113Q: 20 clusters Score -1.19296e+08 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 46190 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 119741 members 
Mstep: Class 9 contains 308586 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46661 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56803 members 
Mstep: Class 14 contains 165229 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 35000 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 121664 members 
Mstep: Class 21 contains 40382 members 
Entering Unmasked Estep 
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Iteration 114Q: 20 clusters Score -1.192963e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 46503 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1751 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 119400 members 
Mstep: Class 9 contains 308543 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46664 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56812 members 
Mstep: Class 14 contains 165226 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 35020 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 121711 members 
Mstep: Class 21 contains 40374 members 
Entering Unmasked Estep 
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Iteration 115Q: 20 clusters Score -1.192962e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 46784 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1751 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4371 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 119075 members 
Mstep: Class 9 contains 308512 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46670 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56820 members 
Mstep: Class 14 contains 165224 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 35020 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 121758 members 
Mstep: Class 21 contains 40387 members 
Entering Unmasked Estep 
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Iteration 116Q: 20 clusters Score -1.192964e+08 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 47019 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1752 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4373 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 118802 members 
Mstep: Class 9 contains 308435 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46669 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 56847 members 
Mstep: Class 14 contains 165272 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 35013 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 121804 members 
Mstep: Class 21 contains 40384 members 
Entering Unmasked Estep 
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Iteration 117Q: 20 clusters Score -1.192966e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 47221 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1751 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 118509 members 
Mstep: Class 9 contains 308359 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46670 members 
Mstep: Class 12 contains 1047 members 
Mstep: Class 13 contains 56873 members 
Mstep: Class 14 contains 165366 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34998 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 121855 members 
Mstep: Class 21 contains 40388 members 
Entering Unmasked Estep 
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Iteration 118Q: 20 clusters Score -1.192968e+08 nChanged 1259
Entering ConstructFrom: 
Score: -119296776.000000 Penalty: 64930.714844
Entering ConstructFrom: 
Trying to split cluster 1 (11663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Entering Unmasked Estep 
Score: -1385430.500000 Penalty: 2322.315918
	Iteration 0F: 2 clusters Score -1385430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1376765.875000 Penalty: 4644.631836
	Iteration 0F: 3 clusters Score -1376766 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1379367.000000 Penalty: 4644.631836
	Iteration 1F: 3 clusters Score -1379367 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1379707.875000 Penalty: 4644.631836
	Iteration 2F: 3 clusters Score -1379708 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1379941.000000 Penalty: 4644.631836
	Iteration 3F: 3 clusters Score -1379941 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1380102.750000 Penalty: 4644.631836
	Iteration 4Q: 3 clusters Score -1380103 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1380222.875000 Penalty: 4644.631836
	Iteration 5Q: 3 clusters Score -1380223 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1380320.500000 Penalty: 4644.631836
	Iteration 6Q: 3 clusters Score -1380320 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1380415.750000 Penalty: 4644.631836
	Iteration 7Q: 3 clusters Score -1380416 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1380522.250000 Penalty: 4644.631836
	Iteration 8Q: 3 clusters Score -1380522 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1380634.875000 Penalty: 4644.631836
	Iteration 9Q: 3 clusters Score -1380635 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1380804.375000 Penalty: 4644.631836
	Iteration 10Q: 3 clusters Score -1380804 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1381044.125000 Penalty: 4644.631836
	Iteration 11Q: 3 clusters Score -1381044 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1381396.000000 Penalty: 4644.631836
	Iteration 12Q: 3 clusters Score -1381396 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1381865.250000 Penalty: 4644.631836
	Iteration 13F: 3 clusters Score -1381865 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1382496.250000 Penalty: 4644.631836
	Iteration 14F: 3 clusters Score -1382496 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1383132.250000 Penalty: 4644.631836
	Iteration 15F: 3 clusters Score -1383132 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1383739.875000 Penalty: 4644.631836
	Iteration 16F: 3 clusters Score -1383740 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1384180.875000 Penalty: 4644.631836
	Iteration 17Q: 3 clusters Score -1384181 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1384497.125000 Penalty: 4644.631836
	Iteration 18Q: 3 clusters Score -1384497 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1384715.500000 Penalty: 4644.631836
	Iteration 19Q: 3 clusters Score -1384716 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1384857.500000 Penalty: 4644.631836
	Iteration 20F: 3 clusters Score -1384858 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1384955.500000 Penalty: 4644.631836
	Iteration 21Q: 3 clusters Score -1384956 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1385025.125000 Penalty: 4644.631836
	Iteration 22Q: 3 clusters Score -1385025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1385066.875000 Penalty: 4644.631836
	Iteration 23Q: 3 clusters Score -1385067 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1385095.750000 Penalty: 4644.631836
	Iteration 24Q: 3 clusters Score -1385096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1385114.000000 Penalty: 4644.631836
	Iteration 25Q: 3 clusters Score -1385114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1385118.000000 Penalty: 4644.631836
	Iteration 26Q: 3 clusters Score -1385118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1385131.625000 Penalty: 4644.631836
	Iteration 27Q: 3 clusters Score -1385132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1385144.500000 Penalty: 4644.631836
	Iteration 28Q: 3 clusters Score -1385144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1385163.750000 Penalty: 4644.631836
	Iteration 29Q: 3 clusters Score -1385164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1385172.000000 Penalty: 4644.631836
	Iteration 30Q: 3 clusters Score -1385172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1385180.875000 Penalty: 4644.631836
	Iteration 31Q: 3 clusters Score -1385181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1385191.125000 Penalty: 4644.631836
	Iteration 32Q: 3 clusters Score -1385191 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1385205.000000 Penalty: 4644.631836
	Iteration 33Q: 3 clusters Score -1385205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1385208.750000 Penalty: 4644.631836
	Iteration 34Q: 3 clusters Score -1385209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1385212.375000 Penalty: 4644.631836
	Iteration 35Q: 3 clusters Score -1385212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1385216.000000 Penalty: 4644.631836
	Iteration 36Q: 3 clusters Score -1385216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1385222.375000 Penalty: 4644.631836
	Iteration 37Q: 3 clusters Score -1385222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1385222.875000 Penalty: 4644.631836
	Iteration 38Q: 3 clusters Score -1385223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1385223.250000 Penalty: 4644.631836
	Iteration 39Q: 3 clusters Score -1385223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1385224.500000 Penalty: 4644.631836
	Iteration 40F: 3 clusters Score -1385224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1385226.250000 Penalty: 4644.631836
	Iteration 41Q: 3 clusters Score -1385226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1385226.250000 Penalty: 4644.631836
	Iteration 42F: 3 clusters Score -1385226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Entering Unmasked Estep 
Score: -6047781.000000 Penalty: 2670.192383
	Iteration 0F: 2 clusters Score -6047781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -6015726.500000 Penalty: 5340.384766
	Iteration 0F: 3 clusters Score -6015726 nChanged 22007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -6027763.000000 Penalty: 5340.384766
	Iteration 1F: 3 clusters Score -6027763 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -6028315.500000 Penalty: 5340.384766
	Iteration 2Q: 3 clusters Score -6028316 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -6028796.500000 Penalty: 5340.384766
	Iteration 3Q: 3 clusters Score -6028796 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -6029280.000000 Penalty: 5340.384766
	Iteration 4Q: 3 clusters Score -6029280 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -6029844.000000 Penalty: 5340.384766
	Iteration 5Q: 3 clusters Score -6029844 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -6030558.500000 Penalty: 5340.384766
	Iteration 6Q: 3 clusters Score -6030558 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -6031569.500000 Penalty: 5340.384766
	Iteration 7Q: 3 clusters Score -6031570 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -6033006.000000 Penalty: 5340.384766
	Iteration 8Q: 3 clusters Score -6033006 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -6035016.500000 Penalty: 5340.384766
	Iteration 9F: 3 clusters Score -6035016 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -6037387.500000 Penalty: 5340.384766
	Iteration 10F: 3 clusters Score -6037388 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -6039769.500000 Penalty: 5340.384766
	Iteration 11F: 3 clusters Score -6039770 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -6041792.000000 Penalty: 5340.384766
	Iteration 12Q: 3 clusters Score -6041792 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -6043190.000000 Penalty: 5340.384766
	Iteration 13Q: 3 clusters Score -6043190 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6044068.000000 Penalty: 5340.384766
	Iteration 14Q: 3 clusters Score -6044068 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -6044560.500000 Penalty: 5340.384766
	Iteration 15Q: 3 clusters Score -6044560 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6044879.000000 Penalty: 5340.384766
	Iteration 16Q: 3 clusters Score -6044879 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6045097.000000 Penalty: 5340.384766
	Iteration 17Q: 3 clusters Score -6045097 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6045208.000000 Penalty: 5340.384766
	Iteration 18Q: 3 clusters Score -6045208 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6045284.500000 Penalty: 5340.384766
	Iteration 19Q: 3 clusters Score -6045284 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6045338.500000 Penalty: 5340.384766
	Iteration 20F: 3 clusters Score -6045338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6045365.500000 Penalty: 5340.384766
	Iteration 21Q: 3 clusters Score -6045366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6045391.000000 Penalty: 5340.384766
	Iteration 22Q: 3 clusters Score -6045391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6045430.500000 Penalty: 5340.384766
	Iteration 23Q: 3 clusters Score -6045430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6045432.500000 Penalty: 5340.384766
	Iteration 24Q: 3 clusters Score -6045432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6045441.500000 Penalty: 5340.384766
	Iteration 25Q: 3 clusters Score -6045442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6045448.000000 Penalty: 5340.384766
	Iteration 26Q: 3 clusters Score -6045448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6045457.500000 Penalty: 5340.384766
	Iteration 27Q: 3 clusters Score -6045458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6045461.000000 Penalty: 5340.384766
	Iteration 28Q: 3 clusters Score -6045461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6045460.000000 Penalty: 5340.384766
	Iteration 29Q: 3 clusters Score -6045460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6045467.500000 Penalty: 5340.384766
	Iteration 30Q: 3 clusters Score -6045468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6045472.000000 Penalty: 5340.384766
	Iteration 31Q: 3 clusters Score -6045472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6045471.500000 Penalty: 5340.384766
	Iteration 32Q: 3 clusters Score -6045472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6045478.000000 Penalty: 5340.384766
	Iteration 33Q: 3 clusters Score -6045478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6045477.500000 Penalty: 5340.384766
	Iteration 34Q: 3 clusters Score -6045478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6045473.500000 Penalty: 5340.384766
	Iteration 35Q: 3 clusters Score -6045474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6045480.000000 Penalty: 5340.384766
	Iteration 36Q: 3 clusters Score -6045480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6045479.000000 Penalty: 5340.384766
	Iteration 37Q: 3 clusters Score -6045479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6045479.000000 Penalty: 5340.384766
	Iteration 38F: 3 clusters Score -6045479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -68330.570312 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -68330.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -66646.601562 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -66646.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -67198.312500 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -67198.31 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -67459.687500 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -67459.69 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -67614.085938 Penalty: 3264.684326
	Iteration 3F: 3 clusters Score -67614.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67797.070312 Penalty: 3264.684326
	Iteration 4F: 3 clusters Score -67797.07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68067.140625 Penalty: 3264.684326
	Iteration 5F: 3 clusters Score -68067.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68371.453125 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -68371.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68513.273438 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -68513.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68611.125000 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -68611.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68745.906250 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -68745.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -68870.156250 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -68870.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68923.203125 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -68923.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68954.953125 Penalty: 3264.684326
	Iteration 12Q: 3 clusters Score -68954.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68970.671875 Penalty: 3264.684326
	Iteration 13Q: 3 clusters Score -68970.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68970.671875 Penalty: 3264.684326
	Iteration 14F: 3 clusters Score -68970.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 47425 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 118222 members 
Mstep: Class 9 contains 308267 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46685 members 
Mstep: Class 12 contains 1049 members 
Mstep: Class 13 contains 56884 members 
Mstep: Class 14 contains 165485 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34993 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 121887 members 
Mstep: Class 19 contains 296 members 
Mstep: Class 21 contains 40385 members 
Entering Unmasked Estep 
Score: -119295648.000000 Penalty: 68348.125000
Splitting cluster 3 changes total score from -119296776.000000 to -119295648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Entering Unmasked Estep 
Score: -211624.656250 Penalty: 1851.766235
	Iteration 0F: 2 clusters Score -211624.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -209170.093750 Penalty: 3703.532471
	Iteration 0F: 3 clusters Score -209170.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -209559.453125 Penalty: 3703.532471
	Iteration 1F: 3 clusters Score -209559.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -209664.046875 Penalty: 3703.532471
	Iteration 2F: 3 clusters Score -209664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -209723.562500 Penalty: 3703.532471
	Iteration 3Q: 3 clusters Score -209723.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -209754.609375 Penalty: 3703.532471
	Iteration 4Q: 3 clusters Score -209754.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -209783.703125 Penalty: 3703.532471
	Iteration 5Q: 3 clusters Score -209783.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -209818.093750 Penalty: 3703.532471
	Iteration 6Q: 3 clusters Score -209818.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -209838.781250 Penalty: 3703.532471
	Iteration 7Q: 3 clusters Score -209838.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -209850.828125 Penalty: 3703.532471
	Iteration 8Q: 3 clusters Score -209850.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -209857.859375 Penalty: 3703.532471
	Iteration 9Q: 3 clusters Score -209857.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -209863.390625 Penalty: 3703.532471
	Iteration 10Q: 3 clusters Score -209863.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -209866.750000 Penalty: 3703.532471
	Iteration 11Q: 3 clusters Score -209866.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -209870.328125 Penalty: 3703.532471
	Iteration 12Q: 3 clusters Score -209870.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -209872.609375 Penalty: 3703.532471
	Iteration 13Q: 3 clusters Score -209872.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -209872.921875 Penalty: 3703.532471
	Iteration 14Q: 3 clusters Score -209872.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -209874.421875 Penalty: 3703.532471
	Iteration 15Q: 3 clusters Score -209874.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -209876.281250 Penalty: 3703.532471
	Iteration 16Q: 3 clusters Score -209876.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -209876.953125 Penalty: 3703.532471
	Iteration 17Q: 3 clusters Score -209877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -209877.765625 Penalty: 3703.532471
	Iteration 18Q: 3 clusters Score -209877.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -209877.937500 Penalty: 3703.532471
	Iteration 19Q: 3 clusters Score -209877.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -209877.937500 Penalty: 3703.532471
	Iteration 20F: 3 clusters Score -209877.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -71899.718750 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -71899.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70253.398438 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -70253.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -71031.195312 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -71031.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -71873.710938 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -71873.71 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -72834.945312 Penalty: 3277.568359
	Iteration 3F: 3 clusters Score -72834.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -73413.265625 Penalty: 3277.568359
	Iteration 4F: 3 clusters Score -73413.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -73476.507812 Penalty: 3277.568359
	Iteration 5Q: 3 clusters Score -73476.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -73538.101562 Penalty: 3277.568359
	Iteration 6Q: 3 clusters Score -73538.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -73566.250000 Penalty: 3277.568359
	Iteration 7Q: 3 clusters Score -73566.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -73593.007812 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -73593.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -73612.218750 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -73612.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -73617.007812 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -73617.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -73634.734375 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -73634.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -73673.382812 Penalty: 3277.568359
	Iteration 12Q: 3 clusters Score -73673.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -73702.453125 Penalty: 3277.568359
	Iteration 13Q: 3 clusters Score -73702.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -73708.179688 Penalty: 3277.568359
	Iteration 14Q: 3 clusters Score -73708.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -73708.179688 Penalty: 3277.568359
	Iteration 15F: 3 clusters Score -73708.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 47425 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 212 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 118222 members 
Mstep: Class 9 contains 308267 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46685 members 
Mstep: Class 12 contains 1049 members 
Mstep: Class 13 contains 56884 members 
Mstep: Class 14 contains 165485 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34993 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 121887 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40385 members 
Entering Unmasked Estep 
Score: -119296800.000000 Penalty: 68348.125000
Splitting cluster 5 changes total score from -119296776.000000 to -119296800.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 6 (4383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Entering Unmasked Estep 
Score: -526199.875000 Penalty: 2079.601074
	Iteration 0F: 2 clusters Score -526199.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -522096.437500 Penalty: 4159.202148
	Iteration 0F: 3 clusters Score -522096.4 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -523204.468750 Penalty: 4159.202148
	Iteration 1F: 3 clusters Score -523204.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -523544.000000 Penalty: 4159.202148
	Iteration 2F: 3 clusters Score -523544 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -523820.156250 Penalty: 4159.202148
	Iteration 3F: 3 clusters Score -523820.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -524008.468750 Penalty: 4159.202148
	Iteration 4F: 3 clusters Score -524008.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -524166.562500 Penalty: 4159.202148
	Iteration 5F: 3 clusters Score -524166.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -524289.875000 Penalty: 4159.202148
	Iteration 6Q: 3 clusters Score -524289.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -524384.687500 Penalty: 4159.202148
	Iteration 7Q: 3 clusters Score -524384.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -524479.562500 Penalty: 4159.202148
	Iteration 8Q: 3 clusters Score -524479.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -524554.187500 Penalty: 4159.202148
	Iteration 9Q: 3 clusters Score -524554.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -524621.125000 Penalty: 4159.202148
	Iteration 10Q: 3 clusters Score -524621.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -524677.375000 Penalty: 4159.202148
	Iteration 11Q: 3 clusters Score -524677.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -524724.062500 Penalty: 4159.202148
	Iteration 12Q: 3 clusters Score -524724.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -524754.687500 Penalty: 4159.202148
	Iteration 13Q: 3 clusters Score -524754.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -524774.375000 Penalty: 4159.202148
	Iteration 14Q: 3 clusters Score -524774.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -524791.625000 Penalty: 4159.202148
	Iteration 15Q: 3 clusters Score -524791.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -524807.125000 Penalty: 4159.202148
	Iteration 16Q: 3 clusters Score -524807.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -524820.500000 Penalty: 4159.202148
	Iteration 17Q: 3 clusters Score -524820.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -524828.562500 Penalty: 4159.202148
	Iteration 18Q: 3 clusters Score -524828.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -524839.062500 Penalty: 4159.202148
	Iteration 19Q: 3 clusters Score -524839.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -524844.750000 Penalty: 4159.202148
	Iteration 20F: 3 clusters Score -524844.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -524848.250000 Penalty: 4159.202148
	Iteration 21Q: 3 clusters Score -524848.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -524850.500000 Penalty: 4159.202148
	Iteration 22Q: 3 clusters Score -524850.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -524851.437500 Penalty: 4159.202148
	Iteration 23Q: 3 clusters Score -524851.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -524853.125000 Penalty: 4159.202148
	Iteration 24Q: 3 clusters Score -524853.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -524853.500000 Penalty: 4159.202148
	Iteration 25Q: 3 clusters Score -524853.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -524853.437500 Penalty: 4159.202148
	Iteration 26Q: 3 clusters Score -524853.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -524853.562500 Penalty: 4159.202148
	Iteration 27Q: 3 clusters Score -524853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -524854.875000 Penalty: 4159.202148
	Iteration 28Q: 3 clusters Score -524854.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -524856.062500 Penalty: 4159.202148
	Iteration 29Q: 3 clusters Score -524856.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -524856.562500 Penalty: 4159.202148
	Iteration 30Q: 3 clusters Score -524856.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -524858.062500 Penalty: 4159.202148
	Iteration 31Q: 3 clusters Score -524858.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -524858.312500 Penalty: 4159.202148
	Iteration 32Q: 3 clusters Score -524858.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -524859.187500 Penalty: 4159.202148
	Iteration 33Q: 3 clusters Score -524859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -524862.375000 Penalty: 4159.202148
	Iteration 34Q: 3 clusters Score -524862.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -524863.750000 Penalty: 4159.202148
	Iteration 35Q: 3 clusters Score -524863.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -524865.062500 Penalty: 4159.202148
	Iteration 36Q: 3 clusters Score -524865.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -524866.937500 Penalty: 4159.202148
	Iteration 37Q: 3 clusters Score -524866.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -524867.437500 Penalty: 4159.202148
	Iteration 38Q: 3 clusters Score -524867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -524868.187500 Penalty: 4159.202148
	Iteration 39Q: 3 clusters Score -524868.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -524869.750000 Penalty: 4159.202148
	Iteration 40F: 3 clusters Score -524869.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -524871.250000 Penalty: 4159.202148
	Iteration 41Q: 3 clusters Score -524871.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -524873.375000 Penalty: 4159.202148
	Iteration 42Q: 3 clusters Score -524873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -524873.875000 Penalty: 4159.202148
	Iteration 43Q: 3 clusters Score -524873.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -524874.687500 Penalty: 4159.202148
	Iteration 44Q: 3 clusters Score -524874.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -524877.125000 Penalty: 4159.202148
	Iteration 45Q: 3 clusters Score -524877.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -524878.125000 Penalty: 4159.202148
	Iteration 46Q: 3 clusters Score -524878.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -524879.750000 Penalty: 4159.202148
	Iteration 47Q: 3 clusters Score -524879.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -524882.062500 Penalty: 4159.202148
	Iteration 48Q: 3 clusters Score -524882.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -524882.062500 Penalty: 4159.202148
	Iteration 49F: 3 clusters Score -524882.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -57867.812500 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -57867.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56401.945312 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -56401.95 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -56688.789062 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -56688.79 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56871.335938 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -56871.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -57030.484375 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -57030.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -57218.531250 Penalty: 3104.752441
	Iteration 4F: 3 clusters Score -57218.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -57361.722656 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -57361.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -57471.000000 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -57471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -57508.058594 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -57508.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -57550.078125 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -57550.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -57561.605469 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -57561.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -57572.406250 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -57572.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -57573.796875 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -57573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -57577.031250 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -57577.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -57577.031250 Penalty: 3104.752441
	Iteration 13F: 3 clusters Score -57577.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (118222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118222 members 
Entering Unmasked Estep 
Score: -14958960.000000 Penalty: 2896.719238
	Iteration 0F: 2 clusters Score -1.495896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -14880008.000000 Penalty: 5793.438477
	Iteration 0F: 3 clusters Score -1.488001e+07 nChanged 56194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 56424 members 
Entering Unmasked Estep 
Score: -14912760.000000 Penalty: 5793.438477
	Iteration 1F: 3 clusters Score -1.491276e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63221 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -14913933.000000 Penalty: 5793.438477
	Iteration 2Q: 3 clusters Score -1.491393e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -14915651.000000 Penalty: 5793.438477
	Iteration 3Q: 3 clusters Score -1.491565e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68814 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -14918350.000000 Penalty: 5793.438477
	Iteration 4Q: 3 clusters Score -1.491835e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73571 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -14922467.000000 Penalty: 5793.438477
	Iteration 5F: 3 clusters Score -1.492247e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79554 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -14928202.000000 Penalty: 5793.438477
	Iteration 6F: 3 clusters Score -1.49282e+07 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86021 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -14935036.000000 Penalty: 5793.438477
	Iteration 7F: 3 clusters Score -1.493504e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91623 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -14941761.000000 Penalty: 5793.438477
	Iteration 8F: 3 clusters Score -1.494176e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95711 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -14946409.000000 Penalty: 5793.438477
	Iteration 9Q: 3 clusters Score -1.494641e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98443 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -14949005.000000 Penalty: 5793.438477
	Iteration 10Q: 3 clusters Score -1.4949e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100558 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -14950296.000000 Penalty: 5793.438477
	Iteration 11Q: 3 clusters Score -1.49503e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102367 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -14951260.000000 Penalty: 5793.438477
	Iteration 12Q: 3 clusters Score -1.495126e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103981 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -14952068.000000 Penalty: 5793.438477
	Iteration 13Q: 3 clusters Score -1.495207e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105414 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -14952765.000000 Penalty: 5793.438477
	Iteration 14Q: 3 clusters Score -1.495276e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106740 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -14953287.000000 Penalty: 5793.438477
	Iteration 15Q: 3 clusters Score -1.495329e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107918 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -14953806.000000 Penalty: 5793.438477
	Iteration 16Q: 3 clusters Score -1.495381e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108963 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -14954245.000000 Penalty: 5793.438477
	Iteration 17Q: 3 clusters Score -1.495424e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109895 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -14954633.000000 Penalty: 5793.438477
	Iteration 18Q: 3 clusters Score -1.495463e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110758 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -14954965.000000 Penalty: 5793.438477
	Iteration 19Q: 3 clusters Score -1.495496e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111545 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -14955321.000000 Penalty: 5793.438477
	Iteration 20F: 3 clusters Score -1.495532e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112222 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -14955479.000000 Penalty: 5793.438477
	Iteration 21Q: 3 clusters Score -1.495548e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112807 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -14955713.000000 Penalty: 5793.438477
	Iteration 22Q: 3 clusters Score -1.495571e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113301 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -14955888.000000 Penalty: 5793.438477
	Iteration 23Q: 3 clusters Score -1.495589e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113716 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -14956006.000000 Penalty: 5793.438477
	Iteration 24Q: 3 clusters Score -1.495601e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114078 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -14956101.000000 Penalty: 5793.438477
	Iteration 25Q: 3 clusters Score -1.49561e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114381 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -14956233.000000 Penalty: 5793.438477
	Iteration 26Q: 3 clusters Score -1.495623e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114645 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -14956353.000000 Penalty: 5793.438477
	Iteration 27Q: 3 clusters Score -1.495635e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114904 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -14956404.000000 Penalty: 5793.438477
	Iteration 28Q: 3 clusters Score -1.49564e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115110 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -14956479.000000 Penalty: 5793.438477
	Iteration 29Q: 3 clusters Score -1.495648e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115290 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -14956550.000000 Penalty: 5793.438477
	Iteration 30Q: 3 clusters Score -1.495655e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115469 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -14956620.000000 Penalty: 5793.438477
	Iteration 31Q: 3 clusters Score -1.495662e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115627 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -14956636.000000 Penalty: 5793.438477
	Iteration 32Q: 3 clusters Score -1.495664e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115758 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -14956667.000000 Penalty: 5793.438477
	Iteration 33Q: 3 clusters Score -1.495667e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115877 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -14956703.000000 Penalty: 5793.438477
	Iteration 34Q: 3 clusters Score -1.49567e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115982 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -14956750.000000 Penalty: 5793.438477
	Iteration 35Q: 3 clusters Score -1.495675e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116079 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -14956792.000000 Penalty: 5793.438477
	Iteration 36Q: 3 clusters Score -1.495679e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116163 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -14956801.000000 Penalty: 5793.438477
	Iteration 37Q: 3 clusters Score -1.49568e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116230 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -14956838.000000 Penalty: 5793.438477
	Iteration 38Q: 3 clusters Score -1.495684e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116297 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -14956858.000000 Penalty: 5793.438477
	Iteration 39Q: 3 clusters Score -1.495686e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116351 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -14956866.000000 Penalty: 5793.438477
	Iteration 40F: 3 clusters Score -1.495687e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116395 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -14956898.000000 Penalty: 5793.438477
	Iteration 41Q: 3 clusters Score -1.49569e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116427 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -14956905.000000 Penalty: 5793.438477
	Iteration 42Q: 3 clusters Score -1.49569e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116450 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -14956912.000000 Penalty: 5793.438477
	Iteration 43Q: 3 clusters Score -1.495691e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116476 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -14956912.000000 Penalty: 5793.438477
	Iteration 44Q: 3 clusters Score -1.495691e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116493 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -14956919.000000 Penalty: 5793.438477
	Iteration 45Q: 3 clusters Score -1.495692e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116510 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -14956932.000000 Penalty: 5793.438477
	Iteration 46Q: 3 clusters Score -1.495693e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116536 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -14956925.000000 Penalty: 5793.438477
	Iteration 47Q: 3 clusters Score -1.495692e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116550 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -14956912.000000 Penalty: 5793.438477
	Iteration 48Q: 3 clusters Score -1.495691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116566 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -14956915.000000 Penalty: 5793.438477
	Iteration 49Q: 3 clusters Score -1.495692e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116583 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -14956916.000000 Penalty: 5793.438477
	Iteration 50Q: 3 clusters Score -1.495692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116593 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -14956925.000000 Penalty: 5793.438477
	Iteration 51Q: 3 clusters Score -1.495692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116600 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -14956918.000000 Penalty: 5793.438477
	Iteration 52Q: 3 clusters Score -1.495692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116607 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -14956913.000000 Penalty: 5793.438477
	Iteration 53Q: 3 clusters Score -1.495691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116615 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -14956920.000000 Penalty: 5793.438477
	Iteration 54Q: 3 clusters Score -1.495692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116621 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -14956914.000000 Penalty: 5793.438477
	Iteration 55Q: 3 clusters Score -1.495691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116627 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -14956919.000000 Penalty: 5793.438477
	Iteration 56Q: 3 clusters Score -1.495692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116634 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -14956918.000000 Penalty: 5793.438477
	Iteration 57Q: 3 clusters Score -1.495692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116638 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -14956930.000000 Penalty: 5793.438477
	Iteration 58Q: 3 clusters Score -1.495693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116645 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -14956933.000000 Penalty: 5793.438477
	Iteration 59Q: 3 clusters Score -1.495693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116650 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -14956944.000000 Penalty: 5793.438477
	Iteration 60F: 3 clusters Score -1.495694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116656 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -14956952.000000 Penalty: 5793.438477
	Iteration 61Q: 3 clusters Score -1.495695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116663 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -14956938.000000 Penalty: 5793.438477
	Iteration 62Q: 3 clusters Score -1.495694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116674 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -14956938.000000 Penalty: 5793.438477
	Iteration 63Q: 3 clusters Score -1.495694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116679 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -14956933.000000 Penalty: 5793.438477
	Iteration 64Q: 3 clusters Score -1.495693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116683 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -14956933.000000 Penalty: 5793.438477
	Iteration 65Q: 3 clusters Score -1.495693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116686 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -14956930.000000 Penalty: 5793.438477
	Iteration 66Q: 3 clusters Score -1.495693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116691 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -14956956.000000 Penalty: 5793.438477
	Iteration 67Q: 3 clusters Score -1.495696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116695 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -14956947.000000 Penalty: 5793.438477
	Iteration 68Q: 3 clusters Score -1.495695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116697 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -14956960.000000 Penalty: 5793.438477
	Iteration 69Q: 3 clusters Score -1.495696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116699 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -14956949.000000 Penalty: 5793.438477
	Iteration 70Q: 3 clusters Score -1.495695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116702 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -14956956.000000 Penalty: 5793.438477
	Iteration 71Q: 3 clusters Score -1.495696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116703 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -14956950.000000 Penalty: 5793.438477
	Iteration 72Q: 3 clusters Score -1.495695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116705 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -14956950.000000 Penalty: 5793.438477
	Iteration 73Q: 3 clusters Score -1.495695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116707 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -14956956.000000 Penalty: 5793.438477
	Iteration 74Q: 3 clusters Score -1.495696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116709 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -14956955.000000 Penalty: 5793.438477
	Iteration 75Q: 3 clusters Score -1.495696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116712 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -14956953.000000 Penalty: 5793.438477
	Iteration 76Q: 3 clusters Score -1.495695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116714 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -14956957.000000 Penalty: 5793.438477
	Iteration 77Q: 3 clusters Score -1.495696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116715 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -14956958.000000 Penalty: 5793.438477
	Iteration 78Q: 3 clusters Score -1.495696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116717 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -14956960.000000 Penalty: 5793.438477
	Iteration 79Q: 3 clusters Score -1.495696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116719 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -14956960.000000 Penalty: 5793.438477
	Iteration 80F: 3 clusters Score -1.495696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116720 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -14956955.000000 Penalty: 5793.438477
	Iteration 81Q: 3 clusters Score -1.495696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116720 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -14956955.000000 Penalty: 5793.438477
	Iteration 82F: 3 clusters Score -1.495696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (308267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308267 members 
Entering Unmasked Estep 
Score: -38596372.000000 Penalty: 3134.402832
	Iteration 0F: 2 clusters Score -3.859637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154326 members 
Mstep: Class 2 contains 153941 members 
Entering Unmasked Estep 
Score: -38408236.000000 Penalty: 6268.805664
	Iteration 0F: 3 clusters Score -3.840824e+07 nChanged 149528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158360 members 
Mstep: Class 2 contains 149907 members 
Entering Unmasked Estep 
Score: -38496160.000000 Penalty: 6268.805664
	Iteration 1F: 3 clusters Score -3.849616e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161333 members 
Mstep: Class 2 contains 146934 members 
Entering Unmasked Estep 
Score: -38497968.000000 Penalty: 6268.805664
	Iteration 2Q: 3 clusters Score -3.849797e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165875 members 
Mstep: Class 2 contains 142392 members 
Entering Unmasked Estep 
Score: -38500596.000000 Penalty: 6268.805664
	Iteration 3Q: 3 clusters Score -3.85006e+07 nChanged 12263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172772 members 
Mstep: Class 2 contains 135495 members 
Entering Unmasked Estep 
Score: -38505236.000000 Penalty: 6268.805664
	Iteration 4Q: 3 clusters Score -3.850524e+07 nChanged 15227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182487 members 
Mstep: Class 2 contains 125780 members 
Entering Unmasked Estep 
Score: -38512696.000000 Penalty: 6268.805664
	Iteration 5Q: 3 clusters Score -3.85127e+07 nChanged 18277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194580 members 
Mstep: Class 2 contains 113687 members 
Entering Unmasked Estep 
Score: -38524560.000000 Penalty: 6268.805664
	Iteration 6F: 3 clusters Score -3.852456e+07 nChanged 20311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207049 members 
Mstep: Class 2 contains 101218 members 
Entering Unmasked Estep 
Score: -38540560.000000 Penalty: 6268.805664
	Iteration 7F: 3 clusters Score -3.854056e+07 nChanged 19844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216909 members 
Mstep: Class 2 contains 91358 members 
Entering Unmasked Estep 
Score: -38555296.000000 Penalty: 6268.805664
	Iteration 8F: 3 clusters Score -3.85553e+07 nChanged 15645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222848 members 
Mstep: Class 2 contains 85419 members 
Entering Unmasked Estep 
Score: -38563264.000000 Penalty: 6268.805664
	Iteration 9F: 3 clusters Score -3.856326e+07 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227188 members 
Mstep: Class 2 contains 81079 members 
Entering Unmasked Estep 
Score: -38565884.000000 Penalty: 6268.805664
	Iteration 10Q: 3 clusters Score -3.856588e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231437 members 
Mstep: Class 2 contains 76830 members 
Entering Unmasked Estep 
Score: -38567028.000000 Penalty: 6268.805664
	Iteration 11Q: 3 clusters Score -3.856703e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235688 members 
Mstep: Class 2 contains 72579 members 
Entering Unmasked Estep 
Score: -38568040.000000 Penalty: 6268.805664
	Iteration 12Q: 3 clusters Score -3.856804e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240013 members 
Mstep: Class 2 contains 68254 members 
Entering Unmasked Estep 
Score: -38569124.000000 Penalty: 6268.805664
	Iteration 13Q: 3 clusters Score -3.856912e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244337 members 
Mstep: Class 2 contains 63930 members 
Entering Unmasked Estep 
Score: -38570256.000000 Penalty: 6268.805664
	Iteration 14Q: 3 clusters Score -3.857026e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248773 members 
Mstep: Class 2 contains 59494 members 
Entering Unmasked Estep 
Score: -38571440.000000 Penalty: 6268.805664
	Iteration 15Q: 3 clusters Score -3.857144e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253192 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -38572928.000000 Penalty: 6268.805664
	Iteration 16Q: 3 clusters Score -3.857293e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257561 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -38574200.000000 Penalty: 6268.805664
	Iteration 17Q: 3 clusters Score -3.85742e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261826 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -38575548.000000 Penalty: 6268.805664
	Iteration 18Q: 3 clusters Score -3.857555e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266044 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -38576960.000000 Penalty: 6268.805664
	Iteration 19Q: 3 clusters Score -3.857696e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270150 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -38578572.000000 Penalty: 6268.805664
	Iteration 20F: 3 clusters Score -3.857857e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274056 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -38580260.000000 Penalty: 6268.805664
	Iteration 21Q: 3 clusters Score -3.858026e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277693 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -38581896.000000 Penalty: 6268.805664
	Iteration 22Q: 3 clusters Score -3.85819e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281084 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -38583344.000000 Penalty: 6268.805664
	Iteration 23Q: 3 clusters Score -3.858334e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284296 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -38584984.000000 Penalty: 6268.805664
	Iteration 24Q: 3 clusters Score -3.858498e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287345 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -38586796.000000 Penalty: 6268.805664
	Iteration 25Q: 3 clusters Score -3.85868e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290238 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -38588240.000000 Penalty: 6268.805664
	Iteration 26Q: 3 clusters Score -3.858824e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292878 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -38589448.000000 Penalty: 6268.805664
	Iteration 27Q: 3 clusters Score -3.858945e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295164 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -38590916.000000 Penalty: 6268.805664
	Iteration 28Q: 3 clusters Score -3.859092e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297220 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -38592292.000000 Penalty: 6268.805664
	Iteration 29Q: 3 clusters Score -3.859229e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299057 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -38592880.000000 Penalty: 6268.805664
	Iteration 30Q: 3 clusters Score -3.859288e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300599 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -38593312.000000 Penalty: 6268.805664
	Iteration 31Q: 3 clusters Score -3.859331e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301874 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -38593472.000000 Penalty: 6268.805664
	Iteration 32Q: 3 clusters Score -3.859347e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302919 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -38593556.000000 Penalty: 6268.805664
	Iteration 33Q: 3 clusters Score -3.859356e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303773 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -38593796.000000 Penalty: 6268.805664
	Iteration 34Q: 3 clusters Score -3.85938e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304504 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -38594064.000000 Penalty: 6268.805664
	Iteration 35Q: 3 clusters Score -3.859406e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305127 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -38594164.000000 Penalty: 6268.805664
	Iteration 36Q: 3 clusters Score -3.859416e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305660 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -38594292.000000 Penalty: 6268.805664
	Iteration 37Q: 3 clusters Score -3.859429e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306083 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -38594272.000000 Penalty: 6268.805664
	Iteration 38Q: 3 clusters Score -3.859427e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306465 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -38594232.000000 Penalty: 6268.805664
	Iteration 39Q: 3 clusters Score -3.859423e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306748 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -38594248.000000 Penalty: 6268.805664
	Iteration 40F: 3 clusters Score -3.859425e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306966 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -38594180.000000 Penalty: 6268.805664
	Iteration 41Q: 3 clusters Score -3.859418e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307149 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -38594108.000000 Penalty: 6268.805664
	Iteration 42Q: 3 clusters Score -3.859411e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307271 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -38594140.000000 Penalty: 6268.805664
	Iteration 43Q: 3 clusters Score -3.859414e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307362 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -38594124.000000 Penalty: 6268.805664
	Iteration 44Q: 3 clusters Score -3.859412e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307429 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -38594140.000000 Penalty: 6268.805664
	Iteration 45Q: 3 clusters Score -3.859414e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307482 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -38594124.000000 Penalty: 6268.805664
	Iteration 46Q: 3 clusters Score -3.859412e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307516 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -38594108.000000 Penalty: 6268.805664
	Iteration 47Q: 3 clusters Score -3.859411e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307545 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -38594116.000000 Penalty: 6268.805664
	Iteration 48Q: 3 clusters Score -3.859412e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307574 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -38594128.000000 Penalty: 6268.805664
	Iteration 49Q: 3 clusters Score -3.859413e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307589 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -38594104.000000 Penalty: 6268.805664
	Iteration 50Q: 3 clusters Score -3.85941e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307600 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -38594108.000000 Penalty: 6268.805664
	Iteration 51Q: 3 clusters Score -3.859411e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307619 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -38594084.000000 Penalty: 6268.805664
	Iteration 52Q: 3 clusters Score -3.859408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307630 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -38594088.000000 Penalty: 6268.805664
	Iteration 53Q: 3 clusters Score -3.859409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307638 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -38594104.000000 Penalty: 6268.805664
	Iteration 54Q: 3 clusters Score -3.85941e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307649 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -38594096.000000 Penalty: 6268.805664
	Iteration 55Q: 3 clusters Score -3.85941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307654 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -38594124.000000 Penalty: 6268.805664
	Iteration 56Q: 3 clusters Score -3.859412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307662 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -38594112.000000 Penalty: 6268.805664
	Iteration 57Q: 3 clusters Score -3.859411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307668 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -38594104.000000 Penalty: 6268.805664
	Iteration 58Q: 3 clusters Score -3.85941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307674 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -38594116.000000 Penalty: 6268.805664
	Iteration 59Q: 3 clusters Score -3.859412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307680 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -38594112.000000 Penalty: 6268.805664
	Iteration 60F: 3 clusters Score -3.859411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307684 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -38594104.000000 Penalty: 6268.805664
	Iteration 61Q: 3 clusters Score -3.85941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307687 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -38594112.000000 Penalty: 6268.805664
	Iteration 62Q: 3 clusters Score -3.859411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307689 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -38594108.000000 Penalty: 6268.805664
	Iteration 63Q: 3 clusters Score -3.859411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307690 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -38594104.000000 Penalty: 6268.805664
	Iteration 64Q: 3 clusters Score -3.85941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307691 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -38594136.000000 Penalty: 6268.805664
	Iteration 65Q: 3 clusters Score -3.859414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307691 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -38594132.000000 Penalty: 6268.805664
	Iteration 66Q: 3 clusters Score -3.859413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307691 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -38594132.000000 Penalty: 6268.805664
	Iteration 67F: 3 clusters Score -3.859413e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -83987.109375 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -83987.11 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 425 members 
Entering Unmasked Estep 
Score: -82287.835938 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -82287.84 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -83014.320312 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -83014.32 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -83661.296875 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -83661.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -84298.265625 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -84298.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -84632.085938 Penalty: 3347.965820
	Iteration 4F: 3 clusters Score -84632.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84704.210938 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -84704.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84740.546875 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -84740.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84778.835938 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -84778.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -84811.578125 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -84811.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84820.578125 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -84820.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84831.359375 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -84831.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84844.992188 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -84844.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84864.109375 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -84864.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84901.976562 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -84901.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -85006.210938 Penalty: 3347.965820
	Iteration 14Q: 3 clusters Score -85006.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85115.656250 Penalty: 3347.965820
	Iteration 15Q: 3 clusters Score -85115.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85132.929688 Penalty: 3347.965820
	Iteration 16Q: 3 clusters Score -85132.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -85137.117188 Penalty: 3347.965820
	Iteration 17Q: 3 clusters Score -85137.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85139.843750 Penalty: 3347.965820
	Iteration 18Q: 3 clusters Score -85139.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85139.843750 Penalty: 3347.965820
	Iteration 19F: 3 clusters Score -85139.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 47425 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 212 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 118222 members 
Mstep: Class 9 contains 308267 members 
Mstep: Class 10 contains 499 members 
Mstep: Class 11 contains 46685 members 
Mstep: Class 12 contains 1049 members 
Mstep: Class 13 contains 56884 members 
Mstep: Class 14 contains 165485 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34993 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 121887 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 40385 members 
Entering Unmasked Estep 
Score: -119296200.000000 Penalty: 71765.531250
Splitting cluster 10 changes total score from -119296776.000000 to -119296200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (46685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Entering Unmasked Estep 
Score: -5933451.500000 Penalty: 2666.291992
	Iteration 0F: 2 clusters Score -5933452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -5901956.500000 Penalty: 5332.583984
	Iteration 0F: 3 clusters Score -5901956 nChanged 21414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5913893.500000 Penalty: 5332.583984
	Iteration 1F: 3 clusters Score -5913894 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -5914910.500000 Penalty: 5332.583984
	Iteration 2Q: 3 clusters Score -5914910 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -5916118.000000 Penalty: 5332.583984
	Iteration 3F: 3 clusters Score -5916118 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -5917644.000000 Penalty: 5332.583984
	Iteration 4F: 3 clusters Score -5917644 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -5919614.500000 Penalty: 5332.583984
	Iteration 5F: 3 clusters Score -5919614 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -5921951.500000 Penalty: 5332.583984
	Iteration 6F: 3 clusters Score -5921952 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -5924543.500000 Penalty: 5332.583984
	Iteration 7F: 3 clusters Score -5924544 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -5926774.500000 Penalty: 5332.583984
	Iteration 8F: 3 clusters Score -5926774 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -5928267.500000 Penalty: 5332.583984
	Iteration 9Q: 3 clusters Score -5928268 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -5929096.500000 Penalty: 5332.583984
	Iteration 10Q: 3 clusters Score -5929096 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -5929627.000000 Penalty: 5332.583984
	Iteration 11Q: 3 clusters Score -5929627 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -5930080.500000 Penalty: 5332.583984
	Iteration 12Q: 3 clusters Score -5930080 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -5930409.500000 Penalty: 5332.583984
	Iteration 13Q: 3 clusters Score -5930410 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -5930680.000000 Penalty: 5332.583984
	Iteration 14Q: 3 clusters Score -5930680 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -5930896.000000 Penalty: 5332.583984
	Iteration 15Q: 3 clusters Score -5930896 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -5931059.500000 Penalty: 5332.583984
	Iteration 16Q: 3 clusters Score -5931060 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -5931216.000000 Penalty: 5332.583984
	Iteration 17Q: 3 clusters Score -5931216 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -5931319.500000 Penalty: 5332.583984
	Iteration 18Q: 3 clusters Score -5931320 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -5931418.000000 Penalty: 5332.583984
	Iteration 19Q: 3 clusters Score -5931418 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -5931524.000000 Penalty: 5332.583984
	Iteration 20F: 3 clusters Score -5931524 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -5931590.000000 Penalty: 5332.583984
	Iteration 21Q: 3 clusters Score -5931590 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -5931643.500000 Penalty: 5332.583984
	Iteration 22Q: 3 clusters Score -5931644 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -5931714.000000 Penalty: 5332.583984
	Iteration 23Q: 3 clusters Score -5931714 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -5931751.000000 Penalty: 5332.583984
	Iteration 24Q: 3 clusters Score -5931751 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -5931790.500000 Penalty: 5332.583984
	Iteration 25Q: 3 clusters Score -5931790 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5931839.500000 Penalty: 5332.583984
	Iteration 26Q: 3 clusters Score -5931840 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -5931878.500000 Penalty: 5332.583984
	Iteration 27Q: 3 clusters Score -5931878 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -5931904.500000 Penalty: 5332.583984
	Iteration 28Q: 3 clusters Score -5931904 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -5931935.000000 Penalty: 5332.583984
	Iteration 29Q: 3 clusters Score -5931935 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -5931973.000000 Penalty: 5332.583984
	Iteration 30Q: 3 clusters Score -5931973 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5932021.000000 Penalty: 5332.583984
	Iteration 31Q: 3 clusters Score -5932021 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5932041.000000 Penalty: 5332.583984
	Iteration 32Q: 3 clusters Score -5932041 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5932058.000000 Penalty: 5332.583984
	Iteration 33Q: 3 clusters Score -5932058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5932070.000000 Penalty: 5332.583984
	Iteration 34Q: 3 clusters Score -5932070 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5932082.000000 Penalty: 5332.583984
	Iteration 35Q: 3 clusters Score -5932082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -5932092.000000 Penalty: 5332.583984
	Iteration 36Q: 3 clusters Score -5932092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -5932094.500000 Penalty: 5332.583984
	Iteration 37Q: 3 clusters Score -5932094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5932099.000000 Penalty: 5332.583984
	Iteration 38Q: 3 clusters Score -5932099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5932108.500000 Penalty: 5332.583984
	Iteration 39Q: 3 clusters Score -5932108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5932103.500000 Penalty: 5332.583984
	Iteration 40F: 3 clusters Score -5932104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5932121.000000 Penalty: 5332.583984
	Iteration 41Q: 3 clusters Score -5932121 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5932122.000000 Penalty: 5332.583984
	Iteration 42Q: 3 clusters Score -5932122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5932120.500000 Penalty: 5332.583984
	Iteration 43Q: 3 clusters Score -5932120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5932123.000000 Penalty: 5332.583984
	Iteration 44Q: 3 clusters Score -5932123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5932129.500000 Penalty: 5332.583984
	Iteration 45Q: 3 clusters Score -5932130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -5932128.000000 Penalty: 5332.583984
	Iteration 46Q: 3 clusters Score -5932128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5932139.000000 Penalty: 5332.583984
	Iteration 47Q: 3 clusters Score -5932139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5932142.500000 Penalty: 5332.583984
	Iteration 48Q: 3 clusters Score -5932142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5932132.000000 Penalty: 5332.583984
	Iteration 49Q: 3 clusters Score -5932132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5932142.000000 Penalty: 5332.583984
	Iteration 50Q: 3 clusters Score -5932142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5932149.000000 Penalty: 5332.583984
	Iteration 51Q: 3 clusters Score -5932149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5932141.000000 Penalty: 5332.583984
	Iteration 52Q: 3 clusters Score -5932141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5932143.000000 Penalty: 5332.583984
	Iteration 53Q: 3 clusters Score -5932143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5932151.000000 Penalty: 5332.583984
	Iteration 54Q: 3 clusters Score -5932151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5932146.000000 Penalty: 5332.583984
	Iteration 55Q: 3 clusters Score -5932146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5932146.000000 Penalty: 5332.583984
	Iteration 56F: 3 clusters Score -5932146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -126680.414062 Penalty: 1724.986938
	Iteration 0F: 2 clusters Score -126680.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -124670.351562 Penalty: 3449.973877
	Iteration 0F: 3 clusters Score -124670.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -124957.937500 Penalty: 3449.973877
	Iteration 1F: 3 clusters Score -124957.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -125026.148438 Penalty: 3449.973877
	Iteration 2F: 3 clusters Score -125026.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -125066.945312 Penalty: 3449.973877
	Iteration 3Q: 3 clusters Score -125066.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -125084.359375 Penalty: 3449.973877
	Iteration 4Q: 3 clusters Score -125084.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -125101.015625 Penalty: 3449.973877
	Iteration 5Q: 3 clusters Score -125101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -125116.289062 Penalty: 3449.973877
	Iteration 6Q: 3 clusters Score -125116.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -125126.437500 Penalty: 3449.973877
	Iteration 7Q: 3 clusters Score -125126.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -125131.125000 Penalty: 3449.973877
	Iteration 8Q: 3 clusters Score -125131.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -125134.085938 Penalty: 3449.973877
	Iteration 9Q: 3 clusters Score -125134.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -125136.757812 Penalty: 3449.973877
	Iteration 10Q: 3 clusters Score -125136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -125139.023438 Penalty: 3449.973877
	Iteration 11Q: 3 clusters Score -125139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -125141.875000 Penalty: 3449.973877
	Iteration 12Q: 3 clusters Score -125141.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -125141.875000 Penalty: 3449.973877
	Iteration 13F: 3 clusters Score -125141.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56884 members 
Entering Unmasked Estep 
Score: -6965435.000000 Penalty: 2715.294922
	Iteration 0F: 2 clusters Score -6965435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -6927232.000000 Penalty: 5430.589844
	Iteration 0F: 3 clusters Score -6927232 nChanged 26370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -6942036.500000 Penalty: 5430.589844
	Iteration 1F: 3 clusters Score -6942036 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -6942612.000000 Penalty: 5430.589844
	Iteration 2Q: 3 clusters Score -6942612 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -6943280.500000 Penalty: 5430.589844
	Iteration 3Q: 3 clusters Score -6943280 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -6944294.000000 Penalty: 5430.589844
	Iteration 4Q: 3 clusters Score -6944294 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -6946018.500000 Penalty: 5430.589844
	Iteration 5F: 3 clusters Score -6946018 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -6949049.000000 Penalty: 5430.589844
	Iteration 6F: 3 clusters Score -6949049 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -6953318.000000 Penalty: 5430.589844
	Iteration 7F: 3 clusters Score -6953318 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -6957838.500000 Penalty: 5430.589844
	Iteration 8F: 3 clusters Score -6957838 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -6961061.000000 Penalty: 5430.589844
	Iteration 9F: 3 clusters Score -6961061 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -6962534.000000 Penalty: 5430.589844
	Iteration 10Q: 3 clusters Score -6962534 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -6962980.500000 Penalty: 5430.589844
	Iteration 11Q: 3 clusters Score -6962980 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 56639 members 
Entering Unmasked Estep 
Score: -6963155.500000 Penalty: 5430.589844
	Iteration 12Q: 3 clusters Score -6963156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -6963243.500000 Penalty: 5430.589844
	Iteration 13Q: 3 clusters Score -6963244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -6963302.000000 Penalty: 5430.589844
	Iteration 14Q: 3 clusters Score -6963302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -6963329.000000 Penalty: 5430.589844
	Iteration 15Q: 3 clusters Score -6963329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -6963337.500000 Penalty: 5430.589844
	Iteration 16Q: 3 clusters Score -6963338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -6963347.500000 Penalty: 5430.589844
	Iteration 17Q: 3 clusters Score -6963348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 56722 members 
Entering Unmasked Estep 
Score: -6963351.500000 Penalty: 5430.589844
	Iteration 18Q: 3 clusters Score -6963352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 56721 members 
Entering Unmasked Estep 
Score: -6963356.500000 Penalty: 5430.589844
	Iteration 19Q: 3 clusters Score -6963356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -6963384.000000 Penalty: 5430.589844
	Iteration 20F: 3 clusters Score -6963384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -6963399.000000 Penalty: 5430.589844
	Iteration 21Q: 3 clusters Score -6963399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 56727 members 
Entering Unmasked Estep 
Score: -6963414.500000 Penalty: 5430.589844
	Iteration 22Q: 3 clusters Score -6963414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -6963432.500000 Penalty: 5430.589844
	Iteration 23Q: 3 clusters Score -6963432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -6963441.000000 Penalty: 5430.589844
	Iteration 24Q: 3 clusters Score -6963441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -6963454.500000 Penalty: 5430.589844
	Iteration 25Q: 3 clusters Score -6963454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -6963461.500000 Penalty: 5430.589844
	Iteration 26Q: 3 clusters Score -6963462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -6963463.000000 Penalty: 5430.589844
	Iteration 27Q: 3 clusters Score -6963463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -6963466.500000 Penalty: 5430.589844
	Iteration 28Q: 3 clusters Score -6963466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -6963466.500000 Penalty: 5430.589844
	Iteration 29F: 3 clusters Score -6963466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (165485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165485 members 
Entering Unmasked Estep 
Score: -20878692.000000 Penalty: 2980.125732
	Iteration 0F: 2 clusters Score -2.087869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82503 members 
Mstep: Class 2 contains 82982 members 
Entering Unmasked Estep 
Score: -20767640.000000 Penalty: 5960.251465
	Iteration 0F: 3 clusters Score -2.076764e+07 nChanged 79163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78978 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -20813874.000000 Penalty: 5960.251465
	Iteration 1F: 3 clusters Score -2.081387e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76660 members 
Mstep: Class 2 contains 88825 members 
Entering Unmasked Estep 
Score: -20814814.000000 Penalty: 5960.251465
	Iteration 2Q: 3 clusters Score -2.081481e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 92465 members 
Entering Unmasked Estep 
Score: -20816162.000000 Penalty: 5960.251465
	Iteration 3Q: 3 clusters Score -2.081616e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67552 members 
Mstep: Class 2 contains 97933 members 
Entering Unmasked Estep 
Score: -20818544.000000 Penalty: 5960.251465
	Iteration 4Q: 3 clusters Score -2.081854e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 105993 members 
Entering Unmasked Estep 
Score: -20823052.000000 Penalty: 5960.251465
	Iteration 5F: 3 clusters Score -2.082305e+07 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 117326 members 
Entering Unmasked Estep 
Score: -20831466.000000 Penalty: 5960.251465
	Iteration 6F: 3 clusters Score -2.083147e+07 nChanged 14395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 131423 members 
Entering Unmasked Estep 
Score: -20844154.000000 Penalty: 5960.251465
	Iteration 7F: 3 clusters Score -2.084415e+07 nChanged 14458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 145609 members 
Entering Unmasked Estep 
Score: -20858878.000000 Penalty: 5960.251465
	Iteration 8F: 3 clusters Score -2.085888e+07 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 155722 members 
Entering Unmasked Estep 
Score: -20869270.000000 Penalty: 5960.251465
	Iteration 9F: 3 clusters Score -2.086927e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 160641 members 
Entering Unmasked Estep 
Score: -20873980.000000 Penalty: 5960.251465
	Iteration 10Q: 3 clusters Score -2.087398e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 162425 members 
Entering Unmasked Estep 
Score: -20876010.000000 Penalty: 5960.251465
	Iteration 11Q: 3 clusters Score -2.087601e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 162904 members 
Entering Unmasked Estep 
Score: -20876978.000000 Penalty: 5960.251465
	Iteration 12Q: 3 clusters Score -2.087698e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 162949 members 
Entering Unmasked Estep 
Score: -20877360.000000 Penalty: 5960.251465
	Iteration 13Q: 3 clusters Score -2.087736e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 162926 members 
Entering Unmasked Estep 
Score: -20877526.000000 Penalty: 5960.251465
	Iteration 14Q: 3 clusters Score -2.087753e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 162893 members 
Entering Unmasked Estep 
Score: -20877630.000000 Penalty: 5960.251465
	Iteration 15Q: 3 clusters Score -2.087763e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 162845 members 
Entering Unmasked Estep 
Score: -20877720.000000 Penalty: 5960.251465
	Iteration 16Q: 3 clusters Score -2.087772e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 162784 members 
Entering Unmasked Estep 
Score: -20877798.000000 Penalty: 5960.251465
	Iteration 17Q: 3 clusters Score -2.08778e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 162713 members 
Entering Unmasked Estep 
Score: -20877794.000000 Penalty: 5960.251465
	Iteration 18Q: 3 clusters Score -2.087779e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 162628 members 
Entering Unmasked Estep 
Score: -20877828.000000 Penalty: 5960.251465
	Iteration 19Q: 3 clusters Score -2.087783e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 162556 members 
Entering Unmasked Estep 
Score: -20877862.000000 Penalty: 5960.251465
	Iteration 20F: 3 clusters Score -2.087786e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 162502 members 
Entering Unmasked Estep 
Score: -20877896.000000 Penalty: 5960.251465
	Iteration 21Q: 3 clusters Score -2.08779e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 162451 members 
Entering Unmasked Estep 
Score: -20877960.000000 Penalty: 5960.251465
	Iteration 22Q: 3 clusters Score -2.087796e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 162406 members 
Entering Unmasked Estep 
Score: -20877996.000000 Penalty: 5960.251465
	Iteration 23Q: 3 clusters Score -2.0878e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 162359 members 
Entering Unmasked Estep 
Score: -20878012.000000 Penalty: 5960.251465
	Iteration 24Q: 3 clusters Score -2.087801e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 162325 members 
Entering Unmasked Estep 
Score: -20878006.000000 Penalty: 5960.251465
	Iteration 25Q: 3 clusters Score -2.087801e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 162295 members 
Entering Unmasked Estep 
Score: -20878022.000000 Penalty: 5960.251465
	Iteration 26Q: 3 clusters Score -2.087802e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 162271 members 
Entering Unmasked Estep 
Score: -20878026.000000 Penalty: 5960.251465
	Iteration 27Q: 3 clusters Score -2.087803e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 162244 members 
Entering Unmasked Estep 
Score: -20878024.000000 Penalty: 5960.251465
	Iteration 28Q: 3 clusters Score -2.087802e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 162206 members 
Entering Unmasked Estep 
Score: -20878044.000000 Penalty: 5960.251465
	Iteration 29Q: 3 clusters Score -2.087804e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 162173 members 
Entering Unmasked Estep 
Score: -20878044.000000 Penalty: 5960.251465
	Iteration 30Q: 3 clusters Score -2.087804e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 162146 members 
Entering Unmasked Estep 
Score: -20878062.000000 Penalty: 5960.251465
	Iteration 31Q: 3 clusters Score -2.087806e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 162117 members 
Entering Unmasked Estep 
Score: -20878056.000000 Penalty: 5960.251465
	Iteration 32Q: 3 clusters Score -2.087806e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 162101 members 
Entering Unmasked Estep 
Score: -20878048.000000 Penalty: 5960.251465
	Iteration 33Q: 3 clusters Score -2.087805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 162088 members 
Entering Unmasked Estep 
Score: -20878076.000000 Penalty: 5960.251465
	Iteration 34Q: 3 clusters Score -2.087808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 162077 members 
Entering Unmasked Estep 
Score: -20878078.000000 Penalty: 5960.251465
	Iteration 35Q: 3 clusters Score -2.087808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 162065 members 
Entering Unmasked Estep 
Score: -20878074.000000 Penalty: 5960.251465
	Iteration 36Q: 3 clusters Score -2.087807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 162057 members 
Entering Unmasked Estep 
Score: -20878084.000000 Penalty: 5960.251465
	Iteration 37Q: 3 clusters Score -2.087808e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 162048 members 
Entering Unmasked Estep 
Score: -20878068.000000 Penalty: 5960.251465
	Iteration 38Q: 3 clusters Score -2.087807e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 162037 members 
Entering Unmasked Estep 
Score: -20878078.000000 Penalty: 5960.251465
	Iteration 39Q: 3 clusters Score -2.087808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 162027 members 
Entering Unmasked Estep 
Score: -20878104.000000 Penalty: 5960.251465
	Iteration 40F: 3 clusters Score -2.08781e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 162018 members 
Entering Unmasked Estep 
Score: -20878088.000000 Penalty: 5960.251465
	Iteration 41Q: 3 clusters Score -2.087809e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 162008 members 
Entering Unmasked Estep 
Score: -20878082.000000 Penalty: 5960.251465
	Iteration 42Q: 3 clusters Score -2.087808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 162002 members 
Entering Unmasked Estep 
Score: -20878100.000000 Penalty: 5960.251465
	Iteration 43Q: 3 clusters Score -2.08781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 161997 members 
Entering Unmasked Estep 
Score: -20878100.000000 Penalty: 5960.251465
	Iteration 44Q: 3 clusters Score -2.08781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 161995 members 
Entering Unmasked Estep 
Score: -20878096.000000 Penalty: 5960.251465
	Iteration 45Q: 3 clusters Score -2.08781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 161994 members 
Entering Unmasked Estep 
Score: -20878078.000000 Penalty: 5960.251465
	Iteration 46Q: 3 clusters Score -2.087808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 161990 members 
Entering Unmasked Estep 
Score: -20878078.000000 Penalty: 5960.251465
	Iteration 47Q: 3 clusters Score -2.087808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 161988 members 
Entering Unmasked Estep 
Score: -20878082.000000 Penalty: 5960.251465
	Iteration 48Q: 3 clusters Score -2.087808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 161986 members 
Entering Unmasked Estep 
Score: -20878082.000000 Penalty: 5960.251465
	Iteration 49Q: 3 clusters Score -2.087808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 161983 members 
Entering Unmasked Estep 
Score: -20878088.000000 Penalty: 5960.251465
	Iteration 50Q: 3 clusters Score -2.087809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 161980 members 
Entering Unmasked Estep 
Score: -20878104.000000 Penalty: 5960.251465
	Iteration 51Q: 3 clusters Score -2.08781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 161978 members 
Entering Unmasked Estep 
Score: -20878110.000000 Penalty: 5960.251465
	Iteration 52Q: 3 clusters Score -2.087811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 161977 members 
Entering Unmasked Estep 
Score: -20878104.000000 Penalty: 5960.251465
	Iteration 53Q: 3 clusters Score -2.08781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 161975 members 
Entering Unmasked Estep 
Score: -20878100.000000 Penalty: 5960.251465
	Iteration 54Q: 3 clusters Score -2.08781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 161973 members 
Entering Unmasked Estep 
Score: -20878096.000000 Penalty: 5960.251465
	Iteration 55Q: 3 clusters Score -2.08781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 161970 members 
Entering Unmasked Estep 
Score: -20878098.000000 Penalty: 5960.251465
	Iteration 56Q: 3 clusters Score -2.08781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 161967 members 
Entering Unmasked Estep 
Score: -20878112.000000 Penalty: 5960.251465
	Iteration 57Q: 3 clusters Score -2.087811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 161963 members 
Entering Unmasked Estep 
Score: -20878112.000000 Penalty: 5960.251465
	Iteration 58Q: 3 clusters Score -2.087811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 161961 members 
Entering Unmasked Estep 
Score: -20878108.000000 Penalty: 5960.251465
	Iteration 59Q: 3 clusters Score -2.087811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 161959 members 
Entering Unmasked Estep 
Score: -20878112.000000 Penalty: 5960.251465
	Iteration 60F: 3 clusters Score -2.087811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 161957 members 
Entering Unmasked Estep 
Score: -20878110.000000 Penalty: 5960.251465
	Iteration 61Q: 3 clusters Score -2.087811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 161951 members 
Entering Unmasked Estep 
Score: -20878094.000000 Penalty: 5960.251465
	Iteration 62Q: 3 clusters Score -2.087809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 161941 members 
Entering Unmasked Estep 
Score: -20878078.000000 Penalty: 5960.251465
	Iteration 63Q: 3 clusters Score -2.087808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 161934 members 
Entering Unmasked Estep 
Score: -20878070.000000 Penalty: 5960.251465
	Iteration 64Q: 3 clusters Score -2.087807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 161929 members 
Entering Unmasked Estep 
Score: -20878076.000000 Penalty: 5960.251465
	Iteration 65Q: 3 clusters Score -2.087808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 161920 members 
Entering Unmasked Estep 
Score: -20878072.000000 Penalty: 5960.251465
	Iteration 66Q: 3 clusters Score -2.087807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 161910 members 
Entering Unmasked Estep 
Score: -20878092.000000 Penalty: 5960.251465
	Iteration 67Q: 3 clusters Score -2.087809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 161907 members 
Entering Unmasked Estep 
Score: -20878086.000000 Penalty: 5960.251465
	Iteration 68Q: 3 clusters Score -2.087809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 161903 members 
Entering Unmasked Estep 
Score: -20878096.000000 Penalty: 5960.251465
	Iteration 69Q: 3 clusters Score -2.08781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 161899 members 
Entering Unmasked Estep 
Score: -20878088.000000 Penalty: 5960.251465
	Iteration 70Q: 3 clusters Score -2.087809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 161898 members 
Entering Unmasked Estep 
Score: -20878086.000000 Penalty: 5960.251465
	Iteration 71Q: 3 clusters Score -2.087809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 161898 members 
Entering Unmasked Estep 
Score: -20878086.000000 Penalty: 5960.251465
	Iteration 72F: 3 clusters Score -2.087809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Entering Unmasked Estep 
Score: -285053.062500 Penalty: 1927.015381
	Iteration 0F: 2 clusters Score -285053.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -282168.687500 Penalty: 3854.030762
	Iteration 0F: 3 clusters Score -282168.7 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -282719.218750 Penalty: 3854.030762
	Iteration 1F: 3 clusters Score -282719.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -282857.843750 Penalty: 3854.030762
	Iteration 2F: 3 clusters Score -282857.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -282948.843750 Penalty: 3854.030762
	Iteration 3Q: 3 clusters Score -282948.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -283003.187500 Penalty: 3854.030762
	Iteration 4Q: 3 clusters Score -283003.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -283058.593750 Penalty: 3854.030762
	Iteration 5Q: 3 clusters Score -283058.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -283117.156250 Penalty: 3854.030762
	Iteration 6Q: 3 clusters Score -283117.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -283168.937500 Penalty: 3854.030762
	Iteration 7Q: 3 clusters Score -283168.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -283237.406250 Penalty: 3854.030762
	Iteration 8Q: 3 clusters Score -283237.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -283296.156250 Penalty: 3854.030762
	Iteration 9Q: 3 clusters Score -283296.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -283355.656250 Penalty: 3854.030762
	Iteration 10Q: 3 clusters Score -283355.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -283399.843750 Penalty: 3854.030762
	Iteration 11Q: 3 clusters Score -283399.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -283469.500000 Penalty: 3854.030762
	Iteration 12Q: 3 clusters Score -283469.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -283545.812500 Penalty: 3854.030762
	Iteration 13Q: 3 clusters Score -283545.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -283619.093750 Penalty: 3854.030762
	Iteration 14Q: 3 clusters Score -283619.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -283697.687500 Penalty: 3854.030762
	Iteration 15Q: 3 clusters Score -283697.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -283791.406250 Penalty: 3854.030762
	Iteration 16Q: 3 clusters Score -283791.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -283860.593750 Penalty: 3854.030762
	Iteration 17Q: 3 clusters Score -283860.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -283928.343750 Penalty: 3854.030762
	Iteration 18Q: 3 clusters Score -283928.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -284017.093750 Penalty: 3854.030762
	Iteration 19Q: 3 clusters Score -284017.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -284116.906250 Penalty: 3854.030762
	Iteration 20F: 3 clusters Score -284116.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -284216.843750 Penalty: 3854.030762
	Iteration 21Q: 3 clusters Score -284216.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -284320.187500 Penalty: 3854.030762
	Iteration 22Q: 3 clusters Score -284320.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -284430.031250 Penalty: 3854.030762
	Iteration 23Q: 3 clusters Score -284430 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -284517.781250 Penalty: 3854.030762
	Iteration 24Q: 3 clusters Score -284517.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -284585.593750 Penalty: 3854.030762
	Iteration 25Q: 3 clusters Score -284585.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -284621.750000 Penalty: 3854.030762
	Iteration 26Q: 3 clusters Score -284621.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -284637.375000 Penalty: 3854.030762
	Iteration 27Q: 3 clusters Score -284637.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -284642.093750 Penalty: 3854.030762
	Iteration 28Q: 3 clusters Score -284642.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -284646.593750 Penalty: 3854.030762
	Iteration 29Q: 3 clusters Score -284646.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -284650.812500 Penalty: 3854.030762
	Iteration 30Q: 3 clusters Score -284650.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -284652.656250 Penalty: 3854.030762
	Iteration 31Q: 3 clusters Score -284652.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -284653.656250 Penalty: 3854.030762
	Iteration 32Q: 3 clusters Score -284653.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -284653.906250 Penalty: 3854.030762
	Iteration 33Q: 3 clusters Score -284653.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -284653.906250 Penalty: 3854.030762
	Iteration 34F: 3 clusters Score -284653.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Entering Unmasked Estep 
Score: -4459637.500000 Penalty: 2594.800049
	Iteration 0F: 2 clusters Score -4459638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -4435845.000000 Penalty: 5189.600098
	Iteration 0F: 3 clusters Score -4435845 nChanged 15837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -4444445.000000 Penalty: 5189.600098
	Iteration 1F: 3 clusters Score -4444445 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -4444875.000000 Penalty: 5189.600098
	Iteration 2Q: 3 clusters Score -4444875 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -4445356.000000 Penalty: 5189.600098
	Iteration 3Q: 3 clusters Score -4445356 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -4445878.500000 Penalty: 5189.600098
	Iteration 4Q: 3 clusters Score -4445878 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -4446542.000000 Penalty: 5189.600098
	Iteration 5Q: 3 clusters Score -4446542 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -4447326.500000 Penalty: 5189.600098
	Iteration 6Q: 3 clusters Score -4447326 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -4448394.500000 Penalty: 5189.600098
	Iteration 7F: 3 clusters Score -4448394 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -4449862.000000 Penalty: 5189.600098
	Iteration 8F: 3 clusters Score -4449862 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -4451778.500000 Penalty: 5189.600098
	Iteration 9F: 3 clusters Score -4451778 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -4453705.000000 Penalty: 5189.600098
	Iteration 10F: 3 clusters Score -4453705 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -4454906.500000 Penalty: 5189.600098
	Iteration 11Q: 3 clusters Score -4454906 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -4455373.000000 Penalty: 5189.600098
	Iteration 12Q: 3 clusters Score -4455373 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -4455557.500000 Penalty: 5189.600098
	Iteration 13Q: 3 clusters Score -4455558 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -4455702.500000 Penalty: 5189.600098
	Iteration 14Q: 3 clusters Score -4455702 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -4455800.000000 Penalty: 5189.600098
	Iteration 15Q: 3 clusters Score -4455800 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -4455902.000000 Penalty: 5189.600098
	Iteration 16Q: 3 clusters Score -4455902 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -4455988.500000 Penalty: 5189.600098
	Iteration 17Q: 3 clusters Score -4455988 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -4456048.500000 Penalty: 5189.600098
	Iteration 18Q: 3 clusters Score -4456048 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -4456145.000000 Penalty: 5189.600098
	Iteration 19Q: 3 clusters Score -4456145 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -4456212.000000 Penalty: 5189.600098
	Iteration 20F: 3 clusters Score -4456212 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -4456263.000000 Penalty: 5189.600098
	Iteration 21Q: 3 clusters Score -4456263 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -4456352.000000 Penalty: 5189.600098
	Iteration 22Q: 3 clusters Score -4456352 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -4456408.000000 Penalty: 5189.600098
	Iteration 23Q: 3 clusters Score -4456408 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -4456445.000000 Penalty: 5189.600098
	Iteration 24Q: 3 clusters Score -4456445 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -4456519.000000 Penalty: 5189.600098
	Iteration 25Q: 3 clusters Score -4456519 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -4456579.500000 Penalty: 5189.600098
	Iteration 26Q: 3 clusters Score -4456580 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -4456612.500000 Penalty: 5189.600098
	Iteration 27Q: 3 clusters Score -4456612 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -4456682.000000 Penalty: 5189.600098
	Iteration 28Q: 3 clusters Score -4456682 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -4456727.500000 Penalty: 5189.600098
	Iteration 29Q: 3 clusters Score -4456728 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -4456779.500000 Penalty: 5189.600098
	Iteration 30Q: 3 clusters Score -4456780 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -4456844.500000 Penalty: 5189.600098
	Iteration 31Q: 3 clusters Score -4456844 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -4456874.500000 Penalty: 5189.600098
	Iteration 32Q: 3 clusters Score -4456874 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -4456895.000000 Penalty: 5189.600098
	Iteration 33Q: 3 clusters Score -4456895 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -4456937.000000 Penalty: 5189.600098
	Iteration 34Q: 3 clusters Score -4456937 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -4456977.500000 Penalty: 5189.600098
	Iteration 35Q: 3 clusters Score -4456978 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -4457038.500000 Penalty: 5189.600098
	Iteration 36Q: 3 clusters Score -4457038 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -4457081.000000 Penalty: 5189.600098
	Iteration 37Q: 3 clusters Score -4457081 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -4457126.500000 Penalty: 5189.600098
	Iteration 38Q: 3 clusters Score -4457126 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -4457158.000000 Penalty: 5189.600098
	Iteration 39Q: 3 clusters Score -4457158 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -4457193.000000 Penalty: 5189.600098
	Iteration 40F: 3 clusters Score -4457193 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -4457237.000000 Penalty: 5189.600098
	Iteration 41Q: 3 clusters Score -4457237 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -4457263.000000 Penalty: 5189.600098
	Iteration 42Q: 3 clusters Score -4457263 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -4457312.000000 Penalty: 5189.600098
	Iteration 43Q: 3 clusters Score -4457312 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -4457333.000000 Penalty: 5189.600098
	Iteration 44Q: 3 clusters Score -4457333 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4457352.500000 Penalty: 5189.600098
	Iteration 45Q: 3 clusters Score -4457352 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4457389.000000 Penalty: 5189.600098
	Iteration 46Q: 3 clusters Score -4457389 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -4457413.500000 Penalty: 5189.600098
	Iteration 47Q: 3 clusters Score -4457414 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4457438.000000 Penalty: 5189.600098
	Iteration 48Q: 3 clusters Score -4457438 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -4457470.000000 Penalty: 5189.600098
	Iteration 49Q: 3 clusters Score -4457470 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4457501.500000 Penalty: 5189.600098
	Iteration 50Q: 3 clusters Score -4457502 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4457518.000000 Penalty: 5189.600098
	Iteration 51Q: 3 clusters Score -4457518 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -4457543.000000 Penalty: 5189.600098
	Iteration 52Q: 3 clusters Score -4457543 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4457550.000000 Penalty: 5189.600098
	Iteration 53Q: 3 clusters Score -4457550 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4457576.000000 Penalty: 5189.600098
	Iteration 54Q: 3 clusters Score -4457576 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4457579.500000 Penalty: 5189.600098
	Iteration 55Q: 3 clusters Score -4457580 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4457596.000000 Penalty: 5189.600098
	Iteration 56Q: 3 clusters Score -4457596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4457606.000000 Penalty: 5189.600098
	Iteration 57Q: 3 clusters Score -4457606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4457608.500000 Penalty: 5189.600098
	Iteration 58Q: 3 clusters Score -4457608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4457612.500000 Penalty: 5189.600098
	Iteration 59Q: 3 clusters Score -4457612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4457625.000000 Penalty: 5189.600098
	Iteration 60F: 3 clusters Score -4457625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4457622.000000 Penalty: 5189.600098
	Iteration 61Q: 3 clusters Score -4457622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4457638.000000 Penalty: 5189.600098
	Iteration 62Q: 3 clusters Score -4457638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4457648.000000 Penalty: 5189.600098
	Iteration 63Q: 3 clusters Score -4457648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4457654.000000 Penalty: 5189.600098
	Iteration 64Q: 3 clusters Score -4457654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4457674.000000 Penalty: 5189.600098
	Iteration 65Q: 3 clusters Score -4457674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4457685.500000 Penalty: 5189.600098
	Iteration 66Q: 3 clusters Score -4457686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4457698.500000 Penalty: 5189.600098
	Iteration 67Q: 3 clusters Score -4457698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4457699.000000 Penalty: 5189.600098
	Iteration 68Q: 3 clusters Score -4457699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4457706.000000 Penalty: 5189.600098
	Iteration 69Q: 3 clusters Score -4457706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4457702.000000 Penalty: 5189.600098
	Iteration 70Q: 3 clusters Score -4457702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4457711.500000 Penalty: 5189.600098
	Iteration 71Q: 3 clusters Score -4457712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4457713.500000 Penalty: 5189.600098
	Iteration 72Q: 3 clusters Score -4457714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4457710.500000 Penalty: 5189.600098
	Iteration 73Q: 3 clusters Score -4457710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4457720.000000 Penalty: 5189.600098
	Iteration 74Q: 3 clusters Score -4457720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4457726.000000 Penalty: 5189.600098
	Iteration 75Q: 3 clusters Score -4457726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4457730.000000 Penalty: 5189.600098
	Iteration 76Q: 3 clusters Score -4457730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4457733.000000 Penalty: 5189.600098
	Iteration 77Q: 3 clusters Score -4457733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4457745.000000 Penalty: 5189.600098
	Iteration 78Q: 3 clusters Score -4457745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4457746.000000 Penalty: 5189.600098
	Iteration 79Q: 3 clusters Score -4457746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4457754.000000 Penalty: 5189.600098
	Iteration 80F: 3 clusters Score -4457754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4457746.000000 Penalty: 5189.600098
	Iteration 81Q: 3 clusters Score -4457746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4457749.500000 Penalty: 5189.600098
	Iteration 82Q: 3 clusters Score -4457750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4457743.000000 Penalty: 5189.600098
	Iteration 83Q: 3 clusters Score -4457743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4457750.500000 Penalty: 5189.600098
	Iteration 84Q: 3 clusters Score -4457750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4457750.500000 Penalty: 5189.600098
	Iteration 85Q: 3 clusters Score -4457750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4457749.500000 Penalty: 5189.600098
	Iteration 86Q: 3 clusters Score -4457750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4457753.000000 Penalty: 5189.600098
	Iteration 87Q: 3 clusters Score -4457753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4457755.000000 Penalty: 5189.600098
	Iteration 88Q: 3 clusters Score -4457755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4457754.000000 Penalty: 5189.600098
	Iteration 89Q: 3 clusters Score -4457754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4457752.000000 Penalty: 5189.600098
	Iteration 90Q: 3 clusters Score -4457752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4457755.500000 Penalty: 5189.600098
	Iteration 91Q: 3 clusters Score -4457756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4457756.000000 Penalty: 5189.600098
	Iteration 92Q: 3 clusters Score -4457756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4457758.000000 Penalty: 5189.600098
	Iteration 93Q: 3 clusters Score -4457758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4457755.500000 Penalty: 5189.600098
	Iteration 94Q: 3 clusters Score -4457756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4457758.500000 Penalty: 5189.600098
	Iteration 95Q: 3 clusters Score -4457758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4457752.000000 Penalty: 5189.600098
	Iteration 96Q: 3 clusters Score -4457752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4457748.500000 Penalty: 5189.600098
	Iteration 97Q: 3 clusters Score -4457748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4457756.000000 Penalty: 5189.600098
	Iteration 98Q: 3 clusters Score -4457756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4457757.500000 Penalty: 5189.600098
	Iteration 99Q: 3 clusters Score -4457758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4457755.500000 Penalty: 5189.600098
	Iteration 100F: 3 clusters Score -4457756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -62760.960938 Penalty: 1610.825806
	Iteration 0F: 2 clusters Score -62760.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61241.882812 Penalty: 3221.651611
	Iteration 0F: 3 clusters Score -61241.88 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -61949.500000 Penalty: 3221.651611
	Iteration 1F: 3 clusters Score -61949.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -62317.796875 Penalty: 3221.651611
	Iteration 2F: 3 clusters Score -62317.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -62676.722656 Penalty: 3221.651611
	Iteration 3F: 3 clusters Score -62676.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -63100.835938 Penalty: 3221.651611
	Iteration 4Q: 3 clusters Score -63100.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -63623.621094 Penalty: 3221.651611
	Iteration 5Q: 3 clusters Score -63623.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -63868.945312 Penalty: 3221.651611
	Iteration 6Q: 3 clusters Score -63868.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -64118.941406 Penalty: 3221.651611
	Iteration 7Q: 3 clusters Score -64118.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -64288.574219 Penalty: 3221.651611
	Iteration 8Q: 3 clusters Score -64288.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -64304.160156 Penalty: 3221.651611
	Iteration 9Q: 3 clusters Score -64304.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -64328.367188 Penalty: 3221.651611
	Iteration 10Q: 3 clusters Score -64328.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -64334.464844 Penalty: 3221.651611
	Iteration 11Q: 3 clusters Score -64334.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -64336.406250 Penalty: 3221.651611
	Iteration 12Q: 3 clusters Score -64336.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -64338.578125 Penalty: 3221.651611
	Iteration 13Q: 3 clusters Score -64338.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -64343.515625 Penalty: 3221.651611
	Iteration 14Q: 3 clusters Score -64343.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -64355.035156 Penalty: 3221.651611
	Iteration 15Q: 3 clusters Score -64355.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -64364.253906 Penalty: 3221.651611
	Iteration 16Q: 3 clusters Score -64364.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -64385.808594 Penalty: 3221.651611
	Iteration 17Q: 3 clusters Score -64385.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -64406.949219 Penalty: 3221.651611
	Iteration 18Q: 3 clusters Score -64406.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -64435.917969 Penalty: 3221.651611
	Iteration 19Q: 3 clusters Score -64435.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -64508.875000 Penalty: 3221.651611
	Iteration 20F: 3 clusters Score -64508.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -64524.566406 Penalty: 3221.651611
	Iteration 21Q: 3 clusters Score -64524.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -64562.753906 Penalty: 3221.651611
	Iteration 22Q: 3 clusters Score -64562.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -64626.699219 Penalty: 3221.651611
	Iteration 23Q: 3 clusters Score -64626.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -64626.699219 Penalty: 3221.651611
	Iteration 24F: 3 clusters Score -64626.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 47425 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 212 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 118222 members 
Mstep: Class 9 contains 308267 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46685 members 
Mstep: Class 12 contains 1049 members 
Mstep: Class 13 contains 56884 members 
Mstep: Class 14 contains 165485 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34993 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 121887 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 482 members 
Mstep: Class 21 contains 40385 members 
Entering Unmasked Estep 
Score: -119296744.000000 Penalty: 71765.531250
Splitting cluster 17 changes total score from -119296776.000000 to -119296744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (121887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121887 members 
Entering Unmasked Estep 
Score: -15395387.000000 Penalty: 2904.290771
	Iteration 0F: 2 clusters Score -1.539539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
Score: -15314097.000000 Penalty: 5808.581543
	Iteration 0F: 3 clusters Score -1.53141e+07 nChanged 57746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 59780 members 
Entering Unmasked Estep 
Score: -15347257.000000 Penalty: 5808.581543
	Iteration 1F: 3 clusters Score -1.534726e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 59284 members 
Entering Unmasked Estep 
Score: -15347875.000000 Penalty: 5808.581543
	Iteration 2Q: 3 clusters Score -1.534788e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 58479 members 
Entering Unmasked Estep 
Score: -15348571.000000 Penalty: 5808.581543
	Iteration 3Q: 3 clusters Score -1.534857e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64566 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -15349258.000000 Penalty: 5808.581543
	Iteration 4Q: 3 clusters Score -1.534926e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66373 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -15350202.000000 Penalty: 5808.581543
	Iteration 5Q: 3 clusters Score -1.53502e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68980 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -15351552.000000 Penalty: 5808.581543
	Iteration 6Q: 3 clusters Score -1.535155e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -15353681.000000 Penalty: 5808.581543
	Iteration 7Q: 3 clusters Score -1.535368e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77880 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -15356986.000000 Penalty: 5808.581543
	Iteration 8Q: 3 clusters Score -1.535699e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84735 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -15362182.000000 Penalty: 5808.581543
	Iteration 9F: 3 clusters Score -1.536218e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92703 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -15368983.000000 Penalty: 5808.581543
	Iteration 10F: 3 clusters Score -1.536898e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100369 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -15375414.000000 Penalty: 5808.581543
	Iteration 11F: 3 clusters Score -1.537541e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106747 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -15380750.000000 Penalty: 5808.581543
	Iteration 12F: 3 clusters Score -1.538075e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111601 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -15384818.000000 Penalty: 5808.581543
	Iteration 13Q: 3 clusters Score -1.538482e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115178 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -15387682.000000 Penalty: 5808.581543
	Iteration 14Q: 3 clusters Score -1.538768e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117713 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -15389645.000000 Penalty: 5808.581543
	Iteration 15Q: 3 clusters Score -1.538964e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119439 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -15391100.000000 Penalty: 5808.581543
	Iteration 16Q: 3 clusters Score -1.53911e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120446 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -15391911.000000 Penalty: 5808.581543
	Iteration 17Q: 3 clusters Score -1.539191e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120936 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -15392335.000000 Penalty: 5808.581543
	Iteration 18Q: 3 clusters Score -1.539234e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121185 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -15392541.000000 Penalty: 5808.581543
	Iteration 19Q: 3 clusters Score -1.539254e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121326 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -15392647.000000 Penalty: 5808.581543
	Iteration 20F: 3 clusters Score -1.539265e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121399 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -15392750.000000 Penalty: 5808.581543
	Iteration 21Q: 3 clusters Score -1.539275e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121438 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -15392794.000000 Penalty: 5808.581543
	Iteration 22Q: 3 clusters Score -1.539279e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121466 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -15392814.000000 Penalty: 5808.581543
	Iteration 23Q: 3 clusters Score -1.539281e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121495 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -15392839.000000 Penalty: 5808.581543
	Iteration 24Q: 3 clusters Score -1.539284e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121511 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -15392869.000000 Penalty: 5808.581543
	Iteration 25Q: 3 clusters Score -1.539287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121517 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -15392880.000000 Penalty: 5808.581543
	Iteration 26Q: 3 clusters Score -1.539288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121522 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -15392889.000000 Penalty: 5808.581543
	Iteration 27Q: 3 clusters Score -1.539289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121527 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -15392888.000000 Penalty: 5808.581543
	Iteration 28Q: 3 clusters Score -1.539289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121535 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -15392897.000000 Penalty: 5808.581543
	Iteration 29Q: 3 clusters Score -1.53929e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121545 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -15392934.000000 Penalty: 5808.581543
	Iteration 30Q: 3 clusters Score -1.539293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121551 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -15392956.000000 Penalty: 5808.581543
	Iteration 31Q: 3 clusters Score -1.539296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121556 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -15392944.000000 Penalty: 5808.581543
	Iteration 32Q: 3 clusters Score -1.539294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121560 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -15392962.000000 Penalty: 5808.581543
	Iteration 33Q: 3 clusters Score -1.539296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121560 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -15392955.000000 Penalty: 5808.581543
	Iteration 34Q: 3 clusters Score -1.539296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121559 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -15392957.000000 Penalty: 5808.581543
	Iteration 35Q: 3 clusters Score -1.539296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121559 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -15392957.000000 Penalty: 5808.581543
	Iteration 36F: 3 clusters Score -1.539296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Entering Unmasked Estep 
Score: -5143363.000000 Penalty: 2630.341064
	Iteration 0F: 2 clusters Score -5143363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -5116088.500000 Penalty: 5260.682129
	Iteration 0F: 3 clusters Score -5116088 nChanged 18496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -5126258.000000 Penalty: 5260.682129
	Iteration 1F: 3 clusters Score -5126258 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -5126963.500000 Penalty: 5260.682129
	Iteration 2Q: 3 clusters Score -5126964 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -5127710.500000 Penalty: 5260.682129
	Iteration 3Q: 3 clusters Score -5127710 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -5128752.500000 Penalty: 5260.682129
	Iteration 4Q: 3 clusters Score -5128752 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -5130063.500000 Penalty: 5260.682129
	Iteration 5F: 3 clusters Score -5130064 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -5131845.500000 Penalty: 5260.682129
	Iteration 6F: 3 clusters Score -5131846 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -5134038.000000 Penalty: 5260.682129
	Iteration 7F: 3 clusters Score -5134038 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -5136209.500000 Penalty: 5260.682129
	Iteration 8F: 3 clusters Score -5136210 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -5137561.000000 Penalty: 5260.682129
	Iteration 9Q: 3 clusters Score -5137561 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -5138131.500000 Penalty: 5260.682129
	Iteration 10Q: 3 clusters Score -5138132 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -5138405.500000 Penalty: 5260.682129
	Iteration 11Q: 3 clusters Score -5138406 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -5138628.000000 Penalty: 5260.682129
	Iteration 12Q: 3 clusters Score -5138628 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -5138811.000000 Penalty: 5260.682129
	Iteration 13Q: 3 clusters Score -5138811 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -5138977.500000 Penalty: 5260.682129
	Iteration 14Q: 3 clusters Score -5138978 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -5139114.000000 Penalty: 5260.682129
	Iteration 15Q: 3 clusters Score -5139114 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -5139247.500000 Penalty: 5260.682129
	Iteration 16Q: 3 clusters Score -5139248 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -5139348.000000 Penalty: 5260.682129
	Iteration 17Q: 3 clusters Score -5139348 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -5139449.000000 Penalty: 5260.682129
	Iteration 18Q: 3 clusters Score -5139449 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -5139574.500000 Penalty: 5260.682129
	Iteration 19Q: 3 clusters Score -5139574 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -5139686.000000 Penalty: 5260.682129
	Iteration 20F: 3 clusters Score -5139686 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -5139781.500000 Penalty: 5260.682129
	Iteration 21Q: 3 clusters Score -5139782 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -5139904.500000 Penalty: 5260.682129
	Iteration 22Q: 3 clusters Score -5139904 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -5140019.000000 Penalty: 5260.682129
	Iteration 23Q: 3 clusters Score -5140019 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -5140108.500000 Penalty: 5260.682129
	Iteration 24Q: 3 clusters Score -5140108 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -5140202.500000 Penalty: 5260.682129
	Iteration 25Q: 3 clusters Score -5140202 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -5140292.500000 Penalty: 5260.682129
	Iteration 26Q: 3 clusters Score -5140292 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -5140378.500000 Penalty: 5260.682129
	Iteration 27Q: 3 clusters Score -5140378 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -5140456.500000 Penalty: 5260.682129
	Iteration 28Q: 3 clusters Score -5140456 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -5140554.000000 Penalty: 5260.682129
	Iteration 29Q: 3 clusters Score -5140554 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -5140654.500000 Penalty: 5260.682129
	Iteration 30Q: 3 clusters Score -5140654 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -5140713.500000 Penalty: 5260.682129
	Iteration 31Q: 3 clusters Score -5140714 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -5140778.500000 Penalty: 5260.682129
	Iteration 32Q: 3 clusters Score -5140778 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -5140840.000000 Penalty: 5260.682129
	Iteration 33Q: 3 clusters Score -5140840 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -5140888.500000 Penalty: 5260.682129
	Iteration 34Q: 3 clusters Score -5140888 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -5140937.000000 Penalty: 5260.682129
	Iteration 35Q: 3 clusters Score -5140937 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -5140998.500000 Penalty: 5260.682129
	Iteration 36Q: 3 clusters Score -5140998 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -5141047.500000 Penalty: 5260.682129
	Iteration 37Q: 3 clusters Score -5141048 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -5141085.000000 Penalty: 5260.682129
	Iteration 38Q: 3 clusters Score -5141085 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -5141130.000000 Penalty: 5260.682129
	Iteration 39Q: 3 clusters Score -5141130 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -5141177.000000 Penalty: 5260.682129
	Iteration 40F: 3 clusters Score -5141177 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -5141194.500000 Penalty: 5260.682129
	Iteration 41Q: 3 clusters Score -5141194 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -5141246.000000 Penalty: 5260.682129
	Iteration 42Q: 3 clusters Score -5141246 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -5141276.000000 Penalty: 5260.682129
	Iteration 43Q: 3 clusters Score -5141276 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -5141315.000000 Penalty: 5260.682129
	Iteration 44Q: 3 clusters Score -5141315 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -5141337.500000 Penalty: 5260.682129
	Iteration 45Q: 3 clusters Score -5141338 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -5141351.500000 Penalty: 5260.682129
	Iteration 46Q: 3 clusters Score -5141352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -5141370.000000 Penalty: 5260.682129
	Iteration 47Q: 3 clusters Score -5141370 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -5141379.000000 Penalty: 5260.682129
	Iteration 48Q: 3 clusters Score -5141379 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -5141391.000000 Penalty: 5260.682129
	Iteration 49Q: 3 clusters Score -5141391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -5141400.500000 Penalty: 5260.682129
	Iteration 50Q: 3 clusters Score -5141400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -5141410.000000 Penalty: 5260.682129
	Iteration 51Q: 3 clusters Score -5141410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -5141409.500000 Penalty: 5260.682129
	Iteration 52Q: 3 clusters Score -5141410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -5141422.500000 Penalty: 5260.682129
	Iteration 53Q: 3 clusters Score -5141422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -5141428.500000 Penalty: 5260.682129
	Iteration 54Q: 3 clusters Score -5141428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -5141425.000000 Penalty: 5260.682129
	Iteration 55Q: 3 clusters Score -5141425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -5141442.500000 Penalty: 5260.682129
	Iteration 56Q: 3 clusters Score -5141442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -5141441.500000 Penalty: 5260.682129
	Iteration 57Q: 3 clusters Score -5141442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -5141449.000000 Penalty: 5260.682129
	Iteration 58Q: 3 clusters Score -5141449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -5141445.000000 Penalty: 5260.682129
	Iteration 59Q: 3 clusters Score -5141445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -5141448.000000 Penalty: 5260.682129
	Iteration 60F: 3 clusters Score -5141448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -5141454.000000 Penalty: 5260.682129
	Iteration 61Q: 3 clusters Score -5141454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -5141460.500000 Penalty: 5260.682129
	Iteration 62Q: 3 clusters Score -5141460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -5141465.500000 Penalty: 5260.682129
	Iteration 63Q: 3 clusters Score -5141466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -5141463.500000 Penalty: 5260.682129
	Iteration 64Q: 3 clusters Score -5141464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -5141469.000000 Penalty: 5260.682129
	Iteration 65Q: 3 clusters Score -5141469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -5141472.000000 Penalty: 5260.682129
	Iteration 66Q: 3 clusters Score -5141472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -5141487.500000 Penalty: 5260.682129
	Iteration 67Q: 3 clusters Score -5141488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -5141487.500000 Penalty: 5260.682129
	Iteration 68Q: 3 clusters Score -5141488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -5141485.500000 Penalty: 5260.682129
	Iteration 69Q: 3 clusters Score -5141486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -5141489.000000 Penalty: 5260.682129
	Iteration 70Q: 3 clusters Score -5141489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -5141491.500000 Penalty: 5260.682129
	Iteration 71Q: 3 clusters Score -5141492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -5141499.500000 Penalty: 5260.682129
	Iteration 72Q: 3 clusters Score -5141500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -5141507.000000 Penalty: 5260.682129
	Iteration 73Q: 3 clusters Score -5141507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -5141501.500000 Penalty: 5260.682129
	Iteration 74Q: 3 clusters Score -5141502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -5141511.000000 Penalty: 5260.682129
	Iteration 75Q: 3 clusters Score -5141511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -5141509.000000 Penalty: 5260.682129
	Iteration 76Q: 3 clusters Score -5141509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -5141506.000000 Penalty: 5260.682129
	Iteration 77Q: 3 clusters Score -5141506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -5141512.000000 Penalty: 5260.682129
	Iteration 78Q: 3 clusters Score -5141512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -5141507.500000 Penalty: 5260.682129
	Iteration 79Q: 3 clusters Score -5141508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -5141501.000000 Penalty: 5260.682129
	Iteration 80F: 3 clusters Score -5141501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -5141506.500000 Penalty: 5260.682129
	Iteration 81Q: 3 clusters Score -5141506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -5141518.000000 Penalty: 5260.682129
	Iteration 82Q: 3 clusters Score -5141518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -5141517.000000 Penalty: 5260.682129
	Iteration 83Q: 3 clusters Score -5141517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -5141521.000000 Penalty: 5260.682129
	Iteration 84Q: 3 clusters Score -5141521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -5141521.000000 Penalty: 5260.682129
	Iteration 85Q: 3 clusters Score -5141521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -5141523.000000 Penalty: 5260.682129
	Iteration 86Q: 3 clusters Score -5141523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -5141523.000000 Penalty: 5260.682129
	Iteration 87F: 3 clusters Score -5141523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 47425 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 212 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 118222 members 
Mstep: Class 9 contains 308267 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46685 members 
Mstep: Class 12 contains 1049 members 
Mstep: Class 13 contains 56884 members 
Mstep: Class 14 contains 165485 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34993 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 121887 members 
Mstep: Class 21 contains 40385 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 21 clusters Score -1.192968e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 47609 members 
Mstep: Class 3 contains 721 members 
Mstep: Class 4 contains 1748 members 
Mstep: Class 5 contains 213 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117954 members 
Mstep: Class 9 contains 308178 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46697 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 56901 members 
Mstep: Class 14 contains 165613 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34984 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 121911 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40381 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 21 clusters Score -1.192969e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 47761 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1747 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117719 members 
Mstep: Class 9 contains 308079 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46710 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 56912 members 
Mstep: Class 14 contains 165753 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34979 members 
Mstep: Class 17 contains 665 members 
Mstep: Class 18 contains 121936 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40378 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 21 clusters Score -1.192973e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 47903 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4383 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117543 members 
Mstep: Class 9 contains 307997 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46717 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 56921 members 
Mstep: Class 14 contains 165867 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34958 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 121958 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40369 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 21 clusters Score -1.192973e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 48036 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4384 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117355 members 
Mstep: Class 9 contains 307915 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46715 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 56934 members 
Mstep: Class 14 contains 165984 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34959 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 121961 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40374 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 21 clusters Score -1.192974e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 48146 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4384 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117183 members 
Mstep: Class 9 contains 307839 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46711 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 56943 members 
Mstep: Class 14 contains 166111 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34954 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 121975 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40372 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 21 clusters Score -1.192975e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 48251 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4385 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116977 members 
Mstep: Class 9 contains 307777 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46714 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 56955 members 
Mstep: Class 14 contains 166274 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34950 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 121963 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40372 members 
Entering Unmasked Estep 
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Iteration 125Q: 21 clusters Score -1.192974e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 48353 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4386 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116798 members 
Mstep: Class 9 contains 307727 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46717 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 56966 members 
Mstep: Class 14 contains 166416 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34942 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 121942 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40367 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 21 clusters Score -1.192974e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 48437 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4386 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116642 members 
Mstep: Class 9 contains 307620 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46715 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 56979 members 
Mstep: Class 14 contains 166625 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34933 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 121926 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40355 members 
Entering Unmasked Estep 
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Iteration 127Q: 21 clusters Score -1.192975e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 48520 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4387 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116492 members 
Mstep: Class 9 contains 307486 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46721 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 56987 members 
Mstep: Class 14 contains 166817 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34935 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 121933 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40343 members 
Entering Unmasked Estep 
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Iteration 128Q: 21 clusters Score -1.192975e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 48595 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116338 members 
Mstep: Class 9 contains 307349 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46718 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 56995 members 
Mstep: Class 14 contains 167027 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34936 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 121942 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40328 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 21 clusters Score -1.192974e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 48663 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116191 members 
Mstep: Class 9 contains 307190 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46716 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57009 members 
Mstep: Class 14 contains 167242 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34929 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 121958 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40321 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 21 clusters Score -1.192972e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 48715 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4398 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116069 members 
Mstep: Class 9 contains 307036 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46716 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57019 members 
Mstep: Class 14 contains 167461 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34921 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 121971 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40312 members 
Entering Unmasked Estep 
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Iteration 131Q: 21 clusters Score -1.192972e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 48752 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4402 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115964 members 
Mstep: Class 9 contains 306880 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46713 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57034 members 
Mstep: Class 14 contains 167680 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34918 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 121971 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40305 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 21 clusters Score -1.192973e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 48796 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4405 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115855 members 
Mstep: Class 9 contains 306737 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46710 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57054 members 
Mstep: Class 14 contains 167894 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34925 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 121944 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297384.000000 Penalty: 68348.125000
Iteration 133Q: 21 clusters Score -1.192974e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 48829 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115728 members 
Mstep: Class 9 contains 306614 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46698 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57070 members 
Mstep: Class 14 contains 168132 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34927 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 121913 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297336.000000 Penalty: 68348.125000
Iteration 134Q: 21 clusters Score -1.192973e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 48870 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115595 members 
Mstep: Class 9 contains 306500 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46695 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57091 members 
Mstep: Class 14 contains 168359 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34925 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 121886 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297440.000000 Penalty: 68348.125000
Iteration 135Q: 21 clusters Score -1.192974e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 48905 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115450 members 
Mstep: Class 9 contains 306394 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46686 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57110 members 
Mstep: Class 14 contains 168582 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34930 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 121860 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297312.000000 Penalty: 68348.125000
Iteration 136Q: 21 clusters Score -1.192973e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 48946 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115286 members 
Mstep: Class 9 contains 306330 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46685 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57123 members 
Mstep: Class 14 contains 168781 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34927 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 121844 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297192.000000 Penalty: 68348.125000
Iteration 137Q: 21 clusters Score -1.192972e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 48977 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115156 members 
Mstep: Class 9 contains 306298 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46678 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57137 members 
Mstep: Class 14 contains 168947 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34919 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 121811 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297064.000000 Penalty: 68348.125000
Iteration 138Q: 21 clusters Score -1.192971e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 49011 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115031 members 
Mstep: Class 9 contains 306283 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46674 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57143 members 
Mstep: Class 14 contains 169095 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34919 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 121770 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297232.000000 Penalty: 68348.125000
Iteration 139Q: 21 clusters Score -1.192972e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 49048 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114927 members 
Mstep: Class 9 contains 306253 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46662 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57154 members 
Mstep: Class 14 contains 169244 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34920 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 121722 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297536.000000 Penalty: 68348.125000
Iteration 140F: 21 clusters Score -1.192975e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 49081 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4408 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114826 members 
Mstep: Class 9 contains 306218 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46658 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57164 members 
Mstep: Class 14 contains 169379 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34929 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121674 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297680.000000 Penalty: 68348.125000
Iteration 141Q: 21 clusters Score -1.192977e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 49109 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4409 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114721 members 
Mstep: Class 9 contains 306162 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46651 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57176 members 
Mstep: Class 14 contains 169553 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34932 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121634 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297680.000000 Penalty: 68348.125000
Iteration 142Q: 21 clusters Score -1.192977e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 49128 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4410 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114616 members 
Mstep: Class 9 contains 306096 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46642 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57183 members 
Mstep: Class 14 contains 169746 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34935 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121600 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297536.000000 Penalty: 68348.125000
Iteration 143Q: 21 clusters Score -1.192975e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 49143 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4411 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114515 members 
Mstep: Class 9 contains 306030 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46641 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57189 members 
Mstep: Class 14 contains 169911 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34934 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121583 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297584.000000 Penalty: 68348.125000
Iteration 144Q: 21 clusters Score -1.192976e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 49164 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114420 members 
Mstep: Class 9 contains 305984 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46642 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57191 members 
Mstep: Class 14 contains 170049 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34933 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121570 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297688.000000 Penalty: 68348.125000
Iteration 145Q: 21 clusters Score -1.192977e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 49185 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114320 members 
Mstep: Class 9 contains 305946 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46644 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57196 members 
Mstep: Class 14 contains 170180 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34932 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121549 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297576.000000 Penalty: 68348.125000
Iteration 146Q: 21 clusters Score -1.192976e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 49207 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114214 members 
Mstep: Class 9 contains 305874 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46644 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57201 members 
Mstep: Class 14 contains 170363 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34932 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121516 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297656.000000 Penalty: 68348.125000
Iteration 147Q: 21 clusters Score -1.192977e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 49223 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114121 members 
Mstep: Class 9 contains 305824 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46635 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57206 members 
Mstep: Class 14 contains 170528 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34930 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121488 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297528.000000 Penalty: 68348.125000
Iteration 148Q: 21 clusters Score -1.192975e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 49240 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114040 members 
Mstep: Class 9 contains 305802 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46627 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57206 members 
Mstep: Class 14 contains 170657 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34925 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121461 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297536.000000 Penalty: 68348.125000
Iteration 149Q: 21 clusters Score -1.192975e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 49260 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 113959 members 
Mstep: Class 9 contains 305809 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46620 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57208 members 
Mstep: Class 14 contains 170755 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34923 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121436 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297552.000000 Penalty: 68348.125000
Iteration 150Q: 21 clusters Score -1.192976e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 49274 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 113884 members 
Mstep: Class 9 contains 305784 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46620 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57216 members 
Mstep: Class 14 contains 170868 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34927 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121404 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297504.000000 Penalty: 68348.125000
Iteration 151Q: 21 clusters Score -1.192975e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 49285 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 113804 members 
Mstep: Class 9 contains 305759 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46620 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57221 members 
Mstep: Class 14 contains 170982 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34923 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121385 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297488.000000 Penalty: 68348.125000
Iteration 152Q: 21 clusters Score -1.192975e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 49298 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 113715 members 
Mstep: Class 9 contains 305730 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46621 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57228 members 
Mstep: Class 14 contains 171119 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34923 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121349 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297472.000000 Penalty: 68348.125000
Iteration 153Q: 21 clusters Score -1.192975e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 49314 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 113615 members 
Mstep: Class 9 contains 305685 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46621 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57242 members 
Mstep: Class 14 contains 171266 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34920 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121311 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297448.000000 Penalty: 68348.125000
Iteration 154Q: 21 clusters Score -1.192974e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 49340 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 113520 members 
Mstep: Class 9 contains 305622 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46623 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57258 members 
Mstep: Class 14 contains 171421 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34912 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121273 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297416.000000 Penalty: 68348.125000
Iteration 155Q: 21 clusters Score -1.192974e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 49366 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 113434 members 
Mstep: Class 9 contains 305582 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46626 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57272 members 
Mstep: Class 14 contains 171541 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34911 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121241 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297496.000000 Penalty: 68348.125000
Iteration 156Q: 21 clusters Score -1.192975e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 49398 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 113347 members 
Mstep: Class 9 contains 305516 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46631 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57283 members 
Mstep: Class 14 contains 171662 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34909 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121223 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297528.000000 Penalty: 68348.125000
Iteration 157Q: 21 clusters Score -1.192975e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 49426 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 113256 members 
Mstep: Class 9 contains 305473 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46630 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57294 members 
Mstep: Class 14 contains 171769 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34913 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121206 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297576.000000 Penalty: 68348.125000
Iteration 158Q: 21 clusters Score -1.192976e+08 nChanged 424
Entering ConstructFrom: 
Score: -119297576.000000 Penalty: 68348.125000
Entering ConstructFrom: 
Trying to split cluster 1 (11635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Entering Unmasked Estep 
Score: -1382001.250000 Penalty: 2321.719727
	Iteration 0F: 2 clusters Score -1382001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1373303.750000 Penalty: 4643.439453
	Iteration 0F: 3 clusters Score -1373304 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1376062.875000 Penalty: 4643.439453
	Iteration 1F: 3 clusters Score -1376063 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1376510.250000 Penalty: 4643.439453
	Iteration 2F: 3 clusters Score -1376510 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1377001.625000 Penalty: 4643.439453
	Iteration 3F: 3 clusters Score -1377002 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1377703.000000 Penalty: 4643.439453
	Iteration 4F: 3 clusters Score -1377703 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1378531.750000 Penalty: 4643.439453
	Iteration 5F: 3 clusters Score -1378532 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1379304.750000 Penalty: 4643.439453
	Iteration 6F: 3 clusters Score -1379305 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1379832.000000 Penalty: 4643.439453
	Iteration 7F: 3 clusters Score -1379832 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1380188.000000 Penalty: 4643.439453
	Iteration 8Q: 3 clusters Score -1380188 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1380417.625000 Penalty: 4643.439453
	Iteration 9Q: 3 clusters Score -1380418 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1380581.625000 Penalty: 4643.439453
	Iteration 10Q: 3 clusters Score -1380582 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1380697.375000 Penalty: 4643.439453
	Iteration 11Q: 3 clusters Score -1380697 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1380803.875000 Penalty: 4643.439453
	Iteration 12Q: 3 clusters Score -1380804 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1380904.125000 Penalty: 4643.439453
	Iteration 13Q: 3 clusters Score -1380904 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1380990.625000 Penalty: 4643.439453
	Iteration 14Q: 3 clusters Score -1380991 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1381075.125000 Penalty: 4643.439453
	Iteration 15Q: 3 clusters Score -1381075 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1381171.750000 Penalty: 4643.439453
	Iteration 16Q: 3 clusters Score -1381172 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1381269.250000 Penalty: 4643.439453
	Iteration 17Q: 3 clusters Score -1381269 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1381350.250000 Penalty: 4643.439453
	Iteration 18Q: 3 clusters Score -1381350 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1381428.125000 Penalty: 4643.439453
	Iteration 19Q: 3 clusters Score -1381428 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1381485.625000 Penalty: 4643.439453
	Iteration 20F: 3 clusters Score -1381486 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1381523.250000 Penalty: 4643.439453
	Iteration 21Q: 3 clusters Score -1381523 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1381563.750000 Penalty: 4643.439453
	Iteration 22Q: 3 clusters Score -1381564 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1381591.250000 Penalty: 4643.439453
	Iteration 23Q: 3 clusters Score -1381591 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1381630.750000 Penalty: 4643.439453
	Iteration 24Q: 3 clusters Score -1381631 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1381658.500000 Penalty: 4643.439453
	Iteration 25Q: 3 clusters Score -1381658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1381678.750000 Penalty: 4643.439453
	Iteration 26Q: 3 clusters Score -1381679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1381693.500000 Penalty: 4643.439453
	Iteration 27Q: 3 clusters Score -1381694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1381705.875000 Penalty: 4643.439453
	Iteration 28Q: 3 clusters Score -1381706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1381717.625000 Penalty: 4643.439453
	Iteration 29Q: 3 clusters Score -1381718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1381731.875000 Penalty: 4643.439453
	Iteration 30Q: 3 clusters Score -1381732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1381744.875000 Penalty: 4643.439453
	Iteration 31Q: 3 clusters Score -1381745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1381763.375000 Penalty: 4643.439453
	Iteration 32Q: 3 clusters Score -1381763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1381766.875000 Penalty: 4643.439453
	Iteration 33Q: 3 clusters Score -1381767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1381780.000000 Penalty: 4643.439453
	Iteration 34Q: 3 clusters Score -1381780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1381786.500000 Penalty: 4643.439453
	Iteration 35Q: 3 clusters Score -1381786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1381788.500000 Penalty: 4643.439453
	Iteration 36Q: 3 clusters Score -1381788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1381786.875000 Penalty: 4643.439453
	Iteration 37Q: 3 clusters Score -1381787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1381788.625000 Penalty: 4643.439453
	Iteration 38Q: 3 clusters Score -1381789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1381789.625000 Penalty: 4643.439453
	Iteration 39Q: 3 clusters Score -1381790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1381789.625000 Penalty: 4643.439453
	Iteration 40F: 3 clusters Score -1381790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49447 members 
Entering Unmasked Estep 
Score: -6303211.000000 Penalty: 2680.546875
	Iteration 0F: 2 clusters Score -6303211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -6270093.500000 Penalty: 5361.093750
	Iteration 0F: 3 clusters Score -6270094 nChanged 22751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -6283243.500000 Penalty: 5361.093750
	Iteration 1F: 3 clusters Score -6283244 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -6284505.500000 Penalty: 5361.093750
	Iteration 2F: 3 clusters Score -6284506 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -6286255.500000 Penalty: 5361.093750
	Iteration 3F: 3 clusters Score -6286256 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -6288607.500000 Penalty: 5361.093750
	Iteration 4F: 3 clusters Score -6288608 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -6291542.000000 Penalty: 5361.093750
	Iteration 5F: 3 clusters Score -6291542 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -6294649.500000 Penalty: 5361.093750
	Iteration 6F: 3 clusters Score -6294650 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -6297138.500000 Penalty: 5361.093750
	Iteration 7F: 3 clusters Score -6297138 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -6298666.500000 Penalty: 5361.093750
	Iteration 8Q: 3 clusters Score -6298666 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -6299482.500000 Penalty: 5361.093750
	Iteration 9Q: 3 clusters Score -6299482 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -6299892.500000 Penalty: 5361.093750
	Iteration 10Q: 3 clusters Score -6299892 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -6300199.000000 Penalty: 5361.093750
	Iteration 11Q: 3 clusters Score -6300199 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -6300444.000000 Penalty: 5361.093750
	Iteration 12Q: 3 clusters Score -6300444 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -6300613.000000 Penalty: 5361.093750
	Iteration 13Q: 3 clusters Score -6300613 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -6300777.000000 Penalty: 5361.093750
	Iteration 14Q: 3 clusters Score -6300777 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -6300940.500000 Penalty: 5361.093750
	Iteration 15Q: 3 clusters Score -6300940 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -6301073.000000 Penalty: 5361.093750
	Iteration 16Q: 3 clusters Score -6301073 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -6301167.000000 Penalty: 5361.093750
	Iteration 17Q: 3 clusters Score -6301167 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -6301269.000000 Penalty: 5361.093750
	Iteration 18Q: 3 clusters Score -6301269 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -6301358.500000 Penalty: 5361.093750
	Iteration 19Q: 3 clusters Score -6301358 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -6301424.000000 Penalty: 5361.093750
	Iteration 20F: 3 clusters Score -6301424 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -6301473.000000 Penalty: 5361.093750
	Iteration 21Q: 3 clusters Score -6301473 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -6301540.500000 Penalty: 5361.093750
	Iteration 22Q: 3 clusters Score -6301540 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -6301565.000000 Penalty: 5361.093750
	Iteration 23Q: 3 clusters Score -6301565 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
Score: -6301586.500000 Penalty: 5361.093750
	Iteration 24Q: 3 clusters Score -6301586 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -6301611.500000 Penalty: 5361.093750
	Iteration 25Q: 3 clusters Score -6301612 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -6301630.500000 Penalty: 5361.093750
	Iteration 26Q: 3 clusters Score -6301630 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -6301650.000000 Penalty: 5361.093750
	Iteration 27Q: 3 clusters Score -6301650 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -6301677.500000 Penalty: 5361.093750
	Iteration 28Q: 3 clusters Score -6301678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -6301689.500000 Penalty: 5361.093750
	Iteration 29Q: 3 clusters Score -6301690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -6301694.500000 Penalty: 5361.093750
	Iteration 30Q: 3 clusters Score -6301694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -6301697.000000 Penalty: 5361.093750
	Iteration 31Q: 3 clusters Score -6301697 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 48446 members 
Entering Unmasked Estep 
Score: -6301718.500000 Penalty: 5361.093750
	Iteration 32Q: 3 clusters Score -6301718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -6301733.500000 Penalty: 5361.093750
	Iteration 33Q: 3 clusters Score -6301734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -6301740.500000 Penalty: 5361.093750
	Iteration 34Q: 3 clusters Score -6301740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -6301749.500000 Penalty: 5361.093750
	Iteration 35Q: 3 clusters Score -6301750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -6301748.000000 Penalty: 5361.093750
	Iteration 36Q: 3 clusters Score -6301748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -6301745.500000 Penalty: 5361.093750
	Iteration 37Q: 3 clusters Score -6301746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -6301737.000000 Penalty: 5361.093750
	Iteration 38Q: 3 clusters Score -6301737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -6301742.500000 Penalty: 5361.093750
	Iteration 39Q: 3 clusters Score -6301742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -6301753.000000 Penalty: 5361.093750
	Iteration 40F: 3 clusters Score -6301753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -6301751.500000 Penalty: 5361.093750
	Iteration 41Q: 3 clusters Score -6301752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -6301762.500000 Penalty: 5361.093750
	Iteration 42Q: 3 clusters Score -6301762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -6301773.500000 Penalty: 5361.093750
	Iteration 43Q: 3 clusters Score -6301774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -6301776.500000 Penalty: 5361.093750
	Iteration 44Q: 3 clusters Score -6301776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -6301776.500000 Penalty: 5361.093750
	Iteration 45Q: 3 clusters Score -6301776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -6301777.000000 Penalty: 5361.093750
	Iteration 46Q: 3 clusters Score -6301777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -6301771.500000 Penalty: 5361.093750
	Iteration 47Q: 3 clusters Score -6301772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -6301770.500000 Penalty: 5361.093750
	Iteration 48Q: 3 clusters Score -6301770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -6301774.500000 Penalty: 5361.093750
	Iteration 49Q: 3 clusters Score -6301774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -6301779.000000 Penalty: 5361.093750
	Iteration 50Q: 3 clusters Score -6301779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -6301781.500000 Penalty: 5361.093750
	Iteration 51Q: 3 clusters Score -6301782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -6301784.500000 Penalty: 5361.093750
	Iteration 52Q: 3 clusters Score -6301784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 48624 members 
Entering Unmasked Estep 
Score: -6301789.000000 Penalty: 5361.093750
	Iteration 53Q: 3 clusters Score -6301789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -6301787.500000 Penalty: 5361.093750
	Iteration 54Q: 3 clusters Score -6301788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -6301787.500000 Penalty: 5361.093750
	Iteration 55F: 3 clusters Score -6301788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -68180.476562 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -68180.48 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 352 members 
Entering Unmasked Estep 
Score: -66587.429688 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -66587.43 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -67266.320312 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -67266.32 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -67872.742188 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -67872.74 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -68407.085938 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -68407.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -68602.242188 Penalty: 3263.308594
	Iteration 4F: 3 clusters Score -68602.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -68737.398438 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -68737.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -68817.140625 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -68817.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -68847.117188 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -68847.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -68858.601562 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -68858.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -68865.257812 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -68865.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -68868.656250 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -68868.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -68871.187500 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -68871.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -68872.015625 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -68872.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -68872.015625 Penalty: 3263.308594
	Iteration 13F: 3 clusters Score -68872.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 49447 members 
Mstep: Class 3 contains 199 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 113152 members 
Mstep: Class 9 contains 305425 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46635 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57295 members 
Mstep: Class 14 contains 171905 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34914 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121202 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 40252 members 
Entering Unmasked Estep 
Score: -119296480.000000 Penalty: 71765.531250
Splitting cluster 3 changes total score from -119297576.000000 to -119296480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -211032.890625 Penalty: 1851.056274
	Iteration 0F: 2 clusters Score -211032.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -208584.250000 Penalty: 3702.112549
	Iteration 0F: 3 clusters Score -208584.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -209040.343750 Penalty: 3702.112549
	Iteration 1F: 3 clusters Score -209040.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -209161.343750 Penalty: 3702.112549
	Iteration 2F: 3 clusters Score -209161.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -209220.781250 Penalty: 3702.112549
	Iteration 3Q: 3 clusters Score -209220.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -209255.578125 Penalty: 3702.112549
	Iteration 4Q: 3 clusters Score -209255.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -209288.171875 Penalty: 3702.112549
	Iteration 5Q: 3 clusters Score -209288.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -209313.437500 Penalty: 3702.112549
	Iteration 6Q: 3 clusters Score -209313.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -209331.593750 Penalty: 3702.112549
	Iteration 7Q: 3 clusters Score -209331.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -209350.359375 Penalty: 3702.112549
	Iteration 8Q: 3 clusters Score -209350.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -209371.078125 Penalty: 3702.112549
	Iteration 9Q: 3 clusters Score -209371.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -209386.296875 Penalty: 3702.112549
	Iteration 10Q: 3 clusters Score -209386.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -209404.859375 Penalty: 3702.112549
	Iteration 11Q: 3 clusters Score -209404.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -209413.125000 Penalty: 3702.112549
	Iteration 12Q: 3 clusters Score -209413.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -209418.421875 Penalty: 3702.112549
	Iteration 13Q: 3 clusters Score -209418.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -209423.765625 Penalty: 3702.112549
	Iteration 14Q: 3 clusters Score -209423.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -209430.781250 Penalty: 3702.112549
	Iteration 15Q: 3 clusters Score -209430.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -209434.968750 Penalty: 3702.112549
	Iteration 16Q: 3 clusters Score -209435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -209437.171875 Penalty: 3702.112549
	Iteration 17Q: 3 clusters Score -209437.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -209439.546875 Penalty: 3702.112549
	Iteration 18Q: 3 clusters Score -209439.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -209443.187500 Penalty: 3702.112549
	Iteration 19Q: 3 clusters Score -209443.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -209448.703125 Penalty: 3702.112549
	Iteration 20F: 3 clusters Score -209448.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -209456.734375 Penalty: 3702.112549
	Iteration 21Q: 3 clusters Score -209456.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -209468.734375 Penalty: 3702.112549
	Iteration 22Q: 3 clusters Score -209468.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -209476.078125 Penalty: 3702.112549
	Iteration 23Q: 3 clusters Score -209476.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -209481.484375 Penalty: 3702.112549
	Iteration 24Q: 3 clusters Score -209481.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -209485.781250 Penalty: 3702.112549
	Iteration 25Q: 3 clusters Score -209485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -209489.468750 Penalty: 3702.112549
	Iteration 26Q: 3 clusters Score -209489.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -209493.687500 Penalty: 3702.112549
	Iteration 27Q: 3 clusters Score -209493.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -209496.078125 Penalty: 3702.112549
	Iteration 28Q: 3 clusters Score -209496.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -209498.562500 Penalty: 3702.112549
	Iteration 29Q: 3 clusters Score -209498.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -209504.609375 Penalty: 3702.112549
	Iteration 30Q: 3 clusters Score -209504.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -209521.390625 Penalty: 3702.112549
	Iteration 31Q: 3 clusters Score -209521.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -209529.265625 Penalty: 3702.112549
	Iteration 32Q: 3 clusters Score -209529.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -209538.625000 Penalty: 3702.112549
	Iteration 33Q: 3 clusters Score -209538.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -209544.718750 Penalty: 3702.112549
	Iteration 34Q: 3 clusters Score -209544.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -209549.125000 Penalty: 3702.112549
	Iteration 35Q: 3 clusters Score -209549.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -209552.875000 Penalty: 3702.112549
	Iteration 36Q: 3 clusters Score -209552.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -209557.562500 Penalty: 3702.112549
	Iteration 37Q: 3 clusters Score -209557.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -209558.734375 Penalty: 3702.112549
	Iteration 38Q: 3 clusters Score -209558.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -209560.234375 Penalty: 3702.112549
	Iteration 39Q: 3 clusters Score -209560.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -209561.968750 Penalty: 3702.112549
	Iteration 40F: 3 clusters Score -209562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -209564.328125 Penalty: 3702.112549
	Iteration 41Q: 3 clusters Score -209564.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -209564.984375 Penalty: 3702.112549
	Iteration 42Q: 3 clusters Score -209565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -209564.984375 Penalty: 3702.112549
	Iteration 43Q: 3 clusters Score -209565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -209564.984375 Penalty: 3702.112549
	Iteration 44F: 3 clusters Score -209565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -19696.048828 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -19696.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18545.283203 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -18545.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18659.884766 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -18659.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18738.386719 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -18738.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18826.988281 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -18826.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18875.445312 Penalty: 2663.836426
	Iteration 4Q: 3 clusters Score -18875.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18905.207031 Penalty: 2663.836426
	Iteration 5Q: 3 clusters Score -18905.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18931.849609 Penalty: 2663.836426
	Iteration 6Q: 3 clusters Score -18931.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18950.728516 Penalty: 2663.836426
	Iteration 7Q: 3 clusters Score -18950.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18955.015625 Penalty: 2663.836426
	Iteration 8Q: 3 clusters Score -18955.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18955.015625 Penalty: 2663.836426
	Iteration 9F: 3 clusters Score -18955.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Entering Unmasked Estep 
Score: -530676.875000 Penalty: 2081.686035
	Iteration 0F: 2 clusters Score -530676.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -526506.000000 Penalty: 4163.372070
	Iteration 0F: 3 clusters Score -526506 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -527551.625000 Penalty: 4163.372070
	Iteration 1F: 3 clusters Score -527551.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -527838.625000 Penalty: 4163.372070
	Iteration 2F: 3 clusters Score -527838.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -528100.125000 Penalty: 4163.372070
	Iteration 3F: 3 clusters Score -528100.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -528321.562500 Penalty: 4163.372070
	Iteration 4F: 3 clusters Score -528321.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -528509.187500 Penalty: 4163.372070
	Iteration 5F: 3 clusters Score -528509.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -528643.000000 Penalty: 4163.372070
	Iteration 6Q: 3 clusters Score -528643 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -528760.375000 Penalty: 4163.372070
	Iteration 7Q: 3 clusters Score -528760.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -528862.125000 Penalty: 4163.372070
	Iteration 8Q: 3 clusters Score -528862.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -528933.187500 Penalty: 4163.372070
	Iteration 9Q: 3 clusters Score -528933.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -528992.250000 Penalty: 4163.372070
	Iteration 10Q: 3 clusters Score -528992.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -529060.000000 Penalty: 4163.372070
	Iteration 11Q: 3 clusters Score -529060 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -529123.562500 Penalty: 4163.372070
	Iteration 12Q: 3 clusters Score -529123.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -529167.062500 Penalty: 4163.372070
	Iteration 13Q: 3 clusters Score -529167.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -529208.687500 Penalty: 4163.372070
	Iteration 14Q: 3 clusters Score -529208.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -529239.812500 Penalty: 4163.372070
	Iteration 15Q: 3 clusters Score -529239.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -529266.187500 Penalty: 4163.372070
	Iteration 16Q: 3 clusters Score -529266.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -529282.937500 Penalty: 4163.372070
	Iteration 17Q: 3 clusters Score -529282.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -529293.375000 Penalty: 4163.372070
	Iteration 18Q: 3 clusters Score -529293.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -529304.562500 Penalty: 4163.372070
	Iteration 19Q: 3 clusters Score -529304.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -529318.375000 Penalty: 4163.372070
	Iteration 20F: 3 clusters Score -529318.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -529325.187500 Penalty: 4163.372070
	Iteration 21Q: 3 clusters Score -529325.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -529333.625000 Penalty: 4163.372070
	Iteration 22Q: 3 clusters Score -529333.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -529342.625000 Penalty: 4163.372070
	Iteration 23Q: 3 clusters Score -529342.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -529349.250000 Penalty: 4163.372070
	Iteration 24Q: 3 clusters Score -529349.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -529354.625000 Penalty: 4163.372070
	Iteration 25Q: 3 clusters Score -529354.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -529356.937500 Penalty: 4163.372070
	Iteration 26Q: 3 clusters Score -529356.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -529358.937500 Penalty: 4163.372070
	Iteration 27Q: 3 clusters Score -529358.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -529361.750000 Penalty: 4163.372070
	Iteration 28Q: 3 clusters Score -529361.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -529363.437500 Penalty: 4163.372070
	Iteration 29Q: 3 clusters Score -529363.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -529365.812500 Penalty: 4163.372070
	Iteration 30Q: 3 clusters Score -529365.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -529367.125000 Penalty: 4163.372070
	Iteration 31Q: 3 clusters Score -529367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -529368.000000 Penalty: 4163.372070
	Iteration 32Q: 3 clusters Score -529368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -529368.625000 Penalty: 4163.372070
	Iteration 33Q: 3 clusters Score -529368.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -529368.625000 Penalty: 4163.372070
	Iteration 34F: 3 clusters Score -529368.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -57984.898438 Penalty: 1552.849976
	Iteration 0F: 2 clusters Score -57984.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56538.738281 Penalty: 3105.699951
	Iteration 0F: 3 clusters Score -56538.74 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56705.632812 Penalty: 3105.699951
	Iteration 1F: 3 clusters Score -56705.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56748.933594 Penalty: 3105.699951
	Iteration 2Q: 3 clusters Score -56748.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -56788.359375 Penalty: 3105.699951
	Iteration 3Q: 3 clusters Score -56788.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -56842.203125 Penalty: 3105.699951
	Iteration 4Q: 3 clusters Score -56842.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -56897.054688 Penalty: 3105.699951
	Iteration 5Q: 3 clusters Score -56897.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56950.304688 Penalty: 3105.699951
	Iteration 6Q: 3 clusters Score -56950.3 nChanged 16
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: -57001.609375 Penalty: 3105.699951
	Iteration 7Q: 3 clusters Score -57001.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -57049.289062 Penalty: 3105.699951
	Iteration 8Q: 3 clusters Score -57049.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -57072.699219 Penalty: 3105.699951
	Iteration 9Q: 3 clusters Score -57072.7 nChanged 8
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: -57106.515625 Penalty: 3105.699951
	Iteration 10Q: 3 clusters Score -57106.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -57136.414062 Penalty: 3105.699951
	Iteration 11Q: 3 clusters Score -57136.41 nChanged 4
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: -57148.453125 Penalty: 3105.699951
	Iteration 12Q: 3 clusters Score -57148.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -57153.746094 Penalty: 3105.699951
	Iteration 13Q: 3 clusters Score -57153.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -57158.117188 Penalty: 3105.699951
	Iteration 14Q: 3 clusters Score -57158.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -57158.164062 Penalty: 3105.699951
	Iteration 15F: 3 clusters Score -57158.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -57165.300781 Penalty: 3105.699951
	Iteration 16Q: 3 clusters Score -57165.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -57165.300781 Penalty: 3105.699951
	Iteration 17F: 3 clusters Score -57165.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (113152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113152 members 
Entering Unmasked Estep 
Score: -14322468.000000 Penalty: 2885.848877
	Iteration 0F: 2 clusters Score -1.432247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56680 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -14246900.000000 Penalty: 5771.697754
	Iteration 0F: 3 clusters Score -1.42469e+07 nChanged 53613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
Score: -14277673.000000 Penalty: 5771.697754
	Iteration 1F: 3 clusters Score -1.427767e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -14278530.000000 Penalty: 5771.697754
	Iteration 2Q: 3 clusters Score -1.427853e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61036 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -14279508.000000 Penalty: 5771.697754
	Iteration 3Q: 3 clusters Score -1.427951e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -14280968.000000 Penalty: 5771.697754
	Iteration 4Q: 3 clusters Score -1.428097e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66017 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -14282867.000000 Penalty: 5771.697754
	Iteration 5Q: 3 clusters Score -1.428287e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69978 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -14285971.000000 Penalty: 5771.697754
	Iteration 6Q: 3 clusters Score -1.428597e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75102 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -14290374.000000 Penalty: 5771.697754
	Iteration 7F: 3 clusters Score -1.429037e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81087 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -14296004.000000 Penalty: 5771.697754
	Iteration 8F: 3 clusters Score -1.4296e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87003 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -14302153.000000 Penalty: 5771.697754
	Iteration 9F: 3 clusters Score -1.430215e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92018 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -14307590.000000 Penalty: 5771.697754
	Iteration 10F: 3 clusters Score -1.430759e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95633 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -14311319.000000 Penalty: 5771.697754
	Iteration 11Q: 3 clusters Score -1.431132e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98203 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -14313510.000000 Penalty: 5771.697754
	Iteration 12Q: 3 clusters Score -1.431351e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100149 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -14314854.000000 Penalty: 5771.697754
	Iteration 13Q: 3 clusters Score -1.431485e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101752 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -14315861.000000 Penalty: 5771.697754
	Iteration 14Q: 3 clusters Score -1.431586e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103127 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -14316428.000000 Penalty: 5771.697754
	Iteration 15Q: 3 clusters Score -1.431643e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104305 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -14316981.000000 Penalty: 5771.697754
	Iteration 16Q: 3 clusters Score -1.431698e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105350 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -14317332.000000 Penalty: 5771.697754
	Iteration 17Q: 3 clusters Score -1.431733e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106294 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -14317760.000000 Penalty: 5771.697754
	Iteration 18Q: 3 clusters Score -1.431776e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107107 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -14318082.000000 Penalty: 5771.697754
	Iteration 19Q: 3 clusters Score -1.431808e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107820 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -14318409.000000 Penalty: 5771.697754
	Iteration 20F: 3 clusters Score -1.431841e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108435 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -14318617.000000 Penalty: 5771.697754
	Iteration 21Q: 3 clusters Score -1.431862e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108953 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -14318901.000000 Penalty: 5771.697754
	Iteration 22Q: 3 clusters Score -1.43189e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109387 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -14319113.000000 Penalty: 5771.697754
	Iteration 23Q: 3 clusters Score -1.431911e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109763 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -14319268.000000 Penalty: 5771.697754
	Iteration 24Q: 3 clusters Score -1.431927e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110089 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -14319377.000000 Penalty: 5771.697754
	Iteration 25Q: 3 clusters Score -1.431938e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110391 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -14319512.000000 Penalty: 5771.697754
	Iteration 26Q: 3 clusters Score -1.431951e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110627 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -14319628.000000 Penalty: 5771.697754
	Iteration 27Q: 3 clusters Score -1.431963e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110811 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -14319688.000000 Penalty: 5771.697754
	Iteration 28Q: 3 clusters Score -1.431969e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110967 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -14319754.000000 Penalty: 5771.697754
	Iteration 29Q: 3 clusters Score -1.431975e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111085 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -14319783.000000 Penalty: 5771.697754
	Iteration 30Q: 3 clusters Score -1.431978e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111206 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -14319813.000000 Penalty: 5771.697754
	Iteration 31Q: 3 clusters Score -1.431981e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111289 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -14319810.000000 Penalty: 5771.697754
	Iteration 32Q: 3 clusters Score -1.431981e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111371 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -14319868.000000 Penalty: 5771.697754
	Iteration 33Q: 3 clusters Score -1.431987e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111463 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -14319874.000000 Penalty: 5771.697754
	Iteration 34Q: 3 clusters Score -1.431987e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111528 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -14319889.000000 Penalty: 5771.697754
	Iteration 35Q: 3 clusters Score -1.431989e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111579 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -14319902.000000 Penalty: 5771.697754
	Iteration 36Q: 3 clusters Score -1.43199e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111630 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -14319935.000000 Penalty: 5771.697754
	Iteration 37Q: 3 clusters Score -1.431994e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111665 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -14319933.000000 Penalty: 5771.697754
	Iteration 38Q: 3 clusters Score -1.431993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111681 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -14319939.000000 Penalty: 5771.697754
	Iteration 39Q: 3 clusters Score -1.431994e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111700 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -14319930.000000 Penalty: 5771.697754
	Iteration 40F: 3 clusters Score -1.431993e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111718 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -14319932.000000 Penalty: 5771.697754
	Iteration 41Q: 3 clusters Score -1.431993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111739 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -14319936.000000 Penalty: 5771.697754
	Iteration 42Q: 3 clusters Score -1.431994e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111752 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -14319937.000000 Penalty: 5771.697754
	Iteration 43Q: 3 clusters Score -1.431994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111766 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -14319946.000000 Penalty: 5771.697754
	Iteration 44Q: 3 clusters Score -1.431995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111787 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -14319949.000000 Penalty: 5771.697754
	Iteration 45Q: 3 clusters Score -1.431995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111802 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -14319959.000000 Penalty: 5771.697754
	Iteration 46Q: 3 clusters Score -1.431996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111813 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -14319972.000000 Penalty: 5771.697754
	Iteration 47Q: 3 clusters Score -1.431997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111823 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -14319971.000000 Penalty: 5771.697754
	Iteration 48Q: 3 clusters Score -1.431997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111838 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -14319979.000000 Penalty: 5771.697754
	Iteration 49Q: 3 clusters Score -1.431998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111849 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -14319977.000000 Penalty: 5771.697754
	Iteration 50Q: 3 clusters Score -1.431998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111860 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -14319975.000000 Penalty: 5771.697754
	Iteration 51Q: 3 clusters Score -1.431998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111868 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -14319980.000000 Penalty: 5771.697754
	Iteration 52Q: 3 clusters Score -1.431998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111876 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -14319985.000000 Penalty: 5771.697754
	Iteration 53Q: 3 clusters Score -1.431998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111882 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -14319980.000000 Penalty: 5771.697754
	Iteration 54Q: 3 clusters Score -1.431998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111887 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -14319996.000000 Penalty: 5771.697754
	Iteration 55Q: 3 clusters Score -1.432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111892 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -14319993.000000 Penalty: 5771.697754
	Iteration 56Q: 3 clusters Score -1.431999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111899 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -14320012.000000 Penalty: 5771.697754
	Iteration 57Q: 3 clusters Score -1.432001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111901 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -14320014.000000 Penalty: 5771.697754
	Iteration 58Q: 3 clusters Score -1.432001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111904 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -14320006.000000 Penalty: 5771.697754
	Iteration 59Q: 3 clusters Score -1.432001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111904 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -14320006.000000 Penalty: 5771.697754
	Iteration 60F: 3 clusters Score -1.432001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (305425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305425 members 
Entering Unmasked Estep 
Score: -38244968.000000 Penalty: 3132.105957
	Iteration 0F: 2 clusters Score -3.824497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152954 members 
Mstep: Class 2 contains 152471 members 
Entering Unmasked Estep 
Score: -38056964.000000 Penalty: 6264.211914
	Iteration 0F: 3 clusters Score -3.805696e+07 nChanged 148140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157562 members 
Mstep: Class 2 contains 147863 members 
Entering Unmasked Estep 
Score: -38144000.000000 Penalty: 6264.211914
	Iteration 1F: 3 clusters Score -3.8144e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160783 members 
Mstep: Class 2 contains 144642 members 
Entering Unmasked Estep 
Score: -38145744.000000 Penalty: 6264.211914
	Iteration 2Q: 3 clusters Score -3.814574e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165858 members 
Mstep: Class 2 contains 139567 members 
Entering Unmasked Estep 
Score: -38147852.000000 Penalty: 6264.211914
	Iteration 3Q: 3 clusters Score -3.814785e+07 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173468 members 
Mstep: Class 2 contains 131957 members 
Entering Unmasked Estep 
Score: -38151540.000000 Penalty: 6264.211914
	Iteration 4Q: 3 clusters Score -3.815154e+07 nChanged 13156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184566 members 
Mstep: Class 2 contains 120859 members 
Entering Unmasked Estep 
Score: -38157960.000000 Penalty: 6264.211914
	Iteration 5Q: 3 clusters Score -3.815796e+07 nChanged 16866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199292 members 
Mstep: Class 2 contains 106133 members 
Entering Unmasked Estep 
Score: -38168236.000000 Penalty: 6264.211914
	Iteration 6F: 3 clusters Score -3.816824e+07 nChanged 19546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216054 members 
Mstep: Class 2 contains 89371 members 
Entering Unmasked Estep 
Score: -38182244.000000 Penalty: 6264.211914
	Iteration 7F: 3 clusters Score -3.818224e+07 nChanged 19565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231141 members 
Mstep: Class 2 contains 74284 members 
Entering Unmasked Estep 
Score: -38196328.000000 Penalty: 6264.211914
	Iteration 8F: 3 clusters Score -3.819633e+07 nChanged 16761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241732 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -38206760.000000 Penalty: 6264.211914
	Iteration 9F: 3 clusters Score -3.820676e+07 nChanged 12707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248305 members 
Mstep: Class 2 contains 57120 members 
Entering Unmasked Estep 
Score: -38212616.000000 Penalty: 6264.211914
	Iteration 10Q: 3 clusters Score -3.821262e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252818 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -38215152.000000 Penalty: 6264.211914
	Iteration 11Q: 3 clusters Score -3.821515e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256471 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -38216696.000000 Penalty: 6264.211914
	Iteration 12Q: 3 clusters Score -3.82167e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259751 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -38217732.000000 Penalty: 6264.211914
	Iteration 13Q: 3 clusters Score -3.821773e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262844 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -38218612.000000 Penalty: 6264.211914
	Iteration 14Q: 3 clusters Score -3.821861e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265783 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -38219604.000000 Penalty: 6264.211914
	Iteration 15Q: 3 clusters Score -3.82196e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268607 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -38220548.000000 Penalty: 6264.211914
	Iteration 16Q: 3 clusters Score -3.822055e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271202 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -38221604.000000 Penalty: 6264.211914
	Iteration 17Q: 3 clusters Score -3.82216e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273703 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -38222900.000000 Penalty: 6264.211914
	Iteration 18Q: 3 clusters Score -3.82229e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276131 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -38223780.000000 Penalty: 6264.211914
	Iteration 19Q: 3 clusters Score -3.822378e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278421 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -38224964.000000 Penalty: 6264.211914
	Iteration 20F: 3 clusters Score -3.822496e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280659 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -38226108.000000 Penalty: 6264.211914
	Iteration 21Q: 3 clusters Score -3.822611e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282847 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -38227180.000000 Penalty: 6264.211914
	Iteration 22Q: 3 clusters Score -3.822718e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284983 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -38228480.000000 Penalty: 6264.211914
	Iteration 23Q: 3 clusters Score -3.822848e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287063 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -38229648.000000 Penalty: 6264.211914
	Iteration 24Q: 3 clusters Score -3.822965e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289092 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -38231108.000000 Penalty: 6264.211914
	Iteration 25Q: 3 clusters Score -3.823111e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290995 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -38232384.000000 Penalty: 6264.211914
	Iteration 26Q: 3 clusters Score -3.823238e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292780 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -38233672.000000 Penalty: 6264.211914
	Iteration 27Q: 3 clusters Score -3.823367e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294376 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -38234864.000000 Penalty: 6264.211914
	Iteration 28Q: 3 clusters Score -3.823486e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295818 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -38236180.000000 Penalty: 6264.211914
	Iteration 29Q: 3 clusters Score -3.823618e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297057 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -38237088.000000 Penalty: 6264.211914
	Iteration 30Q: 3 clusters Score -3.823709e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298070 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -38237892.000000 Penalty: 6264.211914
	Iteration 31Q: 3 clusters Score -3.823789e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298969 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -38238464.000000 Penalty: 6264.211914
	Iteration 32Q: 3 clusters Score -3.823846e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299711 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -38239020.000000 Penalty: 6264.211914
	Iteration 33Q: 3 clusters Score -3.823902e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300299 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -38239512.000000 Penalty: 6264.211914
	Iteration 34Q: 3 clusters Score -3.823951e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300807 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -38239864.000000 Penalty: 6264.211914
	Iteration 35Q: 3 clusters Score -3.823986e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301213 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -38240252.000000 Penalty: 6264.211914
	Iteration 36Q: 3 clusters Score -3.824025e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301571 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -38240452.000000 Penalty: 6264.211914
	Iteration 37Q: 3 clusters Score -3.824045e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301841 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -38240692.000000 Penalty: 6264.211914
	Iteration 38Q: 3 clusters Score -3.824069e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302073 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -38240824.000000 Penalty: 6264.211914
	Iteration 39Q: 3 clusters Score -3.824082e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302253 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -38240924.000000 Penalty: 6264.211914
	Iteration 40F: 3 clusters Score -3.824092e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302407 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -38241020.000000 Penalty: 6264.211914
	Iteration 41Q: 3 clusters Score -3.824102e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302548 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -38241216.000000 Penalty: 6264.211914
	Iteration 42Q: 3 clusters Score -3.824122e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302656 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -38241248.000000 Penalty: 6264.211914
	Iteration 43Q: 3 clusters Score -3.824125e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302721 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -38241308.000000 Penalty: 6264.211914
	Iteration 44Q: 3 clusters Score -3.824131e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302788 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -38241352.000000 Penalty: 6264.211914
	Iteration 45Q: 3 clusters Score -3.824135e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302842 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -38241396.000000 Penalty: 6264.211914
	Iteration 46Q: 3 clusters Score -3.82414e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302882 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -38241432.000000 Penalty: 6264.211914
	Iteration 47Q: 3 clusters Score -3.824143e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302914 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -38241480.000000 Penalty: 6264.211914
	Iteration 48Q: 3 clusters Score -3.824148e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302951 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -38241496.000000 Penalty: 6264.211914
	Iteration 49Q: 3 clusters Score -3.82415e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302986 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -38241468.000000 Penalty: 6264.211914
	Iteration 50Q: 3 clusters Score -3.824147e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302997 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -38241484.000000 Penalty: 6264.211914
	Iteration 51Q: 3 clusters Score -3.824148e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303015 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -38241524.000000 Penalty: 6264.211914
	Iteration 52Q: 3 clusters Score -3.824152e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303033 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -38241520.000000 Penalty: 6264.211914
	Iteration 53Q: 3 clusters Score -3.824152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303045 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -38241528.000000 Penalty: 6264.211914
	Iteration 54Q: 3 clusters Score -3.824153e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303063 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -38241516.000000 Penalty: 6264.211914
	Iteration 55Q: 3 clusters Score -3.824152e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303080 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -38241584.000000 Penalty: 6264.211914
	Iteration 56Q: 3 clusters Score -3.824158e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303091 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -38241576.000000 Penalty: 6264.211914
	Iteration 57Q: 3 clusters Score -3.824158e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303105 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -38241604.000000 Penalty: 6264.211914
	Iteration 58Q: 3 clusters Score -3.82416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303116 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -38241596.000000 Penalty: 6264.211914
	Iteration 59Q: 3 clusters Score -3.82416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303121 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -38241576.000000 Penalty: 6264.211914
	Iteration 60F: 3 clusters Score -3.824158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303123 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -38241592.000000 Penalty: 6264.211914
	Iteration 61Q: 3 clusters Score -3.824159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303126 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -38241592.000000 Penalty: 6264.211914
	Iteration 62Q: 3 clusters Score -3.824159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303127 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -38241592.000000 Penalty: 6264.211914
	Iteration 63Q: 3 clusters Score -3.824159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303128 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -38241588.000000 Penalty: 6264.211914
	Iteration 64Q: 3 clusters Score -3.824159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303130 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -38241592.000000 Penalty: 6264.211914
	Iteration 65Q: 3 clusters Score -3.824159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303132 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -38241604.000000 Penalty: 6264.211914
	Iteration 66Q: 3 clusters Score -3.82416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303139 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -38241608.000000 Penalty: 6264.211914
	Iteration 67Q: 3 clusters Score -3.824161e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303147 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -38241604.000000 Penalty: 6264.211914
	Iteration 68Q: 3 clusters Score -3.82416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303156 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -38241620.000000 Penalty: 6264.211914
	Iteration 69Q: 3 clusters Score -3.824162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303161 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -38241600.000000 Penalty: 6264.211914
	Iteration 70Q: 3 clusters Score -3.82416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303170 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -38241632.000000 Penalty: 6264.211914
	Iteration 71Q: 3 clusters Score -3.824163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303181 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -38241644.000000 Penalty: 6264.211914
	Iteration 72Q: 3 clusters Score -3.824164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303190 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -38241652.000000 Penalty: 6264.211914
	Iteration 73Q: 3 clusters Score -3.824165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303193 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -38241652.000000 Penalty: 6264.211914
	Iteration 74Q: 3 clusters Score -3.824165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303198 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -38241660.000000 Penalty: 6264.211914
	Iteration 75Q: 3 clusters Score -3.824166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303200 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -38241668.000000 Penalty: 6264.211914
	Iteration 76Q: 3 clusters Score -3.824167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303201 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -38241680.000000 Penalty: 6264.211914
	Iteration 77Q: 3 clusters Score -3.824168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303204 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -38241676.000000 Penalty: 6264.211914
	Iteration 78Q: 3 clusters Score -3.824168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303210 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -38241664.000000 Penalty: 6264.211914
	Iteration 79Q: 3 clusters Score -3.824166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303216 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -38241696.000000 Penalty: 6264.211914
	Iteration 80F: 3 clusters Score -3.82417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303225 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -38241712.000000 Penalty: 6264.211914
	Iteration 81Q: 3 clusters Score -3.824171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303228 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -38241692.000000 Penalty: 6264.211914
	Iteration 82Q: 3 clusters Score -3.824169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303229 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -38241720.000000 Penalty: 6264.211914
	Iteration 83Q: 3 clusters Score -3.824172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303228 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -38241720.000000 Penalty: 6264.211914
	Iteration 84Q: 3 clusters Score -3.824172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303227 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -38241716.000000 Penalty: 6264.211914
	Iteration 85Q: 3 clusters Score -3.824172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303226 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -38241732.000000 Penalty: 6264.211914
	Iteration 86Q: 3 clusters Score -3.824173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303227 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -38241720.000000 Penalty: 6264.211914
	Iteration 87Q: 3 clusters Score -3.824172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303228 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -38241724.000000 Penalty: 6264.211914
	Iteration 88Q: 3 clusters Score -3.824172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303230 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -38241704.000000 Penalty: 6264.211914
	Iteration 89Q: 3 clusters Score -3.82417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303231 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -38241712.000000 Penalty: 6264.211914
	Iteration 90Q: 3 clusters Score -3.824171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303231 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -38241712.000000 Penalty: 6264.211914
	Iteration 91F: 3 clusters Score -3.824171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -83987.109375 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -83987.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -82239.992188 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -82239.99 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -83106.851562 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -83106.85 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -83914.875000 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -83914.88 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -84453.125000 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -84453.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -84797.476562 Penalty: 3347.965820
	Iteration 4F: 3 clusters Score -84797.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -84981.054688 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -84981.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -85019.218750 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -85019.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -85032.039062 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -85032.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -85039.312500 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -85039.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -85045.375000 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -85045.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -85050.625000 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -85050.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -85051.882812 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -85051.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -85051.882812 Penalty: 3347.965820
	Iteration 12F: 3 clusters Score -85051.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 49447 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 113152 members 
Mstep: Class 9 contains 305425 members 
Mstep: Class 10 contains 245 members 
Mstep: Class 11 contains 46635 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57295 members 
Mstep: Class 14 contains 171905 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34914 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121202 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 609 members 
Mstep: Class 21 contains 40252 members 
Entering Unmasked Estep 
Score: -119296864.000000 Penalty: 71765.531250
Splitting cluster 10 changes total score from -119297576.000000 to -119296864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (46635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Entering Unmasked Estep 
Score: -5926996.500000 Penalty: 2666.026367
	Iteration 0F: 2 clusters Score -5926996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -5895531.000000 Penalty: 5332.052734
	Iteration 0F: 3 clusters Score -5895531 nChanged 21473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -5907283.000000 Penalty: 5332.052734
	Iteration 1F: 3 clusters Score -5907283 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -5907810.000000 Penalty: 5332.052734
	Iteration 2Q: 3 clusters Score -5907810 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -5908321.500000 Penalty: 5332.052734
	Iteration 3Q: 3 clusters Score -5908322 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -5908806.500000 Penalty: 5332.052734
	Iteration 4Q: 3 clusters Score -5908806 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -5909347.500000 Penalty: 5332.052734
	Iteration 5Q: 3 clusters Score -5909348 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -5910020.000000 Penalty: 5332.052734
	Iteration 6Q: 3 clusters Score -5910020 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -5910798.500000 Penalty: 5332.052734
	Iteration 7Q: 3 clusters Score -5910798 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -5911799.500000 Penalty: 5332.052734
	Iteration 8Q: 3 clusters Score -5911800 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -5913024.000000 Penalty: 5332.052734
	Iteration 9Q: 3 clusters Score -5913024 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -5914304.000000 Penalty: 5332.052734
	Iteration 10Q: 3 clusters Score -5914304 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -5915652.000000 Penalty: 5332.052734
	Iteration 11Q: 3 clusters Score -5915652 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -5916945.000000 Penalty: 5332.052734
	Iteration 12Q: 3 clusters Score -5916945 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -5917965.000000 Penalty: 5332.052734
	Iteration 13Q: 3 clusters Score -5917965 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -5918630.500000 Penalty: 5332.052734
	Iteration 14Q: 3 clusters Score -5918630 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -5919086.500000 Penalty: 5332.052734
	Iteration 15Q: 3 clusters Score -5919086 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -5919372.000000 Penalty: 5332.052734
	Iteration 16Q: 3 clusters Score -5919372 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -5919649.500000 Penalty: 5332.052734
	Iteration 17Q: 3 clusters Score -5919650 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -5919839.500000 Penalty: 5332.052734
	Iteration 18Q: 3 clusters Score -5919840 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -5920049.500000 Penalty: 5332.052734
	Iteration 19Q: 3 clusters Score -5920050 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -5920246.500000 Penalty: 5332.052734
	Iteration 20F: 3 clusters Score -5920246 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -5920453.500000 Penalty: 5332.052734
	Iteration 21Q: 3 clusters Score -5920454 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -5920730.500000 Penalty: 5332.052734
	Iteration 22Q: 3 clusters Score -5920730 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -5921004.500000 Penalty: 5332.052734
	Iteration 23Q: 3 clusters Score -5921004 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -5921318.500000 Penalty: 5332.052734
	Iteration 24Q: 3 clusters Score -5921318 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -5921647.500000 Penalty: 5332.052734
	Iteration 25Q: 3 clusters Score -5921648 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -5922002.000000 Penalty: 5332.052734
	Iteration 26Q: 3 clusters Score -5922002 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -5922368.500000 Penalty: 5332.052734
	Iteration 27Q: 3 clusters Score -5922368 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -5922766.500000 Penalty: 5332.052734
	Iteration 28Q: 3 clusters Score -5922766 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -5923099.500000 Penalty: 5332.052734
	Iteration 29Q: 3 clusters Score -5923100 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -5923371.000000 Penalty: 5332.052734
	Iteration 30Q: 3 clusters Score -5923371 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -5923638.500000 Penalty: 5332.052734
	Iteration 31Q: 3 clusters Score -5923638 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -5923846.500000 Penalty: 5332.052734
	Iteration 32Q: 3 clusters Score -5923846 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -5924042.500000 Penalty: 5332.052734
	Iteration 33Q: 3 clusters Score -5924042 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -5924191.500000 Penalty: 5332.052734
	Iteration 34Q: 3 clusters Score -5924192 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -5924301.500000 Penalty: 5332.052734
	Iteration 35Q: 3 clusters Score -5924302 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -5924398.500000 Penalty: 5332.052734
	Iteration 36Q: 3 clusters Score -5924398 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -5924479.500000 Penalty: 5332.052734
	Iteration 37Q: 3 clusters Score -5924480 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -5924520.500000 Penalty: 5332.052734
	Iteration 38Q: 3 clusters Score -5924520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -5924547.500000 Penalty: 5332.052734
	Iteration 39Q: 3 clusters Score -5924548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -5924579.500000 Penalty: 5332.052734
	Iteration 40F: 3 clusters Score -5924580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -5924621.500000 Penalty: 5332.052734
	Iteration 41Q: 3 clusters Score -5924622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -5924649.500000 Penalty: 5332.052734
	Iteration 42Q: 3 clusters Score -5924650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -5924676.000000 Penalty: 5332.052734
	Iteration 43Q: 3 clusters Score -5924676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -5924686.000000 Penalty: 5332.052734
	Iteration 44Q: 3 clusters Score -5924686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -5924686.500000 Penalty: 5332.052734
	Iteration 45Q: 3 clusters Score -5924686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -5924697.000000 Penalty: 5332.052734
	Iteration 46Q: 3 clusters Score -5924697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -5924695.500000 Penalty: 5332.052734
	Iteration 47Q: 3 clusters Score -5924696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -5924700.000000 Penalty: 5332.052734
	Iteration 48Q: 3 clusters Score -5924700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -5924705.000000 Penalty: 5332.052734
	Iteration 49Q: 3 clusters Score -5924705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -5924704.500000 Penalty: 5332.052734
	Iteration 50Q: 3 clusters Score -5924704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -5924707.500000 Penalty: 5332.052734
	Iteration 51Q: 3 clusters Score -5924708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -5924718.500000 Penalty: 5332.052734
	Iteration 52Q: 3 clusters Score -5924718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -5924711.500000 Penalty: 5332.052734
	Iteration 53Q: 3 clusters Score -5924712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -5924712.000000 Penalty: 5332.052734
	Iteration 54Q: 3 clusters Score -5924712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -5924713.000000 Penalty: 5332.052734
	Iteration 55Q: 3 clusters Score -5924713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -5924711.500000 Penalty: 5332.052734
	Iteration 56Q: 3 clusters Score -5924712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -5924711.000000 Penalty: 5332.052734
	Iteration 57Q: 3 clusters Score -5924711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -5924711.500000 Penalty: 5332.052734
	Iteration 58Q: 3 clusters Score -5924712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -5924711.500000 Penalty: 5332.052734
	Iteration 59Q: 3 clusters Score -5924712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -5924715.000000 Penalty: 5332.052734
	Iteration 60F: 3 clusters Score -5924715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -126798.421875 Penalty: 1725.223267
	Iteration 0F: 2 clusters Score -126798.4 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 487 members 
Entering Unmasked Estep 
Score: -124808.382812 Penalty: 3450.446533
	Iteration 0F: 3 clusters Score -124808.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -125106.265625 Penalty: 3450.446533
	Iteration 1F: 3 clusters Score -125106.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -125188.468750 Penalty: 3450.446533
	Iteration 2F: 3 clusters Score -125188.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -125223.695312 Penalty: 3450.446533
	Iteration 3Q: 3 clusters Score -125223.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -125256.234375 Penalty: 3450.446533
	Iteration 4Q: 3 clusters Score -125256.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -125274.523438 Penalty: 3450.446533
	Iteration 5Q: 3 clusters Score -125274.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -125287.515625 Penalty: 3450.446533
	Iteration 6Q: 3 clusters Score -125287.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -125297.140625 Penalty: 3450.446533
	Iteration 7Q: 3 clusters Score -125297.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -125306.648438 Penalty: 3450.446533
	Iteration 8Q: 3 clusters Score -125306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -125308.468750 Penalty: 3450.446533
	Iteration 9Q: 3 clusters Score -125308.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -125308.468750 Penalty: 3450.446533
	Iteration 10F: 3 clusters Score -125308.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (57295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57295 members 
Entering Unmasked Estep 
Score: -7016124.500000 Penalty: 2717.080322
	Iteration 0F: 2 clusters Score -7016124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -6977761.000000 Penalty: 5434.160645
	Iteration 0F: 3 clusters Score -6977761 nChanged 26533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -6992407.000000 Penalty: 5434.160645
	Iteration 1F: 3 clusters Score -6992407 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -6992907.000000 Penalty: 5434.160645
	Iteration 2Q: 3 clusters Score -6992907 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -6993388.000000 Penalty: 5434.160645
	Iteration 3Q: 3 clusters Score -6993388 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -6994011.000000 Penalty: 5434.160645
	Iteration 4Q: 3 clusters Score -6994011 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -6994788.000000 Penalty: 5434.160645
	Iteration 5Q: 3 clusters Score -6994788 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -6995847.500000 Penalty: 5434.160645
	Iteration 6Q: 3 clusters Score -6995848 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -6997354.000000 Penalty: 5434.160645
	Iteration 7Q: 3 clusters Score -6997354 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -6999216.000000 Penalty: 5434.160645
	Iteration 8F: 3 clusters Score -6999216 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -7001119.500000 Penalty: 5434.160645
	Iteration 9F: 3 clusters Score -7001120 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -7002894.500000 Penalty: 5434.160645
	Iteration 10F: 3 clusters Score -7002894 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -7004409.000000 Penalty: 5434.160645
	Iteration 11F: 3 clusters Score -7004409 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -7005538.000000 Penalty: 5434.160645
	Iteration 12Q: 3 clusters Score -7005538 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -7006394.500000 Penalty: 5434.160645
	Iteration 13Q: 3 clusters Score -7006394 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -7007004.000000 Penalty: 5434.160645
	Iteration 14Q: 3 clusters Score -7007004 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -7007481.500000 Penalty: 5434.160645
	Iteration 15Q: 3 clusters Score -7007482 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -7007984.000000 Penalty: 5434.160645
	Iteration 16Q: 3 clusters Score -7007984 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -7008426.500000 Penalty: 5434.160645
	Iteration 17Q: 3 clusters Score -7008426 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -7008869.500000 Penalty: 5434.160645
	Iteration 18Q: 3 clusters Score -7008870 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -7009304.500000 Penalty: 5434.160645
	Iteration 19Q: 3 clusters Score -7009304 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -7009758.500000 Penalty: 5434.160645
	Iteration 20F: 3 clusters Score -7009758 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -7010137.500000 Penalty: 5434.160645
	Iteration 21Q: 3 clusters Score -7010138 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -7010531.000000 Penalty: 5434.160645
	Iteration 22Q: 3 clusters Score -7010531 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -7010924.000000 Penalty: 5434.160645
	Iteration 23Q: 3 clusters Score -7010924 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -7011255.500000 Penalty: 5434.160645
	Iteration 24Q: 3 clusters Score -7011256 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -7011577.500000 Penalty: 5434.160645
	Iteration 25Q: 3 clusters Score -7011578 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -7011869.500000 Penalty: 5434.160645
	Iteration 26Q: 3 clusters Score -7011870 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -7012124.500000 Penalty: 5434.160645
	Iteration 27Q: 3 clusters Score -7012124 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -7012314.000000 Penalty: 5434.160645
	Iteration 28Q: 3 clusters Score -7012314 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -7012529.000000 Penalty: 5434.160645
	Iteration 29Q: 3 clusters Score -7012529 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -7012663.000000 Penalty: 5434.160645
	Iteration 30Q: 3 clusters Score -7012663 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -7012808.500000 Penalty: 5434.160645
	Iteration 31Q: 3 clusters Score -7012808 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -7012928.000000 Penalty: 5434.160645
	Iteration 32Q: 3 clusters Score -7012928 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -7013035.000000 Penalty: 5434.160645
	Iteration 33Q: 3 clusters Score -7013035 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -7013147.000000 Penalty: 5434.160645
	Iteration 34Q: 3 clusters Score -7013147 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -7013279.000000 Penalty: 5434.160645
	Iteration 35Q: 3 clusters Score -7013279 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -7013353.500000 Penalty: 5434.160645
	Iteration 36Q: 3 clusters Score -7013354 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -7013419.000000 Penalty: 5434.160645
	Iteration 37Q: 3 clusters Score -7013419 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -7013459.000000 Penalty: 5434.160645
	Iteration 38Q: 3 clusters Score -7013459 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -7013517.000000 Penalty: 5434.160645
	Iteration 39Q: 3 clusters Score -7013517 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54980 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -7013555.000000 Penalty: 5434.160645
	Iteration 40F: 3 clusters Score -7013555 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -7013586.500000 Penalty: 5434.160645
	Iteration 41Q: 3 clusters Score -7013586 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7013638.500000 Penalty: 5434.160645
	Iteration 42Q: 3 clusters Score -7013638 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -7013660.000000 Penalty: 5434.160645
	Iteration 43Q: 3 clusters Score -7013660 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -7013692.500000 Penalty: 5434.160645
	Iteration 44Q: 3 clusters Score -7013692 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -7013711.500000 Penalty: 5434.160645
	Iteration 45Q: 3 clusters Score -7013712 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -7013749.000000 Penalty: 5434.160645
	Iteration 46Q: 3 clusters Score -7013749 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -7013781.500000 Penalty: 5434.160645
	Iteration 47Q: 3 clusters Score -7013782 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7013801.500000 Penalty: 5434.160645
	Iteration 48Q: 3 clusters Score -7013802 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7013822.000000 Penalty: 5434.160645
	Iteration 49Q: 3 clusters Score -7013822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -7013840.000000 Penalty: 5434.160645
	Iteration 50Q: 3 clusters Score -7013840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -7013853.000000 Penalty: 5434.160645
	Iteration 51Q: 3 clusters Score -7013853 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7013871.500000 Penalty: 5434.160645
	Iteration 52Q: 3 clusters Score -7013872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55763 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7013881.500000 Penalty: 5434.160645
	Iteration 53Q: 3 clusters Score -7013882 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -7013909.000000 Penalty: 5434.160645
	Iteration 54Q: 3 clusters Score -7013909 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7013925.000000 Penalty: 5434.160645
	Iteration 55Q: 3 clusters Score -7013925 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -7013947.000000 Penalty: 5434.160645
	Iteration 56Q: 3 clusters Score -7013947 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7013964.000000 Penalty: 5434.160645
	Iteration 57Q: 3 clusters Score -7013964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7013973.500000 Penalty: 5434.160645
	Iteration 58Q: 3 clusters Score -7013974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7013982.500000 Penalty: 5434.160645
	Iteration 59Q: 3 clusters Score -7013982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7013990.500000 Penalty: 5434.160645
	Iteration 60F: 3 clusters Score -7013990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55973 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7014005.500000 Penalty: 5434.160645
	Iteration 61Q: 3 clusters Score -7014006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55990 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7014011.500000 Penalty: 5434.160645
	Iteration 62Q: 3 clusters Score -7014012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7014022.000000 Penalty: 5434.160645
	Iteration 63Q: 3 clusters Score -7014022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7014021.000000 Penalty: 5434.160645
	Iteration 64Q: 3 clusters Score -7014021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7014026.500000 Penalty: 5434.160645
	Iteration 65Q: 3 clusters Score -7014026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56029 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7014029.500000 Penalty: 5434.160645
	Iteration 66Q: 3 clusters Score -7014030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7014028.500000 Penalty: 5434.160645
	Iteration 67Q: 3 clusters Score -7014028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7014035.500000 Penalty: 5434.160645
	Iteration 68Q: 3 clusters Score -7014036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7014032.500000 Penalty: 5434.160645
	Iteration 69Q: 3 clusters Score -7014032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -7014038.000000 Penalty: 5434.160645
	Iteration 70Q: 3 clusters Score -7014038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7014036.000000 Penalty: 5434.160645
	Iteration 71Q: 3 clusters Score -7014036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56049 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7014034.000000 Penalty: 5434.160645
	Iteration 72Q: 3 clusters Score -7014034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7014034.000000 Penalty: 5434.160645
	Iteration 73Q: 3 clusters Score -7014034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7014029.500000 Penalty: 5434.160645
	Iteration 74Q: 3 clusters Score -7014030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7014029.500000 Penalty: 5434.160645
	Iteration 75F: 3 clusters Score -7014030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (171905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171905 members 
Entering Unmasked Estep 
Score: -21682424.000000 Penalty: 2989.564941
	Iteration 0F: 2 clusters Score -2.168242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86044 members 
Mstep: Class 2 contains 85861 members 
Entering Unmasked Estep 
Score: -21567532.000000 Penalty: 5979.129883
	Iteration 0F: 3 clusters Score -2.156753e+07 nChanged 82605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 84788 members 
Entering Unmasked Estep 
Score: -21615902.000000 Penalty: 5979.129883
	Iteration 1F: 3 clusters Score -2.16159e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87461 members 
Mstep: Class 2 contains 84444 members 
Entering Unmasked Estep 
Score: -21616658.000000 Penalty: 5979.129883
	Iteration 2Q: 3 clusters Score -2.161666e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87924 members 
Mstep: Class 2 contains 83981 members 
Entering Unmasked Estep 
Score: -21617956.000000 Penalty: 5979.129883
	Iteration 3Q: 3 clusters Score -2.161796e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88424 members 
Mstep: Class 2 contains 83481 members 
Entering Unmasked Estep 
Score: -21619554.000000 Penalty: 5979.129883
	Iteration 4Q: 3 clusters Score -2.161955e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89063 members 
Mstep: Class 2 contains 82842 members 
Entering Unmasked Estep 
Score: -21621552.000000 Penalty: 5979.129883
	Iteration 5Q: 3 clusters Score -2.162155e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89827 members 
Mstep: Class 2 contains 82078 members 
Entering Unmasked Estep 
Score: -21624638.000000 Penalty: 5979.129883
	Iteration 6Q: 3 clusters Score -2.162464e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90530 members 
Mstep: Class 2 contains 81375 members 
Entering Unmasked Estep 
Score: -21628996.000000 Penalty: 5979.129883
	Iteration 7Q: 3 clusters Score -2.1629e+07 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91146 members 
Mstep: Class 2 contains 80759 members 
Entering Unmasked Estep 
Score: -21635808.000000 Penalty: 5979.129883
	Iteration 8F: 3 clusters Score -2.163581e+07 nChanged 11450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91718 members 
Mstep: Class 2 contains 80187 members 
Entering Unmasked Estep 
Score: -21644682.000000 Penalty: 5979.129883
	Iteration 9F: 3 clusters Score -2.164468e+07 nChanged 11665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92575 members 
Mstep: Class 2 contains 79330 members 
Entering Unmasked Estep 
Score: -21653662.000000 Penalty: 5979.129883
	Iteration 10F: 3 clusters Score -2.165366e+07 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93400 members 
Mstep: Class 2 contains 78505 members 
Entering Unmasked Estep 
Score: -21658722.000000 Penalty: 5979.129883
	Iteration 11F: 3 clusters Score -2.165872e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94115 members 
Mstep: Class 2 contains 77790 members 
Entering Unmasked Estep 
Score: -21661056.000000 Penalty: 5979.129883
	Iteration 12Q: 3 clusters Score -2.166106e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94736 members 
Mstep: Class 2 contains 77169 members 
Entering Unmasked Estep 
Score: -21662020.000000 Penalty: 5979.129883
	Iteration 13Q: 3 clusters Score -2.166202e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95323 members 
Mstep: Class 2 contains 76582 members 
Entering Unmasked Estep 
Score: -21662374.000000 Penalty: 5979.129883
	Iteration 14Q: 3 clusters Score -2.166237e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95865 members 
Mstep: Class 2 contains 76040 members 
Entering Unmasked Estep 
Score: -21662780.000000 Penalty: 5979.129883
	Iteration 15Q: 3 clusters Score -2.166278e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96465 members 
Mstep: Class 2 contains 75440 members 
Entering Unmasked Estep 
Score: -21662896.000000 Penalty: 5979.129883
	Iteration 16Q: 3 clusters Score -2.16629e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97074 members 
Mstep: Class 2 contains 74831 members 
Entering Unmasked Estep 
Score: -21663072.000000 Penalty: 5979.129883
	Iteration 17Q: 3 clusters Score -2.166307e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97720 members 
Mstep: Class 2 contains 74185 members 
Entering Unmasked Estep 
Score: -21663260.000000 Penalty: 5979.129883
	Iteration 18Q: 3 clusters Score -2.166326e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98425 members 
Mstep: Class 2 contains 73480 members 
Entering Unmasked Estep 
Score: -21663510.000000 Penalty: 5979.129883
	Iteration 19Q: 3 clusters Score -2.166351e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99138 members 
Mstep: Class 2 contains 72767 members 
Entering Unmasked Estep 
Score: -21663688.000000 Penalty: 5979.129883
	Iteration 20F: 3 clusters Score -2.166369e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99842 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -21663904.000000 Penalty: 5979.129883
	Iteration 21Q: 3 clusters Score -2.16639e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100615 members 
Mstep: Class 2 contains 71290 members 
Entering Unmasked Estep 
Score: -21664148.000000 Penalty: 5979.129883
	Iteration 22Q: 3 clusters Score -2.166415e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101374 members 
Mstep: Class 2 contains 70531 members 
Entering Unmasked Estep 
Score: -21664224.000000 Penalty: 5979.129883
	Iteration 23Q: 3 clusters Score -2.166422e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102134 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -21664256.000000 Penalty: 5979.129883
	Iteration 24Q: 3 clusters Score -2.166426e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102914 members 
Mstep: Class 2 contains 68991 members 
Entering Unmasked Estep 
Score: -21664426.000000 Penalty: 5979.129883
	Iteration 25Q: 3 clusters Score -2.166443e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103764 members 
Mstep: Class 2 contains 68141 members 
Entering Unmasked Estep 
Score: -21664466.000000 Penalty: 5979.129883
	Iteration 26Q: 3 clusters Score -2.166447e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104627 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -21664400.000000 Penalty: 5979.129883
	Iteration 27Q: 3 clusters Score -2.16644e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105492 members 
Mstep: Class 2 contains 66413 members 
Entering Unmasked Estep 
Score: -21664544.000000 Penalty: 5979.129883
	Iteration 28Q: 3 clusters Score -2.166454e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106391 members 
Mstep: Class 2 contains 65514 members 
Entering Unmasked Estep 
Score: -21664616.000000 Penalty: 5979.129883
	Iteration 29Q: 3 clusters Score -2.166462e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107395 members 
Mstep: Class 2 contains 64510 members 
Entering Unmasked Estep 
Score: -21664740.000000 Penalty: 5979.129883
	Iteration 30Q: 3 clusters Score -2.166474e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108479 members 
Mstep: Class 2 contains 63426 members 
Entering Unmasked Estep 
Score: -21664878.000000 Penalty: 5979.129883
	Iteration 31Q: 3 clusters Score -2.166488e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109633 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -21665070.000000 Penalty: 5979.129883
	Iteration 32Q: 3 clusters Score -2.166507e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110844 members 
Mstep: Class 2 contains 61061 members 
Entering Unmasked Estep 
Score: -21665266.000000 Penalty: 5979.129883
	Iteration 33Q: 3 clusters Score -2.166527e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112118 members 
Mstep: Class 2 contains 59787 members 
Entering Unmasked Estep 
Score: -21665448.000000 Penalty: 5979.129883
	Iteration 34Q: 3 clusters Score -2.166545e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113513 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -21665802.000000 Penalty: 5979.129883
	Iteration 35Q: 3 clusters Score -2.16658e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115014 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -21666104.000000 Penalty: 5979.129883
	Iteration 36Q: 3 clusters Score -2.16661e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116608 members 
Mstep: Class 2 contains 55297 members 
Entering Unmasked Estep 
Score: -21666430.000000 Penalty: 5979.129883
	Iteration 37Q: 3 clusters Score -2.166643e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118294 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -21666508.000000 Penalty: 5979.129883
	Iteration 38Q: 3 clusters Score -2.166651e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120139 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -21666940.000000 Penalty: 5979.129883
	Iteration 39Q: 3 clusters Score -2.166694e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122073 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -21667374.000000 Penalty: 5979.129883
	Iteration 40F: 3 clusters Score -2.166737e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124207 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -21667902.000000 Penalty: 5979.129883
	Iteration 41Q: 3 clusters Score -2.16679e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126519 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -21668512.000000 Penalty: 5979.129883
	Iteration 42Q: 3 clusters Score -2.166851e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128979 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -21669286.000000 Penalty: 5979.129883
	Iteration 43Q: 3 clusters Score -2.166929e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131588 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -21670054.000000 Penalty: 5979.129883
	Iteration 44Q: 3 clusters Score -2.167005e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134438 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -21671136.000000 Penalty: 5979.129883
	Iteration 45Q: 3 clusters Score -2.167114e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137480 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -21672268.000000 Penalty: 5979.129883
	Iteration 46Q: 3 clusters Score -2.167227e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140493 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -21673638.000000 Penalty: 5979.129883
	Iteration 47Q: 3 clusters Score -2.167364e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143436 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -21675050.000000 Penalty: 5979.129883
	Iteration 48Q: 3 clusters Score -2.167505e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146188 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -21676250.000000 Penalty: 5979.129883
	Iteration 49Q: 3 clusters Score -2.167625e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148710 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -21677356.000000 Penalty: 5979.129883
	Iteration 50Q: 3 clusters Score -2.167736e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151000 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -21678226.000000 Penalty: 5979.129883
	Iteration 51Q: 3 clusters Score -2.167823e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153051 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -21678990.000000 Penalty: 5979.129883
	Iteration 52Q: 3 clusters Score -2.167899e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154796 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -21679708.000000 Penalty: 5979.129883
	Iteration 53Q: 3 clusters Score -2.167971e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156310 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -21680202.000000 Penalty: 5979.129883
	Iteration 54Q: 3 clusters Score -2.16802e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157617 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -21680512.000000 Penalty: 5979.129883
	Iteration 55Q: 3 clusters Score -2.168051e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158739 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -21680836.000000 Penalty: 5979.129883
	Iteration 56Q: 3 clusters Score -2.168084e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159708 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -21681050.000000 Penalty: 5979.129883
	Iteration 57Q: 3 clusters Score -2.168105e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160517 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -21681296.000000 Penalty: 5979.129883
	Iteration 58Q: 3 clusters Score -2.16813e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161187 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -21681480.000000 Penalty: 5979.129883
	Iteration 59Q: 3 clusters Score -2.168148e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161763 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -21681526.000000 Penalty: 5979.129883
	Iteration 60F: 3 clusters Score -2.168153e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162281 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -21681586.000000 Penalty: 5979.129883
	Iteration 61Q: 3 clusters Score -2.168159e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162718 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -21681634.000000 Penalty: 5979.129883
	Iteration 62Q: 3 clusters Score -2.168163e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163111 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -21681682.000000 Penalty: 5979.129883
	Iteration 63Q: 3 clusters Score -2.168168e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163463 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -21681700.000000 Penalty: 5979.129883
	Iteration 64Q: 3 clusters Score -2.16817e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163780 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -21681766.000000 Penalty: 5979.129883
	Iteration 65Q: 3 clusters Score -2.168177e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164068 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -21681806.000000 Penalty: 5979.129883
	Iteration 66Q: 3 clusters Score -2.168181e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164301 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -21681892.000000 Penalty: 5979.129883
	Iteration 67Q: 3 clusters Score -2.168189e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164513 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -21681892.000000 Penalty: 5979.129883
	Iteration 68Q: 3 clusters Score -2.168189e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164698 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -21681900.000000 Penalty: 5979.129883
	Iteration 69Q: 3 clusters Score -2.16819e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164865 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -21681916.000000 Penalty: 5979.129883
	Iteration 70Q: 3 clusters Score -2.168192e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165016 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -21681946.000000 Penalty: 5979.129883
	Iteration 71Q: 3 clusters Score -2.168195e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165153 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -21681930.000000 Penalty: 5979.129883
	Iteration 72Q: 3 clusters Score -2.168193e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165272 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -21681912.000000 Penalty: 5979.129883
	Iteration 73Q: 3 clusters Score -2.168191e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165382 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -21681942.000000 Penalty: 5979.129883
	Iteration 74Q: 3 clusters Score -2.168194e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165483 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -21681920.000000 Penalty: 5979.129883
	Iteration 75Q: 3 clusters Score -2.168192e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165563 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -21681948.000000 Penalty: 5979.129883
	Iteration 76Q: 3 clusters Score -2.168195e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165623 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -21681930.000000 Penalty: 5979.129883
	Iteration 77Q: 3 clusters Score -2.168193e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165668 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -21681938.000000 Penalty: 5979.129883
	Iteration 78Q: 3 clusters Score -2.168194e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165704 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -21681950.000000 Penalty: 5979.129883
	Iteration 79Q: 3 clusters Score -2.168195e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165739 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -21681970.000000 Penalty: 5979.129883
	Iteration 80F: 3 clusters Score -2.168197e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165777 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -21681986.000000 Penalty: 5979.129883
	Iteration 81Q: 3 clusters Score -2.168199e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165809 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -21682014.000000 Penalty: 5979.129883
	Iteration 82Q: 3 clusters Score -2.168201e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165843 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -21682022.000000 Penalty: 5979.129883
	Iteration 83Q: 3 clusters Score -2.168202e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165876 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -21682036.000000 Penalty: 5979.129883
	Iteration 84Q: 3 clusters Score -2.168204e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165908 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -21682044.000000 Penalty: 5979.129883
	Iteration 85Q: 3 clusters Score -2.168204e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165942 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -21682038.000000 Penalty: 5979.129883
	Iteration 86Q: 3 clusters Score -2.168204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165962 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -21682048.000000 Penalty: 5979.129883
	Iteration 87Q: 3 clusters Score -2.168205e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165980 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -21682056.000000 Penalty: 5979.129883
	Iteration 88Q: 3 clusters Score -2.168206e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166002 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -21682058.000000 Penalty: 5979.129883
	Iteration 89Q: 3 clusters Score -2.168206e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166019 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -21682052.000000 Penalty: 5979.129883
	Iteration 90Q: 3 clusters Score -2.168205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166032 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -21682028.000000 Penalty: 5979.129883
	Iteration 91Q: 3 clusters Score -2.168203e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166046 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -21682022.000000 Penalty: 5979.129883
	Iteration 92Q: 3 clusters Score -2.168202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166065 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -21682046.000000 Penalty: 5979.129883
	Iteration 93Q: 3 clusters Score -2.168205e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166083 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -21682074.000000 Penalty: 5979.129883
	Iteration 94Q: 3 clusters Score -2.168207e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166101 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -21682066.000000 Penalty: 5979.129883
	Iteration 95Q: 3 clusters Score -2.168207e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166117 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -21682068.000000 Penalty: 5979.129883
	Iteration 96Q: 3 clusters Score -2.168207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166124 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -21682068.000000 Penalty: 5979.129883
	Iteration 97Q: 3 clusters Score -2.168207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166127 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -21682058.000000 Penalty: 5979.129883
	Iteration 98Q: 3 clusters Score -2.168206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166131 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -21682070.000000 Penalty: 5979.129883
	Iteration 99Q: 3 clusters Score -2.168207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166136 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -21682068.000000 Penalty: 5979.129883
	Iteration 100F: 3 clusters Score -2.168207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166139 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -21682080.000000 Penalty: 5979.129883
	Iteration 101Q: 3 clusters Score -2.168208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166141 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -21682092.000000 Penalty: 5979.129883
	Iteration 102Q: 3 clusters Score -2.168209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166145 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -21682098.000000 Penalty: 5979.129883
	Iteration 103Q: 3 clusters Score -2.16821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166150 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -21682084.000000 Penalty: 5979.129883
	Iteration 104Q: 3 clusters Score -2.168208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166152 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -21682098.000000 Penalty: 5979.129883
	Iteration 105Q: 3 clusters Score -2.16821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166156 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -21682088.000000 Penalty: 5979.129883
	Iteration 106Q: 3 clusters Score -2.168209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166159 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -21682092.000000 Penalty: 5979.129883
	Iteration 107Q: 3 clusters Score -2.168209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166162 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -21682094.000000 Penalty: 5979.129883
	Iteration 108Q: 3 clusters Score -2.168209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166170 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -21682100.000000 Penalty: 5979.129883
	Iteration 109Q: 3 clusters Score -2.16821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166175 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -21682076.000000 Penalty: 5979.129883
	Iteration 110Q: 3 clusters Score -2.168208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166179 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -21682076.000000 Penalty: 5979.129883
	Iteration 111Q: 3 clusters Score -2.168208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166183 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -21682074.000000 Penalty: 5979.129883
	Iteration 112Q: 3 clusters Score -2.168207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166185 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -21682080.000000 Penalty: 5979.129883
	Iteration 113Q: 3 clusters Score -2.168208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166186 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -21682074.000000 Penalty: 5979.129883
	Iteration 114Q: 3 clusters Score -2.168207e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166186 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -21682074.000000 Penalty: 5979.129883
	Iteration 115F: 3 clusters Score -2.168207e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Entering Unmasked Estep 
Score: -285053.062500 Penalty: 1927.015381
	Iteration 0F: 2 clusters Score -285053.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -282174.031250 Penalty: 3854.030762
	Iteration 0F: 3 clusters Score -282174 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -282703.187500 Penalty: 3854.030762
	Iteration 1F: 3 clusters Score -282703.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -282849.375000 Penalty: 3854.030762
	Iteration 2F: 3 clusters Score -282849.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -282932.312500 Penalty: 3854.030762
	Iteration 3Q: 3 clusters Score -282932.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -282980.250000 Penalty: 3854.030762
	Iteration 4Q: 3 clusters Score -282980.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -283013.468750 Penalty: 3854.030762
	Iteration 5Q: 3 clusters Score -283013.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -283036.250000 Penalty: 3854.030762
	Iteration 6Q: 3 clusters Score -283036.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -283053.812500 Penalty: 3854.030762
	Iteration 7Q: 3 clusters Score -283053.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -283074.906250 Penalty: 3854.030762
	Iteration 8Q: 3 clusters Score -283074.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -283091.562500 Penalty: 3854.030762
	Iteration 9Q: 3 clusters Score -283091.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -283104.500000 Penalty: 3854.030762
	Iteration 10Q: 3 clusters Score -283104.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -283115.937500 Penalty: 3854.030762
	Iteration 11Q: 3 clusters Score -283115.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -283124.500000 Penalty: 3854.030762
	Iteration 12Q: 3 clusters Score -283124.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -283130.062500 Penalty: 3854.030762
	Iteration 13Q: 3 clusters Score -283130.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -283135.375000 Penalty: 3854.030762
	Iteration 14Q: 3 clusters Score -283135.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -283139.937500 Penalty: 3854.030762
	Iteration 15Q: 3 clusters Score -283139.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -283144.062500 Penalty: 3854.030762
	Iteration 16Q: 3 clusters Score -283144.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -283148.625000 Penalty: 3854.030762
	Iteration 17Q: 3 clusters Score -283148.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -283151.062500 Penalty: 3854.030762
	Iteration 18Q: 3 clusters Score -283151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -283152.656250 Penalty: 3854.030762
	Iteration 19Q: 3 clusters Score -283152.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -283155.843750 Penalty: 3854.030762
	Iteration 20F: 3 clusters Score -283155.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -283158.437500 Penalty: 3854.030762
	Iteration 21Q: 3 clusters Score -283158.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -283160.343750 Penalty: 3854.030762
	Iteration 22Q: 3 clusters Score -283160.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -283162.718750 Penalty: 3854.030762
	Iteration 23Q: 3 clusters Score -283162.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -283163.343750 Penalty: 3854.030762
	Iteration 24Q: 3 clusters Score -283163.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -283164.531250 Penalty: 3854.030762
	Iteration 25Q: 3 clusters Score -283164.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -283165.062500 Penalty: 3854.030762
	Iteration 26Q: 3 clusters Score -283165.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -283165.062500 Penalty: 3854.030762
	Iteration 27F: 3 clusters Score -283165.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Entering Unmasked Estep 
Score: -4449666.500000 Penalty: 2594.239502
	Iteration 0F: 2 clusters Score -4449666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4425936.000000 Penalty: 5188.479004
	Iteration 0F: 3 clusters Score -4425936 nChanged 15831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -4434502.000000 Penalty: 5188.479004
	Iteration 1F: 3 clusters Score -4434502 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -4434918.000000 Penalty: 5188.479004
	Iteration 2Q: 3 clusters Score -4434918 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -4435215.000000 Penalty: 5188.479004
	Iteration 3Q: 3 clusters Score -4435215 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -4435529.500000 Penalty: 5188.479004
	Iteration 4Q: 3 clusters Score -4435530 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -4435810.500000 Penalty: 5188.479004
	Iteration 5Q: 3 clusters Score -4435810 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -4436127.000000 Penalty: 5188.479004
	Iteration 6Q: 3 clusters Score -4436127 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -4436548.500000 Penalty: 5188.479004
	Iteration 7Q: 3 clusters Score -4436548 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -4437160.000000 Penalty: 5188.479004
	Iteration 8Q: 3 clusters Score -4437160 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -4438079.500000 Penalty: 5188.479004
	Iteration 9Q: 3 clusters Score -4438080 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -4439542.000000 Penalty: 5188.479004
	Iteration 10F: 3 clusters Score -4439542 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -4441363.000000 Penalty: 5188.479004
	Iteration 11F: 3 clusters Score -4441363 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -4443255.000000 Penalty: 5188.479004
	Iteration 12F: 3 clusters Score -4443255 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -4444957.000000 Penalty: 5188.479004
	Iteration 13F: 3 clusters Score -4444957 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -4446145.000000 Penalty: 5188.479004
	Iteration 14Q: 3 clusters Score -4446145 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -4446759.000000 Penalty: 5188.479004
	Iteration 15Q: 3 clusters Score -4446759 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -4447027.500000 Penalty: 5188.479004
	Iteration 16Q: 3 clusters Score -4447028 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -4447150.000000 Penalty: 5188.479004
	Iteration 17Q: 3 clusters Score -4447150 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -4447225.500000 Penalty: 5188.479004
	Iteration 18Q: 3 clusters Score -4447226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -4447259.000000 Penalty: 5188.479004
	Iteration 19Q: 3 clusters Score -4447259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -4447308.000000 Penalty: 5188.479004
	Iteration 20F: 3 clusters Score -4447308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -4447328.500000 Penalty: 5188.479004
	Iteration 21Q: 3 clusters Score -4447328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -4447337.500000 Penalty: 5188.479004
	Iteration 22Q: 3 clusters Score -4447338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -4447350.500000 Penalty: 5188.479004
	Iteration 23Q: 3 clusters Score -4447350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -4447363.500000 Penalty: 5188.479004
	Iteration 24Q: 3 clusters Score -4447364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -4447373.500000 Penalty: 5188.479004
	Iteration 25Q: 3 clusters Score -4447374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -4447375.500000 Penalty: 5188.479004
	Iteration 26Q: 3 clusters Score -4447376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -4447388.500000 Penalty: 5188.479004
	Iteration 27Q: 3 clusters Score -4447388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -4447389.500000 Penalty: 5188.479004
	Iteration 28Q: 3 clusters Score -4447390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -4447397.000000 Penalty: 5188.479004
	Iteration 29Q: 3 clusters Score -4447397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -4447398.500000 Penalty: 5188.479004
	Iteration 30Q: 3 clusters Score -4447398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -4447400.000000 Penalty: 5188.479004
	Iteration 31Q: 3 clusters Score -4447400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -4447403.500000 Penalty: 5188.479004
	Iteration 32Q: 3 clusters Score -4447404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -4447404.000000 Penalty: 5188.479004
	Iteration 33Q: 3 clusters Score -4447404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -4447413.000000 Penalty: 5188.479004
	Iteration 34Q: 3 clusters Score -4447413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -4447412.500000 Penalty: 5188.479004
	Iteration 35Q: 3 clusters Score -4447412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -4447424.000000 Penalty: 5188.479004
	Iteration 36Q: 3 clusters Score -4447424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -4447426.500000 Penalty: 5188.479004
	Iteration 37Q: 3 clusters Score -4447426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -4447425.000000 Penalty: 5188.479004
	Iteration 38Q: 3 clusters Score -4447425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -4447429.000000 Penalty: 5188.479004
	Iteration 39Q: 3 clusters Score -4447429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -4447429.000000 Penalty: 5188.479004
	Iteration 40F: 3 clusters Score -4447429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -63326.765625 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -63326.77 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 339 members 
Entering Unmasked Estep 
Score: -61836.382812 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -61836.38 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -62972.855469 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -62972.86 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -63503.214844 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -63503.21 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -63879.750000 Penalty: 3229.825684
	Iteration 3F: 3 clusters Score -63879.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -64014.476562 Penalty: 3229.825684
	Iteration 4Q: 3 clusters Score -64014.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -64115.968750 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -64115.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -64195.042969 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -64195.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -64349.355469 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -64349.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -64546.304688 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -64546.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -64747.421875 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -64747.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -64753.218750 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -64753.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -64756.539062 Penalty: 3229.825684
	Iteration 11Q: 3 clusters Score -64756.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -64760.929688 Penalty: 3229.825684
	Iteration 12Q: 3 clusters Score -64760.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -64765.875000 Penalty: 3229.825684
	Iteration 13Q: 3 clusters Score -64765.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -64780.679688 Penalty: 3229.825684
	Iteration 14Q: 3 clusters Score -64780.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -64826.710938 Penalty: 3229.825684
	Iteration 15Q: 3 clusters Score -64826.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -64889.285156 Penalty: 3229.825684
	Iteration 16Q: 3 clusters Score -64889.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -64911.687500 Penalty: 3229.825684
	Iteration 17Q: 3 clusters Score -64911.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -64941.589844 Penalty: 3229.825684
	Iteration 18Q: 3 clusters Score -64941.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -64943.339844 Penalty: 3229.825684
	Iteration 19F: 3 clusters Score -64943.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -64952.156250 Penalty: 3229.825684
	Iteration 20F: 3 clusters Score -64952.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -64957.011719 Penalty: 3229.825684
	Iteration 21Q: 3 clusters Score -64957.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -64957.011719 Penalty: 3229.825684
	Iteration 22F: 3 clusters Score -64957.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 49447 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 113152 members 
Mstep: Class 9 contains 305425 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46635 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57295 members 
Mstep: Class 14 contains 171905 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34914 members 
Mstep: Class 17 contains 156 members 
Mstep: Class 18 contains 121202 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 517 members 
Mstep: Class 21 contains 40252 members 
Entering Unmasked Estep 
Score: -119297416.000000 Penalty: 71765.531250
Splitting cluster 17 changes total score from -119297576.000000 to -119297416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (121202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121202 members 
Entering Unmasked Estep 
Score: -15308991.000000 Penalty: 2902.893066
	Iteration 0F: 2 clusters Score -1.530899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60386 members 
Mstep: Class 2 contains 60816 members 
Entering Unmasked Estep 
Score: -15227896.000000 Penalty: 5805.786133
	Iteration 0F: 3 clusters Score -1.52279e+07 nChanged 57467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 62521 members 
Entering Unmasked Estep 
Score: -15261419.000000 Penalty: 5805.786133
	Iteration 1F: 3 clusters Score -1.526142e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 63683 members 
Entering Unmasked Estep 
Score: -15262230.000000 Penalty: 5805.786133
	Iteration 2Q: 3 clusters Score -1.526223e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Mstep: Class 2 contains 65422 members 
Entering Unmasked Estep 
Score: -15263192.000000 Penalty: 5805.786133
	Iteration 3Q: 3 clusters Score -1.526319e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 68193 members 
Entering Unmasked Estep 
Score: -15264664.000000 Penalty: 5805.786133
	Iteration 4Q: 3 clusters Score -1.526466e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -15267237.000000 Penalty: 5805.786133
	Iteration 5Q: 3 clusters Score -1.526724e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 78541 members 
Entering Unmasked Estep 
Score: -15271331.000000 Penalty: 5805.786133
	Iteration 6F: 3 clusters Score -1.527133e+07 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 86477 members 
Entering Unmasked Estep 
Score: -15277570.000000 Penalty: 5805.786133
	Iteration 7F: 3 clusters Score -1.527757e+07 nChanged 9788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 95819 members 
Entering Unmasked Estep 
Score: -15286048.000000 Penalty: 5805.786133
	Iteration 8F: 3 clusters Score -1.528605e+07 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 104271 members 
Entering Unmasked Estep 
Score: -15294460.000000 Penalty: 5805.786133
	Iteration 9F: 3 clusters Score -1.529446e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 109850 members 
Entering Unmasked Estep 
Score: -15300168.000000 Penalty: 5805.786133
	Iteration 10Q: 3 clusters Score -1.530017e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 112896 members 
Entering Unmasked Estep 
Score: -15303285.000000 Penalty: 5805.786133
	Iteration 11Q: 3 clusters Score -1.530328e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 114539 members 
Entering Unmasked Estep 
Score: -15304536.000000 Penalty: 5805.786133
	Iteration 12Q: 3 clusters Score -1.530454e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 115564 members 
Entering Unmasked Estep 
Score: -15305237.000000 Penalty: 5805.786133
	Iteration 13Q: 3 clusters Score -1.530524e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 116258 members 
Entering Unmasked Estep 
Score: -15305601.000000 Penalty: 5805.786133
	Iteration 14Q: 3 clusters Score -1.53056e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 116752 members 
Entering Unmasked Estep 
Score: -15305838.000000 Penalty: 5805.786133
	Iteration 15Q: 3 clusters Score -1.530584e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 117148 members 
Entering Unmasked Estep 
Score: -15305979.000000 Penalty: 5805.786133
	Iteration 16Q: 3 clusters Score -1.530598e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 117457 members 
Entering Unmasked Estep 
Score: -15306071.000000 Penalty: 5805.786133
	Iteration 17Q: 3 clusters Score -1.530607e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 117733 members 
Entering Unmasked Estep 
Score: -15306204.000000 Penalty: 5805.786133
	Iteration 18Q: 3 clusters Score -1.53062e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 117964 members 
Entering Unmasked Estep 
Score: -15306286.000000 Penalty: 5805.786133
	Iteration 19Q: 3 clusters Score -1.530629e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 118182 members 
Entering Unmasked Estep 
Score: -15306345.000000 Penalty: 5805.786133
	Iteration 20F: 3 clusters Score -1.530634e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 118363 members 
Entering Unmasked Estep 
Score: -15306384.000000 Penalty: 5805.786133
	Iteration 21Q: 3 clusters Score -1.530638e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 118503 members 
Entering Unmasked Estep 
Score: -15306414.000000 Penalty: 5805.786133
	Iteration 22Q: 3 clusters Score -1.530641e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 118625 members 
Entering Unmasked Estep 
Score: -15306436.000000 Penalty: 5805.786133
	Iteration 23Q: 3 clusters Score -1.530644e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 118723 members 
Entering Unmasked Estep 
Score: -15306436.000000 Penalty: 5805.786133
	Iteration 24Q: 3 clusters Score -1.530644e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 118803 members 
Entering Unmasked Estep 
Score: -15306466.000000 Penalty: 5805.786133
	Iteration 25Q: 3 clusters Score -1.530647e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 118875 members 
Entering Unmasked Estep 
Score: -15306462.000000 Penalty: 5805.786133
	Iteration 26Q: 3 clusters Score -1.530646e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 118934 members 
Entering Unmasked Estep 
Score: -15306483.000000 Penalty: 5805.786133
	Iteration 27Q: 3 clusters Score -1.530648e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 118991 members 
Entering Unmasked Estep 
Score: -15306504.000000 Penalty: 5805.786133
	Iteration 28Q: 3 clusters Score -1.53065e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 119037 members 
Entering Unmasked Estep 
Score: -15306515.000000 Penalty: 5805.786133
	Iteration 29Q: 3 clusters Score -1.530652e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 119077 members 
Entering Unmasked Estep 
Score: -15306524.000000 Penalty: 5805.786133
	Iteration 30Q: 3 clusters Score -1.530652e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 119114 members 
Entering Unmasked Estep 
Score: -15306528.000000 Penalty: 5805.786133
	Iteration 31Q: 3 clusters Score -1.530653e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 119153 members 
Entering Unmasked Estep 
Score: -15306534.000000 Penalty: 5805.786133
	Iteration 32Q: 3 clusters Score -1.530653e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 119190 members 
Entering Unmasked Estep 
Score: -15306556.000000 Penalty: 5805.786133
	Iteration 33Q: 3 clusters Score -1.530656e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 119221 members 
Entering Unmasked Estep 
Score: -15306584.000000 Penalty: 5805.786133
	Iteration 34Q: 3 clusters Score -1.530658e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 119249 members 
Entering Unmasked Estep 
Score: -15306590.000000 Penalty: 5805.786133
	Iteration 35Q: 3 clusters Score -1.530659e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 119265 members 
Entering Unmasked Estep 
Score: -15306593.000000 Penalty: 5805.786133
	Iteration 36Q: 3 clusters Score -1.530659e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 119290 members 
Entering Unmasked Estep 
Score: -15306595.000000 Penalty: 5805.786133
	Iteration 37Q: 3 clusters Score -1.53066e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 119307 members 
Entering Unmasked Estep 
Score: -15306589.000000 Penalty: 5805.786133
	Iteration 38Q: 3 clusters Score -1.530659e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 119328 members 
Entering Unmasked Estep 
Score: -15306598.000000 Penalty: 5805.786133
	Iteration 39Q: 3 clusters Score -1.53066e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 119346 members 
Entering Unmasked Estep 
Score: -15306588.000000 Penalty: 5805.786133
	Iteration 40F: 3 clusters Score -1.530659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 119364 members 
Entering Unmasked Estep 
Score: -15306598.000000 Penalty: 5805.786133
	Iteration 41Q: 3 clusters Score -1.53066e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 119386 members 
Entering Unmasked Estep 
Score: -15306605.000000 Penalty: 5805.786133
	Iteration 42Q: 3 clusters Score -1.53066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 119402 members 
Entering Unmasked Estep 
Score: -15306591.000000 Penalty: 5805.786133
	Iteration 43Q: 3 clusters Score -1.530659e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 119421 members 
Entering Unmasked Estep 
Score: -15306598.000000 Penalty: 5805.786133
	Iteration 44Q: 3 clusters Score -1.53066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 119431 members 
Entering Unmasked Estep 
Score: -15306596.000000 Penalty: 5805.786133
	Iteration 45Q: 3 clusters Score -1.53066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 119439 members 
Entering Unmasked Estep 
Score: -15306585.000000 Penalty: 5805.786133
	Iteration 46Q: 3 clusters Score -1.530658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 119443 members 
Entering Unmasked Estep 
Score: -15306597.000000 Penalty: 5805.786133
	Iteration 47Q: 3 clusters Score -1.53066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 119447 members 
Entering Unmasked Estep 
Score: -15306602.000000 Penalty: 5805.786133
	Iteration 48Q: 3 clusters Score -1.53066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 119449 members 
Entering Unmasked Estep 
Score: -15306606.000000 Penalty: 5805.786133
	Iteration 49Q: 3 clusters Score -1.530661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 119450 members 
Entering Unmasked Estep 
Score: -15306597.000000 Penalty: 5805.786133
	Iteration 50Q: 3 clusters Score -1.53066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 119450 members 
Entering Unmasked Estep 
Score: -15306597.000000 Penalty: 5805.786133
	Iteration 51F: 3 clusters Score -1.53066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -55095.140625 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -55095.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53577.367188 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -53577.37 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -53860.847656 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -53860.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -54031.046875 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -54031.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54274.679688 Penalty: 3110.410156
	Iteration 3F: 3 clusters Score -54274.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54717.152344 Penalty: 3110.410156
	Iteration 4F: 3 clusters Score -54717.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -54990.062500 Penalty: 3110.410156
	Iteration 5F: 3 clusters Score -54990.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -55112.371094 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -55112.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -55165.257812 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -55165.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55206.050781 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -55206.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -55281.222656 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -55281.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -55358.171875 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -55358.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -55493.886719 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -55493.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -55512.441406 Penalty: 3110.410156
	Iteration 12Q: 3 clusters Score -55512.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -55520.585938 Penalty: 3110.410156
	Iteration 13Q: 3 clusters Score -55520.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -55520.585938 Penalty: 3110.410156
	Iteration 14F: 3 clusters Score -55520.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 49447 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 113152 members 
Mstep: Class 9 contains 305425 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46635 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57295 members 
Mstep: Class 14 contains 171905 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34914 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121202 members 
Mstep: Class 19 contains 173 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 40252 members 
Entering Unmasked Estep 
Score: -119296144.000000 Penalty: 71765.531250
Splitting cluster 19 changes total score from -119297576.000000 to -119296144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (40252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Entering Unmasked Estep 
Score: -5126330.000000 Penalty: 2629.522949
	Iteration 0F: 2 clusters Score -5126330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -5099149.500000 Penalty: 5259.045898
	Iteration 0F: 3 clusters Score -5099150 nChanged 18324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -5109275.500000 Penalty: 5259.045898
	Iteration 1F: 3 clusters Score -5109276 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -5109905.500000 Penalty: 5259.045898
	Iteration 2Q: 3 clusters Score -5109906 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -5110612.000000 Penalty: 5259.045898
	Iteration 3Q: 3 clusters Score -5110612 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -5111583.500000 Penalty: 5259.045898
	Iteration 4Q: 3 clusters Score -5111584 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -5113026.000000 Penalty: 5259.045898
	Iteration 5F: 3 clusters Score -5113026 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -5115035.000000 Penalty: 5259.045898
	Iteration 6F: 3 clusters Score -5115035 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -5117398.000000 Penalty: 5259.045898
	Iteration 7F: 3 clusters Score -5117398 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -5119553.000000 Penalty: 5259.045898
	Iteration 8F: 3 clusters Score -5119553 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -5121147.000000 Penalty: 5259.045898
	Iteration 9Q: 3 clusters Score -5121147 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -5122142.000000 Penalty: 5259.045898
	Iteration 10Q: 3 clusters Score -5122142 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -5122773.000000 Penalty: 5259.045898
	Iteration 11Q: 3 clusters Score -5122773 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -5123217.500000 Penalty: 5259.045898
	Iteration 12Q: 3 clusters Score -5123218 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -5123535.500000 Penalty: 5259.045898
	Iteration 13Q: 3 clusters Score -5123536 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -5123745.500000 Penalty: 5259.045898
	Iteration 14Q: 3 clusters Score -5123746 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -5123889.500000 Penalty: 5259.045898
	Iteration 15Q: 3 clusters Score -5123890 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -5124023.000000 Penalty: 5259.045898
	Iteration 16Q: 3 clusters Score -5124023 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -5124083.500000 Penalty: 5259.045898
	Iteration 17Q: 3 clusters Score -5124084 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -5124138.000000 Penalty: 5259.045898
	Iteration 18Q: 3 clusters Score -5124138 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -5124197.000000 Penalty: 5259.045898
	Iteration 19Q: 3 clusters Score -5124197 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -5124239.000000 Penalty: 5259.045898
	Iteration 20F: 3 clusters Score -5124239 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -5124278.000000 Penalty: 5259.045898
	Iteration 21Q: 3 clusters Score -5124278 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -5124312.000000 Penalty: 5259.045898
	Iteration 22Q: 3 clusters Score -5124312 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -5124339.500000 Penalty: 5259.045898
	Iteration 23Q: 3 clusters Score -5124340 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -5124371.500000 Penalty: 5259.045898
	Iteration 24Q: 3 clusters Score -5124372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -5124393.500000 Penalty: 5259.045898
	Iteration 25Q: 3 clusters Score -5124394 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -5124406.500000 Penalty: 5259.045898
	Iteration 26Q: 3 clusters Score -5124406 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -5124408.500000 Penalty: 5259.045898
	Iteration 27Q: 3 clusters Score -5124408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -5124426.000000 Penalty: 5259.045898
	Iteration 28Q: 3 clusters Score -5124426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -5124440.500000 Penalty: 5259.045898
	Iteration 29Q: 3 clusters Score -5124440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -5124443.000000 Penalty: 5259.045898
	Iteration 30Q: 3 clusters Score -5124443 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -5124448.500000 Penalty: 5259.045898
	Iteration 31Q: 3 clusters Score -5124448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -5124449.500000 Penalty: 5259.045898
	Iteration 32Q: 3 clusters Score -5124450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -5124462.500000 Penalty: 5259.045898
	Iteration 33Q: 3 clusters Score -5124462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -5124468.000000 Penalty: 5259.045898
	Iteration 34Q: 3 clusters Score -5124468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -5124468.500000 Penalty: 5259.045898
	Iteration 35Q: 3 clusters Score -5124468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -5124484.500000 Penalty: 5259.045898
	Iteration 36Q: 3 clusters Score -5124484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -5124492.000000 Penalty: 5259.045898
	Iteration 37Q: 3 clusters Score -5124492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -5124501.000000 Penalty: 5259.045898
	Iteration 38Q: 3 clusters Score -5124501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -5124506.000000 Penalty: 5259.045898
	Iteration 39Q: 3 clusters Score -5124506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -5124517.000000 Penalty: 5259.045898
	Iteration 40F: 3 clusters Score -5124517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -5124509.500000 Penalty: 5259.045898
	Iteration 41Q: 3 clusters Score -5124510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -5124513.000000 Penalty: 5259.045898
	Iteration 42Q: 3 clusters Score -5124513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -5124514.000000 Penalty: 5259.045898
	Iteration 43Q: 3 clusters Score -5124514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -5124514.000000 Penalty: 5259.045898
	Iteration 44Q: 3 clusters Score -5124514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -5124517.500000 Penalty: 5259.045898
	Iteration 45Q: 3 clusters Score -5124518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -5124527.500000 Penalty: 5259.045898
	Iteration 46Q: 3 clusters Score -5124528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -5124527.500000 Penalty: 5259.045898
	Iteration 47Q: 3 clusters Score -5124528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -5124524.500000 Penalty: 5259.045898
	Iteration 48Q: 3 clusters Score -5124524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -5124528.000000 Penalty: 5259.045898
	Iteration 49Q: 3 clusters Score -5124528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -5124533.000000 Penalty: 5259.045898
	Iteration 50Q: 3 clusters Score -5124533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -5124532.500000 Penalty: 5259.045898
	Iteration 51Q: 3 clusters Score -5124532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -5124535.500000 Penalty: 5259.045898
	Iteration 52Q: 3 clusters Score -5124536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -5124542.000000 Penalty: 5259.045898
	Iteration 53Q: 3 clusters Score -5124542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -5124542.500000 Penalty: 5259.045898
	Iteration 54Q: 3 clusters Score -5124542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -5124539.500000 Penalty: 5259.045898
	Iteration 55Q: 3 clusters Score -5124540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -5124543.000000 Penalty: 5259.045898
	Iteration 56Q: 3 clusters Score -5124543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -5124539.500000 Penalty: 5259.045898
	Iteration 57Q: 3 clusters Score -5124540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -5124542.500000 Penalty: 5259.045898
	Iteration 58Q: 3 clusters Score -5124542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -5124548.000000 Penalty: 5259.045898
	Iteration 59Q: 3 clusters Score -5124548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -5124550.000000 Penalty: 5259.045898
	Iteration 60F: 3 clusters Score -5124550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -5124548.500000 Penalty: 5259.045898
	Iteration 61Q: 3 clusters Score -5124548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -5124545.000000 Penalty: 5259.045898
	Iteration 62Q: 3 clusters Score -5124545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -5124547.500000 Penalty: 5259.045898
	Iteration 63Q: 3 clusters Score -5124548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -5124544.000000 Penalty: 5259.045898
	Iteration 64Q: 3 clusters Score -5124544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -5124546.000000 Penalty: 5259.045898
	Iteration 65Q: 3 clusters Score -5124546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -5124541.500000 Penalty: 5259.045898
	Iteration 66Q: 3 clusters Score -5124542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -5124541.500000 Penalty: 5259.045898
	Iteration 67F: 3 clusters Score -5124542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 49447 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 113152 members 
Mstep: Class 9 contains 305425 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46635 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57295 members 
Mstep: Class 14 contains 171905 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34914 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121202 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297568.000000 Penalty: 68348.125000
Iteration 159Q: 21 clusters Score -1.192976e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 49464 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 113051 members 
Mstep: Class 9 contains 305399 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46631 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57300 members 
Mstep: Class 14 contains 172022 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34920 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121180 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297360.000000 Penalty: 68348.125000
Iteration 160F: 21 clusters Score -1.192974e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 49488 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 112944 members 
Mstep: Class 9 contains 305366 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46621 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57310 members 
Mstep: Class 14 contains 172157 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34921 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121152 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297456.000000 Penalty: 68348.125000
Iteration 161Q: 21 clusters Score -1.192975e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 49500 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 112839 members 
Mstep: Class 9 contains 305361 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46616 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57323 members 
Mstep: Class 14 contains 172281 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34916 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121118 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297376.000000 Penalty: 68348.125000
Iteration 162Q: 21 clusters Score -1.192974e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 49506 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 112739 members 
Mstep: Class 9 contains 305328 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46615 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57338 members 
Mstep: Class 14 contains 172422 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34915 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121092 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40269 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 163Q: 21 clusters Score -1.192974e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 49522 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 112647 members 
Mstep: Class 9 contains 305280 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46613 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57355 members 
Mstep: Class 14 contains 172560 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34917 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121058 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40271 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 21 clusters Score -1.192974e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 49538 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 112530 members 
Mstep: Class 9 contains 305236 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46614 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57366 members 
Mstep: Class 14 contains 172730 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34915 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121027 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40268 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 21 clusters Score -1.192973e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 49555 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 112430 members 
Mstep: Class 9 contains 305157 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46608 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57382 members 
Mstep: Class 14 contains 172898 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34918 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 121001 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40273 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 166Q: 21 clusters Score -1.192972e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 49578 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 112342 members 
Mstep: Class 9 contains 305046 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46605 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57393 members 
Mstep: Class 14 contains 173097 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34920 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120977 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40262 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 167Q: 21 clusters Score -1.192972e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 49596 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 112243 members 
Mstep: Class 9 contains 304931 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46606 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57419 members 
Mstep: Class 14 contains 173310 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34922 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120942 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40249 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 21 clusters Score -1.192973e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 49629 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4421 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 112152 members 
Mstep: Class 9 contains 304803 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46609 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57435 members 
Mstep: Class 14 contains 173527 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34915 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120918 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40227 members 
Entering Unmasked Estep 
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Iteration 169Q: 21 clusters Score -1.192972e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 49643 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4426 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 112045 members 
Mstep: Class 9 contains 304722 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46612 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57450 members 
Mstep: Class 14 contains 173716 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34911 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120887 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40220 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 170Q: 21 clusters Score -1.192972e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 49653 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4427 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 111941 members 
Mstep: Class 9 contains 304615 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46630 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57470 members 
Mstep: Class 14 contains 173911 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34902 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120874 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40212 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 171Q: 21 clusters Score -1.192971e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 49663 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4428 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 111833 members 
Mstep: Class 9 contains 304521 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46640 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57488 members 
Mstep: Class 14 contains 174100 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34907 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120849 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40203 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 172Q: 21 clusters Score -1.192972e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 49688 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 111727 members 
Mstep: Class 9 contains 304426 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46653 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57510 members 
Mstep: Class 14 contains 174242 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34907 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120845 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40202 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 21 clusters Score -1.192973e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 49701 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4433 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 111637 members 
Mstep: Class 9 contains 304347 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46659 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57524 members 
Mstep: Class 14 contains 174383 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34900 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120838 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 21 clusters Score -1.192972e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 49721 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4437 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 111540 members 
Mstep: Class 9 contains 304279 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46663 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57536 members 
Mstep: Class 14 contains 174517 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34901 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120836 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40196 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 21 clusters Score -1.192972e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 49732 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4441 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 111435 members 
Mstep: Class 9 contains 304226 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46670 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57547 members 
Mstep: Class 14 contains 174636 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34898 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120846 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40194 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 21 clusters Score -1.192973e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 49747 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4446 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 111330 members 
Mstep: Class 9 contains 304187 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46680 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57561 members 
Mstep: Class 14 contains 174735 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34902 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120847 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40188 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 21 clusters Score -1.192973e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 49766 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4453 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 111246 members 
Mstep: Class 9 contains 304127 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46686 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57575 members 
Mstep: Class 14 contains 174824 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34904 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120852 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40192 members 
Entering Unmasked Estep 
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Iteration 178Q: 21 clusters Score -1.192972e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 49787 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4462 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 111155 members 
Mstep: Class 9 contains 304113 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46693 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57583 members 
Mstep: Class 14 contains 174888 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34902 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120853 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40189 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 179Q: 21 clusters Score -1.192972e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 49803 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 111078 members 
Mstep: Class 9 contains 304109 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46693 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57591 members 
Mstep: Class 14 contains 174963 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34894 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120843 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40181 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 21 clusters Score -1.192973e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 49810 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4478 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 111000 members 
Mstep: Class 9 contains 304085 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46697 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57600 members 
Mstep: Class 14 contains 175023 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34892 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120866 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40173 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 181Q: 21 clusters Score -1.192972e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 49821 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4484 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 110940 members 
Mstep: Class 9 contains 304043 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46700 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57611 members 
Mstep: Class 14 contains 175086 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34889 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120877 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40173 members 
Entering Unmasked Estep 
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Iteration 182Q: 21 clusters Score -1.19297e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 49824 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 110868 members 
Mstep: Class 9 contains 304020 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46707 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57619 members 
Mstep: Class 14 contains 175170 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34888 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120856 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40181 members 
Entering Unmasked Estep 
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Iteration 183Q: 21 clusters Score -1.19297e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 49825 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4495 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 110808 members 
Mstep: Class 9 contains 304007 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46714 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57626 members 
Mstep: Class 14 contains 175225 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34897 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120844 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40183 members 
Entering Unmasked Estep 
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Iteration 184Q: 21 clusters Score -1.192971e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 49831 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4500 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 110729 members 
Mstep: Class 9 contains 303985 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46723 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57632 members 
Mstep: Class 14 contains 175306 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34892 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120840 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40185 members 
Entering Unmasked Estep 
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Iteration 185Q: 21 clusters Score -1.192972e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 49841 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4502 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 110649 members 
Mstep: Class 9 contains 303955 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46734 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57646 members 
Mstep: Class 14 contains 175387 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34889 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120833 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40189 members 
Entering Unmasked Estep 
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Iteration 186Q: 21 clusters Score -1.192972e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 49841 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4506 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 110568 members 
Mstep: Class 9 contains 303954 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46738 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57660 members 
Mstep: Class 14 contains 175461 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34887 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120822 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40191 members 
Entering Unmasked Estep 
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Iteration 187Q: 21 clusters Score -1.19297e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 49836 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4508 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 110488 members 
Mstep: Class 9 contains 303967 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46744 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57675 members 
Mstep: Class 14 contains 175513 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34886 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120819 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40196 members 
Entering Unmasked Estep 
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Iteration 188Q: 21 clusters Score -1.192971e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 49835 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4511 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 110407 members 
Mstep: Class 9 contains 303971 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46747 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57682 members 
Mstep: Class 14 contains 175596 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34882 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120800 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296968.000000 Penalty: 68348.125000
Iteration 189Q: 21 clusters Score -1.19297e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 49843 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4514 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 110323 members 
Mstep: Class 9 contains 303952 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46757 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57695 members 
Mstep: Class 14 contains 175682 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34878 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120784 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296856.000000 Penalty: 68348.125000
Iteration 190Q: 21 clusters Score -1.192969e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 49857 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4520 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 110245 members 
Mstep: Class 9 contains 303921 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46766 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57701 members 
Mstep: Class 14 contains 175770 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34871 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120774 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296784.000000 Penalty: 68348.125000
Iteration 191Q: 21 clusters Score -1.192968e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 49860 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4529 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 110168 members 
Mstep: Class 9 contains 303897 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46764 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57704 members 
Mstep: Class 14 contains 175872 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34869 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120760 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296744.000000 Penalty: 68348.125000
Iteration 192Q: 21 clusters Score -1.192967e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 49859 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4536 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 110099 members 
Mstep: Class 9 contains 303876 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46769 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57705 members 
Mstep: Class 14 contains 175964 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34870 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120745 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296768.000000 Penalty: 68348.125000
Iteration 193Q: 21 clusters Score -1.192968e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 49860 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4539 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 110043 members 
Mstep: Class 9 contains 303866 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46768 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57709 members 
Mstep: Class 14 contains 176039 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34871 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120724 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296752.000000 Penalty: 68348.125000
Iteration 194Q: 21 clusters Score -1.192968e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 49856 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4542 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 110003 members 
Mstep: Class 9 contains 303839 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46769 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57718 members 
Mstep: Class 14 contains 176114 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34868 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120712 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296656.000000 Penalty: 68348.125000
Iteration 195Q: 21 clusters Score -1.192967e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 49859 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4545 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109962 members 
Mstep: Class 9 contains 303796 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46769 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57730 members 
Mstep: Class 14 contains 176188 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34866 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120701 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296608.000000 Penalty: 68348.125000
Iteration 196Q: 21 clusters Score -1.192966e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 49864 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4549 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109918 members 
Mstep: Class 9 contains 303767 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46768 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57733 members 
Mstep: Class 14 contains 176259 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34866 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120692 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296432.000000 Penalty: 68348.125000
Iteration 197Q: 21 clusters Score -1.192964e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 49865 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4551 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109869 members 
Mstep: Class 9 contains 303739 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46774 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57747 members 
Mstep: Class 14 contains 176335 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34861 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120680 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296448.000000 Penalty: 68348.125000
Iteration 198Q: 21 clusters Score -1.192964e+08 nChanged 341
Entering ConstructFrom: 
Score: -119296448.000000 Penalty: 68348.125000
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: -1382975.875000 Penalty: 2321.911377
	Iteration 0F: 2 clusters Score -1382976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1374304.000000 Penalty: 4643.822754
	Iteration 0F: 3 clusters Score -1374304 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1377084.875000 Penalty: 4643.822754
	Iteration 1F: 3 clusters Score -1377085 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1377418.750000 Penalty: 4643.822754
	Iteration 2F: 3 clusters Score -1377419 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1377631.375000 Penalty: 4643.822754
	Iteration 3Q: 3 clusters Score -1377631 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1377794.500000 Penalty: 4643.822754
	Iteration 4Q: 3 clusters Score -1377794 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1377949.125000 Penalty: 4643.822754
	Iteration 5Q: 3 clusters Score -1377949 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1378102.375000 Penalty: 4643.822754
	Iteration 6Q: 3 clusters Score -1378102 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1378302.500000 Penalty: 4643.822754
	Iteration 7Q: 3 clusters Score -1378302 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1378522.250000 Penalty: 4643.822754
	Iteration 8Q: 3 clusters Score -1378522 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1378797.625000 Penalty: 4643.822754
	Iteration 9Q: 3 clusters Score -1378798 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1379159.875000 Penalty: 4643.822754
	Iteration 10Q: 3 clusters Score -1379160 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1379518.250000 Penalty: 4643.822754
	Iteration 11Q: 3 clusters Score -1379518 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1379873.750000 Penalty: 4643.822754
	Iteration 12Q: 3 clusters Score -1379874 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1380208.125000 Penalty: 4643.822754
	Iteration 13Q: 3 clusters Score -1380208 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1380478.375000 Penalty: 4643.822754
	Iteration 14Q: 3 clusters Score -1380478 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1380681.125000 Penalty: 4643.822754
	Iteration 15Q: 3 clusters Score -1380681 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1380831.500000 Penalty: 4643.822754
	Iteration 16Q: 3 clusters Score -1380832 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1380949.625000 Penalty: 4643.822754
	Iteration 17Q: 3 clusters Score -1380950 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1381047.125000 Penalty: 4643.822754
	Iteration 18Q: 3 clusters Score -1381047 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1381136.375000 Penalty: 4643.822754
	Iteration 19Q: 3 clusters Score -1381136 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1381207.875000 Penalty: 4643.822754
	Iteration 20F: 3 clusters Score -1381208 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1381274.125000 Penalty: 4643.822754
	Iteration 21Q: 3 clusters Score -1381274 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1381338.625000 Penalty: 4643.822754
	Iteration 22Q: 3 clusters Score -1381339 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1381396.500000 Penalty: 4643.822754
	Iteration 23Q: 3 clusters Score -1381396 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1381468.125000 Penalty: 4643.822754
	Iteration 24Q: 3 clusters Score -1381468 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1381555.875000 Penalty: 4643.822754
	Iteration 25Q: 3 clusters Score -1381556 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1381659.500000 Penalty: 4643.822754
	Iteration 26Q: 3 clusters Score -1381660 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1381750.500000 Penalty: 4643.822754
	Iteration 27Q: 3 clusters Score -1381750 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1381850.250000 Penalty: 4643.822754
	Iteration 28Q: 3 clusters Score -1381850 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1381948.750000 Penalty: 4643.822754
	Iteration 29Q: 3 clusters Score -1381949 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1382048.875000 Penalty: 4643.822754
	Iteration 30Q: 3 clusters Score -1382049 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1382153.375000 Penalty: 4643.822754
	Iteration 31Q: 3 clusters Score -1382153 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1382253.000000 Penalty: 4643.822754
	Iteration 32Q: 3 clusters Score -1382253 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1382329.000000 Penalty: 4643.822754
	Iteration 33Q: 3 clusters Score -1382329 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1382404.000000 Penalty: 4643.822754
	Iteration 34Q: 3 clusters Score -1382404 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1382478.750000 Penalty: 4643.822754
	Iteration 35Q: 3 clusters Score -1382479 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1382540.500000 Penalty: 4643.822754
	Iteration 36Q: 3 clusters Score -1382540 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1382575.750000 Penalty: 4643.822754
	Iteration 37Q: 3 clusters Score -1382576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1382599.125000 Penalty: 4643.822754
	Iteration 38Q: 3 clusters Score -1382599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1382624.500000 Penalty: 4643.822754
	Iteration 39Q: 3 clusters Score -1382624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1382640.625000 Penalty: 4643.822754
	Iteration 40F: 3 clusters Score -1382641 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1382654.750000 Penalty: 4643.822754
	Iteration 41Q: 3 clusters Score -1382655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1382670.375000 Penalty: 4643.822754
	Iteration 42Q: 3 clusters Score -1382670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1382688.375000 Penalty: 4643.822754
	Iteration 43Q: 3 clusters Score -1382688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1382700.875000 Penalty: 4643.822754
	Iteration 44Q: 3 clusters Score -1382701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1382712.625000 Penalty: 4643.822754
	Iteration 45Q: 3 clusters Score -1382713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1382721.875000 Penalty: 4643.822754
	Iteration 46Q: 3 clusters Score -1382722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1382728.250000 Penalty: 4643.822754
	Iteration 47Q: 3 clusters Score -1382728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1382740.625000 Penalty: 4643.822754
	Iteration 48Q: 3 clusters Score -1382741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1382747.500000 Penalty: 4643.822754
	Iteration 49Q: 3 clusters Score -1382748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1382752.250000 Penalty: 4643.822754
	Iteration 50Q: 3 clusters Score -1382752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1382757.125000 Penalty: 4643.822754
	Iteration 51Q: 3 clusters Score -1382757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1382757.125000 Penalty: 4643.822754
	Iteration 52Q: 3 clusters Score -1382757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1382758.875000 Penalty: 4643.822754
	Iteration 53Q: 3 clusters Score -1382759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1382758.875000 Penalty: 4643.822754
	Iteration 54Q: 3 clusters Score -1382759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1382758.875000 Penalty: 4643.822754
	Iteration 55F: 3 clusters Score -1382759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Entering Unmasked Estep 
Score: -6357086.000000 Penalty: 2682.674316
	Iteration 0F: 2 clusters Score -6357086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -6323577.500000 Penalty: 5365.348633
	Iteration 0F: 3 clusters Score -6323578 nChanged 23024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -6336439.500000 Penalty: 5365.348633
	Iteration 1F: 3 clusters Score -6336440 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -6336946.000000 Penalty: 5365.348633
	Iteration 2Q: 3 clusters Score -6336946 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -6337402.000000 Penalty: 5365.348633
	Iteration 3Q: 3 clusters Score -6337402 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -6337802.500000 Penalty: 5365.348633
	Iteration 4Q: 3 clusters Score -6337802 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -6338208.500000 Penalty: 5365.348633
	Iteration 5Q: 3 clusters Score -6338208 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -6338645.000000 Penalty: 5365.348633
	Iteration 6Q: 3 clusters Score -6338645 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -6339260.000000 Penalty: 5365.348633
	Iteration 7Q: 3 clusters Score -6339260 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -6340144.000000 Penalty: 5365.348633
	Iteration 8Q: 3 clusters Score -6340144 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -6341576.500000 Penalty: 5365.348633
	Iteration 9Q: 3 clusters Score -6341576 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -6343558.500000 Penalty: 5365.348633
	Iteration 10F: 3 clusters Score -6343558 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -6346102.500000 Penalty: 5365.348633
	Iteration 11F: 3 clusters Score -6346102 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -6348640.000000 Penalty: 5365.348633
	Iteration 12F: 3 clusters Score -6348640 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -6350681.000000 Penalty: 5365.348633
	Iteration 13Q: 3 clusters Score -6350681 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -6352118.500000 Penalty: 5365.348633
	Iteration 14Q: 3 clusters Score -6352118 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -6353065.500000 Penalty: 5365.348633
	Iteration 15Q: 3 clusters Score -6353066 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -6353609.000000 Penalty: 5365.348633
	Iteration 16Q: 3 clusters Score -6353609 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6353907.500000 Penalty: 5365.348633
	Iteration 17Q: 3 clusters Score -6353908 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6354113.500000 Penalty: 5365.348633
	Iteration 18Q: 3 clusters Score -6354114 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6354291.000000 Penalty: 5365.348633
	Iteration 19Q: 3 clusters Score -6354291 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -6354398.000000 Penalty: 5365.348633
	Iteration 20F: 3 clusters Score -6354398 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6354459.500000 Penalty: 5365.348633
	Iteration 21Q: 3 clusters Score -6354460 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6354512.000000 Penalty: 5365.348633
	Iteration 22Q: 3 clusters Score -6354512 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6354540.000000 Penalty: 5365.348633
	Iteration 23Q: 3 clusters Score -6354540 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6354610.000000 Penalty: 5365.348633
	Iteration 24Q: 3 clusters Score -6354610 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6354637.000000 Penalty: 5365.348633
	Iteration 25Q: 3 clusters Score -6354637 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6354653.500000 Penalty: 5365.348633
	Iteration 26Q: 3 clusters Score -6354654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6354670.000000 Penalty: 5365.348633
	Iteration 27Q: 3 clusters Score -6354670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6354694.000000 Penalty: 5365.348633
	Iteration 28Q: 3 clusters Score -6354694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6354706.500000 Penalty: 5365.348633
	Iteration 29Q: 3 clusters Score -6354706 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6354726.000000 Penalty: 5365.348633
	Iteration 30Q: 3 clusters Score -6354726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6354756.000000 Penalty: 5365.348633
	Iteration 31Q: 3 clusters Score -6354756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6354764.000000 Penalty: 5365.348633
	Iteration 32Q: 3 clusters Score -6354764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6354762.500000 Penalty: 5365.348633
	Iteration 33Q: 3 clusters Score -6354762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6354772.000000 Penalty: 5365.348633
	Iteration 34Q: 3 clusters Score -6354772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6354773.500000 Penalty: 5365.348633
	Iteration 35Q: 3 clusters Score -6354774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6354777.000000 Penalty: 5365.348633
	Iteration 36Q: 3 clusters Score -6354777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6354780.000000 Penalty: 5365.348633
	Iteration 37Q: 3 clusters Score -6354780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6354773.500000 Penalty: 5365.348633
	Iteration 38Q: 3 clusters Score -6354774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6354784.000000 Penalty: 5365.348633
	Iteration 39Q: 3 clusters Score -6354784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6354780.500000 Penalty: 5365.348633
	Iteration 40F: 3 clusters Score -6354780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6354781.500000 Penalty: 5365.348633
	Iteration 41Q: 3 clusters Score -6354782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6354782.000000 Penalty: 5365.348633
	Iteration 42Q: 3 clusters Score -6354782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6354781.000000 Penalty: 5365.348633
	Iteration 43Q: 3 clusters Score -6354781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6354781.000000 Penalty: 5365.348633
	Iteration 44Q: 3 clusters Score -6354781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6354786.500000 Penalty: 5365.348633
	Iteration 45Q: 3 clusters Score -6354786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6354786.500000 Penalty: 5365.348633
	Iteration 46F: 3 clusters Score -6354786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -68180.476562 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -68180.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -66586.789062 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -66586.79 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67342.828125 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -67342.83 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68126.390625 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -68126.39 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -68905.085938 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -68905.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69338.578125 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -69338.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -69464.710938 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -69464.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -69670.312500 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -69670.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -69760.210938 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -69760.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -69760.210938 Penalty: 3263.308594
	Iteration 8F: 3 clusters Score -69760.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 49873 members 
Mstep: Class 3 contains 516 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4552 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109817 members 
Mstep: Class 9 contains 303698 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46776 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57760 members 
Mstep: Class 14 contains 176423 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34860 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120667 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 204 members 
Mstep: Class 21 contains 40211 members 
Entering Unmasked Estep 
Score: -119296080.000000 Penalty: 71765.531250
Splitting cluster 3 changes total score from -119296448.000000 to -119296080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -211032.890625 Penalty: 1851.056274
	Iteration 0F: 2 clusters Score -211032.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -208599.593750 Penalty: 3702.112549
	Iteration 0F: 3 clusters Score -208599.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -209018.515625 Penalty: 3702.112549
	Iteration 1F: 3 clusters Score -209018.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -209167.125000 Penalty: 3702.112549
	Iteration 2F: 3 clusters Score -209167.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -209261.890625 Penalty: 3702.112549
	Iteration 3Q: 3 clusters Score -209261.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -209312.843750 Penalty: 3702.112549
	Iteration 4Q: 3 clusters Score -209312.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -209348.078125 Penalty: 3702.112549
	Iteration 5Q: 3 clusters Score -209348.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -209363.500000 Penalty: 3702.112549
	Iteration 6Q: 3 clusters Score -209363.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -209372.468750 Penalty: 3702.112549
	Iteration 7Q: 3 clusters Score -209372.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -209379.390625 Penalty: 3702.112549
	Iteration 8Q: 3 clusters Score -209379.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -209388.296875 Penalty: 3702.112549
	Iteration 9Q: 3 clusters Score -209388.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -209391.515625 Penalty: 3702.112549
	Iteration 10Q: 3 clusters Score -209391.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -209395.765625 Penalty: 3702.112549
	Iteration 11Q: 3 clusters Score -209395.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -209398.000000 Penalty: 3702.112549
	Iteration 12Q: 3 clusters Score -209398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -209400.046875 Penalty: 3702.112549
	Iteration 13Q: 3 clusters Score -209400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -209401.171875 Penalty: 3702.112549
	Iteration 14Q: 3 clusters Score -209401.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -209402.875000 Penalty: 3702.112549
	Iteration 15Q: 3 clusters Score -209402.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -209403.312500 Penalty: 3702.112549
	Iteration 16Q: 3 clusters Score -209403.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -209403.312500 Penalty: 3702.112549
	Iteration 17F: 3 clusters Score -209403.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -19696.048828 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -19696.05 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 92 members 
Entering Unmasked Estep 
Score: -18551.783203 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -18551.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18687.341797 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -18687.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18753.419922 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -18753.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -18835.150391 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -18835.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -18899.894531 Penalty: 2663.836426
	Iteration 4Q: 3 clusters Score -18899.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -18909.857422 Penalty: 2663.836426
	Iteration 5Q: 3 clusters Score -18909.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -18909.857422 Penalty: 2663.836426
	Iteration 6F: 3 clusters Score -18909.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Entering Unmasked Estep 
Score: -546579.750000 Penalty: 2088.983887
	Iteration 0F: 2 clusters Score -546579.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -542345.625000 Penalty: 4177.967773
	Iteration 0F: 3 clusters Score -542345.6 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -543384.187500 Penalty: 4177.967773
	Iteration 1F: 3 clusters Score -543384.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -543744.250000 Penalty: 4177.967773
	Iteration 2F: 3 clusters Score -543744.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -543977.687500 Penalty: 4177.967773
	Iteration 3F: 3 clusters Score -543977.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -544139.000000 Penalty: 4177.967773
	Iteration 4F: 3 clusters Score -544139 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -544261.937500 Penalty: 4177.967773
	Iteration 5Q: 3 clusters Score -544261.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -544369.625000 Penalty: 4177.967773
	Iteration 6Q: 3 clusters Score -544369.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -544478.187500 Penalty: 4177.967773
	Iteration 7Q: 3 clusters Score -544478.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -544561.187500 Penalty: 4177.967773
	Iteration 8Q: 3 clusters Score -544561.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -544632.250000 Penalty: 4177.967773
	Iteration 9Q: 3 clusters Score -544632.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -544696.125000 Penalty: 4177.967773
	Iteration 10Q: 3 clusters Score -544696.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -544751.250000 Penalty: 4177.967773
	Iteration 11Q: 3 clusters Score -544751.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -544789.187500 Penalty: 4177.967773
	Iteration 12Q: 3 clusters Score -544789.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -544822.437500 Penalty: 4177.967773
	Iteration 13Q: 3 clusters Score -544822.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -544853.937500 Penalty: 4177.967773
	Iteration 14Q: 3 clusters Score -544853.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -544880.312500 Penalty: 4177.967773
	Iteration 15Q: 3 clusters Score -544880.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -544901.937500 Penalty: 4177.967773
	Iteration 16Q: 3 clusters Score -544901.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -544924.625000 Penalty: 4177.967773
	Iteration 17Q: 3 clusters Score -544924.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -544940.937500 Penalty: 4177.967773
	Iteration 18Q: 3 clusters Score -544940.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -544955.187500 Penalty: 4177.967773
	Iteration 19Q: 3 clusters Score -544955.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -544974.500000 Penalty: 4177.967773
	Iteration 20F: 3 clusters Score -544974.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -544995.562500 Penalty: 4177.967773
	Iteration 21Q: 3 clusters Score -544995.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -545016.687500 Penalty: 4177.967773
	Iteration 22Q: 3 clusters Score -545016.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -545039.250000 Penalty: 4177.967773
	Iteration 23Q: 3 clusters Score -545039.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -545054.750000 Penalty: 4177.967773
	Iteration 24Q: 3 clusters Score -545054.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -545067.687500 Penalty: 4177.967773
	Iteration 25Q: 3 clusters Score -545067.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -545077.812500 Penalty: 4177.967773
	Iteration 26Q: 3 clusters Score -545077.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -545088.250000 Penalty: 4177.967773
	Iteration 27Q: 3 clusters Score -545088.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -545097.375000 Penalty: 4177.967773
	Iteration 28Q: 3 clusters Score -545097.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -545106.250000 Penalty: 4177.967773
	Iteration 29Q: 3 clusters Score -545106.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -545114.437500 Penalty: 4177.967773
	Iteration 30Q: 3 clusters Score -545114.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -545120.625000 Penalty: 4177.967773
	Iteration 31Q: 3 clusters Score -545120.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -545125.625000 Penalty: 4177.967773
	Iteration 32Q: 3 clusters Score -545125.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -545132.125000 Penalty: 4177.967773
	Iteration 33Q: 3 clusters Score -545132.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -545139.000000 Penalty: 4177.967773
	Iteration 34Q: 3 clusters Score -545139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -545146.625000 Penalty: 4177.967773
	Iteration 35Q: 3 clusters Score -545146.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -545150.000000 Penalty: 4177.967773
	Iteration 36Q: 3 clusters Score -545150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -545156.562500 Penalty: 4177.967773
	Iteration 37Q: 3 clusters Score -545156.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -545161.250000 Penalty: 4177.967773
	Iteration 38Q: 3 clusters Score -545161.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -545168.000000 Penalty: 4177.967773
	Iteration 39Q: 3 clusters Score -545168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -545175.250000 Penalty: 4177.967773
	Iteration 40F: 3 clusters Score -545175.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -545180.687500 Penalty: 4177.967773
	Iteration 41Q: 3 clusters Score -545180.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -545183.937500 Penalty: 4177.967773
	Iteration 42Q: 3 clusters Score -545183.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -545186.250000 Penalty: 4177.967773
	Iteration 43Q: 3 clusters Score -545186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -545189.250000 Penalty: 4177.967773
	Iteration 44Q: 3 clusters Score -545189.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -545192.500000 Penalty: 4177.967773
	Iteration 45Q: 3 clusters Score -545192.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -545194.375000 Penalty: 4177.967773
	Iteration 46Q: 3 clusters Score -545194.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -545195.500000 Penalty: 4177.967773
	Iteration 47Q: 3 clusters Score -545195.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -545196.687500 Penalty: 4177.967773
	Iteration 48Q: 3 clusters Score -545196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -545197.125000 Penalty: 4177.967773
	Iteration 49Q: 3 clusters Score -545197.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -545196.375000 Penalty: 4177.967773
	Iteration 50Q: 3 clusters Score -545196.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -545198.500000 Penalty: 4177.967773
	Iteration 51Q: 3 clusters Score -545198.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -545202.000000 Penalty: 4177.967773
	Iteration 52Q: 3 clusters Score -545202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -545203.625000 Penalty: 4177.967773
	Iteration 53Q: 3 clusters Score -545203.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -545203.312500 Penalty: 4177.967773
	Iteration 54Q: 3 clusters Score -545203.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -545203.312500 Penalty: 4177.967773
	Iteration 55F: 3 clusters Score -545203.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -57984.898438 Penalty: 1552.849976
	Iteration 0F: 2 clusters Score -57984.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56518.566406 Penalty: 3105.699951
	Iteration 0F: 3 clusters Score -56518.57 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56698.144531 Penalty: 3105.699951
	Iteration 1F: 3 clusters Score -56698.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56822.441406 Penalty: 3105.699951
	Iteration 2F: 3 clusters Score -56822.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56897.007812 Penalty: 3105.699951
	Iteration 3Q: 3 clusters Score -56897.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -56942.800781 Penalty: 3105.699951
	Iteration 4Q: 3 clusters Score -56942.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56962.578125 Penalty: 3105.699951
	Iteration 5Q: 3 clusters Score -56962.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56989.121094 Penalty: 3105.699951
	Iteration 6Q: 3 clusters Score -56989.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -57007.191406 Penalty: 3105.699951
	Iteration 7Q: 3 clusters Score -57007.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -57015.535156 Penalty: 3105.699951
	Iteration 8Q: 3 clusters Score -57015.54 nChanged 1
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: -57017.816406 Penalty: 3105.699951
	Iteration 9Q: 3 clusters Score -57017.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57020.027344 Penalty: 3105.699951
	Iteration 10Q: 3 clusters Score -57020.03 nChanged 1
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: -57021.710938 Penalty: 3105.699951
	Iteration 11Q: 3 clusters Score -57021.71 nChanged 0
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: -57021.710938 Penalty: 3105.699951
	Iteration 12F: 3 clusters Score -57021.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (109817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109817 members 
Entering Unmasked Estep 
Score: -13905070.000000 Penalty: 2878.429443
	Iteration 0F: 2 clusters Score -1.390507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 54881 members 
Entering Unmasked Estep 
Score: -13831625.000000 Penalty: 5756.858887
	Iteration 0F: 3 clusters Score -1.383162e+07 nChanged 52214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -13861564.000000 Penalty: 5756.858887
	Iteration 1F: 3 clusters Score -1.386156e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -13862191.000000 Penalty: 5756.858887
	Iteration 2Q: 3 clusters Score -1.386219e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -13862902.000000 Penalty: 5756.858887
	Iteration 3Q: 3 clusters Score -1.38629e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -13863806.000000 Penalty: 5756.858887
	Iteration 4Q: 3 clusters Score -1.386381e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56352 members 
Mstep: Class 2 contains 53465 members 
Entering Unmasked Estep 
Score: -13865378.000000 Penalty: 5756.858887
	Iteration 5Q: 3 clusters Score -1.386538e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -13867797.000000 Penalty: 5756.858887
	Iteration 6Q: 3 clusters Score -1.38678e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57452 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -13870858.000000 Penalty: 5756.858887
	Iteration 7Q: 3 clusters Score -1.387086e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57645 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -13875147.000000 Penalty: 5756.858887
	Iteration 8F: 3 clusters Score -1.387515e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 52375 members 
Entering Unmasked Estep 
Score: -13880000.000000 Penalty: 5756.858887
	Iteration 9F: 3 clusters Score -1.388e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -13884670.000000 Penalty: 5756.858887
	Iteration 10F: 3 clusters Score -1.388467e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -13887513.000000 Penalty: 5756.858887
	Iteration 11F: 3 clusters Score -1.388751e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56246 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -13888607.000000 Penalty: 5756.858887
	Iteration 12Q: 3 clusters Score -1.388861e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -13889019.000000 Penalty: 5756.858887
	Iteration 13Q: 3 clusters Score -1.388902e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -13889197.000000 Penalty: 5756.858887
	Iteration 14Q: 3 clusters Score -1.38892e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -13889352.000000 Penalty: 5756.858887
	Iteration 15Q: 3 clusters Score -1.388935e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 54781 members 
Entering Unmasked Estep 
Score: -13889575.000000 Penalty: 5756.858887
	Iteration 16Q: 3 clusters Score -1.388958e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -13889723.000000 Penalty: 5756.858887
	Iteration 17Q: 3 clusters Score -1.388972e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -13889908.000000 Penalty: 5756.858887
	Iteration 18Q: 3 clusters Score -1.388991e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -13890061.000000 Penalty: 5756.858887
	Iteration 19Q: 3 clusters Score -1.389006e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -13890241.000000 Penalty: 5756.858887
	Iteration 20F: 3 clusters Score -1.389024e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52656 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -13890382.000000 Penalty: 5756.858887
	Iteration 21Q: 3 clusters Score -1.389038e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52102 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -13890435.000000 Penalty: 5756.858887
	Iteration 22Q: 3 clusters Score -1.389044e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 58282 members 
Entering Unmasked Estep 
Score: -13890561.000000 Penalty: 5756.858887
	Iteration 23Q: 3 clusters Score -1.389056e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 58904 members 
Entering Unmasked Estep 
Score: -13890683.000000 Penalty: 5756.858887
	Iteration 24Q: 3 clusters Score -1.389068e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -13890821.000000 Penalty: 5756.858887
	Iteration 25Q: 3 clusters Score -1.389082e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -13890931.000000 Penalty: 5756.858887
	Iteration 26Q: 3 clusters Score -1.389093e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -13890944.000000 Penalty: 5756.858887
	Iteration 27Q: 3 clusters Score -1.389094e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -13891050.000000 Penalty: 5756.858887
	Iteration 28Q: 3 clusters Score -1.389105e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -13891138.000000 Penalty: 5756.858887
	Iteration 29Q: 3 clusters Score -1.389114e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 62739 members 
Entering Unmasked Estep 
Score: -13891201.000000 Penalty: 5756.858887
	Iteration 30Q: 3 clusters Score -1.38912e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 63509 members 
Entering Unmasked Estep 
Score: -13891308.000000 Penalty: 5756.858887
	Iteration 31Q: 3 clusters Score -1.389131e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 64290 members 
Entering Unmasked Estep 
Score: -13891477.000000 Penalty: 5756.858887
	Iteration 32Q: 3 clusters Score -1.389148e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
Score: -13891620.000000 Penalty: 5756.858887
	Iteration 33Q: 3 clusters Score -1.389162e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 65959 members 
Entering Unmasked Estep 
Score: -13891789.000000 Penalty: 5756.858887
	Iteration 34Q: 3 clusters Score -1.389179e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 66843 members 
Entering Unmasked Estep 
Score: -13891925.000000 Penalty: 5756.858887
	Iteration 35Q: 3 clusters Score -1.389192e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 67795 members 
Entering Unmasked Estep 
Score: -13892060.000000 Penalty: 5756.858887
	Iteration 36Q: 3 clusters Score -1.389206e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -13892211.000000 Penalty: 5756.858887
	Iteration 37Q: 3 clusters Score -1.389221e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 69770 members 
Entering Unmasked Estep 
Score: -13892374.000000 Penalty: 5756.858887
	Iteration 38Q: 3 clusters Score -1.389237e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -13892581.000000 Penalty: 5756.858887
	Iteration 39Q: 3 clusters Score -1.389258e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 71876 members 
Entering Unmasked Estep 
Score: -13892826.000000 Penalty: 5756.858887
	Iteration 40F: 3 clusters Score -1.389283e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 73005 members 
Entering Unmasked Estep 
Score: -13893032.000000 Penalty: 5756.858887
	Iteration 41Q: 3 clusters Score -1.389303e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 74133 members 
Entering Unmasked Estep 
Score: -13893245.000000 Penalty: 5756.858887
	Iteration 42Q: 3 clusters Score -1.389324e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 75312 members 
Entering Unmasked Estep 
Score: -13893465.000000 Penalty: 5756.858887
	Iteration 43Q: 3 clusters Score -1.389346e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -13893687.000000 Penalty: 5756.858887
	Iteration 44Q: 3 clusters Score -1.389369e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 77819 members 
Entering Unmasked Estep 
Score: -13893991.000000 Penalty: 5756.858887
	Iteration 45Q: 3 clusters Score -1.389399e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 79114 members 
Entering Unmasked Estep 
Score: -13894281.000000 Penalty: 5756.858887
	Iteration 46Q: 3 clusters Score -1.389428e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 80446 members 
Entering Unmasked Estep 
Score: -13894566.000000 Penalty: 5756.858887
	Iteration 47Q: 3 clusters Score -1.389457e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
Score: -13894880.000000 Penalty: 5756.858887
	Iteration 48Q: 3 clusters Score -1.389488e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 83041 members 
Entering Unmasked Estep 
Score: -13895229.000000 Penalty: 5756.858887
	Iteration 49Q: 3 clusters Score -1.389523e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 84367 members 
Entering Unmasked Estep 
Score: -13895530.000000 Penalty: 5756.858887
	Iteration 50Q: 3 clusters Score -1.389553e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 85674 members 
Entering Unmasked Estep 
Score: -13895805.000000 Penalty: 5756.858887
	Iteration 51Q: 3 clusters Score -1.38958e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 87009 members 
Entering Unmasked Estep 
Score: -13896174.000000 Penalty: 5756.858887
	Iteration 52Q: 3 clusters Score -1.389617e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 88384 members 
Entering Unmasked Estep 
Score: -13896522.000000 Penalty: 5756.858887
	Iteration 53Q: 3 clusters Score -1.389652e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 89746 members 
Entering Unmasked Estep 
Score: -13896992.000000 Penalty: 5756.858887
	Iteration 54Q: 3 clusters Score -1.389699e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -13897348.000000 Penalty: 5756.858887
	Iteration 55Q: 3 clusters Score -1.389735e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 92485 members 
Entering Unmasked Estep 
Score: -13897777.000000 Penalty: 5756.858887
	Iteration 56Q: 3 clusters Score -1.389778e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 93827 members 
Entering Unmasked Estep 
Score: -13898228.000000 Penalty: 5756.858887
	Iteration 57Q: 3 clusters Score -1.389823e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 95137 members 
Entering Unmasked Estep 
Score: -13898586.000000 Penalty: 5756.858887
	Iteration 58Q: 3 clusters Score -1.389859e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 96377 members 
Entering Unmasked Estep 
Score: -13899036.000000 Penalty: 5756.858887
	Iteration 59Q: 3 clusters Score -1.389904e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 97521 members 
Entering Unmasked Estep 
Score: -13899426.000000 Penalty: 5756.858887
	Iteration 60F: 3 clusters Score -1.389943e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 98637 members 
Entering Unmasked Estep 
Score: -13899784.000000 Penalty: 5756.858887
	Iteration 61Q: 3 clusters Score -1.389978e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -13900262.000000 Penalty: 5756.858887
	Iteration 62Q: 3 clusters Score -1.390026e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 100674 members 
Entering Unmasked Estep 
Score: -13900615.000000 Penalty: 5756.858887
	Iteration 63Q: 3 clusters Score -1.390062e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 101529 members 
Entering Unmasked Estep 
Score: -13900901.000000 Penalty: 5756.858887
	Iteration 64Q: 3 clusters Score -1.39009e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 102288 members 
Entering Unmasked Estep 
Score: -13901141.000000 Penalty: 5756.858887
	Iteration 65Q: 3 clusters Score -1.390114e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 102971 members 
Entering Unmasked Estep 
Score: -13901411.000000 Penalty: 5756.858887
	Iteration 66Q: 3 clusters Score -1.390141e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 103559 members 
Entering Unmasked Estep 
Score: -13901547.000000 Penalty: 5756.858887
	Iteration 67Q: 3 clusters Score -1.390155e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 104128 members 
Entering Unmasked Estep 
Score: -13901681.000000 Penalty: 5756.858887
	Iteration 68Q: 3 clusters Score -1.390168e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 104674 members 
Entering Unmasked Estep 
Score: -13901894.000000 Penalty: 5756.858887
	Iteration 69Q: 3 clusters Score -1.390189e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 105108 members 
Entering Unmasked Estep 
Score: -13902019.000000 Penalty: 5756.858887
	Iteration 70Q: 3 clusters Score -1.390202e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 105523 members 
Entering Unmasked Estep 
Score: -13902136.000000 Penalty: 5756.858887
	Iteration 71Q: 3 clusters Score -1.390214e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 105893 members 
Entering Unmasked Estep 
Score: -13902243.000000 Penalty: 5756.858887
	Iteration 72Q: 3 clusters Score -1.390224e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 106201 members 
Entering Unmasked Estep 
Score: -13902361.000000 Penalty: 5756.858887
	Iteration 73Q: 3 clusters Score -1.390236e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 106473 members 
Entering Unmasked Estep 
Score: -13902443.000000 Penalty: 5756.858887
	Iteration 74Q: 3 clusters Score -1.390244e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 106679 members 
Entering Unmasked Estep 
Score: -13902472.000000 Penalty: 5756.858887
	Iteration 75Q: 3 clusters Score -1.390247e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 106855 members 
Entering Unmasked Estep 
Score: -13902514.000000 Penalty: 5756.858887
	Iteration 76Q: 3 clusters Score -1.390251e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 107002 members 
Entering Unmasked Estep 
Score: -13902555.000000 Penalty: 5756.858887
	Iteration 77Q: 3 clusters Score -1.390256e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 107136 members 
Entering Unmasked Estep 
Score: -13902623.000000 Penalty: 5756.858887
	Iteration 78Q: 3 clusters Score -1.390262e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 107256 members 
Entering Unmasked Estep 
Score: -13902656.000000 Penalty: 5756.858887
	Iteration 79Q: 3 clusters Score -1.390266e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 107371 members 
Entering Unmasked Estep 
Score: -13902700.000000 Penalty: 5756.858887
	Iteration 80F: 3 clusters Score -1.39027e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 107478 members 
Entering Unmasked Estep 
Score: -13902750.000000 Penalty: 5756.858887
	Iteration 81Q: 3 clusters Score -1.390275e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 107560 members 
Entering Unmasked Estep 
Score: -13902754.000000 Penalty: 5756.858887
	Iteration 82Q: 3 clusters Score -1.390275e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 107635 members 
Entering Unmasked Estep 
Score: -13902769.000000 Penalty: 5756.858887
	Iteration 83Q: 3 clusters Score -1.390277e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 107706 members 
Entering Unmasked Estep 
Score: -13902790.000000 Penalty: 5756.858887
	Iteration 84Q: 3 clusters Score -1.390279e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 107760 members 
Entering Unmasked Estep 
Score: -13902830.000000 Penalty: 5756.858887
	Iteration 85Q: 3 clusters Score -1.390283e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 107810 members 
Entering Unmasked Estep 
Score: -13902832.000000 Penalty: 5756.858887
	Iteration 86Q: 3 clusters Score -1.390283e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 107864 members 
Entering Unmasked Estep 
Score: -13902852.000000 Penalty: 5756.858887
	Iteration 87Q: 3 clusters Score -1.390285e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 107932 members 
Entering Unmasked Estep 
Score: -13902865.000000 Penalty: 5756.858887
	Iteration 88Q: 3 clusters Score -1.390286e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 107978 members 
Entering Unmasked Estep 
Score: -13902872.000000 Penalty: 5756.858887
	Iteration 89Q: 3 clusters Score -1.390287e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 108008 members 
Entering Unmasked Estep 
Score: -13902903.000000 Penalty: 5756.858887
	Iteration 90Q: 3 clusters Score -1.39029e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 108046 members 
Entering Unmasked Estep 
Score: -13902911.000000 Penalty: 5756.858887
	Iteration 91Q: 3 clusters Score -1.390291e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 108075 members 
Entering Unmasked Estep 
Score: -13902915.000000 Penalty: 5756.858887
	Iteration 92Q: 3 clusters Score -1.390292e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 108094 members 
Entering Unmasked Estep 
Score: -13902916.000000 Penalty: 5756.858887
	Iteration 93Q: 3 clusters Score -1.390292e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 108121 members 
Entering Unmasked Estep 
Score: -13902927.000000 Penalty: 5756.858887
	Iteration 94Q: 3 clusters Score -1.390293e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 108146 members 
Entering Unmasked Estep 
Score: -13902935.000000 Penalty: 5756.858887
	Iteration 95Q: 3 clusters Score -1.390294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 108164 members 
Entering Unmasked Estep 
Score: -13902943.000000 Penalty: 5756.858887
	Iteration 96Q: 3 clusters Score -1.390294e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 108186 members 
Entering Unmasked Estep 
Score: -13902950.000000 Penalty: 5756.858887
	Iteration 97Q: 3 clusters Score -1.390295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 108203 members 
Entering Unmasked Estep 
Score: -13902948.000000 Penalty: 5756.858887
	Iteration 98Q: 3 clusters Score -1.390295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 108214 members 
Entering Unmasked Estep 
Score: -13902958.000000 Penalty: 5756.858887
	Iteration 99Q: 3 clusters Score -1.390296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 108227 members 
Entering Unmasked Estep 
Score: -13902963.000000 Penalty: 5756.858887
	Iteration 100F: 3 clusters Score -1.390296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 108236 members 
Entering Unmasked Estep 
Score: -13902951.000000 Penalty: 5756.858887
	Iteration 101Q: 3 clusters Score -1.390295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 108241 members 
Entering Unmasked Estep 
Score: -13902959.000000 Penalty: 5756.858887
	Iteration 102Q: 3 clusters Score -1.390296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 108246 members 
Entering Unmasked Estep 
Score: -13902971.000000 Penalty: 5756.858887
	Iteration 103Q: 3 clusters Score -1.390297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 108250 members 
Entering Unmasked Estep 
Score: -13902971.000000 Penalty: 5756.858887
	Iteration 104Q: 3 clusters Score -1.390297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 108255 members 
Entering Unmasked Estep 
Score: -13902977.000000 Penalty: 5756.858887
	Iteration 105Q: 3 clusters Score -1.390298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 108263 members 
Entering Unmasked Estep 
Score: -13902981.000000 Penalty: 5756.858887
	Iteration 106Q: 3 clusters Score -1.390298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 108270 members 
Entering Unmasked Estep 
Score: -13902979.000000 Penalty: 5756.858887
	Iteration 107Q: 3 clusters Score -1.390298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 108278 members 
Entering Unmasked Estep 
Score: -13902986.000000 Penalty: 5756.858887
	Iteration 108Q: 3 clusters Score -1.390299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 108288 members 
Entering Unmasked Estep 
Score: -13902981.000000 Penalty: 5756.858887
	Iteration 109Q: 3 clusters Score -1.390298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 108295 members 
Entering Unmasked Estep 
Score: -13902978.000000 Penalty: 5756.858887
	Iteration 110Q: 3 clusters Score -1.390298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 108305 members 
Entering Unmasked Estep 
Score: -13902984.000000 Penalty: 5756.858887
	Iteration 111Q: 3 clusters Score -1.390298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 108313 members 
Entering Unmasked Estep 
Score: -13902989.000000 Penalty: 5756.858887
	Iteration 112Q: 3 clusters Score -1.390299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 108320 members 
Entering Unmasked Estep 
Score: -13902994.000000 Penalty: 5756.858887
	Iteration 113Q: 3 clusters Score -1.390299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 108329 members 
Entering Unmasked Estep 
Score: -13902980.000000 Penalty: 5756.858887
	Iteration 114Q: 3 clusters Score -1.390298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 108337 members 
Entering Unmasked Estep 
Score: -13902970.000000 Penalty: 5756.858887
	Iteration 115Q: 3 clusters Score -1.390297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 108343 members 
Entering Unmasked Estep 
Score: -13902981.000000 Penalty: 5756.858887
	Iteration 116Q: 3 clusters Score -1.390298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 108353 members 
Entering Unmasked Estep 
Score: -13902983.000000 Penalty: 5756.858887
	Iteration 117Q: 3 clusters Score -1.390298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 108357 members 
Entering Unmasked Estep 
Score: -13903003.000000 Penalty: 5756.858887
	Iteration 118Q: 3 clusters Score -1.3903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 108363 members 
Entering Unmasked Estep 
Score: -13902997.000000 Penalty: 5756.858887
	Iteration 119Q: 3 clusters Score -1.3903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 108367 members 
Entering Unmasked Estep 
Score: -13902982.000000 Penalty: 5756.858887
	Iteration 120F: 3 clusters Score -1.390298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 108373 members 
Entering Unmasked Estep 
Score: -13902995.000000 Penalty: 5756.858887
	Iteration 121Q: 3 clusters Score -1.3903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 108381 members 
Entering Unmasked Estep 
Score: -13903004.000000 Penalty: 5756.858887
	Iteration 122Q: 3 clusters Score -1.3903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 108388 members 
Entering Unmasked Estep 
Score: -13903002.000000 Penalty: 5756.858887
	Iteration 123Q: 3 clusters Score -1.3903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 108390 members 
Entering Unmasked Estep 
Score: -13903001.000000 Penalty: 5756.858887
	Iteration 124Q: 3 clusters Score -1.3903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 108390 members 
Entering Unmasked Estep 
Score: -13903003.000000 Penalty: 5756.858887
	Iteration 125Q: 3 clusters Score -1.3903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 108391 members 
Entering Unmasked Estep 
Score: -13903005.000000 Penalty: 5756.858887
	Iteration 126Q: 3 clusters Score -1.3903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 108391 members 
Entering Unmasked Estep 
Score: -13903005.000000 Penalty: 5756.858887
	Iteration 127F: 3 clusters Score -1.3903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (303698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303698 members 
Entering Unmasked Estep 
Score: -38032328.000000 Penalty: 3130.699707
	Iteration 0F: 2 clusters Score -3.803233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151850 members 
Mstep: Class 2 contains 151848 members 
Entering Unmasked Estep 
Score: -37846120.000000 Penalty: 6261.399414
	Iteration 0F: 3 clusters Score -3.784612e+07 nChanged 147093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151915 members 
Mstep: Class 2 contains 151783 members 
Entering Unmasked Estep 
Score: -37931840.000000 Penalty: 6261.399414
	Iteration 1F: 3 clusters Score -3.793184e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151915 members 
Mstep: Class 2 contains 151783 members 
Entering Unmasked Estep 
Score: -37932860.000000 Penalty: 6261.399414
	Iteration 2Q: 3 clusters Score -3.793286e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151814 members 
Mstep: Class 2 contains 151884 members 
Entering Unmasked Estep 
Score: -37933900.000000 Penalty: 6261.399414
	Iteration 3Q: 3 clusters Score -3.79339e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151664 members 
Mstep: Class 2 contains 152034 members 
Entering Unmasked Estep 
Score: -37935068.000000 Penalty: 6261.399414
	Iteration 4Q: 3 clusters Score -3.793507e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151327 members 
Mstep: Class 2 contains 152371 members 
Entering Unmasked Estep 
Score: -37936836.000000 Penalty: 6261.399414
	Iteration 5Q: 3 clusters Score -3.793684e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150798 members 
Mstep: Class 2 contains 152900 members 
Entering Unmasked Estep 
Score: -37939104.000000 Penalty: 6261.399414
	Iteration 6Q: 3 clusters Score -3.79391e+07 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150029 members 
Mstep: Class 2 contains 153669 members 
Entering Unmasked Estep 
Score: -37943868.000000 Penalty: 6261.399414
	Iteration 7Q: 3 clusters Score -3.794387e+07 nChanged 14038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149125 members 
Mstep: Class 2 contains 154573 members 
Entering Unmasked Estep 
Score: -37951460.000000 Penalty: 6261.399414
	Iteration 8Q: 3 clusters Score -3.795146e+07 nChanged 17828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148253 members 
Mstep: Class 2 contains 155445 members 
Entering Unmasked Estep 
Score: -37964744.000000 Penalty: 6261.399414
	Iteration 9F: 3 clusters Score -3.796474e+07 nChanged 20596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147611 members 
Mstep: Class 2 contains 156087 members 
Entering Unmasked Estep 
Score: -37980148.000000 Penalty: 6261.399414
	Iteration 10F: 3 clusters Score -3.798015e+07 nChanged 18079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147578 members 
Mstep: Class 2 contains 156120 members 
Entering Unmasked Estep 
Score: -37989616.000000 Penalty: 6261.399414
	Iteration 11F: 3 clusters Score -3.798962e+07 nChanged 11217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147739 members 
Mstep: Class 2 contains 155959 members 
Entering Unmasked Estep 
Score: -37992116.000000 Penalty: 6261.399414
	Iteration 12Q: 3 clusters Score -3.799212e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147805 members 
Mstep: Class 2 contains 155893 members 
Entering Unmasked Estep 
Score: -37992816.000000 Penalty: 6261.399414
	Iteration 13Q: 3 clusters Score -3.799282e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147801 members 
Mstep: Class 2 contains 155897 members 
Entering Unmasked Estep 
Score: -37993164.000000 Penalty: 6261.399414
	Iteration 14Q: 3 clusters Score -3.799316e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147719 members 
Mstep: Class 2 contains 155979 members 
Entering Unmasked Estep 
Score: -37993428.000000 Penalty: 6261.399414
	Iteration 15Q: 3 clusters Score -3.799343e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147585 members 
Mstep: Class 2 contains 156113 members 
Entering Unmasked Estep 
Score: -37993628.000000 Penalty: 6261.399414
	Iteration 16Q: 3 clusters Score -3.799363e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147377 members 
Mstep: Class 2 contains 156321 members 
Entering Unmasked Estep 
Score: -37993840.000000 Penalty: 6261.399414
	Iteration 17Q: 3 clusters Score -3.799384e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147202 members 
Mstep: Class 2 contains 156496 members 
Entering Unmasked Estep 
Score: -37993944.000000 Penalty: 6261.399414
	Iteration 18Q: 3 clusters Score -3.799394e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146971 members 
Mstep: Class 2 contains 156727 members 
Entering Unmasked Estep 
Score: -37994176.000000 Penalty: 6261.399414
	Iteration 19Q: 3 clusters Score -3.799418e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146660 members 
Mstep: Class 2 contains 157038 members 
Entering Unmasked Estep 
Score: -37994428.000000 Penalty: 6261.399414
	Iteration 20F: 3 clusters Score -3.799443e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146249 members 
Mstep: Class 2 contains 157449 members 
Entering Unmasked Estep 
Score: -37994628.000000 Penalty: 6261.399414
	Iteration 21Q: 3 clusters Score -3.799463e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145793 members 
Mstep: Class 2 contains 157905 members 
Entering Unmasked Estep 
Score: -37994964.000000 Penalty: 6261.399414
	Iteration 22Q: 3 clusters Score -3.799496e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145270 members 
Mstep: Class 2 contains 158428 members 
Entering Unmasked Estep 
Score: -37995168.000000 Penalty: 6261.399414
	Iteration 23Q: 3 clusters Score -3.799517e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144599 members 
Mstep: Class 2 contains 159099 members 
Entering Unmasked Estep 
Score: -37995524.000000 Penalty: 6261.399414
	Iteration 24Q: 3 clusters Score -3.799552e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143845 members 
Mstep: Class 2 contains 159853 members 
Entering Unmasked Estep 
Score: -37995772.000000 Penalty: 6261.399414
	Iteration 25Q: 3 clusters Score -3.799577e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142977 members 
Mstep: Class 2 contains 160721 members 
Entering Unmasked Estep 
Score: -37995948.000000 Penalty: 6261.399414
	Iteration 26Q: 3 clusters Score -3.799595e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141975 members 
Mstep: Class 2 contains 161723 members 
Entering Unmasked Estep 
Score: -37996256.000000 Penalty: 6261.399414
	Iteration 27Q: 3 clusters Score -3.799626e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140921 members 
Mstep: Class 2 contains 162777 members 
Entering Unmasked Estep 
Score: -37996752.000000 Penalty: 6261.399414
	Iteration 28Q: 3 clusters Score -3.799675e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139644 members 
Mstep: Class 2 contains 164054 members 
Entering Unmasked Estep 
Score: -37997092.000000 Penalty: 6261.399414
	Iteration 29Q: 3 clusters Score -3.799709e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138310 members 
Mstep: Class 2 contains 165388 members 
Entering Unmasked Estep 
Score: -37997248.000000 Penalty: 6261.399414
	Iteration 30Q: 3 clusters Score -3.799725e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136833 members 
Mstep: Class 2 contains 166865 members 
Entering Unmasked Estep 
Score: -37998004.000000 Penalty: 6261.399414
	Iteration 31Q: 3 clusters Score -3.7998e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135195 members 
Mstep: Class 2 contains 168503 members 
Entering Unmasked Estep 
Score: -37998392.000000 Penalty: 6261.399414
	Iteration 32Q: 3 clusters Score -3.799839e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133373 members 
Mstep: Class 2 contains 170325 members 
Entering Unmasked Estep 
Score: -37999224.000000 Penalty: 6261.399414
	Iteration 33Q: 3 clusters Score -3.799922e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131399 members 
Mstep: Class 2 contains 172299 members 
Entering Unmasked Estep 
Score: -37999716.000000 Penalty: 6261.399414
	Iteration 34Q: 3 clusters Score -3.799972e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129200 members 
Mstep: Class 2 contains 174498 members 
Entering Unmasked Estep 
Score: -38000444.000000 Penalty: 6261.399414
	Iteration 35Q: 3 clusters Score -3.800044e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126693 members 
Mstep: Class 2 contains 177005 members 
Entering Unmasked Estep 
Score: -38001332.000000 Penalty: 6261.399414
	Iteration 36Q: 3 clusters Score -3.800133e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123981 members 
Mstep: Class 2 contains 179717 members 
Entering Unmasked Estep 
Score: -38002028.000000 Penalty: 6261.399414
	Iteration 37Q: 3 clusters Score -3.800203e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120978 members 
Mstep: Class 2 contains 182720 members 
Entering Unmasked Estep 
Score: -38002792.000000 Penalty: 6261.399414
	Iteration 38Q: 3 clusters Score -3.800279e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117774 members 
Mstep: Class 2 contains 185924 members 
Entering Unmasked Estep 
Score: -38003712.000000 Penalty: 6261.399414
	Iteration 39Q: 3 clusters Score -3.800371e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114285 members 
Mstep: Class 2 contains 189413 members 
Entering Unmasked Estep 
Score: -38004648.000000 Penalty: 6261.399414
	Iteration 40F: 3 clusters Score -3.800465e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110689 members 
Mstep: Class 2 contains 193009 members 
Entering Unmasked Estep 
Score: -38005536.000000 Penalty: 6261.399414
	Iteration 41Q: 3 clusters Score -3.800554e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 196966 members 
Entering Unmasked Estep 
Score: -38006640.000000 Penalty: 6261.399414
	Iteration 42Q: 3 clusters Score -3.800664e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102549 members 
Mstep: Class 2 contains 201149 members 
Entering Unmasked Estep 
Score: -38007688.000000 Penalty: 6261.399414
	Iteration 43Q: 3 clusters Score -3.800769e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98052 members 
Mstep: Class 2 contains 205646 members 
Entering Unmasked Estep 
Score: -38008748.000000 Penalty: 6261.399414
	Iteration 44Q: 3 clusters Score -3.800875e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93327 members 
Mstep: Class 2 contains 210371 members 
Entering Unmasked Estep 
Score: -38010128.000000 Penalty: 6261.399414
	Iteration 45Q: 3 clusters Score -3.801013e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88310 members 
Mstep: Class 2 contains 215388 members 
Entering Unmasked Estep 
Score: -38011012.000000 Penalty: 6261.399414
	Iteration 46Q: 3 clusters Score -3.801101e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83183 members 
Mstep: Class 2 contains 220515 members 
Entering Unmasked Estep 
Score: -38011792.000000 Penalty: 6261.399414
	Iteration 47Q: 3 clusters Score -3.801179e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77957 members 
Mstep: Class 2 contains 225741 members 
Entering Unmasked Estep 
Score: -38012844.000000 Penalty: 6261.399414
	Iteration 48Q: 3 clusters Score -3.801284e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72637 members 
Mstep: Class 2 contains 231061 members 
Entering Unmasked Estep 
Score: -38013944.000000 Penalty: 6261.399414
	Iteration 49Q: 3 clusters Score -3.801394e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67413 members 
Mstep: Class 2 contains 236285 members 
Entering Unmasked Estep 
Score: -38014988.000000 Penalty: 6261.399414
	Iteration 50Q: 3 clusters Score -3.801499e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 241504 members 
Entering Unmasked Estep 
Score: -38016048.000000 Penalty: 6261.399414
	Iteration 51Q: 3 clusters Score -3.801605e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57058 members 
Mstep: Class 2 contains 246640 members 
Entering Unmasked Estep 
Score: -38017340.000000 Penalty: 6261.399414
	Iteration 52Q: 3 clusters Score -3.801734e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 251706 members 
Entering Unmasked Estep 
Score: -38018612.000000 Penalty: 6261.399414
	Iteration 53Q: 3 clusters Score -3.801861e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 256576 members 
Entering Unmasked Estep 
Score: -38020044.000000 Penalty: 6261.399414
	Iteration 54Q: 3 clusters Score -3.802004e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 261110 members 
Entering Unmasked Estep 
Score: -38021300.000000 Penalty: 6261.399414
	Iteration 55Q: 3 clusters Score -3.80213e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 265291 members 
Entering Unmasked Estep 
Score: -38022484.000000 Penalty: 6261.399414
	Iteration 56Q: 3 clusters Score -3.802248e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 269088 members 
Entering Unmasked Estep 
Score: -38023324.000000 Penalty: 6261.399414
	Iteration 57Q: 3 clusters Score -3.802332e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 272602 members 
Entering Unmasked Estep 
Score: -38024564.000000 Penalty: 6261.399414
	Iteration 58Q: 3 clusters Score -3.802456e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 275660 members 
Entering Unmasked Estep 
Score: -38025724.000000 Penalty: 6261.399414
	Iteration 59Q: 3 clusters Score -3.802572e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 278281 members 
Entering Unmasked Estep 
Score: -38026724.000000 Penalty: 6261.399414
	Iteration 60F: 3 clusters Score -3.802672e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 280924 members 
Entering Unmasked Estep 
Score: -38027464.000000 Penalty: 6261.399414
	Iteration 61Q: 3 clusters Score -3.802746e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 283257 members 
Entering Unmasked Estep 
Score: -38028228.000000 Penalty: 6261.399414
	Iteration 62Q: 3 clusters Score -3.802823e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 285379 members 
Entering Unmasked Estep 
Score: -38028884.000000 Penalty: 6261.399414
	Iteration 63Q: 3 clusters Score -3.802888e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 287322 members 
Entering Unmasked Estep 
Score: -38029520.000000 Penalty: 6261.399414
	Iteration 64Q: 3 clusters Score -3.802952e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 289078 members 
Entering Unmasked Estep 
Score: -38030032.000000 Penalty: 6261.399414
	Iteration 65Q: 3 clusters Score -3.803003e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 290665 members 
Entering Unmasked Estep 
Score: -38030428.000000 Penalty: 6261.399414
	Iteration 66Q: 3 clusters Score -3.803043e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 291997 members 
Entering Unmasked Estep 
Score: -38030800.000000 Penalty: 6261.399414
	Iteration 67Q: 3 clusters Score -3.80308e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 293143 members 
Entering Unmasked Estep 
Score: -38030984.000000 Penalty: 6261.399414
	Iteration 68Q: 3 clusters Score -3.803098e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 294086 members 
Entering Unmasked Estep 
Score: -38031256.000000 Penalty: 6261.399414
	Iteration 69Q: 3 clusters Score -3.803126e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 294913 members 
Entering Unmasked Estep 
Score: -38031548.000000 Penalty: 6261.399414
	Iteration 70Q: 3 clusters Score -3.803155e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 295645 members 
Entering Unmasked Estep 
Score: -38031544.000000 Penalty: 6261.399414
	Iteration 71Q: 3 clusters Score -3.803154e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 296297 members 
Entering Unmasked Estep 
Score: -38031544.000000 Penalty: 6261.399414
	Iteration 72Q: 3 clusters Score -3.803154e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 296907 members 
Entering Unmasked Estep 
Score: -38031660.000000 Penalty: 6261.399414
	Iteration 73Q: 3 clusters Score -3.803166e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 297482 members 
Entering Unmasked Estep 
Score: -38031600.000000 Penalty: 6261.399414
	Iteration 74Q: 3 clusters Score -3.80316e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 298024 members 
Entering Unmasked Estep 
Score: -38031664.000000 Penalty: 6261.399414
	Iteration 75Q: 3 clusters Score -3.803166e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 298492 members 
Entering Unmasked Estep 
Score: -38031664.000000 Penalty: 6261.399414
	Iteration 76Q: 3 clusters Score -3.803166e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 298918 members 
Entering Unmasked Estep 
Score: -38031504.000000 Penalty: 6261.399414
	Iteration 77Q: 3 clusters Score -3.80315e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 299306 members 
Entering Unmasked Estep 
Score: -38031476.000000 Penalty: 6261.399414
	Iteration 78Q: 3 clusters Score -3.803148e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 299651 members 
Entering Unmasked Estep 
Score: -38031400.000000 Penalty: 6261.399414
	Iteration 79Q: 3 clusters Score -3.80314e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 299932 members 
Entering Unmasked Estep 
Score: -38031404.000000 Penalty: 6261.399414
	Iteration 80F: 3 clusters Score -3.80314e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 300165 members 
Entering Unmasked Estep 
Score: -38031328.000000 Penalty: 6261.399414
	Iteration 81Q: 3 clusters Score -3.803133e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 300392 members 
Entering Unmasked Estep 
Score: -38031324.000000 Penalty: 6261.399414
	Iteration 82Q: 3 clusters Score -3.803132e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 300577 members 
Entering Unmasked Estep 
Score: -38031280.000000 Penalty: 6261.399414
	Iteration 83Q: 3 clusters Score -3.803128e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 300766 members 
Entering Unmasked Estep 
Score: -38031232.000000 Penalty: 6261.399414
	Iteration 84Q: 3 clusters Score -3.803123e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 300927 members 
Entering Unmasked Estep 
Score: -38031180.000000 Penalty: 6261.399414
	Iteration 85Q: 3 clusters Score -3.803118e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 301087 members 
Entering Unmasked Estep 
Score: -38031076.000000 Penalty: 6261.399414
	Iteration 86Q: 3 clusters Score -3.803108e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 301236 members 
Entering Unmasked Estep 
Score: -38030976.000000 Penalty: 6261.399414
	Iteration 87Q: 3 clusters Score -3.803098e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 301392 members 
Entering Unmasked Estep 
Score: -38030936.000000 Penalty: 6261.399414
	Iteration 88Q: 3 clusters Score -3.803094e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 301526 members 
Entering Unmasked Estep 
Score: -38030932.000000 Penalty: 6261.399414
	Iteration 89Q: 3 clusters Score -3.803093e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 301639 members 
Entering Unmasked Estep 
Score: -38030936.000000 Penalty: 6261.399414
	Iteration 90Q: 3 clusters Score -3.803094e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 301748 members 
Entering Unmasked Estep 
Score: -38030984.000000 Penalty: 6261.399414
	Iteration 91Q: 3 clusters Score -3.803098e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 301844 members 
Entering Unmasked Estep 
Score: -38030964.000000 Penalty: 6261.399414
	Iteration 92Q: 3 clusters Score -3.803096e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 301930 members 
Entering Unmasked Estep 
Score: -38030936.000000 Penalty: 6261.399414
	Iteration 93Q: 3 clusters Score -3.803094e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 301998 members 
Entering Unmasked Estep 
Score: -38030928.000000 Penalty: 6261.399414
	Iteration 94Q: 3 clusters Score -3.803093e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 302054 members 
Entering Unmasked Estep 
Score: -38030888.000000 Penalty: 6261.399414
	Iteration 95Q: 3 clusters Score -3.803089e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 302120 members 
Entering Unmasked Estep 
Score: -38030824.000000 Penalty: 6261.399414
	Iteration 96Q: 3 clusters Score -3.803082e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 302176 members 
Entering Unmasked Estep 
Score: -38030780.000000 Penalty: 6261.399414
	Iteration 97Q: 3 clusters Score -3.803078e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 302218 members 
Entering Unmasked Estep 
Score: -38030776.000000 Penalty: 6261.399414
	Iteration 98Q: 3 clusters Score -3.803078e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 302261 members 
Entering Unmasked Estep 
Score: -38030720.000000 Penalty: 6261.399414
	Iteration 99Q: 3 clusters Score -3.803072e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 302301 members 
Entering Unmasked Estep 
Score: -38030708.000000 Penalty: 6261.399414
	Iteration 100F: 3 clusters Score -3.803071e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 302336 members 
Entering Unmasked Estep 
Score: -38030712.000000 Penalty: 6261.399414
	Iteration 101Q: 3 clusters Score -3.803071e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 302371 members 
Entering Unmasked Estep 
Score: -38030724.000000 Penalty: 6261.399414
	Iteration 102Q: 3 clusters Score -3.803072e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 302392 members 
Entering Unmasked Estep 
Score: -38030740.000000 Penalty: 6261.399414
	Iteration 103Q: 3 clusters Score -3.803074e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 302408 members 
Entering Unmasked Estep 
Score: -38030724.000000 Penalty: 6261.399414
	Iteration 104Q: 3 clusters Score -3.803072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 302423 members 
Entering Unmasked Estep 
Score: -38030748.000000 Penalty: 6261.399414
	Iteration 105Q: 3 clusters Score -3.803075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 302439 members 
Entering Unmasked Estep 
Score: -38030716.000000 Penalty: 6261.399414
	Iteration 106Q: 3 clusters Score -3.803072e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 302453 members 
Entering Unmasked Estep 
Score: -38030680.000000 Penalty: 6261.399414
	Iteration 107Q: 3 clusters Score -3.803068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 302463 members 
Entering Unmasked Estep 
Score: -38030684.000000 Penalty: 6261.399414
	Iteration 108Q: 3 clusters Score -3.803068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 302472 members 
Entering Unmasked Estep 
Score: -38030684.000000 Penalty: 6261.399414
	Iteration 109Q: 3 clusters Score -3.803068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 302480 members 
Entering Unmasked Estep 
Score: -38030684.000000 Penalty: 6261.399414
	Iteration 110Q: 3 clusters Score -3.803068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 302492 members 
Entering Unmasked Estep 
Score: -38030672.000000 Penalty: 6261.399414
	Iteration 111Q: 3 clusters Score -3.803067e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 302508 members 
Entering Unmasked Estep 
Score: -38030648.000000 Penalty: 6261.399414
	Iteration 112Q: 3 clusters Score -3.803065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 302524 members 
Entering Unmasked Estep 
Score: -38030652.000000 Penalty: 6261.399414
	Iteration 113Q: 3 clusters Score -3.803065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 302540 members 
Entering Unmasked Estep 
Score: -38030636.000000 Penalty: 6261.399414
	Iteration 114Q: 3 clusters Score -3.803064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 302550 members 
Entering Unmasked Estep 
Score: -38030628.000000 Penalty: 6261.399414
	Iteration 115Q: 3 clusters Score -3.803063e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 302569 members 
Entering Unmasked Estep 
Score: -38030612.000000 Penalty: 6261.399414
	Iteration 116Q: 3 clusters Score -3.803061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 302581 members 
Entering Unmasked Estep 
Score: -38030612.000000 Penalty: 6261.399414
	Iteration 117Q: 3 clusters Score -3.803061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 302587 members 
Entering Unmasked Estep 
Score: -38030620.000000 Penalty: 6261.399414
	Iteration 118Q: 3 clusters Score -3.803062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 302593 members 
Entering Unmasked Estep 
Score: -38030604.000000 Penalty: 6261.399414
	Iteration 119Q: 3 clusters Score -3.80306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 302598 members 
Entering Unmasked Estep 
Score: -38030580.000000 Penalty: 6261.399414
	Iteration 120F: 3 clusters Score -3.803058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 302604 members 
Entering Unmasked Estep 
Score: -38030572.000000 Penalty: 6261.399414
	Iteration 121Q: 3 clusters Score -3.803057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 302615 members 
Entering Unmasked Estep 
Score: -38030568.000000 Penalty: 6261.399414
	Iteration 122Q: 3 clusters Score -3.803057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 302626 members 
Entering Unmasked Estep 
Score: -38030576.000000 Penalty: 6261.399414
	Iteration 123Q: 3 clusters Score -3.803058e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 302638 members 
Entering Unmasked Estep 
Score: -38030568.000000 Penalty: 6261.399414
	Iteration 124Q: 3 clusters Score -3.803057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 302650 members 
Entering Unmasked Estep 
Score: -38030572.000000 Penalty: 6261.399414
	Iteration 125Q: 3 clusters Score -3.803057e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 302665 members 
Entering Unmasked Estep 
Score: -38030568.000000 Penalty: 6261.399414
	Iteration 126Q: 3 clusters Score -3.803057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 302678 members 
Entering Unmasked Estep 
Score: -38030536.000000 Penalty: 6261.399414
	Iteration 127Q: 3 clusters Score -3.803054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 302680 members 
Entering Unmasked Estep 
Score: -38030520.000000 Penalty: 6261.399414
	Iteration 128Q: 3 clusters Score -3.803052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 302681 members 
Entering Unmasked Estep 
Score: -38030528.000000 Penalty: 6261.399414
	Iteration 129Q: 3 clusters Score -3.803053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 302682 members 
Entering Unmasked Estep 
Score: -38030536.000000 Penalty: 6261.399414
	Iteration 130Q: 3 clusters Score -3.803054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 302683 members 
Entering Unmasked Estep 
Score: -38030528.000000 Penalty: 6261.399414
	Iteration 131Q: 3 clusters Score -3.803053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 302684 members 
Entering Unmasked Estep 
Score: -38030520.000000 Penalty: 6261.399414
	Iteration 132Q: 3 clusters Score -3.803052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 302685 members 
Entering Unmasked Estep 
Score: -38030536.000000 Penalty: 6261.399414
	Iteration 133Q: 3 clusters Score -3.803054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 302685 members 
Entering Unmasked Estep 
Score: -38030536.000000 Penalty: 6261.399414
	Iteration 134F: 3 clusters Score -3.803054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -83987.109375 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -83987.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82327.625000 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -82327.62 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -83448.398438 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -83448.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -84036.757812 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -84036.76 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -84524.523438 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -84524.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -84905.710938 Penalty: 3347.965820
	Iteration 4F: 3 clusters Score -84905.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -85006.929688 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -85006.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -85101.773438 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -85101.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -85167.218750 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -85167.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -85260.000000 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -85260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -85279.554688 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -85279.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -85286.265625 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -85286.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -85291.242188 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -85291.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -85292.929688 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -85292.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -85296.164062 Penalty: 3347.965820
	Iteration 13F: 3 clusters Score -85296.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -85300.718750 Penalty: 3347.965820
	Iteration 14Q: 3 clusters Score -85300.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -85302.625000 Penalty: 3347.965820
	Iteration 15Q: 3 clusters Score -85302.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -85304.695312 Penalty: 3347.965820
	Iteration 16Q: 3 clusters Score -85304.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -85304.695312 Penalty: 3347.965820
	Iteration 17F: 3 clusters Score -85304.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 49873 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4552 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109817 members 
Mstep: Class 9 contains 303698 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 46776 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57760 members 
Mstep: Class 14 contains 176423 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34860 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 120667 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 40211 members 
Entering Unmasked Estep 
Score: -119295832.000000 Penalty: 71765.531250
Splitting cluster 10 changes total score from -119296448.000000 to -119295832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (46776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Entering Unmasked Estep 
Score: -5944829.000000 Penalty: 2666.775146
	Iteration 0F: 2 clusters Score -5944829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -5913213.500000 Penalty: 5333.550293
	Iteration 0F: 3 clusters Score -5913214 nChanged 21532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -5925390.500000 Penalty: 5333.550293
	Iteration 1F: 3 clusters Score -5925390 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -5925940.500000 Penalty: 5333.550293
	Iteration 2Q: 3 clusters Score -5925940 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -5926688.000000 Penalty: 5333.550293
	Iteration 3Q: 3 clusters Score -5926688 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -5927593.500000 Penalty: 5333.550293
	Iteration 4Q: 3 clusters Score -5927594 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -5928585.000000 Penalty: 5333.550293
	Iteration 5Q: 3 clusters Score -5928585 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -5929781.500000 Penalty: 5333.550293
	Iteration 6F: 3 clusters Score -5929782 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -5931295.000000 Penalty: 5333.550293
	Iteration 7F: 3 clusters Score -5931295 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -5933126.000000 Penalty: 5333.550293
	Iteration 8F: 3 clusters Score -5933126 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -5935140.500000 Penalty: 5333.550293
	Iteration 9F: 3 clusters Score -5935140 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -5937023.000000 Penalty: 5333.550293
	Iteration 10F: 3 clusters Score -5937023 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -5938723.000000 Penalty: 5333.550293
	Iteration 11Q: 3 clusters Score -5938723 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -5939974.000000 Penalty: 5333.550293
	Iteration 12Q: 3 clusters Score -5939974 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -5940830.500000 Penalty: 5333.550293
	Iteration 13Q: 3 clusters Score -5940830 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -5941306.500000 Penalty: 5333.550293
	Iteration 14Q: 3 clusters Score -5941306 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -5941723.500000 Penalty: 5333.550293
	Iteration 15Q: 3 clusters Score -5941724 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -5942045.500000 Penalty: 5333.550293
	Iteration 16Q: 3 clusters Score -5942046 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -5942325.500000 Penalty: 5333.550293
	Iteration 17Q: 3 clusters Score -5942326 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -5942532.000000 Penalty: 5333.550293
	Iteration 18Q: 3 clusters Score -5942532 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -5942749.500000 Penalty: 5333.550293
	Iteration 19Q: 3 clusters Score -5942750 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -5942892.000000 Penalty: 5333.550293
	Iteration 20F: 3 clusters Score -5942892 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -5942995.000000 Penalty: 5333.550293
	Iteration 21Q: 3 clusters Score -5942995 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -5943107.000000 Penalty: 5333.550293
	Iteration 22Q: 3 clusters Score -5943107 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -5943166.500000 Penalty: 5333.550293
	Iteration 23Q: 3 clusters Score -5943166 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -5943229.500000 Penalty: 5333.550293
	Iteration 24Q: 3 clusters Score -5943230 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5943293.000000 Penalty: 5333.550293
	Iteration 25Q: 3 clusters Score -5943293 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -5943328.000000 Penalty: 5333.550293
	Iteration 26Q: 3 clusters Score -5943328 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5943368.000000 Penalty: 5333.550293
	Iteration 27Q: 3 clusters Score -5943368 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5943394.000000 Penalty: 5333.550293
	Iteration 28Q: 3 clusters Score -5943394 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5943414.500000 Penalty: 5333.550293
	Iteration 29Q: 3 clusters Score -5943414 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5943418.500000 Penalty: 5333.550293
	Iteration 30Q: 3 clusters Score -5943418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5943423.500000 Penalty: 5333.550293
	Iteration 31Q: 3 clusters Score -5943424 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -5943449.500000 Penalty: 5333.550293
	Iteration 32Q: 3 clusters Score -5943450 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5943464.500000 Penalty: 5333.550293
	Iteration 33Q: 3 clusters Score -5943464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -5943496.000000 Penalty: 5333.550293
	Iteration 34Q: 3 clusters Score -5943496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5943487.000000 Penalty: 5333.550293
	Iteration 35Q: 3 clusters Score -5943487 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5943502.000000 Penalty: 5333.550293
	Iteration 36Q: 3 clusters Score -5943502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5943520.000000 Penalty: 5333.550293
	Iteration 37Q: 3 clusters Score -5943520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5943539.500000 Penalty: 5333.550293
	Iteration 38Q: 3 clusters Score -5943540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5943524.500000 Penalty: 5333.550293
	Iteration 39Q: 3 clusters Score -5943524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5943536.000000 Penalty: 5333.550293
	Iteration 40F: 3 clusters Score -5943536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5943539.500000 Penalty: 5333.550293
	Iteration 41Q: 3 clusters Score -5943540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5943542.500000 Penalty: 5333.550293
	Iteration 42Q: 3 clusters Score -5943542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5943564.500000 Penalty: 5333.550293
	Iteration 43Q: 3 clusters Score -5943564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5943559.500000 Penalty: 5333.550293
	Iteration 44Q: 3 clusters Score -5943560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5943560.500000 Penalty: 5333.550293
	Iteration 45Q: 3 clusters Score -5943560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5943563.000000 Penalty: 5333.550293
	Iteration 46Q: 3 clusters Score -5943563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5943557.500000 Penalty: 5333.550293
	Iteration 47Q: 3 clusters Score -5943558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5943559.000000 Penalty: 5333.550293
	Iteration 48Q: 3 clusters Score -5943559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5943561.000000 Penalty: 5333.550293
	Iteration 49Q: 3 clusters Score -5943561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5943563.500000 Penalty: 5333.550293
	Iteration 50Q: 3 clusters Score -5943564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5943569.000000 Penalty: 5333.550293
	Iteration 51Q: 3 clusters Score -5943569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5943569.000000 Penalty: 5333.550293
	Iteration 52Q: 3 clusters Score -5943569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5943569.000000 Penalty: 5333.550293
	Iteration 53F: 3 clusters Score -5943569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -126798.421875 Penalty: 1725.223267
	Iteration 0F: 2 clusters Score -126798.4 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 521 members 
Entering Unmasked Estep 
Score: -124793.515625 Penalty: 3450.446533
	Iteration 0F: 3 clusters Score -124793.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -125057.843750 Penalty: 3450.446533
	Iteration 1F: 3 clusters Score -125057.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -125165.101562 Penalty: 3450.446533
	Iteration 2F: 3 clusters Score -125165.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -125195.000000 Penalty: 3450.446533
	Iteration 3Q: 3 clusters Score -125195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -125212.210938 Penalty: 3450.446533
	Iteration 4Q: 3 clusters Score -125212.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -125220.140625 Penalty: 3450.446533
	Iteration 5Q: 3 clusters Score -125220.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -125224.304688 Penalty: 3450.446533
	Iteration 6Q: 3 clusters Score -125224.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -125226.812500 Penalty: 3450.446533
	Iteration 7Q: 3 clusters Score -125226.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -125226.812500 Penalty: 3450.446533
	Iteration 8F: 3 clusters Score -125226.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (57760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Entering Unmasked Estep 
Score: -7074421.000000 Penalty: 2719.084961
	Iteration 0F: 2 clusters Score -7074421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -7035573.000000 Penalty: 5438.169922
	Iteration 0F: 3 clusters Score -7035573 nChanged 26928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -7050826.000000 Penalty: 5438.169922
	Iteration 1F: 3 clusters Score -7050826 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -7051432.500000 Penalty: 5438.169922
	Iteration 2Q: 3 clusters Score -7051432 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -7052064.000000 Penalty: 5438.169922
	Iteration 3Q: 3 clusters Score -7052064 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -7052824.500000 Penalty: 5438.169922
	Iteration 4Q: 3 clusters Score -7052824 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -7053923.000000 Penalty: 5438.169922
	Iteration 5Q: 3 clusters Score -7053923 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -7055526.500000 Penalty: 5438.169922
	Iteration 6Q: 3 clusters Score -7055526 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -7057774.000000 Penalty: 5438.169922
	Iteration 7F: 3 clusters Score -7057774 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -7060662.500000 Penalty: 5438.169922
	Iteration 8F: 3 clusters Score -7060662 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -7063717.000000 Penalty: 5438.169922
	Iteration 9F: 3 clusters Score -7063717 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -7066387.500000 Penalty: 5438.169922
	Iteration 10F: 3 clusters Score -7066388 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -7068244.000000 Penalty: 5438.169922
	Iteration 11Q: 3 clusters Score -7068244 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -7069470.500000 Penalty: 5438.169922
	Iteration 12Q: 3 clusters Score -7069470 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
Score: -7070268.500000 Penalty: 5438.169922
	Iteration 13Q: 3 clusters Score -7070268 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
Score: -7070814.500000 Penalty: 5438.169922
	Iteration 14Q: 3 clusters Score -7070814 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 55352 members 
Entering Unmasked Estep 
Score: -7071182.500000 Penalty: 5438.169922
	Iteration 15Q: 3 clusters Score -7071182 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -7071415.000000 Penalty: 5438.169922
	Iteration 16Q: 3 clusters Score -7071415 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -7071546.000000 Penalty: 5438.169922
	Iteration 17Q: 3 clusters Score -7071546 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 56200 members 
Entering Unmasked Estep 
Score: -7071674.000000 Penalty: 5438.169922
	Iteration 18Q: 3 clusters Score -7071674 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -7071786.000000 Penalty: 5438.169922
	Iteration 19Q: 3 clusters Score -7071786 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -7071830.000000 Penalty: 5438.169922
	Iteration 20F: 3 clusters Score -7071830 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 56583 members 
Entering Unmasked Estep 
Score: -7071876.500000 Penalty: 5438.169922
	Iteration 21Q: 3 clusters Score -7071876 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -7071922.000000 Penalty: 5438.169922
	Iteration 22Q: 3 clusters Score -7071922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -7071963.500000 Penalty: 5438.169922
	Iteration 23Q: 3 clusters Score -7071964 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -7071998.000000 Penalty: 5438.169922
	Iteration 24Q: 3 clusters Score -7071998 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -7072031.500000 Penalty: 5438.169922
	Iteration 25Q: 3 clusters Score -7072032 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -7072077.000000 Penalty: 5438.169922
	Iteration 26Q: 3 clusters Score -7072077 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -7072096.500000 Penalty: 5438.169922
	Iteration 27Q: 3 clusters Score -7072096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 56919 members 
Entering Unmasked Estep 
Score: -7072122.000000 Penalty: 5438.169922
	Iteration 28Q: 3 clusters Score -7072122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 56941 members 
Entering Unmasked Estep 
Score: -7072136.500000 Penalty: 5438.169922
	Iteration 29Q: 3 clusters Score -7072136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 56968 members 
Entering Unmasked Estep 
Score: -7072156.500000 Penalty: 5438.169922
	Iteration 30Q: 3 clusters Score -7072156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -7072160.500000 Penalty: 5438.169922
	Iteration 31Q: 3 clusters Score -7072160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 56997 members 
Entering Unmasked Estep 
Score: -7072162.000000 Penalty: 5438.169922
	Iteration 32Q: 3 clusters Score -7072162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 57003 members 
Entering Unmasked Estep 
Score: -7072171.000000 Penalty: 5438.169922
	Iteration 33Q: 3 clusters Score -7072171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -7072174.500000 Penalty: 5438.169922
	Iteration 34Q: 3 clusters Score -7072174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -7072179.500000 Penalty: 5438.169922
	Iteration 35Q: 3 clusters Score -7072180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -7072185.000000 Penalty: 5438.169922
	Iteration 36Q: 3 clusters Score -7072185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -7072183.500000 Penalty: 5438.169922
	Iteration 37Q: 3 clusters Score -7072184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -7072190.000000 Penalty: 5438.169922
	Iteration 38Q: 3 clusters Score -7072190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -7072182.500000 Penalty: 5438.169922
	Iteration 39Q: 3 clusters Score -7072182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 57035 members 
Entering Unmasked Estep 
Score: -7072185.000000 Penalty: 5438.169922
	Iteration 40F: 3 clusters Score -7072185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (176423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176423 members 
Entering Unmasked Estep 
Score: -22244430.000000 Penalty: 2995.998779
	Iteration 0F: 2 clusters Score -2.224443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88247 members 
Mstep: Class 2 contains 88176 members 
Entering Unmasked Estep 
Score: -22126532.000000 Penalty: 5991.997559
	Iteration 0F: 3 clusters Score -2.212653e+07 nChanged 84624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88447 members 
Mstep: Class 2 contains 87976 members 
Entering Unmasked Estep 
Score: -22176132.000000 Penalty: 5991.997559
	Iteration 1F: 3 clusters Score -2.217613e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88667 members 
Mstep: Class 2 contains 87756 members 
Entering Unmasked Estep 
Score: -22176994.000000 Penalty: 5991.997559
	Iteration 2Q: 3 clusters Score -2.217699e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88835 members 
Mstep: Class 2 contains 87588 members 
Entering Unmasked Estep 
Score: -22178360.000000 Penalty: 5991.997559
	Iteration 3Q: 3 clusters Score -2.217836e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89072 members 
Mstep: Class 2 contains 87351 members 
Entering Unmasked Estep 
Score: -22180648.000000 Penalty: 5991.997559
	Iteration 4Q: 3 clusters Score -2.218065e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89186 members 
Mstep: Class 2 contains 87237 members 
Entering Unmasked Estep 
Score: -22184634.000000 Penalty: 5991.997559
	Iteration 5Q: 3 clusters Score -2.218463e+07 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88697 members 
Mstep: Class 2 contains 87726 members 
Entering Unmasked Estep 
Score: -22190236.000000 Penalty: 5991.997559
	Iteration 6F: 3 clusters Score -2.219024e+07 nChanged 11314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87093 members 
Mstep: Class 2 contains 89330 members 
Entering Unmasked Estep 
Score: -22198548.000000 Penalty: 5991.997559
	Iteration 7F: 3 clusters Score -2.219855e+07 nChanged 13117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 92179 members 
Entering Unmasked Estep 
Score: -22209078.000000 Penalty: 5991.997559
	Iteration 8F: 3 clusters Score -2.220908e+07 nChanged 12685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80783 members 
Mstep: Class 2 contains 95640 members 
Entering Unmasked Estep 
Score: -22218096.000000 Penalty: 5991.997559
	Iteration 9F: 3 clusters Score -2.22181e+07 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77776 members 
Mstep: Class 2 contains 98647 members 
Entering Unmasked Estep 
Score: -22222428.000000 Penalty: 5991.997559
	Iteration 10F: 3 clusters Score -2.222243e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75058 members 
Mstep: Class 2 contains 101365 members 
Entering Unmasked Estep 
Score: -22224082.000000 Penalty: 5991.997559
	Iteration 11Q: 3 clusters Score -2.222408e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72312 members 
Mstep: Class 2 contains 104111 members 
Entering Unmasked Estep 
Score: -22225088.000000 Penalty: 5991.997559
	Iteration 12Q: 3 clusters Score -2.222509e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Mstep: Class 2 contains 106936 members 
Entering Unmasked Estep 
Score: -22226016.000000 Penalty: 5991.997559
	Iteration 13Q: 3 clusters Score -2.222602e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 109897 members 
Entering Unmasked Estep 
Score: -22227200.000000 Penalty: 5991.997559
	Iteration 14Q: 3 clusters Score -2.22272e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 112844 members 
Entering Unmasked Estep 
Score: -22228474.000000 Penalty: 5991.997559
	Iteration 15Q: 3 clusters Score -2.222847e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60704 members 
Mstep: Class 2 contains 115719 members 
Entering Unmasked Estep 
Score: -22229710.000000 Penalty: 5991.997559
	Iteration 16Q: 3 clusters Score -2.222971e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57851 members 
Mstep: Class 2 contains 118572 members 
Entering Unmasked Estep 
Score: -22230732.000000 Penalty: 5991.997559
	Iteration 17Q: 3 clusters Score -2.223073e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 121289 members 
Entering Unmasked Estep 
Score: -22231600.000000 Penalty: 5991.997559
	Iteration 18Q: 3 clusters Score -2.22316e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 123830 members 
Entering Unmasked Estep 
Score: -22232332.000000 Penalty: 5991.997559
	Iteration 19Q: 3 clusters Score -2.223233e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 126396 members 
Entering Unmasked Estep 
Score: -22233234.000000 Penalty: 5991.997559
	Iteration 20F: 3 clusters Score -2.223323e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 128832 members 
Entering Unmasked Estep 
Score: -22233868.000000 Penalty: 5991.997559
	Iteration 21Q: 3 clusters Score -2.223387e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 131147 members 
Entering Unmasked Estep 
Score: -22234680.000000 Penalty: 5991.997559
	Iteration 22Q: 3 clusters Score -2.223468e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 133502 members 
Entering Unmasked Estep 
Score: -22235256.000000 Penalty: 5991.997559
	Iteration 23Q: 3 clusters Score -2.223526e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 135833 members 
Entering Unmasked Estep 
Score: -22235876.000000 Penalty: 5991.997559
	Iteration 24Q: 3 clusters Score -2.223588e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 138104 members 
Entering Unmasked Estep 
Score: -22236418.000000 Penalty: 5991.997559
	Iteration 25Q: 3 clusters Score -2.223642e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 140302 members 
Entering Unmasked Estep 
Score: -22237046.000000 Penalty: 5991.997559
	Iteration 26Q: 3 clusters Score -2.223705e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 142458 members 
Entering Unmasked Estep 
Score: -22237768.000000 Penalty: 5991.997559
	Iteration 27Q: 3 clusters Score -2.223777e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 144557 members 
Entering Unmasked Estep 
Score: -22238424.000000 Penalty: 5991.997559
	Iteration 28Q: 3 clusters Score -2.223842e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 146531 members 
Entering Unmasked Estep 
Score: -22238904.000000 Penalty: 5991.997559
	Iteration 29Q: 3 clusters Score -2.22389e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 148542 members 
Entering Unmasked Estep 
Score: -22239528.000000 Penalty: 5991.997559
	Iteration 30Q: 3 clusters Score -2.223953e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 150510 members 
Entering Unmasked Estep 
Score: -22240170.000000 Penalty: 5991.997559
	Iteration 31Q: 3 clusters Score -2.224017e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 152330 members 
Entering Unmasked Estep 
Score: -22240698.000000 Penalty: 5991.997559
	Iteration 32Q: 3 clusters Score -2.22407e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 154029 members 
Entering Unmasked Estep 
Score: -22241118.000000 Penalty: 5991.997559
	Iteration 33Q: 3 clusters Score -2.224112e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 155654 members 
Entering Unmasked Estep 
Score: -22241520.000000 Penalty: 5991.997559
	Iteration 34Q: 3 clusters Score -2.224152e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 157158 members 
Entering Unmasked Estep 
Score: -22241868.000000 Penalty: 5991.997559
	Iteration 35Q: 3 clusters Score -2.224187e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 158470 members 
Entering Unmasked Estep 
Score: -22242222.000000 Penalty: 5991.997559
	Iteration 36Q: 3 clusters Score -2.224222e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 159653 members 
Entering Unmasked Estep 
Score: -22242530.000000 Penalty: 5991.997559
	Iteration 37Q: 3 clusters Score -2.224253e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 160724 members 
Entering Unmasked Estep 
Score: -22242778.000000 Penalty: 5991.997559
	Iteration 38Q: 3 clusters Score -2.224278e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 161637 members 
Entering Unmasked Estep 
Score: -22243038.000000 Penalty: 5991.997559
	Iteration 39Q: 3 clusters Score -2.224304e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 162461 members 
Entering Unmasked Estep 
Score: -22243194.000000 Penalty: 5991.997559
	Iteration 40F: 3 clusters Score -2.224319e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 163256 members 
Entering Unmasked Estep 
Score: -22243290.000000 Penalty: 5991.997559
	Iteration 41Q: 3 clusters Score -2.224329e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 163989 members 
Entering Unmasked Estep 
Score: -22243418.000000 Penalty: 5991.997559
	Iteration 42Q: 3 clusters Score -2.224342e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 164699 members 
Entering Unmasked Estep 
Score: -22243612.000000 Penalty: 5991.997559
	Iteration 43Q: 3 clusters Score -2.224361e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 165321 members 
Entering Unmasked Estep 
Score: -22243734.000000 Penalty: 5991.997559
	Iteration 44Q: 3 clusters Score -2.224373e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 165895 members 
Entering Unmasked Estep 
Score: -22243780.000000 Penalty: 5991.997559
	Iteration 45Q: 3 clusters Score -2.224378e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 166423 members 
Entering Unmasked Estep 
Score: -22243920.000000 Penalty: 5991.997559
	Iteration 46Q: 3 clusters Score -2.224392e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 166853 members 
Entering Unmasked Estep 
Score: -22243978.000000 Penalty: 5991.997559
	Iteration 47Q: 3 clusters Score -2.224398e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 167232 members 
Entering Unmasked Estep 
Score: -22244054.000000 Penalty: 5991.997559
	Iteration 48Q: 3 clusters Score -2.224405e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 167576 members 
Entering Unmasked Estep 
Score: -22244092.000000 Penalty: 5991.997559
	Iteration 49Q: 3 clusters Score -2.224409e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 167895 members 
Entering Unmasked Estep 
Score: -22244092.000000 Penalty: 5991.997559
	Iteration 50Q: 3 clusters Score -2.224409e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 168159 members 
Entering Unmasked Estep 
Score: -22244194.000000 Penalty: 5991.997559
	Iteration 51Q: 3 clusters Score -2.224419e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 168414 members 
Entering Unmasked Estep 
Score: -22244210.000000 Penalty: 5991.997559
	Iteration 52Q: 3 clusters Score -2.224421e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 168640 members 
Entering Unmasked Estep 
Score: -22244214.000000 Penalty: 5991.997559
	Iteration 53Q: 3 clusters Score -2.224421e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 168848 members 
Entering Unmasked Estep 
Score: -22244208.000000 Penalty: 5991.997559
	Iteration 54Q: 3 clusters Score -2.224421e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 169036 members 
Entering Unmasked Estep 
Score: -22244222.000000 Penalty: 5991.997559
	Iteration 55Q: 3 clusters Score -2.224422e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 169203 members 
Entering Unmasked Estep 
Score: -22244286.000000 Penalty: 5991.997559
	Iteration 56Q: 3 clusters Score -2.224429e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 169337 members 
Entering Unmasked Estep 
Score: -22244312.000000 Penalty: 5991.997559
	Iteration 57Q: 3 clusters Score -2.224431e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 169449 members 
Entering Unmasked Estep 
Score: -22244336.000000 Penalty: 5991.997559
	Iteration 58Q: 3 clusters Score -2.224434e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 169569 members 
Entering Unmasked Estep 
Score: -22244322.000000 Penalty: 5991.997559
	Iteration 59Q: 3 clusters Score -2.224432e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 169665 members 
Entering Unmasked Estep 
Score: -22244350.000000 Penalty: 5991.997559
	Iteration 60F: 3 clusters Score -2.224435e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 169749 members 
Entering Unmasked Estep 
Score: -22244350.000000 Penalty: 5991.997559
	Iteration 61Q: 3 clusters Score -2.224435e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 169811 members 
Entering Unmasked Estep 
Score: -22244368.000000 Penalty: 5991.997559
	Iteration 62Q: 3 clusters Score -2.224437e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 169852 members 
Entering Unmasked Estep 
Score: -22244386.000000 Penalty: 5991.997559
	Iteration 63Q: 3 clusters Score -2.224439e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 169894 members 
Entering Unmasked Estep 
Score: -22244374.000000 Penalty: 5991.997559
	Iteration 64Q: 3 clusters Score -2.224437e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 169937 members 
Entering Unmasked Estep 
Score: -22244394.000000 Penalty: 5991.997559
	Iteration 65Q: 3 clusters Score -2.224439e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 169970 members 
Entering Unmasked Estep 
Score: -22244390.000000 Penalty: 5991.997559
	Iteration 66Q: 3 clusters Score -2.224439e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 170006 members 
Entering Unmasked Estep 
Score: -22244364.000000 Penalty: 5991.997559
	Iteration 67Q: 3 clusters Score -2.224436e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 170028 members 
Entering Unmasked Estep 
Score: -22244372.000000 Penalty: 5991.997559
	Iteration 68Q: 3 clusters Score -2.224437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 170042 members 
Entering Unmasked Estep 
Score: -22244358.000000 Penalty: 5991.997559
	Iteration 69Q: 3 clusters Score -2.224436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 170051 members 
Entering Unmasked Estep 
Score: -22244364.000000 Penalty: 5991.997559
	Iteration 70Q: 3 clusters Score -2.224436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 170061 members 
Entering Unmasked Estep 
Score: -22244358.000000 Penalty: 5991.997559
	Iteration 71Q: 3 clusters Score -2.224436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 170071 members 
Entering Unmasked Estep 
Score: -22244358.000000 Penalty: 5991.997559
	Iteration 72Q: 3 clusters Score -2.224436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 170077 members 
Entering Unmasked Estep 
Score: -22244362.000000 Penalty: 5991.997559
	Iteration 73Q: 3 clusters Score -2.224436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 170081 members 
Entering Unmasked Estep 
Score: -22244364.000000 Penalty: 5991.997559
	Iteration 74Q: 3 clusters Score -2.224436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 170086 members 
Entering Unmasked Estep 
Score: -22244356.000000 Penalty: 5991.997559
	Iteration 75Q: 3 clusters Score -2.224436e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 170094 members 
Entering Unmasked Estep 
Score: -22244358.000000 Penalty: 5991.997559
	Iteration 76Q: 3 clusters Score -2.224436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 170103 members 
Entering Unmasked Estep 
Score: -22244368.000000 Penalty: 5991.997559
	Iteration 77Q: 3 clusters Score -2.224437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 170115 members 
Entering Unmasked Estep 
Score: -22244346.000000 Penalty: 5991.997559
	Iteration 78Q: 3 clusters Score -2.224435e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 170133 members 
Entering Unmasked Estep 
Score: -22244336.000000 Penalty: 5991.997559
	Iteration 79Q: 3 clusters Score -2.224434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 170143 members 
Entering Unmasked Estep 
Score: -22244350.000000 Penalty: 5991.997559
	Iteration 80F: 3 clusters Score -2.224435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 170149 members 
Entering Unmasked Estep 
Score: -22244326.000000 Penalty: 5991.997559
	Iteration 81Q: 3 clusters Score -2.224433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 170157 members 
Entering Unmasked Estep 
Score: -22244354.000000 Penalty: 5991.997559
	Iteration 82Q: 3 clusters Score -2.224435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 170163 members 
Entering Unmasked Estep 
Score: -22244370.000000 Penalty: 5991.997559
	Iteration 83Q: 3 clusters Score -2.224437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 170166 members 
Entering Unmasked Estep 
Score: -22244358.000000 Penalty: 5991.997559
	Iteration 84Q: 3 clusters Score -2.224436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 170168 members 
Entering Unmasked Estep 
Score: -22244370.000000 Penalty: 5991.997559
	Iteration 85Q: 3 clusters Score -2.224437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 170174 members 
Entering Unmasked Estep 
Score: -22244360.000000 Penalty: 5991.997559
	Iteration 86Q: 3 clusters Score -2.224436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 170177 members 
Entering Unmasked Estep 
Score: -22244346.000000 Penalty: 5991.997559
	Iteration 87Q: 3 clusters Score -2.224435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 170182 members 
Entering Unmasked Estep 
Score: -22244350.000000 Penalty: 5991.997559
	Iteration 88Q: 3 clusters Score -2.224435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 170189 members 
Entering Unmasked Estep 
Score: -22244360.000000 Penalty: 5991.997559
	Iteration 89Q: 3 clusters Score -2.224436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 170195 members 
Entering Unmasked Estep 
Score: -22244358.000000 Penalty: 5991.997559
	Iteration 90Q: 3 clusters Score -2.224436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 170197 members 
Entering Unmasked Estep 
Score: -22244352.000000 Penalty: 5991.997559
	Iteration 91Q: 3 clusters Score -2.224435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 170200 members 
Entering Unmasked Estep 
Score: -22244352.000000 Penalty: 5991.997559
	Iteration 92Q: 3 clusters Score -2.224435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 170202 members 
Entering Unmasked Estep 
Score: -22244336.000000 Penalty: 5991.997559
	Iteration 93Q: 3 clusters Score -2.224434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 170203 members 
Entering Unmasked Estep 
Score: -22244332.000000 Penalty: 5991.997559
	Iteration 94Q: 3 clusters Score -2.224433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 170203 members 
Entering Unmasked Estep 
Score: -22244332.000000 Penalty: 5991.997559
	Iteration 95F: 3 clusters Score -2.224433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Entering Unmasked Estep 
Score: -285173.468750 Penalty: 1927.119995
	Iteration 0F: 2 clusters Score -285173.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -282316.093750 Penalty: 3854.239990
	Iteration 0F: 3 clusters Score -282316.1 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -282862.468750 Penalty: 3854.239990
	Iteration 1F: 3 clusters Score -282862.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -282995.812500 Penalty: 3854.239990
	Iteration 2F: 3 clusters Score -282995.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -283098.781250 Penalty: 3854.239990
	Iteration 3Q: 3 clusters Score -283098.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -283183.625000 Penalty: 3854.239990
	Iteration 4Q: 3 clusters Score -283183.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -283277.343750 Penalty: 3854.239990
	Iteration 5Q: 3 clusters Score -283277.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -283356.781250 Penalty: 3854.239990
	Iteration 6Q: 3 clusters Score -283356.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283432.437500 Penalty: 3854.239990
	Iteration 7Q: 3 clusters Score -283432.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283524.750000 Penalty: 3854.239990
	Iteration 8Q: 3 clusters Score -283524.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -283634.125000 Penalty: 3854.239990
	Iteration 9Q: 3 clusters Score -283634.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -283754.093750 Penalty: 3854.239990
	Iteration 10Q: 3 clusters Score -283754.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -283887.062500 Penalty: 3854.239990
	Iteration 11Q: 3 clusters Score -283887.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -284022.437500 Penalty: 3854.239990
	Iteration 12Q: 3 clusters Score -284022.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -284149.843750 Penalty: 3854.239990
	Iteration 13Q: 3 clusters Score -284149.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -284247.500000 Penalty: 3854.239990
	Iteration 14Q: 3 clusters Score -284247.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -284328.625000 Penalty: 3854.239990
	Iteration 15Q: 3 clusters Score -284328.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -284392.781250 Penalty: 3854.239990
	Iteration 16Q: 3 clusters Score -284392.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -284451.656250 Penalty: 3854.239990
	Iteration 17Q: 3 clusters Score -284451.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -284519.000000 Penalty: 3854.239990
	Iteration 18Q: 3 clusters Score -284519 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -284579.437500 Penalty: 3854.239990
	Iteration 19Q: 3 clusters Score -284579.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -284631.375000 Penalty: 3854.239990
	Iteration 20F: 3 clusters Score -284631.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -284682.875000 Penalty: 3854.239990
	Iteration 21Q: 3 clusters Score -284682.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -284708.812500 Penalty: 3854.239990
	Iteration 22Q: 3 clusters Score -284708.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -284719.500000 Penalty: 3854.239990
	Iteration 23Q: 3 clusters Score -284719.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -284731.062500 Penalty: 3854.239990
	Iteration 24Q: 3 clusters Score -284731.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -284739.687500 Penalty: 3854.239990
	Iteration 25Q: 3 clusters Score -284739.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -284743.906250 Penalty: 3854.239990
	Iteration 26Q: 3 clusters Score -284743.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -284749.312500 Penalty: 3854.239990
	Iteration 27Q: 3 clusters Score -284749.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -284753.187500 Penalty: 3854.239990
	Iteration 28Q: 3 clusters Score -284753.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -284759.093750 Penalty: 3854.239990
	Iteration 29Q: 3 clusters Score -284759.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -284764.937500 Penalty: 3854.239990
	Iteration 30Q: 3 clusters Score -284764.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -284768.906250 Penalty: 3854.239990
	Iteration 31Q: 3 clusters Score -284768.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -284772.125000 Penalty: 3854.239990
	Iteration 32Q: 3 clusters Score -284772.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -284773.625000 Penalty: 3854.239990
	Iteration 33Q: 3 clusters Score -284773.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -284774.468750 Penalty: 3854.239990
	Iteration 34Q: 3 clusters Score -284774.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -284775.593750 Penalty: 3854.239990
	Iteration 35Q: 3 clusters Score -284775.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -284778.125000 Penalty: 3854.239990
	Iteration 36Q: 3 clusters Score -284778.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -284779.281250 Penalty: 3854.239990
	Iteration 37Q: 3 clusters Score -284779.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -284779.156250 Penalty: 3854.239990
	Iteration 38Q: 3 clusters Score -284779.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -284779.156250 Penalty: 3854.239990
	Iteration 39F: 3 clusters Score -284779.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Entering Unmasked Estep 
Score: -4442903.500000 Penalty: 2593.855469
	Iteration 0F: 2 clusters Score -4442904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -4419200.500000 Penalty: 5187.710938
	Iteration 0F: 3 clusters Score -4419200 nChanged 15741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -4427810.000000 Penalty: 5187.710938
	Iteration 1F: 3 clusters Score -4427810 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -4428395.000000 Penalty: 5187.710938
	Iteration 2Q: 3 clusters Score -4428395 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -4429098.500000 Penalty: 5187.710938
	Iteration 3Q: 3 clusters Score -4429098 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -4430091.000000 Penalty: 5187.710938
	Iteration 4F: 3 clusters Score -4430091 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -4431607.500000 Penalty: 5187.710938
	Iteration 5F: 3 clusters Score -4431608 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -4433562.000000 Penalty: 5187.710938
	Iteration 6F: 3 clusters Score -4433562 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -4435910.500000 Penalty: 5187.710938
	Iteration 7F: 3 clusters Score -4435910 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -4438161.000000 Penalty: 5187.710938
	Iteration 8F: 3 clusters Score -4438161 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -4439534.500000 Penalty: 5187.710938
	Iteration 9Q: 3 clusters Score -4439534 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -4440104.500000 Penalty: 5187.710938
	Iteration 10Q: 3 clusters Score -4440104 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -4440344.000000 Penalty: 5187.710938
	Iteration 11Q: 3 clusters Score -4440344 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -4440475.000000 Penalty: 5187.710938
	Iteration 12Q: 3 clusters Score -4440475 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -4440556.500000 Penalty: 5187.710938
	Iteration 13Q: 3 clusters Score -4440556 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -4440616.000000 Penalty: 5187.710938
	Iteration 14Q: 3 clusters Score -4440616 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -4440638.500000 Penalty: 5187.710938
	Iteration 15Q: 3 clusters Score -4440638 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -4440692.000000 Penalty: 5187.710938
	Iteration 16Q: 3 clusters Score -4440692 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -4440706.500000 Penalty: 5187.710938
	Iteration 17Q: 3 clusters Score -4440706 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -4440737.500000 Penalty: 5187.710938
	Iteration 18Q: 3 clusters Score -4440738 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -4440761.500000 Penalty: 5187.710938
	Iteration 19Q: 3 clusters Score -4440762 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -4440783.000000 Penalty: 5187.710938
	Iteration 20F: 3 clusters Score -4440783 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -4440805.000000 Penalty: 5187.710938
	Iteration 21Q: 3 clusters Score -4440805 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4440832.500000 Penalty: 5187.710938
	Iteration 22Q: 3 clusters Score -4440832 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -4440861.500000 Penalty: 5187.710938
	Iteration 23Q: 3 clusters Score -4440862 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -4440885.000000 Penalty: 5187.710938
	Iteration 24Q: 3 clusters Score -4440885 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -4440895.500000 Penalty: 5187.710938
	Iteration 25Q: 3 clusters Score -4440896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -4440910.500000 Penalty: 5187.710938
	Iteration 26Q: 3 clusters Score -4440910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -4440921.500000 Penalty: 5187.710938
	Iteration 27Q: 3 clusters Score -4440922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -4440920.500000 Penalty: 5187.710938
	Iteration 28Q: 3 clusters Score -4440920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -4440936.500000 Penalty: 5187.710938
	Iteration 29Q: 3 clusters Score -4440936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -4440947.000000 Penalty: 5187.710938
	Iteration 30Q: 3 clusters Score -4440947 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -4440943.500000 Penalty: 5187.710938
	Iteration 31Q: 3 clusters Score -4440944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -4440957.000000 Penalty: 5187.710938
	Iteration 32Q: 3 clusters Score -4440957 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -4440960.500000 Penalty: 5187.710938
	Iteration 33Q: 3 clusters Score -4440960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -4440985.000000 Penalty: 5187.710938
	Iteration 34Q: 3 clusters Score -4440985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -4440991.000000 Penalty: 5187.710938
	Iteration 35Q: 3 clusters Score -4440991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -4440993.000000 Penalty: 5187.710938
	Iteration 36Q: 3 clusters Score -4440993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -4440988.000000 Penalty: 5187.710938
	Iteration 37Q: 3 clusters Score -4440988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -4440999.000000 Penalty: 5187.710938
	Iteration 38Q: 3 clusters Score -4440999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -4441002.500000 Penalty: 5187.710938
	Iteration 39Q: 3 clusters Score -4441002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -4441011.000000 Penalty: 5187.710938
	Iteration 40F: 3 clusters Score -4441011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -4441021.000000 Penalty: 5187.710938
	Iteration 41Q: 3 clusters Score -4441021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -4441016.000000 Penalty: 5187.710938
	Iteration 42Q: 3 clusters Score -4441016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -4441021.500000 Penalty: 5187.710938
	Iteration 43Q: 3 clusters Score -4441022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -4441019.000000 Penalty: 5187.710938
	Iteration 44Q: 3 clusters Score -4441019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -4441019.500000 Penalty: 5187.710938
	Iteration 45Q: 3 clusters Score -4441020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -4441021.000000 Penalty: 5187.710938
	Iteration 46Q: 3 clusters Score -4441021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -4441024.500000 Penalty: 5187.710938
	Iteration 47Q: 3 clusters Score -4441024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -4441029.500000 Penalty: 5187.710938
	Iteration 48Q: 3 clusters Score -4441030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -4441030.500000 Penalty: 5187.710938
	Iteration 49Q: 3 clusters Score -4441030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -4441028.000000 Penalty: 5187.710938
	Iteration 50Q: 3 clusters Score -4441028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -4441028.000000 Penalty: 5187.710938
	Iteration 51F: 3 clusters Score -4441028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -63326.765625 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -63326.77 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 322 members 
Entering Unmasked Estep 
Score: -61710.035156 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -61710.04 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62196.011719 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -62196.01 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62560.257812 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -62560.26 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -63081.277344 Penalty: 3229.825684
	Iteration 3F: 3 clusters Score -63081.28 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -63567.218750 Penalty: 3229.825684
	Iteration 4F: 3 clusters Score -63567.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -63879.609375 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -63879.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -64092.796875 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -64092.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -64163.734375 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -64163.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -64285.679688 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -64285.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -64394.042969 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -64394.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -64440.667969 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -64440.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -64463.218750 Penalty: 3229.825684
	Iteration 11Q: 3 clusters Score -64463.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -64480.410156 Penalty: 3229.825684
	Iteration 12Q: 3 clusters Score -64480.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -64488.773438 Penalty: 3229.825684
	Iteration 13Q: 3 clusters Score -64488.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -64499.011719 Penalty: 3229.825684
	Iteration 14F: 3 clusters Score -64499.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -64558.964844 Penalty: 3229.825684
	Iteration 15Q: 3 clusters Score -64558.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -64576.781250 Penalty: 3229.825684
	Iteration 16Q: 3 clusters Score -64576.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -64585.253906 Penalty: 3229.825684
	Iteration 17Q: 3 clusters Score -64585.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -64597.906250 Penalty: 3229.825684
	Iteration 18Q: 3 clusters Score -64597.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -64622.925781 Penalty: 3229.825684
	Iteration 19Q: 3 clusters Score -64622.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -64689.867188 Penalty: 3229.825684
	Iteration 20F: 3 clusters Score -64689.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -64777.750000 Penalty: 3229.825684
	Iteration 21Q: 3 clusters Score -64777.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -64850.000000 Penalty: 3229.825684
	Iteration 22Q: 3 clusters Score -64850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -64939.855469 Penalty: 3229.825684
	Iteration 23Q: 3 clusters Score -64939.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -65307.292969 Penalty: 3229.825684
	Iteration 24Q: 3 clusters Score -65307.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -65504.023438 Penalty: 3229.825684
	Iteration 25Q: 3 clusters Score -65504.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -65504.023438 Penalty: 3229.825684
	Iteration 26F: 3 clusters Score -65504.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 49873 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4552 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109817 members 
Mstep: Class 9 contains 303698 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46776 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57760 members 
Mstep: Class 14 contains 176423 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34860 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120667 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 158 members 
Mstep: Class 21 contains 40211 members 
Entering Unmasked Estep 
Score: -119296664.000000 Penalty: 71765.531250
Splitting cluster 17 changes total score from -119296448.000000 to -119296664.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 18 (120667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120667 members 
Entering Unmasked Estep 
Score: -15242316.000000 Penalty: 2901.795898
	Iteration 0F: 2 clusters Score -1.524232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60572 members 
Mstep: Class 2 contains 60095 members 
Entering Unmasked Estep 
Score: -15161766.000000 Penalty: 5803.591797
	Iteration 0F: 3 clusters Score -1.516177e+07 nChanged 57166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63750 members 
Mstep: Class 2 contains 56917 members 
Entering Unmasked Estep 
Score: -15194837.000000 Penalty: 5803.591797
	Iteration 1F: 3 clusters Score -1.519484e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66016 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -15196143.000000 Penalty: 5803.591797
	Iteration 2Q: 3 clusters Score -1.519614e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69359 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -15197753.000000 Penalty: 5803.591797
	Iteration 3Q: 3 clusters Score -1.519775e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74110 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -15199976.000000 Penalty: 5803.591797
	Iteration 4Q: 3 clusters Score -1.519998e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80807 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -15204109.000000 Penalty: 5803.591797
	Iteration 5F: 3 clusters Score -1.520411e+07 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89686 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -15210846.000000 Penalty: 5803.591797
	Iteration 6F: 3 clusters Score -1.521085e+07 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100140 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -15220354.000000 Penalty: 5803.591797
	Iteration 7F: 3 clusters Score -1.522035e+07 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109482 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -15229451.000000 Penalty: 5803.591797
	Iteration 8F: 3 clusters Score -1.522945e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115464 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -15235547.000000 Penalty: 5803.591797
	Iteration 9Q: 3 clusters Score -1.523555e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118269 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -15238238.000000 Penalty: 5803.591797
	Iteration 10Q: 3 clusters Score -1.523824e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119342 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -15239188.000000 Penalty: 5803.591797
	Iteration 11Q: 3 clusters Score -1.523919e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119732 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -15239512.000000 Penalty: 5803.591797
	Iteration 12Q: 3 clusters Score -1.523951e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119908 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -15239696.000000 Penalty: 5803.591797
	Iteration 13Q: 3 clusters Score -1.52397e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119986 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -15239760.000000 Penalty: 5803.591797
	Iteration 14Q: 3 clusters Score -1.523976e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120037 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -15239790.000000 Penalty: 5803.591797
	Iteration 15Q: 3 clusters Score -1.523979e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120071 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -15239810.000000 Penalty: 5803.591797
	Iteration 16Q: 3 clusters Score -1.523981e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120098 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -15239852.000000 Penalty: 5803.591797
	Iteration 17Q: 3 clusters Score -1.523985e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120120 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -15239861.000000 Penalty: 5803.591797
	Iteration 18Q: 3 clusters Score -1.523986e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120138 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -15239894.000000 Penalty: 5803.591797
	Iteration 19Q: 3 clusters Score -1.523989e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120155 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -15239898.000000 Penalty: 5803.591797
	Iteration 20F: 3 clusters Score -1.52399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120164 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -15239924.000000 Penalty: 5803.591797
	Iteration 21Q: 3 clusters Score -1.523992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120167 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -15239925.000000 Penalty: 5803.591797
	Iteration 22Q: 3 clusters Score -1.523992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120171 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -15239929.000000 Penalty: 5803.591797
	Iteration 23Q: 3 clusters Score -1.523993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120174 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -15239927.000000 Penalty: 5803.591797
	Iteration 24Q: 3 clusters Score -1.523993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120179 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -15239934.000000 Penalty: 5803.591797
	Iteration 25Q: 3 clusters Score -1.523993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120182 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -15239935.000000 Penalty: 5803.591797
	Iteration 26Q: 3 clusters Score -1.523994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120183 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -15239934.000000 Penalty: 5803.591797
	Iteration 27Q: 3 clusters Score -1.523993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120184 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -15239947.000000 Penalty: 5803.591797
	Iteration 28Q: 3 clusters Score -1.523995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120184 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -15239947.000000 Penalty: 5803.591797
	Iteration 29F: 3 clusters Score -1.523995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -55095.140625 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -55095.14 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 275 members 
Entering Unmasked Estep 
Score: -53552.375000 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -53552.38 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53856.406250 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -53856.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -54009.515625 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -54009.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -54195.230469 Penalty: 3110.410156
	Iteration 3Q: 3 clusters Score -54195.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -54461.234375 Penalty: 3110.410156
	Iteration 4F: 3 clusters Score -54461.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54633.546875 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -54633.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -54710.656250 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -54710.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -54765.117188 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -54765.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -54808.164062 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -54808.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -54838.625000 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -54838.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -54978.757812 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -54978.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -55193.480469 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -55193.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -55260.730469 Penalty: 3110.410156
	Iteration 12Q: 3 clusters Score -55260.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -55359.933594 Penalty: 3110.410156
	Iteration 13Q: 3 clusters Score -55359.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -55359.933594 Penalty: 3110.410156
	Iteration 14F: 3 clusters Score -55359.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 49873 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4552 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109817 members 
Mstep: Class 9 contains 303698 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46776 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57760 members 
Mstep: Class 14 contains 176423 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34860 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120667 members 
Mstep: Class 19 contains 167 members 
Mstep: Class 20 contains 158 members 
Mstep: Class 21 contains 40211 members 
Mstep: Class 22 contains 362 members 
Entering Unmasked Estep 
Score: -119294992.000000 Penalty: 75182.937500
Splitting cluster 19 changes total score from -119296448.000000 to -119294992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (40211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Entering Unmasked Estep 
Score: -5120975.500000 Penalty: 2629.270264
	Iteration 0F: 2 clusters Score -5120976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -5093574.000000 Penalty: 5258.540527
	Iteration 0F: 3 clusters Score -5093574 nChanged 18425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -5103921.000000 Penalty: 5258.540527
	Iteration 1F: 3 clusters Score -5103921 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -5104438.500000 Penalty: 5258.540527
	Iteration 2Q: 3 clusters Score -5104438 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -5104990.500000 Penalty: 5258.540527
	Iteration 3Q: 3 clusters Score -5104990 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -5105623.000000 Penalty: 5258.540527
	Iteration 4Q: 3 clusters Score -5105623 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -5106489.000000 Penalty: 5258.540527
	Iteration 5Q: 3 clusters Score -5106489 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -5107823.000000 Penalty: 5258.540527
	Iteration 6F: 3 clusters Score -5107823 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -5109537.500000 Penalty: 5258.540527
	Iteration 7F: 3 clusters Score -5109538 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -5111520.000000 Penalty: 5258.540527
	Iteration 8F: 3 clusters Score -5111520 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -5113546.000000 Penalty: 5258.540527
	Iteration 9F: 3 clusters Score -5113546 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -5115322.000000 Penalty: 5258.540527
	Iteration 10F: 3 clusters Score -5115322 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -5116606.000000 Penalty: 5258.540527
	Iteration 11Q: 3 clusters Score -5116606 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5117410.000000 Penalty: 5258.540527
	Iteration 12Q: 3 clusters Score -5117410 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5117938.000000 Penalty: 5258.540527
	Iteration 13Q: 3 clusters Score -5117938 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5118227.000000 Penalty: 5258.540527
	Iteration 14Q: 3 clusters Score -5118227 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5118419.500000 Penalty: 5258.540527
	Iteration 15Q: 3 clusters Score -5118420 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5118522.000000 Penalty: 5258.540527
	Iteration 16Q: 3 clusters Score -5118522 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5118587.000000 Penalty: 5258.540527
	Iteration 17Q: 3 clusters Score -5118587 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5118617.000000 Penalty: 5258.540527
	Iteration 18Q: 3 clusters Score -5118617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5118632.000000 Penalty: 5258.540527
	Iteration 19Q: 3 clusters Score -5118632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5118649.000000 Penalty: 5258.540527
	Iteration 20F: 3 clusters Score -5118649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5118657.500000 Penalty: 5258.540527
	Iteration 21Q: 3 clusters Score -5118658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5118659.500000 Penalty: 5258.540527
	Iteration 22Q: 3 clusters Score -5118660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5118664.000000 Penalty: 5258.540527
	Iteration 23Q: 3 clusters Score -5118664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5118663.500000 Penalty: 5258.540527
	Iteration 24Q: 3 clusters Score -5118664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5118673.500000 Penalty: 5258.540527
	Iteration 25Q: 3 clusters Score -5118674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5118674.500000 Penalty: 5258.540527
	Iteration 26Q: 3 clusters Score -5118674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5118684.500000 Penalty: 5258.540527
	Iteration 27Q: 3 clusters Score -5118684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5118684.500000 Penalty: 5258.540527
	Iteration 28Q: 3 clusters Score -5118684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5118683.500000 Penalty: 5258.540527
	Iteration 29Q: 3 clusters Score -5118684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5118690.000000 Penalty: 5258.540527
	Iteration 30Q: 3 clusters Score -5118690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5118685.000000 Penalty: 5258.540527
	Iteration 31Q: 3 clusters Score -5118685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5118685.000000 Penalty: 5258.540527
	Iteration 32F: 3 clusters Score -5118685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 49873 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4552 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109817 members 
Mstep: Class 9 contains 303698 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46776 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57760 members 
Mstep: Class 14 contains 176423 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34860 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120667 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 21 contains 40211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296664.000000 Penalty: 71765.531250
Iteration 199Q: 22 clusters Score -1.192967e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 49884 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4553 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109760 members 
Mstep: Class 9 contains 303683 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46778 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57776 members 
Mstep: Class 14 contains 176491 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34860 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120648 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 158 members 
Mstep: Class 21 contains 40203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296792.000000 Penalty: 71765.531250
Iteration 200F: 22 clusters Score -1.192968e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 49892 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4554 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109702 members 
Mstep: Class 9 contains 303676 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46773 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57790 members 
Mstep: Class 14 contains 176554 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34867 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120629 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296824.000000 Penalty: 71765.531250
Iteration 201Q: 22 clusters Score -1.192968e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 49900 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4557 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109657 members 
Mstep: Class 9 contains 303658 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46781 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57803 members 
Mstep: Class 14 contains 176601 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34864 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120627 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296896.000000 Penalty: 71765.531250
Iteration 202Q: 22 clusters Score -1.192969e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 49909 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4563 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109607 members 
Mstep: Class 9 contains 303617 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46782 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57815 members 
Mstep: Class 14 contains 176658 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34866 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120631 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296816.000000 Penalty: 71765.531250
Iteration 203Q: 22 clusters Score -1.192968e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 49908 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4567 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109561 members 
Mstep: Class 9 contains 303571 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46787 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57829 members 
Mstep: Class 14 contains 176738 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34866 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120622 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296880.000000 Penalty: 71765.531250
Iteration 204Q: 22 clusters Score -1.192969e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 49911 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4567 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109511 members 
Mstep: Class 9 contains 303511 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46791 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57844 members 
Mstep: Class 14 contains 176820 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34864 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120628 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296824.000000 Penalty: 71765.531250
Iteration 205Q: 22 clusters Score -1.192968e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 49918 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4567 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109448 members 
Mstep: Class 9 contains 303447 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46795 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57856 members 
Mstep: Class 14 contains 176941 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34859 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120629 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296888.000000 Penalty: 71765.531250
Iteration 206Q: 22 clusters Score -1.192969e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 49932 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4567 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109371 members 
Mstep: Class 9 contains 303385 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46804 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57872 members 
Mstep: Class 14 contains 177067 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34853 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120619 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296792.000000 Penalty: 71765.531250
Iteration 207Q: 22 clusters Score -1.192968e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 49943 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4566 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109308 members 
Mstep: Class 9 contains 303316 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46809 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57896 members 
Mstep: Class 14 contains 177178 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34856 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120611 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296872.000000 Penalty: 71765.531250
Iteration 208Q: 22 clusters Score -1.192969e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 49956 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4566 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109259 members 
Mstep: Class 9 contains 303261 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46811 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57917 members 
Mstep: Class 14 contains 177263 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34848 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120614 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296840.000000 Penalty: 71765.531250
Iteration 209Q: 22 clusters Score -1.192968e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 49969 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4566 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109200 members 
Mstep: Class 9 contains 303198 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46810 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57942 members 
Mstep: Class 14 contains 177371 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34848 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120605 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296880.000000 Penalty: 71765.531250
Iteration 210Q: 22 clusters Score -1.192969e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 49976 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4567 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109134 members 
Mstep: Class 9 contains 303162 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46814 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57964 members 
Mstep: Class 14 contains 177453 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34852 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120597 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296912.000000 Penalty: 71765.531250
Iteration 211Q: 22 clusters Score -1.192969e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 49984 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4567 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109080 members 
Mstep: Class 9 contains 303114 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46812 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 57986 members 
Mstep: Class 14 contains 177559 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34847 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120579 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296712.000000 Penalty: 71765.531250
Iteration 212Q: 22 clusters Score -1.192967e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 49988 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4567 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 109040 members 
Mstep: Class 9 contains 303055 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46810 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58015 members 
Mstep: Class 14 contains 177656 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34840 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120553 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296736.000000 Penalty: 71765.531250
Iteration 213Q: 22 clusters Score -1.192967e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 49989 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4567 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108993 members 
Mstep: Class 9 contains 303012 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46817 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58039 members 
Mstep: Class 14 contains 177744 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34834 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120530 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296736.000000 Penalty: 71765.531250
Iteration 214Q: 22 clusters Score -1.192967e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 49985 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4567 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108940 members 
Mstep: Class 9 contains 302946 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46826 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58057 members 
Mstep: Class 14 contains 177841 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34831 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120521 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296744.000000 Penalty: 71765.531250
Iteration 215Q: 22 clusters Score -1.192967e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 49986 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4567 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108882 members 
Mstep: Class 9 contains 302884 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46833 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58071 members 
Mstep: Class 14 contains 177959 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34830 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120506 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296840.000000 Penalty: 71765.531250
Iteration 216Q: 22 clusters Score -1.192968e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 49992 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4568 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108836 members 
Mstep: Class 9 contains 302816 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46836 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58090 members 
Mstep: Class 14 contains 178060 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34827 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120492 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296936.000000 Penalty: 71765.531250
Iteration 217Q: 22 clusters Score -1.192969e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 49992 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108791 members 
Mstep: Class 9 contains 302733 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46841 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58104 members 
Mstep: Class 14 contains 178178 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34825 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120480 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296944.000000 Penalty: 71765.531250
Iteration 218Q: 22 clusters Score -1.192969e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 50010 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4575 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108757 members 
Mstep: Class 9 contains 302637 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46849 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58117 members 
Mstep: Class 14 contains 178280 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34818 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120472 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297040.000000 Penalty: 71765.531250
Iteration 219Q: 22 clusters Score -1.19297e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 50019 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4577 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108719 members 
Mstep: Class 9 contains 302552 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46858 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58135 members 
Mstep: Class 14 contains 178379 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34819 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120462 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297056.000000 Penalty: 71765.531250
Iteration 220F: 22 clusters Score -1.192971e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 50038 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4577 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108687 members 
Mstep: Class 9 contains 302426 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46875 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58155 members 
Mstep: Class 14 contains 178504 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34806 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120450 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296984.000000 Penalty: 71765.531250
Iteration 221Q: 22 clusters Score -1.19297e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 50053 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4577 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108636 members 
Mstep: Class 9 contains 302325 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46888 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58179 members 
Mstep: Class 14 contains 178616 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34796 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120444 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297032.000000 Penalty: 71765.531250
Iteration 222Q: 22 clusters Score -1.19297e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 50071 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4578 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108590 members 
Mstep: Class 9 contains 302203 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46899 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58201 members 
Mstep: Class 14 contains 178744 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34785 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120442 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297080.000000 Penalty: 71765.531250
Iteration 223Q: 22 clusters Score -1.192971e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 50084 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4579 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108540 members 
Mstep: Class 9 contains 302088 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46908 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58230 members 
Mstep: Class 14 contains 178882 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34769 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120439 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297048.000000 Penalty: 71765.531250
Iteration 224Q: 22 clusters Score -1.19297e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 50089 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4580 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108478 members 
Mstep: Class 9 contains 302002 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46910 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58270 members 
Mstep: Class 14 contains 178994 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34761 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120434 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297216.000000 Penalty: 71765.531250
Iteration 225Q: 22 clusters Score -1.192972e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 50101 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4580 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108425 members 
Mstep: Class 9 contains 301927 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46906 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58299 members 
Mstep: Class 14 contains 179098 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34756 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120423 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297272.000000 Penalty: 71765.531250
Iteration 226Q: 22 clusters Score -1.192973e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 50116 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4579 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108362 members 
Mstep: Class 9 contains 301883 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46911 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58337 members 
Mstep: Class 14 contains 179177 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34747 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120405 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297232.000000 Penalty: 71765.531250
Iteration 227Q: 22 clusters Score -1.192972e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 50123 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4579 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108303 members 
Mstep: Class 9 contains 301853 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46914 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58379 members 
Mstep: Class 14 contains 179245 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34744 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120386 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297088.000000 Penalty: 71765.531250
Iteration 228Q: 22 clusters Score -1.192971e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 50138 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4579 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108253 members 
Mstep: Class 9 contains 301823 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46928 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58416 members 
Mstep: Class 14 contains 179289 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34732 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120372 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297048.000000 Penalty: 71765.531250
Iteration 229Q: 22 clusters Score -1.19297e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 50149 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108214 members 
Mstep: Class 9 contains 301771 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46928 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58449 members 
Mstep: Class 14 contains 179345 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34729 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120367 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297136.000000 Penalty: 71765.531250
Iteration 230Q: 22 clusters Score -1.192971e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 50162 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108169 members 
Mstep: Class 9 contains 301705 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46932 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58475 members 
Mstep: Class 14 contains 179408 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34731 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120369 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297352.000000 Penalty: 71765.531250
Iteration 231Q: 22 clusters Score -1.192974e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 50170 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4582 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108124 members 
Mstep: Class 9 contains 301674 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46931 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58496 members 
Mstep: Class 14 contains 179442 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34733 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120383 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297592.000000 Penalty: 71765.531250
Iteration 232Q: 22 clusters Score -1.192976e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 50177 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4582 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108087 members 
Mstep: Class 9 contains 301628 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46928 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58521 members 
Mstep: Class 14 contains 179503 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34734 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120377 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297568.000000 Penalty: 71765.531250
Iteration 233Q: 22 clusters Score -1.192976e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 50184 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4583 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108037 members 
Mstep: Class 9 contains 301566 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46931 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58550 members 
Mstep: Class 14 contains 179548 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34733 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120404 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297552.000000 Penalty: 71765.531250
Iteration 234Q: 22 clusters Score -1.192976e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 50193 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4586 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 107983 members 
Mstep: Class 9 contains 301510 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46938 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58576 members 
Mstep: Class 14 contains 179579 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34739 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120425 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297520.000000 Penalty: 71765.531250
Iteration 235Q: 22 clusters Score -1.192975e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 50192 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4592 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 107934 members 
Mstep: Class 9 contains 301472 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46942 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58595 members 
Mstep: Class 14 contains 179620 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34743 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120440 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297536.000000 Penalty: 71765.531250
Iteration 236Q: 22 clusters Score -1.192975e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 50197 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4594 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 107863 members 
Mstep: Class 9 contains 301416 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46949 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58623 members 
Mstep: Class 14 contains 179686 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34751 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120453 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297568.000000 Penalty: 71765.531250
Iteration 237Q: 22 clusters Score -1.192976e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 50207 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4596 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 107815 members 
Mstep: Class 9 contains 301349 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46953 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58650 members 
Mstep: Class 14 contains 179745 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34752 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120460 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297656.000000 Penalty: 71765.531250
Iteration 238Q: 22 clusters Score -1.192977e+08 nChanged 466
Entering ConstructFrom: 
Score: -119297656.000000 Penalty: 71765.531250
Entering ConstructFrom: 
Trying to split cluster 1 (11629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Entering Unmasked Estep 
Score: -1381186.250000 Penalty: 2321.591797
	Iteration 0F: 2 clusters Score -1381186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1372576.625000 Penalty: 4643.183594
	Iteration 0F: 3 clusters Score -1372577 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1375296.125000 Penalty: 4643.183594
	Iteration 1F: 3 clusters Score -1375296 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1375666.375000 Penalty: 4643.183594
	Iteration 2F: 3 clusters Score -1375666 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1375974.000000 Penalty: 4643.183594
	Iteration 3F: 3 clusters Score -1375974 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1376190.000000 Penalty: 4643.183594
	Iteration 4Q: 3 clusters Score -1376190 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1376355.000000 Penalty: 4643.183594
	Iteration 5Q: 3 clusters Score -1376355 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1376471.875000 Penalty: 4643.183594
	Iteration 6Q: 3 clusters Score -1376472 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1376549.750000 Penalty: 4643.183594
	Iteration 7Q: 3 clusters Score -1376550 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1376628.625000 Penalty: 4643.183594
	Iteration 8Q: 3 clusters Score -1376629 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1376695.750000 Penalty: 4643.183594
	Iteration 9Q: 3 clusters Score -1376696 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1376780.375000 Penalty: 4643.183594
	Iteration 10Q: 3 clusters Score -1376780 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1376864.750000 Penalty: 4643.183594
	Iteration 11Q: 3 clusters Score -1376865 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1376956.625000 Penalty: 4643.183594
	Iteration 12Q: 3 clusters Score -1376957 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1377085.500000 Penalty: 4643.183594
	Iteration 13Q: 3 clusters Score -1377086 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1377249.125000 Penalty: 4643.183594
	Iteration 14Q: 3 clusters Score -1377249 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1377430.750000 Penalty: 4643.183594
	Iteration 15Q: 3 clusters Score -1377431 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1377643.875000 Penalty: 4643.183594
	Iteration 16Q: 3 clusters Score -1377644 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1377887.375000 Penalty: 4643.183594
	Iteration 17Q: 3 clusters Score -1377887 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1378113.375000 Penalty: 4643.183594
	Iteration 18Q: 3 clusters Score -1378113 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1378346.250000 Penalty: 4643.183594
	Iteration 19Q: 3 clusters Score -1378346 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1378645.000000 Penalty: 4643.183594
	Iteration 20F: 3 clusters Score -1378645 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1379038.750000 Penalty: 4643.183594
	Iteration 21Q: 3 clusters Score -1379039 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1379483.250000 Penalty: 4643.183594
	Iteration 22Q: 3 clusters Score -1379483 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1379833.625000 Penalty: 4643.183594
	Iteration 23Q: 3 clusters Score -1379834 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1380071.875000 Penalty: 4643.183594
	Iteration 24Q: 3 clusters Score -1380072 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1380195.500000 Penalty: 4643.183594
	Iteration 25Q: 3 clusters Score -1380196 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1380253.625000 Penalty: 4643.183594
	Iteration 26Q: 3 clusters Score -1380254 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1380301.375000 Penalty: 4643.183594
	Iteration 27Q: 3 clusters Score -1380301 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1380325.250000 Penalty: 4643.183594
	Iteration 28Q: 3 clusters Score -1380325 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1380343.000000 Penalty: 4643.183594
	Iteration 29Q: 3 clusters Score -1380343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1380351.500000 Penalty: 4643.183594
	Iteration 30Q: 3 clusters Score -1380352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1380359.875000 Penalty: 4643.183594
	Iteration 31Q: 3 clusters Score -1380360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1380369.625000 Penalty: 4643.183594
	Iteration 32Q: 3 clusters Score -1380370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1380377.125000 Penalty: 4643.183594
	Iteration 33Q: 3 clusters Score -1380377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1380381.750000 Penalty: 4643.183594
	Iteration 34Q: 3 clusters Score -1380382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1380384.000000 Penalty: 4643.183594
	Iteration 35Q: 3 clusters Score -1380384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1380385.750000 Penalty: 4643.183594
	Iteration 36Q: 3 clusters Score -1380386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1380387.125000 Penalty: 4643.183594
	Iteration 37Q: 3 clusters Score -1380387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1380386.000000 Penalty: 4643.183594
	Iteration 38Q: 3 clusters Score -1380386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1380387.000000 Penalty: 4643.183594
	Iteration 39Q: 3 clusters Score -1380387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1380456.375000 Penalty: 4643.183594
	Iteration 40F: 3 clusters Score -1380456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1380543.250000 Penalty: 4643.183594
	Iteration 41Q: 3 clusters Score -1380543 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1380635.875000 Penalty: 4643.183594
	Iteration 42Q: 3 clusters Score -1380636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1380691.875000 Penalty: 4643.183594
	Iteration 43Q: 3 clusters Score -1380692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1380726.375000 Penalty: 4643.183594
	Iteration 44Q: 3 clusters Score -1380726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1380749.125000 Penalty: 4643.183594
	Iteration 45Q: 3 clusters Score -1380749 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1380771.750000 Penalty: 4643.183594
	Iteration 46Q: 3 clusters Score -1380772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1380787.250000 Penalty: 4643.183594
	Iteration 47Q: 3 clusters Score -1380787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1380793.875000 Penalty: 4643.183594
	Iteration 48Q: 3 clusters Score -1380794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1380805.000000 Penalty: 4643.183594
	Iteration 49Q: 3 clusters Score -1380805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1380809.500000 Penalty: 4643.183594
	Iteration 50Q: 3 clusters Score -1380810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1380818.625000 Penalty: 4643.183594
	Iteration 51Q: 3 clusters Score -1380819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1380824.625000 Penalty: 4643.183594
	Iteration 52Q: 3 clusters Score -1380825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1380830.250000 Penalty: 4643.183594
	Iteration 53Q: 3 clusters Score -1380830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1380833.375000 Penalty: 4643.183594
	Iteration 54Q: 3 clusters Score -1380833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1380836.125000 Penalty: 4643.183594
	Iteration 55Q: 3 clusters Score -1380836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1380846.000000 Penalty: 4643.183594
	Iteration 56Q: 3 clusters Score -1380846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1380853.750000 Penalty: 4643.183594
	Iteration 57Q: 3 clusters Score -1380854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1380858.750000 Penalty: 4643.183594
	Iteration 58Q: 3 clusters Score -1380859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1380860.125000 Penalty: 4643.183594
	Iteration 59Q: 3 clusters Score -1380860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1380890.750000 Penalty: 4643.183594
	Iteration 60F: 3 clusters Score -1380891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1380903.000000 Penalty: 4643.183594
	Iteration 61Q: 3 clusters Score -1380903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1380922.625000 Penalty: 4643.183594
	Iteration 62Q: 3 clusters Score -1380923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1380929.875000 Penalty: 4643.183594
	Iteration 63Q: 3 clusters Score -1380930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1380941.750000 Penalty: 4643.183594
	Iteration 64Q: 3 clusters Score -1380942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1380944.250000 Penalty: 4643.183594
	Iteration 65Q: 3 clusters Score -1380944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1380946.500000 Penalty: 4643.183594
	Iteration 66Q: 3 clusters Score -1380946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1380948.875000 Penalty: 4643.183594
	Iteration 67Q: 3 clusters Score -1380949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1380946.750000 Penalty: 4643.183594
	Iteration 68Q: 3 clusters Score -1380947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1380952.000000 Penalty: 4643.183594
	Iteration 69Q: 3 clusters Score -1380952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1380954.125000 Penalty: 4643.183594
	Iteration 70Q: 3 clusters Score -1380954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1380954.125000 Penalty: 4643.183594
	Iteration 71F: 3 clusters Score -1380954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Entering Unmasked Estep 
Score: -6401150.500000 Penalty: 2684.398682
	Iteration 0F: 2 clusters Score -6401150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -6367398.000000 Penalty: 5368.797363
	Iteration 0F: 3 clusters Score -6367398 nChanged 23216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -6380170.500000 Penalty: 5368.797363
	Iteration 1F: 3 clusters Score -6380170 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -6380723.500000 Penalty: 5368.797363
	Iteration 2Q: 3 clusters Score -6380724 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -6381375.500000 Penalty: 5368.797363
	Iteration 3Q: 3 clusters Score -6381376 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -6382100.000000 Penalty: 5368.797363
	Iteration 4Q: 3 clusters Score -6382100 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -6382896.500000 Penalty: 5368.797363
	Iteration 5Q: 3 clusters Score -6382896 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -6383771.500000 Penalty: 5368.797363
	Iteration 6Q: 3 clusters Score -6383772 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -6384966.000000 Penalty: 5368.797363
	Iteration 7Q: 3 clusters Score -6384966 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -6386496.500000 Penalty: 5368.797363
	Iteration 8F: 3 clusters Score -6386496 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -6388432.000000 Penalty: 5368.797363
	Iteration 9F: 3 clusters Score -6388432 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -6390361.500000 Penalty: 5368.797363
	Iteration 10F: 3 clusters Score -6390362 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -6391774.500000 Penalty: 5368.797363
	Iteration 11F: 3 clusters Score -6391774 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -6392620.000000 Penalty: 5368.797363
	Iteration 12Q: 3 clusters Score -6392620 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -6393062.000000 Penalty: 5368.797363
	Iteration 13Q: 3 clusters Score -6393062 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -6393331.000000 Penalty: 5368.797363
	Iteration 14Q: 3 clusters Score -6393331 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -6393621.000000 Penalty: 5368.797363
	Iteration 15Q: 3 clusters Score -6393621 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -6393843.500000 Penalty: 5368.797363
	Iteration 16Q: 3 clusters Score -6393844 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -6394098.500000 Penalty: 5368.797363
	Iteration 17Q: 3 clusters Score -6394098 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -6394378.500000 Penalty: 5368.797363
	Iteration 18Q: 3 clusters Score -6394378 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -6394691.500000 Penalty: 5368.797363
	Iteration 19Q: 3 clusters Score -6394692 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -6394915.000000 Penalty: 5368.797363
	Iteration 20F: 3 clusters Score -6394915 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -6395161.500000 Penalty: 5368.797363
	Iteration 21Q: 3 clusters Score -6395162 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -6395434.000000 Penalty: 5368.797363
	Iteration 22Q: 3 clusters Score -6395434 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -6395727.000000 Penalty: 5368.797363
	Iteration 23Q: 3 clusters Score -6395727 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -6395969.500000 Penalty: 5368.797363
	Iteration 24Q: 3 clusters Score -6395970 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -6396233.000000 Penalty: 5368.797363
	Iteration 25Q: 3 clusters Score -6396233 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -6396501.500000 Penalty: 5368.797363
	Iteration 26Q: 3 clusters Score -6396502 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -6396721.500000 Penalty: 5368.797363
	Iteration 27Q: 3 clusters Score -6396722 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -6396961.000000 Penalty: 5368.797363
	Iteration 28Q: 3 clusters Score -6396961 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -6397234.000000 Penalty: 5368.797363
	Iteration 29Q: 3 clusters Score -6397234 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -6397469.000000 Penalty: 5368.797363
	Iteration 30Q: 3 clusters Score -6397469 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -6397701.500000 Penalty: 5368.797363
	Iteration 31Q: 3 clusters Score -6397702 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -6397882.500000 Penalty: 5368.797363
	Iteration 32Q: 3 clusters Score -6397882 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -6398053.500000 Penalty: 5368.797363
	Iteration 33Q: 3 clusters Score -6398054 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -6398214.500000 Penalty: 5368.797363
	Iteration 34Q: 3 clusters Score -6398214 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -6398348.500000 Penalty: 5368.797363
	Iteration 35Q: 3 clusters Score -6398348 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -6398467.500000 Penalty: 5368.797363
	Iteration 36Q: 3 clusters Score -6398468 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -6398623.000000 Penalty: 5368.797363
	Iteration 37Q: 3 clusters Score -6398623 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -6398759.000000 Penalty: 5368.797363
	Iteration 38Q: 3 clusters Score -6398759 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -6398866.000000 Penalty: 5368.797363
	Iteration 39Q: 3 clusters Score -6398866 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -6398977.000000 Penalty: 5368.797363
	Iteration 40F: 3 clusters Score -6398977 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -6399090.500000 Penalty: 5368.797363
	Iteration 41Q: 3 clusters Score -6399090 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6399180.500000 Penalty: 5368.797363
	Iteration 42Q: 3 clusters Score -6399180 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6399293.000000 Penalty: 5368.797363
	Iteration 43Q: 3 clusters Score -6399293 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6399375.000000 Penalty: 5368.797363
	Iteration 44Q: 3 clusters Score -6399375 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6399446.500000 Penalty: 5368.797363
	Iteration 45Q: 3 clusters Score -6399446 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -6399486.000000 Penalty: 5368.797363
	Iteration 46Q: 3 clusters Score -6399486 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6399523.500000 Penalty: 5368.797363
	Iteration 47Q: 3 clusters Score -6399524 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6399546.000000 Penalty: 5368.797363
	Iteration 48Q: 3 clusters Score -6399546 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6399562.000000 Penalty: 5368.797363
	Iteration 49Q: 3 clusters Score -6399562 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49074 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6399598.000000 Penalty: 5368.797363
	Iteration 50Q: 3 clusters Score -6399598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6399625.500000 Penalty: 5368.797363
	Iteration 51Q: 3 clusters Score -6399626 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6399649.000000 Penalty: 5368.797363
	Iteration 52Q: 3 clusters Score -6399649 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49222 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6399672.500000 Penalty: 5368.797363
	Iteration 53Q: 3 clusters Score -6399672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6399685.000000 Penalty: 5368.797363
	Iteration 54Q: 3 clusters Score -6399685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6399693.500000 Penalty: 5368.797363
	Iteration 55Q: 3 clusters Score -6399694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6399701.000000 Penalty: 5368.797363
	Iteration 56Q: 3 clusters Score -6399701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6399711.500000 Penalty: 5368.797363
	Iteration 57Q: 3 clusters Score -6399712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6399724.500000 Penalty: 5368.797363
	Iteration 58Q: 3 clusters Score -6399724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -6399726.500000 Penalty: 5368.797363
	Iteration 59Q: 3 clusters Score -6399726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6399739.000000 Penalty: 5368.797363
	Iteration 60F: 3 clusters Score -6399739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6399743.000000 Penalty: 5368.797363
	Iteration 61Q: 3 clusters Score -6399743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6399735.500000 Penalty: 5368.797363
	Iteration 62Q: 3 clusters Score -6399736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6399745.500000 Penalty: 5368.797363
	Iteration 63Q: 3 clusters Score -6399746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6399755.000000 Penalty: 5368.797363
	Iteration 64Q: 3 clusters Score -6399755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6399755.500000 Penalty: 5368.797363
	Iteration 65Q: 3 clusters Score -6399756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6399758.000000 Penalty: 5368.797363
	Iteration 66Q: 3 clusters Score -6399758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6399758.500000 Penalty: 5368.797363
	Iteration 67Q: 3 clusters Score -6399758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6399759.500000 Penalty: 5368.797363
	Iteration 68Q: 3 clusters Score -6399760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6399759.000000 Penalty: 5368.797363
	Iteration 69Q: 3 clusters Score -6399759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6399756.000000 Penalty: 5368.797363
	Iteration 70Q: 3 clusters Score -6399756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6399760.500000 Penalty: 5368.797363
	Iteration 71Q: 3 clusters Score -6399760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6399769.500000 Penalty: 5368.797363
	Iteration 72Q: 3 clusters Score -6399770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6399772.500000 Penalty: 5368.797363
	Iteration 73Q: 3 clusters Score -6399772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6399767.500000 Penalty: 5368.797363
	Iteration 74Q: 3 clusters Score -6399768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6399774.500000 Penalty: 5368.797363
	Iteration 75Q: 3 clusters Score -6399774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6399777.500000 Penalty: 5368.797363
	Iteration 76Q: 3 clusters Score -6399778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6399776.000000 Penalty: 5368.797363
	Iteration 77Q: 3 clusters Score -6399776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6399775.000000 Penalty: 5368.797363
	Iteration 78Q: 3 clusters Score -6399775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6399780.500000 Penalty: 5368.797363
	Iteration 79Q: 3 clusters Score -6399780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6399780.500000 Penalty: 5368.797363
	Iteration 80F: 3 clusters Score -6399780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -68180.476562 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -68180.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66474.648438 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -66474.65 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66973.117188 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -66973.12 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67490.343750 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -67490.34 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -68024.734375 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -68024.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68609.531250 Penalty: 3263.308594
	Iteration 4F: 3 clusters Score -68609.53 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -69034.570312 Penalty: 3263.308594
	Iteration 5F: 3 clusters Score -69034.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69369.679688 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -69369.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69579.992188 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -69579.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69595.320312 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -69595.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69602.890625 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -69602.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69602.890625 Penalty: 3263.308594
	Iteration 10F: 3 clusters Score -69602.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 50221 members 
Mstep: Class 3 contains 348 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4597 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 107774 members 
Mstep: Class 9 contains 301291 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46949 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58672 members 
Mstep: Class 14 contains 179787 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34754 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120478 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40130 members 
Mstep: Class 22 contains 372 members 
Entering Unmasked Estep 
Score: -119297288.000000 Penalty: 75182.937500
Splitting cluster 3 changes total score from -119297656.000000 to -119297288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Entering Unmasked Estep 
Score: -210918.671875 Penalty: 1850.914062
	Iteration 0F: 2 clusters Score -210918.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -208455.875000 Penalty: 3701.828125
	Iteration 0F: 3 clusters Score -208455.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -208878.500000 Penalty: 3701.828125
	Iteration 1F: 3 clusters Score -208878.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -208994.937500 Penalty: 3701.828125
	Iteration 2F: 3 clusters Score -208994.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -209052.343750 Penalty: 3701.828125
	Iteration 3Q: 3 clusters Score -209052.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -209093.750000 Penalty: 3701.828125
	Iteration 4Q: 3 clusters Score -209093.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -209125.312500 Penalty: 3701.828125
	Iteration 5Q: 3 clusters Score -209125.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -209156.640625 Penalty: 3701.828125
	Iteration 6Q: 3 clusters Score -209156.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -209175.328125 Penalty: 3701.828125
	Iteration 7Q: 3 clusters Score -209175.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -209188.046875 Penalty: 3701.828125
	Iteration 8Q: 3 clusters Score -209188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -209201.484375 Penalty: 3701.828125
	Iteration 9Q: 3 clusters Score -209201.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -209220.906250 Penalty: 3701.828125
	Iteration 10Q: 3 clusters Score -209220.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -209234.281250 Penalty: 3701.828125
	Iteration 11Q: 3 clusters Score -209234.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -209248.500000 Penalty: 3701.828125
	Iteration 12Q: 3 clusters Score -209248.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -209264.625000 Penalty: 3701.828125
	Iteration 13Q: 3 clusters Score -209264.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -209280.187500 Penalty: 3701.828125
	Iteration 14Q: 3 clusters Score -209280.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -209291.203125 Penalty: 3701.828125
	Iteration 15Q: 3 clusters Score -209291.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -209302.984375 Penalty: 3701.828125
	Iteration 16Q: 3 clusters Score -209303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -209307.703125 Penalty: 3701.828125
	Iteration 17Q: 3 clusters Score -209307.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -209313.468750 Penalty: 3701.828125
	Iteration 18Q: 3 clusters Score -209313.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -209316.390625 Penalty: 3701.828125
	Iteration 19Q: 3 clusters Score -209316.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -209320.406250 Penalty: 3701.828125
	Iteration 20F: 3 clusters Score -209320.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -209323.031250 Penalty: 3701.828125
	Iteration 21Q: 3 clusters Score -209323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -209326.859375 Penalty: 3701.828125
	Iteration 22Q: 3 clusters Score -209326.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -209330.359375 Penalty: 3701.828125
	Iteration 23Q: 3 clusters Score -209330.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -209335.062500 Penalty: 3701.828125
	Iteration 24Q: 3 clusters Score -209335.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -209339.343750 Penalty: 3701.828125
	Iteration 25Q: 3 clusters Score -209339.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -209340.375000 Penalty: 3701.828125
	Iteration 26Q: 3 clusters Score -209340.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -209341.437500 Penalty: 3701.828125
	Iteration 27Q: 3 clusters Score -209341.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -209343.953125 Penalty: 3701.828125
	Iteration 28Q: 3 clusters Score -209344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -209346.218750 Penalty: 3701.828125
	Iteration 29Q: 3 clusters Score -209346.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -209346.968750 Penalty: 3701.828125
	Iteration 30Q: 3 clusters Score -209347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -209348.562500 Penalty: 3701.828125
	Iteration 31Q: 3 clusters Score -209348.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -209350.234375 Penalty: 3701.828125
	Iteration 32Q: 3 clusters Score -209350.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -209351.187500 Penalty: 3701.828125
	Iteration 33Q: 3 clusters Score -209351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -209351.906250 Penalty: 3701.828125
	Iteration 34Q: 3 clusters Score -209351.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -209352.187500 Penalty: 3701.828125
	Iteration 35Q: 3 clusters Score -209352.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -209352.187500 Penalty: 3701.828125
	Iteration 36F: 3 clusters Score -209352.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -19696.048828 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -19696.05 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 100 members 
Entering Unmasked Estep 
Score: -18544.779297 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -18544.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18624.968750 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -18624.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18648.412109 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -18648.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18648.412109 Penalty: 2663.836426
	Iteration 3F: 3 clusters Score -18648.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Entering Unmasked Estep 
Score: -551991.437500 Penalty: 2091.423340
	Iteration 0F: 2 clusters Score -551991.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -547738.125000 Penalty: 4182.846680
	Iteration 0F: 3 clusters Score -547738.1 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -549018.437500 Penalty: 4182.846680
	Iteration 1F: 3 clusters Score -549018.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -549434.625000 Penalty: 4182.846680
	Iteration 2F: 3 clusters Score -549434.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -549722.125000 Penalty: 4182.846680
	Iteration 3F: 3 clusters Score -549722.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -549926.875000 Penalty: 4182.846680
	Iteration 4F: 3 clusters Score -549926.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -550088.062500 Penalty: 4182.846680
	Iteration 5Q: 3 clusters Score -550088.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -550212.750000 Penalty: 4182.846680
	Iteration 6Q: 3 clusters Score -550212.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -550308.000000 Penalty: 4182.846680
	Iteration 7Q: 3 clusters Score -550308 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -550394.812500 Penalty: 4182.846680
	Iteration 8Q: 3 clusters Score -550394.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -550464.250000 Penalty: 4182.846680
	Iteration 9Q: 3 clusters Score -550464.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -550508.062500 Penalty: 4182.846680
	Iteration 10Q: 3 clusters Score -550508.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -550544.312500 Penalty: 4182.846680
	Iteration 11Q: 3 clusters Score -550544.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -550565.125000 Penalty: 4182.846680
	Iteration 12Q: 3 clusters Score -550565.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -550580.500000 Penalty: 4182.846680
	Iteration 13Q: 3 clusters Score -550580.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -550602.250000 Penalty: 4182.846680
	Iteration 14Q: 3 clusters Score -550602.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -550620.062500 Penalty: 4182.846680
	Iteration 15Q: 3 clusters Score -550620.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -550630.500000 Penalty: 4182.846680
	Iteration 16Q: 3 clusters Score -550630.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -550643.062500 Penalty: 4182.846680
	Iteration 17Q: 3 clusters Score -550643.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -550650.625000 Penalty: 4182.846680
	Iteration 18Q: 3 clusters Score -550650.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -550656.437500 Penalty: 4182.846680
	Iteration 19Q: 3 clusters Score -550656.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -550662.062500 Penalty: 4182.846680
	Iteration 20F: 3 clusters Score -550662.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -550663.875000 Penalty: 4182.846680
	Iteration 21Q: 3 clusters Score -550663.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -550666.750000 Penalty: 4182.846680
	Iteration 22Q: 3 clusters Score -550666.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -550667.687500 Penalty: 4182.846680
	Iteration 23Q: 3 clusters Score -550667.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -550669.750000 Penalty: 4182.846680
	Iteration 24Q: 3 clusters Score -550669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -550672.062500 Penalty: 4182.846680
	Iteration 25Q: 3 clusters Score -550672.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -550672.062500 Penalty: 4182.846680
	Iteration 26F: 3 clusters Score -550672.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -57984.898438 Penalty: 1552.849976
	Iteration 0F: 2 clusters Score -57984.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56504.531250 Penalty: 3105.699951
	Iteration 0F: 3 clusters Score -56504.53 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56719.679688 Penalty: 3105.699951
	Iteration 1F: 3 clusters Score -56719.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56791.593750 Penalty: 3105.699951
	Iteration 2F: 3 clusters Score -56791.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56835.335938 Penalty: 3105.699951
	Iteration 3Q: 3 clusters Score -56835.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56864.156250 Penalty: 3105.699951
	Iteration 4Q: 3 clusters Score -56864.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56884.980469 Penalty: 3105.699951
	Iteration 5Q: 3 clusters Score -56884.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56887.894531 Penalty: 3105.699951
	Iteration 6Q: 3 clusters Score -56887.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56892.324219 Penalty: 3105.699951
	Iteration 7Q: 3 clusters Score -56892.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56892.324219 Penalty: 3105.699951
	Iteration 8F: 3 clusters Score -56892.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (107774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107774 members 
Entering Unmasked Estep 
Score: -13649336.000000 Penalty: 2873.772217
	Iteration 0F: 2 clusters Score -1.364934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -13577058.000000 Penalty: 5747.544434
	Iteration 0F: 3 clusters Score -1.357706e+07 nChanged 51248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57237 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -13606407.000000 Penalty: 5747.544434
	Iteration 1F: 3 clusters Score -1.360641e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -13607698.000000 Penalty: 5747.544434
	Iteration 2Q: 3 clusters Score -1.36077e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -13609582.000000 Penalty: 5747.544434
	Iteration 3Q: 3 clusters Score -1.360958e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68216 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -13612908.000000 Penalty: 5747.544434
	Iteration 4F: 3 clusters Score -1.361291e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75466 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -13618780.000000 Penalty: 5747.544434
	Iteration 5F: 3 clusters Score -1.361878e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84060 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -13626976.000000 Penalty: 5747.544434
	Iteration 6F: 3 clusters Score -1.362698e+07 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92206 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -13635626.000000 Penalty: 5747.544434
	Iteration 7F: 3 clusters Score -1.363563e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97476 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -13641461.000000 Penalty: 5747.544434
	Iteration 8F: 3 clusters Score -1.364146e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99969 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -13644161.000000 Penalty: 5747.544434
	Iteration 9Q: 3 clusters Score -1.364416e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101215 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -13645300.000000 Penalty: 5747.544434
	Iteration 10Q: 3 clusters Score -1.36453e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102034 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -13645789.000000 Penalty: 5747.544434
	Iteration 11Q: 3 clusters Score -1.364579e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102671 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -13646048.000000 Penalty: 5747.544434
	Iteration 12Q: 3 clusters Score -1.364605e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103204 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -13646260.000000 Penalty: 5747.544434
	Iteration 13Q: 3 clusters Score -1.364626e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103641 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -13646418.000000 Penalty: 5747.544434
	Iteration 14Q: 3 clusters Score -1.364642e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104029 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -13646598.000000 Penalty: 5747.544434
	Iteration 15Q: 3 clusters Score -1.36466e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104372 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -13646689.000000 Penalty: 5747.544434
	Iteration 16Q: 3 clusters Score -1.364669e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -13646821.000000 Penalty: 5747.544434
	Iteration 17Q: 3 clusters Score -1.364682e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104823 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -13646862.000000 Penalty: 5747.544434
	Iteration 18Q: 3 clusters Score -1.364686e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104984 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -13646892.000000 Penalty: 5747.544434
	Iteration 19Q: 3 clusters Score -1.364689e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105145 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -13646925.000000 Penalty: 5747.544434
	Iteration 20F: 3 clusters Score -1.364692e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105285 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -13646966.000000 Penalty: 5747.544434
	Iteration 21Q: 3 clusters Score -1.364697e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105398 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -13646968.000000 Penalty: 5747.544434
	Iteration 22Q: 3 clusters Score -1.364697e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105486 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -13646961.000000 Penalty: 5747.544434
	Iteration 23Q: 3 clusters Score -1.364696e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105564 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -13646973.000000 Penalty: 5747.544434
	Iteration 24Q: 3 clusters Score -1.364697e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105638 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -13647012.000000 Penalty: 5747.544434
	Iteration 25Q: 3 clusters Score -1.364701e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105707 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -13647022.000000 Penalty: 5747.544434
	Iteration 26Q: 3 clusters Score -1.364702e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105768 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -13647076.000000 Penalty: 5747.544434
	Iteration 27Q: 3 clusters Score -1.364708e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105825 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -13647076.000000 Penalty: 5747.544434
	Iteration 28Q: 3 clusters Score -1.364708e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105876 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -13647062.000000 Penalty: 5747.544434
	Iteration 29Q: 3 clusters Score -1.364706e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105923 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -13647084.000000 Penalty: 5747.544434
	Iteration 30Q: 3 clusters Score -1.364708e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -13647102.000000 Penalty: 5747.544434
	Iteration 31Q: 3 clusters Score -1.36471e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106010 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -13647093.000000 Penalty: 5747.544434
	Iteration 32Q: 3 clusters Score -1.364709e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106042 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -13647098.000000 Penalty: 5747.544434
	Iteration 33Q: 3 clusters Score -1.36471e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106078 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -13647118.000000 Penalty: 5747.544434
	Iteration 34Q: 3 clusters Score -1.364712e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106114 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -13647126.000000 Penalty: 5747.544434
	Iteration 35Q: 3 clusters Score -1.364713e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106137 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -13647124.000000 Penalty: 5747.544434
	Iteration 36Q: 3 clusters Score -1.364712e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106159 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -13647140.000000 Penalty: 5747.544434
	Iteration 37Q: 3 clusters Score -1.364714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106184 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -13647149.000000 Penalty: 5747.544434
	Iteration 38Q: 3 clusters Score -1.364715e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106202 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -13647171.000000 Penalty: 5747.544434
	Iteration 39Q: 3 clusters Score -1.364717e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106220 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -13647167.000000 Penalty: 5747.544434
	Iteration 40F: 3 clusters Score -1.364717e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106237 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -13647169.000000 Penalty: 5747.544434
	Iteration 41Q: 3 clusters Score -1.364717e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106252 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -13647169.000000 Penalty: 5747.544434
	Iteration 42Q: 3 clusters Score -1.364717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106261 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -13647156.000000 Penalty: 5747.544434
	Iteration 43Q: 3 clusters Score -1.364716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106267 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -13647158.000000 Penalty: 5747.544434
	Iteration 44Q: 3 clusters Score -1.364716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106273 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -13647162.000000 Penalty: 5747.544434
	Iteration 45Q: 3 clusters Score -1.364716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106274 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -13647169.000000 Penalty: 5747.544434
	Iteration 46Q: 3 clusters Score -1.364717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106276 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -13647166.000000 Penalty: 5747.544434
	Iteration 47Q: 3 clusters Score -1.364717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106277 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -13647171.000000 Penalty: 5747.544434
	Iteration 48Q: 3 clusters Score -1.364717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106277 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -13647171.000000 Penalty: 5747.544434
	Iteration 49F: 3 clusters Score -1.364717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (301291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301291 members 
Entering Unmasked Estep 
Score: -37739028.000000 Penalty: 3128.726074
	Iteration 0F: 2 clusters Score -3.773903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150736 members 
Mstep: Class 2 contains 150555 members 
Entering Unmasked Estep 
Score: -37552508.000000 Penalty: 6257.452148
	Iteration 0F: 3 clusters Score -3.755251e+07 nChanged 146515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155285 members 
Mstep: Class 2 contains 146006 members 
Entering Unmasked Estep 
Score: -37639760.000000 Penalty: 6257.452148
	Iteration 1F: 3 clusters Score -3.763976e+07 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158242 members 
Mstep: Class 2 contains 143049 members 
Entering Unmasked Estep 
Score: -37642128.000000 Penalty: 6257.452148
	Iteration 2Q: 3 clusters Score -3.764213e+07 nChanged 10977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162901 members 
Mstep: Class 2 contains 138390 members 
Entering Unmasked Estep 
Score: -37645716.000000 Penalty: 6257.452148
	Iteration 3Q: 3 clusters Score -3.764572e+07 nChanged 13690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169813 members 
Mstep: Class 2 contains 131478 members 
Entering Unmasked Estep 
Score: -37650504.000000 Penalty: 6257.452148
	Iteration 4Q: 3 clusters Score -3.76505e+07 nChanged 16612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179939 members 
Mstep: Class 2 contains 121352 members 
Entering Unmasked Estep 
Score: -37658164.000000 Penalty: 6257.452148
	Iteration 5F: 3 clusters Score -3.765816e+07 nChanged 19110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193283 members 
Mstep: Class 2 contains 108008 members 
Entering Unmasked Estep 
Score: -37667616.000000 Penalty: 6257.452148
	Iteration 6F: 3 clusters Score -3.766762e+07 nChanged 19870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208495 members 
Mstep: Class 2 contains 92796 members 
Entering Unmasked Estep 
Score: -37678516.000000 Penalty: 6257.452148
	Iteration 7F: 3 clusters Score -3.767852e+07 nChanged 18538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223435 members 
Mstep: Class 2 contains 77856 members 
Entering Unmasked Estep 
Score: -37690108.000000 Penalty: 6257.452148
	Iteration 8F: 3 clusters Score -3.769011e+07 nChanged 15858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235907 members 
Mstep: Class 2 contains 65384 members 
Entering Unmasked Estep 
Score: -37701888.000000 Penalty: 6257.452148
	Iteration 9F: 3 clusters Score -3.770189e+07 nChanged 12573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244506 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -37710972.000000 Penalty: 6257.452148
	Iteration 10Q: 3 clusters Score -3.771097e+07 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250270 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -37716800.000000 Penalty: 6257.452148
	Iteration 11Q: 3 clusters Score -3.77168e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255016 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -37720348.000000 Penalty: 6257.452148
	Iteration 12Q: 3 clusters Score -3.772035e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259392 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -37722848.000000 Penalty: 6257.452148
	Iteration 13Q: 3 clusters Score -3.772285e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263469 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -37724824.000000 Penalty: 6257.452148
	Iteration 14Q: 3 clusters Score -3.772482e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267216 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -37726608.000000 Penalty: 6257.452148
	Iteration 15Q: 3 clusters Score -3.772661e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270535 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -37728628.000000 Penalty: 6257.452148
	Iteration 16Q: 3 clusters Score -3.772863e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273497 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -37730480.000000 Penalty: 6257.452148
	Iteration 17Q: 3 clusters Score -3.773048e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276127 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -37731976.000000 Penalty: 6257.452148
	Iteration 18Q: 3 clusters Score -3.773198e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278430 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -37733048.000000 Penalty: 6257.452148
	Iteration 19Q: 3 clusters Score -3.773305e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280450 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -37733788.000000 Penalty: 6257.452148
	Iteration 20F: 3 clusters Score -3.773379e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282274 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -37734660.000000 Penalty: 6257.452148
	Iteration 21Q: 3 clusters Score -3.773466e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283905 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -37735428.000000 Penalty: 6257.452148
	Iteration 22Q: 3 clusters Score -3.773543e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285420 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -37735948.000000 Penalty: 6257.452148
	Iteration 23Q: 3 clusters Score -3.773595e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286778 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -37736388.000000 Penalty: 6257.452148
	Iteration 24Q: 3 clusters Score -3.773639e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288074 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -37736856.000000 Penalty: 6257.452148
	Iteration 25Q: 3 clusters Score -3.773686e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289262 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -37737104.000000 Penalty: 6257.452148
	Iteration 26Q: 3 clusters Score -3.77371e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290266 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -37737240.000000 Penalty: 6257.452148
	Iteration 27Q: 3 clusters Score -3.773724e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291141 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -37737276.000000 Penalty: 6257.452148
	Iteration 28Q: 3 clusters Score -3.773728e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291948 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -37737344.000000 Penalty: 6257.452148
	Iteration 29Q: 3 clusters Score -3.773734e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292667 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -37737280.000000 Penalty: 6257.452148
	Iteration 30Q: 3 clusters Score -3.773728e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293325 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -37737332.000000 Penalty: 6257.452148
	Iteration 31Q: 3 clusters Score -3.773733e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293922 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -37737416.000000 Penalty: 6257.452148
	Iteration 32Q: 3 clusters Score -3.773742e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294467 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -37737596.000000 Penalty: 6257.452148
	Iteration 33Q: 3 clusters Score -3.77376e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294930 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -37737592.000000 Penalty: 6257.452148
	Iteration 34Q: 3 clusters Score -3.773759e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295355 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -37737676.000000 Penalty: 6257.452148
	Iteration 35Q: 3 clusters Score -3.773768e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295751 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -37737656.000000 Penalty: 6257.452148
	Iteration 36Q: 3 clusters Score -3.773766e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296133 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -37737672.000000 Penalty: 6257.452148
	Iteration 37Q: 3 clusters Score -3.773767e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296487 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -37737692.000000 Penalty: 6257.452148
	Iteration 38Q: 3 clusters Score -3.773769e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296833 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -37737732.000000 Penalty: 6257.452148
	Iteration 39Q: 3 clusters Score -3.773773e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297127 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -37737772.000000 Penalty: 6257.452148
	Iteration 40F: 3 clusters Score -3.773777e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297416 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -37737804.000000 Penalty: 6257.452148
	Iteration 41Q: 3 clusters Score -3.77378e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297686 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -37737708.000000 Penalty: 6257.452148
	Iteration 42Q: 3 clusters Score -3.773771e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297913 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -37737612.000000 Penalty: 6257.452148
	Iteration 43Q: 3 clusters Score -3.773761e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298139 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -37737588.000000 Penalty: 6257.452148
	Iteration 44Q: 3 clusters Score -3.773759e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298346 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -37737460.000000 Penalty: 6257.452148
	Iteration 45Q: 3 clusters Score -3.773746e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298533 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -37737436.000000 Penalty: 6257.452148
	Iteration 46Q: 3 clusters Score -3.773744e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298694 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -37737400.000000 Penalty: 6257.452148
	Iteration 47Q: 3 clusters Score -3.77374e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298844 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -37737380.000000 Penalty: 6257.452148
	Iteration 48Q: 3 clusters Score -3.773738e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298981 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -37737244.000000 Penalty: 6257.452148
	Iteration 49Q: 3 clusters Score -3.773724e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299111 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -37737228.000000 Penalty: 6257.452148
	Iteration 50Q: 3 clusters Score -3.773723e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299217 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -37737188.000000 Penalty: 6257.452148
	Iteration 51Q: 3 clusters Score -3.773719e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299307 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -37737164.000000 Penalty: 6257.452148
	Iteration 52Q: 3 clusters Score -3.773716e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299388 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -37737140.000000 Penalty: 6257.452148
	Iteration 53Q: 3 clusters Score -3.773714e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299465 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -37737136.000000 Penalty: 6257.452148
	Iteration 54Q: 3 clusters Score -3.773714e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299543 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -37737132.000000 Penalty: 6257.452148
	Iteration 55Q: 3 clusters Score -3.773713e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299625 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -37737144.000000 Penalty: 6257.452148
	Iteration 56Q: 3 clusters Score -3.773714e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299691 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -37737084.000000 Penalty: 6257.452148
	Iteration 57Q: 3 clusters Score -3.773708e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299748 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -37737120.000000 Penalty: 6257.452148
	Iteration 58Q: 3 clusters Score -3.773712e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299805 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -37737068.000000 Penalty: 6257.452148
	Iteration 59Q: 3 clusters Score -3.773707e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299855 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -37737048.000000 Penalty: 6257.452148
	Iteration 60F: 3 clusters Score -3.773705e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299898 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -37737072.000000 Penalty: 6257.452148
	Iteration 61Q: 3 clusters Score -3.773707e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299939 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -37737076.000000 Penalty: 6257.452148
	Iteration 62Q: 3 clusters Score -3.773708e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299987 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -37737044.000000 Penalty: 6257.452148
	Iteration 63Q: 3 clusters Score -3.773704e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300032 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -37737040.000000 Penalty: 6257.452148
	Iteration 64Q: 3 clusters Score -3.773704e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300065 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -37737052.000000 Penalty: 6257.452148
	Iteration 65Q: 3 clusters Score -3.773705e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300090 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -37737036.000000 Penalty: 6257.452148
	Iteration 66Q: 3 clusters Score -3.773704e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300123 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -37737072.000000 Penalty: 6257.452148
	Iteration 67Q: 3 clusters Score -3.773707e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300141 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -37737072.000000 Penalty: 6257.452148
	Iteration 68Q: 3 clusters Score -3.773707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300154 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -37737044.000000 Penalty: 6257.452148
	Iteration 69Q: 3 clusters Score -3.773704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300168 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -37737040.000000 Penalty: 6257.452148
	Iteration 70Q: 3 clusters Score -3.773704e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300180 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -37737048.000000 Penalty: 6257.452148
	Iteration 71Q: 3 clusters Score -3.773705e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300198 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -37737060.000000 Penalty: 6257.452148
	Iteration 72Q: 3 clusters Score -3.773706e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300217 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -37737052.000000 Penalty: 6257.452148
	Iteration 73Q: 3 clusters Score -3.773705e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300233 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -37737044.000000 Penalty: 6257.452148
	Iteration 74Q: 3 clusters Score -3.773704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300250 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -37737060.000000 Penalty: 6257.452148
	Iteration 75Q: 3 clusters Score -3.773706e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300272 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -37737028.000000 Penalty: 6257.452148
	Iteration 76Q: 3 clusters Score -3.773703e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300295 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -37737068.000000 Penalty: 6257.452148
	Iteration 77Q: 3 clusters Score -3.773707e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300309 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -37737076.000000 Penalty: 6257.452148
	Iteration 78Q: 3 clusters Score -3.773708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300323 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -37737084.000000 Penalty: 6257.452148
	Iteration 79Q: 3 clusters Score -3.773708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300335 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -37737076.000000 Penalty: 6257.452148
	Iteration 80F: 3 clusters Score -3.773708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300353 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -37737048.000000 Penalty: 6257.452148
	Iteration 81Q: 3 clusters Score -3.773705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300363 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -37737040.000000 Penalty: 6257.452148
	Iteration 82Q: 3 clusters Score -3.773704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300370 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -37737032.000000 Penalty: 6257.452148
	Iteration 83Q: 3 clusters Score -3.773703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300374 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -37737028.000000 Penalty: 6257.452148
	Iteration 84Q: 3 clusters Score -3.773703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300376 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -37737024.000000 Penalty: 6257.452148
	Iteration 85Q: 3 clusters Score -3.773702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300377 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -37737032.000000 Penalty: 6257.452148
	Iteration 86Q: 3 clusters Score -3.773703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300379 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -37737016.000000 Penalty: 6257.452148
	Iteration 87Q: 3 clusters Score -3.773702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300382 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -37737020.000000 Penalty: 6257.452148
	Iteration 88Q: 3 clusters Score -3.773702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300384 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -37737016.000000 Penalty: 6257.452148
	Iteration 89Q: 3 clusters Score -3.773702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300386 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -37737016.000000 Penalty: 6257.452148
	Iteration 90Q: 3 clusters Score -3.773702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300388 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -37737016.000000 Penalty: 6257.452148
	Iteration 91Q: 3 clusters Score -3.773702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300388 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -37737012.000000 Penalty: 6257.452148
	Iteration 92Q: 3 clusters Score -3.773701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300389 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -37737020.000000 Penalty: 6257.452148
	Iteration 93Q: 3 clusters Score -3.773702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300391 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -37737000.000000 Penalty: 6257.452148
	Iteration 94Q: 3 clusters Score -3.7737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300393 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -37736996.000000 Penalty: 6257.452148
	Iteration 95Q: 3 clusters Score -3.7737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300395 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -37737000.000000 Penalty: 6257.452148
	Iteration 96Q: 3 clusters Score -3.7737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300395 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -37737000.000000 Penalty: 6257.452148
	Iteration 97Q: 3 clusters Score -3.7737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300396 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -37737000.000000 Penalty: 6257.452148
	Iteration 98Q: 3 clusters Score -3.7737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300395 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -37736988.000000 Penalty: 6257.452148
	Iteration 99Q: 3 clusters Score -3.773699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300395 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -37736988.000000 Penalty: 6257.452148
	Iteration 100F: 3 clusters Score -3.773699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -83987.109375 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -83987.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -82283.359375 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -82283.36 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -82805.257812 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -82805.26 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -83350.554688 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -83350.55 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -83642.000000 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -83642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83761.625000 Penalty: 3347.965820
	Iteration 4Q: 3 clusters Score -83761.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -83808.312500 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -83808.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -83830.054688 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -83830.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -83850.375000 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -83850.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -83860.945312 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -83860.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -83862.617188 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -83862.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -83863.257812 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -83863.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -83863.257812 Penalty: 3347.965820
	Iteration 11F: 3 clusters Score -83863.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Entering Unmasked Estep 
Score: -5966715.500000 Penalty: 2667.690674
	Iteration 0F: 2 clusters Score -5966716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -5934932.500000 Penalty: 5335.381348
	Iteration 0F: 3 clusters Score -5934932 nChanged 21662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -5946996.500000 Penalty: 5335.381348
	Iteration 1F: 3 clusters Score -5946996 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -5947839.000000 Penalty: 5335.381348
	Iteration 2Q: 3 clusters Score -5947839 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -5948959.500000 Penalty: 5335.381348
	Iteration 3F: 3 clusters Score -5948960 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -5950543.500000 Penalty: 5335.381348
	Iteration 4F: 3 clusters Score -5950544 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -5952859.000000 Penalty: 5335.381348
	Iteration 5F: 3 clusters Score -5952859 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -5955741.500000 Penalty: 5335.381348
	Iteration 6F: 3 clusters Score -5955742 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -5958655.000000 Penalty: 5335.381348
	Iteration 7F: 3 clusters Score -5958655 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -5961124.000000 Penalty: 5335.381348
	Iteration 8F: 3 clusters Score -5961124 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -5962962.000000 Penalty: 5335.381348
	Iteration 9Q: 3 clusters Score -5962962 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -5963863.000000 Penalty: 5335.381348
	Iteration 10Q: 3 clusters Score -5963863 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -5964336.500000 Penalty: 5335.381348
	Iteration 11Q: 3 clusters Score -5964336 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -5964576.500000 Penalty: 5335.381348
	Iteration 12Q: 3 clusters Score -5964576 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -5964764.500000 Penalty: 5335.381348
	Iteration 13Q: 3 clusters Score -5964764 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -5964890.000000 Penalty: 5335.381348
	Iteration 14Q: 3 clusters Score -5964890 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -5964953.500000 Penalty: 5335.381348
	Iteration 15Q: 3 clusters Score -5964954 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -5965021.000000 Penalty: 5335.381348
	Iteration 16Q: 3 clusters Score -5965021 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5965078.500000 Penalty: 5335.381348
	Iteration 17Q: 3 clusters Score -5965078 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -5965137.000000 Penalty: 5335.381348
	Iteration 18Q: 3 clusters Score -5965137 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -5965153.500000 Penalty: 5335.381348
	Iteration 19Q: 3 clusters Score -5965154 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -5965220.500000 Penalty: 5335.381348
	Iteration 20F: 3 clusters Score -5965220 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -5965257.000000 Penalty: 5335.381348
	Iteration 21Q: 3 clusters Score -5965257 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -5965301.000000 Penalty: 5335.381348
	Iteration 22Q: 3 clusters Score -5965301 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5965316.500000 Penalty: 5335.381348
	Iteration 23Q: 3 clusters Score -5965316 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5965314.000000 Penalty: 5335.381348
	Iteration 24Q: 3 clusters Score -5965314 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5965341.000000 Penalty: 5335.381348
	Iteration 25Q: 3 clusters Score -5965341 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -5965341.000000 Penalty: 5335.381348
	Iteration 26Q: 3 clusters Score -5965341 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -5965346.000000 Penalty: 5335.381348
	Iteration 27Q: 3 clusters Score -5965346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5965358.000000 Penalty: 5335.381348
	Iteration 28Q: 3 clusters Score -5965358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -5965376.500000 Penalty: 5335.381348
	Iteration 29Q: 3 clusters Score -5965376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5965397.500000 Penalty: 5335.381348
	Iteration 30Q: 3 clusters Score -5965398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5965399.000000 Penalty: 5335.381348
	Iteration 31Q: 3 clusters Score -5965399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5965403.000000 Penalty: 5335.381348
	Iteration 32Q: 3 clusters Score -5965403 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5965410.000000 Penalty: 5335.381348
	Iteration 33Q: 3 clusters Score -5965410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5965417.500000 Penalty: 5335.381348
	Iteration 34Q: 3 clusters Score -5965418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -5965423.000000 Penalty: 5335.381348
	Iteration 35Q: 3 clusters Score -5965423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5965428.500000 Penalty: 5335.381348
	Iteration 36Q: 3 clusters Score -5965428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5965433.000000 Penalty: 5335.381348
	Iteration 37Q: 3 clusters Score -5965433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -5965435.500000 Penalty: 5335.381348
	Iteration 38Q: 3 clusters Score -5965436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5965433.500000 Penalty: 5335.381348
	Iteration 39Q: 3 clusters Score -5965434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5965437.000000 Penalty: 5335.381348
	Iteration 40F: 3 clusters Score -5965437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5965431.000000 Penalty: 5335.381348
	Iteration 41Q: 3 clusters Score -5965431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5965431.000000 Penalty: 5335.381348
	Iteration 42Q: 3 clusters Score -5965431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5965431.000000 Penalty: 5335.381348
	Iteration 43F: 3 clusters Score -5965431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -126798.421875 Penalty: 1725.223267
	Iteration 0F: 2 clusters Score -126798.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -124820.132812 Penalty: 3450.446533
	Iteration 0F: 3 clusters Score -124820.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -125085.429688 Penalty: 3450.446533
	Iteration 1F: 3 clusters Score -125085.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -125173.554688 Penalty: 3450.446533
	Iteration 2F: 3 clusters Score -125173.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -125206.390625 Penalty: 3450.446533
	Iteration 3Q: 3 clusters Score -125206.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -125231.359375 Penalty: 3450.446533
	Iteration 4Q: 3 clusters Score -125231.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -125251.023438 Penalty: 3450.446533
	Iteration 5Q: 3 clusters Score -125251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -125260.437500 Penalty: 3450.446533
	Iteration 6Q: 3 clusters Score -125260.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -125264.789062 Penalty: 3450.446533
	Iteration 7Q: 3 clusters Score -125264.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -125269.460938 Penalty: 3450.446533
	Iteration 8Q: 3 clusters Score -125269.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -125272.312500 Penalty: 3450.446533
	Iteration 9Q: 3 clusters Score -125272.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -125273.929688 Penalty: 3450.446533
	Iteration 10Q: 3 clusters Score -125273.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -125277.875000 Penalty: 3450.446533
	Iteration 11Q: 3 clusters Score -125277.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -125278.281250 Penalty: 3450.446533
	Iteration 12Q: 3 clusters Score -125278.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -125278.281250 Penalty: 3450.446533
	Iteration 13F: 3 clusters Score -125278.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (58672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Entering Unmasked Estep 
Score: -7186787.000000 Penalty: 2722.970215
	Iteration 0F: 2 clusters Score -7186787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -7147277.500000 Penalty: 5445.940430
	Iteration 0F: 3 clusters Score -7147278 nChanged 27268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -7162613.500000 Penalty: 5445.940430
	Iteration 1F: 3 clusters Score -7162614 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -7163174.500000 Penalty: 5445.940430
	Iteration 2Q: 3 clusters Score -7163174 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -7163675.000000 Penalty: 5445.940430
	Iteration 3Q: 3 clusters Score -7163675 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -7164296.000000 Penalty: 5445.940430
	Iteration 4Q: 3 clusters Score -7164296 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -7165227.000000 Penalty: 5445.940430
	Iteration 5Q: 3 clusters Score -7165227 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -7166763.500000 Penalty: 5445.940430
	Iteration 6Q: 3 clusters Score -7166764 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -7169112.000000 Penalty: 5445.940430
	Iteration 7F: 3 clusters Score -7169112 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -7172503.000000 Penalty: 5445.940430
	Iteration 8F: 3 clusters Score -7172503 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -7176579.500000 Penalty: 5445.940430
	Iteration 9F: 3 clusters Score -7176580 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -7180093.000000 Penalty: 5445.940430
	Iteration 10F: 3 clusters Score -7180093 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56014 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -7182351.000000 Penalty: 5445.940430
	Iteration 11Q: 3 clusters Score -7182351 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7183448.500000 Penalty: 5445.940430
	Iteration 12Q: 3 clusters Score -7183448 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57736 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7183904.500000 Penalty: 5445.940430
	Iteration 13Q: 3 clusters Score -7183904 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57949 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7184128.000000 Penalty: 5445.940430
	Iteration 14Q: 3 clusters Score -7184128 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7184245.500000 Penalty: 5445.940430
	Iteration 15Q: 3 clusters Score -7184246 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7184307.500000 Penalty: 5445.940430
	Iteration 16Q: 3 clusters Score -7184308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7184350.000000 Penalty: 5445.940430
	Iteration 17Q: 3 clusters Score -7184350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58178 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7184358.000000 Penalty: 5445.940430
	Iteration 18Q: 3 clusters Score -7184358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7184362.000000 Penalty: 5445.940430
	Iteration 19Q: 3 clusters Score -7184362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7184380.000000 Penalty: 5445.940430
	Iteration 20F: 3 clusters Score -7184380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58200 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7184392.000000 Penalty: 5445.940430
	Iteration 21Q: 3 clusters Score -7184392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58211 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7184402.500000 Penalty: 5445.940430
	Iteration 22Q: 3 clusters Score -7184402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7184418.500000 Penalty: 5445.940430
	Iteration 23Q: 3 clusters Score -7184418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7184427.500000 Penalty: 5445.940430
	Iteration 24Q: 3 clusters Score -7184428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7184436.500000 Penalty: 5445.940430
	Iteration 25Q: 3 clusters Score -7184436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58238 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7184456.000000 Penalty: 5445.940430
	Iteration 26Q: 3 clusters Score -7184456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7184456.500000 Penalty: 5445.940430
	Iteration 27Q: 3 clusters Score -7184456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58245 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7184471.000000 Penalty: 5445.940430
	Iteration 28Q: 3 clusters Score -7184471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7184476.000000 Penalty: 5445.940430
	Iteration 29Q: 3 clusters Score -7184476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7184483.500000 Penalty: 5445.940430
	Iteration 30Q: 3 clusters Score -7184484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7184483.500000 Penalty: 5445.940430
	Iteration 31F: 3 clusters Score -7184484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (179787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179787 members 
Entering Unmasked Estep 
Score: -22661788.000000 Penalty: 3000.683105
	Iteration 0F: 2 clusters Score -2.266179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90034 members 
Mstep: Class 2 contains 89753 members 
Entering Unmasked Estep 
Score: -22542622.000000 Penalty: 6001.366211
	Iteration 0F: 3 clusters Score -2.254262e+07 nChanged 86156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91398 members 
Mstep: Class 2 contains 88389 members 
Entering Unmasked Estep 
Score: -22592924.000000 Penalty: 6001.366211
	Iteration 1F: 3 clusters Score -2.259292e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92579 members 
Mstep: Class 2 contains 87208 members 
Entering Unmasked Estep 
Score: -22594142.000000 Penalty: 6001.366211
	Iteration 2Q: 3 clusters Score -2.259414e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94359 members 
Mstep: Class 2 contains 85428 members 
Entering Unmasked Estep 
Score: -22595448.000000 Penalty: 6001.366211
	Iteration 3Q: 3 clusters Score -2.259545e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96965 members 
Mstep: Class 2 contains 82822 members 
Entering Unmasked Estep 
Score: -22597206.000000 Penalty: 6001.366211
	Iteration 4Q: 3 clusters Score -2.259721e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100943 members 
Mstep: Class 2 contains 78844 members 
Entering Unmasked Estep 
Score: -22599650.000000 Penalty: 6001.366211
	Iteration 5Q: 3 clusters Score -2.259965e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106594 members 
Mstep: Class 2 contains 73193 members 
Entering Unmasked Estep 
Score: -22603922.000000 Penalty: 6001.366211
	Iteration 6Q: 3 clusters Score -2.260392e+07 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113902 members 
Mstep: Class 2 contains 65885 members 
Entering Unmasked Estep 
Score: -22610680.000000 Penalty: 6001.366211
	Iteration 7F: 3 clusters Score -2.261068e+07 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121873 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -22619568.000000 Penalty: 6001.366211
	Iteration 8F: 3 clusters Score -2.261957e+07 nChanged 11326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128699 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -22628288.000000 Penalty: 6001.366211
	Iteration 9F: 3 clusters Score -2.262829e+07 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133715 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -22634460.000000 Penalty: 6001.366211
	Iteration 10F: 3 clusters Score -2.263446e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137607 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -22637550.000000 Penalty: 6001.366211
	Iteration 11Q: 3 clusters Score -2.263755e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141139 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -22639640.000000 Penalty: 6001.366211
	Iteration 12Q: 3 clusters Score -2.263964e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144609 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -22641574.000000 Penalty: 6001.366211
	Iteration 13Q: 3 clusters Score -2.264157e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148226 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -22643654.000000 Penalty: 6001.366211
	Iteration 14Q: 3 clusters Score -2.264365e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151842 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -22645774.000000 Penalty: 6001.366211
	Iteration 15Q: 3 clusters Score -2.264577e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155492 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -22647848.000000 Penalty: 6001.366211
	Iteration 16Q: 3 clusters Score -2.264785e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158982 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -22649812.000000 Penalty: 6001.366211
	Iteration 17Q: 3 clusters Score -2.264981e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162393 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -22651836.000000 Penalty: 6001.366211
	Iteration 18Q: 3 clusters Score -2.265184e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165427 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -22653700.000000 Penalty: 6001.366211
	Iteration 19Q: 3 clusters Score -2.26537e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168095 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -22655430.000000 Penalty: 6001.366211
	Iteration 20F: 3 clusters Score -2.265543e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170254 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -22656766.000000 Penalty: 6001.366211
	Iteration 21Q: 3 clusters Score -2.265677e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172004 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -22657698.000000 Penalty: 6001.366211
	Iteration 22Q: 3 clusters Score -2.26577e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173401 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -22658406.000000 Penalty: 6001.366211
	Iteration 23Q: 3 clusters Score -2.265841e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174442 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -22658936.000000 Penalty: 6001.366211
	Iteration 24Q: 3 clusters Score -2.265894e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175206 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -22659282.000000 Penalty: 6001.366211
	Iteration 25Q: 3 clusters Score -2.265928e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175795 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -22659612.000000 Penalty: 6001.366211
	Iteration 26Q: 3 clusters Score -2.265961e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176199 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -22659864.000000 Penalty: 6001.366211
	Iteration 27Q: 3 clusters Score -2.265986e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176472 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -22660120.000000 Penalty: 6001.366211
	Iteration 28Q: 3 clusters Score -2.266012e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176665 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -22660252.000000 Penalty: 6001.366211
	Iteration 29Q: 3 clusters Score -2.266025e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176798 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -22660454.000000 Penalty: 6001.366211
	Iteration 30Q: 3 clusters Score -2.266045e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176875 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -22660556.000000 Penalty: 6001.366211
	Iteration 31Q: 3 clusters Score -2.266056e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176923 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -22660690.000000 Penalty: 6001.366211
	Iteration 32Q: 3 clusters Score -2.266069e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176957 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -22660830.000000 Penalty: 6001.366211
	Iteration 33Q: 3 clusters Score -2.266083e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176985 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -22660902.000000 Penalty: 6001.366211
	Iteration 34Q: 3 clusters Score -2.26609e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177000 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -22660930.000000 Penalty: 6001.366211
	Iteration 35Q: 3 clusters Score -2.266093e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177011 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -22661044.000000 Penalty: 6001.366211
	Iteration 36Q: 3 clusters Score -2.266104e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177000 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -22661084.000000 Penalty: 6001.366211
	Iteration 37Q: 3 clusters Score -2.266108e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176980 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -22661096.000000 Penalty: 6001.366211
	Iteration 38Q: 3 clusters Score -2.26611e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176971 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -22661096.000000 Penalty: 6001.366211
	Iteration 39Q: 3 clusters Score -2.26611e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176955 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -22661158.000000 Penalty: 6001.366211
	Iteration 40F: 3 clusters Score -2.266116e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176886 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -22661200.000000 Penalty: 6001.366211
	Iteration 41Q: 3 clusters Score -2.26612e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176835 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -22661230.000000 Penalty: 6001.366211
	Iteration 42Q: 3 clusters Score -2.266123e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176798 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -22661242.000000 Penalty: 6001.366211
	Iteration 43Q: 3 clusters Score -2.266124e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176757 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -22661226.000000 Penalty: 6001.366211
	Iteration 44Q: 3 clusters Score -2.266123e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176725 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -22661244.000000 Penalty: 6001.366211
	Iteration 45Q: 3 clusters Score -2.266124e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176684 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -22661256.000000 Penalty: 6001.366211
	Iteration 46Q: 3 clusters Score -2.266126e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176639 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -22661272.000000 Penalty: 6001.366211
	Iteration 47Q: 3 clusters Score -2.266127e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176614 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -22661266.000000 Penalty: 6001.366211
	Iteration 48Q: 3 clusters Score -2.266127e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176594 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -22661290.000000 Penalty: 6001.366211
	Iteration 49Q: 3 clusters Score -2.266129e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176578 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -22661248.000000 Penalty: 6001.366211
	Iteration 50Q: 3 clusters Score -2.266125e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176564 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -22661274.000000 Penalty: 6001.366211
	Iteration 51Q: 3 clusters Score -2.266127e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176550 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -22661270.000000 Penalty: 6001.366211
	Iteration 52Q: 3 clusters Score -2.266127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176537 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -22661278.000000 Penalty: 6001.366211
	Iteration 53Q: 3 clusters Score -2.266128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176531 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -22661262.000000 Penalty: 6001.366211
	Iteration 54Q: 3 clusters Score -2.266126e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176522 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -22661288.000000 Penalty: 6001.366211
	Iteration 55Q: 3 clusters Score -2.266129e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176503 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -22661288.000000 Penalty: 6001.366211
	Iteration 56Q: 3 clusters Score -2.266129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176488 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -22661284.000000 Penalty: 6001.366211
	Iteration 57Q: 3 clusters Score -2.266128e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176475 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -22661300.000000 Penalty: 6001.366211
	Iteration 58Q: 3 clusters Score -2.26613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176461 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -22661304.000000 Penalty: 6001.366211
	Iteration 59Q: 3 clusters Score -2.26613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176447 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -22661296.000000 Penalty: 6001.366211
	Iteration 60F: 3 clusters Score -2.26613e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176438 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -22661312.000000 Penalty: 6001.366211
	Iteration 61Q: 3 clusters Score -2.266131e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176420 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -22661288.000000 Penalty: 6001.366211
	Iteration 62Q: 3 clusters Score -2.266129e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176399 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -22661300.000000 Penalty: 6001.366211
	Iteration 63Q: 3 clusters Score -2.26613e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176376 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -22661316.000000 Penalty: 6001.366211
	Iteration 64Q: 3 clusters Score -2.266132e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176356 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -22661300.000000 Penalty: 6001.366211
	Iteration 65Q: 3 clusters Score -2.26613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176340 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -22661308.000000 Penalty: 6001.366211
	Iteration 66Q: 3 clusters Score -2.266131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176327 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -22661316.000000 Penalty: 6001.366211
	Iteration 67Q: 3 clusters Score -2.266132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176322 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -22661320.000000 Penalty: 6001.366211
	Iteration 68Q: 3 clusters Score -2.266132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176318 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -22661320.000000 Penalty: 6001.366211
	Iteration 69Q: 3 clusters Score -2.266132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176316 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -22661318.000000 Penalty: 6001.366211
	Iteration 70Q: 3 clusters Score -2.266132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176316 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -22661318.000000 Penalty: 6001.366211
	Iteration 71F: 3 clusters Score -2.266132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Entering Unmasked Estep 
Score: -285173.468750 Penalty: 1927.119995
	Iteration 0F: 2 clusters Score -285173.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -282322.375000 Penalty: 3854.239990
	Iteration 0F: 3 clusters Score -282322.4 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -282901.093750 Penalty: 3854.239990
	Iteration 1F: 3 clusters Score -282901.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -283122.687500 Penalty: 3854.239990
	Iteration 2F: 3 clusters Score -283122.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -283306.687500 Penalty: 3854.239990
	Iteration 3F: 3 clusters Score -283306.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -283457.562500 Penalty: 3854.239990
	Iteration 4Q: 3 clusters Score -283457.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -283639.750000 Penalty: 3854.239990
	Iteration 5F: 3 clusters Score -283639.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -283839.656250 Penalty: 3854.239990
	Iteration 6F: 3 clusters Score -283839.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -284072.406250 Penalty: 3854.239990
	Iteration 7F: 3 clusters Score -284072.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -284313.843750 Penalty: 3854.239990
	Iteration 8F: 3 clusters Score -284313.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -284514.437500 Penalty: 3854.239990
	Iteration 9Q: 3 clusters Score -284514.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -284666.218750 Penalty: 3854.239990
	Iteration 10Q: 3 clusters Score -284666.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -284743.562500 Penalty: 3854.239990
	Iteration 11Q: 3 clusters Score -284743.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -284772.687500 Penalty: 3854.239990
	Iteration 12Q: 3 clusters Score -284772.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -284785.812500 Penalty: 3854.239990
	Iteration 13Q: 3 clusters Score -284785.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -284793.750000 Penalty: 3854.239990
	Iteration 14Q: 3 clusters Score -284793.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -284797.718750 Penalty: 3854.239990
	Iteration 15Q: 3 clusters Score -284797.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -284799.656250 Penalty: 3854.239990
	Iteration 16Q: 3 clusters Score -284799.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -284799.656250 Penalty: 3854.239990
	Iteration 17F: 3 clusters Score -284799.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Entering Unmasked Estep 
Score: -4429589.500000 Penalty: 2593.100342
	Iteration 0F: 2 clusters Score -4429590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -4405917.500000 Penalty: 5186.200684
	Iteration 0F: 3 clusters Score -4405918 nChanged 15674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4414542.000000 Penalty: 5186.200684
	Iteration 1F: 3 clusters Score -4414542 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -4415001.000000 Penalty: 5186.200684
	Iteration 2Q: 3 clusters Score -4415001 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -4415629.500000 Penalty: 5186.200684
	Iteration 3Q: 3 clusters Score -4415630 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -4416382.000000 Penalty: 5186.200684
	Iteration 4Q: 3 clusters Score -4416382 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -4417488.000000 Penalty: 5186.200684
	Iteration 5F: 3 clusters Score -4417488 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -4419144.500000 Penalty: 5186.200684
	Iteration 6F: 3 clusters Score -4419144 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -4421199.000000 Penalty: 5186.200684
	Iteration 7F: 3 clusters Score -4421199 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -4423297.500000 Penalty: 5186.200684
	Iteration 8F: 3 clusters Score -4423298 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -4425038.000000 Penalty: 5186.200684
	Iteration 9F: 3 clusters Score -4425038 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -4426099.500000 Penalty: 5186.200684
	Iteration 10Q: 3 clusters Score -4426100 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -4426692.000000 Penalty: 5186.200684
	Iteration 11Q: 3 clusters Score -4426692 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -4426986.000000 Penalty: 5186.200684
	Iteration 12Q: 3 clusters Score -4426986 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -4427138.500000 Penalty: 5186.200684
	Iteration 13Q: 3 clusters Score -4427138 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -4427194.000000 Penalty: 5186.200684
	Iteration 14Q: 3 clusters Score -4427194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -4427228.500000 Penalty: 5186.200684
	Iteration 15Q: 3 clusters Score -4427228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -4427253.500000 Penalty: 5186.200684
	Iteration 16Q: 3 clusters Score -4427254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -4427275.000000 Penalty: 5186.200684
	Iteration 17Q: 3 clusters Score -4427275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -4427283.500000 Penalty: 5186.200684
	Iteration 18Q: 3 clusters Score -4427284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -4427295.500000 Penalty: 5186.200684
	Iteration 19Q: 3 clusters Score -4427296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -4427293.500000 Penalty: 5186.200684
	Iteration 20F: 3 clusters Score -4427294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -4427306.500000 Penalty: 5186.200684
	Iteration 21Q: 3 clusters Score -4427306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -4427311.000000 Penalty: 5186.200684
	Iteration 22Q: 3 clusters Score -4427311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -4427317.500000 Penalty: 5186.200684
	Iteration 23Q: 3 clusters Score -4427318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -4427319.500000 Penalty: 5186.200684
	Iteration 24Q: 3 clusters Score -4427320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -4427318.500000 Penalty: 5186.200684
	Iteration 25Q: 3 clusters Score -4427318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -4427318.500000 Penalty: 5186.200684
	Iteration 26F: 3 clusters Score -4427318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -52417.074219 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -52417.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50871.679688 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -50871.68 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51124.796875 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -51124.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51265.277344 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -51265.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51381.164062 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -51381.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51594.824219 Penalty: 3097.106689
	Iteration 4F: 3 clusters Score -51594.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51742.523438 Penalty: 3097.106689
	Iteration 5F: 3 clusters Score -51742.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51818.324219 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -51818.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51908.882812 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -51908.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52038.480469 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -52038.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52141.289062 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -52141.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52162.789062 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -52162.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52192.667969 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -52192.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -52221.394531 Penalty: 3097.106689
	Iteration 12Q: 3 clusters Score -52221.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52332.335938 Penalty: 3097.106689
	Iteration 13Q: 3 clusters Score -52332.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52506.003906 Penalty: 3097.106689
	Iteration 14Q: 3 clusters Score -52506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52516.917969 Penalty: 3097.106689
	Iteration 15Q: 3 clusters Score -52516.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -52527.531250 Penalty: 3097.106689
	Iteration 16Q: 3 clusters Score -52527.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -52546.054688 Penalty: 3097.106689
	Iteration 17Q: 3 clusters Score -52546.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52549.152344 Penalty: 3097.106689
	Iteration 18Q: 3 clusters Score -52549.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52551.492188 Penalty: 3097.106689
	Iteration 19Q: 3 clusters Score -52551.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52554.078125 Penalty: 3097.106689
	Iteration 20F: 3 clusters Score -52554.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52556.507812 Penalty: 3097.106689
	Iteration 21Q: 3 clusters Score -52556.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52556.507812 Penalty: 3097.106689
	Iteration 22F: 3 clusters Score -52556.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 50221 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4597 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 107774 members 
Mstep: Class 9 contains 301291 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46949 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58672 members 
Mstep: Class 14 contains 179787 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34754 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 120478 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40130 members 
Mstep: Class 22 contains 238 members 
Entering Unmasked Estep 
Score: -119295920.000000 Penalty: 75182.937500
Splitting cluster 17 changes total score from -119297656.000000 to -119295920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (120478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120478 members 
Entering Unmasked Estep 
Score: -15217795.000000 Penalty: 2901.407227
	Iteration 0F: 2 clusters Score -1.52178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -15136982.000000 Penalty: 5802.814453
	Iteration 0F: 3 clusters Score -1.513698e+07 nChanged 57211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60397 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -15170475.000000 Penalty: 5802.814453
	Iteration 1F: 3 clusters Score -1.517048e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -15171204.000000 Penalty: 5802.814453
	Iteration 2Q: 3 clusters Score -1.51712e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 58870 members 
Entering Unmasked Estep 
Score: -15172012.000000 Penalty: 5802.814453
	Iteration 3Q: 3 clusters Score -1.517201e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62596 members 
Mstep: Class 2 contains 57882 members 
Entering Unmasked Estep 
Score: -15172874.000000 Penalty: 5802.814453
	Iteration 4Q: 3 clusters Score -1.517287e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64142 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -15174323.000000 Penalty: 5802.814453
	Iteration 5Q: 3 clusters Score -1.517432e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66592 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -15176481.000000 Penalty: 5802.814453
	Iteration 6Q: 3 clusters Score -1.517648e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70085 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -15179848.000000 Penalty: 5802.814453
	Iteration 7F: 3 clusters Score -1.517985e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74582 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -15184914.000000 Penalty: 5802.814453
	Iteration 8F: 3 clusters Score -1.518491e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79378 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -15191217.000000 Penalty: 5802.814453
	Iteration 9F: 3 clusters Score -1.519122e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83725 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -15197425.000000 Penalty: 5802.814453
	Iteration 10F: 3 clusters Score -1.519742e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86849 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -15201178.000000 Penalty: 5802.814453
	Iteration 11Q: 3 clusters Score -1.520118e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89255 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -15203091.000000 Penalty: 5802.814453
	Iteration 12Q: 3 clusters Score -1.520309e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91514 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -15204276.000000 Penalty: 5802.814453
	Iteration 13Q: 3 clusters Score -1.520428e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93693 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -15205231.000000 Penalty: 5802.814453
	Iteration 14Q: 3 clusters Score -1.520523e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95824 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -15206158.000000 Penalty: 5802.814453
	Iteration 15Q: 3 clusters Score -1.520616e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97784 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -15207033.000000 Penalty: 5802.814453
	Iteration 16Q: 3 clusters Score -1.520703e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99786 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -15207990.000000 Penalty: 5802.814453
	Iteration 17Q: 3 clusters Score -1.520799e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101692 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -15208797.000000 Penalty: 5802.814453
	Iteration 18Q: 3 clusters Score -1.52088e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -15209622.000000 Penalty: 5802.814453
	Iteration 19Q: 3 clusters Score -1.520962e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105091 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -15210322.000000 Penalty: 5802.814453
	Iteration 20F: 3 clusters Score -1.521032e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106645 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -15210990.000000 Penalty: 5802.814453
	Iteration 21Q: 3 clusters Score -1.521099e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108083 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -15211629.000000 Penalty: 5802.814453
	Iteration 22Q: 3 clusters Score -1.521163e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109430 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -15212165.000000 Penalty: 5802.814453
	Iteration 23Q: 3 clusters Score -1.521216e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110642 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -15212626.000000 Penalty: 5802.814453
	Iteration 24Q: 3 clusters Score -1.521263e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111693 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -15213051.000000 Penalty: 5802.814453
	Iteration 25Q: 3 clusters Score -1.521305e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112606 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -15213415.000000 Penalty: 5802.814453
	Iteration 26Q: 3 clusters Score -1.521342e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113411 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -15213719.000000 Penalty: 5802.814453
	Iteration 27Q: 3 clusters Score -1.521372e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114148 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -15214033.000000 Penalty: 5802.814453
	Iteration 28Q: 3 clusters Score -1.521403e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114772 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -15214291.000000 Penalty: 5802.814453
	Iteration 29Q: 3 clusters Score -1.521429e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115322 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -15214582.000000 Penalty: 5802.814453
	Iteration 30Q: 3 clusters Score -1.521458e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115791 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -15214692.000000 Penalty: 5802.814453
	Iteration 31Q: 3 clusters Score -1.521469e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116183 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -15214809.000000 Penalty: 5802.814453
	Iteration 32Q: 3 clusters Score -1.521481e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116493 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -15214894.000000 Penalty: 5802.814453
	Iteration 33Q: 3 clusters Score -1.521489e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116752 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -15214994.000000 Penalty: 5802.814453
	Iteration 34Q: 3 clusters Score -1.521499e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116988 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -15215066.000000 Penalty: 5802.814453
	Iteration 35Q: 3 clusters Score -1.521507e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117184 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -15215115.000000 Penalty: 5802.814453
	Iteration 36Q: 3 clusters Score -1.521512e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117346 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -15215151.000000 Penalty: 5802.814453
	Iteration 37Q: 3 clusters Score -1.521515e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117483 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -15215178.000000 Penalty: 5802.814453
	Iteration 38Q: 3 clusters Score -1.521518e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117623 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -15215213.000000 Penalty: 5802.814453
	Iteration 39Q: 3 clusters Score -1.521521e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117756 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -15215254.000000 Penalty: 5802.814453
	Iteration 40F: 3 clusters Score -1.521525e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117860 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -15215274.000000 Penalty: 5802.814453
	Iteration 41Q: 3 clusters Score -1.521527e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117958 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -15215284.000000 Penalty: 5802.814453
	Iteration 42Q: 3 clusters Score -1.521528e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118056 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -15215317.000000 Penalty: 5802.814453
	Iteration 43Q: 3 clusters Score -1.521532e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118138 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -15215363.000000 Penalty: 5802.814453
	Iteration 44Q: 3 clusters Score -1.521536e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118212 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -15215386.000000 Penalty: 5802.814453
	Iteration 45Q: 3 clusters Score -1.521539e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118277 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -15215401.000000 Penalty: 5802.814453
	Iteration 46Q: 3 clusters Score -1.52154e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118341 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -15215371.000000 Penalty: 5802.814453
	Iteration 47Q: 3 clusters Score -1.521537e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118384 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -15215387.000000 Penalty: 5802.814453
	Iteration 48Q: 3 clusters Score -1.521539e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118423 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -15215406.000000 Penalty: 5802.814453
	Iteration 49Q: 3 clusters Score -1.521541e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118448 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -15215396.000000 Penalty: 5802.814453
	Iteration 50Q: 3 clusters Score -1.52154e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118476 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -15215411.000000 Penalty: 5802.814453
	Iteration 51Q: 3 clusters Score -1.521541e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118508 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -15215422.000000 Penalty: 5802.814453
	Iteration 52Q: 3 clusters Score -1.521542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118529 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -15215411.000000 Penalty: 5802.814453
	Iteration 53Q: 3 clusters Score -1.521541e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118548 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -15215411.000000 Penalty: 5802.814453
	Iteration 54Q: 3 clusters Score -1.521541e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118574 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -15215432.000000 Penalty: 5802.814453
	Iteration 55Q: 3 clusters Score -1.521543e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118594 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -15215436.000000 Penalty: 5802.814453
	Iteration 56Q: 3 clusters Score -1.521544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118611 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -15215458.000000 Penalty: 5802.814453
	Iteration 57Q: 3 clusters Score -1.521546e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118628 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -15215468.000000 Penalty: 5802.814453
	Iteration 58Q: 3 clusters Score -1.521547e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118642 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -15215457.000000 Penalty: 5802.814453
	Iteration 59Q: 3 clusters Score -1.521546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118656 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -15215461.000000 Penalty: 5802.814453
	Iteration 60F: 3 clusters Score -1.521546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118666 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -15215444.000000 Penalty: 5802.814453
	Iteration 61Q: 3 clusters Score -1.521544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118674 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -15215450.000000 Penalty: 5802.814453
	Iteration 62Q: 3 clusters Score -1.521545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118679 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -15215448.000000 Penalty: 5802.814453
	Iteration 63Q: 3 clusters Score -1.521545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118683 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -15215454.000000 Penalty: 5802.814453
	Iteration 64Q: 3 clusters Score -1.521545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118688 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -15215454.000000 Penalty: 5802.814453
	Iteration 65Q: 3 clusters Score -1.521545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118694 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -15215457.000000 Penalty: 5802.814453
	Iteration 66Q: 3 clusters Score -1.521546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118698 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -15215448.000000 Penalty: 5802.814453
	Iteration 67Q: 3 clusters Score -1.521545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118703 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -15215453.000000 Penalty: 5802.814453
	Iteration 68Q: 3 clusters Score -1.521545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118708 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -15215451.000000 Penalty: 5802.814453
	Iteration 69Q: 3 clusters Score -1.521545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118715 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -15215441.000000 Penalty: 5802.814453
	Iteration 70Q: 3 clusters Score -1.521544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118721 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -15215435.000000 Penalty: 5802.814453
	Iteration 71Q: 3 clusters Score -1.521544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118727 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -15215438.000000 Penalty: 5802.814453
	Iteration 72Q: 3 clusters Score -1.521544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118734 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -15215440.000000 Penalty: 5802.814453
	Iteration 73Q: 3 clusters Score -1.521544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118742 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -15215445.000000 Penalty: 5802.814453
	Iteration 74Q: 3 clusters Score -1.521544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118749 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -15215434.000000 Penalty: 5802.814453
	Iteration 75Q: 3 clusters Score -1.521543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118752 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -15215428.000000 Penalty: 5802.814453
	Iteration 76Q: 3 clusters Score -1.521543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118756 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -15215440.000000 Penalty: 5802.814453
	Iteration 77Q: 3 clusters Score -1.521544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118757 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -15215438.000000 Penalty: 5802.814453
	Iteration 78Q: 3 clusters Score -1.521544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118758 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -15215428.000000 Penalty: 5802.814453
	Iteration 79Q: 3 clusters Score -1.521543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118759 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -15215432.000000 Penalty: 5802.814453
	Iteration 80F: 3 clusters Score -1.521543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118760 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -15215422.000000 Penalty: 5802.814453
	Iteration 81Q: 3 clusters Score -1.521542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118762 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -15215428.000000 Penalty: 5802.814453
	Iteration 82Q: 3 clusters Score -1.521543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118762 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -15215428.000000 Penalty: 5802.814453
	Iteration 83F: 3 clusters Score -1.521543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -55095.140625 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -55095.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53690.988281 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -53690.99 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -54183.031250 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -54183.03 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -54404.914062 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -54404.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -54523.566406 Penalty: 3110.410156
	Iteration 3F: 3 clusters Score -54523.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -54662.968750 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -54662.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -54829.097656 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -54829.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -54910.714844 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -54910.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -54967.867188 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -54967.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -54995.183594 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -54995.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -55014.675781 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -55014.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -55033.734375 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -55033.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -55037.605469 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -55037.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -55044.218750 Penalty: 3110.410156
	Iteration 12Q: 3 clusters Score -55044.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -55066.339844 Penalty: 3110.410156
	Iteration 13Q: 3 clusters Score -55066.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -55083.863281 Penalty: 3110.410156
	Iteration 14Q: 3 clusters Score -55083.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -55092.417969 Penalty: 3110.410156
	Iteration 15Q: 3 clusters Score -55092.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -55092.417969 Penalty: 3110.410156
	Iteration 16F: 3 clusters Score -55092.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -13928.078125 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -13928.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12967.121094 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -12967.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13032.628906 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -13032.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13051.797852 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -13051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13056.124023 Penalty: 2514.176514
	Iteration 3Q: 3 clusters Score -13056.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13056.124023 Penalty: 2514.176514
	Iteration 4F: 3 clusters Score -13056.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Entering Unmasked Estep 
Score: -5110668.500000 Penalty: 2628.770020
	Iteration 0F: 2 clusters Score -5110668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -5083561.000000 Penalty: 5257.540039
	Iteration 0F: 3 clusters Score -5083561 nChanged 18403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -5093422.000000 Penalty: 5257.540039
	Iteration 1F: 3 clusters Score -5093422 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -5093986.500000 Penalty: 5257.540039
	Iteration 2Q: 3 clusters Score -5093986 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -5094545.000000 Penalty: 5257.540039
	Iteration 3Q: 3 clusters Score -5094545 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -5095325.000000 Penalty: 5257.540039
	Iteration 4Q: 3 clusters Score -5095325 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -5096410.500000 Penalty: 5257.540039
	Iteration 5F: 3 clusters Score -5096410 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -5097949.500000 Penalty: 5257.540039
	Iteration 6F: 3 clusters Score -5097950 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -5100015.000000 Penalty: 5257.540039
	Iteration 7F: 3 clusters Score -5100015 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -5102522.000000 Penalty: 5257.540039
	Iteration 8F: 3 clusters Score -5102522 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -5104852.500000 Penalty: 5257.540039
	Iteration 9F: 3 clusters Score -5104852 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -5106291.000000 Penalty: 5257.540039
	Iteration 10Q: 3 clusters Score -5106291 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -5106954.000000 Penalty: 5257.540039
	Iteration 11Q: 3 clusters Score -5106954 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -5107287.000000 Penalty: 5257.540039
	Iteration 12Q: 3 clusters Score -5107287 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -5107459.000000 Penalty: 5257.540039
	Iteration 13Q: 3 clusters Score -5107459 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -5107618.000000 Penalty: 5257.540039
	Iteration 14Q: 3 clusters Score -5107618 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -5107753.500000 Penalty: 5257.540039
	Iteration 15Q: 3 clusters Score -5107754 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -5107859.500000 Penalty: 5257.540039
	Iteration 16Q: 3 clusters Score -5107860 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -5107951.500000 Penalty: 5257.540039
	Iteration 17Q: 3 clusters Score -5107952 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -5108021.500000 Penalty: 5257.540039
	Iteration 18Q: 3 clusters Score -5108022 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -5108075.000000 Penalty: 5257.540039
	Iteration 19Q: 3 clusters Score -5108075 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -5108145.500000 Penalty: 5257.540039
	Iteration 20F: 3 clusters Score -5108146 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -5108205.000000 Penalty: 5257.540039
	Iteration 21Q: 3 clusters Score -5108205 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -5108281.000000 Penalty: 5257.540039
	Iteration 22Q: 3 clusters Score -5108281 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -5108324.000000 Penalty: 5257.540039
	Iteration 23Q: 3 clusters Score -5108324 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -5108390.000000 Penalty: 5257.540039
	Iteration 24Q: 3 clusters Score -5108390 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -5108428.500000 Penalty: 5257.540039
	Iteration 25Q: 3 clusters Score -5108428 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -5108461.000000 Penalty: 5257.540039
	Iteration 26Q: 3 clusters Score -5108461 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -5108508.000000 Penalty: 5257.540039
	Iteration 27Q: 3 clusters Score -5108508 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -5108544.500000 Penalty: 5257.540039
	Iteration 28Q: 3 clusters Score -5108544 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -5108587.500000 Penalty: 5257.540039
	Iteration 29Q: 3 clusters Score -5108588 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -5108628.000000 Penalty: 5257.540039
	Iteration 30Q: 3 clusters Score -5108628 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -5108646.000000 Penalty: 5257.540039
	Iteration 31Q: 3 clusters Score -5108646 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -5108683.500000 Penalty: 5257.540039
	Iteration 32Q: 3 clusters Score -5108684 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -5108698.500000 Penalty: 5257.540039
	Iteration 33Q: 3 clusters Score -5108698 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -5108716.000000 Penalty: 5257.540039
	Iteration 34Q: 3 clusters Score -5108716 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -5108726.000000 Penalty: 5257.540039
	Iteration 35Q: 3 clusters Score -5108726 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -5108742.000000 Penalty: 5257.540039
	Iteration 36Q: 3 clusters Score -5108742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -5108759.000000 Penalty: 5257.540039
	Iteration 37Q: 3 clusters Score -5108759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -5108775.500000 Penalty: 5257.540039
	Iteration 38Q: 3 clusters Score -5108776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -5108790.000000 Penalty: 5257.540039
	Iteration 39Q: 3 clusters Score -5108790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -5108792.000000 Penalty: 5257.540039
	Iteration 40F: 3 clusters Score -5108792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -5108796.500000 Penalty: 5257.540039
	Iteration 41Q: 3 clusters Score -5108796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -5108806.000000 Penalty: 5257.540039
	Iteration 42Q: 3 clusters Score -5108806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -5108821.500000 Penalty: 5257.540039
	Iteration 43Q: 3 clusters Score -5108822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -5108823.500000 Penalty: 5257.540039
	Iteration 44Q: 3 clusters Score -5108824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -5108830.000000 Penalty: 5257.540039
	Iteration 45Q: 3 clusters Score -5108830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -5108843.000000 Penalty: 5257.540039
	Iteration 46Q: 3 clusters Score -5108843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -5108852.500000 Penalty: 5257.540039
	Iteration 47Q: 3 clusters Score -5108852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -5108856.000000 Penalty: 5257.540039
	Iteration 48Q: 3 clusters Score -5108856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -5108851.500000 Penalty: 5257.540039
	Iteration 49Q: 3 clusters Score -5108852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -5108851.500000 Penalty: 5257.540039
	Iteration 50F: 3 clusters Score -5108852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 50221 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4597 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 107774 members 
Mstep: Class 9 contains 301291 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46949 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58672 members 
Mstep: Class 14 contains 179787 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34754 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120478 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297656.000000 Penalty: 71765.531250
Iteration 239Q: 22 clusters Score -1.192977e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 50247 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4601 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 107717 members 
Mstep: Class 9 contains 301251 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46942 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58690 members 
Mstep: Class 14 contains 179816 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34758 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120501 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297688.000000 Penalty: 71765.531250
Iteration 240F: 22 clusters Score -1.192977e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 50265 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4604 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 107643 members 
Mstep: Class 9 contains 301225 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46942 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58712 members 
Mstep: Class 14 contains 179847 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34763 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120518 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297824.000000 Penalty: 71765.531250
Iteration 241Q: 22 clusters Score -1.192978e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 50280 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4607 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 107578 members 
Mstep: Class 9 contains 301217 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46941 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58737 members 
Mstep: Class 14 contains 179880 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34761 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120528 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297912.000000 Penalty: 71765.531250
Iteration 242Q: 22 clusters Score -1.192979e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 50289 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4611 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 107536 members 
Mstep: Class 9 contains 301197 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46934 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58753 members 
Mstep: Class 14 contains 179911 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34760 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120550 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297824.000000 Penalty: 71765.531250
Iteration 243Q: 22 clusters Score -1.192978e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 50305 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4615 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 107481 members 
Mstep: Class 9 contains 301186 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46931 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58763 members 
Mstep: Class 14 contains 179945 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34764 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120555 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297768.000000 Penalty: 71765.531250
Iteration 244Q: 22 clusters Score -1.192978e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 50316 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4618 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 107441 members 
Mstep: Class 9 contains 301188 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46926 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58767 members 
Mstep: Class 14 contains 179973 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34759 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120566 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297712.000000 Penalty: 71765.531250
Iteration 245Q: 22 clusters Score -1.192977e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 50316 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4620 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 107400 members 
Mstep: Class 9 contains 301199 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46924 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58775 members 
Mstep: Class 14 contains 180001 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34752 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120577 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297672.000000 Penalty: 71765.531250
Iteration 246Q: 22 clusters Score -1.192977e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 50310 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4621 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 107368 members 
Mstep: Class 9 contains 301194 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46927 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58786 members 
Mstep: Class 14 contains 180029 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34749 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120586 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297576.000000 Penalty: 71765.531250
Iteration 247Q: 22 clusters Score -1.192976e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 50304 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4625 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107322 members 
Mstep: Class 9 contains 301215 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46926 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58798 members 
Mstep: Class 14 contains 180053 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34749 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120575 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297576.000000 Penalty: 71765.531250
Iteration 248Q: 22 clusters Score -1.192976e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 50303 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4627 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107302 members 
Mstep: Class 9 contains 301236 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46926 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58811 members 
Mstep: Class 14 contains 180048 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34740 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120573 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297528.000000 Penalty: 71765.531250
Iteration 249Q: 22 clusters Score -1.192975e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 50304 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4629 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107274 members 
Mstep: Class 9 contains 301239 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46916 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58829 members 
Mstep: Class 14 contains 180067 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34733 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120572 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297536.000000 Penalty: 71765.531250
Iteration 250Q: 22 clusters Score -1.192975e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 50305 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4629 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107245 members 
Mstep: Class 9 contains 301219 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46915 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58849 members 
Mstep: Class 14 contains 180069 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34728 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120597 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297456.000000 Penalty: 71765.531250
Iteration 251Q: 22 clusters Score -1.192975e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 50309 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4630 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107220 members 
Mstep: Class 9 contains 301179 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46916 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58861 members 
Mstep: Class 14 contains 180098 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34726 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120615 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297504.000000 Penalty: 71765.531250
Iteration 252Q: 22 clusters Score -1.192975e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 50314 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4630 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107198 members 
Mstep: Class 9 contains 301161 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46911 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58870 members 
Mstep: Class 14 contains 180131 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34717 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120621 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297424.000000 Penalty: 71765.531250
Iteration 253Q: 22 clusters Score -1.192974e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 50318 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4631 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107161 members 
Mstep: Class 9 contains 301126 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46914 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58883 members 
Mstep: Class 14 contains 180190 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34711 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120624 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297472.000000 Penalty: 71765.531250
Iteration 254Q: 22 clusters Score -1.192975e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 50324 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4631 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107129 members 
Mstep: Class 9 contains 301080 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46910 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58892 members 
Mstep: Class 14 contains 180266 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34699 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120628 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297496.000000 Penalty: 71765.531250
Iteration 255Q: 22 clusters Score -1.192975e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 50329 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4632 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107096 members 
Mstep: Class 9 contains 301022 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46918 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58894 members 
Mstep: Class 14 contains 180341 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34699 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120634 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297464.000000 Penalty: 71765.531250
Iteration 256Q: 22 clusters Score -1.192975e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 50338 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4633 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107070 members 
Mstep: Class 9 contains 300974 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46923 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58905 members 
Mstep: Class 14 contains 180401 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34692 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120638 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297264.000000 Penalty: 71765.531250
Iteration 257Q: 22 clusters Score -1.192973e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 50345 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4632 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107056 members 
Mstep: Class 9 contains 300927 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46920 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58922 members 
Mstep: Class 14 contains 180448 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34692 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120634 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297272.000000 Penalty: 71765.531250
Iteration 258Q: 22 clusters Score -1.192973e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 50357 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4633 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107032 members 
Mstep: Class 9 contains 300892 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46908 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58942 members 
Mstep: Class 14 contains 180488 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34693 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120632 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40078 members 
Entering Unmasked Estep 
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Score: -119297176.000000 Penalty: 71765.531250
Iteration 259Q: 22 clusters Score -1.192972e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 50375 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4634 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107000 members 
Mstep: Class 9 contains 300882 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46906 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58963 members 
Mstep: Class 14 contains 180515 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34692 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120618 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297432.000000 Penalty: 71765.531250
Iteration 260F: 22 clusters Score -1.192974e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 50382 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4634 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 106970 members 
Mstep: Class 9 contains 300861 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46907 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 58986 members 
Mstep: Class 14 contains 180535 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34697 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120617 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297360.000000 Penalty: 71765.531250
Iteration 261Q: 22 clusters Score -1.192974e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 50398 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4634 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 106960 members 
Mstep: Class 9 contains 300846 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46907 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59011 members 
Mstep: Class 14 contains 180533 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34697 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120613 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297312.000000 Penalty: 71765.531250
Iteration 262Q: 22 clusters Score -1.192973e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 50410 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4635 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 106944 members 
Mstep: Class 9 contains 300823 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46913 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59033 members 
Mstep: Class 14 contains 180529 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34692 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120616 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40057 members 
Entering Unmasked Estep 
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Iteration 263Q: 22 clusters Score -1.192973e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 50420 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4635 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 106934 members 
Mstep: Class 9 contains 300748 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46920 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59058 members 
Mstep: Class 14 contains 180563 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34687 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120623 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297328.000000 Penalty: 71765.531250
Iteration 264Q: 22 clusters Score -1.192973e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 50422 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4635 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 106922 members 
Mstep: Class 9 contains 300697 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46920 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59081 members 
Mstep: Class 14 contains 180581 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34680 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120647 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297264.000000 Penalty: 71765.531250
Iteration 265Q: 22 clusters Score -1.192973e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 50424 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4635 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 106893 members 
Mstep: Class 9 contains 300642 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46923 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59113 members 
Mstep: Class 14 contains 180617 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34667 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120671 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297360.000000 Penalty: 71765.531250
Iteration 266Q: 22 clusters Score -1.192974e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 50426 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4636 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 106869 members 
Mstep: Class 9 contains 300568 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46928 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59151 members 
Mstep: Class 14 contains 180668 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34644 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120687 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297160.000000 Penalty: 71765.531250
Iteration 267Q: 22 clusters Score -1.192972e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 50422 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4638 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 106878 members 
Mstep: Class 9 contains 300474 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46930 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59178 members 
Mstep: Class 14 contains 180710 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34630 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120701 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297064.000000 Penalty: 71765.531250
Iteration 268Q: 22 clusters Score -1.192971e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 50423 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4638 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 106875 members 
Mstep: Class 9 contains 300351 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46928 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59217 members 
Mstep: Class 14 contains 180794 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34621 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120702 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297024.000000 Penalty: 71765.531250
Iteration 269Q: 22 clusters Score -1.19297e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 50432 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4638 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 106880 members 
Mstep: Class 9 contains 300208 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46933 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59247 members 
Mstep: Class 14 contains 180868 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34622 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120712 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296936.000000 Penalty: 71765.531250
Iteration 270Q: 22 clusters Score -1.192969e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 50444 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4638 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 106879 members 
Mstep: Class 9 contains 300057 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46938 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59275 members 
Mstep: Class 14 contains 180963 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34618 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120722 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296776.000000 Penalty: 71765.531250
Iteration 271Q: 22 clusters Score -1.192968e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 50446 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4640 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 106888 members 
Mstep: Class 9 contains 299899 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46941 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59303 members 
Mstep: Class 14 contains 181053 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34627 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120745 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296640.000000 Penalty: 71765.531250
Iteration 272Q: 22 clusters Score -1.192966e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 50451 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4641 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 106899 members 
Mstep: Class 9 contains 299749 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46951 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59326 members 
Mstep: Class 14 contains 181128 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34634 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120768 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296696.000000 Penalty: 71765.531250
Iteration 273Q: 22 clusters Score -1.192967e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 50473 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4643 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 106900 members 
Mstep: Class 9 contains 299611 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46956 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59353 members 
Mstep: Class 14 contains 181220 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34629 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120778 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296640.000000 Penalty: 71765.531250
Iteration 274Q: 22 clusters Score -1.192966e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 50503 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4647 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 106909 members 
Mstep: Class 9 contains 299489 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46956 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59388 members 
Mstep: Class 14 contains 181274 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34622 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120780 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296752.000000 Penalty: 71765.531250
Iteration 275Q: 22 clusters Score -1.192968e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 50523 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4655 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 106932 members 
Mstep: Class 9 contains 299369 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46964 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59408 members 
Mstep: Class 14 contains 181309 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34614 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120802 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296856.000000 Penalty: 71765.531250
Iteration 276Q: 22 clusters Score -1.192969e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 50550 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4663 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 106968 members 
Mstep: Class 9 contains 299226 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46957 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59426 members 
Mstep: Class 14 contains 181344 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34619 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120830 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296840.000000 Penalty: 71765.531250
Iteration 277Q: 22 clusters Score -1.192968e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 50557 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4672 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 106969 members 
Mstep: Class 9 contains 299108 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46951 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59456 members 
Mstep: Class 14 contains 181388 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34630 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120855 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296904.000000 Penalty: 71765.531250
Iteration 278Q: 22 clusters Score -1.192969e+08 nChanged 804
Entering ConstructFrom: 
Score: -119296904.000000 Penalty: 71765.531250
Entering ConstructFrom: 
Trying to split cluster 1 (11645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Entering Unmasked Estep 
Score: -1383153.500000 Penalty: 2321.932617
	Iteration 0F: 2 clusters Score -1383154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1374397.375000 Penalty: 4643.865234
	Iteration 0F: 3 clusters Score -1374397 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1377123.625000 Penalty: 4643.865234
	Iteration 1F: 3 clusters Score -1377124 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1377538.250000 Penalty: 4643.865234
	Iteration 2F: 3 clusters Score -1377538 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1377986.000000 Penalty: 4643.865234
	Iteration 3F: 3 clusters Score -1377986 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1378517.375000 Penalty: 4643.865234
	Iteration 4F: 3 clusters Score -1378517 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1379159.500000 Penalty: 4643.865234
	Iteration 5F: 3 clusters Score -1379160 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1379868.875000 Penalty: 4643.865234
	Iteration 6F: 3 clusters Score -1379869 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1380428.625000 Penalty: 4643.865234
	Iteration 7F: 3 clusters Score -1380429 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1380838.000000 Penalty: 4643.865234
	Iteration 8F: 3 clusters Score -1380838 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1381151.875000 Penalty: 4643.865234
	Iteration 9Q: 3 clusters Score -1381152 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1381402.250000 Penalty: 4643.865234
	Iteration 10Q: 3 clusters Score -1381402 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1381608.125000 Penalty: 4643.865234
	Iteration 11Q: 3 clusters Score -1381608 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1381788.125000 Penalty: 4643.865234
	Iteration 12Q: 3 clusters Score -1381788 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1381954.125000 Penalty: 4643.865234
	Iteration 13Q: 3 clusters Score -1381954 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1382091.875000 Penalty: 4643.865234
	Iteration 14Q: 3 clusters Score -1382092 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1382241.375000 Penalty: 4643.865234
	Iteration 15Q: 3 clusters Score -1382241 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1382371.250000 Penalty: 4643.865234
	Iteration 16Q: 3 clusters Score -1382371 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1382471.750000 Penalty: 4643.865234
	Iteration 17Q: 3 clusters Score -1382472 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1382565.625000 Penalty: 4643.865234
	Iteration 18Q: 3 clusters Score -1382566 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1382630.750000 Penalty: 4643.865234
	Iteration 19Q: 3 clusters Score -1382631 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1382684.125000 Penalty: 4643.865234
	Iteration 20F: 3 clusters Score -1382684 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1382728.875000 Penalty: 4643.865234
	Iteration 21Q: 3 clusters Score -1382729 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1382761.625000 Penalty: 4643.865234
	Iteration 22Q: 3 clusters Score -1382762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1382787.000000 Penalty: 4643.865234
	Iteration 23Q: 3 clusters Score -1382787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1382806.750000 Penalty: 4643.865234
	Iteration 24Q: 3 clusters Score -1382807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1382825.375000 Penalty: 4643.865234
	Iteration 25Q: 3 clusters Score -1382825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1382839.625000 Penalty: 4643.865234
	Iteration 26Q: 3 clusters Score -1382840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1382853.500000 Penalty: 4643.865234
	Iteration 27Q: 3 clusters Score -1382854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1382874.875000 Penalty: 4643.865234
	Iteration 28Q: 3 clusters Score -1382875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1382882.375000 Penalty: 4643.865234
	Iteration 29Q: 3 clusters Score -1382882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1382886.375000 Penalty: 4643.865234
	Iteration 30Q: 3 clusters Score -1382886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1382893.250000 Penalty: 4643.865234
	Iteration 31Q: 3 clusters Score -1382893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1382900.375000 Penalty: 4643.865234
	Iteration 32Q: 3 clusters Score -1382900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1382908.625000 Penalty: 4643.865234
	Iteration 33Q: 3 clusters Score -1382909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1382915.875000 Penalty: 4643.865234
	Iteration 34Q: 3 clusters Score -1382916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1382916.875000 Penalty: 4643.865234
	Iteration 35Q: 3 clusters Score -1382917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1382921.000000 Penalty: 4643.865234
	Iteration 36Q: 3 clusters Score -1382921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1382925.250000 Penalty: 4643.865234
	Iteration 37Q: 3 clusters Score -1382925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1382928.250000 Penalty: 4643.865234
	Iteration 38Q: 3 clusters Score -1382928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1382929.875000 Penalty: 4643.865234
	Iteration 39Q: 3 clusters Score -1382930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1382929.875000 Penalty: 4643.865234
	Iteration 40F: 3 clusters Score -1382930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Entering Unmasked Estep 
Score: -6444604.000000 Penalty: 2686.086914
	Iteration 0F: 2 clusters Score -6444604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -6410518.500000 Penalty: 5372.173828
	Iteration 0F: 3 clusters Score -6410518 nChanged 23535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -6423657.000000 Penalty: 5372.173828
	Iteration 1F: 3 clusters Score -6423657 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -6424538.000000 Penalty: 5372.173828
	Iteration 2Q: 3 clusters Score -6424538 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -6425472.000000 Penalty: 5372.173828
	Iteration 3Q: 3 clusters Score -6425472 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -6426621.500000 Penalty: 5372.173828
	Iteration 4Q: 3 clusters Score -6426622 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -6427884.000000 Penalty: 5372.173828
	Iteration 5Q: 3 clusters Score -6427884 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -6429261.500000 Penalty: 5372.173828
	Iteration 6Q: 3 clusters Score -6429262 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -6430775.000000 Penalty: 5372.173828
	Iteration 7F: 3 clusters Score -6430775 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -6432381.000000 Penalty: 5372.173828
	Iteration 8F: 3 clusters Score -6432381 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -6433929.000000 Penalty: 5372.173828
	Iteration 9Q: 3 clusters Score -6433929 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -6435234.000000 Penalty: 5372.173828
	Iteration 10Q: 3 clusters Score -6435234 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -6436329.500000 Penalty: 5372.173828
	Iteration 11Q: 3 clusters Score -6436330 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -6437101.000000 Penalty: 5372.173828
	Iteration 12Q: 3 clusters Score -6437101 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -6437734.500000 Penalty: 5372.173828
	Iteration 13Q: 3 clusters Score -6437734 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -6438236.000000 Penalty: 5372.173828
	Iteration 14Q: 3 clusters Score -6438236 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -6438658.500000 Penalty: 5372.173828
	Iteration 15Q: 3 clusters Score -6438658 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -6439030.500000 Penalty: 5372.173828
	Iteration 16Q: 3 clusters Score -6439030 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -6439336.000000 Penalty: 5372.173828
	Iteration 17Q: 3 clusters Score -6439336 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -6439686.500000 Penalty: 5372.173828
	Iteration 18Q: 3 clusters Score -6439686 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -6440015.500000 Penalty: 5372.173828
	Iteration 19Q: 3 clusters Score -6440016 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -6440272.000000 Penalty: 5372.173828
	Iteration 20F: 3 clusters Score -6440272 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -6440580.500000 Penalty: 5372.173828
	Iteration 21Q: 3 clusters Score -6440580 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -6440902.500000 Penalty: 5372.173828
	Iteration 22Q: 3 clusters Score -6440902 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -6441202.500000 Penalty: 5372.173828
	Iteration 23Q: 3 clusters Score -6441202 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -6441435.000000 Penalty: 5372.173828
	Iteration 24Q: 3 clusters Score -6441435 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -6441649.500000 Penalty: 5372.173828
	Iteration 25Q: 3 clusters Score -6441650 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -6441798.500000 Penalty: 5372.173828
	Iteration 26Q: 3 clusters Score -6441798 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -6441904.500000 Penalty: 5372.173828
	Iteration 27Q: 3 clusters Score -6441904 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -6441972.000000 Penalty: 5372.173828
	Iteration 28Q: 3 clusters Score -6441972 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -6442030.000000 Penalty: 5372.173828
	Iteration 29Q: 3 clusters Score -6442030 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -6442071.000000 Penalty: 5372.173828
	Iteration 30Q: 3 clusters Score -6442071 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -6442097.500000 Penalty: 5372.173828
	Iteration 31Q: 3 clusters Score -6442098 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -6442143.000000 Penalty: 5372.173828
	Iteration 32Q: 3 clusters Score -6442143 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -6442170.500000 Penalty: 5372.173828
	Iteration 33Q: 3 clusters Score -6442170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -6442188.000000 Penalty: 5372.173828
	Iteration 34Q: 3 clusters Score -6442188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -6442209.500000 Penalty: 5372.173828
	Iteration 35Q: 3 clusters Score -6442210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -6442224.500000 Penalty: 5372.173828
	Iteration 36Q: 3 clusters Score -6442224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -6442251.000000 Penalty: 5372.173828
	Iteration 37Q: 3 clusters Score -6442251 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -6442259.500000 Penalty: 5372.173828
	Iteration 38Q: 3 clusters Score -6442260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -6442270.500000 Penalty: 5372.173828
	Iteration 39Q: 3 clusters Score -6442270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -6442277.500000 Penalty: 5372.173828
	Iteration 40F: 3 clusters Score -6442278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -6442281.000000 Penalty: 5372.173828
	Iteration 41Q: 3 clusters Score -6442281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -6442282.000000 Penalty: 5372.173828
	Iteration 42Q: 3 clusters Score -6442282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -6442291.000000 Penalty: 5372.173828
	Iteration 43Q: 3 clusters Score -6442291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -6442304.500000 Penalty: 5372.173828
	Iteration 44Q: 3 clusters Score -6442304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -6442298.000000 Penalty: 5372.173828
	Iteration 45Q: 3 clusters Score -6442298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -6442301.500000 Penalty: 5372.173828
	Iteration 46Q: 3 clusters Score -6442302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -6442302.000000 Penalty: 5372.173828
	Iteration 47Q: 3 clusters Score -6442302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -6442312.500000 Penalty: 5372.173828
	Iteration 48Q: 3 clusters Score -6442312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -6442308.500000 Penalty: 5372.173828
	Iteration 49Q: 3 clusters Score -6442308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -6442316.500000 Penalty: 5372.173828
	Iteration 50Q: 3 clusters Score -6442316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -6442313.000000 Penalty: 5372.173828
	Iteration 51Q: 3 clusters Score -6442313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -6442313.000000 Penalty: 5372.173828
	Iteration 52Q: 3 clusters Score -6442313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -6442318.500000 Penalty: 5372.173828
	Iteration 53Q: 3 clusters Score -6442318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -6442320.500000 Penalty: 5372.173828
	Iteration 54Q: 3 clusters Score -6442320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -6442329.000000 Penalty: 5372.173828
	Iteration 55Q: 3 clusters Score -6442329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -6442326.500000 Penalty: 5372.173828
	Iteration 56Q: 3 clusters Score -6442326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -6442331.000000 Penalty: 5372.173828
	Iteration 57Q: 3 clusters Score -6442331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -6442335.000000 Penalty: 5372.173828
	Iteration 58Q: 3 clusters Score -6442335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -6442337.500000 Penalty: 5372.173828
	Iteration 59Q: 3 clusters Score -6442338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -6442344.000000 Penalty: 5372.173828
	Iteration 60F: 3 clusters Score -6442344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -6442341.000000 Penalty: 5372.173828
	Iteration 61Q: 3 clusters Score -6442341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -6442340.500000 Penalty: 5372.173828
	Iteration 62Q: 3 clusters Score -6442340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -6442342.000000 Penalty: 5372.173828
	Iteration 63Q: 3 clusters Score -6442342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
Score: -6442342.000000 Penalty: 5372.173828
	Iteration 64Q: 3 clusters Score -6442342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -6442342.500000 Penalty: 5372.173828
	Iteration 65Q: 3 clusters Score -6442342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -6442342.000000 Penalty: 5372.173828
	Iteration 66Q: 3 clusters Score -6442342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -6442340.500000 Penalty: 5372.173828
	Iteration 67Q: 3 clusters Score -6442340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -6442340.500000 Penalty: 5372.173828
	Iteration 68F: 3 clusters Score -6442340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -68180.476562 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -68180.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66498.695312 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -66498.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -67044.164062 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -67044.16 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -67634.296875 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -67634.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68108.039062 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -68108.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -68381.093750 Penalty: 3263.308594
	Iteration 4F: 3 clusters Score -68381.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -68541.992188 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -68541.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -68648.398438 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -68648.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -68775.468750 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -68775.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -68974.343750 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -68974.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -69177.265625 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -69177.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -69182.148438 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -69182.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -69194.195312 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -69194.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -69204.734375 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -69204.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -69213.726562 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -69213.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -69219.781250 Penalty: 3263.308594
	Iteration 14Q: 3 clusters Score -69219.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -69230.593750 Penalty: 3263.308594
	Iteration 15Q: 3 clusters Score -69230.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -69237.656250 Penalty: 3263.308594
	Iteration 16Q: 3 clusters Score -69237.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -69237.656250 Penalty: 3263.308594
	Iteration 17F: 3 clusters Score -69237.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 50564 members 
Mstep: Class 3 contains 304 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4680 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 106990 members 
Mstep: Class 9 contains 299005 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46956 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59486 members 
Mstep: Class 14 contains 181420 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34620 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120873 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40044 members 
Mstep: Class 22 contains 416 members 
Entering Unmasked Estep 
Score: -119296192.000000 Penalty: 75182.937500
Splitting cluster 3 changes total score from -119296904.000000 to -119296192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Entering Unmasked Estep 
Score: -210918.671875 Penalty: 1850.914062
	Iteration 0F: 2 clusters Score -210918.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -208403.968750 Penalty: 3701.828125
	Iteration 0F: 3 clusters Score -208404 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -208876.500000 Penalty: 3701.828125
	Iteration 1F: 3 clusters Score -208876.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -209018.843750 Penalty: 3701.828125
	Iteration 2F: 3 clusters Score -209018.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -209099.687500 Penalty: 3701.828125
	Iteration 3Q: 3 clusters Score -209099.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -209166.437500 Penalty: 3701.828125
	Iteration 4Q: 3 clusters Score -209166.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -209217.765625 Penalty: 3701.828125
	Iteration 5Q: 3 clusters Score -209217.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -209246.468750 Penalty: 3701.828125
	Iteration 6Q: 3 clusters Score -209246.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -209266.843750 Penalty: 3701.828125
	Iteration 7Q: 3 clusters Score -209266.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -209283.625000 Penalty: 3701.828125
	Iteration 8Q: 3 clusters Score -209283.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -209297.562500 Penalty: 3701.828125
	Iteration 9Q: 3 clusters Score -209297.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -209307.453125 Penalty: 3701.828125
	Iteration 10Q: 3 clusters Score -209307.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -209316.828125 Penalty: 3701.828125
	Iteration 11Q: 3 clusters Score -209316.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -209322.968750 Penalty: 3701.828125
	Iteration 12Q: 3 clusters Score -209323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -209328.953125 Penalty: 3701.828125
	Iteration 13Q: 3 clusters Score -209329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -209335.109375 Penalty: 3701.828125
	Iteration 14Q: 3 clusters Score -209335.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -209339.640625 Penalty: 3701.828125
	Iteration 15Q: 3 clusters Score -209339.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -209341.781250 Penalty: 3701.828125
	Iteration 16Q: 3 clusters Score -209341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -209342.656250 Penalty: 3701.828125
	Iteration 17Q: 3 clusters Score -209342.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -209342.843750 Penalty: 3701.828125
	Iteration 18Q: 3 clusters Score -209342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -209344.437500 Penalty: 3701.828125
	Iteration 19Q: 3 clusters Score -209344.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -209344.437500 Penalty: 3701.828125
	Iteration 20F: 3 clusters Score -209344.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -19696.048828 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -19696.05 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 105 members 
Entering Unmasked Estep 
Score: -18533.982422 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -18533.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18644.917969 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -18644.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18709.015625 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -18709.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18761.138672 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -18761.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18815.302734 Penalty: 2663.836426
	Iteration 4Q: 3 clusters Score -18815.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18863.283203 Penalty: 2663.836426
	Iteration 5Q: 3 clusters Score -18863.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18886.406250 Penalty: 2663.836426
	Iteration 6Q: 3 clusters Score -18886.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18931.806641 Penalty: 2663.836426
	Iteration 7Q: 3 clusters Score -18931.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18947.576172 Penalty: 2663.836426
	Iteration 8Q: 3 clusters Score -18947.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18947.576172 Penalty: 2663.836426
	Iteration 9F: 3 clusters Score -18947.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Entering Unmasked Estep 
Score: -562063.312500 Penalty: 2095.861328
	Iteration 0F: 2 clusters Score -562063.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -557676.625000 Penalty: 4191.722656
	Iteration 0F: 3 clusters Score -557676.6 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -558695.000000 Penalty: 4191.722656
	Iteration 1F: 3 clusters Score -558695 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -558895.250000 Penalty: 4191.722656
	Iteration 2F: 3 clusters Score -558895.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -559020.687500 Penalty: 4191.722656
	Iteration 3F: 3 clusters Score -559020.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -559135.625000 Penalty: 4191.722656
	Iteration 4Q: 3 clusters Score -559135.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -559252.187500 Penalty: 4191.722656
	Iteration 5Q: 3 clusters Score -559252.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -559387.437500 Penalty: 4191.722656
	Iteration 6Q: 3 clusters Score -559387.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -559491.125000 Penalty: 4191.722656
	Iteration 7Q: 3 clusters Score -559491.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -559590.625000 Penalty: 4191.722656
	Iteration 8Q: 3 clusters Score -559590.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -559704.437500 Penalty: 4191.722656
	Iteration 9Q: 3 clusters Score -559704.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -559805.437500 Penalty: 4191.722656
	Iteration 10Q: 3 clusters Score -559805.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -559882.375000 Penalty: 4191.722656
	Iteration 11Q: 3 clusters Score -559882.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -559942.437500 Penalty: 4191.722656
	Iteration 12Q: 3 clusters Score -559942.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -559998.125000 Penalty: 4191.722656
	Iteration 13Q: 3 clusters Score -559998.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -560048.625000 Penalty: 4191.722656
	Iteration 14Q: 3 clusters Score -560048.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -560104.437500 Penalty: 4191.722656
	Iteration 15Q: 3 clusters Score -560104.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -560158.437500 Penalty: 4191.722656
	Iteration 16Q: 3 clusters Score -560158.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -560211.812500 Penalty: 4191.722656
	Iteration 17Q: 3 clusters Score -560211.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -560255.375000 Penalty: 4191.722656
	Iteration 18Q: 3 clusters Score -560255.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -560282.187500 Penalty: 4191.722656
	Iteration 19Q: 3 clusters Score -560282.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -560307.125000 Penalty: 4191.722656
	Iteration 20F: 3 clusters Score -560307.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -560335.000000 Penalty: 4191.722656
	Iteration 21Q: 3 clusters Score -560335 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -560363.875000 Penalty: 4191.722656
	Iteration 22Q: 3 clusters Score -560363.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -560388.000000 Penalty: 4191.722656
	Iteration 23Q: 3 clusters Score -560388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -560415.625000 Penalty: 4191.722656
	Iteration 24Q: 3 clusters Score -560415.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -560436.750000 Penalty: 4191.722656
	Iteration 25Q: 3 clusters Score -560436.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -560454.750000 Penalty: 4191.722656
	Iteration 26Q: 3 clusters Score -560454.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -560469.125000 Penalty: 4191.722656
	Iteration 27Q: 3 clusters Score -560469.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -560483.625000 Penalty: 4191.722656
	Iteration 28Q: 3 clusters Score -560483.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -560499.812500 Penalty: 4191.722656
	Iteration 29Q: 3 clusters Score -560499.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -560513.750000 Penalty: 4191.722656
	Iteration 30Q: 3 clusters Score -560513.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -560519.437500 Penalty: 4191.722656
	Iteration 31Q: 3 clusters Score -560519.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -560525.625000 Penalty: 4191.722656
	Iteration 32Q: 3 clusters Score -560525.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -560533.312500 Penalty: 4191.722656
	Iteration 33Q: 3 clusters Score -560533.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -560541.437500 Penalty: 4191.722656
	Iteration 34Q: 3 clusters Score -560541.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -560549.500000 Penalty: 4191.722656
	Iteration 35Q: 3 clusters Score -560549.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -560559.125000 Penalty: 4191.722656
	Iteration 36Q: 3 clusters Score -560559.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -560565.000000 Penalty: 4191.722656
	Iteration 37Q: 3 clusters Score -560565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -560571.250000 Penalty: 4191.722656
	Iteration 38Q: 3 clusters Score -560571.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -560577.687500 Penalty: 4191.722656
	Iteration 39Q: 3 clusters Score -560577.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -560587.312500 Penalty: 4191.722656
	Iteration 40F: 3 clusters Score -560587.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -560592.375000 Penalty: 4191.722656
	Iteration 41Q: 3 clusters Score -560592.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -560598.625000 Penalty: 4191.722656
	Iteration 42Q: 3 clusters Score -560598.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -560607.875000 Penalty: 4191.722656
	Iteration 43Q: 3 clusters Score -560607.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -560613.375000 Penalty: 4191.722656
	Iteration 44Q: 3 clusters Score -560613.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -560621.625000 Penalty: 4191.722656
	Iteration 45Q: 3 clusters Score -560621.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -560630.750000 Penalty: 4191.722656
	Iteration 46Q: 3 clusters Score -560630.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -560637.937500 Penalty: 4191.722656
	Iteration 47Q: 3 clusters Score -560637.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -560647.937500 Penalty: 4191.722656
	Iteration 48Q: 3 clusters Score -560647.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -560654.812500 Penalty: 4191.722656
	Iteration 49Q: 3 clusters Score -560654.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -560658.062500 Penalty: 4191.722656
	Iteration 50Q: 3 clusters Score -560658.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -560662.687500 Penalty: 4191.722656
	Iteration 51Q: 3 clusters Score -560662.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -560664.312500 Penalty: 4191.722656
	Iteration 52Q: 3 clusters Score -560664.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -560667.500000 Penalty: 4191.722656
	Iteration 53Q: 3 clusters Score -560667.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -560668.187500 Penalty: 4191.722656
	Iteration 54Q: 3 clusters Score -560668.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -560668.187500 Penalty: 4191.722656
	Iteration 55F: 3 clusters Score -560668.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -57864.062500 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -57864.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56403.253906 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -56403.25 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56664.292969 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -56664.29 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -56814.214844 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -56814.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -56944.335938 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -56944.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -57034.191406 Penalty: 3104.752441
	Iteration 4F: 3 clusters Score -57034.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -57105.101562 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -57105.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -57158.050781 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -57158.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -57205.519531 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -57205.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -57236.964844 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -57236.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -57254.210938 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -57254.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -57286.328125 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -57286.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -57299.355469 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -57299.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -57306.472656 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -57306.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -57307.601562 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -57307.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -57307.601562 Penalty: 3104.752441
	Iteration 14F: 3 clusters Score -57307.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (106990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106990 members 
Entering Unmasked Estep 
Score: -13551454.000000 Penalty: 2871.961670
	Iteration 0F: 2 clusters Score -1.355145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53563 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -13480149.000000 Penalty: 5743.923340
	Iteration 0F: 3 clusters Score -1.348015e+07 nChanged 50590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -13509237.000000 Penalty: 5743.923340
	Iteration 1F: 3 clusters Score -1.350924e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -13510377.000000 Penalty: 5743.923340
	Iteration 2Q: 3 clusters Score -1.351038e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57780 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -13511988.000000 Penalty: 5743.923340
	Iteration 3Q: 3 clusters Score -1.351199e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -13514306.000000 Penalty: 5743.923340
	Iteration 4Q: 3 clusters Score -1.351431e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64304 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -13517927.000000 Penalty: 5743.923340
	Iteration 5F: 3 clusters Score -1.351793e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69509 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -13523215.000000 Penalty: 5743.923340
	Iteration 6F: 3 clusters Score -1.352322e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75319 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -13530165.000000 Penalty: 5743.923340
	Iteration 7F: 3 clusters Score -1.353016e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80334 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -13536947.000000 Penalty: 5743.923340
	Iteration 8F: 3 clusters Score -1.353695e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83506 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -13540511.000000 Penalty: 5743.923340
	Iteration 9Q: 3 clusters Score -1.354051e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -13541954.000000 Penalty: 5743.923340
	Iteration 10Q: 3 clusters Score -1.354195e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87328 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -13542855.000000 Penalty: 5743.923340
	Iteration 11Q: 3 clusters Score -1.354286e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88938 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -13543556.000000 Penalty: 5743.923340
	Iteration 12Q: 3 clusters Score -1.354356e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90497 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -13544195.000000 Penalty: 5743.923340
	Iteration 13Q: 3 clusters Score -1.35442e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91926 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -13544656.000000 Penalty: 5743.923340
	Iteration 14Q: 3 clusters Score -1.354466e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93248 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -13545181.000000 Penalty: 5743.923340
	Iteration 15Q: 3 clusters Score -1.354518e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94515 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -13545657.000000 Penalty: 5743.923340
	Iteration 16Q: 3 clusters Score -1.354566e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95734 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -13546153.000000 Penalty: 5743.923340
	Iteration 17Q: 3 clusters Score -1.354615e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96858 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -13546525.000000 Penalty: 5743.923340
	Iteration 18Q: 3 clusters Score -1.354652e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97884 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -13546905.000000 Penalty: 5743.923340
	Iteration 19Q: 3 clusters Score -1.35469e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98826 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -13547223.000000 Penalty: 5743.923340
	Iteration 20F: 3 clusters Score -1.354722e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99653 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -13547531.000000 Penalty: 5743.923340
	Iteration 21Q: 3 clusters Score -1.354753e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100388 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -13547756.000000 Penalty: 5743.923340
	Iteration 22Q: 3 clusters Score -1.354776e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -13548025.000000 Penalty: 5743.923340
	Iteration 23Q: 3 clusters Score -1.354802e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101637 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -13548218.000000 Penalty: 5743.923340
	Iteration 24Q: 3 clusters Score -1.354822e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102135 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -13548374.000000 Penalty: 5743.923340
	Iteration 25Q: 3 clusters Score -1.354837e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102580 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -13548501.000000 Penalty: 5743.923340
	Iteration 26Q: 3 clusters Score -1.35485e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102976 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -13548657.000000 Penalty: 5743.923340
	Iteration 27Q: 3 clusters Score -1.354866e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103336 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -13548738.000000 Penalty: 5743.923340
	Iteration 28Q: 3 clusters Score -1.354874e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103667 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -13548881.000000 Penalty: 5743.923340
	Iteration 29Q: 3 clusters Score -1.354888e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103950 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -13548913.000000 Penalty: 5743.923340
	Iteration 30Q: 3 clusters Score -1.354891e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104165 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -13548984.000000 Penalty: 5743.923340
	Iteration 31Q: 3 clusters Score -1.354898e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104337 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -13549043.000000 Penalty: 5743.923340
	Iteration 32Q: 3 clusters Score -1.354904e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104467 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -13549063.000000 Penalty: 5743.923340
	Iteration 33Q: 3 clusters Score -1.354906e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104574 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -13549107.000000 Penalty: 5743.923340
	Iteration 34Q: 3 clusters Score -1.354911e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104684 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -13549118.000000 Penalty: 5743.923340
	Iteration 35Q: 3 clusters Score -1.354912e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104761 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -13549113.000000 Penalty: 5743.923340
	Iteration 36Q: 3 clusters Score -1.354911e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104833 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -13549147.000000 Penalty: 5743.923340
	Iteration 37Q: 3 clusters Score -1.354915e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104898 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -13549158.000000 Penalty: 5743.923340
	Iteration 38Q: 3 clusters Score -1.354916e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104967 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -13549201.000000 Penalty: 5743.923340
	Iteration 39Q: 3 clusters Score -1.35492e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105034 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -13549206.000000 Penalty: 5743.923340
	Iteration 40F: 3 clusters Score -1.354921e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105100 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -13549208.000000 Penalty: 5743.923340
	Iteration 41Q: 3 clusters Score -1.354921e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105152 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -13549219.000000 Penalty: 5743.923340
	Iteration 42Q: 3 clusters Score -1.354922e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105200 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -13549205.000000 Penalty: 5743.923340
	Iteration 43Q: 3 clusters Score -1.35492e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105249 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -13549220.000000 Penalty: 5743.923340
	Iteration 44Q: 3 clusters Score -1.354922e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105283 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -13549233.000000 Penalty: 5743.923340
	Iteration 45Q: 3 clusters Score -1.354923e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105317 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -13549232.000000 Penalty: 5743.923340
	Iteration 46Q: 3 clusters Score -1.354923e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105357 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -13549253.000000 Penalty: 5743.923340
	Iteration 47Q: 3 clusters Score -1.354925e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105389 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -13549283.000000 Penalty: 5743.923340
	Iteration 48Q: 3 clusters Score -1.354928e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105419 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -13549276.000000 Penalty: 5743.923340
	Iteration 49Q: 3 clusters Score -1.354928e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105449 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -13549304.000000 Penalty: 5743.923340
	Iteration 50Q: 3 clusters Score -1.35493e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105466 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -13549301.000000 Penalty: 5743.923340
	Iteration 51Q: 3 clusters Score -1.35493e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105482 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -13549295.000000 Penalty: 5743.923340
	Iteration 52Q: 3 clusters Score -1.35493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105494 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -13549308.000000 Penalty: 5743.923340
	Iteration 53Q: 3 clusters Score -1.354931e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105510 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -13549328.000000 Penalty: 5743.923340
	Iteration 54Q: 3 clusters Score -1.354933e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105520 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -13549344.000000 Penalty: 5743.923340
	Iteration 55Q: 3 clusters Score -1.354934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105532 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -13549349.000000 Penalty: 5743.923340
	Iteration 56Q: 3 clusters Score -1.354935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105546 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -13549356.000000 Penalty: 5743.923340
	Iteration 57Q: 3 clusters Score -1.354936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105551 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -13549343.000000 Penalty: 5743.923340
	Iteration 58Q: 3 clusters Score -1.354934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105555 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -13549345.000000 Penalty: 5743.923340
	Iteration 59Q: 3 clusters Score -1.354934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105562 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -13549335.000000 Penalty: 5743.923340
	Iteration 60F: 3 clusters Score -1.354934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105568 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -13549347.000000 Penalty: 5743.923340
	Iteration 61Q: 3 clusters Score -1.354935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105577 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -13549355.000000 Penalty: 5743.923340
	Iteration 62Q: 3 clusters Score -1.354936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105579 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -13549360.000000 Penalty: 5743.923340
	Iteration 63Q: 3 clusters Score -1.354936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105582 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -13549352.000000 Penalty: 5743.923340
	Iteration 64Q: 3 clusters Score -1.354935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105582 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -13549352.000000 Penalty: 5743.923340
	Iteration 65F: 3 clusters Score -1.354935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (299005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299005 members 
Entering Unmasked Estep 
Score: -37459452.000000 Penalty: 3126.837402
	Iteration 0F: 2 clusters Score -3.745945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150031 members 
Mstep: Class 2 contains 148974 members 
Entering Unmasked Estep 
Score: -37274580.000000 Penalty: 6253.674805
	Iteration 0F: 3 clusters Score -3.727458e+07 nChanged 144886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159213 members 
Mstep: Class 2 contains 139792 members 
Entering Unmasked Estep 
Score: -37361964.000000 Penalty: 6253.674805
	Iteration 1F: 3 clusters Score -3.736196e+07 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165703 members 
Mstep: Class 2 contains 133302 members 
Entering Unmasked Estep 
Score: -37364768.000000 Penalty: 6253.674805
	Iteration 2Q: 3 clusters Score -3.736477e+07 nChanged 12823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175732 members 
Mstep: Class 2 contains 123273 members 
Entering Unmasked Estep 
Score: -37369652.000000 Penalty: 6253.674805
	Iteration 3Q: 3 clusters Score -3.736965e+07 nChanged 16944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190502 members 
Mstep: Class 2 contains 108503 members 
Entering Unmasked Estep 
Score: -37378392.000000 Penalty: 6253.674805
	Iteration 4F: 3 clusters Score -3.737839e+07 nChanged 21480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210480 members 
Mstep: Class 2 contains 88525 members 
Entering Unmasked Estep 
Score: -37390940.000000 Penalty: 6253.674805
	Iteration 5F: 3 clusters Score -3.739094e+07 nChanged 24103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233695 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -37407036.000000 Penalty: 6253.674805
	Iteration 6F: 3 clusters Score -3.740704e+07 nChanged 21794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255001 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -37422864.000000 Penalty: 6253.674805
	Iteration 7F: 3 clusters Score -3.742286e+07 nChanged 16227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270944 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -37434876.000000 Penalty: 6253.674805
	Iteration 8F: 3 clusters Score -3.743488e+07 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281567 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -37443284.000000 Penalty: 6253.674805
	Iteration 9Q: 3 clusters Score -3.744328e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288241 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -37448984.000000 Penalty: 6253.674805
	Iteration 10Q: 3 clusters Score -3.744898e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292455 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -37452276.000000 Penalty: 6253.674805
	Iteration 11Q: 3 clusters Score -3.745228e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295064 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -37454464.000000 Penalty: 6253.674805
	Iteration 12Q: 3 clusters Score -3.745446e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296633 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -37455612.000000 Penalty: 6253.674805
	Iteration 13Q: 3 clusters Score -3.745561e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297496 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -37456192.000000 Penalty: 6253.674805
	Iteration 14Q: 3 clusters Score -3.745619e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297961 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -37456436.000000 Penalty: 6253.674805
	Iteration 15Q: 3 clusters Score -3.745644e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298219 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -37456612.000000 Penalty: 6253.674805
	Iteration 16Q: 3 clusters Score -3.745661e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298364 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -37456748.000000 Penalty: 6253.674805
	Iteration 17Q: 3 clusters Score -3.745675e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298446 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -37456776.000000 Penalty: 6253.674805
	Iteration 18Q: 3 clusters Score -3.745678e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298492 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -37456772.000000 Penalty: 6253.674805
	Iteration 19Q: 3 clusters Score -3.745677e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298524 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -37456804.000000 Penalty: 6253.674805
	Iteration 20F: 3 clusters Score -3.74568e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298544 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -37456820.000000 Penalty: 6253.674805
	Iteration 21Q: 3 clusters Score -3.745682e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298557 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -37456820.000000 Penalty: 6253.674805
	Iteration 22Q: 3 clusters Score -3.745682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298563 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -37456812.000000 Penalty: 6253.674805
	Iteration 23Q: 3 clusters Score -3.745681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298571 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -37456856.000000 Penalty: 6253.674805
	Iteration 24Q: 3 clusters Score -3.745686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298576 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -37456848.000000 Penalty: 6253.674805
	Iteration 25Q: 3 clusters Score -3.745685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298580 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -37456864.000000 Penalty: 6253.674805
	Iteration 26Q: 3 clusters Score -3.745686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298584 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -37456876.000000 Penalty: 6253.674805
	Iteration 27Q: 3 clusters Score -3.745688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298586 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -37456896.000000 Penalty: 6253.674805
	Iteration 28Q: 3 clusters Score -3.74569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298585 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -37456904.000000 Penalty: 6253.674805
	Iteration 29Q: 3 clusters Score -3.74569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298586 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -37456904.000000 Penalty: 6253.674805
	Iteration 30Q: 3 clusters Score -3.74569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298586 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -37456892.000000 Penalty: 6253.674805
	Iteration 31Q: 3 clusters Score -3.745689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298590 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -37456900.000000 Penalty: 6253.674805
	Iteration 32Q: 3 clusters Score -3.74569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298594 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -37456912.000000 Penalty: 6253.674805
	Iteration 33Q: 3 clusters Score -3.745691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298596 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -37456916.000000 Penalty: 6253.674805
	Iteration 34Q: 3 clusters Score -3.745692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298596 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -37456916.000000 Penalty: 6253.674805
	Iteration 35F: 3 clusters Score -3.745692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -83987.109375 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -83987.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -82162.242188 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -82162.24 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -82657.585938 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -82657.59 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -83308.648438 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -83308.65 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84231.656250 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -84231.66 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84974.351562 Penalty: 3347.965820
	Iteration 4F: 3 clusters Score -84974.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -85394.039062 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -85394.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -85482.804688 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -85482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -85493.460938 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -85493.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85494.968750 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -85494.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85494.968750 Penalty: 3347.965820
	Iteration 9F: 3 clusters Score -85494.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 50564 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4680 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 106990 members 
Mstep: Class 9 contains 299005 members 
Mstep: Class 10 contains 471 members 
Mstep: Class 11 contains 46956 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59486 members 
Mstep: Class 14 contains 181420 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34620 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120873 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40044 members 
Mstep: Class 22 contains 383 members 
Entering Unmasked Estep 
Score: -119296592.000000 Penalty: 75182.937500
Splitting cluster 10 changes total score from -119296904.000000 to -119296592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (46956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Entering Unmasked Estep 
Score: -5967727.000000 Penalty: 2667.727783
	Iteration 0F: 2 clusters Score -5967727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -5935904.000000 Penalty: 5335.455566
	Iteration 0F: 3 clusters Score -5935904 nChanged 21692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -5947703.000000 Penalty: 5335.455566
	Iteration 1F: 3 clusters Score -5947703 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -5948236.000000 Penalty: 5335.455566
	Iteration 2Q: 3 clusters Score -5948236 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -5948733.500000 Penalty: 5335.455566
	Iteration 3Q: 3 clusters Score -5948734 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -5949265.000000 Penalty: 5335.455566
	Iteration 4Q: 3 clusters Score -5949265 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -5949916.500000 Penalty: 5335.455566
	Iteration 5Q: 3 clusters Score -5949916 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -5950753.500000 Penalty: 5335.455566
	Iteration 6Q: 3 clusters Score -5950754 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -5951736.000000 Penalty: 5335.455566
	Iteration 7Q: 3 clusters Score -5951736 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -5952911.500000 Penalty: 5335.455566
	Iteration 8Q: 3 clusters Score -5952912 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -5954217.500000 Penalty: 5335.455566
	Iteration 9Q: 3 clusters Score -5954218 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -5955654.500000 Penalty: 5335.455566
	Iteration 10Q: 3 clusters Score -5955654 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -5957361.000000 Penalty: 5335.455566
	Iteration 11F: 3 clusters Score -5957361 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -5959067.500000 Penalty: 5335.455566
	Iteration 12F: 3 clusters Score -5959068 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -5960719.500000 Penalty: 5335.455566
	Iteration 13Q: 3 clusters Score -5960720 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -5962146.500000 Penalty: 5335.455566
	Iteration 14Q: 3 clusters Score -5962146 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -5963208.000000 Penalty: 5335.455566
	Iteration 15Q: 3 clusters Score -5963208 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -5963903.500000 Penalty: 5335.455566
	Iteration 16Q: 3 clusters Score -5963904 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5964387.500000 Penalty: 5335.455566
	Iteration 17Q: 3 clusters Score -5964388 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5964695.500000 Penalty: 5335.455566
	Iteration 18Q: 3 clusters Score -5964696 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5964870.000000 Penalty: 5335.455566
	Iteration 19Q: 3 clusters Score -5964870 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5965008.000000 Penalty: 5335.455566
	Iteration 20F: 3 clusters Score -5965008 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5965103.000000 Penalty: 5335.455566
	Iteration 21Q: 3 clusters Score -5965103 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5965169.000000 Penalty: 5335.455566
	Iteration 22Q: 3 clusters Score -5965169 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5965233.500000 Penalty: 5335.455566
	Iteration 23Q: 3 clusters Score -5965234 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5965279.000000 Penalty: 5335.455566
	Iteration 24Q: 3 clusters Score -5965279 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5965311.500000 Penalty: 5335.455566
	Iteration 25Q: 3 clusters Score -5965312 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5965330.500000 Penalty: 5335.455566
	Iteration 26Q: 3 clusters Score -5965330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5965344.500000 Penalty: 5335.455566
	Iteration 27Q: 3 clusters Score -5965344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5965363.000000 Penalty: 5335.455566
	Iteration 28Q: 3 clusters Score -5965363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5965374.500000 Penalty: 5335.455566
	Iteration 29Q: 3 clusters Score -5965374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5965395.000000 Penalty: 5335.455566
	Iteration 30Q: 3 clusters Score -5965395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5965413.500000 Penalty: 5335.455566
	Iteration 31Q: 3 clusters Score -5965414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5965422.500000 Penalty: 5335.455566
	Iteration 32Q: 3 clusters Score -5965422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5965431.500000 Penalty: 5335.455566
	Iteration 33Q: 3 clusters Score -5965432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5965435.500000 Penalty: 5335.455566
	Iteration 34Q: 3 clusters Score -5965436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5965435.000000 Penalty: 5335.455566
	Iteration 35Q: 3 clusters Score -5965435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5965444.500000 Penalty: 5335.455566
	Iteration 36Q: 3 clusters Score -5965444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5965451.000000 Penalty: 5335.455566
	Iteration 37Q: 3 clusters Score -5965451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5965450.500000 Penalty: 5335.455566
	Iteration 38Q: 3 clusters Score -5965450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5965446.000000 Penalty: 5335.455566
	Iteration 39Q: 3 clusters Score -5965446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5965447.500000 Penalty: 5335.455566
	Iteration 40F: 3 clusters Score -5965448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5965450.500000 Penalty: 5335.455566
	Iteration 41Q: 3 clusters Score -5965450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5965454.500000 Penalty: 5335.455566
	Iteration 42Q: 3 clusters Score -5965454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5965467.000000 Penalty: 5335.455566
	Iteration 43Q: 3 clusters Score -5965467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5965466.500000 Penalty: 5335.455566
	Iteration 44Q: 3 clusters Score -5965466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5965471.500000 Penalty: 5335.455566
	Iteration 45Q: 3 clusters Score -5965472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5965472.000000 Penalty: 5335.455566
	Iteration 46Q: 3 clusters Score -5965472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5965475.000000 Penalty: 5335.455566
	Iteration 47Q: 3 clusters Score -5965475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5965479.000000 Penalty: 5335.455566
	Iteration 48Q: 3 clusters Score -5965479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5965490.500000 Penalty: 5335.455566
	Iteration 49Q: 3 clusters Score -5965490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5965500.000000 Penalty: 5335.455566
	Iteration 50Q: 3 clusters Score -5965500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5965498.000000 Penalty: 5335.455566
	Iteration 51Q: 3 clusters Score -5965498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5965501.500000 Penalty: 5335.455566
	Iteration 52Q: 3 clusters Score -5965502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5965501.500000 Penalty: 5335.455566
	Iteration 53F: 3 clusters Score -5965502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -126798.421875 Penalty: 1725.223267
	Iteration 0F: 2 clusters Score -126798.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -124817.398438 Penalty: 3450.446533
	Iteration 0F: 3 clusters Score -124817.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -125131.132812 Penalty: 3450.446533
	Iteration 1F: 3 clusters Score -125131.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -125222.312500 Penalty: 3450.446533
	Iteration 2F: 3 clusters Score -125222.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125251.835938 Penalty: 3450.446533
	Iteration 3Q: 3 clusters Score -125251.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -125276.187500 Penalty: 3450.446533
	Iteration 4Q: 3 clusters Score -125276.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -125285.351562 Penalty: 3450.446533
	Iteration 5Q: 3 clusters Score -125285.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -125292.531250 Penalty: 3450.446533
	Iteration 6Q: 3 clusters Score -125292.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -125299.531250 Penalty: 3450.446533
	Iteration 7Q: 3 clusters Score -125299.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -125304.632812 Penalty: 3450.446533
	Iteration 8Q: 3 clusters Score -125304.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -125307.984375 Penalty: 3450.446533
	Iteration 9Q: 3 clusters Score -125308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -125313.812500 Penalty: 3450.446533
	Iteration 10Q: 3 clusters Score -125313.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -125318.851562 Penalty: 3450.446533
	Iteration 11Q: 3 clusters Score -125318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -125319.289062 Penalty: 3450.446533
	Iteration 12Q: 3 clusters Score -125319.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -125319.289062 Penalty: 3450.446533
	Iteration 13F: 3 clusters Score -125319.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (59486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59486 members 
Entering Unmasked Estep 
Score: -7287186.500000 Penalty: 2726.386963
	Iteration 0F: 2 clusters Score -7287186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -7247278.000000 Penalty: 5452.773926
	Iteration 0F: 3 clusters Score -7247278 nChanged 27650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -7262480.500000 Penalty: 5452.773926
	Iteration 1F: 3 clusters Score -7262480 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -7262967.000000 Penalty: 5452.773926
	Iteration 2Q: 3 clusters Score -7262967 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -7263453.000000 Penalty: 5452.773926
	Iteration 3Q: 3 clusters Score -7263453 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -7263984.000000 Penalty: 5452.773926
	Iteration 4Q: 3 clusters Score -7263984 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -7264609.500000 Penalty: 5452.773926
	Iteration 5Q: 3 clusters Score -7264610 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -7265359.000000 Penalty: 5452.773926
	Iteration 6Q: 3 clusters Score -7265359 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -7266513.000000 Penalty: 5452.773926
	Iteration 7Q: 3 clusters Score -7266513 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -7268247.000000 Penalty: 5452.773926
	Iteration 8F: 3 clusters Score -7268247 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -7270420.000000 Penalty: 5452.773926
	Iteration 9F: 3 clusters Score -7270420 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -7272703.500000 Penalty: 5452.773926
	Iteration 10F: 3 clusters Score -7272704 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -7274812.500000 Penalty: 5452.773926
	Iteration 11F: 3 clusters Score -7274812 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -7276389.000000 Penalty: 5452.773926
	Iteration 12Q: 3 clusters Score -7276389 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -7277606.000000 Penalty: 5452.773926
	Iteration 13Q: 3 clusters Score -7277606 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -7278772.000000 Penalty: 5452.773926
	Iteration 14Q: 3 clusters Score -7278772 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -7280051.000000 Penalty: 5452.773926
	Iteration 15Q: 3 clusters Score -7280051 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -7281642.500000 Penalty: 5452.773926
	Iteration 16Q: 3 clusters Score -7281642 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 57791 members 
Entering Unmasked Estep 
Score: -7283379.000000 Penalty: 5452.773926
	Iteration 17Q: 3 clusters Score -7283379 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -7284408.500000 Penalty: 5452.773926
	Iteration 18Q: 3 clusters Score -7284408 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -7284802.500000 Penalty: 5452.773926
	Iteration 19Q: 3 clusters Score -7284802 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 59134 members 
Entering Unmasked Estep 
Score: -7284968.000000 Penalty: 5452.773926
	Iteration 20F: 3 clusters Score -7284968 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 59188 members 
Entering Unmasked Estep 
Score: -7285038.500000 Penalty: 5452.773926
	Iteration 21Q: 3 clusters Score -7285038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 59209 members 
Entering Unmasked Estep 
Score: -7285067.000000 Penalty: 5452.773926
	Iteration 22Q: 3 clusters Score -7285067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -7285084.000000 Penalty: 5452.773926
	Iteration 23Q: 3 clusters Score -7285084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 59232 members 
Entering Unmasked Estep 
Score: -7285098.500000 Penalty: 5452.773926
	Iteration 24Q: 3 clusters Score -7285098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -7285115.000000 Penalty: 5452.773926
	Iteration 25Q: 3 clusters Score -7285115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 59242 members 
Entering Unmasked Estep 
Score: -7285124.000000 Penalty: 5452.773926
	Iteration 26Q: 3 clusters Score -7285124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -7285123.000000 Penalty: 5452.773926
	Iteration 27Q: 3 clusters Score -7285123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 59245 members 
Entering Unmasked Estep 
Score: -7285125.500000 Penalty: 5452.773926
	Iteration 28Q: 3 clusters Score -7285126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 59248 members 
Entering Unmasked Estep 
Score: -7285131.000000 Penalty: 5452.773926
	Iteration 29Q: 3 clusters Score -7285131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 59253 members 
Entering Unmasked Estep 
Score: -7285133.500000 Penalty: 5452.773926
	Iteration 30Q: 3 clusters Score -7285134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -7285141.500000 Penalty: 5452.773926
	Iteration 31Q: 3 clusters Score -7285142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -7285141.500000 Penalty: 5452.773926
	Iteration 32F: 3 clusters Score -7285142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (181420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181420 members 
Entering Unmasked Estep 
Score: -22862376.000000 Penalty: 3002.925293
	Iteration 0F: 2 clusters Score -2.286238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90833 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -22741814.000000 Penalty: 6005.850586
	Iteration 0F: 3 clusters Score -2.274181e+07 nChanged 86862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91451 members 
Mstep: Class 2 contains 89969 members 
Entering Unmasked Estep 
Score: -22792638.000000 Penalty: 6005.850586
	Iteration 1F: 3 clusters Score -2.279264e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92034 members 
Mstep: Class 2 contains 89386 members 
Entering Unmasked Estep 
Score: -22794574.000000 Penalty: 6005.850586
	Iteration 2Q: 3 clusters Score -2.279457e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92894 members 
Mstep: Class 2 contains 88526 members 
Entering Unmasked Estep 
Score: -22797486.000000 Penalty: 6005.850586
	Iteration 3Q: 3 clusters Score -2.279749e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94347 members 
Mstep: Class 2 contains 87073 members 
Entering Unmasked Estep 
Score: -22801952.000000 Penalty: 6005.850586
	Iteration 4Q: 3 clusters Score -2.280195e+07 nChanged 10452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96891 members 
Mstep: Class 2 contains 84529 members 
Entering Unmasked Estep 
Score: -22808240.000000 Penalty: 6005.850586
	Iteration 5F: 3 clusters Score -2.280824e+07 nChanged 12135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100624 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -22817030.000000 Penalty: 6005.850586
	Iteration 6F: 3 clusters Score -2.281703e+07 nChanged 12971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105469 members 
Mstep: Class 2 contains 75951 members 
Entering Unmasked Estep 
Score: -22826876.000000 Penalty: 6005.850586
	Iteration 7F: 3 clusters Score -2.282688e+07 nChanged 12215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110526 members 
Mstep: Class 2 contains 70894 members 
Entering Unmasked Estep 
Score: -22835594.000000 Penalty: 6005.850586
	Iteration 8F: 3 clusters Score -2.283559e+07 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115099 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -22840894.000000 Penalty: 6005.850586
	Iteration 9F: 3 clusters Score -2.284089e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119142 members 
Mstep: Class 2 contains 62278 members 
Entering Unmasked Estep 
Score: -22843734.000000 Penalty: 6005.850586
	Iteration 10Q: 3 clusters Score -2.284373e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122983 members 
Mstep: Class 2 contains 58437 members 
Entering Unmasked Estep 
Score: -22845662.000000 Penalty: 6005.850586
	Iteration 11Q: 3 clusters Score -2.284566e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126691 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -22847090.000000 Penalty: 6005.850586
	Iteration 12Q: 3 clusters Score -2.284709e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130296 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -22848554.000000 Penalty: 6005.850586
	Iteration 13Q: 3 clusters Score -2.284855e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133869 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -22849916.000000 Penalty: 6005.850586
	Iteration 14Q: 3 clusters Score -2.284992e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137340 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -22851224.000000 Penalty: 6005.850586
	Iteration 15Q: 3 clusters Score -2.285122e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140648 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -22852492.000000 Penalty: 6005.850586
	Iteration 16Q: 3 clusters Score -2.285249e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143815 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -22853586.000000 Penalty: 6005.850586
	Iteration 17Q: 3 clusters Score -2.285359e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146857 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -22854760.000000 Penalty: 6005.850586
	Iteration 18Q: 3 clusters Score -2.285476e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149678 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -22855784.000000 Penalty: 6005.850586
	Iteration 19Q: 3 clusters Score -2.285578e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152313 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -22856900.000000 Penalty: 6005.850586
	Iteration 20F: 3 clusters Score -2.28569e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154787 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -22857634.000000 Penalty: 6005.850586
	Iteration 21Q: 3 clusters Score -2.285763e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156997 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -22858350.000000 Penalty: 6005.850586
	Iteration 22Q: 3 clusters Score -2.285835e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159084 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -22858962.000000 Penalty: 6005.850586
	Iteration 23Q: 3 clusters Score -2.285896e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160933 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -22859414.000000 Penalty: 6005.850586
	Iteration 24Q: 3 clusters Score -2.285941e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162594 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -22860094.000000 Penalty: 6005.850586
	Iteration 25Q: 3 clusters Score -2.286009e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164022 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -22860464.000000 Penalty: 6005.850586
	Iteration 26Q: 3 clusters Score -2.286046e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165307 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -22860772.000000 Penalty: 6005.850586
	Iteration 27Q: 3 clusters Score -2.286077e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166406 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -22860994.000000 Penalty: 6005.850586
	Iteration 28Q: 3 clusters Score -2.286099e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167414 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -22861100.000000 Penalty: 6005.850586
	Iteration 29Q: 3 clusters Score -2.28611e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168316 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -22861324.000000 Penalty: 6005.850586
	Iteration 30Q: 3 clusters Score -2.286132e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169134 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -22861446.000000 Penalty: 6005.850586
	Iteration 31Q: 3 clusters Score -2.286145e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169844 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -22861652.000000 Penalty: 6005.850586
	Iteration 32Q: 3 clusters Score -2.286165e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170442 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -22861684.000000 Penalty: 6005.850586
	Iteration 33Q: 3 clusters Score -2.286168e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170950 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -22861734.000000 Penalty: 6005.850586
	Iteration 34Q: 3 clusters Score -2.286173e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171398 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -22861722.000000 Penalty: 6005.850586
	Iteration 35Q: 3 clusters Score -2.286172e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171820 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -22861752.000000 Penalty: 6005.850586
	Iteration 36Q: 3 clusters Score -2.286175e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172188 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -22861780.000000 Penalty: 6005.850586
	Iteration 37Q: 3 clusters Score -2.286178e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172518 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -22861790.000000 Penalty: 6005.850586
	Iteration 38Q: 3 clusters Score -2.286179e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172823 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -22861892.000000 Penalty: 6005.850586
	Iteration 39Q: 3 clusters Score -2.286189e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173074 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -22861898.000000 Penalty: 6005.850586
	Iteration 40F: 3 clusters Score -2.28619e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173310 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -22861928.000000 Penalty: 6005.850586
	Iteration 41Q: 3 clusters Score -2.286193e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173536 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -22861912.000000 Penalty: 6005.850586
	Iteration 42Q: 3 clusters Score -2.286191e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173727 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -22861924.000000 Penalty: 6005.850586
	Iteration 43Q: 3 clusters Score -2.286192e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173915 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -22861912.000000 Penalty: 6005.850586
	Iteration 44Q: 3 clusters Score -2.286191e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174089 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -22861974.000000 Penalty: 6005.850586
	Iteration 45Q: 3 clusters Score -2.286197e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174261 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -22861936.000000 Penalty: 6005.850586
	Iteration 46Q: 3 clusters Score -2.286194e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174403 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -22861910.000000 Penalty: 6005.850586
	Iteration 47Q: 3 clusters Score -2.286191e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174514 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -22861938.000000 Penalty: 6005.850586
	Iteration 48Q: 3 clusters Score -2.286194e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174619 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -22861920.000000 Penalty: 6005.850586
	Iteration 49Q: 3 clusters Score -2.286192e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174698 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -22861914.000000 Penalty: 6005.850586
	Iteration 50Q: 3 clusters Score -2.286191e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174772 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -22861924.000000 Penalty: 6005.850586
	Iteration 51Q: 3 clusters Score -2.286192e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174835 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -22861920.000000 Penalty: 6005.850586
	Iteration 52Q: 3 clusters Score -2.286192e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174902 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -22861904.000000 Penalty: 6005.850586
	Iteration 53Q: 3 clusters Score -2.28619e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174962 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -22861898.000000 Penalty: 6005.850586
	Iteration 54Q: 3 clusters Score -2.28619e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175026 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -22861906.000000 Penalty: 6005.850586
	Iteration 55Q: 3 clusters Score -2.286191e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175080 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -22861876.000000 Penalty: 6005.850586
	Iteration 56Q: 3 clusters Score -2.286188e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175127 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -22861864.000000 Penalty: 6005.850586
	Iteration 57Q: 3 clusters Score -2.286186e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175159 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -22861892.000000 Penalty: 6005.850586
	Iteration 58Q: 3 clusters Score -2.286189e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175190 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -22861864.000000 Penalty: 6005.850586
	Iteration 59Q: 3 clusters Score -2.286186e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175207 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -22861850.000000 Penalty: 6005.850586
	Iteration 60F: 3 clusters Score -2.286185e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175221 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -22861842.000000 Penalty: 6005.850586
	Iteration 61Q: 3 clusters Score -2.286184e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175237 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -22861846.000000 Penalty: 6005.850586
	Iteration 62Q: 3 clusters Score -2.286185e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175252 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -22861878.000000 Penalty: 6005.850586
	Iteration 63Q: 3 clusters Score -2.286188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175261 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -22861868.000000 Penalty: 6005.850586
	Iteration 64Q: 3 clusters Score -2.286187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175267 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -22861868.000000 Penalty: 6005.850586
	Iteration 65Q: 3 clusters Score -2.286187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175272 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -22861862.000000 Penalty: 6005.850586
	Iteration 66Q: 3 clusters Score -2.286186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175278 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -22861874.000000 Penalty: 6005.850586
	Iteration 67Q: 3 clusters Score -2.286187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175285 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -22861880.000000 Penalty: 6005.850586
	Iteration 68Q: 3 clusters Score -2.286188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175293 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -22861896.000000 Penalty: 6005.850586
	Iteration 69Q: 3 clusters Score -2.28619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175302 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -22861920.000000 Penalty: 6005.850586
	Iteration 70Q: 3 clusters Score -2.286192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175310 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -22861908.000000 Penalty: 6005.850586
	Iteration 71Q: 3 clusters Score -2.286191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175314 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -22861902.000000 Penalty: 6005.850586
	Iteration 72Q: 3 clusters Score -2.28619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175320 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -22861900.000000 Penalty: 6005.850586
	Iteration 73Q: 3 clusters Score -2.28619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175327 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -22861898.000000 Penalty: 6005.850586
	Iteration 74Q: 3 clusters Score -2.28619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175332 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -22861904.000000 Penalty: 6005.850586
	Iteration 75Q: 3 clusters Score -2.28619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175337 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -22861890.000000 Penalty: 6005.850586
	Iteration 76Q: 3 clusters Score -2.286189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175345 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -22861890.000000 Penalty: 6005.850586
	Iteration 77Q: 3 clusters Score -2.286189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175351 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -22861892.000000 Penalty: 6005.850586
	Iteration 78Q: 3 clusters Score -2.286189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175357 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -22861924.000000 Penalty: 6005.850586
	Iteration 79Q: 3 clusters Score -2.286192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175365 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -22861920.000000 Penalty: 6005.850586
	Iteration 80F: 3 clusters Score -2.286192e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175378 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -22861912.000000 Penalty: 6005.850586
	Iteration 81Q: 3 clusters Score -2.286191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175388 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -22861906.000000 Penalty: 6005.850586
	Iteration 82Q: 3 clusters Score -2.286191e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175401 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -22861914.000000 Penalty: 6005.850586
	Iteration 83Q: 3 clusters Score -2.286191e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175416 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -22861942.000000 Penalty: 6005.850586
	Iteration 84Q: 3 clusters Score -2.286194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175430 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -22861930.000000 Penalty: 6005.850586
	Iteration 85Q: 3 clusters Score -2.286193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175442 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -22861942.000000 Penalty: 6005.850586
	Iteration 86Q: 3 clusters Score -2.286194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175450 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -22861942.000000 Penalty: 6005.850586
	Iteration 87Q: 3 clusters Score -2.286194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175457 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -22861948.000000 Penalty: 6005.850586
	Iteration 88Q: 3 clusters Score -2.286195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175467 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -22861938.000000 Penalty: 6005.850586
	Iteration 89Q: 3 clusters Score -2.286194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175476 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -22861934.000000 Penalty: 6005.850586
	Iteration 90Q: 3 clusters Score -2.286193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175483 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -22861940.000000 Penalty: 6005.850586
	Iteration 91Q: 3 clusters Score -2.286194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175490 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -22861934.000000 Penalty: 6005.850586
	Iteration 92Q: 3 clusters Score -2.286193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175495 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -22861940.000000 Penalty: 6005.850586
	Iteration 93Q: 3 clusters Score -2.286194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175501 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -22861930.000000 Penalty: 6005.850586
	Iteration 94Q: 3 clusters Score -2.286193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175504 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -22861922.000000 Penalty: 6005.850586
	Iteration 95Q: 3 clusters Score -2.286192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175506 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -22861912.000000 Penalty: 6005.850586
	Iteration 96Q: 3 clusters Score -2.286191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175509 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -22861918.000000 Penalty: 6005.850586
	Iteration 97Q: 3 clusters Score -2.286192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175511 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -22861926.000000 Penalty: 6005.850586
	Iteration 98Q: 3 clusters Score -2.286193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175514 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -22861922.000000 Penalty: 6005.850586
	Iteration 99Q: 3 clusters Score -2.286192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175514 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -22861922.000000 Penalty: 6005.850586
	Iteration 100F: 3 clusters Score -2.286192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Entering Unmasked Estep 
Score: -285173.468750 Penalty: 1927.119995
	Iteration 0F: 2 clusters Score -285173.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -282318.218750 Penalty: 3854.239990
	Iteration 0F: 3 clusters Score -282318.2 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -282866.156250 Penalty: 3854.239990
	Iteration 1F: 3 clusters Score -282866.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -283045.062500 Penalty: 3854.239990
	Iteration 2F: 3 clusters Score -283045.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -283138.781250 Penalty: 3854.239990
	Iteration 3Q: 3 clusters Score -283138.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -283200.156250 Penalty: 3854.239990
	Iteration 4Q: 3 clusters Score -283200.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -283250.062500 Penalty: 3854.239990
	Iteration 5Q: 3 clusters Score -283250.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -283301.750000 Penalty: 3854.239990
	Iteration 6Q: 3 clusters Score -283301.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -283358.875000 Penalty: 3854.239990
	Iteration 7Q: 3 clusters Score -283358.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -283396.968750 Penalty: 3854.239990
	Iteration 8Q: 3 clusters Score -283397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -283422.843750 Penalty: 3854.239990
	Iteration 9Q: 3 clusters Score -283422.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -283445.937500 Penalty: 3854.239990
	Iteration 10Q: 3 clusters Score -283445.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -283466.812500 Penalty: 3854.239990
	Iteration 11Q: 3 clusters Score -283466.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -283483.500000 Penalty: 3854.239990
	Iteration 12Q: 3 clusters Score -283483.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -283498.906250 Penalty: 3854.239990
	Iteration 13Q: 3 clusters Score -283498.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -283508.875000 Penalty: 3854.239990
	Iteration 14Q: 3 clusters Score -283508.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -283519.937500 Penalty: 3854.239990
	Iteration 15Q: 3 clusters Score -283519.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -283529.312500 Penalty: 3854.239990
	Iteration 16Q: 3 clusters Score -283529.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -283534.531250 Penalty: 3854.239990
	Iteration 17Q: 3 clusters Score -283534.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -283544.875000 Penalty: 3854.239990
	Iteration 18Q: 3 clusters Score -283544.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -283555.031250 Penalty: 3854.239990
	Iteration 19Q: 3 clusters Score -283555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -283563.562500 Penalty: 3854.239990
	Iteration 20F: 3 clusters Score -283563.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -283567.093750 Penalty: 3854.239990
	Iteration 21Q: 3 clusters Score -283567.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -283570.687500 Penalty: 3854.239990
	Iteration 22Q: 3 clusters Score -283570.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -283572.968750 Penalty: 3854.239990
	Iteration 23Q: 3 clusters Score -283573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -283575.250000 Penalty: 3854.239990
	Iteration 24Q: 3 clusters Score -283575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -283578.843750 Penalty: 3854.239990
	Iteration 25Q: 3 clusters Score -283578.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -283581.125000 Penalty: 3854.239990
	Iteration 26Q: 3 clusters Score -283581.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -283584.968750 Penalty: 3854.239990
	Iteration 27Q: 3 clusters Score -283585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -283586.687500 Penalty: 3854.239990
	Iteration 28Q: 3 clusters Score -283586.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -283588.218750 Penalty: 3854.239990
	Iteration 29Q: 3 clusters Score -283588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -283588.937500 Penalty: 3854.239990
	Iteration 30Q: 3 clusters Score -283588.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -283589.375000 Penalty: 3854.239990
	Iteration 31Q: 3 clusters Score -283589.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -283591.062500 Penalty: 3854.239990
	Iteration 32Q: 3 clusters Score -283591.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -283591.062500 Penalty: 3854.239990
	Iteration 33F: 3 clusters Score -283591.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Entering Unmasked Estep 
Score: -4412838.000000 Penalty: 2592.142334
	Iteration 0F: 2 clusters Score -4412838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -4389353.000000 Penalty: 5184.284668
	Iteration 0F: 3 clusters Score -4389353 nChanged 15610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -4397850.000000 Penalty: 5184.284668
	Iteration 1F: 3 clusters Score -4397850 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -4398242.000000 Penalty: 5184.284668
	Iteration 2Q: 3 clusters Score -4398242 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -4398560.500000 Penalty: 5184.284668
	Iteration 3Q: 3 clusters Score -4398560 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -4398902.500000 Penalty: 5184.284668
	Iteration 4Q: 3 clusters Score -4398902 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -4399226.000000 Penalty: 5184.284668
	Iteration 5Q: 3 clusters Score -4399226 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -4399656.000000 Penalty: 5184.284668
	Iteration 6Q: 3 clusters Score -4399656 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -4400134.000000 Penalty: 5184.284668
	Iteration 7Q: 3 clusters Score -4400134 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -4400778.500000 Penalty: 5184.284668
	Iteration 8Q: 3 clusters Score -4400778 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -4401613.000000 Penalty: 5184.284668
	Iteration 9Q: 3 clusters Score -4401613 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -4402854.000000 Penalty: 5184.284668
	Iteration 10F: 3 clusters Score -4402854 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -4404348.000000 Penalty: 5184.284668
	Iteration 11F: 3 clusters Score -4404348 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -4406022.000000 Penalty: 5184.284668
	Iteration 12F: 3 clusters Score -4406022 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -4407454.000000 Penalty: 5184.284668
	Iteration 13F: 3 clusters Score -4407454 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -4408462.500000 Penalty: 5184.284668
	Iteration 14Q: 3 clusters Score -4408462 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -4409106.000000 Penalty: 5184.284668
	Iteration 15Q: 3 clusters Score -4409106 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -4409526.500000 Penalty: 5184.284668
	Iteration 16Q: 3 clusters Score -4409526 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -4409807.500000 Penalty: 5184.284668
	Iteration 17Q: 3 clusters Score -4409808 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -4409974.000000 Penalty: 5184.284668
	Iteration 18Q: 3 clusters Score -4409974 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -4410111.500000 Penalty: 5184.284668
	Iteration 19Q: 3 clusters Score -4410112 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -4410223.500000 Penalty: 5184.284668
	Iteration 20F: 3 clusters Score -4410224 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -4410313.000000 Penalty: 5184.284668
	Iteration 21Q: 3 clusters Score -4410313 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -4410376.000000 Penalty: 5184.284668
	Iteration 22Q: 3 clusters Score -4410376 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -4410434.000000 Penalty: 5184.284668
	Iteration 23Q: 3 clusters Score -4410434 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -4410473.500000 Penalty: 5184.284668
	Iteration 24Q: 3 clusters Score -4410474 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -4410513.500000 Penalty: 5184.284668
	Iteration 25Q: 3 clusters Score -4410514 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4410536.000000 Penalty: 5184.284668
	Iteration 26Q: 3 clusters Score -4410536 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4410580.500000 Penalty: 5184.284668
	Iteration 27Q: 3 clusters Score -4410580 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4410605.000000 Penalty: 5184.284668
	Iteration 28Q: 3 clusters Score -4410605 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4410631.000000 Penalty: 5184.284668
	Iteration 29Q: 3 clusters Score -4410631 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4410654.000000 Penalty: 5184.284668
	Iteration 30Q: 3 clusters Score -4410654 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4410666.000000 Penalty: 5184.284668
	Iteration 31Q: 3 clusters Score -4410666 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4410691.500000 Penalty: 5184.284668
	Iteration 32Q: 3 clusters Score -4410692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4410712.000000 Penalty: 5184.284668
	Iteration 33Q: 3 clusters Score -4410712 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4410730.500000 Penalty: 5184.284668
	Iteration 34Q: 3 clusters Score -4410730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4410751.500000 Penalty: 5184.284668
	Iteration 35Q: 3 clusters Score -4410752 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4410761.500000 Penalty: 5184.284668
	Iteration 36Q: 3 clusters Score -4410762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4410776.500000 Penalty: 5184.284668
	Iteration 37Q: 3 clusters Score -4410776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4410774.000000 Penalty: 5184.284668
	Iteration 38Q: 3 clusters Score -4410774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4410790.000000 Penalty: 5184.284668
	Iteration 39Q: 3 clusters Score -4410790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4410817.000000 Penalty: 5184.284668
	Iteration 40F: 3 clusters Score -4410817 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4410819.000000 Penalty: 5184.284668
	Iteration 41Q: 3 clusters Score -4410819 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4410838.000000 Penalty: 5184.284668
	Iteration 42Q: 3 clusters Score -4410838 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4410853.500000 Penalty: 5184.284668
	Iteration 43Q: 3 clusters Score -4410854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4410873.500000 Penalty: 5184.284668
	Iteration 44Q: 3 clusters Score -4410874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4410877.000000 Penalty: 5184.284668
	Iteration 45Q: 3 clusters Score -4410877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4410896.500000 Penalty: 5184.284668
	Iteration 46Q: 3 clusters Score -4410896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4410896.500000 Penalty: 5184.284668
	Iteration 47Q: 3 clusters Score -4410896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4410895.500000 Penalty: 5184.284668
	Iteration 48Q: 3 clusters Score -4410896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4410903.000000 Penalty: 5184.284668
	Iteration 49Q: 3 clusters Score -4410903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4410909.000000 Penalty: 5184.284668
	Iteration 50Q: 3 clusters Score -4410909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4410916.000000 Penalty: 5184.284668
	Iteration 51Q: 3 clusters Score -4410916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4410922.000000 Penalty: 5184.284668
	Iteration 52Q: 3 clusters Score -4410922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4410932.000000 Penalty: 5184.284668
	Iteration 53Q: 3 clusters Score -4410932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4410934.500000 Penalty: 5184.284668
	Iteration 54Q: 3 clusters Score -4410934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4410941.500000 Penalty: 5184.284668
	Iteration 55Q: 3 clusters Score -4410942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4410952.000000 Penalty: 5184.284668
	Iteration 56Q: 3 clusters Score -4410952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4410954.500000 Penalty: 5184.284668
	Iteration 57Q: 3 clusters Score -4410954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4410961.500000 Penalty: 5184.284668
	Iteration 58Q: 3 clusters Score -4410962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4410962.000000 Penalty: 5184.284668
	Iteration 59Q: 3 clusters Score -4410962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4410958.500000 Penalty: 5184.284668
	Iteration 60F: 3 clusters Score -4410958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4410956.000000 Penalty: 5184.284668
	Iteration 61Q: 3 clusters Score -4410956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4410961.500000 Penalty: 5184.284668
	Iteration 62Q: 3 clusters Score -4410962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4410967.000000 Penalty: 5184.284668
	Iteration 63Q: 3 clusters Score -4410967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4410971.000000 Penalty: 5184.284668
	Iteration 64Q: 3 clusters Score -4410971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4410976.500000 Penalty: 5184.284668
	Iteration 65Q: 3 clusters Score -4410976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4410981.500000 Penalty: 5184.284668
	Iteration 66Q: 3 clusters Score -4410982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4410982.500000 Penalty: 5184.284668
	Iteration 67Q: 3 clusters Score -4410982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4410980.000000 Penalty: 5184.284668
	Iteration 68Q: 3 clusters Score -4410980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4410980.500000 Penalty: 5184.284668
	Iteration 69Q: 3 clusters Score -4410980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4410980.500000 Penalty: 5184.284668
	Iteration 70Q: 3 clusters Score -4410980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4410979.000000 Penalty: 5184.284668
	Iteration 71Q: 3 clusters Score -4410979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4410979.000000 Penalty: 5184.284668
	Iteration 72F: 3 clusters Score -4410979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -52417.074219 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -52417.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50920.980469 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -50920.98 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51144.902344 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -51144.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51248.796875 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -51248.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51366.703125 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -51366.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51444.289062 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -51444.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51526.582031 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -51526.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -51643.433594 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -51643.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51705.113281 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -51705.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51752.414062 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -51752.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51824.703125 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -51824.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51951.992188 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -51951.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52051.707031 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -52051.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52086.339844 Penalty: 3097.106689
	Iteration 12Q: 3 clusters Score -52086.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -52112.613281 Penalty: 3097.106689
	Iteration 13Q: 3 clusters Score -52112.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -52134.187500 Penalty: 3097.106689
	Iteration 14Q: 3 clusters Score -52134.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -52167.710938 Penalty: 3097.106689
	Iteration 15Q: 3 clusters Score -52167.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52208.933594 Penalty: 3097.106689
	Iteration 16Q: 3 clusters Score -52208.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52231.847656 Penalty: 3097.106689
	Iteration 17Q: 3 clusters Score -52231.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52252.968750 Penalty: 3097.106689
	Iteration 18Q: 3 clusters Score -52252.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -52278.164062 Penalty: 3097.106689
	Iteration 19Q: 3 clusters Score -52278.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52312.363281 Penalty: 3097.106689
	Iteration 20F: 3 clusters Score -52312.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -52376.269531 Penalty: 3097.106689
	Iteration 21Q: 3 clusters Score -52376.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52500.894531 Penalty: 3097.106689
	Iteration 22Q: 3 clusters Score -52500.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -52619.304688 Penalty: 3097.106689
	Iteration 23Q: 3 clusters Score -52619.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -52652.988281 Penalty: 3097.106689
	Iteration 24Q: 3 clusters Score -52652.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -52728.917969 Penalty: 3097.106689
	Iteration 25Q: 3 clusters Score -52728.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -52827.859375 Penalty: 3097.106689
	Iteration 26Q: 3 clusters Score -52827.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53043.570312 Penalty: 3097.106689
	Iteration 27Q: 3 clusters Score -53043.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53043.570312 Penalty: 3097.106689
	Iteration 28F: 3 clusters Score -53043.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 50564 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4680 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 106990 members 
Mstep: Class 9 contains 299005 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46956 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59486 members 
Mstep: Class 14 contains 181420 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34620 members 
Mstep: Class 17 contains 218 members 
Mstep: Class 18 contains 120873 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40044 members 
Mstep: Class 22 contains 297 members 
Entering Unmasked Estep 
Score: -119295728.000000 Penalty: 75182.937500
Splitting cluster 17 changes total score from -119296904.000000 to -119295728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (120873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120873 members 
Entering Unmasked Estep 
Score: -15267701.000000 Penalty: 2902.218994
	Iteration 0F: 2 clusters Score -1.52677e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60216 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
Score: -15186658.000000 Penalty: 5804.437988
	Iteration 0F: 3 clusters Score -1.518666e+07 nChanged 57612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -15220039.000000 Penalty: 5804.437988
	Iteration 1F: 3 clusters Score -1.522004e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56632 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -15220993.000000 Penalty: 5804.437988
	Iteration 2Q: 3 clusters Score -1.522099e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -15222262.000000 Penalty: 5804.437988
	Iteration 3Q: 3 clusters Score -1.522226e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 70200 members 
Entering Unmasked Estep 
Score: -15224161.000000 Penalty: 5804.437988
	Iteration 4Q: 3 clusters Score -1.522416e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 75297 members 
Entering Unmasked Estep 
Score: -15227211.000000 Penalty: 5804.437988
	Iteration 5F: 3 clusters Score -1.522721e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 82249 members 
Entering Unmasked Estep 
Score: -15232260.000000 Penalty: 5804.437988
	Iteration 6F: 3 clusters Score -1.523226e+07 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 90710 members 
Entering Unmasked Estep 
Score: -15239680.000000 Penalty: 5804.437988
	Iteration 7F: 3 clusters Score -1.523968e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 99400 members 
Entering Unmasked Estep 
Score: -15248000.000000 Penalty: 5804.437988
	Iteration 8F: 3 clusters Score -1.5248e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 106213 members 
Entering Unmasked Estep 
Score: -15254509.000000 Penalty: 5804.437988
	Iteration 9F: 3 clusters Score -1.525451e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 110751 members 
Entering Unmasked Estep 
Score: -15258544.000000 Penalty: 5804.437988
	Iteration 10Q: 3 clusters Score -1.525854e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 113596 members 
Entering Unmasked Estep 
Score: -15260999.000000 Penalty: 5804.437988
	Iteration 11Q: 3 clusters Score -1.5261e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 115483 members 
Entering Unmasked Estep 
Score: -15262489.000000 Penalty: 5804.437988
	Iteration 12Q: 3 clusters Score -1.526249e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 116736 members 
Entering Unmasked Estep 
Score: -15263431.000000 Penalty: 5804.437988
	Iteration 13Q: 3 clusters Score -1.526343e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 117580 members 
Entering Unmasked Estep 
Score: -15263996.000000 Penalty: 5804.437988
	Iteration 14Q: 3 clusters Score -1.5264e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 118168 members 
Entering Unmasked Estep 
Score: -15264429.000000 Penalty: 5804.437988
	Iteration 15Q: 3 clusters Score -1.526443e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 118600 members 
Entering Unmasked Estep 
Score: -15264709.000000 Penalty: 5804.437988
	Iteration 16Q: 3 clusters Score -1.526471e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 118897 members 
Entering Unmasked Estep 
Score: -15264828.000000 Penalty: 5804.437988
	Iteration 17Q: 3 clusters Score -1.526483e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 119090 members 
Entering Unmasked Estep 
Score: -15264885.000000 Penalty: 5804.437988
	Iteration 18Q: 3 clusters Score -1.526488e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 119234 members 
Entering Unmasked Estep 
Score: -15264986.000000 Penalty: 5804.437988
	Iteration 19Q: 3 clusters Score -1.526499e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 119345 members 
Entering Unmasked Estep 
Score: -15265096.000000 Penalty: 5804.437988
	Iteration 20F: 3 clusters Score -1.52651e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 119439 members 
Entering Unmasked Estep 
Score: -15265129.000000 Penalty: 5804.437988
	Iteration 21Q: 3 clusters Score -1.526513e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 119512 members 
Entering Unmasked Estep 
Score: -15265194.000000 Penalty: 5804.437988
	Iteration 22Q: 3 clusters Score -1.526519e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 119569 members 
Entering Unmasked Estep 
Score: -15265220.000000 Penalty: 5804.437988
	Iteration 23Q: 3 clusters Score -1.526522e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 119624 members 
Entering Unmasked Estep 
Score: -15265253.000000 Penalty: 5804.437988
	Iteration 24Q: 3 clusters Score -1.526525e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 119685 members 
Entering Unmasked Estep 
Score: -15265292.000000 Penalty: 5804.437988
	Iteration 25Q: 3 clusters Score -1.526529e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 119726 members 
Entering Unmasked Estep 
Score: -15265328.000000 Penalty: 5804.437988
	Iteration 26Q: 3 clusters Score -1.526533e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 119750 members 
Entering Unmasked Estep 
Score: -15265343.000000 Penalty: 5804.437988
	Iteration 27Q: 3 clusters Score -1.526534e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 119765 members 
Entering Unmasked Estep 
Score: -15265362.000000 Penalty: 5804.437988
	Iteration 28Q: 3 clusters Score -1.526536e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 119778 members 
Entering Unmasked Estep 
Score: -15265362.000000 Penalty: 5804.437988
	Iteration 29Q: 3 clusters Score -1.526536e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 119791 members 
Entering Unmasked Estep 
Score: -15265378.000000 Penalty: 5804.437988
	Iteration 30Q: 3 clusters Score -1.526538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 119801 members 
Entering Unmasked Estep 
Score: -15265375.000000 Penalty: 5804.437988
	Iteration 31Q: 3 clusters Score -1.526538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 119808 members 
Entering Unmasked Estep 
Score: -15265385.000000 Penalty: 5804.437988
	Iteration 32Q: 3 clusters Score -1.526538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 119811 members 
Entering Unmasked Estep 
Score: -15265391.000000 Penalty: 5804.437988
	Iteration 33Q: 3 clusters Score -1.526539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 119813 members 
Entering Unmasked Estep 
Score: -15265391.000000 Penalty: 5804.437988
	Iteration 34Q: 3 clusters Score -1.526539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 119814 members 
Entering Unmasked Estep 
Score: -15265390.000000 Penalty: 5804.437988
	Iteration 35Q: 3 clusters Score -1.526539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 119814 members 
Entering Unmasked Estep 
Score: -15265390.000000 Penalty: 5804.437988
	Iteration 36F: 3 clusters Score -1.526539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -55095.140625 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -55095.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53542.738281 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -53542.74 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -53729.453125 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -53729.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -53846.070312 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -53846.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53975.492188 Penalty: 3110.410156
	Iteration 3Q: 3 clusters Score -53975.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -54325.542969 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -54325.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -54455.410156 Penalty: 3110.410156
	Iteration 5F: 3 clusters Score -54455.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54547.109375 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -54547.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54600.281250 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -54600.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -54675.691406 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -54675.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -54776.343750 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -54776.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -54872.828125 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -54872.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -54957.511719 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -54957.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -54984.644531 Penalty: 3110.410156
	Iteration 12Q: 3 clusters Score -54984.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -55032.632812 Penalty: 3110.410156
	Iteration 13Q: 3 clusters Score -55032.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -55121.289062 Penalty: 3110.410156
	Iteration 14Q: 3 clusters Score -55121.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -55258.613281 Penalty: 3110.410156
	Iteration 15Q: 3 clusters Score -55258.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -55334.015625 Penalty: 3110.410156
	Iteration 16Q: 3 clusters Score -55334.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -55362.531250 Penalty: 3110.410156
	Iteration 17Q: 3 clusters Score -55362.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -55378.648438 Penalty: 3110.410156
	Iteration 18Q: 3 clusters Score -55378.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -55382.457031 Penalty: 3110.410156
	Iteration 19Q: 3 clusters Score -55382.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -55390.941406 Penalty: 3110.410156
	Iteration 20F: 3 clusters Score -55390.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -55414.179688 Penalty: 3110.410156
	Iteration 21Q: 3 clusters Score -55414.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -55524.175781 Penalty: 3110.410156
	Iteration 22Q: 3 clusters Score -55524.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -55547.785156 Penalty: 3110.410156
	Iteration 23Q: 3 clusters Score -55547.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -55547.785156 Penalty: 3110.410156
	Iteration 24F: 3 clusters Score -55547.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 50564 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4680 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 106990 members 
Mstep: Class 9 contains 299005 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46956 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59486 members 
Mstep: Class 14 contains 181420 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34620 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120873 members 
Mstep: Class 19 contains 173 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40044 members 
Mstep: Class 22 contains 356 members 
Entering Unmasked Estep 
Score: -119295376.000000 Penalty: 75182.937500
Splitting cluster 19 changes total score from -119296904.000000 to -119295376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -13928.078125 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -13928.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12923.478516 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -12923.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13000.583008 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -13000.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13040.463867 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -13040.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13048.385742 Penalty: 2514.176514
	Iteration 3Q: 3 clusters Score -13048.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13048.385742 Penalty: 2514.176514
	Iteration 4F: 3 clusters Score -13048.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Entering Unmasked Estep 
Score: -5100000.000000 Penalty: 2628.238037
	Iteration 0F: 2 clusters Score -5100000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -5072855.500000 Penalty: 5256.476074
	Iteration 0F: 3 clusters Score -5072856 nChanged 18473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -5083129.000000 Penalty: 5256.476074
	Iteration 1F: 3 clusters Score -5083129 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -5083923.500000 Penalty: 5256.476074
	Iteration 2Q: 3 clusters Score -5083924 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -5084928.000000 Penalty: 5256.476074
	Iteration 3F: 3 clusters Score -5084928 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -5086171.500000 Penalty: 5256.476074
	Iteration 4F: 3 clusters Score -5086172 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -5087854.000000 Penalty: 5256.476074
	Iteration 5F: 3 clusters Score -5087854 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -5089891.500000 Penalty: 5256.476074
	Iteration 6F: 3 clusters Score -5089892 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -5092069.500000 Penalty: 5256.476074
	Iteration 7F: 3 clusters Score -5092070 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -5093638.000000 Penalty: 5256.476074
	Iteration 8F: 3 clusters Score -5093638 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -5094443.000000 Penalty: 5256.476074
	Iteration 9Q: 3 clusters Score -5094443 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -5094816.500000 Penalty: 5256.476074
	Iteration 10Q: 3 clusters Score -5094816 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -5095031.000000 Penalty: 5256.476074
	Iteration 11Q: 3 clusters Score -5095031 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -5095225.500000 Penalty: 5256.476074
	Iteration 12Q: 3 clusters Score -5095226 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -5095416.500000 Penalty: 5256.476074
	Iteration 13Q: 3 clusters Score -5095416 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -5095552.500000 Penalty: 5256.476074
	Iteration 14Q: 3 clusters Score -5095552 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -5095673.000000 Penalty: 5256.476074
	Iteration 15Q: 3 clusters Score -5095673 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -5095820.500000 Penalty: 5256.476074
	Iteration 16Q: 3 clusters Score -5095820 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -5095991.500000 Penalty: 5256.476074
	Iteration 17Q: 3 clusters Score -5095992 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -5096127.500000 Penalty: 5256.476074
	Iteration 18Q: 3 clusters Score -5096128 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -5096264.000000 Penalty: 5256.476074
	Iteration 19Q: 3 clusters Score -5096264 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -5096414.000000 Penalty: 5256.476074
	Iteration 20F: 3 clusters Score -5096414 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -5096523.500000 Penalty: 5256.476074
	Iteration 21Q: 3 clusters Score -5096524 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -5096652.000000 Penalty: 5256.476074
	Iteration 22Q: 3 clusters Score -5096652 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -5096792.500000 Penalty: 5256.476074
	Iteration 23Q: 3 clusters Score -5096792 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -5096898.000000 Penalty: 5256.476074
	Iteration 24Q: 3 clusters Score -5096898 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -5097021.500000 Penalty: 5256.476074
	Iteration 25Q: 3 clusters Score -5097022 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -5097112.000000 Penalty: 5256.476074
	Iteration 26Q: 3 clusters Score -5097112 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -5097211.500000 Penalty: 5256.476074
	Iteration 27Q: 3 clusters Score -5097212 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -5097271.000000 Penalty: 5256.476074
	Iteration 28Q: 3 clusters Score -5097271 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -5097354.500000 Penalty: 5256.476074
	Iteration 29Q: 3 clusters Score -5097354 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -5097377.500000 Penalty: 5256.476074
	Iteration 30Q: 3 clusters Score -5097378 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -5097429.500000 Penalty: 5256.476074
	Iteration 31Q: 3 clusters Score -5097430 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -5097513.000000 Penalty: 5256.476074
	Iteration 32Q: 3 clusters Score -5097513 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -5097557.500000 Penalty: 5256.476074
	Iteration 33Q: 3 clusters Score -5097558 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -5097598.500000 Penalty: 5256.476074
	Iteration 34Q: 3 clusters Score -5097598 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -5097660.500000 Penalty: 5256.476074
	Iteration 35Q: 3 clusters Score -5097660 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -5097697.500000 Penalty: 5256.476074
	Iteration 36Q: 3 clusters Score -5097698 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -5097750.500000 Penalty: 5256.476074
	Iteration 37Q: 3 clusters Score -5097750 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -5097801.000000 Penalty: 5256.476074
	Iteration 38Q: 3 clusters Score -5097801 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -5097842.500000 Penalty: 5256.476074
	Iteration 39Q: 3 clusters Score -5097842 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -5097885.500000 Penalty: 5256.476074
	Iteration 40F: 3 clusters Score -5097886 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -5097925.000000 Penalty: 5256.476074
	Iteration 41Q: 3 clusters Score -5097925 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -5097939.500000 Penalty: 5256.476074
	Iteration 42Q: 3 clusters Score -5097940 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -5097988.000000 Penalty: 5256.476074
	Iteration 43Q: 3 clusters Score -5097988 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -5098002.500000 Penalty: 5256.476074
	Iteration 44Q: 3 clusters Score -5098002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -5098022.000000 Penalty: 5256.476074
	Iteration 45Q: 3 clusters Score -5098022 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -5098044.000000 Penalty: 5256.476074
	Iteration 46Q: 3 clusters Score -5098044 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -5098072.000000 Penalty: 5256.476074
	Iteration 47Q: 3 clusters Score -5098072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -5098077.000000 Penalty: 5256.476074
	Iteration 48Q: 3 clusters Score -5098077 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -5098093.500000 Penalty: 5256.476074
	Iteration 49Q: 3 clusters Score -5098094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -5098086.000000 Penalty: 5256.476074
	Iteration 50Q: 3 clusters Score -5098086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -5098085.000000 Penalty: 5256.476074
	Iteration 51Q: 3 clusters Score -5098085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -5098091.000000 Penalty: 5256.476074
	Iteration 52Q: 3 clusters Score -5098091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -5098100.500000 Penalty: 5256.476074
	Iteration 53Q: 3 clusters Score -5098100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -5098101.500000 Penalty: 5256.476074
	Iteration 54Q: 3 clusters Score -5098102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -5098108.000000 Penalty: 5256.476074
	Iteration 55Q: 3 clusters Score -5098108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -5098107.500000 Penalty: 5256.476074
	Iteration 56Q: 3 clusters Score -5098108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -5098113.500000 Penalty: 5256.476074
	Iteration 57Q: 3 clusters Score -5098114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -5098120.000000 Penalty: 5256.476074
	Iteration 58Q: 3 clusters Score -5098120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -5098138.000000 Penalty: 5256.476074
	Iteration 59Q: 3 clusters Score -5098138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -5098145.000000 Penalty: 5256.476074
	Iteration 60F: 3 clusters Score -5098145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -5098144.500000 Penalty: 5256.476074
	Iteration 61Q: 3 clusters Score -5098144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -5098144.000000 Penalty: 5256.476074
	Iteration 62Q: 3 clusters Score -5098144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -5098159.000000 Penalty: 5256.476074
	Iteration 63Q: 3 clusters Score -5098159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -5098153.500000 Penalty: 5256.476074
	Iteration 64Q: 3 clusters Score -5098154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -5098156.000000 Penalty: 5256.476074
	Iteration 65Q: 3 clusters Score -5098156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -5098163.500000 Penalty: 5256.476074
	Iteration 66Q: 3 clusters Score -5098164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -5098166.500000 Penalty: 5256.476074
	Iteration 67Q: 3 clusters Score -5098166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -5098171.000000 Penalty: 5256.476074
	Iteration 68Q: 3 clusters Score -5098171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -5098169.500000 Penalty: 5256.476074
	Iteration 69Q: 3 clusters Score -5098170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -5098171.000000 Penalty: 5256.476074
	Iteration 70Q: 3 clusters Score -5098171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -5098177.000000 Penalty: 5256.476074
	Iteration 71Q: 3 clusters Score -5098177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -5098181.500000 Penalty: 5256.476074
	Iteration 72Q: 3 clusters Score -5098182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -5098188.000000 Penalty: 5256.476074
	Iteration 73Q: 3 clusters Score -5098188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -5098191.500000 Penalty: 5256.476074
	Iteration 74Q: 3 clusters Score -5098192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -5098189.500000 Penalty: 5256.476074
	Iteration 75Q: 3 clusters Score -5098190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -5098191.000000 Penalty: 5256.476074
	Iteration 76Q: 3 clusters Score -5098191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -5098193.000000 Penalty: 5256.476074
	Iteration 77Q: 3 clusters Score -5098193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -5098192.500000 Penalty: 5256.476074
	Iteration 78Q: 3 clusters Score -5098192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -5098193.000000 Penalty: 5256.476074
	Iteration 79Q: 3 clusters Score -5098193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -5098194.000000 Penalty: 5256.476074
	Iteration 80F: 3 clusters Score -5098194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -5098196.500000 Penalty: 5256.476074
	Iteration 81Q: 3 clusters Score -5098196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -5098189.500000 Penalty: 5256.476074
	Iteration 82Q: 3 clusters Score -5098190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -5098192.500000 Penalty: 5256.476074
	Iteration 83Q: 3 clusters Score -5098192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -5098190.000000 Penalty: 5256.476074
	Iteration 84Q: 3 clusters Score -5098190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -5098188.500000 Penalty: 5256.476074
	Iteration 85Q: 3 clusters Score -5098188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -5098194.500000 Penalty: 5256.476074
	Iteration 86Q: 3 clusters Score -5098194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -5098191.000000 Penalty: 5256.476074
	Iteration 87Q: 3 clusters Score -5098191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -5098188.000000 Penalty: 5256.476074
	Iteration 88Q: 3 clusters Score -5098188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -5098189.500000 Penalty: 5256.476074
	Iteration 89Q: 3 clusters Score -5098190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -5098189.500000 Penalty: 5256.476074
	Iteration 90F: 3 clusters Score -5098190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 50564 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4680 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 106990 members 
Mstep: Class 9 contains 299005 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46956 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59486 members 
Mstep: Class 14 contains 181420 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34620 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120873 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296880.000000 Penalty: 71765.531250
Iteration 279Q: 22 clusters Score -1.192969e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 50559 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4687 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 106980 members 
Mstep: Class 9 contains 298927 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46961 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59510 members 
Mstep: Class 14 contains 181472 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34619 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120878 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40041 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 280F: 22 clusters Score -1.192968e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 50561 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4697 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 106958 members 
Mstep: Class 9 contains 298859 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46956 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59543 members 
Mstep: Class 14 contains 181538 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34614 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120879 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40027 members 
Entering Unmasked Estep 
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Iteration 281Q: 22 clusters Score -1.192971e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 50565 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4710 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 106954 members 
Mstep: Class 9 contains 298746 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46945 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59566 members 
Mstep: Class 14 contains 181643 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34608 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120875 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40019 members 
Entering Unmasked Estep 
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Iteration 282Q: 22 clusters Score -1.192972e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 50573 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4723 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 106943 members 
Mstep: Class 9 contains 298560 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46939 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59599 members 
Mstep: Class 14 contains 181794 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34601 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120885 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40014 members 
Entering Unmasked Estep 
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Iteration 283Q: 22 clusters Score -1.192969e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 50588 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4729 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 106957 members 
Mstep: Class 9 contains 298319 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46926 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59644 members 
Mstep: Class 14 contains 181951 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34601 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120897 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40013 members 
Entering Unmasked Estep 
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Iteration 284Q: 22 clusters Score -1.192972e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 50598 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4737 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 106976 members 
Mstep: Class 9 contains 298115 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46912 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59677 members 
Mstep: Class 14 contains 182112 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34603 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120872 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40020 members 
Entering Unmasked Estep 
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Iteration 285Q: 22 clusters Score -1.19297e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 50616 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4742 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 106967 members 
Mstep: Class 9 contains 297859 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46908 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59713 members 
Mstep: Class 14 contains 182331 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34601 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120870 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40016 members 
Entering Unmasked Estep 
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Iteration 286Q: 22 clusters Score -1.192965e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 50619 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4748 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 106962 members 
Mstep: Class 9 contains 297565 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46906 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59768 members 
Mstep: Class 14 contains 182554 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 34599 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120893 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40009 members 
Entering Unmasked Estep 
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Score: -119296560.000000 Penalty: 71765.531250
Iteration 287Q: 22 clusters Score -1.192966e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 50619 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4756 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 106971 members 
Mstep: Class 9 contains 297240 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46895 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59815 members 
Mstep: Class 14 contains 182847 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34591 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120897 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296544.000000 Penalty: 71765.531250
Iteration 288Q: 22 clusters Score -1.192965e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 50623 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4763 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 106985 members 
Mstep: Class 9 contains 296841 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46904 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59867 members 
Mstep: Class 14 contains 183163 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34580 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120913 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296848.000000 Penalty: 71765.531250
Iteration 289Q: 22 clusters Score -1.192968e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 50634 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4767 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 107021 members 
Mstep: Class 9 contains 296452 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46916 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59919 members 
Mstep: Class 14 contains 183420 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34579 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120949 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296912.000000 Penalty: 71765.531250
Iteration 290Q: 22 clusters Score -1.192969e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 50662 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4769 members 
Mstep: Class 7 contains 525 members 
Mstep: Class 8 contains 107003 members 
Mstep: Class 9 contains 296084 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46920 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 59976 members 
Mstep: Class 14 contains 183688 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34580 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120973 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296952.000000 Penalty: 71765.531250
Iteration 291Q: 22 clusters Score -1.19297e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 50678 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4771 members 
Mstep: Class 7 contains 525 members 
Mstep: Class 8 contains 106995 members 
Mstep: Class 9 contains 295748 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46919 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 60037 members 
Mstep: Class 14 contains 183945 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34585 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120977 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297008.000000 Penalty: 71765.531250
Iteration 292Q: 22 clusters Score -1.19297e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 50683 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4772 members 
Mstep: Class 7 contains 525 members 
Mstep: Class 8 contains 106994 members 
Mstep: Class 9 contains 295426 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46916 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 60090 members 
Mstep: Class 14 contains 184178 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34585 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120977 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297008.000000 Penalty: 71765.531250
Iteration 293Q: 22 clusters Score -1.19297e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 50703 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4774 members 
Mstep: Class 7 contains 525 members 
Mstep: Class 8 contains 107003 members 
Mstep: Class 9 contains 295157 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46919 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 60141 members 
Mstep: Class 14 contains 184387 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34592 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120945 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39987 members 
Entering Unmasked Estep 
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Score: -119297112.000000 Penalty: 71765.531250
Iteration 294Q: 22 clusters Score -1.192971e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 50734 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4778 members 
Mstep: Class 7 contains 525 members 
Mstep: Class 8 contains 106978 members 
Mstep: Class 9 contains 294883 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46931 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 60201 members 
Mstep: Class 14 contains 184586 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34604 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120915 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39991 members 
Entering Unmasked Estep 
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Iteration 295Q: 22 clusters Score -1.19297e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 50747 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4780 members 
Mstep: Class 7 contains 525 members 
Mstep: Class 8 contains 106973 members 
Mstep: Class 9 contains 294587 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46952 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 60277 members 
Mstep: Class 14 contains 184822 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34605 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120874 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39988 members 
Entering Unmasked Estep 
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Iteration 296Q: 22 clusters Score -1.192971e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 50754 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 525 members 
Mstep: Class 8 contains 106949 members 
Mstep: Class 9 contains 294288 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 46972 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 60342 members 
Mstep: Class 14 contains 185075 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34601 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120852 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39987 members 
Entering Unmasked Estep 
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Score: -119297088.000000 Penalty: 71765.531250
Iteration 297Q: 22 clusters Score -1.192971e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 50758 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 525 members 
Mstep: Class 8 contains 106937 members 
Mstep: Class 9 contains 293957 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47006 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 60404 members 
Mstep: Class 14 contains 185346 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34603 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120816 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39991 members 
Entering Unmasked Estep 
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Score: -119297184.000000 Penalty: 71765.531250
Iteration 298Q: 22 clusters Score -1.192972e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 50760 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 525 members 
Mstep: Class 8 contains 106954 members 
Mstep: Class 9 contains 293616 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47028 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 60471 members 
Mstep: Class 14 contains 185619 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34582 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120784 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39996 members 
Entering Unmasked Estep 
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Iteration 299Q: 22 clusters Score -1.192971e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 50757 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4787 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 106979 members 
Mstep: Class 9 contains 293304 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47035 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 60533 members 
Mstep: Class 14 contains 185884 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34566 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120743 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297184.000000 Penalty: 71765.531250
Iteration 300F: 22 clusters Score -1.192972e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 50757 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4790 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 106998 members 
Mstep: Class 9 contains 292965 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47064 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 60584 members 
Mstep: Class 14 contains 186133 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34563 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120717 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297136.000000 Penalty: 71765.531250
Iteration 301Q: 22 clusters Score -1.192971e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 50771 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4792 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 107054 members 
Mstep: Class 9 contains 292570 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47087 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 60636 members 
Mstep: Class 14 contains 186367 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34559 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120726 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296888.000000 Penalty: 71765.531250
Iteration 302Q: 22 clusters Score -1.192969e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 50799 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 107087 members 
Mstep: Class 9 contains 292227 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47092 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 60694 members 
Mstep: Class 14 contains 186599 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34553 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120694 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296896.000000 Penalty: 71765.531250
Iteration 303Q: 22 clusters Score -1.192969e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 50820 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4798 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 107133 members 
Mstep: Class 9 contains 291870 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47105 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 60751 members 
Mstep: Class 14 contains 186846 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34540 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120670 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297072.000000 Penalty: 71765.531250
Iteration 304Q: 22 clusters Score -1.192971e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 50834 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4804 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 107193 members 
Mstep: Class 9 contains 291561 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47118 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 60822 members 
Mstep: Class 14 contains 187076 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34522 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120607 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297120.000000 Penalty: 71765.531250
Iteration 305Q: 22 clusters Score -1.192971e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 50858 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4811 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 107245 members 
Mstep: Class 9 contains 291283 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47136 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 60866 members 
Mstep: Class 14 contains 187280 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34489 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120572 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297160.000000 Penalty: 71765.531250
Iteration 306Q: 22 clusters Score -1.192972e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 50861 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4821 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 107311 members 
Mstep: Class 9 contains 290978 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47140 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 60926 members 
Mstep: Class 14 contains 187494 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34474 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120548 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297264.000000 Penalty: 71765.531250
Iteration 307Q: 22 clusters Score -1.192973e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 50868 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4831 members 
Mstep: Class 7 contains 525 members 
Mstep: Class 8 contains 107372 members 
Mstep: Class 9 contains 290686 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47151 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 60993 members 
Mstep: Class 14 contains 187712 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34445 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120508 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297488.000000 Penalty: 71765.531250
Iteration 308Q: 22 clusters Score -1.192975e+08 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 50875 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4842 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 107435 members 
Mstep: Class 9 contains 290402 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47158 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 61071 members 
Mstep: Class 14 contains 187911 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34427 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120456 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297400.000000 Penalty: 71765.531250
Iteration 309Q: 22 clusters Score -1.192974e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 50863 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4852 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 107523 members 
Mstep: Class 9 contains 290143 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47168 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 61141 members 
Mstep: Class 14 contains 188099 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34404 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120399 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297592.000000 Penalty: 71765.531250
Iteration 310Q: 22 clusters Score -1.192976e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 50855 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4861 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 107591 members 
Mstep: Class 9 contains 289844 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47169 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 61212 members 
Mstep: Class 14 contains 188316 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34398 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120353 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297632.000000 Penalty: 71765.531250
Iteration 311Q: 22 clusters Score -1.192976e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 50850 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 107643 members 
Mstep: Class 9 contains 289512 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47170 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 61276 members 
Mstep: Class 14 contains 188565 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34393 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120319 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297592.000000 Penalty: 71765.531250
Iteration 312Q: 22 clusters Score -1.192976e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 50841 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4886 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 107687 members 
Mstep: Class 9 contains 289138 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47173 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 61349 members 
Mstep: Class 14 contains 188851 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34401 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120268 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297664.000000 Penalty: 71765.531250
Iteration 313Q: 22 clusters Score -1.192977e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 50837 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4896 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 107735 members 
Mstep: Class 9 contains 288826 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47171 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 61422 members 
Mstep: Class 14 contains 189071 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34395 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120230 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297536.000000 Penalty: 71765.531250
Iteration 314Q: 22 clusters Score -1.192975e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 50832 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1744 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4908 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 107743 members 
Mstep: Class 9 contains 288539 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47191 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 61471 members 
Mstep: Class 14 contains 189329 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34387 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120178 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297720.000000 Penalty: 71765.531250
Iteration 315Q: 22 clusters Score -1.192977e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 50830 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4916 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 107773 members 
Mstep: Class 9 contains 288214 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47189 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 61531 members 
Mstep: Class 14 contains 189598 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34386 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120144 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297696.000000 Penalty: 71765.531250
Iteration 316Q: 22 clusters Score -1.192977e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 50839 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4923 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 107822 members 
Mstep: Class 9 contains 287899 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47180 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 61583 members 
Mstep: Class 14 contains 189853 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34374 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120104 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297712.000000 Penalty: 71765.531250
Iteration 317Q: 22 clusters Score -1.192977e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 50839 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4928 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 107861 members 
Mstep: Class 9 contains 287550 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47183 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 61644 members 
Mstep: Class 14 contains 190122 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34376 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120075 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297648.000000 Penalty: 71765.531250
Iteration 318Q: 22 clusters Score -1.192976e+08 nChanged 1250
Entering ConstructFrom: 
Score: -119297648.000000 Penalty: 71765.531250
Entering ConstructFrom: 
Trying to split cluster 1 (11684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Entering Unmasked Estep 
Score: -1387925.250000 Penalty: 2322.761963
	Iteration 0F: 2 clusters Score -1387925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1379188.500000 Penalty: 4645.523926
	Iteration 0F: 3 clusters Score -1379188 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1382063.750000 Penalty: 4645.523926
	Iteration 1F: 3 clusters Score -1382064 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1382630.000000 Penalty: 4645.523926
	Iteration 2F: 3 clusters Score -1382630 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1383266.625000 Penalty: 4645.523926
	Iteration 3F: 3 clusters Score -1383267 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1384045.125000 Penalty: 4645.523926
	Iteration 4F: 3 clusters Score -1384045 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1384864.875000 Penalty: 4645.523926
	Iteration 5F: 3 clusters Score -1384865 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1385516.375000 Penalty: 4645.523926
	Iteration 6F: 3 clusters Score -1385516 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1385976.500000 Penalty: 4645.523926
	Iteration 7F: 3 clusters Score -1385976 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1386321.375000 Penalty: 4645.523926
	Iteration 8Q: 3 clusters Score -1386321 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1386576.375000 Penalty: 4645.523926
	Iteration 9Q: 3 clusters Score -1386576 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1386760.750000 Penalty: 4645.523926
	Iteration 10Q: 3 clusters Score -1386761 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1386911.625000 Penalty: 4645.523926
	Iteration 11Q: 3 clusters Score -1386912 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1387029.875000 Penalty: 4645.523926
	Iteration 12Q: 3 clusters Score -1387030 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1387137.125000 Penalty: 4645.523926
	Iteration 13Q: 3 clusters Score -1387137 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1387221.625000 Penalty: 4645.523926
	Iteration 14Q: 3 clusters Score -1387222 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1387294.750000 Penalty: 4645.523926
	Iteration 15Q: 3 clusters Score -1387295 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1387385.000000 Penalty: 4645.523926
	Iteration 16Q: 3 clusters Score -1387385 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1387441.250000 Penalty: 4645.523926
	Iteration 17Q: 3 clusters Score -1387441 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1387488.125000 Penalty: 4645.523926
	Iteration 18Q: 3 clusters Score -1387488 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1387513.500000 Penalty: 4645.523926
	Iteration 19Q: 3 clusters Score -1387514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1387553.250000 Penalty: 4645.523926
	Iteration 20F: 3 clusters Score -1387553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1387591.500000 Penalty: 4645.523926
	Iteration 21Q: 3 clusters Score -1387592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1387617.750000 Penalty: 4645.523926
	Iteration 22Q: 3 clusters Score -1387618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1387631.125000 Penalty: 4645.523926
	Iteration 23Q: 3 clusters Score -1387631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1387646.000000 Penalty: 4645.523926
	Iteration 24Q: 3 clusters Score -1387646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1387658.625000 Penalty: 4645.523926
	Iteration 25Q: 3 clusters Score -1387659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1387672.000000 Penalty: 4645.523926
	Iteration 26Q: 3 clusters Score -1387672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1387684.875000 Penalty: 4645.523926
	Iteration 27Q: 3 clusters Score -1387685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1387691.875000 Penalty: 4645.523926
	Iteration 28Q: 3 clusters Score -1387692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1387697.750000 Penalty: 4645.523926
	Iteration 29Q: 3 clusters Score -1387698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1387703.000000 Penalty: 4645.523926
	Iteration 30Q: 3 clusters Score -1387703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1387708.000000 Penalty: 4645.523926
	Iteration 31Q: 3 clusters Score -1387708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1387713.000000 Penalty: 4645.523926
	Iteration 32Q: 3 clusters Score -1387713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1387716.000000 Penalty: 4645.523926
	Iteration 33Q: 3 clusters Score -1387716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1387714.500000 Penalty: 4645.523926
	Iteration 34Q: 3 clusters Score -1387714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1387715.375000 Penalty: 4645.523926
	Iteration 35Q: 3 clusters Score -1387715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1387715.375000 Penalty: 4645.523926
	Iteration 36F: 3 clusters Score -1387715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Entering Unmasked Estep 
Score: -6478040.500000 Penalty: 2687.368652
	Iteration 0F: 2 clusters Score -6478040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -6443861.000000 Penalty: 5374.737305
	Iteration 0F: 3 clusters Score -6443861 nChanged 23473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -6456568.500000 Penalty: 5374.737305
	Iteration 1F: 3 clusters Score -6456568 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -6457009.000000 Penalty: 5374.737305
	Iteration 2Q: 3 clusters Score -6457009 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -6457438.500000 Penalty: 5374.737305
	Iteration 3Q: 3 clusters Score -6457438 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -6457832.000000 Penalty: 5374.737305
	Iteration 4Q: 3 clusters Score -6457832 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -6458216.500000 Penalty: 5374.737305
	Iteration 5Q: 3 clusters Score -6458216 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -6458589.000000 Penalty: 5374.737305
	Iteration 6Q: 3 clusters Score -6458589 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -6459050.500000 Penalty: 5374.737305
	Iteration 7Q: 3 clusters Score -6459050 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -6459590.000000 Penalty: 5374.737305
	Iteration 8Q: 3 clusters Score -6459590 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -6460106.500000 Penalty: 5374.737305
	Iteration 9Q: 3 clusters Score -6460106 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -6460791.000000 Penalty: 5374.737305
	Iteration 10Q: 3 clusters Score -6460791 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -6461783.500000 Penalty: 5374.737305
	Iteration 11Q: 3 clusters Score -6461784 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -6463260.500000 Penalty: 5374.737305
	Iteration 12Q: 3 clusters Score -6463260 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -6465456.500000 Penalty: 5374.737305
	Iteration 13F: 3 clusters Score -6465456 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -6467920.000000 Penalty: 5374.737305
	Iteration 14F: 3 clusters Score -6467920 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -6470000.500000 Penalty: 5374.737305
	Iteration 15F: 3 clusters Score -6470000 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -6471178.000000 Penalty: 5374.737305
	Iteration 16Q: 3 clusters Score -6471178 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -6471710.000000 Penalty: 5374.737305
	Iteration 17Q: 3 clusters Score -6471710 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -6472088.500000 Penalty: 5374.737305
	Iteration 18Q: 3 clusters Score -6472088 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -6472396.000000 Penalty: 5374.737305
	Iteration 19Q: 3 clusters Score -6472396 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -6472740.000000 Penalty: 5374.737305
	Iteration 20F: 3 clusters Score -6472740 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -6473088.000000 Penalty: 5374.737305
	Iteration 21Q: 3 clusters Score -6473088 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -6473382.000000 Penalty: 5374.737305
	Iteration 22Q: 3 clusters Score -6473382 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -6473661.500000 Penalty: 5374.737305
	Iteration 23Q: 3 clusters Score -6473662 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -6473947.500000 Penalty: 5374.737305
	Iteration 24Q: 3 clusters Score -6473948 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -6474206.500000 Penalty: 5374.737305
	Iteration 25Q: 3 clusters Score -6474206 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -6474444.000000 Penalty: 5374.737305
	Iteration 26Q: 3 clusters Score -6474444 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -6474711.000000 Penalty: 5374.737305
	Iteration 27Q: 3 clusters Score -6474711 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -6474944.500000 Penalty: 5374.737305
	Iteration 28Q: 3 clusters Score -6474944 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -6475158.000000 Penalty: 5374.737305
	Iteration 29Q: 3 clusters Score -6475158 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -6475311.000000 Penalty: 5374.737305
	Iteration 30Q: 3 clusters Score -6475311 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -6475456.000000 Penalty: 5374.737305
	Iteration 31Q: 3 clusters Score -6475456 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -6475587.500000 Penalty: 5374.737305
	Iteration 32Q: 3 clusters Score -6475588 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -6475714.500000 Penalty: 5374.737305
	Iteration 33Q: 3 clusters Score -6475714 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -6475821.500000 Penalty: 5374.737305
	Iteration 34Q: 3 clusters Score -6475822 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -6475887.500000 Penalty: 5374.737305
	Iteration 35Q: 3 clusters Score -6475888 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -6476000.500000 Penalty: 5374.737305
	Iteration 36Q: 3 clusters Score -6476000 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -6476098.500000 Penalty: 5374.737305
	Iteration 37Q: 3 clusters Score -6476098 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -6476169.500000 Penalty: 5374.737305
	Iteration 38Q: 3 clusters Score -6476170 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -6476230.000000 Penalty: 5374.737305
	Iteration 39Q: 3 clusters Score -6476230 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -6476274.000000 Penalty: 5374.737305
	Iteration 40F: 3 clusters Score -6476274 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -6476335.000000 Penalty: 5374.737305
	Iteration 41Q: 3 clusters Score -6476335 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -6476382.000000 Penalty: 5374.737305
	Iteration 42Q: 3 clusters Score -6476382 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -6476410.000000 Penalty: 5374.737305
	Iteration 43Q: 3 clusters Score -6476410 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -6476466.500000 Penalty: 5374.737305
	Iteration 44Q: 3 clusters Score -6476466 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -6476488.000000 Penalty: 5374.737305
	Iteration 45Q: 3 clusters Score -6476488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -6476515.500000 Penalty: 5374.737305
	Iteration 46Q: 3 clusters Score -6476516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -6476505.500000 Penalty: 5374.737305
	Iteration 47Q: 3 clusters Score -6476506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -6476510.500000 Penalty: 5374.737305
	Iteration 48Q: 3 clusters Score -6476510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -6476525.000000 Penalty: 5374.737305
	Iteration 49Q: 3 clusters Score -6476525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -6476537.000000 Penalty: 5374.737305
	Iteration 50Q: 3 clusters Score -6476537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -6476536.500000 Penalty: 5374.737305
	Iteration 51Q: 3 clusters Score -6476536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -6476546.500000 Penalty: 5374.737305
	Iteration 52Q: 3 clusters Score -6476546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -6476550.000000 Penalty: 5374.737305
	Iteration 53Q: 3 clusters Score -6476550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -6476550.500000 Penalty: 5374.737305
	Iteration 54Q: 3 clusters Score -6476550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -6476552.500000 Penalty: 5374.737305
	Iteration 55Q: 3 clusters Score -6476552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -6476553.000000 Penalty: 5374.737305
	Iteration 56Q: 3 clusters Score -6476553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -6476560.000000 Penalty: 5374.737305
	Iteration 57Q: 3 clusters Score -6476560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -6476562.500000 Penalty: 5374.737305
	Iteration 58Q: 3 clusters Score -6476562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -6476566.500000 Penalty: 5374.737305
	Iteration 59Q: 3 clusters Score -6476566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -6476570.000000 Penalty: 5374.737305
	Iteration 60F: 3 clusters Score -6476570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 50023 members 
Entering Unmasked Estep 
Score: -6476571.500000 Penalty: 5374.737305
	Iteration 61Q: 3 clusters Score -6476572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -6476571.500000 Penalty: 5374.737305
	Iteration 62Q: 3 clusters Score -6476572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -6476572.500000 Penalty: 5374.737305
	Iteration 63Q: 3 clusters Score -6476572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -6476584.500000 Penalty: 5374.737305
	Iteration 64Q: 3 clusters Score -6476584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -6476587.500000 Penalty: 5374.737305
	Iteration 65Q: 3 clusters Score -6476588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -6476594.500000 Penalty: 5374.737305
	Iteration 66Q: 3 clusters Score -6476594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -6476600.500000 Penalty: 5374.737305
	Iteration 67Q: 3 clusters Score -6476600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -6476603.500000 Penalty: 5374.737305
	Iteration 68Q: 3 clusters Score -6476604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -6476607.500000 Penalty: 5374.737305
	Iteration 69Q: 3 clusters Score -6476608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -6476606.500000 Penalty: 5374.737305
	Iteration 70Q: 3 clusters Score -6476606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -6476606.000000 Penalty: 5374.737305
	Iteration 71Q: 3 clusters Score -6476606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -6476607.000000 Penalty: 5374.737305
	Iteration 72Q: 3 clusters Score -6476607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -6476605.500000 Penalty: 5374.737305
	Iteration 73Q: 3 clusters Score -6476606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -6476608.000000 Penalty: 5374.737305
	Iteration 74Q: 3 clusters Score -6476608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -6476606.500000 Penalty: 5374.737305
	Iteration 75Q: 3 clusters Score -6476606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -6476612.000000 Penalty: 5374.737305
	Iteration 76Q: 3 clusters Score -6476612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -6476616.500000 Penalty: 5374.737305
	Iteration 77Q: 3 clusters Score -6476616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -6476616.500000 Penalty: 5374.737305
	Iteration 78F: 3 clusters Score -6476616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -68180.476562 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -68180.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -66471.992188 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -66471.99 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -67035.976562 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -67035.98 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -67450.578125 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -67450.58 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -67721.906250 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -67721.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -68038.117188 Penalty: 3263.308594
	Iteration 4F: 3 clusters Score -68038.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68174.281250 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -68174.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68259.570312 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -68259.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68293.820312 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -68293.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68322.335938 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -68322.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -68343.726562 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -68343.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -68381.195312 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -68381.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -68458.953125 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -68458.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68564.460938 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -68564.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68721.179688 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -68721.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -68728.554688 Penalty: 3263.308594
	Iteration 14Q: 3 clusters Score -68728.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68737.265625 Penalty: 3263.308594
	Iteration 15Q: 3 clusters Score -68737.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -68747.500000 Penalty: 3263.308594
	Iteration 16Q: 3 clusters Score -68747.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68762.734375 Penalty: 3263.308594
	Iteration 17Q: 3 clusters Score -68762.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -68788.101562 Penalty: 3263.308594
	Iteration 18Q: 3 clusters Score -68788.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68828.296875 Penalty: 3263.308594
	Iteration 19Q: 3 clusters Score -68828.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -68871.296875 Penalty: 3263.308594
	Iteration 20F: 3 clusters Score -68871.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -68911.054688 Penalty: 3263.308594
	Iteration 21Q: 3 clusters Score -68911.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68919.039062 Penalty: 3263.308594
	Iteration 22Q: 3 clusters Score -68919.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -68921.750000 Penalty: 3263.308594
	Iteration 23Q: 3 clusters Score -68921.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -68921.750000 Penalty: 3263.308594
	Iteration 24F: 3 clusters Score -68921.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 50826 members 
Mstep: Class 3 contains 324 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4935 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 107897 members 
Mstep: Class 9 contains 287246 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47188 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 61721 members 
Mstep: Class 14 contains 190355 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34368 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120052 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40007 members 
Mstep: Class 22 contains 396 members 
Entering Unmasked Estep 
Score: -119296608.000000 Penalty: 75182.937500
Splitting cluster 3 changes total score from -119297648.000000 to -119296608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -211148.453125 Penalty: 1851.198486
	Iteration 0F: 2 clusters Score -211148.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -208728.812500 Penalty: 3702.396973
	Iteration 0F: 3 clusters Score -208728.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -209168.203125 Penalty: 3702.396973
	Iteration 1F: 3 clusters Score -209168.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -209286.281250 Penalty: 3702.396973
	Iteration 2F: 3 clusters Score -209286.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -209366.781250 Penalty: 3702.396973
	Iteration 3Q: 3 clusters Score -209366.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -209415.234375 Penalty: 3702.396973
	Iteration 4Q: 3 clusters Score -209415.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -209445.734375 Penalty: 3702.396973
	Iteration 5Q: 3 clusters Score -209445.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -209466.281250 Penalty: 3702.396973
	Iteration 6Q: 3 clusters Score -209466.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -209483.343750 Penalty: 3702.396973
	Iteration 7Q: 3 clusters Score -209483.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -209498.250000 Penalty: 3702.396973
	Iteration 8Q: 3 clusters Score -209498.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -209513.000000 Penalty: 3702.396973
	Iteration 9Q: 3 clusters Score -209513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -209520.875000 Penalty: 3702.396973
	Iteration 10Q: 3 clusters Score -209520.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -209528.437500 Penalty: 3702.396973
	Iteration 11Q: 3 clusters Score -209528.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -209535.718750 Penalty: 3702.396973
	Iteration 12Q: 3 clusters Score -209535.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -209540.734375 Penalty: 3702.396973
	Iteration 13Q: 3 clusters Score -209540.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -209541.484375 Penalty: 3702.396973
	Iteration 14Q: 3 clusters Score -209541.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -209543.250000 Penalty: 3702.396973
	Iteration 15Q: 3 clusters Score -209543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -209544.859375 Penalty: 3702.396973
	Iteration 16Q: 3 clusters Score -209544.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -209544.859375 Penalty: 3702.396973
	Iteration 17F: 3 clusters Score -209544.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -19696.048828 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -19696.05 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 110 members 
Entering Unmasked Estep 
Score: -18557.953125 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -18557.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18682.601562 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -18682.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18751.478516 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -18751.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18789.488281 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -18789.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18811.589844 Penalty: 2663.836426
	Iteration 4Q: 3 clusters Score -18811.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18811.589844 Penalty: 2663.836426
	Iteration 5F: 3 clusters Score -18811.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Entering Unmasked Estep 
Score: -592816.937500 Penalty: 2109.018799
	Iteration 0F: 2 clusters Score -592816.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -588331.875000 Penalty: 4218.037598
	Iteration 0F: 3 clusters Score -588331.9 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -589448.875000 Penalty: 4218.037598
	Iteration 1F: 3 clusters Score -589448.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -589639.000000 Penalty: 4218.037598
	Iteration 2F: 3 clusters Score -589639 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -589761.062500 Penalty: 4218.037598
	Iteration 3Q: 3 clusters Score -589761.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -589874.312500 Penalty: 4218.037598
	Iteration 4Q: 3 clusters Score -589874.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -590008.250000 Penalty: 4218.037598
	Iteration 5Q: 3 clusters Score -590008.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -590142.062500 Penalty: 4218.037598
	Iteration 6Q: 3 clusters Score -590142.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -590263.750000 Penalty: 4218.037598
	Iteration 7Q: 3 clusters Score -590263.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -590385.500000 Penalty: 4218.037598
	Iteration 8Q: 3 clusters Score -590385.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -590521.062500 Penalty: 4218.037598
	Iteration 9Q: 3 clusters Score -590521.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -590642.000000 Penalty: 4218.037598
	Iteration 10Q: 3 clusters Score -590642 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -590745.875000 Penalty: 4218.037598
	Iteration 11Q: 3 clusters Score -590745.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -590857.000000 Penalty: 4218.037598
	Iteration 12Q: 3 clusters Score -590857 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -590943.625000 Penalty: 4218.037598
	Iteration 13Q: 3 clusters Score -590943.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -591028.000000 Penalty: 4218.037598
	Iteration 14Q: 3 clusters Score -591028 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -591109.187500 Penalty: 4218.037598
	Iteration 15Q: 3 clusters Score -591109.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -591172.687500 Penalty: 4218.037598
	Iteration 16Q: 3 clusters Score -591172.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -591224.000000 Penalty: 4218.037598
	Iteration 17Q: 3 clusters Score -591224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -591266.625000 Penalty: 4218.037598
	Iteration 18Q: 3 clusters Score -591266.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -591299.187500 Penalty: 4218.037598
	Iteration 19Q: 3 clusters Score -591299.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -591323.687500 Penalty: 4218.037598
	Iteration 20F: 3 clusters Score -591323.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -591348.625000 Penalty: 4218.037598
	Iteration 21Q: 3 clusters Score -591348.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -591372.187500 Penalty: 4218.037598
	Iteration 22Q: 3 clusters Score -591372.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -591393.000000 Penalty: 4218.037598
	Iteration 23Q: 3 clusters Score -591393 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -591419.437500 Penalty: 4218.037598
	Iteration 24Q: 3 clusters Score -591419.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -591435.250000 Penalty: 4218.037598
	Iteration 25Q: 3 clusters Score -591435.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -591446.187500 Penalty: 4218.037598
	Iteration 26Q: 3 clusters Score -591446.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -591459.250000 Penalty: 4218.037598
	Iteration 27Q: 3 clusters Score -591459.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -591473.687500 Penalty: 4218.037598
	Iteration 28Q: 3 clusters Score -591473.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -591486.312500 Penalty: 4218.037598
	Iteration 29Q: 3 clusters Score -591486.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -591488.875000 Penalty: 4218.037598
	Iteration 30Q: 3 clusters Score -591488.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -591491.750000 Penalty: 4218.037598
	Iteration 31Q: 3 clusters Score -591491.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -591493.875000 Penalty: 4218.037598
	Iteration 32Q: 3 clusters Score -591493.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -591495.437500 Penalty: 4218.037598
	Iteration 33Q: 3 clusters Score -591495.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -591497.375000 Penalty: 4218.037598
	Iteration 34Q: 3 clusters Score -591497.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -591499.250000 Penalty: 4218.037598
	Iteration 35Q: 3 clusters Score -591499.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -591501.875000 Penalty: 4218.037598
	Iteration 36Q: 3 clusters Score -591501.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -591508.312500 Penalty: 4218.037598
	Iteration 37Q: 3 clusters Score -591508.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -591514.000000 Penalty: 4218.037598
	Iteration 38Q: 3 clusters Score -591514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -591515.750000 Penalty: 4218.037598
	Iteration 39Q: 3 clusters Score -591515.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -591519.000000 Penalty: 4218.037598
	Iteration 40F: 3 clusters Score -591519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -591521.625000 Penalty: 4218.037598
	Iteration 41Q: 3 clusters Score -591521.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -591525.812500 Penalty: 4218.037598
	Iteration 42Q: 3 clusters Score -591525.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -591527.562500 Penalty: 4218.037598
	Iteration 43Q: 3 clusters Score -591527.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -591529.875000 Penalty: 4218.037598
	Iteration 44Q: 3 clusters Score -591529.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -591531.812500 Penalty: 4218.037598
	Iteration 45Q: 3 clusters Score -591531.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -591531.812500 Penalty: 4218.037598
	Iteration 46F: 3 clusters Score -591531.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -58332.949219 Penalty: 1554.265747
	Iteration 0F: 2 clusters Score -58332.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56857.968750 Penalty: 3108.531494
	Iteration 0F: 3 clusters Score -56857.97 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -57148.957031 Penalty: 3108.531494
	Iteration 1F: 3 clusters Score -57148.96 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -57378.019531 Penalty: 3108.531494
	Iteration 2F: 3 clusters Score -57378.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -57529.046875 Penalty: 3108.531494
	Iteration 3F: 3 clusters Score -57529.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -57667.851562 Penalty: 3108.531494
	Iteration 4Q: 3 clusters Score -57667.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -57776.710938 Penalty: 3108.531494
	Iteration 5Q: 3 clusters Score -57776.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -57869.226562 Penalty: 3108.531494
	Iteration 6Q: 3 clusters Score -57869.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -57918.250000 Penalty: 3108.531494
	Iteration 7Q: 3 clusters Score -57918.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -57945.300781 Penalty: 3108.531494
	Iteration 8Q: 3 clusters Score -57945.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -57994.187500 Penalty: 3108.531494
	Iteration 9Q: 3 clusters Score -57994.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -58017.359375 Penalty: 3108.531494
	Iteration 10Q: 3 clusters Score -58017.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -58026.902344 Penalty: 3108.531494
	Iteration 11Q: 3 clusters Score -58026.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -58029.980469 Penalty: 3108.531494
	Iteration 12Q: 3 clusters Score -58029.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -58033.222656 Penalty: 3108.531494
	Iteration 13Q: 3 clusters Score -58033.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -58038.792969 Penalty: 3108.531494
	Iteration 14F: 3 clusters Score -58038.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -58052.261719 Penalty: 3108.531494
	Iteration 15Q: 3 clusters Score -58052.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -58052.261719 Penalty: 3108.531494
	Iteration 16F: 3 clusters Score -58052.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (107897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107897 members 
Entering Unmasked Estep 
Score: -13668006.000000 Penalty: 2874.055176
	Iteration 0F: 2 clusters Score -1.366801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -13595952.000000 Penalty: 5748.110352
	Iteration 0F: 3 clusters Score -1.359595e+07 nChanged 51217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -13626262.000000 Penalty: 5748.110352
	Iteration 1F: 3 clusters Score -1.362626e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -13627643.000000 Penalty: 5748.110352
	Iteration 2Q: 3 clusters Score -1.362764e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49772 members 
Mstep: Class 2 contains 58125 members 
Entering Unmasked Estep 
Score: -13629485.000000 Penalty: 5748.110352
	Iteration 3Q: 3 clusters Score -1.362948e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -13631648.000000 Penalty: 5748.110352
	Iteration 4Q: 3 clusters Score -1.363165e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 61387 members 
Entering Unmasked Estep 
Score: -13634577.000000 Penalty: 5748.110352
	Iteration 5Q: 3 clusters Score -1.363458e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -13638224.000000 Penalty: 5748.110352
	Iteration 6F: 3 clusters Score -1.363822e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -13642751.000000 Penalty: 5748.110352
	Iteration 7F: 3 clusters Score -1.364275e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 67227 members 
Entering Unmasked Estep 
Score: -13646932.000000 Penalty: 5748.110352
	Iteration 8F: 3 clusters Score -1.364693e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -13649927.000000 Penalty: 5748.110352
	Iteration 9F: 3 clusters Score -1.364993e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 69904 members 
Entering Unmasked Estep 
Score: -13651429.000000 Penalty: 5748.110352
	Iteration 10Q: 3 clusters Score -1.365143e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 70962 members 
Entering Unmasked Estep 
Score: -13652055.000000 Penalty: 5748.110352
	Iteration 11Q: 3 clusters Score -1.365206e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 72048 members 
Entering Unmasked Estep 
Score: -13652476.000000 Penalty: 5748.110352
	Iteration 12Q: 3 clusters Score -1.365248e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 73127 members 
Entering Unmasked Estep 
Score: -13652814.000000 Penalty: 5748.110352
	Iteration 13Q: 3 clusters Score -1.365281e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 74221 members 
Entering Unmasked Estep 
Score: -13653084.000000 Penalty: 5748.110352
	Iteration 14Q: 3 clusters Score -1.365308e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 75318 members 
Entering Unmasked Estep 
Score: -13653374.000000 Penalty: 5748.110352
	Iteration 15Q: 3 clusters Score -1.365337e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 76412 members 
Entering Unmasked Estep 
Score: -13653681.000000 Penalty: 5748.110352
	Iteration 16Q: 3 clusters Score -1.365368e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 77538 members 
Entering Unmasked Estep 
Score: -13653982.000000 Penalty: 5748.110352
	Iteration 17Q: 3 clusters Score -1.365398e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 78783 members 
Entering Unmasked Estep 
Score: -13654313.000000 Penalty: 5748.110352
	Iteration 18Q: 3 clusters Score -1.365431e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 80082 members 
Entering Unmasked Estep 
Score: -13654695.000000 Penalty: 5748.110352
	Iteration 19Q: 3 clusters Score -1.36547e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 81423 members 
Entering Unmasked Estep 
Score: -13655097.000000 Penalty: 5748.110352
	Iteration 20F: 3 clusters Score -1.36551e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 82776 members 
Entering Unmasked Estep 
Score: -13655473.000000 Penalty: 5748.110352
	Iteration 21Q: 3 clusters Score -1.365547e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 84196 members 
Entering Unmasked Estep 
Score: -13655910.000000 Penalty: 5748.110352
	Iteration 22Q: 3 clusters Score -1.365591e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 85611 members 
Entering Unmasked Estep 
Score: -13656453.000000 Penalty: 5748.110352
	Iteration 23Q: 3 clusters Score -1.365645e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 87026 members 
Entering Unmasked Estep 
Score: -13656797.000000 Penalty: 5748.110352
	Iteration 24Q: 3 clusters Score -1.36568e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 88515 members 
Entering Unmasked Estep 
Score: -13657274.000000 Penalty: 5748.110352
	Iteration 25Q: 3 clusters Score -1.365727e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 90047 members 
Entering Unmasked Estep 
Score: -13657761.000000 Penalty: 5748.110352
	Iteration 26Q: 3 clusters Score -1.365776e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 91614 members 
Entering Unmasked Estep 
Score: -13658458.000000 Penalty: 5748.110352
	Iteration 27Q: 3 clusters Score -1.365846e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 93221 members 
Entering Unmasked Estep 
Score: -13659039.000000 Penalty: 5748.110352
	Iteration 28Q: 3 clusters Score -1.365904e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 94774 members 
Entering Unmasked Estep 
Score: -13659599.000000 Penalty: 5748.110352
	Iteration 29Q: 3 clusters Score -1.36596e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 96370 members 
Entering Unmasked Estep 
Score: -13660312.000000 Penalty: 5748.110352
	Iteration 30Q: 3 clusters Score -1.366031e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 97935 members 
Entering Unmasked Estep 
Score: -13660929.000000 Penalty: 5748.110352
	Iteration 31Q: 3 clusters Score -1.366093e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 99493 members 
Entering Unmasked Estep 
Score: -13661724.000000 Penalty: 5748.110352
	Iteration 32Q: 3 clusters Score -1.366172e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 100851 members 
Entering Unmasked Estep 
Score: -13662290.000000 Penalty: 5748.110352
	Iteration 33Q: 3 clusters Score -1.366229e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 102081 members 
Entering Unmasked Estep 
Score: -13662874.000000 Penalty: 5748.110352
	Iteration 34Q: 3 clusters Score -1.366287e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 103194 members 
Entering Unmasked Estep 
Score: -13663479.000000 Penalty: 5748.110352
	Iteration 35Q: 3 clusters Score -1.366348e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 104086 members 
Entering Unmasked Estep 
Score: -13663947.000000 Penalty: 5748.110352
	Iteration 36Q: 3 clusters Score -1.366395e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 104820 members 
Entering Unmasked Estep 
Score: -13664321.000000 Penalty: 5748.110352
	Iteration 37Q: 3 clusters Score -1.366432e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 105381 members 
Entering Unmasked Estep 
Score: -13664587.000000 Penalty: 5748.110352
	Iteration 38Q: 3 clusters Score -1.366459e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 105786 members 
Entering Unmasked Estep 
Score: -13664789.000000 Penalty: 5748.110352
	Iteration 39Q: 3 clusters Score -1.366479e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 106106 members 
Entering Unmasked Estep 
Score: -13664922.000000 Penalty: 5748.110352
	Iteration 40F: 3 clusters Score -1.366492e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 106340 members 
Entering Unmasked Estep 
Score: -13665058.000000 Penalty: 5748.110352
	Iteration 41Q: 3 clusters Score -1.366506e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 106528 members 
Entering Unmasked Estep 
Score: -13665187.000000 Penalty: 5748.110352
	Iteration 42Q: 3 clusters Score -1.366519e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 106676 members 
Entering Unmasked Estep 
Score: -13665289.000000 Penalty: 5748.110352
	Iteration 43Q: 3 clusters Score -1.366529e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 106797 members 
Entering Unmasked Estep 
Score: -13665353.000000 Penalty: 5748.110352
	Iteration 44Q: 3 clusters Score -1.366535e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 106883 members 
Entering Unmasked Estep 
Score: -13665392.000000 Penalty: 5748.110352
	Iteration 45Q: 3 clusters Score -1.366539e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 106952 members 
Entering Unmasked Estep 
Score: -13665429.000000 Penalty: 5748.110352
	Iteration 46Q: 3 clusters Score -1.366543e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 106997 members 
Entering Unmasked Estep 
Score: -13665455.000000 Penalty: 5748.110352
	Iteration 47Q: 3 clusters Score -1.366546e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 107022 members 
Entering Unmasked Estep 
Score: -13665466.000000 Penalty: 5748.110352
	Iteration 48Q: 3 clusters Score -1.366547e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 107050 members 
Entering Unmasked Estep 
Score: -13665481.000000 Penalty: 5748.110352
	Iteration 49Q: 3 clusters Score -1.366548e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 107072 members 
Entering Unmasked Estep 
Score: -13665470.000000 Penalty: 5748.110352
	Iteration 50Q: 3 clusters Score -1.366547e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 107089 members 
Entering Unmasked Estep 
Score: -13665487.000000 Penalty: 5748.110352
	Iteration 51Q: 3 clusters Score -1.366549e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 107102 members 
Entering Unmasked Estep 
Score: -13665512.000000 Penalty: 5748.110352
	Iteration 52Q: 3 clusters Score -1.366551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 107112 members 
Entering Unmasked Estep 
Score: -13665508.000000 Penalty: 5748.110352
	Iteration 53Q: 3 clusters Score -1.366551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 107117 members 
Entering Unmasked Estep 
Score: -13665516.000000 Penalty: 5748.110352
	Iteration 54Q: 3 clusters Score -1.366552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 107121 members 
Entering Unmasked Estep 
Score: -13665525.000000 Penalty: 5748.110352
	Iteration 55Q: 3 clusters Score -1.366552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 107128 members 
Entering Unmasked Estep 
Score: -13665534.000000 Penalty: 5748.110352
	Iteration 56Q: 3 clusters Score -1.366553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 107137 members 
Entering Unmasked Estep 
Score: -13665540.000000 Penalty: 5748.110352
	Iteration 57Q: 3 clusters Score -1.366554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 107147 members 
Entering Unmasked Estep 
Score: -13665551.000000 Penalty: 5748.110352
	Iteration 58Q: 3 clusters Score -1.366555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 107153 members 
Entering Unmasked Estep 
Score: -13665555.000000 Penalty: 5748.110352
	Iteration 59Q: 3 clusters Score -1.366556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 107162 members 
Entering Unmasked Estep 
Score: -13665555.000000 Penalty: 5748.110352
	Iteration 60F: 3 clusters Score -1.366556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 107171 members 
Entering Unmasked Estep 
Score: -13665570.000000 Penalty: 5748.110352
	Iteration 61Q: 3 clusters Score -1.366557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 107179 members 
Entering Unmasked Estep 
Score: -13665571.000000 Penalty: 5748.110352
	Iteration 62Q: 3 clusters Score -1.366557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 107184 members 
Entering Unmasked Estep 
Score: -13665560.000000 Penalty: 5748.110352
	Iteration 63Q: 3 clusters Score -1.366556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 107190 members 
Entering Unmasked Estep 
Score: -13665573.000000 Penalty: 5748.110352
	Iteration 64Q: 3 clusters Score -1.366557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 107194 members 
Entering Unmasked Estep 
Score: -13665584.000000 Penalty: 5748.110352
	Iteration 65Q: 3 clusters Score -1.366558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 107196 members 
Entering Unmasked Estep 
Score: -13665585.000000 Penalty: 5748.110352
	Iteration 66Q: 3 clusters Score -1.366558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 107198 members 
Entering Unmasked Estep 
Score: -13665578.000000 Penalty: 5748.110352
	Iteration 67Q: 3 clusters Score -1.366558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 107199 members 
Entering Unmasked Estep 
Score: -13665579.000000 Penalty: 5748.110352
	Iteration 68Q: 3 clusters Score -1.366558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 107201 members 
Entering Unmasked Estep 
Score: -13665581.000000 Penalty: 5748.110352
	Iteration 69Q: 3 clusters Score -1.366558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 107204 members 
Entering Unmasked Estep 
Score: -13665573.000000 Penalty: 5748.110352
	Iteration 70Q: 3 clusters Score -1.366557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 107205 members 
Entering Unmasked Estep 
Score: -13665572.000000 Penalty: 5748.110352
	Iteration 71Q: 3 clusters Score -1.366557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 107207 members 
Entering Unmasked Estep 
Score: -13665575.000000 Penalty: 5748.110352
	Iteration 72Q: 3 clusters Score -1.366558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 107208 members 
Entering Unmasked Estep 
Score: -13665576.000000 Penalty: 5748.110352
	Iteration 73Q: 3 clusters Score -1.366558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 107212 members 
Entering Unmasked Estep 
Score: -13665589.000000 Penalty: 5748.110352
	Iteration 74Q: 3 clusters Score -1.366559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 107214 members 
Entering Unmasked Estep 
Score: -13665582.000000 Penalty: 5748.110352
	Iteration 75Q: 3 clusters Score -1.366558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 107219 members 
Entering Unmasked Estep 
Score: -13665589.000000 Penalty: 5748.110352
	Iteration 76Q: 3 clusters Score -1.366559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 107224 members 
Entering Unmasked Estep 
Score: -13665593.000000 Penalty: 5748.110352
	Iteration 77Q: 3 clusters Score -1.366559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 107225 members 
Entering Unmasked Estep 
Score: -13665592.000000 Penalty: 5748.110352
	Iteration 78Q: 3 clusters Score -1.366559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 107225 members 
Entering Unmasked Estep 
Score: -13665592.000000 Penalty: 5748.110352
	Iteration 79F: 3 clusters Score -1.366559e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (287246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287246 members 
Entering Unmasked Estep 
Score: -36004992.000000 Penalty: 3116.887451
	Iteration 0F: 2 clusters Score -3.600499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143233 members 
Mstep: Class 2 contains 144013 members 
Entering Unmasked Estep 
Score: -35827080.000000 Penalty: 6233.774902
	Iteration 0F: 3 clusters Score -3.582708e+07 nChanged 139020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135289 members 
Mstep: Class 2 contains 151957 members 
Entering Unmasked Estep 
Score: -35908308.000000 Penalty: 6233.774902
	Iteration 1F: 3 clusters Score -3.590831e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130304 members 
Mstep: Class 2 contains 156942 members 
Entering Unmasked Estep 
Score: -35910036.000000 Penalty: 6233.774902
	Iteration 2Q: 3 clusters Score -3.591004e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122575 members 
Mstep: Class 2 contains 164671 members 
Entering Unmasked Estep 
Score: -35913240.000000 Penalty: 6233.774902
	Iteration 3Q: 3 clusters Score -3.591324e+07 nChanged 12774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111005 members 
Mstep: Class 2 contains 176241 members 
Entering Unmasked Estep 
Score: -35918256.000000 Penalty: 6233.774902
	Iteration 4Q: 3 clusters Score -3.591826e+07 nChanged 17156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94603 members 
Mstep: Class 2 contains 192643 members 
Entering Unmasked Estep 
Score: -35927064.000000 Penalty: 6233.774902
	Iteration 5F: 3 clusters Score -3.592706e+07 nChanged 21473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73756 members 
Mstep: Class 2 contains 213490 members 
Entering Unmasked Estep 
Score: -35940760.000000 Penalty: 6233.774902
	Iteration 6F: 3 clusters Score -3.594076e+07 nChanged 22591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 235627 members 
Entering Unmasked Estep 
Score: -35957724.000000 Penalty: 6233.774902
	Iteration 7F: 3 clusters Score -3.595772e+07 nChanged 18296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 253647 members 
Entering Unmasked Estep 
Score: -35972808.000000 Penalty: 6233.774902
	Iteration 8F: 3 clusters Score -3.597281e+07 nChanged 11895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 265192 members 
Entering Unmasked Estep 
Score: -35983504.000000 Penalty: 6233.774902
	Iteration 9Q: 3 clusters Score -3.59835e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 271627 members 
Entering Unmasked Estep 
Score: -35989816.000000 Penalty: 6233.774902
	Iteration 10Q: 3 clusters Score -3.598982e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 275239 members 
Entering Unmasked Estep 
Score: -35993284.000000 Penalty: 6233.774902
	Iteration 11Q: 3 clusters Score -3.599328e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 277596 members 
Entering Unmasked Estep 
Score: -35995496.000000 Penalty: 6233.774902
	Iteration 12Q: 3 clusters Score -3.59955e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 279327 members 
Entering Unmasked Estep 
Score: -35996992.000000 Penalty: 6233.774902
	Iteration 13Q: 3 clusters Score -3.599699e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 280613 members 
Entering Unmasked Estep 
Score: -35998008.000000 Penalty: 6233.774902
	Iteration 14Q: 3 clusters Score -3.599801e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 281620 members 
Entering Unmasked Estep 
Score: -35998980.000000 Penalty: 6233.774902
	Iteration 15Q: 3 clusters Score -3.599898e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 282359 members 
Entering Unmasked Estep 
Score: -35999744.000000 Penalty: 6233.774902
	Iteration 16Q: 3 clusters Score -3.599974e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 282962 members 
Entering Unmasked Estep 
Score: -36000132.000000 Penalty: 6233.774902
	Iteration 17Q: 3 clusters Score -3.600013e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 283442 members 
Entering Unmasked Estep 
Score: -36000432.000000 Penalty: 6233.774902
	Iteration 18Q: 3 clusters Score -3.600043e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 283788 members 
Entering Unmasked Estep 
Score: -36000668.000000 Penalty: 6233.774902
	Iteration 19Q: 3 clusters Score -3.600067e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 284042 members 
Entering Unmasked Estep 
Score: -36000868.000000 Penalty: 6233.774902
	Iteration 20F: 3 clusters Score -3.600087e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 284242 members 
Entering Unmasked Estep 
Score: -36001080.000000 Penalty: 6233.774902
	Iteration 21Q: 3 clusters Score -3.600108e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 284410 members 
Entering Unmasked Estep 
Score: -36001112.000000 Penalty: 6233.774902
	Iteration 22Q: 3 clusters Score -3.600111e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 284544 members 
Entering Unmasked Estep 
Score: -36001204.000000 Penalty: 6233.774902
	Iteration 23Q: 3 clusters Score -3.60012e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 284650 members 
Entering Unmasked Estep 
Score: -36001260.000000 Penalty: 6233.774902
	Iteration 24Q: 3 clusters Score -3.600126e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 284754 members 
Entering Unmasked Estep 
Score: -36001300.000000 Penalty: 6233.774902
	Iteration 25Q: 3 clusters Score -3.60013e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 284842 members 
Entering Unmasked Estep 
Score: -36001356.000000 Penalty: 6233.774902
	Iteration 26Q: 3 clusters Score -3.600136e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 284924 members 
Entering Unmasked Estep 
Score: -36001368.000000 Penalty: 6233.774902
	Iteration 27Q: 3 clusters Score -3.600137e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 284990 members 
Entering Unmasked Estep 
Score: -36001464.000000 Penalty: 6233.774902
	Iteration 28Q: 3 clusters Score -3.600146e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 285038 members 
Entering Unmasked Estep 
Score: -36001484.000000 Penalty: 6233.774902
	Iteration 29Q: 3 clusters Score -3.600148e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 285080 members 
Entering Unmasked Estep 
Score: -36001468.000000 Penalty: 6233.774902
	Iteration 30Q: 3 clusters Score -3.600147e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 285125 members 
Entering Unmasked Estep 
Score: -36001580.000000 Penalty: 6233.774902
	Iteration 31Q: 3 clusters Score -3.600158e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 285171 members 
Entering Unmasked Estep 
Score: -36001564.000000 Penalty: 6233.774902
	Iteration 32Q: 3 clusters Score -3.600156e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 285200 members 
Entering Unmasked Estep 
Score: -36001576.000000 Penalty: 6233.774902
	Iteration 33Q: 3 clusters Score -3.600158e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 285233 members 
Entering Unmasked Estep 
Score: -36001600.000000 Penalty: 6233.774902
	Iteration 34Q: 3 clusters Score -3.60016e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 285255 members 
Entering Unmasked Estep 
Score: -36001636.000000 Penalty: 6233.774902
	Iteration 35Q: 3 clusters Score -3.600164e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 285270 members 
Entering Unmasked Estep 
Score: -36001636.000000 Penalty: 6233.774902
	Iteration 36Q: 3 clusters Score -3.600164e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 285285 members 
Entering Unmasked Estep 
Score: -36001644.000000 Penalty: 6233.774902
	Iteration 37Q: 3 clusters Score -3.600164e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 285306 members 
Entering Unmasked Estep 
Score: -36001620.000000 Penalty: 6233.774902
	Iteration 38Q: 3 clusters Score -3.600162e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 285310 members 
Entering Unmasked Estep 
Score: -36001624.000000 Penalty: 6233.774902
	Iteration 39Q: 3 clusters Score -3.600162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 285313 members 
Entering Unmasked Estep 
Score: -36001628.000000 Penalty: 6233.774902
	Iteration 40F: 3 clusters Score -3.600163e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 285317 members 
Entering Unmasked Estep 
Score: -36001624.000000 Penalty: 6233.774902
	Iteration 41Q: 3 clusters Score -3.600162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 285323 members 
Entering Unmasked Estep 
Score: -36001628.000000 Penalty: 6233.774902
	Iteration 42Q: 3 clusters Score -3.600163e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 285329 members 
Entering Unmasked Estep 
Score: -36001628.000000 Penalty: 6233.774902
	Iteration 43Q: 3 clusters Score -3.600163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 285335 members 
Entering Unmasked Estep 
Score: -36001640.000000 Penalty: 6233.774902
	Iteration 44Q: 3 clusters Score -3.600164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 285339 members 
Entering Unmasked Estep 
Score: -36001660.000000 Penalty: 6233.774902
	Iteration 45Q: 3 clusters Score -3.600166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 285347 members 
Entering Unmasked Estep 
Score: -36001664.000000 Penalty: 6233.774902
	Iteration 46Q: 3 clusters Score -3.600166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 285350 members 
Entering Unmasked Estep 
Score: -36001644.000000 Penalty: 6233.774902
	Iteration 47Q: 3 clusters Score -3.600164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 285350 members 
Entering Unmasked Estep 
Score: -36001664.000000 Penalty: 6233.774902
	Iteration 48Q: 3 clusters Score -3.600166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 285355 members 
Entering Unmasked Estep 
Score: -36001676.000000 Penalty: 6233.774902
	Iteration 49Q: 3 clusters Score -3.600168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 285355 members 
Entering Unmasked Estep 
Score: -36001684.000000 Penalty: 6233.774902
	Iteration 50Q: 3 clusters Score -3.600168e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 285364 members 
Entering Unmasked Estep 
Score: -36001660.000000 Penalty: 6233.774902
	Iteration 51Q: 3 clusters Score -3.600166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 285367 members 
Entering Unmasked Estep 
Score: -36001684.000000 Penalty: 6233.774902
	Iteration 52Q: 3 clusters Score -3.600168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 285369 members 
Entering Unmasked Estep 
Score: -36001680.000000 Penalty: 6233.774902
	Iteration 53Q: 3 clusters Score -3.600168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 285370 members 
Entering Unmasked Estep 
Score: -36001700.000000 Penalty: 6233.774902
	Iteration 54Q: 3 clusters Score -3.60017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 285371 members 
Entering Unmasked Estep 
Score: -36001708.000000 Penalty: 6233.774902
	Iteration 55Q: 3 clusters Score -3.600171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 285374 members 
Entering Unmasked Estep 
Score: -36001704.000000 Penalty: 6233.774902
	Iteration 56Q: 3 clusters Score -3.60017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 285375 members 
Entering Unmasked Estep 
Score: -36001712.000000 Penalty: 6233.774902
	Iteration 57Q: 3 clusters Score -3.600171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 285375 members 
Entering Unmasked Estep 
Score: -36001712.000000 Penalty: 6233.774902
	Iteration 58F: 3 clusters Score -3.600171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -83987.109375 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -83987.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -82254.835938 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -82254.84 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -82812.390625 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -82812.39 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -83315.289062 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -83315.29 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -84004.664062 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -84004.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -84309.921875 Penalty: 3347.965820
	Iteration 4F: 3 clusters Score -84309.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -84407.390625 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -84407.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -84561.226562 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -84561.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84635.757812 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -84635.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -84688.632812 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -84688.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -84743.046875 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -84743.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -84804.328125 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -84804.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84893.468750 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -84893.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84918.500000 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -84918.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -84946.937500 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -84946.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -85003.015625 Penalty: 3347.965820
	Iteration 14Q: 3 clusters Score -85003.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -85046.851562 Penalty: 3347.965820
	Iteration 15Q: 3 clusters Score -85046.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -85080.234375 Penalty: 3347.965820
	Iteration 16Q: 3 clusters Score -85080.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -85095.523438 Penalty: 3347.965820
	Iteration 17Q: 3 clusters Score -85095.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -85165.796875 Penalty: 3347.965820
	Iteration 18F: 3 clusters Score -85165.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -85496.742188 Penalty: 3347.965820
	Iteration 19Q: 3 clusters Score -85496.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -85499.710938 Penalty: 3347.965820
	Iteration 20F: 3 clusters Score -85499.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -85501.640625 Penalty: 3347.965820
	Iteration 21Q: 3 clusters Score -85501.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -85501.640625 Penalty: 3347.965820
	Iteration 22F: 3 clusters Score -85501.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 50826 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4935 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 107897 members 
Mstep: Class 9 contains 287246 members 
Mstep: Class 10 contains 435 members 
Mstep: Class 11 contains 47188 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 61721 members 
Mstep: Class 14 contains 190355 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34368 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120052 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40007 members 
Mstep: Class 22 contains 419 members 
Entering Unmasked Estep 
Score: -119297440.000000 Penalty: 75182.937500
Splitting cluster 10 changes total score from -119297648.000000 to -119297440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (47188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Entering Unmasked Estep 
Score: -5997207.000000 Penalty: 2668.949951
	Iteration 0F: 2 clusters Score -5997207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -5965411.500000 Penalty: 5337.899902
	Iteration 0F: 3 clusters Score -5965412 nChanged 21616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -5977593.000000 Penalty: 5337.899902
	Iteration 1F: 3 clusters Score -5977593 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -5978403.500000 Penalty: 5337.899902
	Iteration 2Q: 3 clusters Score -5978404 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -5979565.000000 Penalty: 5337.899902
	Iteration 3Q: 3 clusters Score -5979565 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -5981124.000000 Penalty: 5337.899902
	Iteration 4F: 3 clusters Score -5981124 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -5983257.500000 Penalty: 5337.899902
	Iteration 5F: 3 clusters Score -5983258 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -5985728.000000 Penalty: 5337.899902
	Iteration 6F: 3 clusters Score -5985728 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -5988192.000000 Penalty: 5337.899902
	Iteration 7F: 3 clusters Score -5988192 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -5990156.000000 Penalty: 5337.899902
	Iteration 8F: 3 clusters Score -5990156 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -5991408.500000 Penalty: 5337.899902
	Iteration 9Q: 3 clusters Score -5991408 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -5992205.000000 Penalty: 5337.899902
	Iteration 10Q: 3 clusters Score -5992205 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -5992667.500000 Penalty: 5337.899902
	Iteration 11Q: 3 clusters Score -5992668 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -5993042.000000 Penalty: 5337.899902
	Iteration 12Q: 3 clusters Score -5993042 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -5993352.000000 Penalty: 5337.899902
	Iteration 13Q: 3 clusters Score -5993352 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -5993621.500000 Penalty: 5337.899902
	Iteration 14Q: 3 clusters Score -5993622 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -5993858.500000 Penalty: 5337.899902
	Iteration 15Q: 3 clusters Score -5993858 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -5994107.500000 Penalty: 5337.899902
	Iteration 16Q: 3 clusters Score -5994108 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -5994309.000000 Penalty: 5337.899902
	Iteration 17Q: 3 clusters Score -5994309 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -5994473.500000 Penalty: 5337.899902
	Iteration 18Q: 3 clusters Score -5994474 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -5994644.000000 Penalty: 5337.899902
	Iteration 19Q: 3 clusters Score -5994644 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -5994810.500000 Penalty: 5337.899902
	Iteration 20F: 3 clusters Score -5994810 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -5994928.500000 Penalty: 5337.899902
	Iteration 21Q: 3 clusters Score -5994928 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -5995002.500000 Penalty: 5337.899902
	Iteration 22Q: 3 clusters Score -5995002 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -5995105.500000 Penalty: 5337.899902
	Iteration 23Q: 3 clusters Score -5995106 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -5995205.000000 Penalty: 5337.899902
	Iteration 24Q: 3 clusters Score -5995205 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -5995272.500000 Penalty: 5337.899902
	Iteration 25Q: 3 clusters Score -5995272 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -5995361.000000 Penalty: 5337.899902
	Iteration 26Q: 3 clusters Score -5995361 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -5995428.500000 Penalty: 5337.899902
	Iteration 27Q: 3 clusters Score -5995428 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -5995493.000000 Penalty: 5337.899902
	Iteration 28Q: 3 clusters Score -5995493 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -5995541.500000 Penalty: 5337.899902
	Iteration 29Q: 3 clusters Score -5995542 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -5995602.000000 Penalty: 5337.899902
	Iteration 30Q: 3 clusters Score -5995602 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -5995671.500000 Penalty: 5337.899902
	Iteration 31Q: 3 clusters Score -5995672 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -5995680.000000 Penalty: 5337.899902
	Iteration 32Q: 3 clusters Score -5995680 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -5995726.000000 Penalty: 5337.899902
	Iteration 33Q: 3 clusters Score -5995726 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -5995771.000000 Penalty: 5337.899902
	Iteration 34Q: 3 clusters Score -5995771 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -5995807.000000 Penalty: 5337.899902
	Iteration 35Q: 3 clusters Score -5995807 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -5995818.500000 Penalty: 5337.899902
	Iteration 36Q: 3 clusters Score -5995818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -5995824.500000 Penalty: 5337.899902
	Iteration 37Q: 3 clusters Score -5995824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -5995826.500000 Penalty: 5337.899902
	Iteration 38Q: 3 clusters Score -5995826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -5995831.000000 Penalty: 5337.899902
	Iteration 39Q: 3 clusters Score -5995831 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -5995833.500000 Penalty: 5337.899902
	Iteration 40F: 3 clusters Score -5995834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -5995841.500000 Penalty: 5337.899902
	Iteration 41Q: 3 clusters Score -5995842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -5995852.500000 Penalty: 5337.899902
	Iteration 42Q: 3 clusters Score -5995852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -5995855.000000 Penalty: 5337.899902
	Iteration 43Q: 3 clusters Score -5995855 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -5995879.500000 Penalty: 5337.899902
	Iteration 44Q: 3 clusters Score -5995880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -5995882.000000 Penalty: 5337.899902
	Iteration 45Q: 3 clusters Score -5995882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -5995878.500000 Penalty: 5337.899902
	Iteration 46Q: 3 clusters Score -5995878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -5995877.000000 Penalty: 5337.899902
	Iteration 47Q: 3 clusters Score -5995877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -5995864.500000 Penalty: 5337.899902
	Iteration 48Q: 3 clusters Score -5995864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -5995879.000000 Penalty: 5337.899902
	Iteration 49Q: 3 clusters Score -5995879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -5995881.000000 Penalty: 5337.899902
	Iteration 50Q: 3 clusters Score -5995881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -5995885.500000 Penalty: 5337.899902
	Iteration 51Q: 3 clusters Score -5995886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -5995897.000000 Penalty: 5337.899902
	Iteration 52Q: 3 clusters Score -5995897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -5995902.000000 Penalty: 5337.899902
	Iteration 53Q: 3 clusters Score -5995902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -5995896.500000 Penalty: 5337.899902
	Iteration 54Q: 3 clusters Score -5995896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -5995902.000000 Penalty: 5337.899902
	Iteration 55Q: 3 clusters Score -5995902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -5995908.000000 Penalty: 5337.899902
	Iteration 56Q: 3 clusters Score -5995908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -5995908.000000 Penalty: 5337.899902
	Iteration 57F: 3 clusters Score -5995908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -126798.421875 Penalty: 1725.223267
	Iteration 0F: 2 clusters Score -126798.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -124832.726562 Penalty: 3450.446533
	Iteration 0F: 3 clusters Score -124832.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -125104.804688 Penalty: 3450.446533
	Iteration 1F: 3 clusters Score -125104.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -125171.007812 Penalty: 3450.446533
	Iteration 2F: 3 clusters Score -125171 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -125202.937500 Penalty: 3450.446533
	Iteration 3Q: 3 clusters Score -125202.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -125220.257812 Penalty: 3450.446533
	Iteration 4Q: 3 clusters Score -125220.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -125227.968750 Penalty: 3450.446533
	Iteration 5Q: 3 clusters Score -125228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -125234.093750 Penalty: 3450.446533
	Iteration 6Q: 3 clusters Score -125234.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -125245.171875 Penalty: 3450.446533
	Iteration 7Q: 3 clusters Score -125245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -125252.117188 Penalty: 3450.446533
	Iteration 8Q: 3 clusters Score -125252.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -125255.742188 Penalty: 3450.446533
	Iteration 9Q: 3 clusters Score -125255.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -125257.445312 Penalty: 3450.446533
	Iteration 10Q: 3 clusters Score -125257.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -125260.945312 Penalty: 3450.446533
	Iteration 11Q: 3 clusters Score -125260.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -125262.703125 Penalty: 3450.446533
	Iteration 12Q: 3 clusters Score -125262.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -125262.703125 Penalty: 3450.446533
	Iteration 13F: 3 clusters Score -125262.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (61721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Entering Unmasked Estep 
Score: -7563434.500000 Penalty: 2735.534180
	Iteration 0F: 2 clusters Score -7563434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -7522002.500000 Penalty: 5471.068359
	Iteration 0F: 3 clusters Score -7522002 nChanged 28670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -7538553.000000 Penalty: 5471.068359
	Iteration 1F: 3 clusters Score -7538553 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -7539626.000000 Penalty: 5471.068359
	Iteration 2Q: 3 clusters Score -7539626 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -7541229.500000 Penalty: 5471.068359
	Iteration 3F: 3 clusters Score -7541230 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -7543456.500000 Penalty: 5471.068359
	Iteration 4F: 3 clusters Score -7543456 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -7546133.500000 Penalty: 5471.068359
	Iteration 5F: 3 clusters Score -7546134 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -7548696.500000 Penalty: 5471.068359
	Iteration 6F: 3 clusters Score -7548696 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 48596 members 
Entering Unmasked Estep 
Score: -7550709.500000 Penalty: 5471.068359
	Iteration 7F: 3 clusters Score -7550710 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -7551919.000000 Penalty: 5471.068359
	Iteration 8Q: 3 clusters Score -7551919 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -7552808.000000 Penalty: 5471.068359
	Iteration 9Q: 3 clusters Score -7552808 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -7553585.000000 Penalty: 5471.068359
	Iteration 10Q: 3 clusters Score -7553585 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -7554453.000000 Penalty: 5471.068359
	Iteration 11Q: 3 clusters Score -7554453 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 56604 members 
Entering Unmasked Estep 
Score: -7555566.000000 Penalty: 5471.068359
	Iteration 12Q: 3 clusters Score -7555566 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 58149 members 
Entering Unmasked Estep 
Score: -7557096.500000 Penalty: 5471.068359
	Iteration 13Q: 3 clusters Score -7557096 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -7558946.500000 Penalty: 5471.068359
	Iteration 14Q: 3 clusters Score -7558946 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 60731 members 
Entering Unmasked Estep 
Score: -7560161.500000 Penalty: 5471.068359
	Iteration 15Q: 3 clusters Score -7560162 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -7560717.000000 Penalty: 5471.068359
	Iteration 16Q: 3 clusters Score -7560717 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 61340 members 
Entering Unmasked Estep 
Score: -7560914.500000 Penalty: 5471.068359
	Iteration 17Q: 3 clusters Score -7560914 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 61398 members 
Entering Unmasked Estep 
Score: -7560994.500000 Penalty: 5471.068359
	Iteration 18Q: 3 clusters Score -7560994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
Score: -7561052.500000 Penalty: 5471.068359
	Iteration 19Q: 3 clusters Score -7561052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -7561099.500000 Penalty: 5471.068359
	Iteration 20F: 3 clusters Score -7561100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -7561110.500000 Penalty: 5471.068359
	Iteration 21Q: 3 clusters Score -7561110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 61454 members 
Entering Unmasked Estep 
Score: -7561133.000000 Penalty: 5471.068359
	Iteration 22Q: 3 clusters Score -7561133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -7561135.500000 Penalty: 5471.068359
	Iteration 23Q: 3 clusters Score -7561136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -7561140.500000 Penalty: 5471.068359
	Iteration 24Q: 3 clusters Score -7561140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -7561140.500000 Penalty: 5471.068359
	Iteration 25F: 3 clusters Score -7561140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (190355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190355 members 
Entering Unmasked Estep 
Score: -23972200.000000 Penalty: 3014.848145
	Iteration 0F: 2 clusters Score -2.39722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95259 members 
Mstep: Class 2 contains 95096 members 
Entering Unmasked Estep 
Score: -23846166.000000 Penalty: 6029.696289
	Iteration 0F: 3 clusters Score -2.384617e+07 nChanged 91297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95722 members 
Mstep: Class 2 contains 94633 members 
Entering Unmasked Estep 
Score: -23899986.000000 Penalty: 6029.696289
	Iteration 1F: 3 clusters Score -2.389999e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96156 members 
Mstep: Class 2 contains 94199 members 
Entering Unmasked Estep 
Score: -23902056.000000 Penalty: 6029.696289
	Iteration 2Q: 3 clusters Score -2.390206e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96819 members 
Mstep: Class 2 contains 93536 members 
Entering Unmasked Estep 
Score: -23904980.000000 Penalty: 6029.696289
	Iteration 3Q: 3 clusters Score -2.390498e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97718 members 
Mstep: Class 2 contains 92637 members 
Entering Unmasked Estep 
Score: -23909278.000000 Penalty: 6029.696289
	Iteration 4Q: 3 clusters Score -2.390928e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 91544 members 
Entering Unmasked Estep 
Score: -23915666.000000 Penalty: 6029.696289
	Iteration 5F: 3 clusters Score -2.391567e+07 nChanged 11940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99739 members 
Mstep: Class 2 contains 90616 members 
Entering Unmasked Estep 
Score: -23923662.000000 Penalty: 6029.696289
	Iteration 6F: 3 clusters Score -2.392366e+07 nChanged 12862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100315 members 
Mstep: Class 2 contains 90040 members 
Entering Unmasked Estep 
Score: -23932524.000000 Penalty: 6029.696289
	Iteration 7F: 3 clusters Score -2.393252e+07 nChanged 12045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100456 members 
Mstep: Class 2 contains 89899 members 
Entering Unmasked Estep 
Score: -23939838.000000 Penalty: 6029.696289
	Iteration 8F: 3 clusters Score -2.393984e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100301 members 
Mstep: Class 2 contains 90054 members 
Entering Unmasked Estep 
Score: -23943684.000000 Penalty: 6029.696289
	Iteration 9Q: 3 clusters Score -2.394368e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100080 members 
Mstep: Class 2 contains 90275 members 
Entering Unmasked Estep 
Score: -23944956.000000 Penalty: 6029.696289
	Iteration 10Q: 3 clusters Score -2.394496e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99896 members 
Mstep: Class 2 contains 90459 members 
Entering Unmasked Estep 
Score: -23945500.000000 Penalty: 6029.696289
	Iteration 11Q: 3 clusters Score -2.39455e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99683 members 
Mstep: Class 2 contains 90672 members 
Entering Unmasked Estep 
Score: -23945890.000000 Penalty: 6029.696289
	Iteration 12Q: 3 clusters Score -2.394589e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99466 members 
Mstep: Class 2 contains 90889 members 
Entering Unmasked Estep 
Score: -23946076.000000 Penalty: 6029.696289
	Iteration 13Q: 3 clusters Score -2.394608e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99244 members 
Mstep: Class 2 contains 91111 members 
Entering Unmasked Estep 
Score: -23946212.000000 Penalty: 6029.696289
	Iteration 14Q: 3 clusters Score -2.394621e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99015 members 
Mstep: Class 2 contains 91340 members 
Entering Unmasked Estep 
Score: -23946320.000000 Penalty: 6029.696289
	Iteration 15Q: 3 clusters Score -2.394632e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98772 members 
Mstep: Class 2 contains 91583 members 
Entering Unmasked Estep 
Score: -23946506.000000 Penalty: 6029.696289
	Iteration 16Q: 3 clusters Score -2.394651e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98499 members 
Mstep: Class 2 contains 91856 members 
Entering Unmasked Estep 
Score: -23946676.000000 Penalty: 6029.696289
	Iteration 17Q: 3 clusters Score -2.394668e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98211 members 
Mstep: Class 2 contains 92144 members 
Entering Unmasked Estep 
Score: -23946872.000000 Penalty: 6029.696289
	Iteration 18Q: 3 clusters Score -2.394687e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97866 members 
Mstep: Class 2 contains 92489 members 
Entering Unmasked Estep 
Score: -23947010.000000 Penalty: 6029.696289
	Iteration 19Q: 3 clusters Score -2.394701e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97439 members 
Mstep: Class 2 contains 92916 members 
Entering Unmasked Estep 
Score: -23947248.000000 Penalty: 6029.696289
	Iteration 20F: 3 clusters Score -2.394725e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96952 members 
Mstep: Class 2 contains 93403 members 
Entering Unmasked Estep 
Score: -23947502.000000 Penalty: 6029.696289
	Iteration 21Q: 3 clusters Score -2.39475e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96373 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -23947592.000000 Penalty: 6029.696289
	Iteration 22Q: 3 clusters Score -2.394759e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95720 members 
Mstep: Class 2 contains 94635 members 
Entering Unmasked Estep 
Score: -23947904.000000 Penalty: 6029.696289
	Iteration 23Q: 3 clusters Score -2.39479e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94962 members 
Mstep: Class 2 contains 95393 members 
Entering Unmasked Estep 
Score: -23948170.000000 Penalty: 6029.696289
	Iteration 24Q: 3 clusters Score -2.394817e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 96237 members 
Entering Unmasked Estep 
Score: -23948304.000000 Penalty: 6029.696289
	Iteration 25Q: 3 clusters Score -2.39483e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93173 members 
Mstep: Class 2 contains 97182 members 
Entering Unmasked Estep 
Score: -23948718.000000 Penalty: 6029.696289
	Iteration 26Q: 3 clusters Score -2.394872e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92050 members 
Mstep: Class 2 contains 98305 members 
Entering Unmasked Estep 
Score: -23949080.000000 Penalty: 6029.696289
	Iteration 27Q: 3 clusters Score -2.394908e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90769 members 
Mstep: Class 2 contains 99586 members 
Entering Unmasked Estep 
Score: -23949532.000000 Penalty: 6029.696289
	Iteration 28Q: 3 clusters Score -2.394953e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 101016 members 
Entering Unmasked Estep 
Score: -23950074.000000 Penalty: 6029.696289
	Iteration 29Q: 3 clusters Score -2.395007e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87796 members 
Mstep: Class 2 contains 102559 members 
Entering Unmasked Estep 
Score: -23950684.000000 Penalty: 6029.696289
	Iteration 30Q: 3 clusters Score -2.395068e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86108 members 
Mstep: Class 2 contains 104247 members 
Entering Unmasked Estep 
Score: -23951178.000000 Penalty: 6029.696289
	Iteration 31Q: 3 clusters Score -2.395118e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84315 members 
Mstep: Class 2 contains 106040 members 
Entering Unmasked Estep 
Score: -23951558.000000 Penalty: 6029.696289
	Iteration 32Q: 3 clusters Score -2.395156e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82404 members 
Mstep: Class 2 contains 107951 members 
Entering Unmasked Estep 
Score: -23952170.000000 Penalty: 6029.696289
	Iteration 33Q: 3 clusters Score -2.395217e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 109971 members 
Entering Unmasked Estep 
Score: -23952788.000000 Penalty: 6029.696289
	Iteration 34Q: 3 clusters Score -2.395279e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78337 members 
Mstep: Class 2 contains 112018 members 
Entering Unmasked Estep 
Score: -23953438.000000 Penalty: 6029.696289
	Iteration 35Q: 3 clusters Score -2.395344e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 114132 members 
Entering Unmasked Estep 
Score: -23954086.000000 Penalty: 6029.696289
	Iteration 36Q: 3 clusters Score -2.395409e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74029 members 
Mstep: Class 2 contains 116326 members 
Entering Unmasked Estep 
Score: -23954702.000000 Penalty: 6029.696289
	Iteration 37Q: 3 clusters Score -2.39547e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71898 members 
Mstep: Class 2 contains 118457 members 
Entering Unmasked Estep 
Score: -23955232.000000 Penalty: 6029.696289
	Iteration 38Q: 3 clusters Score -2.395523e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69762 members 
Mstep: Class 2 contains 120593 members 
Entering Unmasked Estep 
Score: -23955826.000000 Penalty: 6029.696289
	Iteration 39Q: 3 clusters Score -2.395583e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67667 members 
Mstep: Class 2 contains 122688 members 
Entering Unmasked Estep 
Score: -23956444.000000 Penalty: 6029.696289
	Iteration 40F: 3 clusters Score -2.395644e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 124683 members 
Entering Unmasked Estep 
Score: -23957142.000000 Penalty: 6029.696289
	Iteration 41Q: 3 clusters Score -2.395714e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 126629 members 
Entering Unmasked Estep 
Score: -23957580.000000 Penalty: 6029.696289
	Iteration 42Q: 3 clusters Score -2.395758e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 128421 members 
Entering Unmasked Estep 
Score: -23958008.000000 Penalty: 6029.696289
	Iteration 43Q: 3 clusters Score -2.395801e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 130270 members 
Entering Unmasked Estep 
Score: -23958408.000000 Penalty: 6029.696289
	Iteration 44Q: 3 clusters Score -2.395841e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 132175 members 
Entering Unmasked Estep 
Score: -23958922.000000 Penalty: 6029.696289
	Iteration 45Q: 3 clusters Score -2.395892e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 134105 members 
Entering Unmasked Estep 
Score: -23959234.000000 Penalty: 6029.696289
	Iteration 46Q: 3 clusters Score -2.395923e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 136006 members 
Entering Unmasked Estep 
Score: -23959648.000000 Penalty: 6029.696289
	Iteration 47Q: 3 clusters Score -2.395965e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52424 members 
Mstep: Class 2 contains 137931 members 
Entering Unmasked Estep 
Score: -23960148.000000 Penalty: 6029.696289
	Iteration 48Q: 3 clusters Score -2.396015e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 139821 members 
Entering Unmasked Estep 
Score: -23960616.000000 Penalty: 6029.696289
	Iteration 49Q: 3 clusters Score -2.396062e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 141724 members 
Entering Unmasked Estep 
Score: -23960938.000000 Penalty: 6029.696289
	Iteration 50Q: 3 clusters Score -2.396094e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 143609 members 
Entering Unmasked Estep 
Score: -23961236.000000 Penalty: 6029.696289
	Iteration 51Q: 3 clusters Score -2.396124e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 145526 members 
Entering Unmasked Estep 
Score: -23961684.000000 Penalty: 6029.696289
	Iteration 52Q: 3 clusters Score -2.396168e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 147504 members 
Entering Unmasked Estep 
Score: -23962172.000000 Penalty: 6029.696289
	Iteration 53Q: 3 clusters Score -2.396217e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 149506 members 
Entering Unmasked Estep 
Score: -23962640.000000 Penalty: 6029.696289
	Iteration 54Q: 3 clusters Score -2.396264e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 151493 members 
Entering Unmasked Estep 
Score: -23963002.000000 Penalty: 6029.696289
	Iteration 55Q: 3 clusters Score -2.3963e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 153531 members 
Entering Unmasked Estep 
Score: -23963644.000000 Penalty: 6029.696289
	Iteration 56Q: 3 clusters Score -2.396364e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 155614 members 
Entering Unmasked Estep 
Score: -23964232.000000 Penalty: 6029.696289
	Iteration 57Q: 3 clusters Score -2.396423e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 157641 members 
Entering Unmasked Estep 
Score: -23964836.000000 Penalty: 6029.696289
	Iteration 58Q: 3 clusters Score -2.396484e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 159645 members 
Entering Unmasked Estep 
Score: -23965328.000000 Penalty: 6029.696289
	Iteration 59Q: 3 clusters Score -2.396533e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 161517 members 
Entering Unmasked Estep 
Score: -23965744.000000 Penalty: 6029.696289
	Iteration 60F: 3 clusters Score -2.396574e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 163352 members 
Entering Unmasked Estep 
Score: -23966248.000000 Penalty: 6029.696289
	Iteration 61Q: 3 clusters Score -2.396625e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 165116 members 
Entering Unmasked Estep 
Score: -23966700.000000 Penalty: 6029.696289
	Iteration 62Q: 3 clusters Score -2.39667e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 166856 members 
Entering Unmasked Estep 
Score: -23967188.000000 Penalty: 6029.696289
	Iteration 63Q: 3 clusters Score -2.396719e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 168562 members 
Entering Unmasked Estep 
Score: -23967890.000000 Penalty: 6029.696289
	Iteration 64Q: 3 clusters Score -2.396789e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 170200 members 
Entering Unmasked Estep 
Score: -23968446.000000 Penalty: 6029.696289
	Iteration 65Q: 3 clusters Score -2.396845e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 171743 members 
Entering Unmasked Estep 
Score: -23968812.000000 Penalty: 6029.696289
	Iteration 66Q: 3 clusters Score -2.396881e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 173181 members 
Entering Unmasked Estep 
Score: -23969340.000000 Penalty: 6029.696289
	Iteration 67Q: 3 clusters Score -2.396934e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 174448 members 
Entering Unmasked Estep 
Score: -23969672.000000 Penalty: 6029.696289
	Iteration 68Q: 3 clusters Score -2.396967e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 175604 members 
Entering Unmasked Estep 
Score: -23970002.000000 Penalty: 6029.696289
	Iteration 69Q: 3 clusters Score -2.397e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 176634 members 
Entering Unmasked Estep 
Score: -23970102.000000 Penalty: 6029.696289
	Iteration 70Q: 3 clusters Score -2.39701e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 177534 members 
Entering Unmasked Estep 
Score: -23970156.000000 Penalty: 6029.696289
	Iteration 71Q: 3 clusters Score -2.397016e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 178381 members 
Entering Unmasked Estep 
Score: -23970368.000000 Penalty: 6029.696289
	Iteration 72Q: 3 clusters Score -2.397037e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 179164 members 
Entering Unmasked Estep 
Score: -23970572.000000 Penalty: 6029.696289
	Iteration 73Q: 3 clusters Score -2.397057e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 179850 members 
Entering Unmasked Estep 
Score: -23970676.000000 Penalty: 6029.696289
	Iteration 74Q: 3 clusters Score -2.397068e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 180451 members 
Entering Unmasked Estep 
Score: -23970752.000000 Penalty: 6029.696289
	Iteration 75Q: 3 clusters Score -2.397075e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 180982 members 
Entering Unmasked Estep 
Score: -23970818.000000 Penalty: 6029.696289
	Iteration 76Q: 3 clusters Score -2.397082e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 181426 members 
Entering Unmasked Estep 
Score: -23970922.000000 Penalty: 6029.696289
	Iteration 77Q: 3 clusters Score -2.397092e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 181812 members 
Entering Unmasked Estep 
Score: -23970996.000000 Penalty: 6029.696289
	Iteration 78Q: 3 clusters Score -2.3971e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 182133 members 
Entering Unmasked Estep 
Score: -23970976.000000 Penalty: 6029.696289
	Iteration 79Q: 3 clusters Score -2.397098e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 182417 members 
Entering Unmasked Estep 
Score: -23971022.000000 Penalty: 6029.696289
	Iteration 80F: 3 clusters Score -2.397102e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 182653 members 
Entering Unmasked Estep 
Score: -23971094.000000 Penalty: 6029.696289
	Iteration 81Q: 3 clusters Score -2.397109e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 182864 members 
Entering Unmasked Estep 
Score: -23971082.000000 Penalty: 6029.696289
	Iteration 82Q: 3 clusters Score -2.397108e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 183059 members 
Entering Unmasked Estep 
Score: -23971078.000000 Penalty: 6029.696289
	Iteration 83Q: 3 clusters Score -2.397108e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 183213 members 
Entering Unmasked Estep 
Score: -23971098.000000 Penalty: 6029.696289
	Iteration 84Q: 3 clusters Score -2.39711e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 183374 members 
Entering Unmasked Estep 
Score: -23971004.000000 Penalty: 6029.696289
	Iteration 85Q: 3 clusters Score -2.3971e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 183520 members 
Entering Unmasked Estep 
Score: -23971036.000000 Penalty: 6029.696289
	Iteration 86Q: 3 clusters Score -2.397104e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 183653 members 
Entering Unmasked Estep 
Score: -23971052.000000 Penalty: 6029.696289
	Iteration 87Q: 3 clusters Score -2.397105e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 183778 members 
Entering Unmasked Estep 
Score: -23971072.000000 Penalty: 6029.696289
	Iteration 88Q: 3 clusters Score -2.397107e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 183900 members 
Entering Unmasked Estep 
Score: -23971058.000000 Penalty: 6029.696289
	Iteration 89Q: 3 clusters Score -2.397106e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 183994 members 
Entering Unmasked Estep 
Score: -23971048.000000 Penalty: 6029.696289
	Iteration 90Q: 3 clusters Score -2.397105e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 184086 members 
Entering Unmasked Estep 
Score: -23971060.000000 Penalty: 6029.696289
	Iteration 91Q: 3 clusters Score -2.397106e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 184166 members 
Entering Unmasked Estep 
Score: -23971040.000000 Penalty: 6029.696289
	Iteration 92Q: 3 clusters Score -2.397104e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 184225 members 
Entering Unmasked Estep 
Score: -23971030.000000 Penalty: 6029.696289
	Iteration 93Q: 3 clusters Score -2.397103e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 184277 members 
Entering Unmasked Estep 
Score: -23971068.000000 Penalty: 6029.696289
	Iteration 94Q: 3 clusters Score -2.397107e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 184316 members 
Entering Unmasked Estep 
Score: -23971092.000000 Penalty: 6029.696289
	Iteration 95Q: 3 clusters Score -2.397109e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 184354 members 
Entering Unmasked Estep 
Score: -23971118.000000 Penalty: 6029.696289
	Iteration 96Q: 3 clusters Score -2.397112e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 184395 members 
Entering Unmasked Estep 
Score: -23971118.000000 Penalty: 6029.696289
	Iteration 97Q: 3 clusters Score -2.397112e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 184437 members 
Entering Unmasked Estep 
Score: -23971098.000000 Penalty: 6029.696289
	Iteration 98Q: 3 clusters Score -2.39711e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 184480 members 
Entering Unmasked Estep 
Score: -23971088.000000 Penalty: 6029.696289
	Iteration 99Q: 3 clusters Score -2.397109e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 184511 members 
Entering Unmasked Estep 
Score: -23971110.000000 Penalty: 6029.696289
	Iteration 100F: 3 clusters Score -2.397111e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 184549 members 
Entering Unmasked Estep 
Score: -23971142.000000 Penalty: 6029.696289
	Iteration 101Q: 3 clusters Score -2.397114e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 184596 members 
Entering Unmasked Estep 
Score: -23971148.000000 Penalty: 6029.696289
	Iteration 102Q: 3 clusters Score -2.397115e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 184636 members 
Entering Unmasked Estep 
Score: -23971170.000000 Penalty: 6029.696289
	Iteration 103Q: 3 clusters Score -2.397117e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 184669 members 
Entering Unmasked Estep 
Score: -23971164.000000 Penalty: 6029.696289
	Iteration 104Q: 3 clusters Score -2.397116e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 184699 members 
Entering Unmasked Estep 
Score: -23971188.000000 Penalty: 6029.696289
	Iteration 105Q: 3 clusters Score -2.397119e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 184726 members 
Entering Unmasked Estep 
Score: -23971180.000000 Penalty: 6029.696289
	Iteration 106Q: 3 clusters Score -2.397118e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 184744 members 
Entering Unmasked Estep 
Score: -23971176.000000 Penalty: 6029.696289
	Iteration 107Q: 3 clusters Score -2.397118e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 184766 members 
Entering Unmasked Estep 
Score: -23971178.000000 Penalty: 6029.696289
	Iteration 108Q: 3 clusters Score -2.397118e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 184781 members 
Entering Unmasked Estep 
Score: -23971182.000000 Penalty: 6029.696289
	Iteration 109Q: 3 clusters Score -2.397118e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 184796 members 
Entering Unmasked Estep 
Score: -23971180.000000 Penalty: 6029.696289
	Iteration 110Q: 3 clusters Score -2.397118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 184810 members 
Entering Unmasked Estep 
Score: -23971176.000000 Penalty: 6029.696289
	Iteration 111Q: 3 clusters Score -2.397118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 184822 members 
Entering Unmasked Estep 
Score: -23971184.000000 Penalty: 6029.696289
	Iteration 112Q: 3 clusters Score -2.397118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 184840 members 
Entering Unmasked Estep 
Score: -23971174.000000 Penalty: 6029.696289
	Iteration 113Q: 3 clusters Score -2.397117e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 184861 members 
Entering Unmasked Estep 
Score: -23971168.000000 Penalty: 6029.696289
	Iteration 114Q: 3 clusters Score -2.397117e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 184891 members 
Entering Unmasked Estep 
Score: -23971178.000000 Penalty: 6029.696289
	Iteration 115Q: 3 clusters Score -2.397118e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 184925 members 
Entering Unmasked Estep 
Score: -23971208.000000 Penalty: 6029.696289
	Iteration 116Q: 3 clusters Score -2.397121e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 184956 members 
Entering Unmasked Estep 
Score: -23971198.000000 Penalty: 6029.696289
	Iteration 117Q: 3 clusters Score -2.39712e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 184983 members 
Entering Unmasked Estep 
Score: -23971178.000000 Penalty: 6029.696289
	Iteration 118Q: 3 clusters Score -2.397118e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 185006 members 
Entering Unmasked Estep 
Score: -23971186.000000 Penalty: 6029.696289
	Iteration 119Q: 3 clusters Score -2.397119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 185021 members 
Entering Unmasked Estep 
Score: -23971208.000000 Penalty: 6029.696289
	Iteration 120F: 3 clusters Score -2.397121e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 185038 members 
Entering Unmasked Estep 
Score: -23971224.000000 Penalty: 6029.696289
	Iteration 121Q: 3 clusters Score -2.397122e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 185058 members 
Entering Unmasked Estep 
Score: -23971196.000000 Penalty: 6029.696289
	Iteration 122Q: 3 clusters Score -2.39712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 185069 members 
Entering Unmasked Estep 
Score: -23971186.000000 Penalty: 6029.696289
	Iteration 123Q: 3 clusters Score -2.397119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 185083 members 
Entering Unmasked Estep 
Score: -23971200.000000 Penalty: 6029.696289
	Iteration 124Q: 3 clusters Score -2.39712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 185091 members 
Entering Unmasked Estep 
Score: -23971198.000000 Penalty: 6029.696289
	Iteration 125Q: 3 clusters Score -2.39712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 185098 members 
Entering Unmasked Estep 
Score: -23971206.000000 Penalty: 6029.696289
	Iteration 126Q: 3 clusters Score -2.397121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 185105 members 
Entering Unmasked Estep 
Score: -23971212.000000 Penalty: 6029.696289
	Iteration 127Q: 3 clusters Score -2.397121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 185110 members 
Entering Unmasked Estep 
Score: -23971222.000000 Penalty: 6029.696289
	Iteration 128Q: 3 clusters Score -2.397122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 185116 members 
Entering Unmasked Estep 
Score: -23971224.000000 Penalty: 6029.696289
	Iteration 129Q: 3 clusters Score -2.397122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 185118 members 
Entering Unmasked Estep 
Score: -23971222.000000 Penalty: 6029.696289
	Iteration 130Q: 3 clusters Score -2.397122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 185124 members 
Entering Unmasked Estep 
Score: -23971258.000000 Penalty: 6029.696289
	Iteration 131Q: 3 clusters Score -2.397126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 185130 members 
Entering Unmasked Estep 
Score: -23971254.000000 Penalty: 6029.696289
	Iteration 132Q: 3 clusters Score -2.397125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 185134 members 
Entering Unmasked Estep 
Score: -23971254.000000 Penalty: 6029.696289
	Iteration 133Q: 3 clusters Score -2.397125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 185137 members 
Entering Unmasked Estep 
Score: -23971232.000000 Penalty: 6029.696289
	Iteration 134Q: 3 clusters Score -2.397123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 185144 members 
Entering Unmasked Estep 
Score: -23971210.000000 Penalty: 6029.696289
	Iteration 135Q: 3 clusters Score -2.397121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 185155 members 
Entering Unmasked Estep 
Score: -23971212.000000 Penalty: 6029.696289
	Iteration 136Q: 3 clusters Score -2.397121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 185163 members 
Entering Unmasked Estep 
Score: -23971194.000000 Penalty: 6029.696289
	Iteration 137Q: 3 clusters Score -2.397119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 185170 members 
Entering Unmasked Estep 
Score: -23971204.000000 Penalty: 6029.696289
	Iteration 138Q: 3 clusters Score -2.39712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 185176 members 
Entering Unmasked Estep 
Score: -23971214.000000 Penalty: 6029.696289
	Iteration 139Q: 3 clusters Score -2.397121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 185183 members 
Entering Unmasked Estep 
Score: -23971226.000000 Penalty: 6029.696289
	Iteration 140F: 3 clusters Score -2.397123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 185188 members 
Entering Unmasked Estep 
Score: -23971234.000000 Penalty: 6029.696289
	Iteration 141Q: 3 clusters Score -2.397123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 185191 members 
Entering Unmasked Estep 
Score: -23971230.000000 Penalty: 6029.696289
	Iteration 142Q: 3 clusters Score -2.397123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 185194 members 
Entering Unmasked Estep 
Score: -23971228.000000 Penalty: 6029.696289
	Iteration 143Q: 3 clusters Score -2.397123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 185196 members 
Entering Unmasked Estep 
Score: -23971234.000000 Penalty: 6029.696289
	Iteration 144Q: 3 clusters Score -2.397123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 185196 members 
Entering Unmasked Estep 
Score: -23971234.000000 Penalty: 6029.696289
	Iteration 145F: 3 clusters Score -2.397123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Entering Unmasked Estep 
Score: -284935.781250 Penalty: 1926.910645
	Iteration 0F: 2 clusters Score -284935.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -282043.281250 Penalty: 3853.821289
	Iteration 0F: 3 clusters Score -282043.3 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -282634.468750 Penalty: 3853.821289
	Iteration 1F: 3 clusters Score -282634.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -282803.593750 Penalty: 3853.821289
	Iteration 2F: 3 clusters Score -282803.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -282890.468750 Penalty: 3853.821289
	Iteration 3Q: 3 clusters Score -282890.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -282948.343750 Penalty: 3853.821289
	Iteration 4Q: 3 clusters Score -282948.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -283009.375000 Penalty: 3853.821289
	Iteration 5Q: 3 clusters Score -283009.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -283077.625000 Penalty: 3853.821289
	Iteration 6Q: 3 clusters Score -283077.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -283141.156250 Penalty: 3853.821289
	Iteration 7Q: 3 clusters Score -283141.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -283218.406250 Penalty: 3853.821289
	Iteration 8Q: 3 clusters Score -283218.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -283327.093750 Penalty: 3853.821289
	Iteration 9Q: 3 clusters Score -283327.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -283451.312500 Penalty: 3853.821289
	Iteration 10Q: 3 clusters Score -283451.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -283569.875000 Penalty: 3853.821289
	Iteration 11Q: 3 clusters Score -283569.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -283717.250000 Penalty: 3853.821289
	Iteration 12Q: 3 clusters Score -283717.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -283905.187500 Penalty: 3853.821289
	Iteration 13Q: 3 clusters Score -283905.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -284111.906250 Penalty: 3853.821289
	Iteration 14Q: 3 clusters Score -284111.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -284303.437500 Penalty: 3853.821289
	Iteration 15Q: 3 clusters Score -284303.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -284432.937500 Penalty: 3853.821289
	Iteration 16Q: 3 clusters Score -284432.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -284489.937500 Penalty: 3853.821289
	Iteration 17Q: 3 clusters Score -284489.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -284517.718750 Penalty: 3853.821289
	Iteration 18Q: 3 clusters Score -284517.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -284532.437500 Penalty: 3853.821289
	Iteration 19Q: 3 clusters Score -284532.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -284536.343750 Penalty: 3853.821289
	Iteration 20F: 3 clusters Score -284536.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -284538.000000 Penalty: 3853.821289
	Iteration 21Q: 3 clusters Score -284538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -284541.218750 Penalty: 3853.821289
	Iteration 22Q: 3 clusters Score -284541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -284542.687500 Penalty: 3853.821289
	Iteration 23Q: 3 clusters Score -284542.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -284543.531250 Penalty: 3853.821289
	Iteration 24Q: 3 clusters Score -284543.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -284544.656250 Penalty: 3853.821289
	Iteration 25Q: 3 clusters Score -284544.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -284544.656250 Penalty: 3853.821289
	Iteration 26F: 3 clusters Score -284544.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Entering Unmasked Estep 
Score: -4381293.500000 Penalty: 2590.330566
	Iteration 0F: 2 clusters Score -4381294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -4357847.500000 Penalty: 5180.661133
	Iteration 0F: 3 clusters Score -4357848 nChanged 15674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -4366390.000000 Penalty: 5180.661133
	Iteration 1F: 3 clusters Score -4366390 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -4366791.000000 Penalty: 5180.661133
	Iteration 2Q: 3 clusters Score -4366791 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -4367161.000000 Penalty: 5180.661133
	Iteration 3Q: 3 clusters Score -4367161 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -4367487.000000 Penalty: 5180.661133
	Iteration 4Q: 3 clusters Score -4367487 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -4367854.000000 Penalty: 5180.661133
	Iteration 5Q: 3 clusters Score -4367854 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -4368355.500000 Penalty: 5180.661133
	Iteration 6Q: 3 clusters Score -4368356 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -4369047.000000 Penalty: 5180.661133
	Iteration 7Q: 3 clusters Score -4369047 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -4370178.500000 Penalty: 5180.661133
	Iteration 8F: 3 clusters Score -4370178 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -4371899.500000 Penalty: 5180.661133
	Iteration 9F: 3 clusters Score -4371900 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -4374135.000000 Penalty: 5180.661133
	Iteration 10F: 3 clusters Score -4374135 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -4376162.000000 Penalty: 5180.661133
	Iteration 11F: 3 clusters Score -4376162 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -4377634.500000 Penalty: 5180.661133
	Iteration 12Q: 3 clusters Score -4377634 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -4378385.500000 Penalty: 5180.661133
	Iteration 13Q: 3 clusters Score -4378386 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -4378829.000000 Penalty: 5180.661133
	Iteration 14Q: 3 clusters Score -4378829 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -4379083.500000 Penalty: 5180.661133
	Iteration 15Q: 3 clusters Score -4379084 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -4379206.500000 Penalty: 5180.661133
	Iteration 16Q: 3 clusters Score -4379206 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -4379288.500000 Penalty: 5180.661133
	Iteration 17Q: 3 clusters Score -4379288 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -4379363.500000 Penalty: 5180.661133
	Iteration 18Q: 3 clusters Score -4379364 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -4379398.000000 Penalty: 5180.661133
	Iteration 19Q: 3 clusters Score -4379398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -4379420.000000 Penalty: 5180.661133
	Iteration 20F: 3 clusters Score -4379420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -4379427.500000 Penalty: 5180.661133
	Iteration 21Q: 3 clusters Score -4379428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -4379442.000000 Penalty: 5180.661133
	Iteration 22Q: 3 clusters Score -4379442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -4379435.500000 Penalty: 5180.661133
	Iteration 23Q: 3 clusters Score -4379436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -4379437.000000 Penalty: 5180.661133
	Iteration 24Q: 3 clusters Score -4379437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -4379443.000000 Penalty: 5180.661133
	Iteration 25Q: 3 clusters Score -4379443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -4379445.500000 Penalty: 5180.661133
	Iteration 26Q: 3 clusters Score -4379446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -4379449.500000 Penalty: 5180.661133
	Iteration 27Q: 3 clusters Score -4379450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -4379449.000000 Penalty: 5180.661133
	Iteration 28Q: 3 clusters Score -4379449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -4379449.000000 Penalty: 5180.661133
	Iteration 29F: 3 clusters Score -4379449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -52417.074219 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -52417.07 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 274 members 
Entering Unmasked Estep 
Score: -50908.968750 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -50908.97 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51151.355469 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -51151.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51299.023438 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -51299.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51488.968750 Penalty: 3097.106689
	Iteration 3F: 3 clusters Score -51488.97 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -51658.074219 Penalty: 3097.106689
	Iteration 4F: 3 clusters Score -51658.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51820.828125 Penalty: 3097.106689
	Iteration 5F: 3 clusters Score -51820.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52001.226562 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -52001.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52050.609375 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -52050.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52072.847656 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -52072.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52113.218750 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -52113.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -52155.750000 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -52155.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52231.902344 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -52231.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52277.214844 Penalty: 3097.106689
	Iteration 12Q: 3 clusters Score -52277.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52317.355469 Penalty: 3097.106689
	Iteration 13Q: 3 clusters Score -52317.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -52400.148438 Penalty: 3097.106689
	Iteration 14Q: 3 clusters Score -52400.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -52489.019531 Penalty: 3097.106689
	Iteration 15Q: 3 clusters Score -52489.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -52588.695312 Penalty: 3097.106689
	Iteration 16Q: 3 clusters Score -52588.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -52622.402344 Penalty: 3097.106689
	Iteration 17Q: 3 clusters Score -52622.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -52640.117188 Penalty: 3097.106689
	Iteration 18Q: 3 clusters Score -52640.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -52666.484375 Penalty: 3097.106689
	Iteration 19Q: 3 clusters Score -52666.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -52675.238281 Penalty: 3097.106689
	Iteration 20F: 3 clusters Score -52675.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -52696.042969 Penalty: 3097.106689
	Iteration 21Q: 3 clusters Score -52696.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52742.722656 Penalty: 3097.106689
	Iteration 22Q: 3 clusters Score -52742.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52857.570312 Penalty: 3097.106689
	Iteration 23Q: 3 clusters Score -52857.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -52918.425781 Penalty: 3097.106689
	Iteration 24Q: 3 clusters Score -52918.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -52923.042969 Penalty: 3097.106689
	Iteration 25Q: 3 clusters Score -52923.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52930.660156 Penalty: 3097.106689
	Iteration 26Q: 3 clusters Score -52930.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -52943.585938 Penalty: 3097.106689
	Iteration 27Q: 3 clusters Score -52943.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -52943.585938 Penalty: 3097.106689
	Iteration 28F: 3 clusters Score -52943.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 50826 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4935 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 107897 members 
Mstep: Class 9 contains 287246 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47188 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 61721 members 
Mstep: Class 14 contains 190355 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34368 members 
Mstep: Class 17 contains 259 members 
Mstep: Class 18 contains 120052 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40007 members 
Mstep: Class 22 contains 256 members 
Entering Unmasked Estep 
Score: -119296352.000000 Penalty: 75182.937500
Splitting cluster 17 changes total score from -119297648.000000 to -119296352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (120052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120052 members 
Entering Unmasked Estep 
Score: -15166140.000000 Penalty: 2900.528809
	Iteration 0F: 2 clusters Score -1.516614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 60109 members 
Entering Unmasked Estep 
Score: -15085545.000000 Penalty: 5801.057617
	Iteration 0F: 3 clusters Score -1.508554e+07 nChanged 56986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -15118525.000000 Penalty: 5801.057617
	Iteration 1F: 3 clusters Score -1.511852e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58311 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -15119278.000000 Penalty: 5801.057617
	Iteration 2Q: 3 clusters Score -1.511928e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 62880 members 
Entering Unmasked Estep 
Score: -15120209.000000 Penalty: 5801.057617
	Iteration 3Q: 3 clusters Score -1.512021e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55344 members 
Mstep: Class 2 contains 64708 members 
Entering Unmasked Estep 
Score: -15121610.000000 Penalty: 5801.057617
	Iteration 4Q: 3 clusters Score -1.512161e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 67524 members 
Entering Unmasked Estep 
Score: -15123324.000000 Penalty: 5801.057617
	Iteration 5Q: 3 clusters Score -1.512332e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 71695 members 
Entering Unmasked Estep 
Score: -15126519.000000 Penalty: 5801.057617
	Iteration 6F: 3 clusters Score -1.512652e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 77467 members 
Entering Unmasked Estep 
Score: -15131695.000000 Penalty: 5801.057617
	Iteration 7F: 3 clusters Score -1.51317e+07 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 84573 members 
Entering Unmasked Estep 
Score: -15138848.000000 Penalty: 5801.057617
	Iteration 8F: 3 clusters Score -1.513885e+07 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 91568 members 
Entering Unmasked Estep 
Score: -15146221.000000 Penalty: 5801.057617
	Iteration 9F: 3 clusters Score -1.514622e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 96959 members 
Entering Unmasked Estep 
Score: -15151865.000000 Penalty: 5801.057617
	Iteration 10F: 3 clusters Score -1.515186e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 100715 members 
Entering Unmasked Estep 
Score: -15155432.000000 Penalty: 5801.057617
	Iteration 11Q: 3 clusters Score -1.515543e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 103403 members 
Entering Unmasked Estep 
Score: -15157326.000000 Penalty: 5801.057617
	Iteration 12Q: 3 clusters Score -1.515733e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 105549 members 
Entering Unmasked Estep 
Score: -15158704.000000 Penalty: 5801.057617
	Iteration 13Q: 3 clusters Score -1.51587e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 107389 members 
Entering Unmasked Estep 
Score: -15159670.000000 Penalty: 5801.057617
	Iteration 14Q: 3 clusters Score -1.515967e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 108920 members 
Entering Unmasked Estep 
Score: -15160428.000000 Penalty: 5801.057617
	Iteration 15Q: 3 clusters Score -1.516043e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 110256 members 
Entering Unmasked Estep 
Score: -15161017.000000 Penalty: 5801.057617
	Iteration 16Q: 3 clusters Score -1.516102e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 111410 members 
Entering Unmasked Estep 
Score: -15161517.000000 Penalty: 5801.057617
	Iteration 17Q: 3 clusters Score -1.516152e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 112439 members 
Entering Unmasked Estep 
Score: -15161989.000000 Penalty: 5801.057617
	Iteration 18Q: 3 clusters Score -1.516199e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 113273 members 
Entering Unmasked Estep 
Score: -15162279.000000 Penalty: 5801.057617
	Iteration 19Q: 3 clusters Score -1.516228e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 113974 members 
Entering Unmasked Estep 
Score: -15162589.000000 Penalty: 5801.057617
	Iteration 20F: 3 clusters Score -1.516259e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 114592 members 
Entering Unmasked Estep 
Score: -15162747.000000 Penalty: 5801.057617
	Iteration 21Q: 3 clusters Score -1.516275e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 115149 members 
Entering Unmasked Estep 
Score: -15162954.000000 Penalty: 5801.057617
	Iteration 22Q: 3 clusters Score -1.516295e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 115602 members 
Entering Unmasked Estep 
Score: -15163088.000000 Penalty: 5801.057617
	Iteration 23Q: 3 clusters Score -1.516309e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 115963 members 
Entering Unmasked Estep 
Score: -15163268.000000 Penalty: 5801.057617
	Iteration 24Q: 3 clusters Score -1.516327e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 116251 members 
Entering Unmasked Estep 
Score: -15163386.000000 Penalty: 5801.057617
	Iteration 25Q: 3 clusters Score -1.516339e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 116487 members 
Entering Unmasked Estep 
Score: -15163423.000000 Penalty: 5801.057617
	Iteration 26Q: 3 clusters Score -1.516342e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 116687 members 
Entering Unmasked Estep 
Score: -15163493.000000 Penalty: 5801.057617
	Iteration 27Q: 3 clusters Score -1.516349e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 116862 members 
Entering Unmasked Estep 
Score: -15163500.000000 Penalty: 5801.057617
	Iteration 28Q: 3 clusters Score -1.51635e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 117029 members 
Entering Unmasked Estep 
Score: -15163576.000000 Penalty: 5801.057617
	Iteration 29Q: 3 clusters Score -1.516358e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 117176 members 
Entering Unmasked Estep 
Score: -15163601.000000 Penalty: 5801.057617
	Iteration 30Q: 3 clusters Score -1.51636e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 117304 members 
Entering Unmasked Estep 
Score: -15163628.000000 Penalty: 5801.057617
	Iteration 31Q: 3 clusters Score -1.516363e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 117418 members 
Entering Unmasked Estep 
Score: -15163661.000000 Penalty: 5801.057617
	Iteration 32Q: 3 clusters Score -1.516366e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 117514 members 
Entering Unmasked Estep 
Score: -15163660.000000 Penalty: 5801.057617
	Iteration 33Q: 3 clusters Score -1.516366e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 117600 members 
Entering Unmasked Estep 
Score: -15163688.000000 Penalty: 5801.057617
	Iteration 34Q: 3 clusters Score -1.516369e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 117680 members 
Entering Unmasked Estep 
Score: -15163729.000000 Penalty: 5801.057617
	Iteration 35Q: 3 clusters Score -1.516373e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 117748 members 
Entering Unmasked Estep 
Score: -15163740.000000 Penalty: 5801.057617
	Iteration 36Q: 3 clusters Score -1.516374e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 117821 members 
Entering Unmasked Estep 
Score: -15163748.000000 Penalty: 5801.057617
	Iteration 37Q: 3 clusters Score -1.516375e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 117887 members 
Entering Unmasked Estep 
Score: -15163783.000000 Penalty: 5801.057617
	Iteration 38Q: 3 clusters Score -1.516378e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 117955 members 
Entering Unmasked Estep 
Score: -15163815.000000 Penalty: 5801.057617
	Iteration 39Q: 3 clusters Score -1.516382e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 118007 members 
Entering Unmasked Estep 
Score: -15163820.000000 Penalty: 5801.057617
	Iteration 40F: 3 clusters Score -1.516382e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 118054 members 
Entering Unmasked Estep 
Score: -15163782.000000 Penalty: 5801.057617
	Iteration 41Q: 3 clusters Score -1.516378e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 118091 members 
Entering Unmasked Estep 
Score: -15163788.000000 Penalty: 5801.057617
	Iteration 42Q: 3 clusters Score -1.516379e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 118126 members 
Entering Unmasked Estep 
Score: -15163794.000000 Penalty: 5801.057617
	Iteration 43Q: 3 clusters Score -1.516379e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 118158 members 
Entering Unmasked Estep 
Score: -15163815.000000 Penalty: 5801.057617
	Iteration 44Q: 3 clusters Score -1.516382e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 118183 members 
Entering Unmasked Estep 
Score: -15163820.000000 Penalty: 5801.057617
	Iteration 45Q: 3 clusters Score -1.516382e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 118210 members 
Entering Unmasked Estep 
Score: -15163821.000000 Penalty: 5801.057617
	Iteration 46Q: 3 clusters Score -1.516382e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 118236 members 
Entering Unmasked Estep 
Score: -15163786.000000 Penalty: 5801.057617
	Iteration 47Q: 3 clusters Score -1.516379e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 118270 members 
Entering Unmasked Estep 
Score: -15163800.000000 Penalty: 5801.057617
	Iteration 48Q: 3 clusters Score -1.51638e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 118301 members 
Entering Unmasked Estep 
Score: -15163794.000000 Penalty: 5801.057617
	Iteration 49Q: 3 clusters Score -1.516379e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 118322 members 
Entering Unmasked Estep 
Score: -15163789.000000 Penalty: 5801.057617
	Iteration 50Q: 3 clusters Score -1.516379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 118338 members 
Entering Unmasked Estep 
Score: -15163783.000000 Penalty: 5801.057617
	Iteration 51Q: 3 clusters Score -1.516378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 118348 members 
Entering Unmasked Estep 
Score: -15163785.000000 Penalty: 5801.057617
	Iteration 52Q: 3 clusters Score -1.516378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 118359 members 
Entering Unmasked Estep 
Score: -15163789.000000 Penalty: 5801.057617
	Iteration 53Q: 3 clusters Score -1.516379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 118362 members 
Entering Unmasked Estep 
Score: -15163794.000000 Penalty: 5801.057617
	Iteration 54Q: 3 clusters Score -1.516379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 118365 members 
Entering Unmasked Estep 
Score: -15163791.000000 Penalty: 5801.057617
	Iteration 55Q: 3 clusters Score -1.516379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 118368 members 
Entering Unmasked Estep 
Score: -15163784.000000 Penalty: 5801.057617
	Iteration 56Q: 3 clusters Score -1.516378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 118375 members 
Entering Unmasked Estep 
Score: -15163782.000000 Penalty: 5801.057617
	Iteration 57Q: 3 clusters Score -1.516378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 118385 members 
Entering Unmasked Estep 
Score: -15163785.000000 Penalty: 5801.057617
	Iteration 58Q: 3 clusters Score -1.516378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 118388 members 
Entering Unmasked Estep 
Score: -15163783.000000 Penalty: 5801.057617
	Iteration 59Q: 3 clusters Score -1.516378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 118390 members 
Entering Unmasked Estep 
Score: -15163782.000000 Penalty: 5801.057617
	Iteration 60F: 3 clusters Score -1.516378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 118393 members 
Entering Unmasked Estep 
Score: -15163783.000000 Penalty: 5801.057617
	Iteration 61Q: 3 clusters Score -1.516378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 118396 members 
Entering Unmasked Estep 
Score: -15163790.000000 Penalty: 5801.057617
	Iteration 62Q: 3 clusters Score -1.516379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 118398 members 
Entering Unmasked Estep 
Score: -15163789.000000 Penalty: 5801.057617
	Iteration 63Q: 3 clusters Score -1.516379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 118401 members 
Entering Unmasked Estep 
Score: -15163785.000000 Penalty: 5801.057617
	Iteration 64Q: 3 clusters Score -1.516378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 118402 members 
Entering Unmasked Estep 
Score: -15163789.000000 Penalty: 5801.057617
	Iteration 65Q: 3 clusters Score -1.516379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 118403 members 
Entering Unmasked Estep 
Score: -15163783.000000 Penalty: 5801.057617
	Iteration 66Q: 3 clusters Score -1.516378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 118407 members 
Entering Unmasked Estep 
Score: -15163781.000000 Penalty: 5801.057617
	Iteration 67Q: 3 clusters Score -1.516378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 118409 members 
Entering Unmasked Estep 
Score: -15163777.000000 Penalty: 5801.057617
	Iteration 68Q: 3 clusters Score -1.516378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 118413 members 
Entering Unmasked Estep 
Score: -15163785.000000 Penalty: 5801.057617
	Iteration 69Q: 3 clusters Score -1.516378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 118418 members 
Entering Unmasked Estep 
Score: -15163788.000000 Penalty: 5801.057617
	Iteration 70Q: 3 clusters Score -1.516379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 118421 members 
Entering Unmasked Estep 
Score: -15163779.000000 Penalty: 5801.057617
	Iteration 71Q: 3 clusters Score -1.516378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 118425 members 
Entering Unmasked Estep 
Score: -15163776.000000 Penalty: 5801.057617
	Iteration 72Q: 3 clusters Score -1.516378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 118427 members 
Entering Unmasked Estep 
Score: -15163784.000000 Penalty: 5801.057617
	Iteration 73Q: 3 clusters Score -1.516378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 118431 members 
Entering Unmasked Estep 
Score: -15163787.000000 Penalty: 5801.057617
	Iteration 74Q: 3 clusters Score -1.516379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 118432 members 
Entering Unmasked Estep 
Score: -15163790.000000 Penalty: 5801.057617
	Iteration 75Q: 3 clusters Score -1.516379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 118433 members 
Entering Unmasked Estep 
Score: -15163800.000000 Penalty: 5801.057617
	Iteration 76Q: 3 clusters Score -1.51638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 118434 members 
Entering Unmasked Estep 
Score: -15163801.000000 Penalty: 5801.057617
	Iteration 77Q: 3 clusters Score -1.51638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 118435 members 
Entering Unmasked Estep 
Score: -15163798.000000 Penalty: 5801.057617
	Iteration 78Q: 3 clusters Score -1.51638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 118436 members 
Entering Unmasked Estep 
Score: -15163798.000000 Penalty: 5801.057617
	Iteration 79Q: 3 clusters Score -1.51638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 118438 members 
Entering Unmasked Estep 
Score: -15163800.000000 Penalty: 5801.057617
	Iteration 80F: 3 clusters Score -1.51638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 118440 members 
Entering Unmasked Estep 
Score: -15163796.000000 Penalty: 5801.057617
	Iteration 81Q: 3 clusters Score -1.51638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 118441 members 
Entering Unmasked Estep 
Score: -15163808.000000 Penalty: 5801.057617
	Iteration 82Q: 3 clusters Score -1.516381e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 118441 members 
Entering Unmasked Estep 
Score: -15163808.000000 Penalty: 5801.057617
	Iteration 83F: 3 clusters Score -1.516381e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -55095.140625 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -55095.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53588.468750 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -53588.47 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53867.960938 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -53867.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54052.777344 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -54052.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54191.605469 Penalty: 3110.410156
	Iteration 3F: 3 clusters Score -54191.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54295.910156 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -54295.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54494.925781 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -54494.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54591.519531 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -54591.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -54664.640625 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -54664.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54762.511719 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -54762.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54847.160156 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -54847.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -54878.332031 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -54878.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54988.515625 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -54988.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55051.910156 Penalty: 3110.410156
	Iteration 12Q: 3 clusters Score -55051.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55129.722656 Penalty: 3110.410156
	Iteration 13Q: 3 clusters Score -55129.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -55178.773438 Penalty: 3110.410156
	Iteration 14Q: 3 clusters Score -55178.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55196.769531 Penalty: 3110.410156
	Iteration 15Q: 3 clusters Score -55196.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55216.019531 Penalty: 3110.410156
	Iteration 16Q: 3 clusters Score -55216.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -55282.667969 Penalty: 3110.410156
	Iteration 17Q: 3 clusters Score -55282.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55442.949219 Penalty: 3110.410156
	Iteration 18Q: 3 clusters Score -55442.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55486.097656 Penalty: 3110.410156
	Iteration 19Q: 3 clusters Score -55486.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55516.441406 Penalty: 3110.410156
	Iteration 20F: 3 clusters Score -55516.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55598.742188 Penalty: 3110.410156
	Iteration 21Q: 3 clusters Score -55598.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55736.191406 Penalty: 3110.410156
	Iteration 22Q: 3 clusters Score -55736.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55776.910156 Penalty: 3110.410156
	Iteration 23Q: 3 clusters Score -55776.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55776.910156 Penalty: 3110.410156
	Iteration 24F: 3 clusters Score -55776.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 50826 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4935 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 107897 members 
Mstep: Class 9 contains 287246 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47188 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 61721 members 
Mstep: Class 14 contains 190355 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34368 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120052 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40007 members 
Mstep: Class 22 contains 256 members 
Entering Unmasked Estep 
Score: -119296448.000000 Penalty: 75182.937500
Splitting cluster 19 changes total score from -119297648.000000 to -119296448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -13928.078125 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -13928.08 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 77 members 
Entering Unmasked Estep 
Score: -12953.230469 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -12953.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13019.313477 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -13019.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13050.803711 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -13050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13050.803711 Penalty: 2514.176514
	Iteration 3F: 3 clusters Score -13050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Entering Unmasked Estep 
Score: -5095759.000000 Penalty: 2628.008789
	Iteration 0F: 2 clusters Score -5095759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -5068772.500000 Penalty: 5256.017578
	Iteration 0F: 3 clusters Score -5068772 nChanged 18276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -5078549.000000 Penalty: 5256.017578
	Iteration 1F: 3 clusters Score -5078549 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -5079037.000000 Penalty: 5256.017578
	Iteration 2Q: 3 clusters Score -5079037 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -5079481.000000 Penalty: 5256.017578
	Iteration 3Q: 3 clusters Score -5079481 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -5079958.500000 Penalty: 5256.017578
	Iteration 4Q: 3 clusters Score -5079958 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -5080424.500000 Penalty: 5256.017578
	Iteration 5Q: 3 clusters Score -5080424 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -5080941.000000 Penalty: 5256.017578
	Iteration 6Q: 3 clusters Score -5080941 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -5081535.500000 Penalty: 5256.017578
	Iteration 7Q: 3 clusters Score -5081536 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -5082256.000000 Penalty: 5256.017578
	Iteration 8Q: 3 clusters Score -5082256 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -5083170.500000 Penalty: 5256.017578
	Iteration 9Q: 3 clusters Score -5083170 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -5084198.500000 Penalty: 5256.017578
	Iteration 10Q: 3 clusters Score -5084198 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -5085457.500000 Penalty: 5256.017578
	Iteration 11F: 3 clusters Score -5085458 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -5086760.500000 Penalty: 5256.017578
	Iteration 12F: 3 clusters Score -5086760 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -5087829.000000 Penalty: 5256.017578
	Iteration 13Q: 3 clusters Score -5087829 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -5088430.000000 Penalty: 5256.017578
	Iteration 14Q: 3 clusters Score -5088430 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -5088660.500000 Penalty: 5256.017578
	Iteration 15Q: 3 clusters Score -5088660 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -5088819.000000 Penalty: 5256.017578
	Iteration 16Q: 3 clusters Score -5088819 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -5088908.500000 Penalty: 5256.017578
	Iteration 17Q: 3 clusters Score -5088908 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -5089003.500000 Penalty: 5256.017578
	Iteration 18Q: 3 clusters Score -5089004 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -5089078.500000 Penalty: 5256.017578
	Iteration 19Q: 3 clusters Score -5089078 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -5089139.000000 Penalty: 5256.017578
	Iteration 20F: 3 clusters Score -5089139 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -5089204.500000 Penalty: 5256.017578
	Iteration 21Q: 3 clusters Score -5089204 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -5089282.500000 Penalty: 5256.017578
	Iteration 22Q: 3 clusters Score -5089282 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -5089383.000000 Penalty: 5256.017578
	Iteration 23Q: 3 clusters Score -5089383 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -5089445.500000 Penalty: 5256.017578
	Iteration 24Q: 3 clusters Score -5089446 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -5089544.500000 Penalty: 5256.017578
	Iteration 25Q: 3 clusters Score -5089544 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -5089638.500000 Penalty: 5256.017578
	Iteration 26Q: 3 clusters Score -5089638 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -5089772.500000 Penalty: 5256.017578
	Iteration 27Q: 3 clusters Score -5089772 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -5089904.500000 Penalty: 5256.017578
	Iteration 28Q: 3 clusters Score -5089904 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -5090038.500000 Penalty: 5256.017578
	Iteration 29Q: 3 clusters Score -5090038 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -5090119.500000 Penalty: 5256.017578
	Iteration 30Q: 3 clusters Score -5090120 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -5090223.000000 Penalty: 5256.017578
	Iteration 31Q: 3 clusters Score -5090223 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -5090335.500000 Penalty: 5256.017578
	Iteration 32Q: 3 clusters Score -5090336 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -5090438.000000 Penalty: 5256.017578
	Iteration 33Q: 3 clusters Score -5090438 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -5090548.500000 Penalty: 5256.017578
	Iteration 34Q: 3 clusters Score -5090548 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -5090646.500000 Penalty: 5256.017578
	Iteration 35Q: 3 clusters Score -5090646 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -5090760.000000 Penalty: 5256.017578
	Iteration 36Q: 3 clusters Score -5090760 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -5090870.500000 Penalty: 5256.017578
	Iteration 37Q: 3 clusters Score -5090870 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -5090940.000000 Penalty: 5256.017578
	Iteration 38Q: 3 clusters Score -5090940 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -5090980.000000 Penalty: 5256.017578
	Iteration 39Q: 3 clusters Score -5090980 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -5091055.000000 Penalty: 5256.017578
	Iteration 40F: 3 clusters Score -5091055 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -5091121.500000 Penalty: 5256.017578
	Iteration 41Q: 3 clusters Score -5091122 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -5091176.000000 Penalty: 5256.017578
	Iteration 42Q: 3 clusters Score -5091176 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -5091247.500000 Penalty: 5256.017578
	Iteration 43Q: 3 clusters Score -5091248 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -5091329.500000 Penalty: 5256.017578
	Iteration 44Q: 3 clusters Score -5091330 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -5091399.500000 Penalty: 5256.017578
	Iteration 45Q: 3 clusters Score -5091400 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -5091492.000000 Penalty: 5256.017578
	Iteration 46Q: 3 clusters Score -5091492 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -5091575.500000 Penalty: 5256.017578
	Iteration 47Q: 3 clusters Score -5091576 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -5091670.000000 Penalty: 5256.017578
	Iteration 48Q: 3 clusters Score -5091670 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -5091747.000000 Penalty: 5256.017578
	Iteration 49Q: 3 clusters Score -5091747 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -5091834.000000 Penalty: 5256.017578
	Iteration 50Q: 3 clusters Score -5091834 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -5091910.500000 Penalty: 5256.017578
	Iteration 51Q: 3 clusters Score -5091910 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -5092010.000000 Penalty: 5256.017578
	Iteration 52Q: 3 clusters Score -5092010 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -5092087.000000 Penalty: 5256.017578
	Iteration 53Q: 3 clusters Score -5092087 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -5092176.000000 Penalty: 5256.017578
	Iteration 54Q: 3 clusters Score -5092176 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -5092267.500000 Penalty: 5256.017578
	Iteration 55Q: 3 clusters Score -5092268 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -5092345.500000 Penalty: 5256.017578
	Iteration 56Q: 3 clusters Score -5092346 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -5092427.000000 Penalty: 5256.017578
	Iteration 57Q: 3 clusters Score -5092427 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -5092542.500000 Penalty: 5256.017578
	Iteration 58Q: 3 clusters Score -5092542 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -5092635.500000 Penalty: 5256.017578
	Iteration 59Q: 3 clusters Score -5092636 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -5092727.000000 Penalty: 5256.017578
	Iteration 60F: 3 clusters Score -5092727 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -5092797.500000 Penalty: 5256.017578
	Iteration 61Q: 3 clusters Score -5092798 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -5092875.000000 Penalty: 5256.017578
	Iteration 62Q: 3 clusters Score -5092875 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -5092969.500000 Penalty: 5256.017578
	Iteration 63Q: 3 clusters Score -5092970 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -5093017.000000 Penalty: 5256.017578
	Iteration 64Q: 3 clusters Score -5093017 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -5093090.500000 Penalty: 5256.017578
	Iteration 65Q: 3 clusters Score -5093090 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -5093142.500000 Penalty: 5256.017578
	Iteration 66Q: 3 clusters Score -5093142 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -5093217.500000 Penalty: 5256.017578
	Iteration 67Q: 3 clusters Score -5093218 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5093285 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -5093329.500000 Penalty: 5256.017578
	Iteration 69Q: 3 clusters Score -5093330 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -5093381.000000 Penalty: 5256.017578
	Iteration 70Q: 3 clusters Score -5093381 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -5093426.500000 Penalty: 5256.017578
	Iteration 71Q: 3 clusters Score -5093426 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -5093452.000000 Penalty: 5256.017578
	Iteration 72Q: 3 clusters Score -5093452 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -5093493.500000 Penalty: 5256.017578
	Iteration 73Q: 3 clusters Score -5093494 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -5093519.500000 Penalty: 5256.017578
	Iteration 74Q: 3 clusters Score -5093520 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -5093527.500000 Penalty: 5256.017578
	Iteration 75Q: 3 clusters Score -5093528 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -5093552.000000 Penalty: 5256.017578
	Iteration 76Q: 3 clusters Score -5093552 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -5093604.000000 Penalty: 5256.017578
	Iteration 77Q: 3 clusters Score -5093604 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -5093633.000000 Penalty: 5256.017578
	Iteration 78Q: 3 clusters Score -5093633 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -5093667.000000 Penalty: 5256.017578
	Iteration 79Q: 3 clusters Score -5093667 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -5093703.500000 Penalty: 5256.017578
	Iteration 80F: 3 clusters Score -5093704 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -5093720.500000 Penalty: 5256.017578
	Iteration 81Q: 3 clusters Score -5093720 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -5093717.500000 Penalty: 5256.017578
	Iteration 82Q: 3 clusters Score -5093718 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -5093746.500000 Penalty: 5256.017578
	Iteration 83Q: 3 clusters Score -5093746 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -5093771.000000 Penalty: 5256.017578
	Iteration 84Q: 3 clusters Score -5093771 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -5093814.500000 Penalty: 5256.017578
	Iteration 85Q: 3 clusters Score -5093814 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -5093838.500000 Penalty: 5256.017578
	Iteration 86Q: 3 clusters Score -5093838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -5093854.500000 Penalty: 5256.017578
	Iteration 87Q: 3 clusters Score -5093854 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -5093862.500000 Penalty: 5256.017578
	Iteration 88Q: 3 clusters Score -5093862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -5093886.000000 Penalty: 5256.017578
	Iteration 89Q: 3 clusters Score -5093886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -5093884.000000 Penalty: 5256.017578
	Iteration 90Q: 3 clusters Score -5093884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -5093893.000000 Penalty: 5256.017578
	Iteration 91Q: 3 clusters Score -5093893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -5093905.500000 Penalty: 5256.017578
	Iteration 92Q: 3 clusters Score -5093906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5093905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -5093899.500000 Penalty: 5256.017578
	Iteration 94Q: 3 clusters Score -5093900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -5093917.500000 Penalty: 5256.017578
	Iteration 95Q: 3 clusters Score -5093918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -5093922.000000 Penalty: 5256.017578
	Iteration 96Q: 3 clusters Score -5093922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -5093935.000000 Penalty: 5256.017578
	Iteration 97Q: 3 clusters Score -5093935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -5093936.000000 Penalty: 5256.017578
	Iteration 98Q: 3 clusters Score -5093936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -5093935.000000 Penalty: 5256.017578
	Iteration 99Q: 3 clusters Score -5093935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -5093937.500000 Penalty: 5256.017578
	Iteration 100F: 3 clusters Score -5093938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -5093941.000000 Penalty: 5256.017578
	Iteration 101Q: 3 clusters Score -5093941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -5093943.500000 Penalty: 5256.017578
	Iteration 102Q: 3 clusters Score -5093944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -5093947.000000 Penalty: 5256.017578
	Iteration 103Q: 3 clusters Score -5093947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -5093942.500000 Penalty: 5256.017578
	Iteration 104Q: 3 clusters Score -5093942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -5093940.000000 Penalty: 5256.017578
	Iteration 105Q: 3 clusters Score -5093940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -5093948.500000 Penalty: 5256.017578
	Iteration 106Q: 3 clusters Score -5093948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -5093952.000000 Penalty: 5256.017578
	Iteration 107Q: 3 clusters Score -5093952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -5093949.500000 Penalty: 5256.017578
	Iteration 108Q: 3 clusters Score -5093950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -5093954.000000 Penalty: 5256.017578
	Iteration 109Q: 3 clusters Score -5093954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -5093956.000000 Penalty: 5256.017578
	Iteration 110Q: 3 clusters Score -5093956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -5093956.500000 Penalty: 5256.017578
	Iteration 111Q: 3 clusters Score -5093956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -5093954.500000 Penalty: 5256.017578
	Iteration 112Q: 3 clusters Score -5093954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -5093957.500000 Penalty: 5256.017578
	Iteration 113Q: 3 clusters Score -5093958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -5093956.500000 Penalty: 5256.017578
	Iteration 114Q: 3 clusters Score -5093956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -5093953.500000 Penalty: 5256.017578
	Iteration 115Q: 3 clusters Score -5093954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -5093954.500000 Penalty: 5256.017578
	Iteration 116Q: 3 clusters Score -5093954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -5093955.500000 Penalty: 5256.017578
	Iteration 117Q: 3 clusters Score -5093956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -5093955.000000 Penalty: 5256.017578
	Iteration 118Q: 3 clusters Score -5093955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -5093955.000000 Penalty: 5256.017578
	Iteration 119F: 3 clusters Score -5093955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 50826 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4935 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 107897 members 
Mstep: Class 9 contains 287246 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47188 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 61721 members 
Mstep: Class 14 contains 190355 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34368 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120052 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297696.000000 Penalty: 71765.531250
Iteration 319Q: 22 clusters Score -1.192977e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 50825 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4940 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 107935 members 
Mstep: Class 9 contains 286943 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47192 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 61810 members 
Mstep: Class 14 contains 190561 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34358 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120046 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297728.000000 Penalty: 71765.531250
Iteration 320F: 22 clusters Score -1.192977e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 50838 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4950 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 107948 members 
Mstep: Class 9 contains 286597 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47188 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 61897 members 
Mstep: Class 14 contains 190796 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34360 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120052 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297640.000000 Penalty: 71765.531250
Iteration 321Q: 22 clusters Score -1.192976e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 50861 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4963 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 107955 members 
Mstep: Class 9 contains 286242 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47172 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 61975 members 
Mstep: Class 14 contains 191044 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34365 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120065 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39959 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 322Q: 22 clusters Score -1.192973e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 50875 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4981 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 107974 members 
Mstep: Class 9 contains 285843 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47167 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 62049 members 
Mstep: Class 14 contains 191299 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34379 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120071 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297528.000000 Penalty: 71765.531250
Iteration 323Q: 22 clusters Score -1.192975e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 50875 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 4997 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 107986 members 
Mstep: Class 9 contains 285429 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47151 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 62141 members 
Mstep: Class 14 contains 191564 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34396 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120086 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39973 members 
Entering Unmasked Estep 
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Iteration 324Q: 22 clusters Score -1.192977e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 50885 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5006 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 107969 members 
Mstep: Class 9 contains 285031 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47141 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 62245 members 
Mstep: Class 14 contains 191837 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34407 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120093 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297720.000000 Penalty: 71765.531250
Iteration 325Q: 22 clusters Score -1.192977e+08 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 50883 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5007 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 107944 members 
Mstep: Class 9 contains 284663 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47160 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 62366 members 
Mstep: Class 14 contains 192030 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34437 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120118 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39984 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 326Q: 22 clusters Score -1.192977e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 50886 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5015 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 107923 members 
Mstep: Class 9 contains 284285 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47189 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 62466 members 
Mstep: Class 14 contains 192249 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34455 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120133 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39982 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 327Q: 22 clusters Score -1.192978e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 50891 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5021 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 107931 members 
Mstep: Class 9 contains 283871 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47205 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 62546 members 
Mstep: Class 14 contains 192514 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34456 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120151 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39995 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 328Q: 22 clusters Score -1.192975e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 50901 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
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Mstep: Class 6 contains 5032 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 107954 members 
Mstep: Class 9 contains 283345 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47224 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 62622 members 
Mstep: Class 14 contains 192833 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34459 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120206 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40006 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 329Q: 22 clusters Score -1.192969e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 50895 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5040 members 
Mstep: Class 7 contains 525 members 
Mstep: Class 8 contains 107985 members 
Mstep: Class 9 contains 282848 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47230 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 62697 members 
Mstep: Class 14 contains 193172 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34463 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120246 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 40001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296840.000000 Penalty: 71765.531250
Iteration 330Q: 22 clusters Score -1.192968e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 50905 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5052 members 
Mstep: Class 7 contains 525 members 
Mstep: Class 8 contains 108010 members 
Mstep: Class 9 contains 282365 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47249 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 62770 members 
Mstep: Class 14 contains 193482 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34463 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120289 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296632.000000 Penalty: 71765.531250
Iteration 331Q: 22 clusters Score -1.192966e+08 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 50919 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5060 members 
Mstep: Class 7 contains 525 members 
Mstep: Class 8 contains 108005 members 
Mstep: Class 9 contains 281916 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47275 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 62862 members 
Mstep: Class 14 contains 193792 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34472 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120292 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296664.000000 Penalty: 71765.531250
Iteration 332Q: 22 clusters Score -1.192967e+08 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 50945 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5065 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 108005 members 
Mstep: Class 9 contains 281397 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47295 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 62956 members 
Mstep: Class 14 contains 194146 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34475 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120315 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296736.000000 Penalty: 71765.531250
Iteration 333Q: 22 clusters Score -1.192967e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 50967 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5073 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 107995 members 
Mstep: Class 9 contains 280849 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47294 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 63061 members 
Mstep: Class 14 contains 194539 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34484 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120356 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296744.000000 Penalty: 71765.531250
Iteration 334Q: 22 clusters Score -1.192967e+08 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 50980 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5083 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 107952 members 
Mstep: Class 9 contains 280330 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47301 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 63157 members 
Mstep: Class 14 contains 194942 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34496 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120386 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296568.000000 Penalty: 71765.531250
Iteration 335Q: 22 clusters Score -1.192966e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 50988 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5095 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 107895 members 
Mstep: Class 9 contains 279872 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47297 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 63230 members 
Mstep: Class 14 contains 195344 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34498 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120424 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296104.000000 Penalty: 71765.531250
Iteration 336Q: 22 clusters Score -1.192961e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 50998 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5106 members 
Mstep: Class 7 contains 524 members 
Mstep: Class 8 contains 107828 members 
Mstep: Class 9 contains 279418 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47291 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 63306 members 
Mstep: Class 14 contains 195744 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34514 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120468 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39901 members 
Entering Unmasked Estep 
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Score: -119296240.000000 Penalty: 71765.531250
Iteration 337Q: 22 clusters Score -1.192962e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 51024 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5111 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107797 members 
Mstep: Class 9 contains 278913 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47295 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 63386 members 
Mstep: Class 14 contains 196109 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34520 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120541 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295952.000000 Penalty: 71765.531250
Iteration 338Q: 22 clusters Score -1.19296e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 51060 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5118 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107776 members 
Mstep: Class 9 contains 278422 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47306 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 63468 members 
Mstep: Class 14 contains 196436 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34523 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120611 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296176.000000 Penalty: 71765.531250
Iteration 339Q: 22 clusters Score -1.192962e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 51097 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5127 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107781 members 
Mstep: Class 9 contains 277912 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47314 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 63560 members 
Mstep: Class 14 contains 196744 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34516 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120687 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296288.000000 Penalty: 71765.531250
Iteration 340F: 22 clusters Score -1.192963e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 51131 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5133 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107785 members 
Mstep: Class 9 contains 277447 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47325 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 63640 members 
Mstep: Class 14 contains 197027 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34516 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120751 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39813 members 
Entering Unmasked Estep 
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Score: -119296024.000000 Penalty: 71765.531250
Iteration 341Q: 22 clusters Score -1.19296e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 51148 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5139 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107775 members 
Mstep: Class 9 contains 276935 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47341 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 63731 members 
Mstep: Class 14 contains 197376 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34515 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120811 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39799 members 
Entering Unmasked Estep 
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Score: -119296288.000000 Penalty: 71765.531250
Iteration 342Q: 22 clusters Score -1.192963e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 51156 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5144 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107776 members 
Mstep: Class 9 contains 276410 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47355 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 63831 members 
Mstep: Class 14 contains 197709 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34518 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120881 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39792 members 
Entering Unmasked Estep 
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Score: -119296224.000000 Penalty: 71765.531250
Iteration 343Q: 22 clusters Score -1.192962e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 51178 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5147 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107757 members 
Mstep: Class 9 contains 275855 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47364 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 63944 members 
Mstep: Class 14 contains 198067 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34523 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 120963 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39772 members 
Entering Unmasked Estep 
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Score: -119296080.000000 Penalty: 71765.531250
Iteration 344Q: 22 clusters Score -1.192961e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 51189 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5153 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107729 members 
Mstep: Class 9 contains 275314 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47375 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 64033 members 
Mstep: Class 14 contains 198457 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 34525 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 121041 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296432.000000 Penalty: 71765.531250
Iteration 345Q: 22 clusters Score -1.192964e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 51194 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5159 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107733 members 
Mstep: Class 9 contains 274698 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47388 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 64123 members 
Mstep: Class 14 contains 198886 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 34531 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 121112 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39733 members 
Entering Unmasked Estep 
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Score: -119295888.000000 Penalty: 71765.531250
Iteration 346Q: 22 clusters Score -1.192959e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 51202 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5169 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107733 members 
Mstep: Class 9 contains 274052 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47404 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 64217 members 
Mstep: Class 14 contains 199296 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34554 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 121202 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296072.000000 Penalty: 71765.531250
Iteration 347Q: 22 clusters Score -1.192961e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 51212 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5181 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107733 members 
Mstep: Class 9 contains 273436 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47421 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 64290 members 
Mstep: Class 14 contains 199689 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34566 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 121305 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119295856.000000 Penalty: 71765.531250
Iteration 348Q: 22 clusters Score -1.192959e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 51232 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5191 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107757 members 
Mstep: Class 9 contains 272809 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47449 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 64370 members 
Mstep: Class 14 contains 200051 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34571 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 121412 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39714 members 
Entering Unmasked Estep 
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Score: -119295568.000000 Penalty: 71765.531250
Iteration 349Q: 22 clusters Score -1.192956e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 51238 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5197 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107771 members 
Mstep: Class 9 contains 272225 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47487 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 64464 members 
Mstep: Class 14 contains 200379 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34569 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 121528 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39696 members 
Entering Unmasked Estep 
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Score: -119295576.000000 Penalty: 71765.531250
Iteration 350Q: 22 clusters Score -1.192956e+08 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 51250 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5208 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107807 members 
Mstep: Class 9 contains 271611 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47536 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 64560 members 
Mstep: Class 14 contains 200671 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34561 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 121666 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39677 members 
Entering Unmasked Estep 
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Score: -119295168.000000 Penalty: 71765.531250
Iteration 351Q: 22 clusters Score -1.192952e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 51266 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5220 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107840 members 
Mstep: Class 9 contains 271008 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47592 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 64647 members 
Mstep: Class 14 contains 200989 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34555 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 121764 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39663 members 
Entering Unmasked Estep 
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Iteration 352Q: 22 clusters Score -1.192952e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 51286 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5233 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107861 members 
Mstep: Class 9 contains 270504 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47642 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 64722 members 
Mstep: Class 14 contains 201243 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 121851 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39651 members 
Entering Unmasked Estep 
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Iteration 353Q: 22 clusters Score -1.192951e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 51305 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5245 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107888 members 
Mstep: Class 9 contains 269991 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47669 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 64806 members 
Mstep: Class 14 contains 201492 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34547 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 121953 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39641 members 
Entering Unmasked Estep 
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Iteration 354Q: 22 clusters Score -1.19295e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 51320 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5258 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107927 members 
Mstep: Class 9 contains 269512 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47698 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 64888 members 
Mstep: Class 14 contains 201710 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34546 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 122046 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39628 members 
Entering Unmasked Estep 
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Iteration 355Q: 22 clusters Score -1.19295e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 51339 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5272 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107950 members 
Mstep: Class 9 contains 269066 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47738 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 64965 members 
Mstep: Class 14 contains 201938 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34546 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 122124 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39595 members 
Entering Unmasked Estep 
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Iteration 356Q: 22 clusters Score -1.192949e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 51371 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1746 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5293 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 107962 members 
Mstep: Class 9 contains 268599 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47771 members 
Mstep: Class 12 contains 1049 members 
Mstep: Class 13 contains 65043 members 
Mstep: Class 14 contains 202175 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34553 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 122200 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294728.000000 Penalty: 71765.531250
Iteration 357Q: 22 clusters Score -1.192947e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 51410 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5313 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 108025 members 
Mstep: Class 9 contains 268091 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47810 members 
Mstep: Class 12 contains 1049 members 
Mstep: Class 13 contains 65123 members 
Mstep: Class 14 contains 202392 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34560 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 122277 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294640.000000 Penalty: 71765.531250
Iteration 358Q: 22 clusters Score -1.192946e+08 nChanged 1115
Entering ConstructFrom: 
Score: -119294640.000000 Penalty: 71765.531250
Entering ConstructFrom: 
Trying to split cluster 1 (11746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Entering Unmasked Estep 
Score: -1395468.875000 Penalty: 2324.074463
	Iteration 0F: 2 clusters Score -1395469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1386731.000000 Penalty: 4648.148926
	Iteration 0F: 3 clusters Score -1386731 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1389594.000000 Penalty: 4648.148926
	Iteration 1F: 3 clusters Score -1389594 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1390219.625000 Penalty: 4648.148926
	Iteration 2F: 3 clusters Score -1390220 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1390763.000000 Penalty: 4648.148926
	Iteration 3F: 3 clusters Score -1390763 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1391282.500000 Penalty: 4648.148926
	Iteration 4F: 3 clusters Score -1391282 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1391722.125000 Penalty: 4648.148926
	Iteration 5F: 3 clusters Score -1391722 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1392089.875000 Penalty: 4648.148926
	Iteration 6F: 3 clusters Score -1392090 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1392405.500000 Penalty: 4648.148926
	Iteration 7Q: 3 clusters Score -1392406 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1392664.125000 Penalty: 4648.148926
	Iteration 8Q: 3 clusters Score -1392664 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1392913.250000 Penalty: 4648.148926
	Iteration 9Q: 3 clusters Score -1392913 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1393147.375000 Penalty: 4648.148926
	Iteration 10Q: 3 clusters Score -1393147 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1393303.500000 Penalty: 4648.148926
	Iteration 11Q: 3 clusters Score -1393304 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1393418.750000 Penalty: 4648.148926
	Iteration 12Q: 3 clusters Score -1393419 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1393533.000000 Penalty: 4648.148926
	Iteration 13Q: 3 clusters Score -1393533 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1393611.375000 Penalty: 4648.148926
	Iteration 14Q: 3 clusters Score -1393611 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1393675.125000 Penalty: 4648.148926
	Iteration 15Q: 3 clusters Score -1393675 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1393749.000000 Penalty: 4648.148926
	Iteration 16Q: 3 clusters Score -1393749 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1393825.250000 Penalty: 4648.148926
	Iteration 17Q: 3 clusters Score -1393825 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1393897.000000 Penalty: 4648.148926
	Iteration 18Q: 3 clusters Score -1393897 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1393985.875000 Penalty: 4648.148926
	Iteration 19Q: 3 clusters Score -1393986 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1394088.250000 Penalty: 4648.148926
	Iteration 20F: 3 clusters Score -1394088 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1394196.000000 Penalty: 4648.148926
	Iteration 21Q: 3 clusters Score -1394196 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1394315.750000 Penalty: 4648.148926
	Iteration 22Q: 3 clusters Score -1394316 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1394443.250000 Penalty: 4648.148926
	Iteration 23Q: 3 clusters Score -1394443 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1394568.500000 Penalty: 4648.148926
	Iteration 24Q: 3 clusters Score -1394568 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1394662.250000 Penalty: 4648.148926
	Iteration 25Q: 3 clusters Score -1394662 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1394743.375000 Penalty: 4648.148926
	Iteration 26Q: 3 clusters Score -1394743 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1394817.625000 Penalty: 4648.148926
	Iteration 27Q: 3 clusters Score -1394818 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1394889.875000 Penalty: 4648.148926
	Iteration 28Q: 3 clusters Score -1394890 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1394965.125000 Penalty: 4648.148926
	Iteration 29Q: 3 clusters Score -1394965 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1395026.375000 Penalty: 4648.148926
	Iteration 30Q: 3 clusters Score -1395026 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1395073.625000 Penalty: 4648.148926
	Iteration 31Q: 3 clusters Score -1395074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1395105.750000 Penalty: 4648.148926
	Iteration 32Q: 3 clusters Score -1395106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1395125.250000 Penalty: 4648.148926
	Iteration 33Q: 3 clusters Score -1395125 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1395144.125000 Penalty: 4648.148926
	Iteration 34Q: 3 clusters Score -1395144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1395157.625000 Penalty: 4648.148926
	Iteration 35Q: 3 clusters Score -1395158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1395174.125000 Penalty: 4648.148926
	Iteration 36Q: 3 clusters Score -1395174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1395189.500000 Penalty: 4648.148926
	Iteration 37Q: 3 clusters Score -1395190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1395200.000000 Penalty: 4648.148926
	Iteration 38Q: 3 clusters Score -1395200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1395210.875000 Penalty: 4648.148926
	Iteration 39Q: 3 clusters Score -1395211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1395218.500000 Penalty: 4648.148926
	Iteration 40F: 3 clusters Score -1395218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1395223.250000 Penalty: 4648.148926
	Iteration 41Q: 3 clusters Score -1395223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1395229.625000 Penalty: 4648.148926
	Iteration 42Q: 3 clusters Score -1395230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1395235.250000 Penalty: 4648.148926
	Iteration 43Q: 3 clusters Score -1395235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1395237.375000 Penalty: 4648.148926
	Iteration 44Q: 3 clusters Score -1395237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1395245.875000 Penalty: 4648.148926
	Iteration 45Q: 3 clusters Score -1395246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1395247.750000 Penalty: 4648.148926
	Iteration 46Q: 3 clusters Score -1395248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1395250.750000 Penalty: 4648.148926
	Iteration 47Q: 3 clusters Score -1395251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1395250.250000 Penalty: 4648.148926
	Iteration 48Q: 3 clusters Score -1395250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1395250.750000 Penalty: 4648.148926
	Iteration 49Q: 3 clusters Score -1395251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1395250.375000 Penalty: 4648.148926
	Iteration 50Q: 3 clusters Score -1395250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1395249.750000 Penalty: 4648.148926
	Iteration 51Q: 3 clusters Score -1395250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1395249.750000 Penalty: 4648.148926
	Iteration 52F: 3 clusters Score -1395250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Entering Unmasked Estep 
Score: -6556117.500000 Penalty: 2690.332031
	Iteration 0F: 2 clusters Score -6556118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -6521590.500000 Penalty: 5380.664062
	Iteration 0F: 3 clusters Score -6521590 nChanged 23728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -6534751.000000 Penalty: 5380.664062
	Iteration 1F: 3 clusters Score -6534751 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -6535352.500000 Penalty: 5380.664062
	Iteration 2Q: 3 clusters Score -6535352 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -6535967.500000 Penalty: 5380.664062
	Iteration 3Q: 3 clusters Score -6535968 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -6536686.500000 Penalty: 5380.664062
	Iteration 4Q: 3 clusters Score -6536686 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -6537586.500000 Penalty: 5380.664062
	Iteration 5Q: 3 clusters Score -6537586 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -6538689.500000 Penalty: 5380.664062
	Iteration 6Q: 3 clusters Score -6538690 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -6540392.500000 Penalty: 5380.664062
	Iteration 7F: 3 clusters Score -6540392 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -6542760.500000 Penalty: 5380.664062
	Iteration 8F: 3 clusters Score -6542760 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -6545501.500000 Penalty: 5380.664062
	Iteration 9F: 3 clusters Score -6545502 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -6547986.000000 Penalty: 5380.664062
	Iteration 10F: 3 clusters Score -6547986 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -6549495.000000 Penalty: 5380.664062
	Iteration 11Q: 3 clusters Score -6549495 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -6550223.500000 Penalty: 5380.664062
	Iteration 12Q: 3 clusters Score -6550224 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -6550633.500000 Penalty: 5380.664062
	Iteration 13Q: 3 clusters Score -6550634 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -6551015.000000 Penalty: 5380.664062
	Iteration 14Q: 3 clusters Score -6551015 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -6551331.500000 Penalty: 5380.664062
	Iteration 15Q: 3 clusters Score -6551332 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -6551613.000000 Penalty: 5380.664062
	Iteration 16Q: 3 clusters Score -6551613 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -6551856.500000 Penalty: 5380.664062
	Iteration 17Q: 3 clusters Score -6551856 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -6552074.000000 Penalty: 5380.664062
	Iteration 18Q: 3 clusters Score -6552074 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -6552343.000000 Penalty: 5380.664062
	Iteration 19Q: 3 clusters Score -6552343 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -6552606.000000 Penalty: 5380.664062
	Iteration 20F: 3 clusters Score -6552606 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -6552852.500000 Penalty: 5380.664062
	Iteration 21Q: 3 clusters Score -6552852 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -6553031.500000 Penalty: 5380.664062
	Iteration 22Q: 3 clusters Score -6553032 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -6553225.000000 Penalty: 5380.664062
	Iteration 23Q: 3 clusters Score -6553225 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -6553395.000000 Penalty: 5380.664062
	Iteration 24Q: 3 clusters Score -6553395 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -6553535.000000 Penalty: 5380.664062
	Iteration 25Q: 3 clusters Score -6553535 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -6553713.000000 Penalty: 5380.664062
	Iteration 26Q: 3 clusters Score -6553713 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -6553832.500000 Penalty: 5380.664062
	Iteration 27Q: 3 clusters Score -6553832 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -6553973.000000 Penalty: 5380.664062
	Iteration 28Q: 3 clusters Score -6553973 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6554103.000000 Penalty: 5380.664062
	Iteration 29Q: 3 clusters Score -6554103 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6554207.500000 Penalty: 5380.664062
	Iteration 30Q: 3 clusters Score -6554208 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6554292.000000 Penalty: 5380.664062
	Iteration 31Q: 3 clusters Score -6554292 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6554400.000000 Penalty: 5380.664062
	Iteration 32Q: 3 clusters Score -6554400 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6554451.000000 Penalty: 5380.664062
	Iteration 33Q: 3 clusters Score -6554451 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6554492.500000 Penalty: 5380.664062
	Iteration 34Q: 3 clusters Score -6554492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6554522.000000 Penalty: 5380.664062
	Iteration 35Q: 3 clusters Score -6554522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6554541.000000 Penalty: 5380.664062
	Iteration 36Q: 3 clusters Score -6554541 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6554566.000000 Penalty: 5380.664062
	Iteration 37Q: 3 clusters Score -6554566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6554592.500000 Penalty: 5380.664062
	Iteration 38Q: 3 clusters Score -6554592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6554611.500000 Penalty: 5380.664062
	Iteration 39Q: 3 clusters Score -6554612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6554640.500000 Penalty: 5380.664062
	Iteration 40F: 3 clusters Score -6554640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6554661.500000 Penalty: 5380.664062
	Iteration 41Q: 3 clusters Score -6554662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6554656.000000 Penalty: 5380.664062
	Iteration 42Q: 3 clusters Score -6554656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6554663.500000 Penalty: 5380.664062
	Iteration 43Q: 3 clusters Score -6554664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6554668.000000 Penalty: 5380.664062
	Iteration 44Q: 3 clusters Score -6554668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6554686.000000 Penalty: 5380.664062
	Iteration 45Q: 3 clusters Score -6554686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6554683.000000 Penalty: 5380.664062
	Iteration 46Q: 3 clusters Score -6554683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6554692.000000 Penalty: 5380.664062
	Iteration 47Q: 3 clusters Score -6554692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6554696.500000 Penalty: 5380.664062
	Iteration 48Q: 3 clusters Score -6554696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6554712.500000 Penalty: 5380.664062
	Iteration 49Q: 3 clusters Score -6554712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6554713.000000 Penalty: 5380.664062
	Iteration 50Q: 3 clusters Score -6554713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6554718.000000 Penalty: 5380.664062
	Iteration 51Q: 3 clusters Score -6554718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6554728.000000 Penalty: 5380.664062
	Iteration 52Q: 3 clusters Score -6554728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6554733.000000 Penalty: 5380.664062
	Iteration 53Q: 3 clusters Score -6554733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6554728.500000 Penalty: 5380.664062
	Iteration 54Q: 3 clusters Score -6554728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6554737.500000 Penalty: 5380.664062
	Iteration 55Q: 3 clusters Score -6554738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6554741.500000 Penalty: 5380.664062
	Iteration 56Q: 3 clusters Score -6554742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6554737.500000 Penalty: 5380.664062
	Iteration 57Q: 3 clusters Score -6554738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6554734.500000 Penalty: 5380.664062
	Iteration 58Q: 3 clusters Score -6554734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6554733.000000 Penalty: 5380.664062
	Iteration 59Q: 3 clusters Score -6554733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6554733.000000 Penalty: 5380.664062
	Iteration 60F: 3 clusters Score -6554733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -68180.476562 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -68180.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66548.921875 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -66548.92 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67209.828125 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -67209.83 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -67786.265625 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -67786.27 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -68349.335938 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -68349.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -68665.242188 Penalty: 3263.308594
	Iteration 4F: 3 clusters Score -68665.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -68863.781250 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -68863.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -68967.171875 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -68967.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -68999.226562 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -68999.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -69000.671875 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -69000.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -69002.226562 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -69002.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -69002.226562 Penalty: 3263.308594
	Iteration 10F: 3 clusters Score -69002.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 51437 members 
Mstep: Class 3 contains 220 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5340 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 108114 members 
Mstep: Class 9 contains 267663 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 47831 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 65204 members 
Mstep: Class 14 contains 202519 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34565 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 122355 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39511 members 
Mstep: Class 22 contains 500 members 
Entering Unmasked Estep 
Score: -119293960.000000 Penalty: 75182.937500
Splitting cluster 3 changes total score from -119294640.000000 to -119293960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Entering Unmasked Estep 
Score: -210898.156250 Penalty: 1850.914062
	Iteration 0F: 2 clusters Score -210898.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -208432.515625 Penalty: 3701.828125
	Iteration 0F: 3 clusters Score -208432.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -208861.578125 Penalty: 3701.828125
	Iteration 1F: 3 clusters Score -208861.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -209001.187500 Penalty: 3701.828125
	Iteration 2F: 3 clusters Score -209001.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -209083.640625 Penalty: 3701.828125
	Iteration 3Q: 3 clusters Score -209083.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -209145.500000 Penalty: 3701.828125
	Iteration 4Q: 3 clusters Score -209145.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -209187.156250 Penalty: 3701.828125
	Iteration 5Q: 3 clusters Score -209187.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -209222.015625 Penalty: 3701.828125
	Iteration 6Q: 3 clusters Score -209222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -209252.718750 Penalty: 3701.828125
	Iteration 7Q: 3 clusters Score -209252.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -209278.453125 Penalty: 3701.828125
	Iteration 8Q: 3 clusters Score -209278.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -209301.843750 Penalty: 3701.828125
	Iteration 9Q: 3 clusters Score -209301.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -209317.609375 Penalty: 3701.828125
	Iteration 10Q: 3 clusters Score -209317.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -209325.734375 Penalty: 3701.828125
	Iteration 11Q: 3 clusters Score -209325.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -209330.218750 Penalty: 3701.828125
	Iteration 12Q: 3 clusters Score -209330.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -209334.000000 Penalty: 3701.828125
	Iteration 13Q: 3 clusters Score -209334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -209339.750000 Penalty: 3701.828125
	Iteration 14Q: 3 clusters Score -209339.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -209348.125000 Penalty: 3701.828125
	Iteration 15Q: 3 clusters Score -209348.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -209351.625000 Penalty: 3701.828125
	Iteration 16Q: 3 clusters Score -209351.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -209355.609375 Penalty: 3701.828125
	Iteration 17Q: 3 clusters Score -209355.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -209357.718750 Penalty: 3701.828125
	Iteration 18Q: 3 clusters Score -209357.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -209360.843750 Penalty: 3701.828125
	Iteration 19Q: 3 clusters Score -209360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -209364.015625 Penalty: 3701.828125
	Iteration 20F: 3 clusters Score -209364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -209368.390625 Penalty: 3701.828125
	Iteration 21Q: 3 clusters Score -209368.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -209371.640625 Penalty: 3701.828125
	Iteration 22Q: 3 clusters Score -209371.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -209376.765625 Penalty: 3701.828125
	Iteration 23Q: 3 clusters Score -209376.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -209382.015625 Penalty: 3701.828125
	Iteration 24Q: 3 clusters Score -209382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -209389.468750 Penalty: 3701.828125
	Iteration 25Q: 3 clusters Score -209389.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -209394.890625 Penalty: 3701.828125
	Iteration 26Q: 3 clusters Score -209394.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -209400.140625 Penalty: 3701.828125
	Iteration 27Q: 3 clusters Score -209400.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -209408.609375 Penalty: 3701.828125
	Iteration 28Q: 3 clusters Score -209408.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -209412.640625 Penalty: 3701.828125
	Iteration 29Q: 3 clusters Score -209412.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -209419.453125 Penalty: 3701.828125
	Iteration 30Q: 3 clusters Score -209419.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -209426.265625 Penalty: 3701.828125
	Iteration 31Q: 3 clusters Score -209426.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -209431.875000 Penalty: 3701.828125
	Iteration 32Q: 3 clusters Score -209431.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -209438.296875 Penalty: 3701.828125
	Iteration 33Q: 3 clusters Score -209438.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -209444.109375 Penalty: 3701.828125
	Iteration 34Q: 3 clusters Score -209444.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -209449.093750 Penalty: 3701.828125
	Iteration 35Q: 3 clusters Score -209449.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -209450.578125 Penalty: 3701.828125
	Iteration 36Q: 3 clusters Score -209450.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -209450.578125 Penalty: 3701.828125
	Iteration 37F: 3 clusters Score -209450.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -19696.048828 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -19696.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18531.625000 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -18531.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18666.710938 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -18666.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18832.421875 Penalty: 2663.836426
	Iteration 2F: 3 clusters Score -18832.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18916.746094 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -18916.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18963.283203 Penalty: 2663.836426
	Iteration 4Q: 3 clusters Score -18963.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18970.804688 Penalty: 2663.836426
	Iteration 5Q: 3 clusters Score -18970.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18970.804688 Penalty: 2663.836426
	Iteration 6F: 3 clusters Score -18970.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Entering Unmasked Estep 
Score: -641830.500000 Penalty: 2128.579346
	Iteration 0F: 2 clusters Score -641830.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -637137.062500 Penalty: 4257.158691
	Iteration 0F: 3 clusters Score -637137.1 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -638549.000000 Penalty: 4257.158691
	Iteration 1F: 3 clusters Score -638549 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -639017.187500 Penalty: 4257.158691
	Iteration 2F: 3 clusters Score -639017.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -639348.000000 Penalty: 4257.158691
	Iteration 3F: 3 clusters Score -639348 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -639610.375000 Penalty: 4257.158691
	Iteration 4F: 3 clusters Score -639610.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -639810.750000 Penalty: 4257.158691
	Iteration 5F: 3 clusters Score -639810.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -639980.250000 Penalty: 4257.158691
	Iteration 6Q: 3 clusters Score -639980.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -640099.937500 Penalty: 4257.158691
	Iteration 7Q: 3 clusters Score -640099.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -640180.062500 Penalty: 4257.158691
	Iteration 8Q: 3 clusters Score -640180.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -640240.562500 Penalty: 4257.158691
	Iteration 9Q: 3 clusters Score -640240.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -640295.125000 Penalty: 4257.158691
	Iteration 10Q: 3 clusters Score -640295.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -640340.625000 Penalty: 4257.158691
	Iteration 11Q: 3 clusters Score -640340.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -640369.812500 Penalty: 4257.158691
	Iteration 12Q: 3 clusters Score -640369.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -640385.812500 Penalty: 4257.158691
	Iteration 13Q: 3 clusters Score -640385.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -640396.687500 Penalty: 4257.158691
	Iteration 14Q: 3 clusters Score -640396.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -640407.687500 Penalty: 4257.158691
	Iteration 15Q: 3 clusters Score -640407.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -640421.562500 Penalty: 4257.158691
	Iteration 16Q: 3 clusters Score -640421.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -640430.812500 Penalty: 4257.158691
	Iteration 17Q: 3 clusters Score -640430.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -640436.625000 Penalty: 4257.158691
	Iteration 18Q: 3 clusters Score -640436.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -640441.750000 Penalty: 4257.158691
	Iteration 19Q: 3 clusters Score -640441.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -640448.687500 Penalty: 4257.158691
	Iteration 20F: 3 clusters Score -640448.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -640457.750000 Penalty: 4257.158691
	Iteration 21Q: 3 clusters Score -640457.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -640461.750000 Penalty: 4257.158691
	Iteration 22Q: 3 clusters Score -640461.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -640465.687500 Penalty: 4257.158691
	Iteration 23Q: 3 clusters Score -640465.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -640471.062500 Penalty: 4257.158691
	Iteration 24Q: 3 clusters Score -640471.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -640476.000000 Penalty: 4257.158691
	Iteration 25Q: 3 clusters Score -640476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -640480.125000 Penalty: 4257.158691
	Iteration 26Q: 3 clusters Score -640480.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -640484.750000 Penalty: 4257.158691
	Iteration 27Q: 3 clusters Score -640484.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -640490.375000 Penalty: 4257.158691
	Iteration 28Q: 3 clusters Score -640490.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -640496.937500 Penalty: 4257.158691
	Iteration 29Q: 3 clusters Score -640496.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -640501.250000 Penalty: 4257.158691
	Iteration 30Q: 3 clusters Score -640501.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -640507.375000 Penalty: 4257.158691
	Iteration 31Q: 3 clusters Score -640507.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -640509.500000 Penalty: 4257.158691
	Iteration 32Q: 3 clusters Score -640509.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -640512.437500 Penalty: 4257.158691
	Iteration 33Q: 3 clusters Score -640512.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -640512.687500 Penalty: 4257.158691
	Iteration 34Q: 3 clusters Score -640512.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -640516.187500 Penalty: 4257.158691
	Iteration 35Q: 3 clusters Score -640516.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -640520.750000 Penalty: 4257.158691
	Iteration 36Q: 3 clusters Score -640520.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -640523.437500 Penalty: 4257.158691
	Iteration 37Q: 3 clusters Score -640523.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -640524.187500 Penalty: 4257.158691
	Iteration 38Q: 3 clusters Score -640524.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -640529.062500 Penalty: 4257.158691
	Iteration 39Q: 3 clusters Score -640529.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -640534.000000 Penalty: 4257.158691
	Iteration 40F: 3 clusters Score -640534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -640538.375000 Penalty: 4257.158691
	Iteration 41Q: 3 clusters Score -640538.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -640539.250000 Penalty: 4257.158691
	Iteration 42Q: 3 clusters Score -640539.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -640543.062500 Penalty: 4257.158691
	Iteration 43Q: 3 clusters Score -640543.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -640545.125000 Penalty: 4257.158691
	Iteration 44Q: 3 clusters Score -640545.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -640547.375000 Penalty: 4257.158691
	Iteration 45Q: 3 clusters Score -640547.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -640548.625000 Penalty: 4257.158691
	Iteration 46Q: 3 clusters Score -640548.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -640548.625000 Penalty: 4257.158691
	Iteration 47F: 3 clusters Score -640548.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -57852.964844 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -57852.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -56468.335938 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -56468.34 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56725.515625 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -56725.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -56893.281250 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -56893.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -57050.230469 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -57050.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -57118.601562 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -57118.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -57141.812500 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -57141.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -57157.953125 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -57157.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -57169.789062 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -57169.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -57202.152344 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -57202.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -57213.332031 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -57213.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -57213.332031 Penalty: 3104.752441
	Iteration 10F: 3 clusters Score -57213.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (108114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108114 members 
Entering Unmasked Estep 
Score: -13697995.000000 Penalty: 2874.553467
	Iteration 0F: 2 clusters Score -1.3698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -13625539.000000 Penalty: 5749.106934
	Iteration 0F: 3 clusters Score -1.362554e+07 nChanged 51348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -13655208.000000 Penalty: 5749.106934
	Iteration 1F: 3 clusters Score -1.365521e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -13656234.000000 Penalty: 5749.106934
	Iteration 2Q: 3 clusters Score -1.365623e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -13657567.000000 Penalty: 5749.106934
	Iteration 3Q: 3 clusters Score -1.365757e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -13659496.000000 Penalty: 5749.106934
	Iteration 4Q: 3 clusters Score -1.36595e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72812 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -13663133.000000 Penalty: 5749.106934
	Iteration 5F: 3 clusters Score -1.366313e+07 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80915 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -13669299.000000 Penalty: 5749.106934
	Iteration 6F: 3 clusters Score -1.36693e+07 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90271 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -13677878.000000 Penalty: 5749.106934
	Iteration 7F: 3 clusters Score -1.367788e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98957 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -13686527.000000 Penalty: 5749.106934
	Iteration 8F: 3 clusters Score -1.368653e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104489 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -13692060.000000 Penalty: 5749.106934
	Iteration 9F: 3 clusters Score -1.369206e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106891 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -13694285.000000 Penalty: 5749.106934
	Iteration 10Q: 3 clusters Score -1.369428e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107590 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -13694969.000000 Penalty: 5749.106934
	Iteration 11Q: 3 clusters Score -1.369497e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107780 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -13695214.000000 Penalty: 5749.106934
	Iteration 12Q: 3 clusters Score -1.369521e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107843 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -13695318.000000 Penalty: 5749.106934
	Iteration 13Q: 3 clusters Score -1.369532e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107863 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -13695375.000000 Penalty: 5749.106934
	Iteration 14Q: 3 clusters Score -1.369538e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107878 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -13695394.000000 Penalty: 5749.106934
	Iteration 15Q: 3 clusters Score -1.369539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107883 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -13695402.000000 Penalty: 5749.106934
	Iteration 16Q: 3 clusters Score -1.36954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107886 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -13695411.000000 Penalty: 5749.106934
	Iteration 17Q: 3 clusters Score -1.369541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107888 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -13695421.000000 Penalty: 5749.106934
	Iteration 18Q: 3 clusters Score -1.369542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107890 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -13695418.000000 Penalty: 5749.106934
	Iteration 19Q: 3 clusters Score -1.369542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13695431.000000 Penalty: 5749.106934
	Iteration 20F: 3 clusters Score -1.369543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107896 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13695419.000000 Penalty: 5749.106934
	Iteration 21Q: 3 clusters Score -1.369542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107897 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13695425.000000 Penalty: 5749.106934
	Iteration 22Q: 3 clusters Score -1.369542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107897 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13695427.000000 Penalty: 5749.106934
	Iteration 23Q: 3 clusters Score -1.369543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107899 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13695429.000000 Penalty: 5749.106934
	Iteration 24Q: 3 clusters Score -1.369543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107901 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13695428.000000 Penalty: 5749.106934
	Iteration 25Q: 3 clusters Score -1.369543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107903 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13695431.000000 Penalty: 5749.106934
	Iteration 26Q: 3 clusters Score -1.369543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107904 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13695435.000000 Penalty: 5749.106934
	Iteration 27Q: 3 clusters Score -1.369544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107904 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13695435.000000 Penalty: 5749.106934
	Iteration 28F: 3 clusters Score -1.369544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (267663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267663 members 
Entering Unmasked Estep 
Score: -33574196.000000 Penalty: 3099.375977
	Iteration 0F: 2 clusters Score -3.35742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133812 members 
Mstep: Class 2 contains 133851 members 
Entering Unmasked Estep 
Score: -33408106.000000 Penalty: 6198.751953
	Iteration 0F: 3 clusters Score -3.340811e+07 nChanged 129579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133645 members 
Mstep: Class 2 contains 134018 members 
Entering Unmasked Estep 
Score: -33484084.000000 Penalty: 6198.751953
	Iteration 1F: 3 clusters Score -3.348408e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133847 members 
Mstep: Class 2 contains 133816 members 
Entering Unmasked Estep 
Score: -33485140.000000 Penalty: 6198.751953
	Iteration 2Q: 3 clusters Score -3.348514e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134079 members 
Mstep: Class 2 contains 133584 members 
Entering Unmasked Estep 
Score: -33486498.000000 Penalty: 6198.751953
	Iteration 3Q: 3 clusters Score -3.34865e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134504 members 
Mstep: Class 2 contains 133159 members 
Entering Unmasked Estep 
Score: -33488610.000000 Penalty: 6198.751953
	Iteration 4Q: 3 clusters Score -3.348861e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135015 members 
Mstep: Class 2 contains 132648 members 
Entering Unmasked Estep 
Score: -33492224.000000 Penalty: 6198.751953
	Iteration 5Q: 3 clusters Score -3.349222e+07 nChanged 11356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136137 members 
Mstep: Class 2 contains 131526 members 
Entering Unmasked Estep 
Score: -33497928.000000 Penalty: 6198.751953
	Iteration 6Q: 3 clusters Score -3.349793e+07 nChanged 14378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138193 members 
Mstep: Class 2 contains 129470 members 
Entering Unmasked Estep 
Score: -33507220.000000 Penalty: 6198.751953
	Iteration 7F: 3 clusters Score -3.350722e+07 nChanged 17538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141219 members 
Mstep: Class 2 contains 126444 members 
Entering Unmasked Estep 
Score: -33520688.000000 Penalty: 6198.751953
	Iteration 8F: 3 clusters Score -3.352069e+07 nChanged 19159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144794 members 
Mstep: Class 2 contains 122869 members 
Entering Unmasked Estep 
Score: -33535444.000000 Penalty: 6198.751953
	Iteration 9F: 3 clusters Score -3.353544e+07 nChanged 15969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147857 members 
Mstep: Class 2 contains 119806 members 
Entering Unmasked Estep 
Score: -33543890.000000 Penalty: 6198.751953
	Iteration 10F: 3 clusters Score -3.354389e+07 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150441 members 
Mstep: Class 2 contains 117222 members 
Entering Unmasked Estep 
Score: -33546608.000000 Penalty: 6198.751953
	Iteration 11Q: 3 clusters Score -3.354661e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153216 members 
Mstep: Class 2 contains 114447 members 
Entering Unmasked Estep 
Score: -33548122.000000 Penalty: 6198.751953
	Iteration 12Q: 3 clusters Score -3.354812e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156290 members 
Mstep: Class 2 contains 111373 members 
Entering Unmasked Estep 
Score: -33549352.000000 Penalty: 6198.751953
	Iteration 13Q: 3 clusters Score -3.354935e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159699 members 
Mstep: Class 2 contains 107964 members 
Entering Unmasked Estep 
Score: -33550580.000000 Penalty: 6198.751953
	Iteration 14Q: 3 clusters Score -3.355058e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163379 members 
Mstep: Class 2 contains 104284 members 
Entering Unmasked Estep 
Score: -33551864.000000 Penalty: 6198.751953
	Iteration 15Q: 3 clusters Score -3.355186e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167305 members 
Mstep: Class 2 contains 100358 members 
Entering Unmasked Estep 
Score: -33553380.000000 Penalty: 6198.751953
	Iteration 16Q: 3 clusters Score -3.355338e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171494 members 
Mstep: Class 2 contains 96169 members 
Entering Unmasked Estep 
Score: -33555232.000000 Penalty: 6198.751953
	Iteration 17Q: 3 clusters Score -3.355523e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176130 members 
Mstep: Class 2 contains 91533 members 
Entering Unmasked Estep 
Score: -33557164.000000 Penalty: 6198.751953
	Iteration 18Q: 3 clusters Score -3.355716e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181117 members 
Mstep: Class 2 contains 86546 members 
Entering Unmasked Estep 
Score: -33559356.000000 Penalty: 6198.751953
	Iteration 19Q: 3 clusters Score -3.355936e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186288 members 
Mstep: Class 2 contains 81375 members 
Entering Unmasked Estep 
Score: -33561236.000000 Penalty: 6198.751953
	Iteration 20F: 3 clusters Score -3.356124e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191656 members 
Mstep: Class 2 contains 76007 members 
Entering Unmasked Estep 
Score: -33563012.000000 Penalty: 6198.751953
	Iteration 21Q: 3 clusters Score -3.356301e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197105 members 
Mstep: Class 2 contains 70558 members 
Entering Unmasked Estep 
Score: -33565092.000000 Penalty: 6198.751953
	Iteration 22Q: 3 clusters Score -3.356509e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202472 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -33566228.000000 Penalty: 6198.751953
	Iteration 23Q: 3 clusters Score -3.356623e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207677 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -33567216.000000 Penalty: 6198.751953
	Iteration 24Q: 3 clusters Score -3.356722e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212717 members 
Mstep: Class 2 contains 54946 members 
Entering Unmasked Estep 
Score: -33568232.000000 Penalty: 6198.751953
	Iteration 25Q: 3 clusters Score -3.356823e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217375 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -33568944.000000 Penalty: 6198.751953
	Iteration 26Q: 3 clusters Score -3.356894e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221670 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -33569460.000000 Penalty: 6198.751953
	Iteration 27Q: 3 clusters Score -3.356946e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225685 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -33569916.000000 Penalty: 6198.751953
	Iteration 28Q: 3 clusters Score -3.356992e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229340 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -33570424.000000 Penalty: 6198.751953
	Iteration 29Q: 3 clusters Score -3.357042e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232577 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -33570944.000000 Penalty: 6198.751953
	Iteration 30Q: 3 clusters Score -3.357094e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235482 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -33571324.000000 Penalty: 6198.751953
	Iteration 31Q: 3 clusters Score -3.357132e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238057 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -33571808.000000 Penalty: 6198.751953
	Iteration 32Q: 3 clusters Score -3.357181e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240349 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -33572036.000000 Penalty: 6198.751953
	Iteration 33Q: 3 clusters Score -3.357204e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242392 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -33572392.000000 Penalty: 6198.751953
	Iteration 34Q: 3 clusters Score -3.357239e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244184 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -33572588.000000 Penalty: 6198.751953
	Iteration 35Q: 3 clusters Score -3.357259e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245763 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -33572808.000000 Penalty: 6198.751953
	Iteration 36Q: 3 clusters Score -3.357281e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247129 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -33572932.000000 Penalty: 6198.751953
	Iteration 37Q: 3 clusters Score -3.357293e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248316 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -33573008.000000 Penalty: 6198.751953
	Iteration 38Q: 3 clusters Score -3.357301e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249298 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -33573124.000000 Penalty: 6198.751953
	Iteration 39Q: 3 clusters Score -3.357312e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250164 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -33573424.000000 Penalty: 6198.751953
	Iteration 40F: 3 clusters Score -3.357342e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251226 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -33573440.000000 Penalty: 6198.751953
	Iteration 41Q: 3 clusters Score -3.357344e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252239 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -33573324.000000 Penalty: 6198.751953
	Iteration 42Q: 3 clusters Score -3.357332e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253153 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -33573328.000000 Penalty: 6198.751953
	Iteration 43Q: 3 clusters Score -3.357333e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253997 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -33573380.000000 Penalty: 6198.751953
	Iteration 44Q: 3 clusters Score -3.357338e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254737 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -33573268.000000 Penalty: 6198.751953
	Iteration 45Q: 3 clusters Score -3.357327e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255415 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -33573252.000000 Penalty: 6198.751953
	Iteration 46Q: 3 clusters Score -3.357325e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256024 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -33573276.000000 Penalty: 6198.751953
	Iteration 47Q: 3 clusters Score -3.357328e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256571 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -33573404.000000 Penalty: 6198.751953
	Iteration 48Q: 3 clusters Score -3.35734e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257059 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -33573384.000000 Penalty: 6198.751953
	Iteration 49Q: 3 clusters Score -3.357338e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257507 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -33573292.000000 Penalty: 6198.751953
	Iteration 50Q: 3 clusters Score -3.357329e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257933 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -33573268.000000 Penalty: 6198.751953
	Iteration 51Q: 3 clusters Score -3.357327e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258342 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -33573320.000000 Penalty: 6198.751953
	Iteration 52Q: 3 clusters Score -3.357332e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258719 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -33573264.000000 Penalty: 6198.751953
	Iteration 53Q: 3 clusters Score -3.357326e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259054 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -33573260.000000 Penalty: 6198.751953
	Iteration 54Q: 3 clusters Score -3.357326e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259366 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -33573224.000000 Penalty: 6198.751953
	Iteration 55Q: 3 clusters Score -3.357322e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259657 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -33573160.000000 Penalty: 6198.751953
	Iteration 56Q: 3 clusters Score -3.357316e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259925 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -33573168.000000 Penalty: 6198.751953
	Iteration 57Q: 3 clusters Score -3.357317e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260154 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -33573124.000000 Penalty: 6198.751953
	Iteration 58Q: 3 clusters Score -3.357312e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260357 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -33573040.000000 Penalty: 6198.751953
	Iteration 59Q: 3 clusters Score -3.357304e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260546 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -33573024.000000 Penalty: 6198.751953
	Iteration 60F: 3 clusters Score -3.357302e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260721 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -33573060.000000 Penalty: 6198.751953
	Iteration 61Q: 3 clusters Score -3.357306e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260881 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -33573116.000000 Penalty: 6198.751953
	Iteration 62Q: 3 clusters Score -3.357312e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261049 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -33573108.000000 Penalty: 6198.751953
	Iteration 63Q: 3 clusters Score -3.357311e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261211 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -33573100.000000 Penalty: 6198.751953
	Iteration 64Q: 3 clusters Score -3.35731e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261400 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -33572984.000000 Penalty: 6198.751953
	Iteration 65Q: 3 clusters Score -3.357298e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261559 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -33572896.000000 Penalty: 6198.751953
	Iteration 66Q: 3 clusters Score -3.35729e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261731 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -33572828.000000 Penalty: 6198.751953
	Iteration 67Q: 3 clusters Score -3.357283e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261882 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -33572764.000000 Penalty: 6198.751953
	Iteration 68Q: 3 clusters Score -3.357276e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262036 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -33572724.000000 Penalty: 6198.751953
	Iteration 69Q: 3 clusters Score -3.357272e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262189 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -33572744.000000 Penalty: 6198.751953
	Iteration 70Q: 3 clusters Score -3.357274e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262350 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -33572708.000000 Penalty: 6198.751953
	Iteration 71Q: 3 clusters Score -3.357271e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262509 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -33572684.000000 Penalty: 6198.751953
	Iteration 72Q: 3 clusters Score -3.357268e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262668 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -33572648.000000 Penalty: 6198.751953
	Iteration 73Q: 3 clusters Score -3.357265e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262793 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -33572668.000000 Penalty: 6198.751953
	Iteration 74Q: 3 clusters Score -3.357267e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262909 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -33572664.000000 Penalty: 6198.751953
	Iteration 75Q: 3 clusters Score -3.357266e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263021 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -33572676.000000 Penalty: 6198.751953
	Iteration 76Q: 3 clusters Score -3.357268e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263136 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -33572652.000000 Penalty: 6198.751953
	Iteration 77Q: 3 clusters Score -3.357265e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263247 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -33572620.000000 Penalty: 6198.751953
	Iteration 78Q: 3 clusters Score -3.357262e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263343 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -33572660.000000 Penalty: 6198.751953
	Iteration 79Q: 3 clusters Score -3.357266e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263443 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -33572672.000000 Penalty: 6198.751953
	Iteration 80F: 3 clusters Score -3.357267e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263536 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -33572656.000000 Penalty: 6198.751953
	Iteration 81Q: 3 clusters Score -3.357266e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263643 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -33572620.000000 Penalty: 6198.751953
	Iteration 82Q: 3 clusters Score -3.357262e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263732 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -33572568.000000 Penalty: 6198.751953
	Iteration 83Q: 3 clusters Score -3.357257e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263825 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -33572560.000000 Penalty: 6198.751953
	Iteration 84Q: 3 clusters Score -3.357256e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263923 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -33572552.000000 Penalty: 6198.751953
	Iteration 85Q: 3 clusters Score -3.357255e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264016 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -33572544.000000 Penalty: 6198.751953
	Iteration 86Q: 3 clusters Score -3.357254e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264100 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -33572540.000000 Penalty: 6198.751953
	Iteration 87Q: 3 clusters Score -3.357254e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264170 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -33572544.000000 Penalty: 6198.751953
	Iteration 88Q: 3 clusters Score -3.357254e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264235 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -33572552.000000 Penalty: 6198.751953
	Iteration 89Q: 3 clusters Score -3.357255e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264303 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3.357254e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264374 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -33572480.000000 Penalty: 6198.751953
	Iteration 91Q: 3 clusters Score -3.357248e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264427 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -33572476.000000 Penalty: 6198.751953
	Iteration 92Q: 3 clusters Score -3.357248e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264473 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -33572476.000000 Penalty: 6198.751953
	Iteration 93Q: 3 clusters Score -3.357248e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264516 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -33572444.000000 Penalty: 6198.751953
	Iteration 94Q: 3 clusters Score -3.357244e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264566 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -33572392.000000 Penalty: 6198.751953
	Iteration 95Q: 3 clusters Score -3.357239e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264608 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -33572404.000000 Penalty: 6198.751953
	Iteration 96Q: 3 clusters Score -3.35724e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264648 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -33572404.000000 Penalty: 6198.751953
	Iteration 97Q: 3 clusters Score -3.35724e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264688 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3.357238e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264730 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -33572412.000000 Penalty: 6198.751953
	Iteration 99Q: 3 clusters Score -3.357241e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264764 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -33572404.000000 Penalty: 6198.751953
	Iteration 100F: 3 clusters Score -3.35724e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264800 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -33572428.000000 Penalty: 6198.751953
	Iteration 101Q: 3 clusters Score -3.357243e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264831 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -33572416.000000 Penalty: 6198.751953
	Iteration 102Q: 3 clusters Score -3.357242e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264865 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -33572456.000000 Penalty: 6198.751953
	Iteration 103Q: 3 clusters Score -3.357246e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264902 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -33572436.000000 Penalty: 6198.751953
	Iteration 104Q: 3 clusters Score -3.357244e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264945 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -33572424.000000 Penalty: 6198.751953
	Iteration 105Q: 3 clusters Score -3.357242e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264985 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3.357242e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265027 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3.357244e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265059 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3.357242e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265082 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3.357242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265102 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3.357243e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265128 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -33572412.000000 Penalty: 6198.751953
	Iteration 111Q: 3 clusters Score -3.357241e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265155 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3.357241e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265181 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3.357236e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265209 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -33572368.000000 Penalty: 6198.751953
	Iteration 114Q: 3 clusters Score -3.357237e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265235 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3.357238e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265259 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3.35724e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265280 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3.35724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265298 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3.357238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265320 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3.35724e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265343 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3.357238e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265365 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -33572364.000000 Penalty: 6198.751953
	Iteration 121Q: 3 clusters Score -3.357236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265387 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -33572360.000000 Penalty: 6198.751953
	Iteration 122Q: 3 clusters Score -3.357236e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265414 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -33572308.000000 Penalty: 6198.751953
	Iteration 123Q: 3 clusters Score -3.357231e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265438 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -33572324.000000 Penalty: 6198.751953
	Iteration 124Q: 3 clusters Score -3.357232e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265459 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -33572324.000000 Penalty: 6198.751953
	Iteration 125Q: 3 clusters Score -3.357232e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265482 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -33572308.000000 Penalty: 6198.751953
	Iteration 126Q: 3 clusters Score -3.357231e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265496 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -33572332.000000 Penalty: 6198.751953
	Iteration 127Q: 3 clusters Score -3.357233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265509 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -33572300.000000 Penalty: 6198.751953
	Iteration 128Q: 3 clusters Score -3.35723e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265523 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -33572296.000000 Penalty: 6198.751953
	Iteration 129Q: 3 clusters Score -3.35723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265531 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -33572276.000000 Penalty: 6198.751953
	Iteration 130Q: 3 clusters Score -3.357228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265539 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -33572284.000000 Penalty: 6198.751953
	Iteration 131Q: 3 clusters Score -3.357228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265549 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -33572284.000000 Penalty: 6198.751953
	Iteration 132Q: 3 clusters Score -3.357228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265559 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -33572324.000000 Penalty: 6198.751953
	Iteration 133Q: 3 clusters Score -3.357232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265573 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -33572320.000000 Penalty: 6198.751953
	Iteration 134Q: 3 clusters Score -3.357232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265584 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -33572344.000000 Penalty: 6198.751953
	Iteration 135Q: 3 clusters Score -3.357234e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265602 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -33572328.000000 Penalty: 6198.751953
	Iteration 136Q: 3 clusters Score -3.357233e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265622 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -33572308.000000 Penalty: 6198.751953
	Iteration 137Q: 3 clusters Score -3.357231e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265636 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -33572312.000000 Penalty: 6198.751953
	Iteration 138Q: 3 clusters Score -3.357231e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265651 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -33572320.000000 Penalty: 6198.751953
	Iteration 139Q: 3 clusters Score -3.357232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265663 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -33572308.000000 Penalty: 6198.751953
	Iteration 140F: 3 clusters Score -3.357231e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265678 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -33572324.000000 Penalty: 6198.751953
	Iteration 141Q: 3 clusters Score -3.357232e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265694 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -33572308.000000 Penalty: 6198.751953
	Iteration 142Q: 3 clusters Score -3.357231e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265713 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -33572296.000000 Penalty: 6198.751953
	Iteration 143Q: 3 clusters Score -3.35723e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265731 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -33572312.000000 Penalty: 6198.751953
	Iteration 144Q: 3 clusters Score -3.357231e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265747 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -33572276.000000 Penalty: 6198.751953
	Iteration 145Q: 3 clusters Score -3.357228e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265761 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -33572288.000000 Penalty: 6198.751953
	Iteration 146Q: 3 clusters Score -3.357229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265771 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -33572280.000000 Penalty: 6198.751953
	Iteration 147Q: 3 clusters Score -3.357228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265779 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -33572292.000000 Penalty: 6198.751953
	Iteration 148Q: 3 clusters Score -3.357229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265783 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -33572304.000000 Penalty: 6198.751953
	Iteration 149Q: 3 clusters Score -3.35723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265789 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -33572296.000000 Penalty: 6198.751953
	Iteration 150Q: 3 clusters Score -3.35723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265795 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -33572280.000000 Penalty: 6198.751953
	Iteration 151Q: 3 clusters Score -3.357228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265801 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -33572272.000000 Penalty: 6198.751953
	Iteration 152Q: 3 clusters Score -3.357227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265806 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -33572256.000000 Penalty: 6198.751953
	Iteration 153Q: 3 clusters Score -3.357226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265815 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -33572260.000000 Penalty: 6198.751953
	Iteration 154Q: 3 clusters Score -3.357226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265820 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -33572276.000000 Penalty: 6198.751953
	Iteration 155Q: 3 clusters Score -3.357228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265824 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -33572264.000000 Penalty: 6198.751953
	Iteration 156Q: 3 clusters Score -3.357226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265830 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -33572268.000000 Penalty: 6198.751953
	Iteration 157Q: 3 clusters Score -3.357227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265833 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -33572276.000000 Penalty: 6198.751953
	Iteration 158Q: 3 clusters Score -3.357228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265834 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -33572276.000000 Penalty: 6198.751953
	Iteration 159Q: 3 clusters Score -3.357228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265837 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -33572268.000000 Penalty: 6198.751953
	Iteration 160F: 3 clusters Score -3.357227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265839 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -33572280.000000 Penalty: 6198.751953
	Iteration 161Q: 3 clusters Score -3.357228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265841 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -33572276.000000 Penalty: 6198.751953
	Iteration 162Q: 3 clusters Score -3.357228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265844 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -33572288.000000 Penalty: 6198.751953
	Iteration 163Q: 3 clusters Score -3.357229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265847 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -33572280.000000 Penalty: 6198.751953
	Iteration 164Q: 3 clusters Score -3.357228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265848 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -33572288.000000 Penalty: 6198.751953
	Iteration 165Q: 3 clusters Score -3.357229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265850 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -33572280.000000 Penalty: 6198.751953
	Iteration 166Q: 3 clusters Score -3.357228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265851 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -33572280.000000 Penalty: 6198.751953
	Iteration 167Q: 3 clusters Score -3.357228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265850 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -33572296.000000 Penalty: 6198.751953
	Iteration 168Q: 3 clusters Score -3.35723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265850 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -33572296.000000 Penalty: 6198.751953
	Iteration 169F: 3 clusters Score -3.35723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -83987.109375 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -83987.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -82175.554688 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -82175.55 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -82632.101562 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -82632.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83185.351562 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -83185.35 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83856.390625 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -83856.39 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -84435.664062 Penalty: 3347.965820
	Iteration 4F: 3 clusters Score -84435.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84835.000000 Penalty: 3347.965820
	Iteration 5F: 3 clusters Score -84835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -85308.140625 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -85308.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85386.546875 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -85386.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -85407.992188 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -85407.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85461.671875 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -85461.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85496.085938 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -85496.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85510.867188 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -85510.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85533.914062 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -85533.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85552.968750 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -85552.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85552.968750 Penalty: 3347.965820
	Iteration 14F: 3 clusters Score -85552.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 51437 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5340 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 108114 members 
Mstep: Class 9 contains 267663 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 47831 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 65204 members 
Mstep: Class 14 contains 202519 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34565 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 122355 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39511 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
Score: -119294648.000000 Penalty: 75182.937500
Splitting cluster 10 changes total score from -119294640.000000 to -119294648.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (47831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Entering Unmasked Estep 
Score: -6079534.500000 Penalty: 2672.306396
	Iteration 0F: 2 clusters Score -6079534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -6047216.000000 Penalty: 5344.612793
	Iteration 0F: 3 clusters Score -6047216 nChanged 22016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -6059383.500000 Penalty: 5344.612793
	Iteration 1F: 3 clusters Score -6059384 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -6059813.000000 Penalty: 5344.612793
	Iteration 2Q: 3 clusters Score -6059813 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -6060232.000000 Penalty: 5344.612793
	Iteration 3Q: 3 clusters Score -6060232 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -6060606.500000 Penalty: 5344.612793
	Iteration 4Q: 3 clusters Score -6060606 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -6061049.500000 Penalty: 5344.612793
	Iteration 5Q: 3 clusters Score -6061050 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -6061579.500000 Penalty: 5344.612793
	Iteration 6Q: 3 clusters Score -6061580 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -6062377.500000 Penalty: 5344.612793
	Iteration 7Q: 3 clusters Score -6062378 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -6063717.000000 Penalty: 5344.612793
	Iteration 8F: 3 clusters Score -6063717 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -6065849.000000 Penalty: 5344.612793
	Iteration 9F: 3 clusters Score -6065849 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -6068884.000000 Penalty: 5344.612793
	Iteration 10F: 3 clusters Score -6068884 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -6072318.500000 Penalty: 5344.612793
	Iteration 11F: 3 clusters Score -6072318 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -6075111.500000 Penalty: 5344.612793
	Iteration 12F: 3 clusters Score -6075112 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -6076645.500000 Penalty: 5344.612793
	Iteration 13Q: 3 clusters Score -6076646 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6077464.000000 Penalty: 5344.612793
	Iteration 14Q: 3 clusters Score -6077464 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6077887.500000 Penalty: 5344.612793
	Iteration 15Q: 3 clusters Score -6077888 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6078062.500000 Penalty: 5344.612793
	Iteration 16Q: 3 clusters Score -6078062 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6078138.000000 Penalty: 5344.612793
	Iteration 17Q: 3 clusters Score -6078138 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6078176.000000 Penalty: 5344.612793
	Iteration 18Q: 3 clusters Score -6078176 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6078201.500000 Penalty: 5344.612793
	Iteration 19Q: 3 clusters Score -6078202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6078211.000000 Penalty: 5344.612793
	Iteration 20F: 3 clusters Score -6078211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6078220.000000 Penalty: 5344.612793
	Iteration 21Q: 3 clusters Score -6078220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6078232.500000 Penalty: 5344.612793
	Iteration 22Q: 3 clusters Score -6078232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6078232.000000 Penalty: 5344.612793
	Iteration 23Q: 3 clusters Score -6078232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6078235.000000 Penalty: 5344.612793
	Iteration 24Q: 3 clusters Score -6078235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6078245.500000 Penalty: 5344.612793
	Iteration 25Q: 3 clusters Score -6078246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6078242.000000 Penalty: 5344.612793
	Iteration 26Q: 3 clusters Score -6078242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6078240.500000 Penalty: 5344.612793
	Iteration 27Q: 3 clusters Score -6078240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6078247.000000 Penalty: 5344.612793
	Iteration 28Q: 3 clusters Score -6078247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6078247.000000 Penalty: 5344.612793
	Iteration 29F: 3 clusters Score -6078247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Entering Unmasked Estep 
Score: -126927.328125 Penalty: 1725.459351
	Iteration 0F: 2 clusters Score -126927.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -124905.632812 Penalty: 3450.918701
	Iteration 0F: 3 clusters Score -124905.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -125203.515625 Penalty: 3450.918701
	Iteration 1F: 3 clusters Score -125203.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -125297.789062 Penalty: 3450.918701
	Iteration 2F: 3 clusters Score -125297.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -125344.648438 Penalty: 3450.918701
	Iteration 3Q: 3 clusters Score -125344.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -125364.281250 Penalty: 3450.918701
	Iteration 4Q: 3 clusters Score -125364.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -125372.898438 Penalty: 3450.918701
	Iteration 5Q: 3 clusters Score -125372.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -125380.523438 Penalty: 3450.918701
	Iteration 6Q: 3 clusters Score -125380.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -125384.093750 Penalty: 3450.918701
	Iteration 7Q: 3 clusters Score -125384.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -125390.851562 Penalty: 3450.918701
	Iteration 8Q: 3 clusters Score -125390.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -125392.070312 Penalty: 3450.918701
	Iteration 9Q: 3 clusters Score -125392.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -125393.570312 Penalty: 3450.918701
	Iteration 10Q: 3 clusters Score -125393.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -125395.054688 Penalty: 3450.918701
	Iteration 11Q: 3 clusters Score -125395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -125396.476562 Penalty: 3450.918701
	Iteration 12Q: 3 clusters Score -125396.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -125396.476562 Penalty: 3450.918701
	Iteration 13F: 3 clusters Score -125396.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Entering Unmasked Estep 
Score: -7993352.500000 Penalty: 2749.148438
	Iteration 0F: 2 clusters Score -7993352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -7949390.500000 Penalty: 5498.296875
	Iteration 0F: 3 clusters Score -7949390 nChanged 30519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -7966343.500000 Penalty: 5498.296875
	Iteration 1F: 3 clusters Score -7966344 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -7967014.000000 Penalty: 5498.296875
	Iteration 2Q: 3 clusters Score -7967014 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -7967863.000000 Penalty: 5498.296875
	Iteration 3Q: 3 clusters Score -7967863 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -7969131.000000 Penalty: 5498.296875
	Iteration 4Q: 3 clusters Score -7969131 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -7971181.500000 Penalty: 5498.296875
	Iteration 5F: 3 clusters Score -7971182 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -7974213.500000 Penalty: 5498.296875
	Iteration 6F: 3 clusters Score -7974214 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -7978276.000000 Penalty: 5498.296875
	Iteration 7F: 3 clusters Score -7978276 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57049 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -7982725.500000 Penalty: 5498.296875
	Iteration 8F: 3 clusters Score -7982726 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -7986649.500000 Penalty: 5498.296875
	Iteration 9F: 3 clusters Score -7986650 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7989261.000000 Penalty: 5498.296875
	Iteration 10Q: 3 clusters Score -7989261 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7990324.500000 Penalty: 5498.296875
	Iteration 11Q: 3 clusters Score -7990324 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7990739.000000 Penalty: 5498.296875
	Iteration 12Q: 3 clusters Score -7990739 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64771 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7990922.000000 Penalty: 5498.296875
	Iteration 13Q: 3 clusters Score -7990922 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7990998.000000 Penalty: 5498.296875
	Iteration 14Q: 3 clusters Score -7990998 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64878 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7991061.000000 Penalty: 5498.296875
	Iteration 15Q: 3 clusters Score -7991061 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64907 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7991089.500000 Penalty: 5498.296875
	Iteration 16Q: 3 clusters Score -7991090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64923 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7991115.500000 Penalty: 5498.296875
	Iteration 17Q: 3 clusters Score -7991116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64936 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7991141.000000 Penalty: 5498.296875
	Iteration 18Q: 3 clusters Score -7991141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64945 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7991157.000000 Penalty: 5498.296875
	Iteration 19Q: 3 clusters Score -7991157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7991154.500000 Penalty: 5498.296875
	Iteration 20F: 3 clusters Score -7991154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64954 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7991161.000000 Penalty: 5498.296875
	Iteration 21Q: 3 clusters Score -7991161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7991161.500000 Penalty: 5498.296875
	Iteration 22Q: 3 clusters Score -7991162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64960 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7991169.000000 Penalty: 5498.296875
	Iteration 23Q: 3 clusters Score -7991169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64960 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7991169.000000 Penalty: 5498.296875
	Iteration 24F: 3 clusters Score -7991169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (202519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202519 members 
Entering Unmasked Estep 
Score: -25485174.000000 Penalty: 3030.209961
	Iteration 0F: 2 clusters Score -2.548517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101508 members 
Mstep: Class 2 contains 101011 members 
Entering Unmasked Estep 
Score: -25351988.000000 Penalty: 6060.419922
	Iteration 0F: 3 clusters Score -2.535199e+07 nChanged 97408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105630 members 
Mstep: Class 2 contains 96889 members 
Entering Unmasked Estep 
Score: -25408634.000000 Penalty: 6060.419922
	Iteration 1F: 3 clusters Score -2.540863e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108409 members 
Mstep: Class 2 contains 94110 members 
Entering Unmasked Estep 
Score: -25409832.000000 Penalty: 6060.419922
	Iteration 2Q: 3 clusters Score -2.540983e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112907 members 
Mstep: Class 2 contains 89612 members 
Entering Unmasked Estep 
Score: -25411506.000000 Penalty: 6060.419922
	Iteration 3Q: 3 clusters Score -2.541151e+07 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119868 members 
Mstep: Class 2 contains 82651 members 
Entering Unmasked Estep 
Score: -25414754.000000 Penalty: 6060.419922
	Iteration 4Q: 3 clusters Score -2.541475e+07 nChanged 11273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130051 members 
Mstep: Class 2 contains 72468 members 
Entering Unmasked Estep 
Score: -25420806.000000 Penalty: 6060.419922
	Iteration 5F: 3 clusters Score -2.542081e+07 nChanged 15122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144451 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -25431566.000000 Penalty: 6060.419922
	Iteration 6F: 3 clusters Score -2.543157e+07 nChanged 17956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161961 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -25447372.000000 Penalty: 6060.419922
	Iteration 7F: 3 clusters Score -2.544737e+07 nChanged 17515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179346 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -25463618.000000 Penalty: 6060.419922
	Iteration 8F: 3 clusters Score -2.546362e+07 nChanged 12078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191374 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -25473986.000000 Penalty: 6060.419922
	Iteration 9F: 3 clusters Score -2.547399e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197396 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -25479076.000000 Penalty: 6060.419922
	Iteration 10Q: 3 clusters Score -2.547908e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199861 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -25481146.000000 Penalty: 6060.419922
	Iteration 11Q: 3 clusters Score -2.548115e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200880 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -25481964.000000 Penalty: 6060.419922
	Iteration 12Q: 3 clusters Score -2.548196e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201286 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -25482374.000000 Penalty: 6060.419922
	Iteration 13Q: 3 clusters Score -2.548237e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201476 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -25482570.000000 Penalty: 6060.419922
	Iteration 14Q: 3 clusters Score -2.548257e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201576 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -25482724.000000 Penalty: 6060.419922
	Iteration 15Q: 3 clusters Score -2.548272e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201631 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -25482744.000000 Penalty: 6060.419922
	Iteration 16Q: 3 clusters Score -2.548274e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201650 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -25482750.000000 Penalty: 6060.419922
	Iteration 17Q: 3 clusters Score -2.548275e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201660 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -25482798.000000 Penalty: 6060.419922
	Iteration 18Q: 3 clusters Score -2.54828e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201682 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -25482836.000000 Penalty: 6060.419922
	Iteration 19Q: 3 clusters Score -2.548284e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201683 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -25482836.000000 Penalty: 6060.419922
	Iteration 20F: 3 clusters Score -2.548284e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201690 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -25482854.000000 Penalty: 6060.419922
	Iteration 21Q: 3 clusters Score -2.548285e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201696 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -25482852.000000 Penalty: 6060.419922
	Iteration 22Q: 3 clusters Score -2.548285e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201701 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -25482864.000000 Penalty: 6060.419922
	Iteration 23Q: 3 clusters Score -2.548286e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201703 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -25482864.000000 Penalty: 6060.419922
	Iteration 24Q: 3 clusters Score -2.548286e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201703 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -25482856.000000 Penalty: 6060.419922
	Iteration 25Q: 3 clusters Score -2.548286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201712 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -25482858.000000 Penalty: 6060.419922
	Iteration 26Q: 3 clusters Score -2.548286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201713 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -25482872.000000 Penalty: 6060.419922
	Iteration 27Q: 3 clusters Score -2.548287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201722 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -25482858.000000 Penalty: 6060.419922
	Iteration 28Q: 3 clusters Score -2.548286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201727 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -25482878.000000 Penalty: 6060.419922
	Iteration 29Q: 3 clusters Score -2.548288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201729 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -25482870.000000 Penalty: 6060.419922
	Iteration 30Q: 3 clusters Score -2.548287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201730 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -25482876.000000 Penalty: 6060.419922
	Iteration 31Q: 3 clusters Score -2.548288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201735 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -25482868.000000 Penalty: 6060.419922
	Iteration 32Q: 3 clusters Score -2.548287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201740 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -25482844.000000 Penalty: 6060.419922
	Iteration 33Q: 3 clusters Score -2.548284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201742 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -25482846.000000 Penalty: 6060.419922
	Iteration 34Q: 3 clusters Score -2.548285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201742 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -25482838.000000 Penalty: 6060.419922
	Iteration 35Q: 3 clusters Score -2.548284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201742 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -25482838.000000 Penalty: 6060.419922
	Iteration 36F: 3 clusters Score -2.548284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -284818.562500 Penalty: 1926.805908
	Iteration 0F: 2 clusters Score -284818.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -281931.812500 Penalty: 3853.611816
	Iteration 0F: 3 clusters Score -281931.8 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -282489.312500 Penalty: 3853.611816
	Iteration 1F: 3 clusters Score -282489.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -282648.968750 Penalty: 3853.611816
	Iteration 2F: 3 clusters Score -282649 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -282753.718750 Penalty: 3853.611816
	Iteration 3Q: 3 clusters Score -282753.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -282828.875000 Penalty: 3853.611816
	Iteration 4Q: 3 clusters Score -282828.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -282894.593750 Penalty: 3853.611816
	Iteration 5Q: 3 clusters Score -282894.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -282945.687500 Penalty: 3853.611816
	Iteration 6Q: 3 clusters Score -282945.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -282994.781250 Penalty: 3853.611816
	Iteration 7Q: 3 clusters Score -282994.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -283035.250000 Penalty: 3853.611816
	Iteration 8Q: 3 clusters Score -283035.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -283074.187500 Penalty: 3853.611816
	Iteration 9Q: 3 clusters Score -283074.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -283101.312500 Penalty: 3853.611816
	Iteration 10Q: 3 clusters Score -283101.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -283124.406250 Penalty: 3853.611816
	Iteration 11Q: 3 clusters Score -283124.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -283138.968750 Penalty: 3853.611816
	Iteration 12Q: 3 clusters Score -283139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -283149.812500 Penalty: 3853.611816
	Iteration 13Q: 3 clusters Score -283149.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -283160.781250 Penalty: 3853.611816
	Iteration 14Q: 3 clusters Score -283160.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -283170.500000 Penalty: 3853.611816
	Iteration 15Q: 3 clusters Score -283170.5 nChanged 14
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: -283177.843750 Penalty: 3853.611816
	Iteration 16Q: 3 clusters Score -283177.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -283188.906250 Penalty: 3853.611816
	Iteration 17Q: 3 clusters Score -283188.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -283202.593750 Penalty: 3853.611816
	Iteration 18Q: 3 clusters Score -283202.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -283209.718750 Penalty: 3853.611816
	Iteration 19Q: 3 clusters Score -283209.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -283218.343750 Penalty: 3853.611816
	Iteration 20F: 3 clusters Score -283218.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -283225.687500 Penalty: 3853.611816
	Iteration 21Q: 3 clusters Score -283225.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -283231.062500 Penalty: 3853.611816
	Iteration 22Q: 3 clusters Score -283231.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -283235.250000 Penalty: 3853.611816
	Iteration 23Q: 3 clusters Score -283235.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -283240.281250 Penalty: 3853.611816
	Iteration 24Q: 3 clusters Score -283240.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -283245.781250 Penalty: 3853.611816
	Iteration 25Q: 3 clusters Score -283245.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -283247.218750 Penalty: 3853.611816
	Iteration 26Q: 3 clusters Score -283247.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -283248.468750 Penalty: 3853.611816
	Iteration 27Q: 3 clusters Score -283248.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -283251.312500 Penalty: 3853.611816
	Iteration 28Q: 3 clusters Score -283251.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -283253.750000 Penalty: 3853.611816
	Iteration 29Q: 3 clusters Score -283253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -283256.062500 Penalty: 3853.611816
	Iteration 30Q: 3 clusters Score -283256.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -283257.812500 Penalty: 3853.611816
	Iteration 31Q: 3 clusters Score -283257.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -283258.843750 Penalty: 3853.611816
	Iteration 32Q: 3 clusters Score -283258.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -283258.843750 Penalty: 3853.611816
	Iteration 33F: 3 clusters Score -283258.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Entering Unmasked Estep 
Score: -4407047.500000 Penalty: 2591.748047
	Iteration 0F: 2 clusters Score -4407048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -4383550.500000 Penalty: 5183.496094
	Iteration 0F: 3 clusters Score -4383550 nChanged 15570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -4391977.500000 Penalty: 5183.496094
	Iteration 1F: 3 clusters Score -4391978 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -4392348.000000 Penalty: 5183.496094
	Iteration 2Q: 3 clusters Score -4392348 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -4392601.500000 Penalty: 5183.496094
	Iteration 3Q: 3 clusters Score -4392602 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -4392787.500000 Penalty: 5183.496094
	Iteration 4Q: 3 clusters Score -4392788 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -4392953.000000 Penalty: 5183.496094
	Iteration 5Q: 3 clusters Score -4392953 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -4393105.000000 Penalty: 5183.496094
	Iteration 6Q: 3 clusters Score -4393105 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -4393192.000000 Penalty: 5183.496094
	Iteration 7Q: 3 clusters Score -4393192 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -4393333.000000 Penalty: 5183.496094
	Iteration 8Q: 3 clusters Score -4393333 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -4393480.500000 Penalty: 5183.496094
	Iteration 9Q: 3 clusters Score -4393480 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -4393637.000000 Penalty: 5183.496094
	Iteration 10Q: 3 clusters Score -4393637 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -4393852.000000 Penalty: 5183.496094
	Iteration 11Q: 3 clusters Score -4393852 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -4394095.000000 Penalty: 5183.496094
	Iteration 12Q: 3 clusters Score -4394095 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -4394405.000000 Penalty: 5183.496094
	Iteration 13Q: 3 clusters Score -4394405 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4394812.000000 Penalty: 5183.496094
	Iteration 14Q: 3 clusters Score -4394812 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -4395244.000000 Penalty: 5183.496094
	Iteration 15Q: 3 clusters Score -4395244 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -4395758.500000 Penalty: 5183.496094
	Iteration 16Q: 3 clusters Score -4395758 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -4396341.500000 Penalty: 5183.496094
	Iteration 17Q: 3 clusters Score -4396342 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -4397047.000000 Penalty: 5183.496094
	Iteration 18Q: 3 clusters Score -4397047 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -4398069.500000 Penalty: 5183.496094
	Iteration 19Q: 3 clusters Score -4398070 nChanged 1814
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -4399285.500000 Penalty: 5183.496094
	Iteration 20F: 3 clusters Score -4399286 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
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	Iteration 21F: 3 clusters Score -4400385 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -4401021.500000 Penalty: 5183.496094
	Iteration 22Q: 3 clusters Score -4401022 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4401373 nChanged 637
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4401520 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4401628 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4401710 nChanged 343
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4401808 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4401872 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4401928 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4401989 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4402044 nChanged 272
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4402090 nChanged 229
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4402134 nChanged 217
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -4402160.000000 Penalty: 5183.496094
	Iteration 34Q: 3 clusters Score -4402160 nChanged 214
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -4402218.500000 Penalty: 5183.496094
	Iteration 35Q: 3 clusters Score -4402218 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -4402246.500000 Penalty: 5183.496094
	Iteration 36Q: 3 clusters Score -4402246 nChanged 184
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4402258 nChanged 184
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -4402291.500000 Penalty: 5183.496094
	Iteration 38Q: 3 clusters Score -4402292 nChanged 184
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4402329 nChanged 179
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -4402350.500000 Penalty: 5183.496094
	Iteration 40F: 3 clusters Score -4402350 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4402378 nChanged 211
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4402404 nChanged 203
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4402436 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4402496 nChanged 221
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4402518 nChanged 219
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4402558 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4402613 nChanged 237
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4402654 nChanged 236
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4402694 nChanged 247
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4402726 nChanged 256
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Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4402774 nChanged 272
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Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4402844 nChanged 276
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Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4402904 nChanged 287
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Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4402946 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4403009 nChanged 276
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4403074 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4403126 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4403180 nChanged 267
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -4403233.000000 Penalty: 5183.496094
	Iteration 59Q: 3 clusters Score -4403233 nChanged 243
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4403296 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4403343 nChanged 259
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4403397 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4403462 nChanged 279
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4403552 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4403610 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4403661 nChanged 249
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 28057 members 
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	Iteration 67Q: 3 clusters Score -4403734 nChanged 228
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 28281 members 
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	Iteration 68Q: 3 clusters Score -4403773 nChanged 219
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 28500 members 
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	Iteration 69Q: 3 clusters Score -4403814 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 28712 members 
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	Iteration 70Q: 3 clusters Score -4403866 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -4403940.500000 Penalty: 5183.496094
	Iteration 71Q: 3 clusters Score -4403940 nChanged 229
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4404016 nChanged 227
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Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4404056 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4404105 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4404138 nChanged 203
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Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4404194 nChanged 228
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Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4404270 nChanged 205
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Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4404325 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -4404390.000000 Penalty: 5183.496094
	Iteration 79Q: 3 clusters Score -4404390 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4404426 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4404469 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4404519 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4404565 nChanged 142
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Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -4404604.000000 Penalty: 5183.496094
	Iteration 84Q: 3 clusters Score -4404604 nChanged 130
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Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4404639 nChanged 120
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Mstep: Class 1 contains 2954 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4404672 nChanged 114
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Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4404710 nChanged 99
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Mstep: Class 1 contains 2741 members 
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Entering Unmasked Estep 
Score: -4404742.500000 Penalty: 5183.496094
	Iteration 88Q: 3 clusters Score -4404742 nChanged 84
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Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -4404756.500000 Penalty: 5183.496094
	Iteration 89Q: 3 clusters Score -4404756 nChanged 82
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Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -4404775.000000 Penalty: 5183.496094
	Iteration 90Q: 3 clusters Score -4404775 nChanged 67
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Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4404788 nChanged 73
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Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4404797 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -4404824.500000 Penalty: 5183.496094
	Iteration 93Q: 3 clusters Score -4404824 nChanged 65
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Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4404854 nChanged 79
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Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4404876 nChanged 79
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Mstep: Class 1 contains 2157 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4404893 nChanged 76
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Mstep: Class 1 contains 2081 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4404910 nChanged 73
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Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -4404923.500000 Penalty: 5183.496094
	Iteration 98Q: 3 clusters Score -4404924 nChanged 63
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Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4404957 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4404969 nChanged 54
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Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4404987 nChanged 56
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Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4405013 nChanged 44
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Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -4405031.500000 Penalty: 5183.496094
	Iteration 103Q: 3 clusters Score -4405032 nChanged 32
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Mstep: Class 1 contains 1717 members 
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Entering Unmasked Estep 
Score: -4405041.000000 Penalty: 5183.496094
	Iteration 104Q: 3 clusters Score -4405041 nChanged 31
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Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4405054 nChanged 21
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Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4405050 nChanged 22
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Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4405065 nChanged 24
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Mstep: Class 1 contains 1619 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4405065 nChanged 27
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Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -4405070.000000 Penalty: 5183.496094
	Iteration 109Q: 3 clusters Score -4405070 nChanged 24
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Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -4405076.500000 Penalty: 5183.496094
	Iteration 110Q: 3 clusters Score -4405076 nChanged 28
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4405080 nChanged 31
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Mstep: Class 1 contains 1509 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4405100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -4405111.500000 Penalty: 5183.496094
	Iteration 113Q: 3 clusters Score -4405112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -4405122.000000 Penalty: 5183.496094
	Iteration 114Q: 3 clusters Score -4405122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -4405126.500000 Penalty: 5183.496094
	Iteration 115Q: 3 clusters Score -4405126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -4405135.000000 Penalty: 5183.496094
	Iteration 116Q: 3 clusters Score -4405135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -4405146.500000 Penalty: 5183.496094
	Iteration 117Q: 3 clusters Score -4405146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -4405156.000000 Penalty: 5183.496094
	Iteration 118Q: 3 clusters Score -4405156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -4405154.000000 Penalty: 5183.496094
	Iteration 119Q: 3 clusters Score -4405154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -4405155.500000 Penalty: 5183.496094
	Iteration 120F: 3 clusters Score -4405156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -4405163.000000 Penalty: 5183.496094
	Iteration 121Q: 3 clusters Score -4405163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -4405164.000000 Penalty: 5183.496094
	Iteration 122Q: 3 clusters Score -4405164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -4405164.500000 Penalty: 5183.496094
	Iteration 123Q: 3 clusters Score -4405164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -4405176.500000 Penalty: 5183.496094
	Iteration 124Q: 3 clusters Score -4405176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -4405182.500000 Penalty: 5183.496094
	Iteration 125Q: 3 clusters Score -4405182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -4405184.000000 Penalty: 5183.496094
	Iteration 126Q: 3 clusters Score -4405184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -4405184.000000 Penalty: 5183.496094
	Iteration 127Q: 3 clusters Score -4405184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -4405190.000000 Penalty: 5183.496094
	Iteration 128Q: 3 clusters Score -4405190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -4405186.000000 Penalty: 5183.496094
	Iteration 129Q: 3 clusters Score -4405186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -4405183.500000 Penalty: 5183.496094
	Iteration 130Q: 3 clusters Score -4405184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -4405183.500000 Penalty: 5183.496094
	Iteration 131F: 3 clusters Score -4405184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -52417.074219 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -52417.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50917.394531 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -50917.39 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51188.175781 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -51188.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51329.035156 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -51329.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51446.570312 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -51446.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51558.535156 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -51558.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51639.613281 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -51639.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51738.531250 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -51738.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51838.945312 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -51838.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51857.390625 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -51857.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51878.957031 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -51878.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51886.808594 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -51886.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51891.292969 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -51891.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51895.503906 Penalty: 3097.106689
	Iteration 12Q: 3 clusters Score -51895.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51899.707031 Penalty: 3097.106689
	Iteration 13Q: 3 clusters Score -51899.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51906.343750 Penalty: 3097.106689
	Iteration 14Q: 3 clusters Score -51906.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51915.007812 Penalty: 3097.106689
	Iteration 15Q: 3 clusters Score -51915.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51954.171875 Penalty: 3097.106689
	Iteration 16Q: 3 clusters Score -51954.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52007.722656 Penalty: 3097.106689
	Iteration 17Q: 3 clusters Score -52007.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52034.050781 Penalty: 3097.106689
	Iteration 18Q: 3 clusters Score -52034.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52051.480469 Penalty: 3097.106689
	Iteration 19Q: 3 clusters Score -52051.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -52066.171875 Penalty: 3097.106689
	Iteration 20F: 3 clusters Score -52066.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (122355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122355 members 
Entering Unmasked Estep 
Score: -15456600.000000 Penalty: 2905.240967
	Iteration 0F: 2 clusters Score -1.54566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61536 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -15374690.000000 Penalty: 5810.481934
	Iteration 0F: 3 clusters Score -1.537469e+07 nChanged 58172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -15408390.000000 Penalty: 5810.481934
	Iteration 1F: 3 clusters Score -1.540839e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66558 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -15409506.000000 Penalty: 5810.481934
	Iteration 2Q: 3 clusters Score -1.540951e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69721 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -15410912.000000 Penalty: 5810.481934
	Iteration 3Q: 3 clusters Score -1.541091e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -15413223.000000 Penalty: 5810.481934
	Iteration 4Q: 3 clusters Score -1.541322e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -15417454.000000 Penalty: 5810.481934
	Iteration 5F: 3 clusters Score -1.541745e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90777 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -15424603.000000 Penalty: 5810.481934
	Iteration 6F: 3 clusters Score -1.54246e+07 nChanged 11229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102002 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -15434678.000000 Penalty: 5810.481934
	Iteration 7F: 3 clusters Score -1.543468e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112142 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -15444574.000000 Penalty: 5810.481934
	Iteration 8F: 3 clusters Score -1.544457e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118456 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -15450490.000000 Penalty: 5810.481934
	Iteration 9F: 3 clusters Score -1.545049e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121047 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -15452780.000000 Penalty: 5810.481934
	Iteration 10Q: 3 clusters Score -1.545278e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121828 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -15453511.000000 Penalty: 5810.481934
	Iteration 11Q: 3 clusters Score -1.545351e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122001 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -15453751.000000 Penalty: 5810.481934
	Iteration 12Q: 3 clusters Score -1.545375e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122070 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -15453885.000000 Penalty: 5810.481934
	Iteration 13Q: 3 clusters Score -1.545388e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122100 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -15453952.000000 Penalty: 5810.481934
	Iteration 14Q: 3 clusters Score -1.545395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122113 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15453983.000000 Penalty: 5810.481934
	Iteration 15Q: 3 clusters Score -1.545398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122118 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -15453998.000000 Penalty: 5810.481934
	Iteration 16Q: 3 clusters Score -1.5454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122120 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -15453998.000000 Penalty: 5810.481934
	Iteration 17Q: 3 clusters Score -1.5454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122123 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15453993.000000 Penalty: 5810.481934
	Iteration 18Q: 3 clusters Score -1.545399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122126 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15454000.000000 Penalty: 5810.481934
	Iteration 19Q: 3 clusters Score -1.5454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122128 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15454008.000000 Penalty: 5810.481934
	Iteration 20F: 3 clusters Score -1.545401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122128 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15454002.000000 Penalty: 5810.481934
	Iteration 21Q: 3 clusters Score -1.5454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122127 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15454004.000000 Penalty: 5810.481934
	Iteration 22Q: 3 clusters Score -1.5454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122127 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15454004.000000 Penalty: 5810.481934
	Iteration 23F: 3 clusters Score -1.5454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -55095.140625 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -55095.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53538.425781 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -53538.43 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53746.906250 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -53746.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -53931.070312 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -53931.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54203.535156 Penalty: 3110.410156
	Iteration 3F: 3 clusters Score -54203.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -54377.882812 Penalty: 3110.410156
	Iteration 4F: 3 clusters Score -54377.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54561.175781 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -54561.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54839.562500 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -54839.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54998.531250 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -54998.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55180.066406 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -55180.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55457.503906 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -55457.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55731.710938 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -55731.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55750.460938 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -55750.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55756.062500 Penalty: 3110.410156
	Iteration 12Q: 3 clusters Score -55756.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55762.261719 Penalty: 3110.410156
	Iteration 13Q: 3 clusters Score -55762.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55774.183594 Penalty: 3110.410156
	Iteration 14Q: 3 clusters Score -55774.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55777.753906 Penalty: 3110.410156
	Iteration 15Q: 3 clusters Score -55777.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55780.832031 Penalty: 3110.410156
	Iteration 16Q: 3 clusters Score -55780.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55780.832031 Penalty: 3110.410156
	Iteration 17F: 3 clusters Score -55780.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 51437 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5340 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 108114 members 
Mstep: Class 9 contains 267663 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 47831 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 65204 members 
Mstep: Class 14 contains 202519 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34565 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 122355 members 
Mstep: Class 19 contains 297 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39511 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 232 members 
Entering Unmasked Estep 
Score: -119293416.000000 Penalty: 78600.343750
Splitting cluster 19 changes total score from -119294640.000000 to -119293416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -13928.078125 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -13928.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12994.078125 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -12994.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13147.883789 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -13147.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13206.710938 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -13206.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13209.713867 Penalty: 2514.176514
	Iteration 3Q: 3 clusters Score -13209.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13218.979492 Penalty: 2514.176514
	Iteration 4Q: 3 clusters Score -13218.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13218.979492 Penalty: 2514.176514
	Iteration 5F: 3 clusters Score -13218.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Entering Unmasked Estep 
Score: -5033650.000000 Penalty: 2624.915039
	Iteration 0F: 2 clusters Score -5033650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -5006873.000000 Penalty: 5249.830078
	Iteration 0F: 3 clusters Score -5006873 nChanged 18040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -5016544.500000 Penalty: 5249.830078
	Iteration 1F: 3 clusters Score -5016544 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -5017058.500000 Penalty: 5249.830078
	Iteration 2Q: 3 clusters Score -5017058 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -5017524.000000 Penalty: 5249.830078
	Iteration 3Q: 3 clusters Score -5017524 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -5018009.500000 Penalty: 5249.830078
	Iteration 4Q: 3 clusters Score -5018010 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -5018635.000000 Penalty: 5249.830078
	Iteration 5Q: 3 clusters Score -5018635 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -5019536.500000 Penalty: 5249.830078
	Iteration 6Q: 3 clusters Score -5019536 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -5021017.500000 Penalty: 5249.830078
	Iteration 7F: 3 clusters Score -5021018 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -5023316.500000 Penalty: 5249.830078
	Iteration 8F: 3 clusters Score -5023316 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -5026160.000000 Penalty: 5249.830078
	Iteration 9F: 3 clusters Score -5026160 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -5028695.500000 Penalty: 5249.830078
	Iteration 10F: 3 clusters Score -5028696 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5030182.500000 Penalty: 5249.830078
	Iteration 11Q: 3 clusters Score -5030182 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5030804.500000 Penalty: 5249.830078
	Iteration 12Q: 3 clusters Score -5030804 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5031050.500000 Penalty: 5249.830078
	Iteration 13Q: 3 clusters Score -5031050 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5031169.000000 Penalty: 5249.830078
	Iteration 14Q: 3 clusters Score -5031169 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5031244.000000 Penalty: 5249.830078
	Iteration 15Q: 3 clusters Score -5031244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5031275.500000 Penalty: 5249.830078
	Iteration 16Q: 3 clusters Score -5031276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5031301.500000 Penalty: 5249.830078
	Iteration 17Q: 3 clusters Score -5031302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5031314.000000 Penalty: 5249.830078
	Iteration 18Q: 3 clusters Score -5031314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5031326.000000 Penalty: 5249.830078
	Iteration 19Q: 3 clusters Score -5031326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5031337.000000 Penalty: 5249.830078
	Iteration 20F: 3 clusters Score -5031337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5031345.000000 Penalty: 5249.830078
	Iteration 21Q: 3 clusters Score -5031345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5031351.500000 Penalty: 5249.830078
	Iteration 22Q: 3 clusters Score -5031352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5031363.500000 Penalty: 5249.830078
	Iteration 23Q: 3 clusters Score -5031364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5031364.000000 Penalty: 5249.830078
	Iteration 24Q: 3 clusters Score -5031364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5031369.000000 Penalty: 5249.830078
	Iteration 25Q: 3 clusters Score -5031369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5031368.500000 Penalty: 5249.830078
	Iteration 26Q: 3 clusters Score -5031368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5031374.500000 Penalty: 5249.830078
	Iteration 27Q: 3 clusters Score -5031374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5031391.000000 Penalty: 5249.830078
	Iteration 28Q: 3 clusters Score -5031391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5031398.500000 Penalty: 5249.830078
	Iteration 29Q: 3 clusters Score -5031398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5031398.500000 Penalty: 5249.830078
	Iteration 30Q: 3 clusters Score -5031398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5031398.500000 Penalty: 5249.830078
	Iteration 31F: 3 clusters Score -5031398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 51437 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5340 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 108114 members 
Mstep: Class 9 contains 267663 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 47831 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 65204 members 
Mstep: Class 14 contains 202519 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34565 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 122355 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294648.000000 Penalty: 75182.937500
Iteration 359Q: 23 clusters Score -1.192946e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 51471 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5362 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 108174 members 
Mstep: Class 9 contains 267200 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 47869 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 65287 members 
Mstep: Class 14 contains 202697 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34565 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 122423 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39494 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294344.000000 Penalty: 75182.937500
Iteration 360F: 23 clusters Score -1.192943e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 51489 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5389 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 108220 members 
Mstep: Class 9 contains 266765 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 47901 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 65368 members 
Mstep: Class 14 contains 202893 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 122498 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39473 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294608.000000 Penalty: 75182.937500
Iteration 361Q: 23 clusters Score -1.192946e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 51509 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5414 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 108263 members 
Mstep: Class 9 contains 266370 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 47934 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 65457 members 
Mstep: Class 14 contains 203031 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34541 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 122573 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39447 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294688.000000 Penalty: 75182.937500
Iteration 362Q: 23 clusters Score -1.192947e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 51529 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5437 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 108308 members 
Mstep: Class 9 contains 266029 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 47961 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 65527 members 
Mstep: Class 14 contains 203175 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34539 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 122618 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39415 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294632.000000 Penalty: 75182.937500
Iteration 363Q: 23 clusters Score -1.192946e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 51549 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 108347 members 
Mstep: Class 9 contains 265703 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 47998 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 65578 members 
Mstep: Class 14 contains 203310 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34535 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 122668 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39387 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294336.000000 Penalty: 75182.937500
Iteration 364Q: 23 clusters Score -1.192943e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 51546 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5486 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 108395 members 
Mstep: Class 9 contains 265456 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48024 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 65632 members 
Mstep: Class 14 contains 203374 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34536 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 122723 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39364 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294368.000000 Penalty: 75182.937500
Iteration 365Q: 23 clusters Score -1.192944e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 51548 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5505 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 108446 members 
Mstep: Class 9 contains 265194 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48055 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 65681 members 
Mstep: Class 14 contains 203472 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34530 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 122760 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39346 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294344.000000 Penalty: 75182.937500
Iteration 366Q: 23 clusters Score -1.192943e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 51552 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5520 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 108498 members 
Mstep: Class 9 contains 264969 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48076 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 65708 members 
Mstep: Class 14 contains 203558 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34519 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 122813 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39323 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294056.000000 Penalty: 75182.937500
Iteration 367Q: 23 clusters Score -1.192941e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 51555 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5534 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 108565 members 
Mstep: Class 9 contains 264700 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48109 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 65737 members 
Mstep: Class 14 contains 203655 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34511 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 122866 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39301 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294232.000000 Penalty: 75182.937500
Iteration 368Q: 23 clusters Score -1.192942e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 51564 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5547 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 108638 members 
Mstep: Class 9 contains 264464 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48125 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 65767 members 
Mstep: Class 14 contains 203752 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34499 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 122892 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39284 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119294000.000000 Penalty: 75182.937500
Iteration 369Q: 23 clusters Score -1.19294e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 51579 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5558 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 108715 members 
Mstep: Class 9 contains 264203 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48146 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 65809 members 
Mstep: Class 14 contains 203844 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34488 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 122927 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39262 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119293960.000000 Penalty: 75182.937500
Iteration 370Q: 23 clusters Score -1.19294e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 51588 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5575 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 108788 members 
Mstep: Class 9 contains 263912 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48164 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 65854 members 
Mstep: Class 14 contains 203960 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34473 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 122975 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39242 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119293784.000000 Penalty: 75182.937500
Iteration 371Q: 23 clusters Score -1.192938e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 51597 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5590 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 108844 members 
Mstep: Class 9 contains 263606 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48176 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 65887 members 
Mstep: Class 14 contains 204134 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34458 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 123015 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39220 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119293624.000000 Penalty: 75182.937500
Iteration 372Q: 23 clusters Score -1.192936e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 51614 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 108906 members 
Mstep: Class 9 contains 263278 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48188 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 65928 members 
Mstep: Class 14 contains 204308 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34450 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 123040 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39211 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119293320.000000 Penalty: 75182.937500
Iteration 373Q: 23 clusters Score -1.192933e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 51644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5609 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 108961 members 
Mstep: Class 9 contains 262956 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48192 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 65984 members 
Mstep: Class 14 contains 204460 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34438 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 123092 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39191 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119293152.000000 Penalty: 75182.937500
Iteration 374Q: 23 clusters Score -1.192932e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 51664 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5619 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 109024 members 
Mstep: Class 9 contains 262646 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48202 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 66026 members 
Mstep: Class 14 contains 204597 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34433 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 123143 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39175 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119293096.000000 Penalty: 75182.937500
Iteration 375Q: 23 clusters Score -1.192931e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 51674 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5629 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 109079 members 
Mstep: Class 9 contains 262333 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48222 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 66061 members 
Mstep: Class 14 contains 204746 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34426 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 123189 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39168 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292864.000000 Penalty: 75182.937500
Iteration 376Q: 23 clusters Score -1.192929e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 51673 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5636 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 109143 members 
Mstep: Class 9 contains 262035 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48239 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 66099 members 
Mstep: Class 14 contains 204888 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34424 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 123219 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39171 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292784.000000 Penalty: 75182.937500
Iteration 377Q: 23 clusters Score -1.192928e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 51663 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5642 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 109199 members 
Mstep: Class 9 contains 261760 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48253 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 66146 members 
Mstep: Class 14 contains 205017 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34423 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 123254 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39165 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292856.000000 Penalty: 75182.937500
Iteration 378Q: 23 clusters Score -1.192929e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 51658 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5651 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 109248 members 
Mstep: Class 9 contains 261489 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48260 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 66183 members 
Mstep: Class 14 contains 205140 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34418 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 123307 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39161 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292736.000000 Penalty: 75182.937500
Iteration 379Q: 23 clusters Score -1.192927e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 51656 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5660 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 109315 members 
Mstep: Class 9 contains 261239 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48273 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 66215 members 
Mstep: Class 14 contains 205239 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34408 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 123342 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39165 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292688.000000 Penalty: 75182.937500
Iteration 380F: 23 clusters Score -1.192927e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 51642 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5668 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 109403 members 
Mstep: Class 9 contains 260989 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48297 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 66241 members 
Mstep: Class 14 contains 205294 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34412 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 123398 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39166 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292536.000000 Penalty: 75182.937500
Iteration 381Q: 23 clusters Score -1.192925e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 51636 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5674 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 109518 members 
Mstep: Class 9 contains 260730 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48323 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 66274 members 
Mstep: Class 14 contains 205321 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34418 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 123439 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39175 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292416.000000 Penalty: 75182.937500
Iteration 382Q: 23 clusters Score -1.192924e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 51638 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5680 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 109610 members 
Mstep: Class 9 contains 260445 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48351 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 66308 members 
Mstep: Class 14 contains 205362 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34419 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 123501 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39188 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292352.000000 Penalty: 75182.937500
Iteration 383Q: 23 clusters Score -1.192924e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 51640 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5687 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 109727 members 
Mstep: Class 9 contains 260140 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48380 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 66338 members 
Mstep: Class 14 contains 205401 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34421 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 123579 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39192 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292240.000000 Penalty: 75182.937500
Iteration 384Q: 23 clusters Score -1.192922e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 51649 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 109811 members 
Mstep: Class 9 contains 259820 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48397 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 66366 members 
Mstep: Class 14 contains 205474 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34423 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 123664 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39208 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292320.000000 Penalty: 75182.937500
Iteration 385Q: 23 clusters Score -1.192923e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 51648 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5702 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 109883 members 
Mstep: Class 9 contains 259501 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48412 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 66396 members 
Mstep: Class 14 contains 205567 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34421 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 123737 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39233 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292416.000000 Penalty: 75182.937500
Iteration 386Q: 23 clusters Score -1.192924e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 51649 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1742 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5708 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 109972 members 
Mstep: Class 9 contains 259177 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48437 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 66426 members 
Mstep: Class 14 contains 205657 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34415 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 123815 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39241 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292408.000000 Penalty: 75182.937500
Iteration 387Q: 23 clusters Score -1.192924e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 51650 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1741 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5709 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 110049 members 
Mstep: Class 9 contains 258884 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48462 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66463 members 
Mstep: Class 14 contains 205740 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34415 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 123878 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39249 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292536.000000 Penalty: 75182.937500
Iteration 388Q: 23 clusters Score -1.192925e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 51653 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1741 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5710 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 110165 members 
Mstep: Class 9 contains 258589 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48500 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66491 members 
Mstep: Class 14 contains 205782 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34404 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 123947 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39259 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292528.000000 Penalty: 75182.937500
Iteration 389Q: 23 clusters Score -1.192925e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 51658 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5712 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 110271 members 
Mstep: Class 9 contains 258328 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48536 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66510 members 
Mstep: Class 14 contains 205781 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34401 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 124033 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39271 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292368.000000 Penalty: 75182.937500
Iteration 390Q: 23 clusters Score -1.192924e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 51668 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5715 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 110405 members 
Mstep: Class 9 contains 258063 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48568 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66542 members 
Mstep: Class 14 contains 205741 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34404 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 124116 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39281 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292344.000000 Penalty: 75182.937500
Iteration 391Q: 23 clusters Score -1.192923e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 51672 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5717 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 110519 members 
Mstep: Class 9 contains 257819 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48597 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66561 members 
Mstep: Class 14 contains 205712 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34404 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 124205 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39295 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292328.000000 Penalty: 75182.937500
Iteration 392Q: 23 clusters Score -1.192923e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 51680 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5716 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 110633 members 
Mstep: Class 9 contains 257559 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48614 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66585 members 
Mstep: Class 14 contains 205692 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34401 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 124306 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39316 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292544.000000 Penalty: 75182.937500
Iteration 393Q: 23 clusters Score -1.192925e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 51683 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5719 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 110741 members 
Mstep: Class 9 contains 257316 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48633 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66606 members 
Mstep: Class 14 contains 205676 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34397 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 124405 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39325 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292600.000000 Penalty: 75182.937500
Iteration 394Q: 23 clusters Score -1.192926e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 51692 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5723 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 110837 members 
Mstep: Class 9 contains 257050 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48649 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66625 members 
Mstep: Class 14 contains 205688 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34400 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 124503 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39333 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292616.000000 Penalty: 75182.937500
Iteration 395Q: 23 clusters Score -1.192926e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 51692 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5726 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 110948 members 
Mstep: Class 9 contains 256806 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48676 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66644 members 
Mstep: Class 14 contains 205675 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34392 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 124601 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39340 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292608.000000 Penalty: 75182.937500
Iteration 396Q: 23 clusters Score -1.192926e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 51699 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5728 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 111076 members 
Mstep: Class 9 contains 256546 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48691 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66663 members 
Mstep: Class 14 contains 205662 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34388 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 124706 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39340 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292376.000000 Penalty: 75182.937500
Iteration 397Q: 23 clusters Score -1.192924e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 51701 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5729 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 111196 members 
Mstep: Class 9 contains 256327 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48708 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66676 members 
Mstep: Class 14 contains 205631 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34394 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 124799 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39339 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292248.000000 Penalty: 75182.937500
Iteration 398Q: 23 clusters Score -1.192922e+08 nChanged 687
Entering ConstructFrom: 
Score: -119292248.000000 Penalty: 75182.937500
Entering ConstructFrom: 
Trying to split cluster 1 (11788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Entering Unmasked Estep 
Score: -1400514.750000 Penalty: 2324.959473
	Iteration 0F: 2 clusters Score -1400515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1391718.000000 Penalty: 4649.918945
	Iteration 0F: 3 clusters Score -1391718 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1394392.375000 Penalty: 4649.918945
	Iteration 1F: 3 clusters Score -1394392 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1394811.000000 Penalty: 4649.918945
	Iteration 2F: 3 clusters Score -1394811 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1395098.875000 Penalty: 4649.918945
	Iteration 3F: 3 clusters Score -1395099 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1395316.375000 Penalty: 4649.918945
	Iteration 4Q: 3 clusters Score -1395316 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1395523.000000 Penalty: 4649.918945
	Iteration 5Q: 3 clusters Score -1395523 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1395722.375000 Penalty: 4649.918945
	Iteration 6Q: 3 clusters Score -1395722 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1395970.500000 Penalty: 4649.918945
	Iteration 7Q: 3 clusters Score -1395970 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1396264.625000 Penalty: 4649.918945
	Iteration 8Q: 3 clusters Score -1396265 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1396659.750000 Penalty: 4649.918945
	Iteration 9Q: 3 clusters Score -1396660 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1397202.875000 Penalty: 4649.918945
	Iteration 10Q: 3 clusters Score -1397203 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1397873.625000 Penalty: 4649.918945
	Iteration 11F: 3 clusters Score -1397874 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1398543.625000 Penalty: 4649.918945
	Iteration 12F: 3 clusters Score -1398544 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1399034.750000 Penalty: 4649.918945
	Iteration 13Q: 3 clusters Score -1399035 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1399321.000000 Penalty: 4649.918945
	Iteration 14Q: 3 clusters Score -1399321 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1399497.875000 Penalty: 4649.918945
	Iteration 15Q: 3 clusters Score -1399498 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1399606.875000 Penalty: 4649.918945
	Iteration 16Q: 3 clusters Score -1399607 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1399687.500000 Penalty: 4649.918945
	Iteration 17Q: 3 clusters Score -1399688 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1399739.500000 Penalty: 4649.918945
	Iteration 18Q: 3 clusters Score -1399740 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1399771.250000 Penalty: 4649.918945
	Iteration 19Q: 3 clusters Score -1399771 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1399801.250000 Penalty: 4649.918945
	Iteration 20F: 3 clusters Score -1399801 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1399822.750000 Penalty: 4649.918945
	Iteration 21Q: 3 clusters Score -1399823 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1399840.000000 Penalty: 4649.918945
	Iteration 22Q: 3 clusters Score -1399840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1399849.375000 Penalty: 4649.918945
	Iteration 23Q: 3 clusters Score -1399849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1399859.000000 Penalty: 4649.918945
	Iteration 24Q: 3 clusters Score -1399859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1399861.625000 Penalty: 4649.918945
	Iteration 25Q: 3 clusters Score -1399862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1399867.000000 Penalty: 4649.918945
	Iteration 26Q: 3 clusters Score -1399867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1399868.375000 Penalty: 4649.918945
	Iteration 27Q: 3 clusters Score -1399868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1399871.250000 Penalty: 4649.918945
	Iteration 28Q: 3 clusters Score -1399871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1399871.500000 Penalty: 4649.918945
	Iteration 29Q: 3 clusters Score -1399872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1399872.375000 Penalty: 4649.918945
	Iteration 30Q: 3 clusters Score -1399872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1399873.375000 Penalty: 4649.918945
	Iteration 31Q: 3 clusters Score -1399873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1399872.250000 Penalty: 4649.918945
	Iteration 32Q: 3 clusters Score -1399872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1399874.375000 Penalty: 4649.918945
	Iteration 33Q: 3 clusters Score -1399874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1399878.375000 Penalty: 4649.918945
	Iteration 34Q: 3 clusters Score -1399878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1399877.125000 Penalty: 4649.918945
	Iteration 35Q: 3 clusters Score -1399877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1399878.875000 Penalty: 4649.918945
	Iteration 36Q: 3 clusters Score -1399879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1399877.875000 Penalty: 4649.918945
	Iteration 37Q: 3 clusters Score -1399878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1399878.375000 Penalty: 4649.918945
	Iteration 38Q: 3 clusters Score -1399878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1399879.625000 Penalty: 4649.918945
	Iteration 39Q: 3 clusters Score -1399880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1399880.250000 Penalty: 4649.918945
	Iteration 40F: 3 clusters Score -1399880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1399878.875000 Penalty: 4649.918945
	Iteration 41Q: 3 clusters Score -1399879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1399878.500000 Penalty: 4649.918945
	Iteration 42Q: 3 clusters Score -1399878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1399879.000000 Penalty: 4649.918945
	Iteration 43Q: 3 clusters Score -1399879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1399881.500000 Penalty: 4649.918945
	Iteration 44Q: 3 clusters Score -1399882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1399879.875000 Penalty: 4649.918945
	Iteration 45Q: 3 clusters Score -1399880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1399884.375000 Penalty: 4649.918945
	Iteration 46Q: 3 clusters Score -1399884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1399882.500000 Penalty: 4649.918945
	Iteration 47Q: 3 clusters Score -1399882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1399883.500000 Penalty: 4649.918945
	Iteration 48Q: 3 clusters Score -1399884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1399883.500000 Penalty: 4649.918945
	Iteration 49F: 3 clusters Score -1399884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51715 members 
Entering Unmasked Estep 
Score: -6591305.000000 Penalty: 2691.668701
	Iteration 0F: 2 clusters Score -6591305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -6556315.000000 Penalty: 5383.337402
	Iteration 0F: 3 clusters Score -6556315 nChanged 23855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -6569427.500000 Penalty: 5383.337402
	Iteration 1F: 3 clusters Score -6569428 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -6569915.500000 Penalty: 5383.337402
	Iteration 2Q: 3 clusters Score -6569916 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -6570376.500000 Penalty: 5383.337402
	Iteration 3Q: 3 clusters Score -6570376 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -6570878.000000 Penalty: 5383.337402
	Iteration 4Q: 3 clusters Score -6570878 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -6571394.000000 Penalty: 5383.337402
	Iteration 5Q: 3 clusters Score -6571394 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -6572172.500000 Penalty: 5383.337402
	Iteration 6Q: 3 clusters Score -6572172 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -6573177.500000 Penalty: 5383.337402
	Iteration 7Q: 3 clusters Score -6573178 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -6574516.500000 Penalty: 5383.337402
	Iteration 8F: 3 clusters Score -6574516 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -6576446.000000 Penalty: 5383.337402
	Iteration 9F: 3 clusters Score -6576446 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -6578982.500000 Penalty: 5383.337402
	Iteration 10F: 3 clusters Score -6578982 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -6581452.000000 Penalty: 5383.337402
	Iteration 11F: 3 clusters Score -6581452 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -6583275.000000 Penalty: 5383.337402
	Iteration 12F: 3 clusters Score -6583275 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -6584118.000000 Penalty: 5383.337402
	Iteration 13Q: 3 clusters Score -6584118 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -6584521.000000 Penalty: 5383.337402
	Iteration 14Q: 3 clusters Score -6584521 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -6584771.000000 Penalty: 5383.337402
	Iteration 15Q: 3 clusters Score -6584771 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -6585074.500000 Penalty: 5383.337402
	Iteration 16Q: 3 clusters Score -6585074 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -6585298.000000 Penalty: 5383.337402
	Iteration 17Q: 3 clusters Score -6585298 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -6585537.000000 Penalty: 5383.337402
	Iteration 18Q: 3 clusters Score -6585537 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -6585741.500000 Penalty: 5383.337402
	Iteration 19Q: 3 clusters Score -6585742 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -6585971.000000 Penalty: 5383.337402
	Iteration 20F: 3 clusters Score -6585971 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -6586239.500000 Penalty: 5383.337402
	Iteration 21Q: 3 clusters Score -6586240 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -6586453.000000 Penalty: 5383.337402
	Iteration 22Q: 3 clusters Score -6586453 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -6586673.500000 Penalty: 5383.337402
	Iteration 23Q: 3 clusters Score -6586674 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -6586884.000000 Penalty: 5383.337402
	Iteration 24Q: 3 clusters Score -6586884 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -6587084.000000 Penalty: 5383.337402
	Iteration 25Q: 3 clusters Score -6587084 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -6587327.000000 Penalty: 5383.337402
	Iteration 26Q: 3 clusters Score -6587327 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -6587523.000000 Penalty: 5383.337402
	Iteration 27Q: 3 clusters Score -6587523 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -6587719.500000 Penalty: 5383.337402
	Iteration 28Q: 3 clusters Score -6587720 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -6587908.000000 Penalty: 5383.337402
	Iteration 29Q: 3 clusters Score -6587908 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -6588113.000000 Penalty: 5383.337402
	Iteration 30Q: 3 clusters Score -6588113 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -6588387.500000 Penalty: 5383.337402
	Iteration 31Q: 3 clusters Score -6588388 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -6588573.500000 Penalty: 5383.337402
	Iteration 32Q: 3 clusters Score -6588574 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -6588751.000000 Penalty: 5383.337402
	Iteration 33Q: 3 clusters Score -6588751 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -6588899.500000 Penalty: 5383.337402
	Iteration 34Q: 3 clusters Score -6588900 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -6589075.000000 Penalty: 5383.337402
	Iteration 35Q: 3 clusters Score -6589075 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -6589192.500000 Penalty: 5383.337402
	Iteration 36Q: 3 clusters Score -6589192 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -6589298.500000 Penalty: 5383.337402
	Iteration 37Q: 3 clusters Score -6589298 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -6589443.000000 Penalty: 5383.337402
	Iteration 38Q: 3 clusters Score -6589443 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -6589521.000000 Penalty: 5383.337402
	Iteration 39Q: 3 clusters Score -6589521 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -6589594.000000 Penalty: 5383.337402
	Iteration 40F: 3 clusters Score -6589594 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -6589640.500000 Penalty: 5383.337402
	Iteration 41Q: 3 clusters Score -6589640 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 50504 members 
Entering Unmasked Estep 
Score: -6589688.500000 Penalty: 5383.337402
	Iteration 42Q: 3 clusters Score -6589688 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -6589707.500000 Penalty: 5383.337402
	Iteration 43Q: 3 clusters Score -6589708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -6589730.500000 Penalty: 5383.337402
	Iteration 44Q: 3 clusters Score -6589730 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -6589749.000000 Penalty: 5383.337402
	Iteration 45Q: 3 clusters Score -6589749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -6589772.000000 Penalty: 5383.337402
	Iteration 46Q: 3 clusters Score -6589772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -6589791.000000 Penalty: 5383.337402
	Iteration 47Q: 3 clusters Score -6589791 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -6589797.500000 Penalty: 5383.337402
	Iteration 48Q: 3 clusters Score -6589798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -6589809.500000 Penalty: 5383.337402
	Iteration 49Q: 3 clusters Score -6589810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -6589822.000000 Penalty: 5383.337402
	Iteration 50Q: 3 clusters Score -6589822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -6589831.500000 Penalty: 5383.337402
	Iteration 51Q: 3 clusters Score -6589832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -6589846.000000 Penalty: 5383.337402
	Iteration 52Q: 3 clusters Score -6589846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -6589856.000000 Penalty: 5383.337402
	Iteration 53Q: 3 clusters Score -6589856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -6589864.500000 Penalty: 5383.337402
	Iteration 54Q: 3 clusters Score -6589864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -6589856.500000 Penalty: 5383.337402
	Iteration 55Q: 3 clusters Score -6589856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -6589863.000000 Penalty: 5383.337402
	Iteration 56Q: 3 clusters Score -6589863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 50970 members 
Entering Unmasked Estep 
Score: -6589869.500000 Penalty: 5383.337402
	Iteration 57Q: 3 clusters Score -6589870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -6589874.000000 Penalty: 5383.337402
	Iteration 58Q: 3 clusters Score -6589874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -6589871.500000 Penalty: 5383.337402
	Iteration 59Q: 3 clusters Score -6589872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -6589870.000000 Penalty: 5383.337402
	Iteration 60F: 3 clusters Score -6589870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -68180.476562 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -68180.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66578.046875 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -66578.05 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -67191.609375 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -67191.61 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -67851.250000 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -67851.25 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -68464.546875 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -68464.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -68627.234375 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -68627.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -68718.296875 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -68718.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -68778.257812 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -68778.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -68827.843750 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -68827.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -68878.515625 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -68878.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -68948.312500 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -68948.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -69020.687500 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -69020.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -69031.796875 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -69031.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -69036.843750 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -69036.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -69038.320312 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -69038.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -69038.320312 Penalty: 3263.308594
	Iteration 14F: 3 clusters Score -69038.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 51715 members 
Mstep: Class 3 contains 183 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5729 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 111300 members 
Mstep: Class 9 contains 256127 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48714 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66698 members 
Mstep: Class 14 contains 205581 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34399 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 124893 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39343 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 537 members 
Entering Unmasked Estep 
Score: -119291080.000000 Penalty: 78600.343750
Splitting cluster 3 changes total score from -119292248.000000 to -119291080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -210544.984375 Penalty: 1850.486816
	Iteration 0F: 2 clusters Score -210545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -208065.171875 Penalty: 3700.973633
	Iteration 0F: 3 clusters Score -208065.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -208525.140625 Penalty: 3700.973633
	Iteration 1F: 3 clusters Score -208525.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -208660.562500 Penalty: 3700.973633
	Iteration 2F: 3 clusters Score -208660.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -208744.515625 Penalty: 3700.973633
	Iteration 3F: 3 clusters Score -208744.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -208792.546875 Penalty: 3700.973633
	Iteration 4Q: 3 clusters Score -208792.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -208818.656250 Penalty: 3700.973633
	Iteration 5Q: 3 clusters Score -208818.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -208836.093750 Penalty: 3700.973633
	Iteration 6Q: 3 clusters Score -208836.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -208854.828125 Penalty: 3700.973633
	Iteration 7Q: 3 clusters Score -208854.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -208869.734375 Penalty: 3700.973633
	Iteration 8Q: 3 clusters Score -208869.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -208885.390625 Penalty: 3700.973633
	Iteration 9Q: 3 clusters Score -208885.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -208898.593750 Penalty: 3700.973633
	Iteration 10Q: 3 clusters Score -208898.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -208909.687500 Penalty: 3700.973633
	Iteration 11Q: 3 clusters Score -208909.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -208918.343750 Penalty: 3700.973633
	Iteration 12Q: 3 clusters Score -208918.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -208924.343750 Penalty: 3700.973633
	Iteration 13Q: 3 clusters Score -208924.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -208931.890625 Penalty: 3700.973633
	Iteration 14Q: 3 clusters Score -208931.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -208935.984375 Penalty: 3700.973633
	Iteration 15Q: 3 clusters Score -208936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -208939.359375 Penalty: 3700.973633
	Iteration 16Q: 3 clusters Score -208939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -208946.531250 Penalty: 3700.973633
	Iteration 17Q: 3 clusters Score -208946.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -208948.765625 Penalty: 3700.973633
	Iteration 18Q: 3 clusters Score -208948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -208949.546875 Penalty: 3700.973633
	Iteration 19Q: 3 clusters Score -208949.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -208950.359375 Penalty: 3700.973633
	Iteration 20F: 3 clusters Score -208950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -208951.796875 Penalty: 3700.973633
	Iteration 21Q: 3 clusters Score -208951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -208953.015625 Penalty: 3700.973633
	Iteration 22Q: 3 clusters Score -208953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -208953.796875 Penalty: 3700.973633
	Iteration 23Q: 3 clusters Score -208953.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -208953.796875 Penalty: 3700.973633
	Iteration 24F: 3 clusters Score -208953.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -19696.048828 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -19696.05 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 100 members 
Entering Unmasked Estep 
Score: -18522.839844 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -18522.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18670.707031 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -18670.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18741.431641 Penalty: 2663.836426
	Iteration 2F: 3 clusters Score -18741.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18764.107422 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -18764.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18764.107422 Penalty: 2663.836426
	Iteration 4F: 3 clusters Score -18764.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -688929.875000 Penalty: 2146.017578
	Iteration 0F: 2 clusters Score -688929.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -684110.000000 Penalty: 4292.035156
	Iteration 0F: 3 clusters Score -684110 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -685723.625000 Penalty: 4292.035156
	Iteration 1F: 3 clusters Score -685723.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -686144.687500 Penalty: 4292.035156
	Iteration 2F: 3 clusters Score -686144.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -686461.437500 Penalty: 4292.035156
	Iteration 3F: 3 clusters Score -686461.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -686728.812500 Penalty: 4292.035156
	Iteration 4F: 3 clusters Score -686728.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -686941.375000 Penalty: 4292.035156
	Iteration 5Q: 3 clusters Score -686941.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -687102.000000 Penalty: 4292.035156
	Iteration 6Q: 3 clusters Score -687102 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -687220.375000 Penalty: 4292.035156
	Iteration 7Q: 3 clusters Score -687220.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -687307.812500 Penalty: 4292.035156
	Iteration 8Q: 3 clusters Score -687307.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -687371.937500 Penalty: 4292.035156
	Iteration 9Q: 3 clusters Score -687371.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -687426.687500 Penalty: 4292.035156
	Iteration 10Q: 3 clusters Score -687426.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -687462.875000 Penalty: 4292.035156
	Iteration 11Q: 3 clusters Score -687462.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -687502.062500 Penalty: 4292.035156
	Iteration 12Q: 3 clusters Score -687502.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -687538.437500 Penalty: 4292.035156
	Iteration 13Q: 3 clusters Score -687538.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -687566.375000 Penalty: 4292.035156
	Iteration 14Q: 3 clusters Score -687566.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -687587.437500 Penalty: 4292.035156
	Iteration 15Q: 3 clusters Score -687587.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -687605.062500 Penalty: 4292.035156
	Iteration 16Q: 3 clusters Score -687605.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -687618.687500 Penalty: 4292.035156
	Iteration 17Q: 3 clusters Score -687618.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -687633.375000 Penalty: 4292.035156
	Iteration 18Q: 3 clusters Score -687633.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -687645.875000 Penalty: 4292.035156
	Iteration 19Q: 3 clusters Score -687645.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -687653.312500 Penalty: 4292.035156
	Iteration 20F: 3 clusters Score -687653.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -687656.750000 Penalty: 4292.035156
	Iteration 21Q: 3 clusters Score -687656.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -687658.812500 Penalty: 4292.035156
	Iteration 22Q: 3 clusters Score -687658.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -687664.875000 Penalty: 4292.035156
	Iteration 23Q: 3 clusters Score -687664.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -687667.312500 Penalty: 4292.035156
	Iteration 24Q: 3 clusters Score -687667.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -687668.187500 Penalty: 4292.035156
	Iteration 25Q: 3 clusters Score -687668.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -687667.312500 Penalty: 4292.035156
	Iteration 26Q: 3 clusters Score -687667.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -687670.000000 Penalty: 4292.035156
	Iteration 27Q: 3 clusters Score -687670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -687671.937500 Penalty: 4292.035156
	Iteration 28Q: 3 clusters Score -687671.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -687671.062500 Penalty: 4292.035156
	Iteration 29Q: 3 clusters Score -687671.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -687672.125000 Penalty: 4292.035156
	Iteration 30Q: 3 clusters Score -687672.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -687672.125000 Penalty: 4292.035156
	Iteration 31F: 3 clusters Score -687672.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -57852.964844 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -57852.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56428.460938 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -56428.46 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56692.171875 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -56692.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -56803.500000 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -56803.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56848.378906 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -56848.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56866.328125 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -56866.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56877.117188 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -56877.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -56888.738281 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -56888.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -56898.886719 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -56898.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -56928.636719 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -56928.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -56971.074219 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -56971.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -57016.000000 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -57016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -57054.199219 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -57054.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -57068.761719 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -57068.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -57079.691406 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -57079.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -57085.687500 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -57085.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -57088.406250 Penalty: 3104.752441
	Iteration 15Q: 3 clusters Score -57088.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57090.718750 Penalty: 3104.752441
	Iteration 16Q: 3 clusters Score -57090.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -57093.730469 Penalty: 3104.752441
	Iteration 17Q: 3 clusters Score -57093.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57094.140625 Penalty: 3104.752441
	Iteration 18Q: 3 clusters Score -57094.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -57096.429688 Penalty: 3104.752441
	Iteration 19Q: 3 clusters Score -57096.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57099.007812 Penalty: 3104.752441
	Iteration 20F: 3 clusters Score -57099.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (111300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111300 members 
Entering Unmasked Estep 
Score: -14100482.000000 Penalty: 2881.756104
	Iteration 0F: 2 clusters Score -1.410048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55465 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -14026037.000000 Penalty: 5763.512207
	Iteration 0F: 3 clusters Score -1.402604e+07 nChanged 52800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -14056565.000000 Penalty: 5763.512207
	Iteration 1F: 3 clusters Score -1.405656e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -14057524.000000 Penalty: 5763.512207
	Iteration 2Q: 3 clusters Score -1.405752e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -14058656.000000 Penalty: 5763.512207
	Iteration 3Q: 3 clusters Score -1.405866e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -14060274.000000 Penalty: 5763.512207
	Iteration 4Q: 3 clusters Score -1.406027e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 65830 members 
Entering Unmasked Estep 
Score: -14062528.000000 Penalty: 5763.512207
	Iteration 5Q: 3 clusters Score -1.406253e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -14065945.000000 Penalty: 5763.512207
	Iteration 6Q: 3 clusters Score -1.406594e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 74542 members 
Entering Unmasked Estep 
Score: -14070323.000000 Penalty: 5763.512207
	Iteration 7F: 3 clusters Score -1.407032e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 79800 members 
Entering Unmasked Estep 
Score: -14075452.000000 Penalty: 5763.512207
	Iteration 8F: 3 clusters Score -1.407545e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 84715 members 
Entering Unmasked Estep 
Score: -14080439.000000 Penalty: 5763.512207
	Iteration 9F: 3 clusters Score -1.408044e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 88881 members 
Entering Unmasked Estep 
Score: -14084345.000000 Penalty: 5763.512207
	Iteration 10Q: 3 clusters Score -1.408434e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 92241 members 
Entering Unmasked Estep 
Score: -14087184.000000 Penalty: 5763.512207
	Iteration 11Q: 3 clusters Score -1.408718e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 95033 members 
Entering Unmasked Estep 
Score: -14089178.000000 Penalty: 5763.512207
	Iteration 12Q: 3 clusters Score -1.408918e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 97466 members 
Entering Unmasked Estep 
Score: -14090619.000000 Penalty: 5763.512207
	Iteration 13Q: 3 clusters Score -1.409062e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 99623 members 
Entering Unmasked Estep 
Score: -14091769.000000 Penalty: 5763.512207
	Iteration 14Q: 3 clusters Score -1.409177e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 101579 members 
Entering Unmasked Estep 
Score: -14092921.000000 Penalty: 5763.512207
	Iteration 15Q: 3 clusters Score -1.409292e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 103320 members 
Entering Unmasked Estep 
Score: -14093888.000000 Penalty: 5763.512207
	Iteration 16Q: 3 clusters Score -1.409389e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 104864 members 
Entering Unmasked Estep 
Score: -14094846.000000 Penalty: 5763.512207
	Iteration 17Q: 3 clusters Score -1.409485e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 106178 members 
Entering Unmasked Estep 
Score: -14095597.000000 Penalty: 5763.512207
	Iteration 18Q: 3 clusters Score -1.40956e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 107262 members 
Entering Unmasked Estep 
Score: -14096198.000000 Penalty: 5763.512207
	Iteration 19Q: 3 clusters Score -1.40962e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 108093 members 
Entering Unmasked Estep 
Score: -14096687.000000 Penalty: 5763.512207
	Iteration 20F: 3 clusters Score -1.409669e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 108680 members 
Entering Unmasked Estep 
Score: -14096988.000000 Penalty: 5763.512207
	Iteration 21Q: 3 clusters Score -1.409699e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 109118 members 
Entering Unmasked Estep 
Score: -14097199.000000 Penalty: 5763.512207
	Iteration 22Q: 3 clusters Score -1.40972e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 109441 members 
Entering Unmasked Estep 
Score: -14097347.000000 Penalty: 5763.512207
	Iteration 23Q: 3 clusters Score -1.409735e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 109699 members 
Entering Unmasked Estep 
Score: -14097490.000000 Penalty: 5763.512207
	Iteration 24Q: 3 clusters Score -1.409749e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 109895 members 
Entering Unmasked Estep 
Score: -14097613.000000 Penalty: 5763.512207
	Iteration 25Q: 3 clusters Score -1.409761e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 110055 members 
Entering Unmasked Estep 
Score: -14097718.000000 Penalty: 5763.512207
	Iteration 26Q: 3 clusters Score -1.409772e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 110150 members 
Entering Unmasked Estep 
Score: -14097771.000000 Penalty: 5763.512207
	Iteration 27Q: 3 clusters Score -1.409777e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 110216 members 
Entering Unmasked Estep 
Score: -14097788.000000 Penalty: 5763.512207
	Iteration 28Q: 3 clusters Score -1.409779e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 110258 members 
Entering Unmasked Estep 
Score: -14097849.000000 Penalty: 5763.512207
	Iteration 29Q: 3 clusters Score -1.409785e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 110297 members 
Entering Unmasked Estep 
Score: -14097857.000000 Penalty: 5763.512207
	Iteration 30Q: 3 clusters Score -1.409786e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 110320 members 
Entering Unmasked Estep 
Score: -14097878.000000 Penalty: 5763.512207
	Iteration 31Q: 3 clusters Score -1.409788e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 110352 members 
Entering Unmasked Estep 
Score: -14097887.000000 Penalty: 5763.512207
	Iteration 32Q: 3 clusters Score -1.409789e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 110379 members 
Entering Unmasked Estep 
Score: -14097889.000000 Penalty: 5763.512207
	Iteration 33Q: 3 clusters Score -1.409789e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 110402 members 
Entering Unmasked Estep 
Score: -14097912.000000 Penalty: 5763.512207
	Iteration 34Q: 3 clusters Score -1.409791e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 110429 members 
Entering Unmasked Estep 
Score: -14097936.000000 Penalty: 5763.512207
	Iteration 35Q: 3 clusters Score -1.409794e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 110446 members 
Entering Unmasked Estep 
Score: -14097944.000000 Penalty: 5763.512207
	Iteration 36Q: 3 clusters Score -1.409794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 110464 members 
Entering Unmasked Estep 
Score: -14097966.000000 Penalty: 5763.512207
	Iteration 37Q: 3 clusters Score -1.409797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 110480 members 
Entering Unmasked Estep 
Score: -14097965.000000 Penalty: 5763.512207
	Iteration 38Q: 3 clusters Score -1.409796e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 110495 members 
Entering Unmasked Estep 
Score: -14097983.000000 Penalty: 5763.512207
	Iteration 39Q: 3 clusters Score -1.409798e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 110505 members 
Entering Unmasked Estep 
Score: -14097996.000000 Penalty: 5763.512207
	Iteration 40F: 3 clusters Score -1.4098e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 110517 members 
Entering Unmasked Estep 
Score: -14097985.000000 Penalty: 5763.512207
	Iteration 41Q: 3 clusters Score -1.409798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 110519 members 
Entering Unmasked Estep 
Score: -14097991.000000 Penalty: 5763.512207
	Iteration 42Q: 3 clusters Score -1.409799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 110523 members 
Entering Unmasked Estep 
Score: -14098001.000000 Penalty: 5763.512207
	Iteration 43Q: 3 clusters Score -1.4098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 110532 members 
Entering Unmasked Estep 
Score: -14098012.000000 Penalty: 5763.512207
	Iteration 44Q: 3 clusters Score -1.409801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 110535 members 
Entering Unmasked Estep 
Score: -14098009.000000 Penalty: 5763.512207
	Iteration 45Q: 3 clusters Score -1.409801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 110540 members 
Entering Unmasked Estep 
Score: -14098009.000000 Penalty: 5763.512207
	Iteration 46Q: 3 clusters Score -1.409801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 110542 members 
Entering Unmasked Estep 
Score: -14098004.000000 Penalty: 5763.512207
	Iteration 47Q: 3 clusters Score -1.4098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 110547 members 
Entering Unmasked Estep 
Score: -14098012.000000 Penalty: 5763.512207
	Iteration 48Q: 3 clusters Score -1.409801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 110550 members 
Entering Unmasked Estep 
Score: -14098012.000000 Penalty: 5763.512207
	Iteration 49Q: 3 clusters Score -1.409801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 110552 members 
Entering Unmasked Estep 
Score: -14098016.000000 Penalty: 5763.512207
	Iteration 50Q: 3 clusters Score -1.409802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 110555 members 
Entering Unmasked Estep 
Score: -14098017.000000 Penalty: 5763.512207
	Iteration 51Q: 3 clusters Score -1.409802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 110556 members 
Entering Unmasked Estep 
Score: -14098017.000000 Penalty: 5763.512207
	Iteration 52Q: 3 clusters Score -1.409802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 110558 members 
Entering Unmasked Estep 
Score: -14098010.000000 Penalty: 5763.512207
	Iteration 53Q: 3 clusters Score -1.409801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 110559 members 
Entering Unmasked Estep 
Score: -14098011.000000 Penalty: 5763.512207
	Iteration 54Q: 3 clusters Score -1.409801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 110560 members 
Entering Unmasked Estep 
Score: -14098015.000000 Penalty: 5763.512207
	Iteration 55Q: 3 clusters Score -1.409802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 110562 members 
Entering Unmasked Estep 
Score: -14098016.000000 Penalty: 5763.512207
	Iteration 56Q: 3 clusters Score -1.409802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 110563 members 
Entering Unmasked Estep 
Score: -14098023.000000 Penalty: 5763.512207
	Iteration 57Q: 3 clusters Score -1.409802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 110564 members 
Entering Unmasked Estep 
Score: -14098021.000000 Penalty: 5763.512207
	Iteration 58Q: 3 clusters Score -1.409802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 110565 members 
Entering Unmasked Estep 
Score: -14098024.000000 Penalty: 5763.512207
	Iteration 59Q: 3 clusters Score -1.409802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 110566 members 
Entering Unmasked Estep 
Score: -14098026.000000 Penalty: 5763.512207
	Iteration 60F: 3 clusters Score -1.409803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 110567 members 
Entering Unmasked Estep 
Score: -14098025.000000 Penalty: 5763.512207
	Iteration 61Q: 3 clusters Score -1.409802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 110569 members 
Entering Unmasked Estep 
Score: -14098025.000000 Penalty: 5763.512207
	Iteration 62Q: 3 clusters Score -1.409802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 110571 members 
Entering Unmasked Estep 
Score: -14098027.000000 Penalty: 5763.512207
	Iteration 63Q: 3 clusters Score -1.409803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 110571 members 
Entering Unmasked Estep 
Score: -14098027.000000 Penalty: 5763.512207
	Iteration 64F: 3 clusters Score -1.409803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (256127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256127 members 
Entering Unmasked Estep 
Score: -32138248.000000 Penalty: 3088.450195
	Iteration 0F: 2 clusters Score -3.213825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128073 members 
Mstep: Class 2 contains 128054 members 
Entering Unmasked Estep 
Score: -31978276.000000 Penalty: 6176.900391
	Iteration 0F: 3 clusters Score -3.197828e+07 nChanged 123658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127831 members 
Mstep: Class 2 contains 128296 members 
Entering Unmasked Estep 
Score: -32050378.000000 Penalty: 6176.900391
	Iteration 1F: 3 clusters Score -3.205038e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128134 members 
Mstep: Class 2 contains 127993 members 
Entering Unmasked Estep 
Score: -32051538.000000 Penalty: 6176.900391
	Iteration 2Q: 3 clusters Score -3.205154e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128658 members 
Mstep: Class 2 contains 127469 members 
Entering Unmasked Estep 
Score: -32052816.000000 Penalty: 6176.900391
	Iteration 3Q: 3 clusters Score -3.205282e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129467 members 
Mstep: Class 2 contains 126660 members 
Entering Unmasked Estep 
Score: -32054012.000000 Penalty: 6176.900391
	Iteration 4Q: 3 clusters Score -3.205401e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130738 members 
Mstep: Class 2 contains 125389 members 
Entering Unmasked Estep 
Score: -32055842.000000 Penalty: 6176.900391
	Iteration 5Q: 3 clusters Score -3.205584e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132620 members 
Mstep: Class 2 contains 123507 members 
Entering Unmasked Estep 
Score: -32059026.000000 Penalty: 6176.900391
	Iteration 6Q: 3 clusters Score -3.205903e+07 nChanged 10430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135466 members 
Mstep: Class 2 contains 120661 members 
Entering Unmasked Estep 
Score: -32063962.000000 Penalty: 6176.900391
	Iteration 7Q: 3 clusters Score -3.206396e+07 nChanged 13380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139096 members 
Mstep: Class 2 contains 117031 members 
Entering Unmasked Estep 
Score: -32073060.000000 Penalty: 6176.900391
	Iteration 8F: 3 clusters Score -3.207306e+07 nChanged 16464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143086 members 
Mstep: Class 2 contains 113041 members 
Entering Unmasked Estep 
Score: -32086078.000000 Penalty: 6176.900391
	Iteration 9F: 3 clusters Score -3.208608e+07 nChanged 16787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146209 members 
Mstep: Class 2 contains 109918 members 
Entering Unmasked Estep 
Score: -32096874.000000 Penalty: 6176.900391
	Iteration 10F: 3 clusters Score -3.209687e+07 nChanged 11962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148469 members 
Mstep: Class 2 contains 107658 members 
Entering Unmasked Estep 
Score: -32101428.000000 Penalty: 6176.900391
	Iteration 11Q: 3 clusters Score -3.210143e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150496 members 
Mstep: Class 2 contains 105631 members 
Entering Unmasked Estep 
Score: -32102722.000000 Penalty: 6176.900391
	Iteration 12Q: 3 clusters Score -3.210272e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152599 members 
Mstep: Class 2 contains 103528 members 
Entering Unmasked Estep 
Score: -32103264.000000 Penalty: 6176.900391
	Iteration 13Q: 3 clusters Score -3.210326e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154854 members 
Mstep: Class 2 contains 101273 members 
Entering Unmasked Estep 
Score: -32103814.000000 Penalty: 6176.900391
	Iteration 14Q: 3 clusters Score -3.210381e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157279 members 
Mstep: Class 2 contains 98848 members 
Entering Unmasked Estep 
Score: -32104184.000000 Penalty: 6176.900391
	Iteration 15Q: 3 clusters Score -3.210418e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159934 members 
Mstep: Class 2 contains 96193 members 
Entering Unmasked Estep 
Score: -32104750.000000 Penalty: 6176.900391
	Iteration 16Q: 3 clusters Score -3.210475e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162935 members 
Mstep: Class 2 contains 93192 members 
Entering Unmasked Estep 
Score: -32105334.000000 Penalty: 6176.900391
	Iteration 17Q: 3 clusters Score -3.210533e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166284 members 
Mstep: Class 2 contains 89843 members 
Entering Unmasked Estep 
Score: -32106204.000000 Penalty: 6176.900391
	Iteration 18Q: 3 clusters Score -3.21062e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170020 members 
Mstep: Class 2 contains 86107 members 
Entering Unmasked Estep 
Score: -32107044.000000 Penalty: 6176.900391
	Iteration 19Q: 3 clusters Score -3.210704e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174409 members 
Mstep: Class 2 contains 81718 members 
Entering Unmasked Estep 
Score: -32108022.000000 Penalty: 6176.900391
	Iteration 20F: 3 clusters Score -3.210802e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179547 members 
Mstep: Class 2 contains 76580 members 
Entering Unmasked Estep 
Score: -32109178.000000 Penalty: 6176.900391
	Iteration 21Q: 3 clusters Score -3.210918e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185468 members 
Mstep: Class 2 contains 70659 members 
Entering Unmasked Estep 
Score: -32110740.000000 Penalty: 6176.900391
	Iteration 22Q: 3 clusters Score -3.211074e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192145 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -32112350.000000 Penalty: 6176.900391
	Iteration 23Q: 3 clusters Score -3.211235e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199246 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -32114454.000000 Penalty: 6176.900391
	Iteration 24Q: 3 clusters Score -3.211445e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206803 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -32116660.000000 Penalty: 6176.900391
	Iteration 25Q: 3 clusters Score -3.211666e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214568 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -32119204.000000 Penalty: 6176.900391
	Iteration 26Q: 3 clusters Score -3.21192e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222096 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -32121944.000000 Penalty: 6176.900391
	Iteration 27Q: 3 clusters Score -3.212194e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229066 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -32124448.000000 Penalty: 6176.900391
	Iteration 28Q: 3 clusters Score -3.212445e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235018 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -32126854.000000 Penalty: 6176.900391
	Iteration 29Q: 3 clusters Score -3.212685e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240072 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -32129014.000000 Penalty: 6176.900391
	Iteration 30Q: 3 clusters Score -3.212901e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244095 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -32130590.000000 Penalty: 6176.900391
	Iteration 31Q: 3 clusters Score -3.213059e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247157 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -32131914.000000 Penalty: 6176.900391
	Iteration 32Q: 3 clusters Score -3.213191e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249390 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -32132902.000000 Penalty: 6176.900391
	Iteration 33Q: 3 clusters Score -3.21329e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251052 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -32133908.000000 Penalty: 6176.900391
	Iteration 34Q: 3 clusters Score -3.213391e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252282 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -32134380.000000 Penalty: 6176.900391
	Iteration 35Q: 3 clusters Score -3.213438e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253168 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -32134764.000000 Penalty: 6176.900391
	Iteration 36Q: 3 clusters Score -3.213476e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253777 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -32135152.000000 Penalty: 6176.900391
	Iteration 37Q: 3 clusters Score -3.213515e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254201 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -32135342.000000 Penalty: 6176.900391
	Iteration 38Q: 3 clusters Score -3.213534e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254497 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -32135416.000000 Penalty: 6176.900391
	Iteration 39Q: 3 clusters Score -3.213542e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254711 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -32135696.000000 Penalty: 6176.900391
	Iteration 40F: 3 clusters Score -3.21357e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254927 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -32135784.000000 Penalty: 6176.900391
	Iteration 41Q: 3 clusters Score -3.213578e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255067 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -32135834.000000 Penalty: 6176.900391
	Iteration 42Q: 3 clusters Score -3.213583e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255170 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -32135850.000000 Penalty: 6176.900391
	Iteration 43Q: 3 clusters Score -3.213585e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255240 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -32135872.000000 Penalty: 6176.900391
	Iteration 44Q: 3 clusters Score -3.213587e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255282 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -32135866.000000 Penalty: 6176.900391
	Iteration 45Q: 3 clusters Score -3.213587e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255307 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -32135858.000000 Penalty: 6176.900391
	Iteration 46Q: 3 clusters Score -3.213586e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255332 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -32135872.000000 Penalty: 6176.900391
	Iteration 47Q: 3 clusters Score -3.213587e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255359 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -32135854.000000 Penalty: 6176.900391
	Iteration 48Q: 3 clusters Score -3.213585e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255386 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -32135852.000000 Penalty: 6176.900391
	Iteration 49Q: 3 clusters Score -3.213585e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255405 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -32135882.000000 Penalty: 6176.900391
	Iteration 50Q: 3 clusters Score -3.213588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255421 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -32135884.000000 Penalty: 6176.900391
	Iteration 51Q: 3 clusters Score -3.213588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255429 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -32135882.000000 Penalty: 6176.900391
	Iteration 52Q: 3 clusters Score -3.213588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255434 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -32135876.000000 Penalty: 6176.900391
	Iteration 53Q: 3 clusters Score -3.213588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255435 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -32135886.000000 Penalty: 6176.900391
	Iteration 54Q: 3 clusters Score -3.213589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255437 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -32135890.000000 Penalty: 6176.900391
	Iteration 55Q: 3 clusters Score -3.213589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255440 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -32135874.000000 Penalty: 6176.900391
	Iteration 56Q: 3 clusters Score -3.213587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255442 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -32135876.000000 Penalty: 6176.900391
	Iteration 57Q: 3 clusters Score -3.213588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255444 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -32135870.000000 Penalty: 6176.900391
	Iteration 58Q: 3 clusters Score -3.213587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255447 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -32135880.000000 Penalty: 6176.900391
	Iteration 59Q: 3 clusters Score -3.213588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255451 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -32135866.000000 Penalty: 6176.900391
	Iteration 60F: 3 clusters Score -3.213587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255457 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -32135872.000000 Penalty: 6176.900391
	Iteration 61Q: 3 clusters Score -3.213587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255462 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -32135870.000000 Penalty: 6176.900391
	Iteration 62Q: 3 clusters Score -3.213587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255464 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -32135870.000000 Penalty: 6176.900391
	Iteration 63Q: 3 clusters Score -3.213587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255466 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -32135876.000000 Penalty: 6176.900391
	Iteration 64Q: 3 clusters Score -3.213588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255469 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -32135880.000000 Penalty: 6176.900391
	Iteration 65Q: 3 clusters Score -3.213588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255471 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -32135870.000000 Penalty: 6176.900391
	Iteration 66Q: 3 clusters Score -3.213587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255474 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -32135866.000000 Penalty: 6176.900391
	Iteration 67Q: 3 clusters Score -3.213587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255477 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -32135872.000000 Penalty: 6176.900391
	Iteration 68Q: 3 clusters Score -3.213587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255482 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -32135872.000000 Penalty: 6176.900391
	Iteration 69Q: 3 clusters Score -3.213587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255484 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -32135878.000000 Penalty: 6176.900391
	Iteration 70Q: 3 clusters Score -3.213588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255489 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -32135874.000000 Penalty: 6176.900391
	Iteration 71Q: 3 clusters Score -3.213587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255494 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -32135858.000000 Penalty: 6176.900391
	Iteration 72Q: 3 clusters Score -3.213586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255497 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -32135866.000000 Penalty: 6176.900391
	Iteration 73Q: 3 clusters Score -3.213587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255500 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -32135870.000000 Penalty: 6176.900391
	Iteration 74Q: 3 clusters Score -3.213587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255502 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -32135862.000000 Penalty: 6176.900391
	Iteration 75Q: 3 clusters Score -3.213586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255504 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -32135860.000000 Penalty: 6176.900391
	Iteration 76Q: 3 clusters Score -3.213586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255504 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -32135860.000000 Penalty: 6176.900391
	Iteration 77F: 3 clusters Score -3.213586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -50012.171875 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -50012.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48476.992188 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -48476.99 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48685.886719 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -48685.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48823.753906 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -48823.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48903.238281 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -48903.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48981.746094 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -48981.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49057.941406 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -49057.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49145.687500 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -49145.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49288.261719 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -49288.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49370.480469 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -49370.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -49591.000000 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -49591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49800.972656 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -49800.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -49956.472656 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -49956.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -50095.953125 Penalty: 3063.229980
	Iteration 12Q: 3 clusters Score -50095.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -50139.847656 Penalty: 3063.229980
	Iteration 13Q: 3 clusters Score -50139.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -50156.914062 Penalty: 3063.229980
	Iteration 14Q: 3 clusters Score -50156.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50168.015625 Penalty: 3063.229980
	Iteration 15Q: 3 clusters Score -50168.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50174.457031 Penalty: 3063.229980
	Iteration 16Q: 3 clusters Score -50174.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50174.457031 Penalty: 3063.229980
	Iteration 17F: 3 clusters Score -50174.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 51715 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5729 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 111300 members 
Mstep: Class 9 contains 256127 members 
Mstep: Class 10 contains 189 members 
Mstep: Class 11 contains 48714 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66698 members 
Mstep: Class 14 contains 205581 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34399 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 124893 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39343 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 292 members 
Entering Unmasked Estep 
Score: -119290376.000000 Penalty: 78600.343750
Splitting cluster 10 changes total score from -119292248.000000 to -119290376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (48714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Entering Unmasked Estep 
Score: -6191796.000000 Penalty: 2676.843018
	Iteration 0F: 2 clusters Score -6191796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -6159021.000000 Penalty: 5353.686035
	Iteration 0F: 3 clusters Score -6159021 nChanged 22295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -6171134.500000 Penalty: 5353.686035
	Iteration 1F: 3 clusters Score -6171134 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -6171621.000000 Penalty: 5353.686035
	Iteration 2Q: 3 clusters Score -6171621 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -6172136.000000 Penalty: 5353.686035
	Iteration 3Q: 3 clusters Score -6172136 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -6172674.500000 Penalty: 5353.686035
	Iteration 4Q: 3 clusters Score -6172674 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -6173349.500000 Penalty: 5353.686035
	Iteration 5Q: 3 clusters Score -6173350 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -6174367.500000 Penalty: 5353.686035
	Iteration 6Q: 3 clusters Score -6174368 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -6175931.500000 Penalty: 5353.686035
	Iteration 7F: 3 clusters Score -6175932 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -6178453.000000 Penalty: 5353.686035
	Iteration 8F: 3 clusters Score -6178453 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -6182007.000000 Penalty: 5353.686035
	Iteration 9F: 3 clusters Score -6182007 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -6185735.500000 Penalty: 5353.686035
	Iteration 10F: 3 clusters Score -6185736 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -6188098.500000 Penalty: 5353.686035
	Iteration 11Q: 3 clusters Score -6188098 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -6188955.500000 Penalty: 5353.686035
	Iteration 12Q: 3 clusters Score -6188956 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -6189244.500000 Penalty: 5353.686035
	Iteration 13Q: 3 clusters Score -6189244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -6189360.000000 Penalty: 5353.686035
	Iteration 14Q: 3 clusters Score -6189360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -6189432.000000 Penalty: 5353.686035
	Iteration 15Q: 3 clusters Score -6189432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -6189467.000000 Penalty: 5353.686035
	Iteration 16Q: 3 clusters Score -6189467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -6189497.500000 Penalty: 5353.686035
	Iteration 17Q: 3 clusters Score -6189498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -6189504.000000 Penalty: 5353.686035
	Iteration 18Q: 3 clusters Score -6189504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -6189516.500000 Penalty: 5353.686035
	Iteration 19Q: 3 clusters Score -6189516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -6189525.500000 Penalty: 5353.686035
	Iteration 20F: 3 clusters Score -6189526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -6189521.500000 Penalty: 5353.686035
	Iteration 21Q: 3 clusters Score -6189522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -6189531.000000 Penalty: 5353.686035
	Iteration 22Q: 3 clusters Score -6189531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -6189531.000000 Penalty: 5353.686035
	Iteration 23Q: 3 clusters Score -6189531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -6189540.500000 Penalty: 5353.686035
	Iteration 24Q: 3 clusters Score -6189540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -6189540.500000 Penalty: 5353.686035
	Iteration 25Q: 3 clusters Score -6189540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -6189540.500000 Penalty: 5353.686035
	Iteration 26F: 3 clusters Score -6189540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Entering Unmasked Estep 
Score: -127049.015625 Penalty: 1725.695190
	Iteration 0F: 2 clusters Score -127049 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 523 members 
Entering Unmasked Estep 
Score: -125073.757812 Penalty: 3451.390381
	Iteration 0F: 3 clusters Score -125073.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -125346.476562 Penalty: 3451.390381
	Iteration 1F: 3 clusters Score -125346.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -125425.250000 Penalty: 3451.390381
	Iteration 2F: 3 clusters Score -125425.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -125461.203125 Penalty: 3451.390381
	Iteration 3Q: 3 clusters Score -125461.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -125479.031250 Penalty: 3451.390381
	Iteration 4Q: 3 clusters Score -125479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -125496.281250 Penalty: 3451.390381
	Iteration 5Q: 3 clusters Score -125496.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -125507.375000 Penalty: 3451.390381
	Iteration 6Q: 3 clusters Score -125507.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -125509.039062 Penalty: 3451.390381
	Iteration 7Q: 3 clusters Score -125509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -125509.039062 Penalty: 3451.390381
	Iteration 8F: 3 clusters Score -125509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66698 members 
Entering Unmasked Estep 
Score: -8179152.500000 Penalty: 2754.766602
	Iteration 0F: 2 clusters Score -8179152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -8134510.000000 Penalty: 5509.533203
	Iteration 0F: 3 clusters Score -8134510 nChanged 31123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -8152311.500000 Penalty: 5509.533203
	Iteration 1F: 3 clusters Score -8152312 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -8153153.500000 Penalty: 5509.533203
	Iteration 2Q: 3 clusters Score -8153154 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -8154322.500000 Penalty: 5509.533203
	Iteration 3Q: 3 clusters Score -8154322 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -8156079.000000 Penalty: 5509.533203
	Iteration 4F: 3 clusters Score -8156079 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -8158856.500000 Penalty: 5509.533203
	Iteration 5F: 3 clusters Score -8158856 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -8162610.500000 Penalty: 5509.533203
	Iteration 6F: 3 clusters Score -8162610 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56701 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -8166929.500000 Penalty: 5509.533203
	Iteration 7F: 3 clusters Score -8166930 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61008 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -8170954.500000 Penalty: 5509.533203
	Iteration 8F: 3 clusters Score -8170954 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -8174157.500000 Penalty: 5509.533203
	Iteration 9Q: 3 clusters Score -8174158 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65626 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8176057.500000 Penalty: 5509.533203
	Iteration 10Q: 3 clusters Score -8176058 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8176753.500000 Penalty: 5509.533203
	Iteration 11Q: 3 clusters Score -8176754 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8176938.000000 Penalty: 5509.533203
	Iteration 12Q: 3 clusters Score -8176938 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8177003.500000 Penalty: 5509.533203
	Iteration 13Q: 3 clusters Score -8177004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66446 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8177061.000000 Penalty: 5509.533203
	Iteration 14Q: 3 clusters Score -8177061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66451 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8177080.000000 Penalty: 5509.533203
	Iteration 15Q: 3 clusters Score -8177080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66457 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8177082.000000 Penalty: 5509.533203
	Iteration 16Q: 3 clusters Score -8177082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66460 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8177088.500000 Penalty: 5509.533203
	Iteration 17Q: 3 clusters Score -8177088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66462 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8177107.500000 Penalty: 5509.533203
	Iteration 18Q: 3 clusters Score -8177108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66462 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8177108.500000 Penalty: 5509.533203
	Iteration 19Q: 3 clusters Score -8177108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66463 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8177109.000000 Penalty: 5509.533203
	Iteration 20F: 3 clusters Score -8177109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66462 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8177117.000000 Penalty: 5509.533203
	Iteration 21Q: 3 clusters Score -8177117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66463 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8177121.500000 Penalty: 5509.533203
	Iteration 22Q: 3 clusters Score -8177122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66463 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8177134.500000 Penalty: 5509.533203
	Iteration 23Q: 3 clusters Score -8177134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66461 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8177130.500000 Penalty: 5509.533203
	Iteration 24Q: 3 clusters Score -8177130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66461 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8177130.500000 Penalty: 5509.533203
	Iteration 25F: 3 clusters Score -8177130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (205581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205581 members 
Entering Unmasked Estep 
Score: -25864924.000000 Penalty: 3033.931885
	Iteration 0F: 2 clusters Score -2.586492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102841 members 
Mstep: Class 2 contains 102740 members 
Entering Unmasked Estep 
Score: -25729918.000000 Penalty: 6067.863770
	Iteration 0F: 3 clusters Score -2.572992e+07 nChanged 99220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101557 members 
Mstep: Class 2 contains 104024 members 
Entering Unmasked Estep 
Score: -25787978.000000 Penalty: 6067.863770
	Iteration 1F: 3 clusters Score -2.578798e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101359 members 
Mstep: Class 2 contains 104222 members 
Entering Unmasked Estep 
Score: -25789008.000000 Penalty: 6067.863770
	Iteration 2Q: 3 clusters Score -2.578901e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101161 members 
Mstep: Class 2 contains 104420 members 
Entering Unmasked Estep 
Score: -25790444.000000 Penalty: 6067.863770
	Iteration 3Q: 3 clusters Score -2.579044e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100986 members 
Mstep: Class 2 contains 104595 members 
Entering Unmasked Estep 
Score: -25792240.000000 Penalty: 6067.863770
	Iteration 4Q: 3 clusters Score -2.579224e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100907 members 
Mstep: Class 2 contains 104674 members 
Entering Unmasked Estep 
Score: -25794404.000000 Penalty: 6067.863770
	Iteration 5Q: 3 clusters Score -2.57944e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101039 members 
Mstep: Class 2 contains 104542 members 
Entering Unmasked Estep 
Score: -25797438.000000 Penalty: 6067.863770
	Iteration 6Q: 3 clusters Score -2.579744e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101811 members 
Mstep: Class 2 contains 103770 members 
Entering Unmasked Estep 
Score: -25801678.000000 Penalty: 6067.863770
	Iteration 7Q: 3 clusters Score -2.580168e+07 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103283 members 
Mstep: Class 2 contains 102298 members 
Entering Unmasked Estep 
Score: -25807912.000000 Penalty: 6067.863770
	Iteration 8F: 3 clusters Score -2.580791e+07 nChanged 12896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105569 members 
Mstep: Class 2 contains 100012 members 
Entering Unmasked Estep 
Score: -25817198.000000 Penalty: 6067.863770
	Iteration 9F: 3 clusters Score -2.58172e+07 nChanged 14150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108123 members 
Mstep: Class 2 contains 97458 members 
Entering Unmasked Estep 
Score: -25827776.000000 Penalty: 6067.863770
	Iteration 10F: 3 clusters Score -2.582778e+07 nChanged 12424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110191 members 
Mstep: Class 2 contains 95390 members 
Entering Unmasked Estep 
Score: -25834560.000000 Penalty: 6067.863770
	Iteration 11F: 3 clusters Score -2.583456e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111698 members 
Mstep: Class 2 contains 93883 members 
Entering Unmasked Estep 
Score: -25837608.000000 Penalty: 6067.863770
	Iteration 12Q: 3 clusters Score -2.583761e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113176 members 
Mstep: Class 2 contains 92405 members 
Entering Unmasked Estep 
Score: -25839004.000000 Penalty: 6067.863770
	Iteration 13Q: 3 clusters Score -2.5839e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114702 members 
Mstep: Class 2 contains 90879 members 
Entering Unmasked Estep 
Score: -25839962.000000 Penalty: 6067.863770
	Iteration 14Q: 3 clusters Score -2.583996e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116251 members 
Mstep: Class 2 contains 89330 members 
Entering Unmasked Estep 
Score: -25840764.000000 Penalty: 6067.863770
	Iteration 15Q: 3 clusters Score -2.584076e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117779 members 
Mstep: Class 2 contains 87802 members 
Entering Unmasked Estep 
Score: -25841566.000000 Penalty: 6067.863770
	Iteration 16Q: 3 clusters Score -2.584157e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119445 members 
Mstep: Class 2 contains 86136 members 
Entering Unmasked Estep 
Score: -25842388.000000 Penalty: 6067.863770
	Iteration 17Q: 3 clusters Score -2.584239e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121141 members 
Mstep: Class 2 contains 84440 members 
Entering Unmasked Estep 
Score: -25843268.000000 Penalty: 6067.863770
	Iteration 18Q: 3 clusters Score -2.584327e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122961 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -25844086.000000 Penalty: 6067.863770
	Iteration 19Q: 3 clusters Score -2.584409e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124767 members 
Mstep: Class 2 contains 80814 members 
Entering Unmasked Estep 
Score: -25844876.000000 Penalty: 6067.863770
	Iteration 20F: 3 clusters Score -2.584488e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126582 members 
Mstep: Class 2 contains 78999 members 
Entering Unmasked Estep 
Score: -25845712.000000 Penalty: 6067.863770
	Iteration 21Q: 3 clusters Score -2.584571e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128411 members 
Mstep: Class 2 contains 77170 members 
Entering Unmasked Estep 
Score: -25846462.000000 Penalty: 6067.863770
	Iteration 22Q: 3 clusters Score -2.584646e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130180 members 
Mstep: Class 2 contains 75401 members 
Entering Unmasked Estep 
Score: -25847140.000000 Penalty: 6067.863770
	Iteration 23Q: 3 clusters Score -2.584714e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132043 members 
Mstep: Class 2 contains 73538 members 
Entering Unmasked Estep 
Score: -25847858.000000 Penalty: 6067.863770
	Iteration 24Q: 3 clusters Score -2.584786e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133862 members 
Mstep: Class 2 contains 71719 members 
Entering Unmasked Estep 
Score: -25848466.000000 Penalty: 6067.863770
	Iteration 25Q: 3 clusters Score -2.584847e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135712 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -25849064.000000 Penalty: 6067.863770
	Iteration 26Q: 3 clusters Score -2.584906e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137566 members 
Mstep: Class 2 contains 68015 members 
Entering Unmasked Estep 
Score: -25849480.000000 Penalty: 6067.863770
	Iteration 27Q: 3 clusters Score -2.584948e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139328 members 
Mstep: Class 2 contains 66253 members 
Entering Unmasked Estep 
Score: -25849942.000000 Penalty: 6067.863770
	Iteration 28Q: 3 clusters Score -2.584994e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141119 members 
Mstep: Class 2 contains 64462 members 
Entering Unmasked Estep 
Score: -25850328.000000 Penalty: 6067.863770
	Iteration 29Q: 3 clusters Score -2.585033e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142899 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
Score: -25850712.000000 Penalty: 6067.863770
	Iteration 30Q: 3 clusters Score -2.585071e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144690 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -25851126.000000 Penalty: 6067.863770
	Iteration 31Q: 3 clusters Score -2.585113e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146517 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -25851444.000000 Penalty: 6067.863770
	Iteration 32Q: 3 clusters Score -2.585144e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148414 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -25851804.000000 Penalty: 6067.863770
	Iteration 33Q: 3 clusters Score -2.58518e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150359 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -25852142.000000 Penalty: 6067.863770
	Iteration 34Q: 3 clusters Score -2.585214e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152348 members 
Mstep: Class 2 contains 53233 members 
Entering Unmasked Estep 
Score: -25852480.000000 Penalty: 6067.863770
	Iteration 35Q: 3 clusters Score -2.585248e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154406 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -25852952.000000 Penalty: 6067.863770
	Iteration 36Q: 3 clusters Score -2.585295e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156567 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -25853434.000000 Penalty: 6067.863770
	Iteration 37Q: 3 clusters Score -2.585343e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158853 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -25853908.000000 Penalty: 6067.863770
	Iteration 38Q: 3 clusters Score -2.585391e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161243 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -25854374.000000 Penalty: 6067.863770
	Iteration 39Q: 3 clusters Score -2.585437e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163652 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -25854862.000000 Penalty: 6067.863770
	Iteration 40F: 3 clusters Score -2.585486e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166073 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -25855272.000000 Penalty: 6067.863770
	Iteration 41Q: 3 clusters Score -2.585527e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168612 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -25855960.000000 Penalty: 6067.863770
	Iteration 42Q: 3 clusters Score -2.585596e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171202 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -25856602.000000 Penalty: 6067.863770
	Iteration 43Q: 3 clusters Score -2.58566e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173840 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -25857272.000000 Penalty: 6067.863770
	Iteration 44Q: 3 clusters Score -2.585727e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176359 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -25857622.000000 Penalty: 6067.863770
	Iteration 45Q: 3 clusters Score -2.585762e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178894 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -25858024.000000 Penalty: 6067.863770
	Iteration 46Q: 3 clusters Score -2.585802e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181434 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -25858518.000000 Penalty: 6067.863770
	Iteration 47Q: 3 clusters Score -2.585852e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183784 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -25858944.000000 Penalty: 6067.863770
	Iteration 48Q: 3 clusters Score -2.585894e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186068 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -25859524.000000 Penalty: 6067.863770
	Iteration 49Q: 3 clusters Score -2.585952e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188267 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -25859880.000000 Penalty: 6067.863770
	Iteration 50Q: 3 clusters Score -2.585988e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190279 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -25860418.000000 Penalty: 6067.863770
	Iteration 51Q: 3 clusters Score -2.586042e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192095 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -25860850.000000 Penalty: 6067.863770
	Iteration 52Q: 3 clusters Score -2.586085e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193681 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -25861310.000000 Penalty: 6067.863770
	Iteration 53Q: 3 clusters Score -2.586131e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195090 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -25861678.000000 Penalty: 6067.863770
	Iteration 54Q: 3 clusters Score -2.586168e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196340 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -25862104.000000 Penalty: 6067.863770
	Iteration 55Q: 3 clusters Score -2.58621e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197356 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -25862260.000000 Penalty: 6067.863770
	Iteration 56Q: 3 clusters Score -2.586226e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198244 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -25862488.000000 Penalty: 6067.863770
	Iteration 57Q: 3 clusters Score -2.586249e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199022 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -25862588.000000 Penalty: 6067.863770
	Iteration 58Q: 3 clusters Score -2.586259e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199666 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -25862784.000000 Penalty: 6067.863770
	Iteration 59Q: 3 clusters Score -2.586278e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200183 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -25862846.000000 Penalty: 6067.863770
	Iteration 60F: 3 clusters Score -2.586285e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200672 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -25862898.000000 Penalty: 6067.863770
	Iteration 61Q: 3 clusters Score -2.58629e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201072 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -25862838.000000 Penalty: 6067.863770
	Iteration 62Q: 3 clusters Score -2.586284e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201418 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -25862900.000000 Penalty: 6067.863770
	Iteration 63Q: 3 clusters Score -2.58629e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201700 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -25862862.000000 Penalty: 6067.863770
	Iteration 64Q: 3 clusters Score -2.586286e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201956 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -25862904.000000 Penalty: 6067.863770
	Iteration 65Q: 3 clusters Score -2.58629e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202157 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -25862972.000000 Penalty: 6067.863770
	Iteration 66Q: 3 clusters Score -2.586297e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202338 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -25863010.000000 Penalty: 6067.863770
	Iteration 67Q: 3 clusters Score -2.586301e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202505 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -25863040.000000 Penalty: 6067.863770
	Iteration 68Q: 3 clusters Score -2.586304e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202635 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -25863074.000000 Penalty: 6067.863770
	Iteration 69Q: 3 clusters Score -2.586307e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202754 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -25863076.000000 Penalty: 6067.863770
	Iteration 70Q: 3 clusters Score -2.586308e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202869 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -25863074.000000 Penalty: 6067.863770
	Iteration 71Q: 3 clusters Score -2.586307e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202968 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -25863072.000000 Penalty: 6067.863770
	Iteration 72Q: 3 clusters Score -2.586307e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203059 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -25863102.000000 Penalty: 6067.863770
	Iteration 73Q: 3 clusters Score -2.58631e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203142 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -25863098.000000 Penalty: 6067.863770
	Iteration 74Q: 3 clusters Score -2.58631e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203215 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -25863130.000000 Penalty: 6067.863770
	Iteration 75Q: 3 clusters Score -2.586313e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203269 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -25863110.000000 Penalty: 6067.863770
	Iteration 76Q: 3 clusters Score -2.586311e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203309 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -25863138.000000 Penalty: 6067.863770
	Iteration 77Q: 3 clusters Score -2.586314e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203343 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -25863152.000000 Penalty: 6067.863770
	Iteration 78Q: 3 clusters Score -2.586315e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203375 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -25863186.000000 Penalty: 6067.863770
	Iteration 79Q: 3 clusters Score -2.586319e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203394 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -25863182.000000 Penalty: 6067.863770
	Iteration 80F: 3 clusters Score -2.586318e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203411 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -25863210.000000 Penalty: 6067.863770
	Iteration 81Q: 3 clusters Score -2.586321e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203432 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -25863244.000000 Penalty: 6067.863770
	Iteration 82Q: 3 clusters Score -2.586324e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203449 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -25863218.000000 Penalty: 6067.863770
	Iteration 83Q: 3 clusters Score -2.586322e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203463 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -25863224.000000 Penalty: 6067.863770
	Iteration 84Q: 3 clusters Score -2.586322e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203477 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -25863252.000000 Penalty: 6067.863770
	Iteration 85Q: 3 clusters Score -2.586325e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203485 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -25863260.000000 Penalty: 6067.863770
	Iteration 86Q: 3 clusters Score -2.586326e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203485 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -25863270.000000 Penalty: 6067.863770
	Iteration 87Q: 3 clusters Score -2.586327e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203490 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -25863274.000000 Penalty: 6067.863770
	Iteration 88Q: 3 clusters Score -2.586327e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203492 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -25863274.000000 Penalty: 6067.863770
	Iteration 89Q: 3 clusters Score -2.586327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203495 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -25863268.000000 Penalty: 6067.863770
	Iteration 90Q: 3 clusters Score -2.586327e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203502 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -25863280.000000 Penalty: 6067.863770
	Iteration 91Q: 3 clusters Score -2.586328e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203504 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -25863288.000000 Penalty: 6067.863770
	Iteration 92Q: 3 clusters Score -2.586329e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203509 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -25863256.000000 Penalty: 6067.863770
	Iteration 93Q: 3 clusters Score -2.586326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203515 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -25863270.000000 Penalty: 6067.863770
	Iteration 94Q: 3 clusters Score -2.586327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203518 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -25863270.000000 Penalty: 6067.863770
	Iteration 95Q: 3 clusters Score -2.586327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203516 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -25863276.000000 Penalty: 6067.863770
	Iteration 96Q: 3 clusters Score -2.586328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203518 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -25863270.000000 Penalty: 6067.863770
	Iteration 97Q: 3 clusters Score -2.586327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203517 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -25863258.000000 Penalty: 6067.863770
	Iteration 98Q: 3 clusters Score -2.586326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203517 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -25863256.000000 Penalty: 6067.863770
	Iteration 99Q: 3 clusters Score -2.586326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203518 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -25863250.000000 Penalty: 6067.863770
	Iteration 100F: 3 clusters Score -2.586325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203515 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -25863258.000000 Penalty: 6067.863770
	Iteration 101Q: 3 clusters Score -2.586326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203513 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -25863264.000000 Penalty: 6067.863770
	Iteration 102Q: 3 clusters Score -2.586326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203511 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -25863262.000000 Penalty: 6067.863770
	Iteration 103Q: 3 clusters Score -2.586326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203506 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -25863258.000000 Penalty: 6067.863770
	Iteration 104Q: 3 clusters Score -2.586326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203503 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -25863262.000000 Penalty: 6067.863770
	Iteration 105Q: 3 clusters Score -2.586326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203503 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -25863240.000000 Penalty: 6067.863770
	Iteration 106Q: 3 clusters Score -2.586324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203505 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -25863254.000000 Penalty: 6067.863770
	Iteration 107Q: 3 clusters Score -2.586325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203508 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -25863244.000000 Penalty: 6067.863770
	Iteration 108Q: 3 clusters Score -2.586324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203509 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -25863236.000000 Penalty: 6067.863770
	Iteration 109Q: 3 clusters Score -2.586324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203511 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -25863238.000000 Penalty: 6067.863770
	Iteration 110Q: 3 clusters Score -2.586324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203508 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -25863240.000000 Penalty: 6067.863770
	Iteration 111Q: 3 clusters Score -2.586324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203507 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -25863232.000000 Penalty: 6067.863770
	Iteration 112Q: 3 clusters Score -2.586323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203511 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -25863230.000000 Penalty: 6067.863770
	Iteration 113Q: 3 clusters Score -2.586323e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203512 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -25863250.000000 Penalty: 6067.863770
	Iteration 114Q: 3 clusters Score -2.586325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203509 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -25863260.000000 Penalty: 6067.863770
	Iteration 115Q: 3 clusters Score -2.586326e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203502 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -25863262.000000 Penalty: 6067.863770
	Iteration 116Q: 3 clusters Score -2.586326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203498 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -25863276.000000 Penalty: 6067.863770
	Iteration 117Q: 3 clusters Score -2.586328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203498 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -25863274.000000 Penalty: 6067.863770
	Iteration 118Q: 3 clusters Score -2.586327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203501 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -25863280.000000 Penalty: 6067.863770
	Iteration 119Q: 3 clusters Score -2.586328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203501 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -25863294.000000 Penalty: 6067.863770
	Iteration 120F: 3 clusters Score -2.586329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203505 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -25863278.000000 Penalty: 6067.863770
	Iteration 121Q: 3 clusters Score -2.586328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203506 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -25863268.000000 Penalty: 6067.863770
	Iteration 122Q: 3 clusters Score -2.586327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203506 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -25863258.000000 Penalty: 6067.863770
	Iteration 123Q: 3 clusters Score -2.586326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203504 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -25863270.000000 Penalty: 6067.863770
	Iteration 124Q: 3 clusters Score -2.586327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203505 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -25863260.000000 Penalty: 6067.863770
	Iteration 125Q: 3 clusters Score -2.586326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203506 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -25863256.000000 Penalty: 6067.863770
	Iteration 126Q: 3 clusters Score -2.586326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203506 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -25863256.000000 Penalty: 6067.863770
	Iteration 127F: 3 clusters Score -2.586326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -284818.562500 Penalty: 1926.805908
	Iteration 0F: 2 clusters Score -284818.6 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 1178 members 
Entering Unmasked Estep 
Score: -281949.312500 Penalty: 3853.611816
	Iteration 0F: 3 clusters Score -281949.3 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -282468.375000 Penalty: 3853.611816
	Iteration 1F: 3 clusters Score -282468.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -282628.656250 Penalty: 3853.611816
	Iteration 2F: 3 clusters Score -282628.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -282721.843750 Penalty: 3853.611816
	Iteration 3Q: 3 clusters Score -282721.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -282803.968750 Penalty: 3853.611816
	Iteration 4Q: 3 clusters Score -282804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -282869.250000 Penalty: 3853.611816
	Iteration 5Q: 3 clusters Score -282869.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -282933.937500 Penalty: 3853.611816
	Iteration 6Q: 3 clusters Score -282933.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -283006.218750 Penalty: 3853.611816
	Iteration 7Q: 3 clusters Score -283006.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -283078.562500 Penalty: 3853.611816
	Iteration 8Q: 3 clusters Score -283078.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -283167.187500 Penalty: 3853.611816
	Iteration 9Q: 3 clusters Score -283167.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -283294.187500 Penalty: 3853.611816
	Iteration 10Q: 3 clusters Score -283294.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -283434.218750 Penalty: 3853.611816
	Iteration 11Q: 3 clusters Score -283434.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -283597.687500 Penalty: 3853.611816
	Iteration 12Q: 3 clusters Score -283597.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -283804.437500 Penalty: 3853.611816
	Iteration 13Q: 3 clusters Score -283804.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -284053.281250 Penalty: 3853.611816
	Iteration 14Q: 3 clusters Score -284053.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -284223.500000 Penalty: 3853.611816
	Iteration 15Q: 3 clusters Score -284223.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -284298.968750 Penalty: 3853.611816
	Iteration 16Q: 3 clusters Score -284299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -284333.687500 Penalty: 3853.611816
	Iteration 17Q: 3 clusters Score -284333.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -284355.375000 Penalty: 3853.611816
	Iteration 18Q: 3 clusters Score -284355.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -284368.781250 Penalty: 3853.611816
	Iteration 19Q: 3 clusters Score -284368.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -284382.031250 Penalty: 3853.611816
	Iteration 20F: 3 clusters Score -284382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -284385.906250 Penalty: 3853.611816
	Iteration 21Q: 3 clusters Score -284385.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -284387.125000 Penalty: 3853.611816
	Iteration 22Q: 3 clusters Score -284387.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -284387.843750 Penalty: 3853.611816
	Iteration 23Q: 3 clusters Score -284387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -284390.500000 Penalty: 3853.611816
	Iteration 24Q: 3 clusters Score -284390.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -284394.406250 Penalty: 3853.611816
	Iteration 25Q: 3 clusters Score -284394.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -284399.187500 Penalty: 3853.611816
	Iteration 26Q: 3 clusters Score -284399.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -284399.718750 Penalty: 3853.611816
	Iteration 27Q: 3 clusters Score -284399.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -284400.437500 Penalty: 3853.611816
	Iteration 28Q: 3 clusters Score -284400.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -284402.062500 Penalty: 3853.611816
	Iteration 29Q: 3 clusters Score -284402.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -284403.968750 Penalty: 3853.611816
	Iteration 30Q: 3 clusters Score -284404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -284407.750000 Penalty: 3853.611816
	Iteration 31Q: 3 clusters Score -284407.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -284408.031250 Penalty: 3853.611816
	Iteration 32Q: 3 clusters Score -284408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -284408.093750 Penalty: 3853.611816
	Iteration 33Q: 3 clusters Score -284408.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -284408.093750 Penalty: 3853.611816
	Iteration 34F: 3 clusters Score -284408.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Entering Unmasked Estep 
Score: -4386211.000000 Penalty: 2590.554199
	Iteration 0F: 2 clusters Score -4386211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -4362818.000000 Penalty: 5181.108398
	Iteration 0F: 3 clusters Score -4362818 nChanged 15527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -4371267.000000 Penalty: 5181.108398
	Iteration 1F: 3 clusters Score -4371267 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -4371728.500000 Penalty: 5181.108398
	Iteration 2Q: 3 clusters Score -4371728 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -4372102.000000 Penalty: 5181.108398
	Iteration 3Q: 3 clusters Score -4372102 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -4372502.000000 Penalty: 5181.108398
	Iteration 4Q: 3 clusters Score -4372502 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -4372987.500000 Penalty: 5181.108398
	Iteration 5Q: 3 clusters Score -4372988 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -4373587.000000 Penalty: 5181.108398
	Iteration 6Q: 3 clusters Score -4373587 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -4374467.500000 Penalty: 5181.108398
	Iteration 7Q: 3 clusters Score -4374468 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -4375548.500000 Penalty: 5181.108398
	Iteration 8Q: 3 clusters Score -4375548 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -4376897.500000 Penalty: 5181.108398
	Iteration 9F: 3 clusters Score -4376898 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -4378319.500000 Penalty: 5181.108398
	Iteration 10F: 3 clusters Score -4378320 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -4379730.000000 Penalty: 5181.108398
	Iteration 11F: 3 clusters Score -4379730 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -4380883.000000 Penalty: 5181.108398
	Iteration 12Q: 3 clusters Score -4380883 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4381756.000000 Penalty: 5181.108398
	Iteration 13Q: 3 clusters Score -4381756 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -4382408.000000 Penalty: 5181.108398
	Iteration 14Q: 3 clusters Score -4382408 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4382881.500000 Penalty: 5181.108398
	Iteration 15Q: 3 clusters Score -4382882 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4383178.500000 Penalty: 5181.108398
	Iteration 16Q: 3 clusters Score -4383178 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4383414.500000 Penalty: 5181.108398
	Iteration 17Q: 3 clusters Score -4383414 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4383588.000000 Penalty: 5181.108398
	Iteration 18Q: 3 clusters Score -4383588 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4383704.500000 Penalty: 5181.108398
	Iteration 19Q: 3 clusters Score -4383704 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4383784.500000 Penalty: 5181.108398
	Iteration 20F: 3 clusters Score -4383784 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4383828.500000 Penalty: 5181.108398
	Iteration 21Q: 3 clusters Score -4383828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4383862.000000 Penalty: 5181.108398
	Iteration 22Q: 3 clusters Score -4383862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4383903.500000 Penalty: 5181.108398
	Iteration 23Q: 3 clusters Score -4383904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4383912.000000 Penalty: 5181.108398
	Iteration 24Q: 3 clusters Score -4383912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4383932.500000 Penalty: 5181.108398
	Iteration 25Q: 3 clusters Score -4383932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4383948.500000 Penalty: 5181.108398
	Iteration 26Q: 3 clusters Score -4383948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4383965.500000 Penalty: 5181.108398
	Iteration 27Q: 3 clusters Score -4383966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4383981.000000 Penalty: 5181.108398
	Iteration 28Q: 3 clusters Score -4383981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4383999.500000 Penalty: 5181.108398
	Iteration 29Q: 3 clusters Score -4384000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4384023.000000 Penalty: 5181.108398
	Iteration 30Q: 3 clusters Score -4384023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4384023.500000 Penalty: 5181.108398
	Iteration 31Q: 3 clusters Score -4384024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4384032.500000 Penalty: 5181.108398
	Iteration 32Q: 3 clusters Score -4384032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4384034.500000 Penalty: 5181.108398
	Iteration 33Q: 3 clusters Score -4384034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4384038.500000 Penalty: 5181.108398
	Iteration 34Q: 3 clusters Score -4384038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4384048.000000 Penalty: 5181.108398
	Iteration 35Q: 3 clusters Score -4384048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4384046.500000 Penalty: 5181.108398
	Iteration 36Q: 3 clusters Score -4384046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4384047.500000 Penalty: 5181.108398
	Iteration 37Q: 3 clusters Score -4384048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4384047.500000 Penalty: 5181.108398
	Iteration 38F: 3 clusters Score -4384048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -52417.074219 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -52417.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50880.429688 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -50880.43 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51205.722656 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -51205.72 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51358.839844 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -51358.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51521.667969 Penalty: 3097.106689
	Iteration 3F: 3 clusters Score -51521.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51731.585938 Penalty: 3097.106689
	Iteration 4F: 3 clusters Score -51731.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51952.214844 Penalty: 3097.106689
	Iteration 5F: 3 clusters Score -51952.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -52217.671875 Penalty: 3097.106689
	Iteration 6F: 3 clusters Score -52217.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52388.023438 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -52388.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52625.929688 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -52625.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -52771.929688 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -52771.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -52830.675781 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -52830.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -52961.042969 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -52961.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53102.734375 Penalty: 3097.106689
	Iteration 12Q: 3 clusters Score -53102.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53102.734375 Penalty: 3097.106689
	Iteration 13F: 3 clusters Score -53102.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 51715 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5729 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 111300 members 
Mstep: Class 9 contains 256127 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48714 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66698 members 
Mstep: Class 14 contains 205581 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34399 members 
Mstep: Class 17 contains 244 members 
Mstep: Class 18 contains 124893 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39343 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 271 members 
Entering Unmasked Estep 
Score: -119290936.000000 Penalty: 78600.343750
Splitting cluster 17 changes total score from -119292248.000000 to -119290936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (124893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124893 members 
Entering Unmasked Estep 
Score: -15775609.000000 Penalty: 2910.332764
	Iteration 0F: 2 clusters Score -1.577561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62575 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -15692296.000000 Penalty: 5820.665527
	Iteration 0F: 3 clusters Score -1.56923e+07 nChanged 59359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64650 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -15726037.000000 Penalty: 5820.665527
	Iteration 1F: 3 clusters Score -1.572604e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66021 members 
Mstep: Class 2 contains 58872 members 
Entering Unmasked Estep 
Score: -15726894.000000 Penalty: 5820.665527
	Iteration 2Q: 3 clusters Score -1.572689e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68001 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -15727780.000000 Penalty: 5820.665527
	Iteration 3Q: 3 clusters Score -1.572778e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 53929 members 
Entering Unmasked Estep 
Score: -15729184.000000 Penalty: 5820.665527
	Iteration 4Q: 3 clusters Score -1.572918e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75408 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -15731217.000000 Penalty: 5820.665527
	Iteration 5Q: 3 clusters Score -1.573122e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -15734791.000000 Penalty: 5820.665527
	Iteration 6F: 3 clusters Score -1.573479e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89885 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -15740634.000000 Penalty: 5820.665527
	Iteration 7F: 3 clusters Score -1.574063e+07 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100097 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -15749543.000000 Penalty: 5820.665527
	Iteration 8F: 3 clusters Score -1.574954e+07 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110418 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -15759385.000000 Penalty: 5820.665527
	Iteration 9F: 3 clusters Score -1.575938e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118244 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -15766992.000000 Penalty: 5820.665527
	Iteration 10F: 3 clusters Score -1.576699e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122340 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -15770815.000000 Penalty: 5820.665527
	Iteration 11Q: 3 clusters Score -1.577082e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123924 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -15772222.000000 Penalty: 5820.665527
	Iteration 12Q: 3 clusters Score -1.577222e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124385 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -15772650.000000 Penalty: 5820.665527
	Iteration 13Q: 3 clusters Score -1.577265e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124512 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -15772821.000000 Penalty: 5820.665527
	Iteration 14Q: 3 clusters Score -1.577282e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124557 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -15772863.000000 Penalty: 5820.665527
	Iteration 15Q: 3 clusters Score -1.577286e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124579 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -15772901.000000 Penalty: 5820.665527
	Iteration 16Q: 3 clusters Score -1.57729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124586 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -15772927.000000 Penalty: 5820.665527
	Iteration 17Q: 3 clusters Score -1.577293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124598 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15772928.000000 Penalty: 5820.665527
	Iteration 18Q: 3 clusters Score -1.577293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124606 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -15772939.000000 Penalty: 5820.665527
	Iteration 19Q: 3 clusters Score -1.577294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124612 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -15772946.000000 Penalty: 5820.665527
	Iteration 20F: 3 clusters Score -1.577295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124615 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -15772974.000000 Penalty: 5820.665527
	Iteration 21Q: 3 clusters Score -1.577297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124617 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -15772986.000000 Penalty: 5820.665527
	Iteration 22Q: 3 clusters Score -1.577299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124625 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -15773013.000000 Penalty: 5820.665527
	Iteration 23Q: 3 clusters Score -1.577301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124627 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15773012.000000 Penalty: 5820.665527
	Iteration 24Q: 3 clusters Score -1.577301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124630 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -15773020.000000 Penalty: 5820.665527
	Iteration 25Q: 3 clusters Score -1.577302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124631 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15773024.000000 Penalty: 5820.665527
	Iteration 26Q: 3 clusters Score -1.577302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124634 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -15773018.000000 Penalty: 5820.665527
	Iteration 27Q: 3 clusters Score -1.577302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124633 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15773027.000000 Penalty: 5820.665527
	Iteration 28Q: 3 clusters Score -1.577303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124633 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -15773027.000000 Penalty: 5820.665527
	Iteration 29F: 3 clusters Score -1.577303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -55095.140625 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -55095.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53538.953125 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -53538.95 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53957.007812 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -53957.01 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -54237.675781 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -54237.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54641.863281 Penalty: 3110.410156
	Iteration 3F: 3 clusters Score -54641.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54804.972656 Penalty: 3110.410156
	Iteration 4F: 3 clusters Score -54804.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -55120.484375 Penalty: 3110.410156
	Iteration 5F: 3 clusters Score -55120.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55237.539062 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -55237.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55298.148438 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -55298.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55446.644531 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -55446.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55541.433594 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -55541.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55629.867188 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -55629.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -55672.359375 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -55672.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -55672.359375 Penalty: 3110.410156
	Iteration 12F: 3 clusters Score -55672.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 51715 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5729 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 111300 members 
Mstep: Class 9 contains 256127 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48714 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66698 members 
Mstep: Class 14 contains 205581 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34399 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 124893 members 
Mstep: Class 19 contains 342 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39343 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 187 members 
Entering Unmasked Estep 
Score: -119290776.000000 Penalty: 78600.343750
Splitting cluster 19 changes total score from -119292248.000000 to -119290776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -13928.078125 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -13928.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12968.654297 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -12968.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13016.495117 Penalty: 2514.176514
	Iteration 1Q: 3 clusters Score -13016.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13034.641602 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -13034.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13053.287109 Penalty: 2514.176514
	Iteration 3Q: 3 clusters Score -13053.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13070.169922 Penalty: 2514.176514
	Iteration 4Q: 3 clusters Score -13070.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13070.169922 Penalty: 2514.176514
	Iteration 5F: 3 clusters Score -13070.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Entering Unmasked Estep 
Score: -5012987.000000 Penalty: 2623.858154
	Iteration 0F: 2 clusters Score -5012987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -4986396.500000 Penalty: 5247.716309
	Iteration 0F: 3 clusters Score -4986396 nChanged 17858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -4996175.000000 Penalty: 5247.716309
	Iteration 1F: 3 clusters Score -4996175 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -4996728.500000 Penalty: 5247.716309
	Iteration 2Q: 3 clusters Score -4996728 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -4997313.500000 Penalty: 5247.716309
	Iteration 3Q: 3 clusters Score -4997314 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -4997933.500000 Penalty: 5247.716309
	Iteration 4Q: 3 clusters Score -4997934 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -4998603.000000 Penalty: 5247.716309
	Iteration 5Q: 3 clusters Score -4998603 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -4999339.500000 Penalty: 5247.716309
	Iteration 6Q: 3 clusters Score -4999340 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -5000250.500000 Penalty: 5247.716309
	Iteration 7Q: 3 clusters Score -5000250 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -5001337.500000 Penalty: 5247.716309
	Iteration 8Q: 3 clusters Score -5001338 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -5002664.500000 Penalty: 5247.716309
	Iteration 9F: 3 clusters Score -5002664 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -5004134.000000 Penalty: 5247.716309
	Iteration 10F: 3 clusters Score -5004134 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -5005691.000000 Penalty: 5247.716309
	Iteration 11Q: 3 clusters Score -5005691 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -5007056.500000 Penalty: 5247.716309
	Iteration 12Q: 3 clusters Score -5007056 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -5008085.500000 Penalty: 5247.716309
	Iteration 13Q: 3 clusters Score -5008086 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -5008845.000000 Penalty: 5247.716309
	Iteration 14Q: 3 clusters Score -5008845 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -5009364.500000 Penalty: 5247.716309
	Iteration 15Q: 3 clusters Score -5009364 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5009746.500000 Penalty: 5247.716309
	Iteration 16Q: 3 clusters Score -5009746 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5009983.500000 Penalty: 5247.716309
	Iteration 17Q: 3 clusters Score -5009984 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5010159.000000 Penalty: 5247.716309
	Iteration 18Q: 3 clusters Score -5010159 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5010262.000000 Penalty: 5247.716309
	Iteration 19Q: 3 clusters Score -5010262 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5010345.000000 Penalty: 5247.716309
	Iteration 20F: 3 clusters Score -5010345 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5010425.000000 Penalty: 5247.716309
	Iteration 21Q: 3 clusters Score -5010425 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5010466.500000 Penalty: 5247.716309
	Iteration 22Q: 3 clusters Score -5010466 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5010512.000000 Penalty: 5247.716309
	Iteration 23Q: 3 clusters Score -5010512 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5010558.000000 Penalty: 5247.716309
	Iteration 24Q: 3 clusters Score -5010558 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5010586.500000 Penalty: 5247.716309
	Iteration 25Q: 3 clusters Score -5010586 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5010618.500000 Penalty: 5247.716309
	Iteration 26Q: 3 clusters Score -5010618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5010661.500000 Penalty: 5247.716309
	Iteration 27Q: 3 clusters Score -5010662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5010699.000000 Penalty: 5247.716309
	Iteration 28Q: 3 clusters Score -5010699 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5010705.000000 Penalty: 5247.716309
	Iteration 29Q: 3 clusters Score -5010705 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5010723.000000 Penalty: 5247.716309
	Iteration 30Q: 3 clusters Score -5010723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5010732.500000 Penalty: 5247.716309
	Iteration 31Q: 3 clusters Score -5010732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5010739.000000 Penalty: 5247.716309
	Iteration 32Q: 3 clusters Score -5010739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5010745.000000 Penalty: 5247.716309
	Iteration 33Q: 3 clusters Score -5010745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5010753.000000 Penalty: 5247.716309
	Iteration 34Q: 3 clusters Score -5010753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5010755.000000 Penalty: 5247.716309
	Iteration 35Q: 3 clusters Score -5010755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5010750.000000 Penalty: 5247.716309
	Iteration 36Q: 3 clusters Score -5010750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5010754.000000 Penalty: 5247.716309
	Iteration 37Q: 3 clusters Score -5010754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5010759.500000 Penalty: 5247.716309
	Iteration 38Q: 3 clusters Score -5010760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5010761.500000 Penalty: 5247.716309
	Iteration 39Q: 3 clusters Score -5010762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5010759.500000 Penalty: 5247.716309
	Iteration 40F: 3 clusters Score -5010760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5010763.000000 Penalty: 5247.716309
	Iteration 41Q: 3 clusters Score -5010763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5010765.500000 Penalty: 5247.716309
	Iteration 42Q: 3 clusters Score -5010766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5010776.000000 Penalty: 5247.716309
	Iteration 43Q: 3 clusters Score -5010776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5010775.500000 Penalty: 5247.716309
	Iteration 44Q: 3 clusters Score -5010776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5010780.500000 Penalty: 5247.716309
	Iteration 45Q: 3 clusters Score -5010780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5010775.500000 Penalty: 5247.716309
	Iteration 46Q: 3 clusters Score -5010776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5010774.500000 Penalty: 5247.716309
	Iteration 47Q: 3 clusters Score -5010774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5010776.500000 Penalty: 5247.716309
	Iteration 48Q: 3 clusters Score -5010776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5010776.500000 Penalty: 5247.716309
	Iteration 49F: 3 clusters Score -5010776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -36472.714844 Penalty: 1468.551392
	Iteration 0F: 2 clusters Score -36472.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35103.218750 Penalty: 2937.102783
	Iteration 0F: 3 clusters Score -35103.22 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35298.679688 Penalty: 2937.102783
	Iteration 1F: 3 clusters Score -35298.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35378.203125 Penalty: 2937.102783
	Iteration 2Q: 3 clusters Score -35378.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35442.492188 Penalty: 2937.102783
	Iteration 3Q: 3 clusters Score -35442.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -35483.636719 Penalty: 2937.102783
	Iteration 4Q: 3 clusters Score -35483.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35518.597656 Penalty: 2937.102783
	Iteration 5Q: 3 clusters Score -35518.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35558.132812 Penalty: 2937.102783
	Iteration 6Q: 3 clusters Score -35558.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35592.375000 Penalty: 2937.102783
	Iteration 7Q: 3 clusters Score -35592.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35639.343750 Penalty: 2937.102783
	Iteration 8Q: 3 clusters Score -35639.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35707.214844 Penalty: 2937.102783
	Iteration 9Q: 3 clusters Score -35707.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35740.531250 Penalty: 2937.102783
	Iteration 10Q: 3 clusters Score -35740.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35751.437500 Penalty: 2937.102783
	Iteration 11Q: 3 clusters Score -35751.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35770.386719 Penalty: 2937.102783
	Iteration 12Q: 3 clusters Score -35770.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35770.386719 Penalty: 2937.102783
	Iteration 13F: 3 clusters Score -35770.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 51715 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5729 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 111300 members 
Mstep: Class 9 contains 256127 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48714 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66698 members 
Mstep: Class 14 contains 205581 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34399 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 124893 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39343 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292040.000000 Penalty: 75182.937500
Iteration 399Q: 23 clusters Score -1.19292e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 51724 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5729 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 111394 members 
Mstep: Class 9 contains 255916 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48728 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66715 members 
Mstep: Class 14 contains 205555 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34394 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 124997 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39347 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291976.000000 Penalty: 75182.937500
Iteration 400F: 23 clusters Score -1.19292e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 51734 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5729 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 111473 members 
Mstep: Class 9 contains 255700 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48751 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66731 members 
Mstep: Class 14 contains 205526 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34396 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 125119 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39343 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292088.000000 Penalty: 75182.937500
Iteration 401Q: 23 clusters Score -1.192921e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 51737 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5730 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 111538 members 
Mstep: Class 9 contains 255472 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48763 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66738 members 
Mstep: Class 14 contains 205553 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34395 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 125231 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39351 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292104.000000 Penalty: 75182.937500
Iteration 402Q: 23 clusters Score -1.192921e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 51743 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5732 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 111620 members 
Mstep: Class 9 contains 255254 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48776 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66741 members 
Mstep: Class 14 contains 205564 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34391 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 125337 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39352 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292000.000000 Penalty: 75182.937500
Iteration 403Q: 23 clusters Score -1.19292e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 51754 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5734 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 111696 members 
Mstep: Class 9 contains 255054 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48781 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66746 members 
Mstep: Class 14 contains 205564 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34393 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 125439 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39353 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291968.000000 Penalty: 75182.937500
Iteration 404Q: 23 clusters Score -1.19292e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 51767 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 111763 members 
Mstep: Class 9 contains 254870 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48792 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66745 members 
Mstep: Class 14 contains 205568 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34390 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 125537 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39347 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292088.000000 Penalty: 75182.937500
Iteration 405Q: 23 clusters Score -1.192921e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 51774 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 111830 members 
Mstep: Class 9 contains 254726 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48816 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66748 members 
Mstep: Class 14 contains 205557 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34382 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 125613 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39337 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292136.000000 Penalty: 75182.937500
Iteration 406Q: 23 clusters Score -1.192921e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 51787 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 111883 members 
Mstep: Class 9 contains 254568 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48830 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66753 members 
Mstep: Class 14 contains 205566 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34373 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 125693 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39334 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292160.000000 Penalty: 75182.937500
Iteration 407Q: 23 clusters Score -1.192922e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 51792 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 111948 members 
Mstep: Class 9 contains 254425 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48839 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66753 members 
Mstep: Class 14 contains 205569 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34371 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 125763 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39327 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291928.000000 Penalty: 75182.937500
Iteration 408Q: 23 clusters Score -1.192919e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 51803 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 112027 members 
Mstep: Class 9 contains 254266 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48846 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66762 members 
Mstep: Class 14 contains 205571 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34367 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 125824 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39324 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291856.000000 Penalty: 75182.937500
Iteration 409Q: 23 clusters Score -1.192919e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 51806 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 112109 members 
Mstep: Class 9 contains 254133 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48851 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66773 members 
Mstep: Class 14 contains 205584 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34356 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 125858 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39323 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291992.000000 Penalty: 75182.937500
Iteration 410Q: 23 clusters Score -1.19292e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 51813 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 112187 members 
Mstep: Class 9 contains 254001 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48877 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66775 members 
Mstep: Class 14 contains 205584 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34356 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 125884 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39314 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292024.000000 Penalty: 75182.937500
Iteration 411Q: 23 clusters Score -1.19292e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 51816 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5739 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 112265 members 
Mstep: Class 9 contains 253883 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48888 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66780 members 
Mstep: Class 14 contains 205585 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34352 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 125918 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39302 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292120.000000 Penalty: 75182.937500
Iteration 412Q: 23 clusters Score -1.192921e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 51829 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5739 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 112327 members 
Mstep: Class 9 contains 253742 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48896 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66787 members 
Mstep: Class 14 contains 205587 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34348 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 125970 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39302 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292008.000000 Penalty: 75182.937500
Iteration 413Q: 23 clusters Score -1.19292e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 51840 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5739 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 112385 members 
Mstep: Class 9 contains 253604 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48906 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66792 members 
Mstep: Class 14 contains 205594 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34347 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126016 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39302 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292096.000000 Penalty: 75182.937500
Iteration 414Q: 23 clusters Score -1.192921e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 51852 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5739 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 112441 members 
Mstep: Class 9 contains 253468 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48905 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66804 members 
Mstep: Class 14 contains 205589 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34347 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126072 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39305 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292032.000000 Penalty: 75182.937500
Iteration 415Q: 23 clusters Score -1.19292e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 51859 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5740 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 112494 members 
Mstep: Class 9 contains 253358 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48902 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66816 members 
Mstep: Class 14 contains 205565 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34348 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126133 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39308 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291984.000000 Penalty: 75182.937500
Iteration 416Q: 23 clusters Score -1.19292e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 51864 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5743 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 112555 members 
Mstep: Class 9 contains 253254 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48905 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66826 members 
Mstep: Class 14 contains 205529 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34342 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126196 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39307 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291984.000000 Penalty: 75182.937500
Iteration 417Q: 23 clusters Score -1.19292e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 51862 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5745 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 112625 members 
Mstep: Class 9 contains 253167 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48913 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66833 members 
Mstep: Class 14 contains 205493 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34338 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126247 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39299 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291968.000000 Penalty: 75182.937500
Iteration 418Q: 23 clusters Score -1.19292e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 51858 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5750 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 112697 members 
Mstep: Class 9 contains 253079 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48925 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66828 members 
Mstep: Class 14 contains 205466 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34337 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126294 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39290 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291936.000000 Penalty: 75182.937500
Iteration 419Q: 23 clusters Score -1.192919e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 51850 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5752 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 112782 members 
Mstep: Class 9 contains 253004 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48930 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66826 members 
Mstep: Class 14 contains 205422 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34341 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126333 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39284 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291968.000000 Penalty: 75182.937500
Iteration 420F: 23 clusters Score -1.19292e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 51848 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5756 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 112864 members 
Mstep: Class 9 contains 252904 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48935 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66823 members 
Mstep: Class 14 contains 205391 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34347 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126379 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39277 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292024.000000 Penalty: 75182.937500
Iteration 421Q: 23 clusters Score -1.19292e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 51848 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5757 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 112945 members 
Mstep: Class 9 contains 252801 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48936 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66820 members 
Mstep: Class 14 contains 205375 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34350 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126422 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39270 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292096.000000 Penalty: 75182.937500
Iteration 422Q: 23 clusters Score -1.192921e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 51846 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5758 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 113020 members 
Mstep: Class 9 contains 252708 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48933 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66815 members 
Mstep: Class 14 contains 205372 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34353 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126443 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39274 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292080.000000 Penalty: 75182.937500
Iteration 423Q: 23 clusters Score -1.192921e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 51846 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5761 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 113107 members 
Mstep: Class 9 contains 252625 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48940 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66806 members 
Mstep: Class 14 contains 205324 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34351 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126481 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39279 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291864.000000 Penalty: 75182.937500
Iteration 424Q: 23 clusters Score -1.192919e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 51839 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5765 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 113204 members 
Mstep: Class 9 contains 252523 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48949 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66798 members 
Mstep: Class 14 contains 205278 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34358 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126521 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39287 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292008.000000 Penalty: 75182.937500
Iteration 425Q: 23 clusters Score -1.19292e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 51827 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5770 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 113295 members 
Mstep: Class 9 contains 252438 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48951 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66790 members 
Mstep: Class 14 contains 205254 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34363 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126554 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39279 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291944.000000 Penalty: 75182.937500
Iteration 426Q: 23 clusters Score -1.192919e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 51821 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5777 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 113404 members 
Mstep: Class 9 contains 252368 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48950 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66779 members 
Mstep: Class 14 contains 205196 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34372 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126576 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39278 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292064.000000 Penalty: 75182.937500
Iteration 427Q: 23 clusters Score -1.192921e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 51815 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5781 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 113526 members 
Mstep: Class 9 contains 252287 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48956 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66782 members 
Mstep: Class 14 contains 205123 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34375 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126606 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39273 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291872.000000 Penalty: 75182.937500
Iteration 428Q: 23 clusters Score -1.192919e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 51812 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5785 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 113644 members 
Mstep: Class 9 contains 252184 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48963 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66774 members 
Mstep: Class 14 contains 205072 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34386 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126636 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39270 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292008.000000 Penalty: 75182.937500
Iteration 429Q: 23 clusters Score -1.19292e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 51803 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5789 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 113760 members 
Mstep: Class 9 contains 252102 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48971 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66766 members 
Mstep: Class 14 contains 205004 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34396 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126669 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39267 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292032.000000 Penalty: 75182.937500
Iteration 430Q: 23 clusters Score -1.19292e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 51801 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5790 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 113877 members 
Mstep: Class 9 contains 252007 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48975 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66765 members 
Mstep: Class 14 contains 204946 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34405 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126706 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39257 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292112.000000 Penalty: 75182.937500
Iteration 431Q: 23 clusters Score -1.192921e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 51804 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5790 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 113988 members 
Mstep: Class 9 contains 251917 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48976 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66763 members 
Mstep: Class 14 contains 204897 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34409 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126740 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39244 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292080.000000 Penalty: 75182.937500
Iteration 432Q: 23 clusters Score -1.192921e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 51802 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5790 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114103 members 
Mstep: Class 9 contains 251824 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48982 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66759 members 
Mstep: Class 14 contains 204848 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34416 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126763 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39242 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292120.000000 Penalty: 75182.937500
Iteration 433Q: 23 clusters Score -1.192921e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 51797 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5790 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114199 members 
Mstep: Class 9 contains 251725 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 48989 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66760 members 
Mstep: Class 14 contains 204806 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34417 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126807 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39240 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292072.000000 Penalty: 75182.937500
Iteration 434Q: 23 clusters Score -1.192921e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 51793 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5791 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114288 members 
Mstep: Class 9 contains 251628 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49004 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66756 members 
Mstep: Class 14 contains 204755 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34424 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126845 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39245 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292088.000000 Penalty: 75182.937500
Iteration 435Q: 23 clusters Score -1.192921e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 51799 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5791 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114394 members 
Mstep: Class 9 contains 251534 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49011 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66755 members 
Mstep: Class 14 contains 204693 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34430 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126872 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39249 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292048.000000 Penalty: 75182.937500
Iteration 436Q: 23 clusters Score -1.19292e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 51806 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5791 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114503 members 
Mstep: Class 9 contains 251441 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49022 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66752 members 
Mstep: Class 14 contains 204639 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34436 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126888 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39248 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292064.000000 Penalty: 75182.937500
Iteration 437Q: 23 clusters Score -1.192921e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 51807 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5791 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114615 members 
Mstep: Class 9 contains 251352 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49020 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66750 members 
Mstep: Class 14 contains 204581 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34440 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126916 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39253 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292088.000000 Penalty: 75182.937500
Iteration 438Q: 23 clusters Score -1.192921e+08 nChanged 306
Entering ConstructFrom: 
Score: -119292088.000000 Penalty: 75182.937500
Entering ConstructFrom: 
Trying to split cluster 1 (11761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Entering Unmasked Estep 
Score: -1397381.000000 Penalty: 2324.390869
	Iteration 0F: 2 clusters Score -1397381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1388614.750000 Penalty: 4648.781738
	Iteration 0F: 3 clusters Score -1388615 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1391381.625000 Penalty: 4648.781738
	Iteration 1F: 3 clusters Score -1391382 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1391808.875000 Penalty: 4648.781738
	Iteration 2F: 3 clusters Score -1391809 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1392221.625000 Penalty: 4648.781738
	Iteration 3F: 3 clusters Score -1392222 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1392740.375000 Penalty: 4648.781738
	Iteration 4F: 3 clusters Score -1392740 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1393405.750000 Penalty: 4648.781738
	Iteration 5F: 3 clusters Score -1393406 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1394204.875000 Penalty: 4648.781738
	Iteration 6F: 3 clusters Score -1394205 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1394847.250000 Penalty: 4648.781738
	Iteration 7F: 3 clusters Score -1394847 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1395439.750000 Penalty: 4648.781738
	Iteration 8F: 3 clusters Score -1395440 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1395935.125000 Penalty: 4648.781738
	Iteration 9Q: 3 clusters Score -1395935 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1396285.000000 Penalty: 4648.781738
	Iteration 10Q: 3 clusters Score -1396285 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1396529.875000 Penalty: 4648.781738
	Iteration 11Q: 3 clusters Score -1396530 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1396670.625000 Penalty: 4648.781738
	Iteration 12Q: 3 clusters Score -1396671 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1396781.375000 Penalty: 4648.781738
	Iteration 13Q: 3 clusters Score -1396781 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1396866.750000 Penalty: 4648.781738
	Iteration 14Q: 3 clusters Score -1396867 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1396927.125000 Penalty: 4648.781738
	Iteration 15Q: 3 clusters Score -1396927 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1396971.750000 Penalty: 4648.781738
	Iteration 16Q: 3 clusters Score -1396972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1396994.625000 Penalty: 4648.781738
	Iteration 17Q: 3 clusters Score -1396995 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1397012.375000 Penalty: 4648.781738
	Iteration 18Q: 3 clusters Score -1397012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1397027.750000 Penalty: 4648.781738
	Iteration 19Q: 3 clusters Score -1397028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1397045.875000 Penalty: 4648.781738
	Iteration 20F: 3 clusters Score -1397046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1397068.625000 Penalty: 4648.781738
	Iteration 21Q: 3 clusters Score -1397069 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1397080.875000 Penalty: 4648.781738
	Iteration 22Q: 3 clusters Score -1397081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1397089.625000 Penalty: 4648.781738
	Iteration 23Q: 3 clusters Score -1397090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1397105.625000 Penalty: 4648.781738
	Iteration 24Q: 3 clusters Score -1397106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1397106.125000 Penalty: 4648.781738
	Iteration 25Q: 3 clusters Score -1397106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1397114.250000 Penalty: 4648.781738
	Iteration 26Q: 3 clusters Score -1397114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1397118.750000 Penalty: 4648.781738
	Iteration 27Q: 3 clusters Score -1397119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1397125.750000 Penalty: 4648.781738
	Iteration 28Q: 3 clusters Score -1397126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1397135.375000 Penalty: 4648.781738
	Iteration 29Q: 3 clusters Score -1397135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1397138.500000 Penalty: 4648.781738
	Iteration 30Q: 3 clusters Score -1397138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1397141.375000 Penalty: 4648.781738
	Iteration 31Q: 3 clusters Score -1397141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1397144.500000 Penalty: 4648.781738
	Iteration 32Q: 3 clusters Score -1397144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1397145.125000 Penalty: 4648.781738
	Iteration 33Q: 3 clusters Score -1397145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1397147.000000 Penalty: 4648.781738
	Iteration 34Q: 3 clusters Score -1397147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1397150.375000 Penalty: 4648.781738
	Iteration 35Q: 3 clusters Score -1397150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1397150.375000 Penalty: 4648.781738
	Iteration 36F: 3 clusters Score -1397150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Entering Unmasked Estep 
Score: -6603437.000000 Penalty: 2692.114502
	Iteration 0F: 2 clusters Score -6603437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -6568926.500000 Penalty: 5384.229004
	Iteration 0F: 3 clusters Score -6568926 nChanged 23783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -6582355.000000 Penalty: 5384.229004
	Iteration 1F: 3 clusters Score -6582355 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -6583372.000000 Penalty: 5384.229004
	Iteration 2Q: 3 clusters Score -6583372 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -6584550.500000 Penalty: 5384.229004
	Iteration 3F: 3 clusters Score -6584550 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -6586056.000000 Penalty: 5384.229004
	Iteration 4F: 3 clusters Score -6586056 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -6588067.500000 Penalty: 5384.229004
	Iteration 5F: 3 clusters Score -6588068 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -6590704.500000 Penalty: 5384.229004
	Iteration 6F: 3 clusters Score -6590704 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -6593637.000000 Penalty: 5384.229004
	Iteration 7F: 3 clusters Score -6593637 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -6596005.500000 Penalty: 5384.229004
	Iteration 8F: 3 clusters Score -6596006 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -6597131.500000 Penalty: 5384.229004
	Iteration 9Q: 3 clusters Score -6597132 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -6597570.000000 Penalty: 5384.229004
	Iteration 10Q: 3 clusters Score -6597570 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -6597868.500000 Penalty: 5384.229004
	Iteration 11Q: 3 clusters Score -6597868 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -6598067.500000 Penalty: 5384.229004
	Iteration 12Q: 3 clusters Score -6598068 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -6598288.000000 Penalty: 5384.229004
	Iteration 13Q: 3 clusters Score -6598288 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -6598483.000000 Penalty: 5384.229004
	Iteration 14Q: 3 clusters Score -6598483 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -6598718.500000 Penalty: 5384.229004
	Iteration 15Q: 3 clusters Score -6598718 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -6598967.500000 Penalty: 5384.229004
	Iteration 16Q: 3 clusters Score -6598968 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -6599237.000000 Penalty: 5384.229004
	Iteration 17Q: 3 clusters Score -6599237 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -6599485.500000 Penalty: 5384.229004
	Iteration 18Q: 3 clusters Score -6599486 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -6599767.500000 Penalty: 5384.229004
	Iteration 19Q: 3 clusters Score -6599768 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -6600011.000000 Penalty: 5384.229004
	Iteration 20F: 3 clusters Score -6600011 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -6600263.500000 Penalty: 5384.229004
	Iteration 21Q: 3 clusters Score -6600264 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -6600419.000000 Penalty: 5384.229004
	Iteration 22Q: 3 clusters Score -6600419 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -6600586.500000 Penalty: 5384.229004
	Iteration 23Q: 3 clusters Score -6600586 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -6600743.500000 Penalty: 5384.229004
	Iteration 24Q: 3 clusters Score -6600744 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -6600890.000000 Penalty: 5384.229004
	Iteration 25Q: 3 clusters Score -6600890 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -6601046.000000 Penalty: 5384.229004
	Iteration 26Q: 3 clusters Score -6601046 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -6601173.500000 Penalty: 5384.229004
	Iteration 27Q: 3 clusters Score -6601174 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6601289.000000 Penalty: 5384.229004
	Iteration 28Q: 3 clusters Score -6601289 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6601377.500000 Penalty: 5384.229004
	Iteration 29Q: 3 clusters Score -6601378 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6601463.000000 Penalty: 5384.229004
	Iteration 30Q: 3 clusters Score -6601463 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -6601565.000000 Penalty: 5384.229004
	Iteration 31Q: 3 clusters Score -6601565 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6601651.500000 Penalty: 5384.229004
	Iteration 32Q: 3 clusters Score -6601652 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6601707.500000 Penalty: 5384.229004
	Iteration 33Q: 3 clusters Score -6601708 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6601756.500000 Penalty: 5384.229004
	Iteration 34Q: 3 clusters Score -6601756 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6601788.500000 Penalty: 5384.229004
	Iteration 35Q: 3 clusters Score -6601788 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50743 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6601835.000000 Penalty: 5384.229004
	Iteration 36Q: 3 clusters Score -6601835 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6601856.000000 Penalty: 5384.229004
	Iteration 37Q: 3 clusters Score -6601856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6601896.500000 Penalty: 5384.229004
	Iteration 38Q: 3 clusters Score -6601896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6601907.000000 Penalty: 5384.229004
	Iteration 39Q: 3 clusters Score -6601907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6601914.000000 Penalty: 5384.229004
	Iteration 40F: 3 clusters Score -6601914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6601922.000000 Penalty: 5384.229004
	Iteration 41Q: 3 clusters Score -6601922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6601928.500000 Penalty: 5384.229004
	Iteration 42Q: 3 clusters Score -6601928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6601947.000000 Penalty: 5384.229004
	Iteration 43Q: 3 clusters Score -6601947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6601958.000000 Penalty: 5384.229004
	Iteration 44Q: 3 clusters Score -6601958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6601962.500000 Penalty: 5384.229004
	Iteration 45Q: 3 clusters Score -6601962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6601973.000000 Penalty: 5384.229004
	Iteration 46Q: 3 clusters Score -6601973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51016 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6601973.000000 Penalty: 5384.229004
	Iteration 47Q: 3 clusters Score -6601973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6601973.500000 Penalty: 5384.229004
	Iteration 48Q: 3 clusters Score -6601974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6601988.000000 Penalty: 5384.229004
	Iteration 49Q: 3 clusters Score -6601988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6601988.000000 Penalty: 5384.229004
	Iteration 50Q: 3 clusters Score -6601988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51068 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6601994.000000 Penalty: 5384.229004
	Iteration 51Q: 3 clusters Score -6601994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6601996.000000 Penalty: 5384.229004
	Iteration 52Q: 3 clusters Score -6601996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6601992.000000 Penalty: 5384.229004
	Iteration 53Q: 3 clusters Score -6601992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6602002.000000 Penalty: 5384.229004
	Iteration 54Q: 3 clusters Score -6602002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6602001.500000 Penalty: 5384.229004
	Iteration 55Q: 3 clusters Score -6602002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6602003.500000 Penalty: 5384.229004
	Iteration 56Q: 3 clusters Score -6602004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6602011.500000 Penalty: 5384.229004
	Iteration 57Q: 3 clusters Score -6602012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51110 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6602009.000000 Penalty: 5384.229004
	Iteration 58Q: 3 clusters Score -6602009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6602005.000000 Penalty: 5384.229004
	Iteration 59Q: 3 clusters Score -6602005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6602006.500000 Penalty: 5384.229004
	Iteration 60F: 3 clusters Score -6602006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -68180.476562 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -68180.48 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 364 members 
Entering Unmasked Estep 
Score: -66514.984375 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -66514.98 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67111.250000 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -67111.25 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67877.843750 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -67877.84 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68264.312500 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -68264.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68652.648438 Penalty: 3263.308594
	Iteration 4F: 3 clusters Score -68652.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68835.960938 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -68835.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -68885.351562 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -68885.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68909.843750 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -68909.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68923.414062 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -68923.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68937.726562 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -68937.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -68969.859375 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -68969.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -69004.835938 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -69004.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -69015.937500 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -69015.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -69023.328125 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -69023.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69024.585938 Penalty: 3263.308594
	Iteration 14Q: 3 clusters Score -69024.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69024.585938 Penalty: 3263.308594
	Iteration 15F: 3 clusters Score -69024.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 51808 members 
Mstep: Class 3 contains 325 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5791 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114721 members 
Mstep: Class 9 contains 251258 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49022 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66752 members 
Mstep: Class 14 contains 204554 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34438 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126928 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39254 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 395 members 
Entering Unmasked Estep 
Score: -119291240.000000 Penalty: 78600.343750
Splitting cluster 3 changes total score from -119292088.000000 to -119291240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -210544.984375 Penalty: 1850.486816
	Iteration 0F: 2 clusters Score -210545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -208069.578125 Penalty: 3700.973633
	Iteration 0F: 3 clusters Score -208069.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -208460.843750 Penalty: 3700.973633
	Iteration 1F: 3 clusters Score -208460.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -208581.093750 Penalty: 3700.973633
	Iteration 2F: 3 clusters Score -208581.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -208636.656250 Penalty: 3700.973633
	Iteration 3Q: 3 clusters Score -208636.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -208667.640625 Penalty: 3700.973633
	Iteration 4Q: 3 clusters Score -208667.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -208686.484375 Penalty: 3700.973633
	Iteration 5Q: 3 clusters Score -208686.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -208708.953125 Penalty: 3700.973633
	Iteration 6Q: 3 clusters Score -208709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -208731.750000 Penalty: 3700.973633
	Iteration 7Q: 3 clusters Score -208731.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -208750.000000 Penalty: 3700.973633
	Iteration 8Q: 3 clusters Score -208750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -208761.468750 Penalty: 3700.973633
	Iteration 9Q: 3 clusters Score -208761.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -208771.968750 Penalty: 3700.973633
	Iteration 10Q: 3 clusters Score -208772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -208786.078125 Penalty: 3700.973633
	Iteration 11Q: 3 clusters Score -208786.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -208797.625000 Penalty: 3700.973633
	Iteration 12Q: 3 clusters Score -208797.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -208806.875000 Penalty: 3700.973633
	Iteration 13Q: 3 clusters Score -208806.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -208815.562500 Penalty: 3700.973633
	Iteration 14Q: 3 clusters Score -208815.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -208821.312500 Penalty: 3700.973633
	Iteration 15Q: 3 clusters Score -208821.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -208826.296875 Penalty: 3700.973633
	Iteration 16Q: 3 clusters Score -208826.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -208830.078125 Penalty: 3700.973633
	Iteration 17Q: 3 clusters Score -208830.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -208834.031250 Penalty: 3700.973633
	Iteration 18Q: 3 clusters Score -208834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -208839.968750 Penalty: 3700.973633
	Iteration 19Q: 3 clusters Score -208840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -208844.046875 Penalty: 3700.973633
	Iteration 20F: 3 clusters Score -208844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -208845.453125 Penalty: 3700.973633
	Iteration 21Q: 3 clusters Score -208845.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -208845.453125 Penalty: 3700.973633
	Iteration 22F: 3 clusters Score -208845.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -19696.048828 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -19696.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18593.617188 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -18593.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18733.048828 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -18733.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18796.195312 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -18796.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18807.128906 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -18807.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18810.261719 Penalty: 2663.836426
	Iteration 4Q: 3 clusters Score -18810.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18810.261719 Penalty: 2663.836426
	Iteration 5F: 3 clusters Score -18810.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Entering Unmasked Estep 
Score: -696457.062500 Penalty: 2148.687012
	Iteration 0F: 2 clusters Score -696457.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -691502.125000 Penalty: 4297.374023
	Iteration 0F: 3 clusters Score -691502.1 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -693056.750000 Penalty: 4297.374023
	Iteration 1F: 3 clusters Score -693056.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -693630.687500 Penalty: 4297.374023
	Iteration 2F: 3 clusters Score -693630.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -694047.312500 Penalty: 4297.374023
	Iteration 3F: 3 clusters Score -694047.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -694347.687500 Penalty: 4297.374023
	Iteration 4F: 3 clusters Score -694347.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -694578.625000 Penalty: 4297.374023
	Iteration 5Q: 3 clusters Score -694578.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -694754.937500 Penalty: 4297.374023
	Iteration 6Q: 3 clusters Score -694754.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -694867.625000 Penalty: 4297.374023
	Iteration 7Q: 3 clusters Score -694867.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -694944.812500 Penalty: 4297.374023
	Iteration 8Q: 3 clusters Score -694944.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -694992.750000 Penalty: 4297.374023
	Iteration 9Q: 3 clusters Score -694992.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -695031.187500 Penalty: 4297.374023
	Iteration 10Q: 3 clusters Score -695031.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -695058.562500 Penalty: 4297.374023
	Iteration 11Q: 3 clusters Score -695058.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -695081.750000 Penalty: 4297.374023
	Iteration 12Q: 3 clusters Score -695081.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -695096.750000 Penalty: 4297.374023
	Iteration 13Q: 3 clusters Score -695096.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -695108.312500 Penalty: 4297.374023
	Iteration 14Q: 3 clusters Score -695108.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -695116.250000 Penalty: 4297.374023
	Iteration 15Q: 3 clusters Score -695116.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -695127.937500 Penalty: 4297.374023
	Iteration 16Q: 3 clusters Score -695127.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -695136.062500 Penalty: 4297.374023
	Iteration 17Q: 3 clusters Score -695136.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -695140.375000 Penalty: 4297.374023
	Iteration 18Q: 3 clusters Score -695140.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -695145.125000 Penalty: 4297.374023
	Iteration 19Q: 3 clusters Score -695145.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -695146.312500 Penalty: 4297.374023
	Iteration 20F: 3 clusters Score -695146.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -695151.375000 Penalty: 4297.374023
	Iteration 21Q: 3 clusters Score -695151.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -695157.312500 Penalty: 4297.374023
	Iteration 22Q: 3 clusters Score -695157.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -695160.250000 Penalty: 4297.374023
	Iteration 23Q: 3 clusters Score -695160.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -695163.250000 Penalty: 4297.374023
	Iteration 24Q: 3 clusters Score -695163.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -695164.187500 Penalty: 4297.374023
	Iteration 25Q: 3 clusters Score -695164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -695164.937500 Penalty: 4297.374023
	Iteration 26Q: 3 clusters Score -695164.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -695164.937500 Penalty: 4297.374023
	Iteration 27F: 3 clusters Score -695164.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -57852.964844 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -57852.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56394.593750 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -56394.59 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56691.132812 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -56691.13 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -56886.257812 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -56886.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -56982.476562 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -56982.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -57080.121094 Penalty: 3104.752441
	Iteration 4F: 3 clusters Score -57080.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -57153.406250 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -57153.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -57208.058594 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -57208.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -57299.863281 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -57299.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -57346.582031 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -57346.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -57368.566406 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -57368.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -57394.828125 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -57394.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -57409.812500 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -57409.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -57418.777344 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -57418.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -57421.078125 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -57421.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -57425.937500 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -57425.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -57425.937500 Penalty: 3104.752441
	Iteration 15F: 3 clusters Score -57425.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (114721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114721 members 
Entering Unmasked Estep 
Score: -14531617.000000 Penalty: 2889.263916
	Iteration 0F: 2 clusters Score -1.453162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 57511 members 
Entering Unmasked Estep 
Score: -14454881.000000 Penalty: 5778.527832
	Iteration 0F: 3 clusters Score -1.445488e+07 nChanged 54481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56005 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -14485641.000000 Penalty: 5778.527832
	Iteration 1F: 3 clusters Score -1.448564e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55291 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
Score: -14486439.000000 Penalty: 5778.527832
	Iteration 2Q: 3 clusters Score -1.448644e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54147 members 
Mstep: Class 2 contains 60574 members 
Entering Unmasked Estep 
Score: -14487376.000000 Penalty: 5778.527832
	Iteration 3Q: 3 clusters Score -1.448738e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52424 members 
Mstep: Class 2 contains 62297 members 
Entering Unmasked Estep 
Score: -14488434.000000 Penalty: 5778.527832
	Iteration 4Q: 3 clusters Score -1.448843e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 64837 members 
Entering Unmasked Estep 
Score: -14489795.000000 Penalty: 5778.527832
	Iteration 5Q: 3 clusters Score -1.44898e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 68560 members 
Entering Unmasked Estep 
Score: -14492053.000000 Penalty: 5778.527832
	Iteration 6Q: 3 clusters Score -1.449205e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 73797 members 
Entering Unmasked Estep 
Score: -14495784.000000 Penalty: 5778.527832
	Iteration 7F: 3 clusters Score -1.449578e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 80374 members 
Entering Unmasked Estep 
Score: -14501115.000000 Penalty: 5778.527832
	Iteration 8F: 3 clusters Score -1.450112e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 87505 members 
Entering Unmasked Estep 
Score: -14507931.000000 Penalty: 5778.527832
	Iteration 9F: 3 clusters Score -1.450793e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 93669 members 
Entering Unmasked Estep 
Score: -14514001.000000 Penalty: 5778.527832
	Iteration 10F: 3 clusters Score -1.4514e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 98160 members 
Entering Unmasked Estep 
Score: -14518165.000000 Penalty: 5778.527832
	Iteration 11Q: 3 clusters Score -1.451816e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 101243 members 
Entering Unmasked Estep 
Score: -14520746.000000 Penalty: 5778.527832
	Iteration 12Q: 3 clusters Score -1.452075e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 103714 members 
Entering Unmasked Estep 
Score: -14522522.000000 Penalty: 5778.527832
	Iteration 13Q: 3 clusters Score -1.452252e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 105760 members 
Entering Unmasked Estep 
Score: -14523976.000000 Penalty: 5778.527832
	Iteration 14Q: 3 clusters Score -1.452398e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 107513 members 
Entering Unmasked Estep 
Score: -14525277.000000 Penalty: 5778.527832
	Iteration 15Q: 3 clusters Score -1.452528e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 108949 members 
Entering Unmasked Estep 
Score: -14526287.000000 Penalty: 5778.527832
	Iteration 16Q: 3 clusters Score -1.452629e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 110033 members 
Entering Unmasked Estep 
Score: -14526971.000000 Penalty: 5778.527832
	Iteration 17Q: 3 clusters Score -1.452697e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 110924 members 
Entering Unmasked Estep 
Score: -14527524.000000 Penalty: 5778.527832
	Iteration 18Q: 3 clusters Score -1.452752e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 111601 members 
Entering Unmasked Estep 
Score: -14527976.000000 Penalty: 5778.527832
	Iteration 19Q: 3 clusters Score -1.452798e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 112110 members 
Entering Unmasked Estep 
Score: -14528265.000000 Penalty: 5778.527832
	Iteration 20F: 3 clusters Score -1.452826e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 112512 members 
Entering Unmasked Estep 
Score: -14528535.000000 Penalty: 5778.527832
	Iteration 21Q: 3 clusters Score -1.452854e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 112818 members 
Entering Unmasked Estep 
Score: -14528688.000000 Penalty: 5778.527832
	Iteration 22Q: 3 clusters Score -1.452869e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 113047 members 
Entering Unmasked Estep 
Score: -14528814.000000 Penalty: 5778.527832
	Iteration 23Q: 3 clusters Score -1.452881e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 113227 members 
Entering Unmasked Estep 
Score: -14528917.000000 Penalty: 5778.527832
	Iteration 24Q: 3 clusters Score -1.452892e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 113362 members 
Entering Unmasked Estep 
Score: -14528946.000000 Penalty: 5778.527832
	Iteration 25Q: 3 clusters Score -1.452895e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 113464 members 
Entering Unmasked Estep 
Score: -14529001.000000 Penalty: 5778.527832
	Iteration 26Q: 3 clusters Score -1.4529e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 113543 members 
Entering Unmasked Estep 
Score: -14529054.000000 Penalty: 5778.527832
	Iteration 27Q: 3 clusters Score -1.452905e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 113605 members 
Entering Unmasked Estep 
Score: -14529074.000000 Penalty: 5778.527832
	Iteration 28Q: 3 clusters Score -1.452907e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 113645 members 
Entering Unmasked Estep 
Score: -14529102.000000 Penalty: 5778.527832
	Iteration 29Q: 3 clusters Score -1.45291e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 113683 members 
Entering Unmasked Estep 
Score: -14529138.000000 Penalty: 5778.527832
	Iteration 30Q: 3 clusters Score -1.452914e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 113715 members 
Entering Unmasked Estep 
Score: -14529139.000000 Penalty: 5778.527832
	Iteration 31Q: 3 clusters Score -1.452914e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 113743 members 
Entering Unmasked Estep 
Score: -14529156.000000 Penalty: 5778.527832
	Iteration 32Q: 3 clusters Score -1.452916e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 113771 members 
Entering Unmasked Estep 
Score: -14529176.000000 Penalty: 5778.527832
	Iteration 33Q: 3 clusters Score -1.452918e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 113796 members 
Entering Unmasked Estep 
Score: -14529194.000000 Penalty: 5778.527832
	Iteration 34Q: 3 clusters Score -1.452919e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 113819 members 
Entering Unmasked Estep 
Score: -14529234.000000 Penalty: 5778.527832
	Iteration 35Q: 3 clusters Score -1.452923e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 113839 members 
Entering Unmasked Estep 
Score: -14529248.000000 Penalty: 5778.527832
	Iteration 36Q: 3 clusters Score -1.452925e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 113856 members 
Entering Unmasked Estep 
Score: -14529259.000000 Penalty: 5778.527832
	Iteration 37Q: 3 clusters Score -1.452926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 113869 members 
Entering Unmasked Estep 
Score: -14529256.000000 Penalty: 5778.527832
	Iteration 38Q: 3 clusters Score -1.452926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 113878 members 
Entering Unmasked Estep 
Score: -14529270.000000 Penalty: 5778.527832
	Iteration 39Q: 3 clusters Score -1.452927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 113884 members 
Entering Unmasked Estep 
Score: -14529278.000000 Penalty: 5778.527832
	Iteration 40F: 3 clusters Score -1.452928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 113886 members 
Entering Unmasked Estep 
Score: -14529277.000000 Penalty: 5778.527832
	Iteration 41Q: 3 clusters Score -1.452928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 113893 members 
Entering Unmasked Estep 
Score: -14529284.000000 Penalty: 5778.527832
	Iteration 42Q: 3 clusters Score -1.452928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 113897 members 
Entering Unmasked Estep 
Score: -14529289.000000 Penalty: 5778.527832
	Iteration 43Q: 3 clusters Score -1.452929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 113899 members 
Entering Unmasked Estep 
Score: -14529290.000000 Penalty: 5778.527832
	Iteration 44Q: 3 clusters Score -1.452929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 113902 members 
Entering Unmasked Estep 
Score: -14529295.000000 Penalty: 5778.527832
	Iteration 45Q: 3 clusters Score -1.45293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 113909 members 
Entering Unmasked Estep 
Score: -14529294.000000 Penalty: 5778.527832
	Iteration 46Q: 3 clusters Score -1.452929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 113909 members 
Entering Unmasked Estep 
Score: -14529294.000000 Penalty: 5778.527832
	Iteration 47F: 3 clusters Score -1.452929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (251258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251258 members 
Entering Unmasked Estep 
Score: -31528780.000000 Penalty: 3083.690430
	Iteration 0F: 2 clusters Score -3.152878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125722 members 
Mstep: Class 2 contains 125536 members 
Entering Unmasked Estep 
Score: -31371526.000000 Penalty: 6167.380859
	Iteration 0F: 3 clusters Score -3.137153e+07 nChanged 121470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126820 members 
Mstep: Class 2 contains 124438 members 
Entering Unmasked Estep 
Score: -31442162.000000 Penalty: 6167.380859
	Iteration 1F: 3 clusters Score -3.144216e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127565 members 
Mstep: Class 2 contains 123693 members 
Entering Unmasked Estep 
Score: -31442902.000000 Penalty: 6167.380859
	Iteration 2Q: 3 clusters Score -3.14429e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128763 members 
Mstep: Class 2 contains 122495 members 
Entering Unmasked Estep 
Score: -31443848.000000 Penalty: 6167.380859
	Iteration 3Q: 3 clusters Score -3.144385e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130723 members 
Mstep: Class 2 contains 120535 members 
Entering Unmasked Estep 
Score: -31445074.000000 Penalty: 6167.380859
	Iteration 4Q: 3 clusters Score -3.144507e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133729 members 
Mstep: Class 2 contains 117529 members 
Entering Unmasked Estep 
Score: -31446460.000000 Penalty: 6167.380859
	Iteration 5Q: 3 clusters Score -3.144646e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138431 members 
Mstep: Class 2 contains 112827 members 
Entering Unmasked Estep 
Score: -31448994.000000 Penalty: 6167.380859
	Iteration 6Q: 3 clusters Score -3.144899e+07 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145464 members 
Mstep: Class 2 contains 105794 members 
Entering Unmasked Estep 
Score: -31453364.000000 Penalty: 6167.380859
	Iteration 7Q: 3 clusters Score -3.145336e+07 nChanged 13631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155477 members 
Mstep: Class 2 contains 95781 members 
Entering Unmasked Estep 
Score: -31461030.000000 Penalty: 6167.380859
	Iteration 8F: 3 clusters Score -3.146103e+07 nChanged 17216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168955 members 
Mstep: Class 2 contains 82303 members 
Entering Unmasked Estep 
Score: -31473246.000000 Penalty: 6167.380859
	Iteration 9F: 3 clusters Score -3.147325e+07 nChanged 18842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183979 members 
Mstep: Class 2 contains 67279 members 
Entering Unmasked Estep 
Score: -31488984.000000 Penalty: 6167.380859
	Iteration 10F: 3 clusters Score -3.148898e+07 nChanged 16785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197112 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -31503436.000000 Penalty: 6167.380859
	Iteration 11F: 3 clusters Score -3.150344e+07 nChanged 12549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206541 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -31513522.000000 Penalty: 6167.380859
	Iteration 12Q: 3 clusters Score -3.151352e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212919 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -31518100.000000 Penalty: 6167.380859
	Iteration 13Q: 3 clusters Score -3.15181e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218053 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -31520926.000000 Penalty: 6167.380859
	Iteration 14Q: 3 clusters Score -3.152093e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222300 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -31522690.000000 Penalty: 6167.380859
	Iteration 15Q: 3 clusters Score -3.152269e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225850 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -31524196.000000 Penalty: 6167.380859
	Iteration 16Q: 3 clusters Score -3.15242e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228699 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -31525296.000000 Penalty: 6167.380859
	Iteration 17Q: 3 clusters Score -3.15253e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230996 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -31526312.000000 Penalty: 6167.380859
	Iteration 18Q: 3 clusters Score -3.152631e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232828 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -31526718.000000 Penalty: 6167.380859
	Iteration 19Q: 3 clusters Score -3.152672e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234327 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -31527062.000000 Penalty: 6167.380859
	Iteration 20F: 3 clusters Score -3.152706e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235586 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -31527426.000000 Penalty: 6167.380859
	Iteration 21Q: 3 clusters Score -3.152743e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236642 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -31527590.000000 Penalty: 6167.380859
	Iteration 22Q: 3 clusters Score -3.152759e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237591 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -31527782.000000 Penalty: 6167.380859
	Iteration 23Q: 3 clusters Score -3.152778e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238482 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -31527838.000000 Penalty: 6167.380859
	Iteration 24Q: 3 clusters Score -3.152784e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239267 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -31527816.000000 Penalty: 6167.380859
	Iteration 25Q: 3 clusters Score -3.152782e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240012 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -31527902.000000 Penalty: 6167.380859
	Iteration 26Q: 3 clusters Score -3.15279e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240700 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -31527912.000000 Penalty: 6167.380859
	Iteration 27Q: 3 clusters Score -3.152791e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241292 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -31527982.000000 Penalty: 6167.380859
	Iteration 28Q: 3 clusters Score -3.152798e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241804 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -31527992.000000 Penalty: 6167.380859
	Iteration 29Q: 3 clusters Score -3.152799e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242298 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -31528038.000000 Penalty: 6167.380859
	Iteration 30Q: 3 clusters Score -3.152804e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242757 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -31527998.000000 Penalty: 6167.380859
	Iteration 31Q: 3 clusters Score -3.1528e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243142 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -31527962.000000 Penalty: 6167.380859
	Iteration 32Q: 3 clusters Score -3.152796e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243484 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -31527964.000000 Penalty: 6167.380859
	Iteration 33Q: 3 clusters Score -3.152796e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243822 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -31527964.000000 Penalty: 6167.380859
	Iteration 34Q: 3 clusters Score -3.152796e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244110 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -31527954.000000 Penalty: 6167.380859
	Iteration 35Q: 3 clusters Score -3.152795e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244364 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -31527954.000000 Penalty: 6167.380859
	Iteration 36Q: 3 clusters Score -3.152795e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244620 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -31527910.000000 Penalty: 6167.380859
	Iteration 37Q: 3 clusters Score -3.152791e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244846 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -31527868.000000 Penalty: 6167.380859
	Iteration 38Q: 3 clusters Score -3.152787e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245042 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -31527806.000000 Penalty: 6167.380859
	Iteration 39Q: 3 clusters Score -3.152781e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245216 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -31527754.000000 Penalty: 6167.380859
	Iteration 40F: 3 clusters Score -3.152775e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245369 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -31527748.000000 Penalty: 6167.380859
	Iteration 41Q: 3 clusters Score -3.152775e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245529 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -31527738.000000 Penalty: 6167.380859
	Iteration 42Q: 3 clusters Score -3.152774e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245678 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -31527728.000000 Penalty: 6167.380859
	Iteration 43Q: 3 clusters Score -3.152773e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245815 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -31527720.000000 Penalty: 6167.380859
	Iteration 44Q: 3 clusters Score -3.152772e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245947 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -31527726.000000 Penalty: 6167.380859
	Iteration 45Q: 3 clusters Score -3.152773e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246078 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -31527710.000000 Penalty: 6167.380859
	Iteration 46Q: 3 clusters Score -3.152771e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246192 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -31527696.000000 Penalty: 6167.380859
	Iteration 47Q: 3 clusters Score -3.15277e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246304 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -31527648.000000 Penalty: 6167.380859
	Iteration 48Q: 3 clusters Score -3.152765e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246410 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -31527628.000000 Penalty: 6167.380859
	Iteration 49Q: 3 clusters Score -3.152763e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246499 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -31527596.000000 Penalty: 6167.380859
	Iteration 50Q: 3 clusters Score -3.15276e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246604 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -31527574.000000 Penalty: 6167.380859
	Iteration 51Q: 3 clusters Score -3.152757e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246691 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -31527574.000000 Penalty: 6167.380859
	Iteration 52Q: 3 clusters Score -3.152757e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246777 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -31527578.000000 Penalty: 6167.380859
	Iteration 53Q: 3 clusters Score -3.152758e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246861 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -31527530.000000 Penalty: 6167.380859
	Iteration 54Q: 3 clusters Score -3.152753e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246950 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -31527466.000000 Penalty: 6167.380859
	Iteration 55Q: 3 clusters Score -3.152747e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247015 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -31527468.000000 Penalty: 6167.380859
	Iteration 56Q: 3 clusters Score -3.152747e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247104 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -31527450.000000 Penalty: 6167.380859
	Iteration 57Q: 3 clusters Score -3.152745e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247183 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -31527428.000000 Penalty: 6167.380859
	Iteration 58Q: 3 clusters Score -3.152743e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247266 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -31527400.000000 Penalty: 6167.380859
	Iteration 59Q: 3 clusters Score -3.15274e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247341 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -31527416.000000 Penalty: 6167.380859
	Iteration 60F: 3 clusters Score -3.152742e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247398 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -31527410.000000 Penalty: 6167.380859
	Iteration 61Q: 3 clusters Score -3.152741e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247470 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -31527368.000000 Penalty: 6167.380859
	Iteration 62Q: 3 clusters Score -3.152737e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247546 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -31527366.000000 Penalty: 6167.380859
	Iteration 63Q: 3 clusters Score -3.152737e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247619 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -31527388.000000 Penalty: 6167.380859
	Iteration 64Q: 3 clusters Score -3.152739e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247683 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -31527370.000000 Penalty: 6167.380859
	Iteration 65Q: 3 clusters Score -3.152737e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247753 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -31527320.000000 Penalty: 6167.380859
	Iteration 66Q: 3 clusters Score -3.152732e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247811 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -31527292.000000 Penalty: 6167.380859
	Iteration 67Q: 3 clusters Score -3.152729e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247852 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -31527264.000000 Penalty: 6167.380859
	Iteration 68Q: 3 clusters Score -3.152726e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247893 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -31527194.000000 Penalty: 6167.380859
	Iteration 69Q: 3 clusters Score -3.152719e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247931 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -31527162.000000 Penalty: 6167.380859
	Iteration 70Q: 3 clusters Score -3.152716e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247972 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -31527152.000000 Penalty: 6167.380859
	Iteration 71Q: 3 clusters Score -3.152715e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248015 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -31527180.000000 Penalty: 6167.380859
	Iteration 72Q: 3 clusters Score -3.152718e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248073 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -31527158.000000 Penalty: 6167.380859
	Iteration 73Q: 3 clusters Score -3.152716e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248122 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -31527168.000000 Penalty: 6167.380859
	Iteration 74Q: 3 clusters Score -3.152717e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248171 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -31527122.000000 Penalty: 6167.380859
	Iteration 75Q: 3 clusters Score -3.152712e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248215 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -31527140.000000 Penalty: 6167.380859
	Iteration 76Q: 3 clusters Score -3.152714e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248265 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -31527104.000000 Penalty: 6167.380859
	Iteration 77Q: 3 clusters Score -3.15271e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248311 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -31527138.000000 Penalty: 6167.380859
	Iteration 78Q: 3 clusters Score -3.152714e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248355 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -31527102.000000 Penalty: 6167.380859
	Iteration 79Q: 3 clusters Score -3.15271e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248389 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -31527108.000000 Penalty: 6167.380859
	Iteration 80F: 3 clusters Score -3.152711e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248420 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -31527030.000000 Penalty: 6167.380859
	Iteration 81Q: 3 clusters Score -3.152703e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248457 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -31527030.000000 Penalty: 6167.380859
	Iteration 82Q: 3 clusters Score -3.152703e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248500 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -31527016.000000 Penalty: 6167.380859
	Iteration 83Q: 3 clusters Score -3.152702e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248535 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -31526990.000000 Penalty: 6167.380859
	Iteration 84Q: 3 clusters Score -3.152699e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248563 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -31526996.000000 Penalty: 6167.380859
	Iteration 85Q: 3 clusters Score -3.1527e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248587 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -31526974.000000 Penalty: 6167.380859
	Iteration 86Q: 3 clusters Score -3.152697e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248611 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -31526978.000000 Penalty: 6167.380859
	Iteration 87Q: 3 clusters Score -3.152698e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248636 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -31526972.000000 Penalty: 6167.380859
	Iteration 88Q: 3 clusters Score -3.152697e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248660 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -31526952.000000 Penalty: 6167.380859
	Iteration 89Q: 3 clusters Score -3.152695e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248689 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -31526940.000000 Penalty: 6167.380859
	Iteration 90Q: 3 clusters Score -3.152694e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248709 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -31526960.000000 Penalty: 6167.380859
	Iteration 91Q: 3 clusters Score -3.152696e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248729 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -31526952.000000 Penalty: 6167.380859
	Iteration 92Q: 3 clusters Score -3.152695e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248742 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -31526922.000000 Penalty: 6167.380859
	Iteration 93Q: 3 clusters Score -3.152692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248757 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -31526970.000000 Penalty: 6167.380859
	Iteration 94Q: 3 clusters Score -3.152697e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248774 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -31526960.000000 Penalty: 6167.380859
	Iteration 95Q: 3 clusters Score -3.152696e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248790 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -31526966.000000 Penalty: 6167.380859
	Iteration 96Q: 3 clusters Score -3.152697e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248804 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -31526952.000000 Penalty: 6167.380859
	Iteration 97Q: 3 clusters Score -3.152695e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248821 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -31526942.000000 Penalty: 6167.380859
	Iteration 98Q: 3 clusters Score -3.152694e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248844 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -31526948.000000 Penalty: 6167.380859
	Iteration 99Q: 3 clusters Score -3.152695e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248872 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -31526944.000000 Penalty: 6167.380859
	Iteration 100F: 3 clusters Score -3.152694e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248901 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -31526954.000000 Penalty: 6167.380859
	Iteration 101Q: 3 clusters Score -3.152695e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248921 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -31526950.000000 Penalty: 6167.380859
	Iteration 102Q: 3 clusters Score -3.152695e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248941 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -31526928.000000 Penalty: 6167.380859
	Iteration 103Q: 3 clusters Score -3.152693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248955 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -31526898.000000 Penalty: 6167.380859
	Iteration 104Q: 3 clusters Score -3.15269e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248970 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -31526902.000000 Penalty: 6167.380859
	Iteration 105Q: 3 clusters Score -3.15269e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248990 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -31526880.000000 Penalty: 6167.380859
	Iteration 106Q: 3 clusters Score -3.152688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249009 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -31526888.000000 Penalty: 6167.380859
	Iteration 107Q: 3 clusters Score -3.152689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249024 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -31526894.000000 Penalty: 6167.380859
	Iteration 108Q: 3 clusters Score -3.152689e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249041 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -31526902.000000 Penalty: 6167.380859
	Iteration 109Q: 3 clusters Score -3.15269e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249060 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -31526926.000000 Penalty: 6167.380859
	Iteration 110Q: 3 clusters Score -3.152693e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249079 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -31526898.000000 Penalty: 6167.380859
	Iteration 111Q: 3 clusters Score -3.15269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249094 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -31526910.000000 Penalty: 6167.380859
	Iteration 112Q: 3 clusters Score -3.152691e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249114 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -31526930.000000 Penalty: 6167.380859
	Iteration 113Q: 3 clusters Score -3.152693e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249130 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -31526922.000000 Penalty: 6167.380859
	Iteration 114Q: 3 clusters Score -3.152692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249143 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -31526910.000000 Penalty: 6167.380859
	Iteration 115Q: 3 clusters Score -3.152691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249154 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -31526900.000000 Penalty: 6167.380859
	Iteration 116Q: 3 clusters Score -3.15269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249161 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -31526882.000000 Penalty: 6167.380859
	Iteration 117Q: 3 clusters Score -3.152688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249169 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -31526870.000000 Penalty: 6167.380859
	Iteration 118Q: 3 clusters Score -3.152687e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249175 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -31526894.000000 Penalty: 6167.380859
	Iteration 119Q: 3 clusters Score -3.152689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249186 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -31526878.000000 Penalty: 6167.380859
	Iteration 120F: 3 clusters Score -3.152688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249200 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -31526868.000000 Penalty: 6167.380859
	Iteration 121Q: 3 clusters Score -3.152687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249213 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -31526848.000000 Penalty: 6167.380859
	Iteration 122Q: 3 clusters Score -3.152685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249223 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -31526872.000000 Penalty: 6167.380859
	Iteration 123Q: 3 clusters Score -3.152687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249236 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -31526848.000000 Penalty: 6167.380859
	Iteration 124Q: 3 clusters Score -3.152685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249244 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -31526824.000000 Penalty: 6167.380859
	Iteration 125Q: 3 clusters Score -3.152682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249249 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -31526842.000000 Penalty: 6167.380859
	Iteration 126Q: 3 clusters Score -3.152684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249255 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -31526860.000000 Penalty: 6167.380859
	Iteration 127Q: 3 clusters Score -3.152686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249263 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -31526840.000000 Penalty: 6167.380859
	Iteration 128Q: 3 clusters Score -3.152684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249269 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -31526826.000000 Penalty: 6167.380859
	Iteration 129Q: 3 clusters Score -3.152683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249276 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -31526836.000000 Penalty: 6167.380859
	Iteration 130Q: 3 clusters Score -3.152684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249281 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -31526846.000000 Penalty: 6167.380859
	Iteration 131Q: 3 clusters Score -3.152685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249292 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -31526838.000000 Penalty: 6167.380859
	Iteration 132Q: 3 clusters Score -3.152684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249308 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -31526826.000000 Penalty: 6167.380859
	Iteration 133Q: 3 clusters Score -3.152683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249322 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -31526822.000000 Penalty: 6167.380859
	Iteration 134Q: 3 clusters Score -3.152682e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249337 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -31526820.000000 Penalty: 6167.380859
	Iteration 135Q: 3 clusters Score -3.152682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249349 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -31526792.000000 Penalty: 6167.380859
	Iteration 136Q: 3 clusters Score -3.152679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249356 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -31526810.000000 Penalty: 6167.380859
	Iteration 137Q: 3 clusters Score -3.152681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249363 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -31526810.000000 Penalty: 6167.380859
	Iteration 138Q: 3 clusters Score -3.152681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249367 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -31526816.000000 Penalty: 6167.380859
	Iteration 139Q: 3 clusters Score -3.152682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249375 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -31526810.000000 Penalty: 6167.380859
	Iteration 140F: 3 clusters Score -3.152681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249384 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -31526800.000000 Penalty: 6167.380859
	Iteration 141Q: 3 clusters Score -3.15268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249394 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -31526810.000000 Penalty: 6167.380859
	Iteration 142Q: 3 clusters Score -3.152681e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249407 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -31526808.000000 Penalty: 6167.380859
	Iteration 143Q: 3 clusters Score -3.152681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249418 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -31526788.000000 Penalty: 6167.380859
	Iteration 144Q: 3 clusters Score -3.152679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249423 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -31526790.000000 Penalty: 6167.380859
	Iteration 145Q: 3 clusters Score -3.152679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249428 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -31526780.000000 Penalty: 6167.380859
	Iteration 146Q: 3 clusters Score -3.152678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249431 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -31526768.000000 Penalty: 6167.380859
	Iteration 147Q: 3 clusters Score -3.152677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249434 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -31526768.000000 Penalty: 6167.380859
	Iteration 148Q: 3 clusters Score -3.152677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249436 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -31526760.000000 Penalty: 6167.380859
	Iteration 149Q: 3 clusters Score -3.152676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249438 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -31526772.000000 Penalty: 6167.380859
	Iteration 150Q: 3 clusters Score -3.152677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249438 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -31526772.000000 Penalty: 6167.380859
	Iteration 151F: 3 clusters Score -3.152677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -50012.171875 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -50012.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48569.796875 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -48569.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48822.523438 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -48822.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48985.320312 Penalty: 3063.229980
	Iteration 2Q: 3 clusters Score -48985.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49182.800781 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -49182.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49474.023438 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -49474.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49599.386719 Penalty: 3063.229980
	Iteration 5F: 3 clusters Score -49599.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -49739.355469 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -49739.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -49886.894531 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -49886.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -49934.968750 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -49934.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -49942.761719 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -49942.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49944.515625 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -49944.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49944.515625 Penalty: 3063.229980
	Iteration 11F: 3 clusters Score -49944.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Entering Unmasked Estep 
Score: -6230676.000000 Penalty: 2678.406006
	Iteration 0F: 2 clusters Score -6230676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -6197740.000000 Penalty: 5356.812012
	Iteration 0F: 3 clusters Score -6197740 nChanged 22688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -6210112.500000 Penalty: 5356.812012
	Iteration 1F: 3 clusters Score -6210112 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -6210626.500000 Penalty: 5356.812012
	Iteration 2Q: 3 clusters Score -6210626 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -6211213.000000 Penalty: 5356.812012
	Iteration 3Q: 3 clusters Score -6211213 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -6211944.000000 Penalty: 5356.812012
	Iteration 4Q: 3 clusters Score -6211944 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -6212850.500000 Penalty: 5356.812012
	Iteration 5Q: 3 clusters Score -6212850 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -6214289.500000 Penalty: 5356.812012
	Iteration 6F: 3 clusters Score -6214290 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -6216428.000000 Penalty: 5356.812012
	Iteration 7F: 3 clusters Score -6216428 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -6219279.500000 Penalty: 5356.812012
	Iteration 8F: 3 clusters Score -6219280 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -6222434.500000 Penalty: 5356.812012
	Iteration 9F: 3 clusters Score -6222434 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -6225161.000000 Penalty: 5356.812012
	Iteration 10F: 3 clusters Score -6225161 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -6227003.000000 Penalty: 5356.812012
	Iteration 11Q: 3 clusters Score -6227003 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -6227923.500000 Penalty: 5356.812012
	Iteration 12Q: 3 clusters Score -6227924 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -6228395.000000 Penalty: 5356.812012
	Iteration 13Q: 3 clusters Score -6228395 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -6228625.000000 Penalty: 5356.812012
	Iteration 14Q: 3 clusters Score -6228625 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -6228766.500000 Penalty: 5356.812012
	Iteration 15Q: 3 clusters Score -6228766 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -6228870.000000 Penalty: 5356.812012
	Iteration 16Q: 3 clusters Score -6228870 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -6228935.500000 Penalty: 5356.812012
	Iteration 17Q: 3 clusters Score -6228936 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -6229020.500000 Penalty: 5356.812012
	Iteration 18Q: 3 clusters Score -6229020 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -6229105.500000 Penalty: 5356.812012
	Iteration 19Q: 3 clusters Score -6229106 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -6229154.500000 Penalty: 5356.812012
	Iteration 20F: 3 clusters Score -6229154 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -6229191.500000 Penalty: 5356.812012
	Iteration 21Q: 3 clusters Score -6229192 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -6229208.500000 Penalty: 5356.812012
	Iteration 22Q: 3 clusters Score -6229208 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -6229228.500000 Penalty: 5356.812012
	Iteration 23Q: 3 clusters Score -6229228 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -6229261.000000 Penalty: 5356.812012
	Iteration 24Q: 3 clusters Score -6229261 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -6229276.000000 Penalty: 5356.812012
	Iteration 25Q: 3 clusters Score -6229276 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -6229276.500000 Penalty: 5356.812012
	Iteration 26Q: 3 clusters Score -6229276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -6229276.500000 Penalty: 5356.812012
	Iteration 27Q: 3 clusters Score -6229276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -6229273.000000 Penalty: 5356.812012
	Iteration 28Q: 3 clusters Score -6229273 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -6229291.500000 Penalty: 5356.812012
	Iteration 29Q: 3 clusters Score -6229292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -6229284.000000 Penalty: 5356.812012
	Iteration 30Q: 3 clusters Score -6229284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -6229287.500000 Penalty: 5356.812012
	Iteration 31Q: 3 clusters Score -6229288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -6229287.000000 Penalty: 5356.812012
	Iteration 32Q: 3 clusters Score -6229287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -6229303.000000 Penalty: 5356.812012
	Iteration 33Q: 3 clusters Score -6229303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -6229319.000000 Penalty: 5356.812012
	Iteration 34Q: 3 clusters Score -6229319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -6229304.000000 Penalty: 5356.812012
	Iteration 35Q: 3 clusters Score -6229304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -6229317.500000 Penalty: 5356.812012
	Iteration 36Q: 3 clusters Score -6229318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -6229323.000000 Penalty: 5356.812012
	Iteration 37Q: 3 clusters Score -6229323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -6229327.000000 Penalty: 5356.812012
	Iteration 38Q: 3 clusters Score -6229327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -6229323.000000 Penalty: 5356.812012
	Iteration 39Q: 3 clusters Score -6229323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -6229329.500000 Penalty: 5356.812012
	Iteration 40F: 3 clusters Score -6229330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -6229328.000000 Penalty: 5356.812012
	Iteration 41Q: 3 clusters Score -6229328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -6229330.000000 Penalty: 5356.812012
	Iteration 42Q: 3 clusters Score -6229330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -6229337.500000 Penalty: 5356.812012
	Iteration 43Q: 3 clusters Score -6229338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -6229335.500000 Penalty: 5356.812012
	Iteration 44Q: 3 clusters Score -6229336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -6229336.500000 Penalty: 5356.812012
	Iteration 45Q: 3 clusters Score -6229336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -6229338.500000 Penalty: 5356.812012
	Iteration 46Q: 3 clusters Score -6229338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -6229340.500000 Penalty: 5356.812012
	Iteration 47Q: 3 clusters Score -6229340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -6229347.000000 Penalty: 5356.812012
	Iteration 48Q: 3 clusters Score -6229347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -6229350.500000 Penalty: 5356.812012
	Iteration 49Q: 3 clusters Score -6229350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -6229348.000000 Penalty: 5356.812012
	Iteration 50Q: 3 clusters Score -6229348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -6229353.000000 Penalty: 5356.812012
	Iteration 51Q: 3 clusters Score -6229353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -6229349.500000 Penalty: 5356.812012
	Iteration 52Q: 3 clusters Score -6229350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -6229348.500000 Penalty: 5356.812012
	Iteration 53Q: 3 clusters Score -6229348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -6229337.000000 Penalty: 5356.812012
	Iteration 54Q: 3 clusters Score -6229337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -6229340.500000 Penalty: 5356.812012
	Iteration 55Q: 3 clusters Score -6229340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -6229347.500000 Penalty: 5356.812012
	Iteration 56Q: 3 clusters Score -6229348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -6229340.500000 Penalty: 5356.812012
	Iteration 57Q: 3 clusters Score -6229340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -6229347.500000 Penalty: 5356.812012
	Iteration 58Q: 3 clusters Score -6229348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -6229355.000000 Penalty: 5356.812012
	Iteration 59Q: 3 clusters Score -6229355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -6229355.000000 Penalty: 5356.812012
	Iteration 60F: 3 clusters Score -6229355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -6229353.000000 Penalty: 5356.812012
	Iteration 61Q: 3 clusters Score -6229353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -6229355.500000 Penalty: 5356.812012
	Iteration 62Q: 3 clusters Score -6229356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -6229355.000000 Penalty: 5356.812012
	Iteration 63Q: 3 clusters Score -6229355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -6229352.500000 Penalty: 5356.812012
	Iteration 64Q: 3 clusters Score -6229352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -6229352.500000 Penalty: 5356.812012
	Iteration 65F: 3 clusters Score -6229352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Entering Unmasked Estep 
Score: -127049.015625 Penalty: 1725.695190
	Iteration 0F: 2 clusters Score -127049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -125060.960938 Penalty: 3451.390381
	Iteration 0F: 3 clusters Score -125061 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -125356.453125 Penalty: 3451.390381
	Iteration 1F: 3 clusters Score -125356.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -125447.500000 Penalty: 3451.390381
	Iteration 2F: 3 clusters Score -125447.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -125484.726562 Penalty: 3451.390381
	Iteration 3Q: 3 clusters Score -125484.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -125501.671875 Penalty: 3451.390381
	Iteration 4Q: 3 clusters Score -125501.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -125511.640625 Penalty: 3451.390381
	Iteration 5Q: 3 clusters Score -125511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -125517.656250 Penalty: 3451.390381
	Iteration 6Q: 3 clusters Score -125517.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -125520.554688 Penalty: 3451.390381
	Iteration 7Q: 3 clusters Score -125520.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -125527.421875 Penalty: 3451.390381
	Iteration 8Q: 3 clusters Score -125527.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -125532.937500 Penalty: 3451.390381
	Iteration 9Q: 3 clusters Score -125532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -125533.750000 Penalty: 3451.390381
	Iteration 10Q: 3 clusters Score -125533.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -125533.750000 Penalty: 3451.390381
	Iteration 11F: 3 clusters Score -125533.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66752 members 
Entering Unmasked Estep 
Score: -8186287.000000 Penalty: 2754.967529
	Iteration 0F: 2 clusters Score -8186287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -8141167.500000 Penalty: 5509.935059
	Iteration 0F: 3 clusters Score -8141168 nChanged 31268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -8158834.000000 Penalty: 5509.935059
	Iteration 1F: 3 clusters Score -8158834 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -8159397.000000 Penalty: 5509.935059
	Iteration 2Q: 3 clusters Score -8159397 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -8160009.500000 Penalty: 5509.935059
	Iteration 3Q: 3 clusters Score -8160010 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -8160707.500000 Penalty: 5509.935059
	Iteration 4Q: 3 clusters Score -8160708 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -8161620.000000 Penalty: 5509.935059
	Iteration 5Q: 3 clusters Score -8161620 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -8163065.500000 Penalty: 5509.935059
	Iteration 6Q: 3 clusters Score -8163066 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -8165445.000000 Penalty: 5509.935059
	Iteration 7F: 3 clusters Score -8165445 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -8169047.500000 Penalty: 5509.935059
	Iteration 8F: 3 clusters Score -8169048 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -8173853.000000 Penalty: 5509.935059
	Iteration 9F: 3 clusters Score -8173853 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
Score: -8178489.000000 Penalty: 5509.935059
	Iteration 10F: 3 clusters Score -8178489 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 64411 members 
Entering Unmasked Estep 
Score: -8181674.000000 Penalty: 5509.935059
	Iteration 11Q: 3 clusters Score -8181674 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 65864 members 
Entering Unmasked Estep 
Score: -8183130.500000 Penalty: 5509.935059
	Iteration 12Q: 3 clusters Score -8183130 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 66326 members 
Entering Unmasked Estep 
Score: -8183692.500000 Penalty: 5509.935059
	Iteration 13Q: 3 clusters Score -8183692 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 66456 members 
Entering Unmasked Estep 
Score: -8183867.000000 Penalty: 5509.935059
	Iteration 14Q: 3 clusters Score -8183867 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 66507 members 
Entering Unmasked Estep 
Score: -8183942.500000 Penalty: 5509.935059
	Iteration 15Q: 3 clusters Score -8183942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 66531 members 
Entering Unmasked Estep 
Score: -8183994.000000 Penalty: 5509.935059
	Iteration 16Q: 3 clusters Score -8183994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 66547 members 
Entering Unmasked Estep 
Score: -8184028.000000 Penalty: 5509.935059
	Iteration 17Q: 3 clusters Score -8184028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 66558 members 
Entering Unmasked Estep 
Score: -8184038.500000 Penalty: 5509.935059
	Iteration 18Q: 3 clusters Score -8184038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -8184046.500000 Penalty: 5509.935059
	Iteration 19Q: 3 clusters Score -8184046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 66563 members 
Entering Unmasked Estep 
Score: -8184056.500000 Penalty: 5509.935059
	Iteration 20F: 3 clusters Score -8184056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -8184059.000000 Penalty: 5509.935059
	Iteration 21Q: 3 clusters Score -8184059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 66563 members 
Entering Unmasked Estep 
Score: -8184061.500000 Penalty: 5509.935059
	Iteration 22Q: 3 clusters Score -8184062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 66563 members 
Entering Unmasked Estep 
Score: -8184063.000000 Penalty: 5509.935059
	Iteration 23Q: 3 clusters Score -8184063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 66566 members 
Entering Unmasked Estep 
Score: -8184068.500000 Penalty: 5509.935059
	Iteration 24Q: 3 clusters Score -8184068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -8184066.500000 Penalty: 5509.935059
	Iteration 25Q: 3 clusters Score -8184066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 66568 members 
Entering Unmasked Estep 
Score: -8184072.500000 Penalty: 5509.935059
	Iteration 26Q: 3 clusters Score -8184072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -8184074.500000 Penalty: 5509.935059
	Iteration 27Q: 3 clusters Score -8184074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -8184074.500000 Penalty: 5509.935059
	Iteration 28F: 3 clusters Score -8184074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (204554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204554 members 
Entering Unmasked Estep 
Score: -25735236.000000 Penalty: 3032.689697
	Iteration 0F: 2 clusters Score -2.573524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102234 members 
Mstep: Class 2 contains 102320 members 
Entering Unmasked Estep 
Score: -25600950.000000 Penalty: 6065.379395
	Iteration 0F: 3 clusters Score -2.560095e+07 nChanged 98483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102457 members 
Mstep: Class 2 contains 102097 members 
Entering Unmasked Estep 
Score: -25659362.000000 Penalty: 6065.379395
	Iteration 1F: 3 clusters Score -2.565936e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102376 members 
Mstep: Class 2 contains 102178 members 
Entering Unmasked Estep 
Score: -25660888.000000 Penalty: 6065.379395
	Iteration 2Q: 3 clusters Score -2.566089e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102352 members 
Mstep: Class 2 contains 102202 members 
Entering Unmasked Estep 
Score: -25662710.000000 Penalty: 6065.379395
	Iteration 3Q: 3 clusters Score -2.566271e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102387 members 
Mstep: Class 2 contains 102167 members 
Entering Unmasked Estep 
Score: -25665064.000000 Penalty: 6065.379395
	Iteration 4Q: 3 clusters Score -2.566506e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102518 members 
Mstep: Class 2 contains 102036 members 
Entering Unmasked Estep 
Score: -25668000.000000 Penalty: 6065.379395
	Iteration 5Q: 3 clusters Score -2.5668e+07 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102947 members 
Mstep: Class 2 contains 101607 members 
Entering Unmasked Estep 
Score: -25671646.000000 Penalty: 6065.379395
	Iteration 6Q: 3 clusters Score -2.567165e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103593 members 
Mstep: Class 2 contains 100961 members 
Entering Unmasked Estep 
Score: -25676318.000000 Penalty: 6065.379395
	Iteration 7Q: 3 clusters Score -2.567632e+07 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104652 members 
Mstep: Class 2 contains 99902 members 
Entering Unmasked Estep 
Score: -25682938.000000 Penalty: 6065.379395
	Iteration 8F: 3 clusters Score -2.568294e+07 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105756 members 
Mstep: Class 2 contains 98798 members 
Entering Unmasked Estep 
Score: -25690044.000000 Penalty: 6065.379395
	Iteration 9F: 3 clusters Score -2.569004e+07 nChanged 11487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106831 members 
Mstep: Class 2 contains 97723 members 
Entering Unmasked Estep 
Score: -25696486.000000 Penalty: 6065.379395
	Iteration 10F: 3 clusters Score -2.569649e+07 nChanged 10163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108068 members 
Mstep: Class 2 contains 96486 members 
Entering Unmasked Estep 
Score: -25701532.000000 Penalty: 6065.379395
	Iteration 11Q: 3 clusters Score -2.570153e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109249 members 
Mstep: Class 2 contains 95305 members 
Entering Unmasked Estep 
Score: -25704470.000000 Penalty: 6065.379395
	Iteration 12Q: 3 clusters Score -2.570447e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110273 members 
Mstep: Class 2 contains 94281 members 
Entering Unmasked Estep 
Score: -25706298.000000 Penalty: 6065.379395
	Iteration 13Q: 3 clusters Score -2.57063e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111115 members 
Mstep: Class 2 contains 93439 members 
Entering Unmasked Estep 
Score: -25707230.000000 Penalty: 6065.379395
	Iteration 14Q: 3 clusters Score -2.570723e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111929 members 
Mstep: Class 2 contains 92625 members 
Entering Unmasked Estep 
Score: -25708040.000000 Penalty: 6065.379395
	Iteration 15Q: 3 clusters Score -2.570804e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112683 members 
Mstep: Class 2 contains 91871 members 
Entering Unmasked Estep 
Score: -25708804.000000 Penalty: 6065.379395
	Iteration 16Q: 3 clusters Score -2.57088e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113411 members 
Mstep: Class 2 contains 91143 members 
Entering Unmasked Estep 
Score: -25709384.000000 Penalty: 6065.379395
	Iteration 17Q: 3 clusters Score -2.570938e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114193 members 
Mstep: Class 2 contains 90361 members 
Entering Unmasked Estep 
Score: -25709870.000000 Penalty: 6065.379395
	Iteration 18Q: 3 clusters Score -2.570987e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114964 members 
Mstep: Class 2 contains 89590 members 
Entering Unmasked Estep 
Score: -25710348.000000 Penalty: 6065.379395
	Iteration 19Q: 3 clusters Score -2.571035e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115707 members 
Mstep: Class 2 contains 88847 members 
Entering Unmasked Estep 
Score: -25710924.000000 Penalty: 6065.379395
	Iteration 20F: 3 clusters Score -2.571092e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116412 members 
Mstep: Class 2 contains 88142 members 
Entering Unmasked Estep 
Score: -25711196.000000 Penalty: 6065.379395
	Iteration 21Q: 3 clusters Score -2.57112e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117086 members 
Mstep: Class 2 contains 87468 members 
Entering Unmasked Estep 
Score: -25711466.000000 Penalty: 6065.379395
	Iteration 22Q: 3 clusters Score -2.571147e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117676 members 
Mstep: Class 2 contains 86878 members 
Entering Unmasked Estep 
Score: -25711768.000000 Penalty: 6065.379395
	Iteration 23Q: 3 clusters Score -2.571177e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118239 members 
Mstep: Class 2 contains 86315 members 
Entering Unmasked Estep 
Score: -25711976.000000 Penalty: 6065.379395
	Iteration 24Q: 3 clusters Score -2.571198e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118770 members 
Mstep: Class 2 contains 85784 members 
Entering Unmasked Estep 
Score: -25712104.000000 Penalty: 6065.379395
	Iteration 25Q: 3 clusters Score -2.57121e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119219 members 
Mstep: Class 2 contains 85335 members 
Entering Unmasked Estep 
Score: -25712288.000000 Penalty: 6065.379395
	Iteration 26Q: 3 clusters Score -2.571229e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119701 members 
Mstep: Class 2 contains 84853 members 
Entering Unmasked Estep 
Score: -25712516.000000 Penalty: 6065.379395
	Iteration 27Q: 3 clusters Score -2.571252e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120229 members 
Mstep: Class 2 contains 84325 members 
Entering Unmasked Estep 
Score: -25712712.000000 Penalty: 6065.379395
	Iteration 28Q: 3 clusters Score -2.571271e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120767 members 
Mstep: Class 2 contains 83787 members 
Entering Unmasked Estep 
Score: -25712888.000000 Penalty: 6065.379395
	Iteration 29Q: 3 clusters Score -2.571289e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121287 members 
Mstep: Class 2 contains 83267 members 
Entering Unmasked Estep 
Score: -25713136.000000 Penalty: 6065.379395
	Iteration 30Q: 3 clusters Score -2.571314e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121746 members 
Mstep: Class 2 contains 82808 members 
Entering Unmasked Estep 
Score: -25713272.000000 Penalty: 6065.379395
	Iteration 31Q: 3 clusters Score -2.571327e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122296 members 
Mstep: Class 2 contains 82258 members 
Entering Unmasked Estep 
Score: -25713514.000000 Penalty: 6065.379395
	Iteration 32Q: 3 clusters Score -2.571351e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122901 members 
Mstep: Class 2 contains 81653 members 
Entering Unmasked Estep 
Score: -25713680.000000 Penalty: 6065.379395
	Iteration 33Q: 3 clusters Score -2.571368e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123524 members 
Mstep: Class 2 contains 81030 members 
Entering Unmasked Estep 
Score: -25713788.000000 Penalty: 6065.379395
	Iteration 34Q: 3 clusters Score -2.571379e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124142 members 
Mstep: Class 2 contains 80412 members 
Entering Unmasked Estep 
Score: -25713944.000000 Penalty: 6065.379395
	Iteration 35Q: 3 clusters Score -2.571394e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124802 members 
Mstep: Class 2 contains 79752 members 
Entering Unmasked Estep 
Score: -25714144.000000 Penalty: 6065.379395
	Iteration 36Q: 3 clusters Score -2.571414e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125457 members 
Mstep: Class 2 contains 79097 members 
Entering Unmasked Estep 
Score: -25714318.000000 Penalty: 6065.379395
	Iteration 37Q: 3 clusters Score -2.571432e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126145 members 
Mstep: Class 2 contains 78409 members 
Entering Unmasked Estep 
Score: -25714532.000000 Penalty: 6065.379395
	Iteration 38Q: 3 clusters Score -2.571453e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126950 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -25714836.000000 Penalty: 6065.379395
	Iteration 39Q: 3 clusters Score -2.571484e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127801 members 
Mstep: Class 2 contains 76753 members 
Entering Unmasked Estep 
Score: -25715164.000000 Penalty: 6065.379395
	Iteration 40F: 3 clusters Score -2.571516e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128742 members 
Mstep: Class 2 contains 75812 members 
Entering Unmasked Estep 
Score: -25715556.000000 Penalty: 6065.379395
	Iteration 41Q: 3 clusters Score -2.571556e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129816 members 
Mstep: Class 2 contains 74738 members 
Entering Unmasked Estep 
Score: -25715946.000000 Penalty: 6065.379395
	Iteration 42Q: 3 clusters Score -2.571595e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131045 members 
Mstep: Class 2 contains 73509 members 
Entering Unmasked Estep 
Score: -25716506.000000 Penalty: 6065.379395
	Iteration 43Q: 3 clusters Score -2.571651e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132487 members 
Mstep: Class 2 contains 72067 members 
Entering Unmasked Estep 
Score: -25717210.000000 Penalty: 6065.379395
	Iteration 44Q: 3 clusters Score -2.571721e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134144 members 
Mstep: Class 2 contains 70410 members 
Entering Unmasked Estep 
Score: -25718054.000000 Penalty: 6065.379395
	Iteration 45Q: 3 clusters Score -2.571805e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135950 members 
Mstep: Class 2 contains 68604 members 
Entering Unmasked Estep 
Score: -25719172.000000 Penalty: 6065.379395
	Iteration 46Q: 3 clusters Score -2.571917e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137884 members 
Mstep: Class 2 contains 66670 members 
Entering Unmasked Estep 
Score: -25720242.000000 Penalty: 6065.379395
	Iteration 47Q: 3 clusters Score -2.572024e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139974 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -25721048.000000 Penalty: 6065.379395
	Iteration 48Q: 3 clusters Score -2.572105e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142123 members 
Mstep: Class 2 contains 62431 members 
Entering Unmasked Estep 
Score: -25722038.000000 Penalty: 6065.379395
	Iteration 49Q: 3 clusters Score -2.572204e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144243 members 
Mstep: Class 2 contains 60311 members 
Entering Unmasked Estep 
Score: -25722982.000000 Penalty: 6065.379395
	Iteration 50Q: 3 clusters Score -2.572298e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146331 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -25723452.000000 Penalty: 6065.379395
	Iteration 51Q: 3 clusters Score -2.572345e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148320 members 
Mstep: Class 2 contains 56234 members 
Entering Unmasked Estep 
Score: -25723900.000000 Penalty: 6065.379395
	Iteration 52Q: 3 clusters Score -2.57239e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150232 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -25724404.000000 Penalty: 6065.379395
	Iteration 53Q: 3 clusters Score -2.57244e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152141 members 
Mstep: Class 2 contains 52413 members 
Entering Unmasked Estep 
Score: -25724708.000000 Penalty: 6065.379395
	Iteration 54Q: 3 clusters Score -2.572471e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154003 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -25724970.000000 Penalty: 6065.379395
	Iteration 55Q: 3 clusters Score -2.572497e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155899 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -25725164.000000 Penalty: 6065.379395
	Iteration 56Q: 3 clusters Score -2.572516e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157807 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -25725470.000000 Penalty: 6065.379395
	Iteration 57Q: 3 clusters Score -2.572547e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159712 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -25725828.000000 Penalty: 6065.379395
	Iteration 58Q: 3 clusters Score -2.572583e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161538 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -25726250.000000 Penalty: 6065.379395
	Iteration 59Q: 3 clusters Score -2.572625e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163348 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -25726558.000000 Penalty: 6065.379395
	Iteration 60F: 3 clusters Score -2.572656e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165162 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -25726828.000000 Penalty: 6065.379395
	Iteration 61Q: 3 clusters Score -2.572683e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166907 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -25727184.000000 Penalty: 6065.379395
	Iteration 62Q: 3 clusters Score -2.572718e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168671 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -25727450.000000 Penalty: 6065.379395
	Iteration 63Q: 3 clusters Score -2.572745e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170508 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -25727816.000000 Penalty: 6065.379395
	Iteration 64Q: 3 clusters Score -2.572782e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172315 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -25728266.000000 Penalty: 6065.379395
	Iteration 65Q: 3 clusters Score -2.572827e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174151 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -25728802.000000 Penalty: 6065.379395
	Iteration 66Q: 3 clusters Score -2.57288e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175952 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -25729192.000000 Penalty: 6065.379395
	Iteration 67Q: 3 clusters Score -2.572919e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177706 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -25729580.000000 Penalty: 6065.379395
	Iteration 68Q: 3 clusters Score -2.572958e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179376 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -25729864.000000 Penalty: 6065.379395
	Iteration 69Q: 3 clusters Score -2.572986e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180983 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -25730094.000000 Penalty: 6065.379395
	Iteration 70Q: 3 clusters Score -2.573009e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182494 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -25730268.000000 Penalty: 6065.379395
	Iteration 71Q: 3 clusters Score -2.573027e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183903 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -25730574.000000 Penalty: 6065.379395
	Iteration 72Q: 3 clusters Score -2.573057e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185215 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -25730816.000000 Penalty: 6065.379395
	Iteration 73Q: 3 clusters Score -2.573082e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186429 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -25731020.000000 Penalty: 6065.379395
	Iteration 74Q: 3 clusters Score -2.573102e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187601 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -25731114.000000 Penalty: 6065.379395
	Iteration 75Q: 3 clusters Score -2.573111e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188664 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -25731286.000000 Penalty: 6065.379395
	Iteration 76Q: 3 clusters Score -2.573129e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189672 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -25731572.000000 Penalty: 6065.379395
	Iteration 77Q: 3 clusters Score -2.573157e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190581 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -25731656.000000 Penalty: 6065.379395
	Iteration 78Q: 3 clusters Score -2.573166e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191399 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -25731842.000000 Penalty: 6065.379395
	Iteration 79Q: 3 clusters Score -2.573184e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192167 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -25731970.000000 Penalty: 6065.379395
	Iteration 80F: 3 clusters Score -2.573197e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192882 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -25732122.000000 Penalty: 6065.379395
	Iteration 81Q: 3 clusters Score -2.573212e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193527 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.573227e+07 nChanged 591
Entering Unmasked Mstep 
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Mstep: Class 1 contains 194116 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.573244e+07 nChanged 561
Entering Unmasked Mstep 
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Mstep: Class 1 contains 194667 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.573246e+07 nChanged 499
Entering Unmasked Mstep 
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Mstep: Class 1 contains 195160 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.573261e+07 nChanged 443
Entering Unmasked Mstep 
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Mstep: Class 1 contains 195601 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.573273e+07 nChanged 398
Entering Unmasked Mstep 
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Mstep: Class 1 contains 195999 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.573287e+07 nChanged 388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 196383 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.573293e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196734 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.57329e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197060 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.573295e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197378 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.573304e+07 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 197695 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.57331e+07 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 197966 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.573312e+07 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 198195 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.573314e+07 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 198399 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.573317e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198576 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.573321e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198742 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.573329e+07 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 198889 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.573328e+07 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 199022 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.573324e+07 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 199158 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2.573327e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199282 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.573328e+07 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 199412 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.573327e+07 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 199515 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.573327e+07 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.57333e+07 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 199698 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.57333e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.573334e+07 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 199850 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.573335e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 199913 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.573337e+07 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 199960 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.573336e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200012 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.573339e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200058 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.573341e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200098 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.573342e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200154 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.573343e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200203 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.573343e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200249 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.573345e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.573348e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200319 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.573347e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.573348e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.57335e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200397 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.573351e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200413 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.573352e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200425 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.573352e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200440 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.573353e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200460 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.573356e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200483 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.573355e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200510 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.573353e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200523 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.573354e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200537 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.573355e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.573355e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200577 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.573357e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200600 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.573357e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200630 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.573355e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.573357e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.573356e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.573357e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200734 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.573355e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.573355e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200770 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.573356e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200787 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.573355e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200806 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2.573355e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200825 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.573356e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200843 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.573356e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200851 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.573355e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200861 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.573354e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200873 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.573354e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200883 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.573354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200888 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.573355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200894 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.573352e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200902 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.573352e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200907 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.573351e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200918 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.573351e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200926 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.573351e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2.573352e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 200946 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.573353e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.573351e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.573353e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.573352e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.573356e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201008 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2.573355e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201024 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2.573353e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201039 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2.573354e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.573354e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201057 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -25733542.000000 Penalty: 6065.379395
	Iteration 163Q: 3 clusters Score -2.573354e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201062 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2.573355e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201061 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2.573355e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201060 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2.573355e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201059 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2.573355e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2.573356e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201063 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.573356e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 201063 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.573355e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -25733556.000000 Penalty: 6065.379395
	Iteration 171Q: 3 clusters Score -2.573356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201062 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -25733578.000000 Penalty: 6065.379395
	Iteration 172Q: 3 clusters Score -2.573358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201062 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -25733554.000000 Penalty: 6065.379395
	Iteration 173Q: 3 clusters Score -2.573355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201063 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -25733556.000000 Penalty: 6065.379395
	Iteration 174Q: 3 clusters Score -2.573356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201064 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -25733544.000000 Penalty: 6065.379395
	Iteration 175Q: 3 clusters Score -2.573354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201065 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -25733550.000000 Penalty: 6065.379395
	Iteration 176Q: 3 clusters Score -2.573355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201065 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -25733550.000000 Penalty: 6065.379395
	Iteration 177F: 3 clusters Score -2.573355e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -284818.562500 Penalty: 1926.805908
	Iteration 0F: 2 clusters Score -284818.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -281956.187500 Penalty: 3853.611816
	Iteration 0F: 3 clusters Score -281956.2 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -282518.156250 Penalty: 3853.611816
	Iteration 1F: 3 clusters Score -282518.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -282651.500000 Penalty: 3853.611816
	Iteration 2F: 3 clusters Score -282651.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -282735.812500 Penalty: 3853.611816
	Iteration 3Q: 3 clusters Score -282735.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -282798.593750 Penalty: 3853.611816
	Iteration 4Q: 3 clusters Score -282798.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -282837.125000 Penalty: 3853.611816
	Iteration 5Q: 3 clusters Score -282837.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -282882.656250 Penalty: 3853.611816
	Iteration 6Q: 3 clusters Score -282882.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -282930.906250 Penalty: 3853.611816
	Iteration 7Q: 3 clusters Score -282930.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -282973.375000 Penalty: 3853.611816
	Iteration 8Q: 3 clusters Score -282973.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -282994.218750 Penalty: 3853.611816
	Iteration 9Q: 3 clusters Score -282994.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -283016.500000 Penalty: 3853.611816
	Iteration 10Q: 3 clusters Score -283016.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -283037.500000 Penalty: 3853.611816
	Iteration 11Q: 3 clusters Score -283037.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -283051.343750 Penalty: 3853.611816
	Iteration 12Q: 3 clusters Score -283051.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -283070.562500 Penalty: 3853.611816
	Iteration 13Q: 3 clusters Score -283070.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -283097.062500 Penalty: 3853.611816
	Iteration 14Q: 3 clusters Score -283097.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -283129.062500 Penalty: 3853.611816
	Iteration 15Q: 3 clusters Score -283129.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -283163.781250 Penalty: 3853.611816
	Iteration 16Q: 3 clusters Score -283163.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -283207.343750 Penalty: 3853.611816
	Iteration 17Q: 3 clusters Score -283207.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -283269.906250 Penalty: 3853.611816
	Iteration 18Q: 3 clusters Score -283269.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -283367.906250 Penalty: 3853.611816
	Iteration 19Q: 3 clusters Score -283367.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -283485.250000 Penalty: 3853.611816
	Iteration 20F: 3 clusters Score -283485.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -283643.750000 Penalty: 3853.611816
	Iteration 21Q: 3 clusters Score -283643.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -283862.125000 Penalty: 3853.611816
	Iteration 22Q: 3 clusters Score -283862.1 nChanged 113
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: -284070.531250 Penalty: 3853.611816
	Iteration 23Q: 3 clusters Score -284070.5 nChanged 79
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: -284213.687500 Penalty: 3853.611816
	Iteration 24Q: 3 clusters Score -284213.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -284301.906250 Penalty: 3853.611816
	Iteration 25Q: 3 clusters Score -284301.9 nChanged 37
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: -284341.437500 Penalty: 3853.611816
	Iteration 26Q: 3 clusters Score -284341.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -284355.312500 Penalty: 3853.611816
	Iteration 27Q: 3 clusters Score -284355.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -284366.593750 Penalty: 3853.611816
	Iteration 28Q: 3 clusters Score -284366.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -284372.062500 Penalty: 3853.611816
	Iteration 29Q: 3 clusters Score -284372.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -284374.343750 Penalty: 3853.611816
	Iteration 30Q: 3 clusters Score -284374.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -284375.718750 Penalty: 3853.611816
	Iteration 31Q: 3 clusters Score -284375.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -284377.812500 Penalty: 3853.611816
	Iteration 32Q: 3 clusters Score -284377.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -284378.125000 Penalty: 3853.611816
	Iteration 33Q: 3 clusters Score -284378.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -284378.625000 Penalty: 3853.611816
	Iteration 34F: 3 clusters Score -284378.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -284379.093750 Penalty: 3853.611816
	Iteration 35Q: 3 clusters Score -284379.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -284379.093750 Penalty: 3853.611816
	Iteration 36F: 3 clusters Score -284379.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Entering Unmasked Estep 
Score: -4391302.500000 Penalty: 2590.834961
	Iteration 0F: 2 clusters Score -4391302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -4367731.500000 Penalty: 5181.669922
	Iteration 0F: 3 clusters Score -4367732 nChanged 15772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -4376295.000000 Penalty: 5181.669922
	Iteration 1F: 3 clusters Score -4376295 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -4376812.000000 Penalty: 5181.669922
	Iteration 2Q: 3 clusters Score -4376812 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -4377306.000000 Penalty: 5181.669922
	Iteration 3Q: 3 clusters Score -4377306 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -4377955.000000 Penalty: 5181.669922
	Iteration 4Q: 3 clusters Score -4377955 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -4378768.000000 Penalty: 5181.669922
	Iteration 5Q: 3 clusters Score -4378768 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -4379685.000000 Penalty: 5181.669922
	Iteration 6F: 3 clusters Score -4379685 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -4380809.000000 Penalty: 5181.669922
	Iteration 7F: 3 clusters Score -4380809 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -4382402.000000 Penalty: 5181.669922
	Iteration 8F: 3 clusters Score -4382402 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -4384274.000000 Penalty: 5181.669922
	Iteration 9F: 3 clusters Score -4384274 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -4385646.000000 Penalty: 5181.669922
	Iteration 10F: 3 clusters Score -4385646 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -4386396.500000 Penalty: 5181.669922
	Iteration 11Q: 3 clusters Score -4386396 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -4386747.500000 Penalty: 5181.669922
	Iteration 12Q: 3 clusters Score -4386748 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -4386934.500000 Penalty: 5181.669922
	Iteration 13Q: 3 clusters Score -4386934 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -4387079.000000 Penalty: 5181.669922
	Iteration 14Q: 3 clusters Score -4387079 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -4387154.500000 Penalty: 5181.669922
	Iteration 15Q: 3 clusters Score -4387154 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -4387236.000000 Penalty: 5181.669922
	Iteration 16Q: 3 clusters Score -4387236 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -4387302.500000 Penalty: 5181.669922
	Iteration 17Q: 3 clusters Score -4387302 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -4387381.500000 Penalty: 5181.669922
	Iteration 18Q: 3 clusters Score -4387382 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -4387447.500000 Penalty: 5181.669922
	Iteration 19Q: 3 clusters Score -4387448 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -4387534.000000 Penalty: 5181.669922
	Iteration 20F: 3 clusters Score -4387534 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -4387624.000000 Penalty: 5181.669922
	Iteration 21Q: 3 clusters Score -4387624 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -4387689.500000 Penalty: 5181.669922
	Iteration 22Q: 3 clusters Score -4387690 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -4387750.000000 Penalty: 5181.669922
	Iteration 23Q: 3 clusters Score -4387750 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -4387820.000000 Penalty: 5181.669922
	Iteration 24Q: 3 clusters Score -4387820 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -4387908.000000 Penalty: 5181.669922
	Iteration 25Q: 3 clusters Score -4387908 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -4387968.500000 Penalty: 5181.669922
	Iteration 26Q: 3 clusters Score -4387968 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -4388015.500000 Penalty: 5181.669922
	Iteration 27Q: 3 clusters Score -4388016 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -4388081.500000 Penalty: 5181.669922
	Iteration 28Q: 3 clusters Score -4388082 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -4388154.500000 Penalty: 5181.669922
	Iteration 29Q: 3 clusters Score -4388154 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -4388218.000000 Penalty: 5181.669922
	Iteration 30Q: 3 clusters Score -4388218 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -4388283.000000 Penalty: 5181.669922
	Iteration 31Q: 3 clusters Score -4388283 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -4388366.000000 Penalty: 5181.669922
	Iteration 32Q: 3 clusters Score -4388366 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -4388416.000000 Penalty: 5181.669922
	Iteration 33Q: 3 clusters Score -4388416 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -4388491.000000 Penalty: 5181.669922
	Iteration 34Q: 3 clusters Score -4388491 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -4388560.500000 Penalty: 5181.669922
	Iteration 35Q: 3 clusters Score -4388560 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -4388611.000000 Penalty: 5181.669922
	Iteration 36Q: 3 clusters Score -4388611 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -4388671.000000 Penalty: 5181.669922
	Iteration 37Q: 3 clusters Score -4388671 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -4388721.500000 Penalty: 5181.669922
	Iteration 38Q: 3 clusters Score -4388722 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -4388760.500000 Penalty: 5181.669922
	Iteration 39Q: 3 clusters Score -4388760 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -4388820.500000 Penalty: 5181.669922
	Iteration 40F: 3 clusters Score -4388820 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4388862.000000 Penalty: 5181.669922
	Iteration 41Q: 3 clusters Score -4388862 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4388884.500000 Penalty: 5181.669922
	Iteration 42Q: 3 clusters Score -4388884 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4388908.000000 Penalty: 5181.669922
	Iteration 43Q: 3 clusters Score -4388908 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4388925.000000 Penalty: 5181.669922
	Iteration 44Q: 3 clusters Score -4388925 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4388972.500000 Penalty: 5181.669922
	Iteration 45Q: 3 clusters Score -4388972 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4388985.500000 Penalty: 5181.669922
	Iteration 46Q: 3 clusters Score -4388986 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4389011.000000 Penalty: 5181.669922
	Iteration 47Q: 3 clusters Score -4389011 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4389043.000000 Penalty: 5181.669922
	Iteration 48Q: 3 clusters Score -4389043 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -4389080.000000 Penalty: 5181.669922
	Iteration 49Q: 3 clusters Score -4389080 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4389096.000000 Penalty: 5181.669922
	Iteration 50Q: 3 clusters Score -4389096 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4389112.500000 Penalty: 5181.669922
	Iteration 51Q: 3 clusters Score -4389112 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4389139.500000 Penalty: 5181.669922
	Iteration 52Q: 3 clusters Score -4389140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4389147.500000 Penalty: 5181.669922
	Iteration 53Q: 3 clusters Score -4389148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4389154.000000 Penalty: 5181.669922
	Iteration 54Q: 3 clusters Score -4389154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4389188.500000 Penalty: 5181.669922
	Iteration 55Q: 3 clusters Score -4389188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4389190.000000 Penalty: 5181.669922
	Iteration 56Q: 3 clusters Score -4389190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4389194.500000 Penalty: 5181.669922
	Iteration 57Q: 3 clusters Score -4389194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4389200.500000 Penalty: 5181.669922
	Iteration 58Q: 3 clusters Score -4389200 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4389236.000000 Penalty: 5181.669922
	Iteration 59Q: 3 clusters Score -4389236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4389244.500000 Penalty: 5181.669922
	Iteration 60F: 3 clusters Score -4389244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4389258.500000 Penalty: 5181.669922
	Iteration 61Q: 3 clusters Score -4389258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4389273.500000 Penalty: 5181.669922
	Iteration 62Q: 3 clusters Score -4389274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4389295.000000 Penalty: 5181.669922
	Iteration 63Q: 3 clusters Score -4389295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4389296.500000 Penalty: 5181.669922
	Iteration 64Q: 3 clusters Score -4389296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4389311.500000 Penalty: 5181.669922
	Iteration 65Q: 3 clusters Score -4389312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4389321.000000 Penalty: 5181.669922
	Iteration 66Q: 3 clusters Score -4389321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4389331.500000 Penalty: 5181.669922
	Iteration 67Q: 3 clusters Score -4389332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4389330.000000 Penalty: 5181.669922
	Iteration 68Q: 3 clusters Score -4389330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4389354.500000 Penalty: 5181.669922
	Iteration 69Q: 3 clusters Score -4389354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4389359.500000 Penalty: 5181.669922
	Iteration 70Q: 3 clusters Score -4389360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4389363.500000 Penalty: 5181.669922
	Iteration 71Q: 3 clusters Score -4389364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4389375.000000 Penalty: 5181.669922
	Iteration 72Q: 3 clusters Score -4389375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4389381.000000 Penalty: 5181.669922
	Iteration 73Q: 3 clusters Score -4389381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4389380.000000 Penalty: 5181.669922
	Iteration 74Q: 3 clusters Score -4389380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4389384.500000 Penalty: 5181.669922
	Iteration 75Q: 3 clusters Score -4389384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4389392.500000 Penalty: 5181.669922
	Iteration 76Q: 3 clusters Score -4389392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4389400.000000 Penalty: 5181.669922
	Iteration 77Q: 3 clusters Score -4389400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4389402.500000 Penalty: 5181.669922
	Iteration 78Q: 3 clusters Score -4389402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4389410.000000 Penalty: 5181.669922
	Iteration 79Q: 3 clusters Score -4389410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4389412.500000 Penalty: 5181.669922
	Iteration 80F: 3 clusters Score -4389412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4389417.500000 Penalty: 5181.669922
	Iteration 81Q: 3 clusters Score -4389418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4389420.000000 Penalty: 5181.669922
	Iteration 82Q: 3 clusters Score -4389420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4389421.000000 Penalty: 5181.669922
	Iteration 83Q: 3 clusters Score -4389421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4389422.500000 Penalty: 5181.669922
	Iteration 84Q: 3 clusters Score -4389422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4389427.000000 Penalty: 5181.669922
	Iteration 85Q: 3 clusters Score -4389427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4389428.500000 Penalty: 5181.669922
	Iteration 86Q: 3 clusters Score -4389428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4389428.500000 Penalty: 5181.669922
	Iteration 87Q: 3 clusters Score -4389428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4389428.000000 Penalty: 5181.669922
	Iteration 88Q: 3 clusters Score -4389428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4389426.000000 Penalty: 5181.669922
	Iteration 89Q: 3 clusters Score -4389426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4389427.000000 Penalty: 5181.669922
	Iteration 90Q: 3 clusters Score -4389427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4389421.000000 Penalty: 5181.669922
	Iteration 91Q: 3 clusters Score -4389421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4389423.000000 Penalty: 5181.669922
	Iteration 92Q: 3 clusters Score -4389423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4389426.500000 Penalty: 5181.669922
	Iteration 93Q: 3 clusters Score -4389426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4389425.500000 Penalty: 5181.669922
	Iteration 94Q: 3 clusters Score -4389426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4389422.500000 Penalty: 5181.669922
	Iteration 95Q: 3 clusters Score -4389422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4389427.000000 Penalty: 5181.669922
	Iteration 96Q: 3 clusters Score -4389427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4389429.500000 Penalty: 5181.669922
	Iteration 97Q: 3 clusters Score -4389430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4389430.000000 Penalty: 5181.669922
	Iteration 98Q: 3 clusters Score -4389430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4389432.000000 Penalty: 5181.669922
	Iteration 99Q: 3 clusters Score -4389432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4389430.500000 Penalty: 5181.669922
	Iteration 100F: 3 clusters Score -4389430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4389431.500000 Penalty: 5181.669922
	Iteration 101Q: 3 clusters Score -4389432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4389431.500000 Penalty: 5181.669922
	Iteration 102Q: 3 clusters Score -4389432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4389431.500000 Penalty: 5181.669922
	Iteration 103F: 3 clusters Score -4389432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -52417.074219 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -52417.07 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 268 members 
Entering Unmasked Estep 
Score: -50894.085938 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -50894.09 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51174.609375 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -51174.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51307.828125 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -51307.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51378.781250 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -51378.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51482.964844 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -51482.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51589.660156 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -51589.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51726.039062 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -51726.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51827.125000 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -51827.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52045.847656 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -52045.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -52534.656250 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -52534.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52678.699219 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -52678.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -52938.101562 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -52938.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -53074.640625 Penalty: 3097.106689
	Iteration 12Q: 3 clusters Score -53074.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53167.574219 Penalty: 3097.106689
	Iteration 13Q: 3 clusters Score -53167.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -53178.984375 Penalty: 3097.106689
	Iteration 14Q: 3 clusters Score -53178.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -53178.984375 Penalty: 3097.106689
	Iteration 15F: 3 clusters Score -53178.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 51808 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5791 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114721 members 
Mstep: Class 9 contains 251258 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49022 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66752 members 
Mstep: Class 14 contains 204554 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34438 members 
Mstep: Class 17 contains 304 members 
Mstep: Class 18 contains 126928 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39254 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 211 members 
Entering Unmasked Estep 
Score: -119291096.000000 Penalty: 78600.343750
Splitting cluster 17 changes total score from -119292088.000000 to -119291096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (126928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126928 members 
Entering Unmasked Estep 
Score: -16031194.000000 Penalty: 2914.341064
	Iteration 0F: 2 clusters Score -1.603119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63338 members 
Mstep: Class 2 contains 63590 members 
Entering Unmasked Estep 
Score: -15946422.000000 Penalty: 5828.682129
	Iteration 0F: 3 clusters Score -1.594642e+07 nChanged 60425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62019 members 
Mstep: Class 2 contains 64909 members 
Entering Unmasked Estep 
Score: -15981108.000000 Penalty: 5828.682129
	Iteration 1F: 3 clusters Score -1.598111e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 65890 members 
Entering Unmasked Estep 
Score: -15981947.000000 Penalty: 5828.682129
	Iteration 2Q: 3 clusters Score -1.598195e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 67326 members 
Entering Unmasked Estep 
Score: -15982734.000000 Penalty: 5828.682129
	Iteration 3Q: 3 clusters Score -1.598273e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 69486 members 
Entering Unmasked Estep 
Score: -15983799.000000 Penalty: 5828.682129
	Iteration 4Q: 3 clusters Score -1.59838e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 72690 members 
Entering Unmasked Estep 
Score: -15985297.000000 Penalty: 5828.682129
	Iteration 5Q: 3 clusters Score -1.59853e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49598 members 
Mstep: Class 2 contains 77330 members 
Entering Unmasked Estep 
Score: -15987523.000000 Penalty: 5828.682129
	Iteration 6Q: 3 clusters Score -1.598752e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 84029 members 
Entering Unmasked Estep 
Score: -15991560.000000 Penalty: 5828.682129
	Iteration 7F: 3 clusters Score -1.599156e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 92960 members 
Entering Unmasked Estep 
Score: -15998219.000000 Penalty: 5828.682129
	Iteration 8F: 3 clusters Score -1.599822e+07 nChanged 10356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 103290 members 
Entering Unmasked Estep 
Score: -16007220.000000 Penalty: 5828.682129
	Iteration 9F: 3 clusters Score -1.600722e+07 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 112963 members 
Entering Unmasked Estep 
Score: -16016497.000000 Penalty: 5828.682129
	Iteration 10F: 3 clusters Score -1.60165e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 119517 members 
Entering Unmasked Estep 
Score: -16022731.000000 Penalty: 5828.682129
	Iteration 11F: 3 clusters Score -1.602273e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 123122 members 
Entering Unmasked Estep 
Score: -16025907.000000 Penalty: 5828.682129
	Iteration 12Q: 3 clusters Score -1.602591e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 124804 members 
Entering Unmasked Estep 
Score: -16027294.000000 Penalty: 5828.682129
	Iteration 13Q: 3 clusters Score -1.602729e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 125574 members 
Entering Unmasked Estep 
Score: -16027981.000000 Penalty: 5828.682129
	Iteration 14Q: 3 clusters Score -1.602798e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 125900 members 
Entering Unmasked Estep 
Score: -16028260.000000 Penalty: 5828.682129
	Iteration 15Q: 3 clusters Score -1.602826e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 126083 members 
Entering Unmasked Estep 
Score: -16028454.000000 Penalty: 5828.682129
	Iteration 16Q: 3 clusters Score -1.602845e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 126189 members 
Entering Unmasked Estep 
Score: -16028575.000000 Penalty: 5828.682129
	Iteration 17Q: 3 clusters Score -1.602858e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 126249 members 
Entering Unmasked Estep 
Score: -16028610.000000 Penalty: 5828.682129
	Iteration 18Q: 3 clusters Score -1.602861e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 126286 members 
Entering Unmasked Estep 
Score: -16028645.000000 Penalty: 5828.682129
	Iteration 19Q: 3 clusters Score -1.602864e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 126309 members 
Entering Unmasked Estep 
Score: -16028670.000000 Penalty: 5828.682129
	Iteration 20F: 3 clusters Score -1.602867e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 126331 members 
Entering Unmasked Estep 
Score: -16028673.000000 Penalty: 5828.682129
	Iteration 21Q: 3 clusters Score -1.602867e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 126347 members 
Entering Unmasked Estep 
Score: -16028673.000000 Penalty: 5828.682129
	Iteration 22Q: 3 clusters Score -1.602867e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 126364 members 
Entering Unmasked Estep 
Score: -16028695.000000 Penalty: 5828.682129
	Iteration 23Q: 3 clusters Score -1.60287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 126372 members 
Entering Unmasked Estep 
Score: -16028695.000000 Penalty: 5828.682129
	Iteration 24Q: 3 clusters Score -1.60287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 126380 members 
Entering Unmasked Estep 
Score: -16028699.000000 Penalty: 5828.682129
	Iteration 25Q: 3 clusters Score -1.60287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 126383 members 
Entering Unmasked Estep 
Score: -16028709.000000 Penalty: 5828.682129
	Iteration 26Q: 3 clusters Score -1.602871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 126389 members 
Entering Unmasked Estep 
Score: -16028718.000000 Penalty: 5828.682129
	Iteration 27Q: 3 clusters Score -1.602872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 126388 members 
Entering Unmasked Estep 
Score: -16028721.000000 Penalty: 5828.682129
	Iteration 28Q: 3 clusters Score -1.602872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 126388 members 
Entering Unmasked Estep 
Score: -16028719.000000 Penalty: 5828.682129
	Iteration 29Q: 3 clusters Score -1.602872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 126393 members 
Entering Unmasked Estep 
Score: -16028718.000000 Penalty: 5828.682129
	Iteration 30Q: 3 clusters Score -1.602872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 126396 members 
Entering Unmasked Estep 
Score: -16028731.000000 Penalty: 5828.682129
	Iteration 31Q: 3 clusters Score -1.602873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 126397 members 
Entering Unmasked Estep 
Score: -16028739.000000 Penalty: 5828.682129
	Iteration 32Q: 3 clusters Score -1.602874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 126398 members 
Entering Unmasked Estep 
Score: -16028740.000000 Penalty: 5828.682129
	Iteration 33Q: 3 clusters Score -1.602874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 126399 members 
Entering Unmasked Estep 
Score: -16028739.000000 Penalty: 5828.682129
	Iteration 34Q: 3 clusters Score -1.602874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 126400 members 
Entering Unmasked Estep 
Score: -16028747.000000 Penalty: 5828.682129
	Iteration 35Q: 3 clusters Score -1.602875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 126400 members 
Entering Unmasked Estep 
Score: -16028747.000000 Penalty: 5828.682129
	Iteration 36F: 3 clusters Score -1.602875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -55095.140625 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -55095.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53578.101562 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -53578.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53905.527344 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -53905.53 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54334.003906 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -54334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54737.320312 Penalty: 3110.410156
	Iteration 3F: 3 clusters Score -54737.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -55016.578125 Penalty: 3110.410156
	Iteration 4F: 3 clusters Score -55016.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -55185.941406 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -55185.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -55307.730469 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -55307.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -55399.113281 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -55399.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -55662.640625 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -55662.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -55813.671875 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -55813.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -55844.015625 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -55844.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -55860.035156 Penalty: 3110.410156
	Iteration 11Q: 3 clusters Score -55860.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -55860.035156 Penalty: 3110.410156
	Iteration 12F: 3 clusters Score -55860.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 51808 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5791 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114721 members 
Mstep: Class 9 contains 251258 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49022 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66752 members 
Mstep: Class 14 contains 204554 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34438 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126928 members 
Mstep: Class 19 contains 195 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39254 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 334 members 
Entering Unmasked Estep 
Score: -119291088.000000 Penalty: 78600.343750
Splitting cluster 19 changes total score from -119292088.000000 to -119291088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -13928.078125 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -13928.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12941.157227 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -12941.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13083.258789 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -13083.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13124.360352 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -13124.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13132.134766 Penalty: 2514.176514
	Iteration 3Q: 3 clusters Score -13132.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13141.955078 Penalty: 2514.176514
	Iteration 4Q: 3 clusters Score -13141.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13146.082031 Penalty: 2514.176514
	Iteration 5Q: 3 clusters Score -13146.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13146.082031 Penalty: 2514.176514
	Iteration 6F: 3 clusters Score -13146.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Entering Unmasked Estep 
Score: -5001918.000000 Penalty: 2623.296387
	Iteration 0F: 2 clusters Score -5001918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -4975328.500000 Penalty: 5246.592773
	Iteration 0F: 3 clusters Score -4975328 nChanged 17968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -4985193.000000 Penalty: 5246.592773
	Iteration 1F: 3 clusters Score -4985193 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -4985689.000000 Penalty: 5246.592773
	Iteration 2Q: 3 clusters Score -4985689 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -4986141.500000 Penalty: 5246.592773
	Iteration 3Q: 3 clusters Score -4986142 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -4986619.000000 Penalty: 5246.592773
	Iteration 4Q: 3 clusters Score -4986619 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -4987271.500000 Penalty: 5246.592773
	Iteration 5Q: 3 clusters Score -4987272 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -4988110.000000 Penalty: 5246.592773
	Iteration 6Q: 3 clusters Score -4988110 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -4989282.000000 Penalty: 5246.592773
	Iteration 7Q: 3 clusters Score -4989282 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -4990822.000000 Penalty: 5246.592773
	Iteration 8F: 3 clusters Score -4990822 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -4992513.000000 Penalty: 5246.592773
	Iteration 9F: 3 clusters Score -4992513 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -4994021.500000 Penalty: 5246.592773
	Iteration 10F: 3 clusters Score -4994022 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -4995100.000000 Penalty: 5246.592773
	Iteration 11Q: 3 clusters Score -4995100 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -4995745.000000 Penalty: 5246.592773
	Iteration 12Q: 3 clusters Score -4995745 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -4996155.000000 Penalty: 5246.592773
	Iteration 13Q: 3 clusters Score -4996155 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -4996442.000000 Penalty: 5246.592773
	Iteration 14Q: 3 clusters Score -4996442 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -4996698.000000 Penalty: 5246.592773
	Iteration 15Q: 3 clusters Score -4996698 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -4996936.500000 Penalty: 5246.592773
	Iteration 16Q: 3 clusters Score -4996936 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -4997123.000000 Penalty: 5246.592773
	Iteration 17Q: 3 clusters Score -4997123 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -4997302.500000 Penalty: 5246.592773
	Iteration 18Q: 3 clusters Score -4997302 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -4997483.500000 Penalty: 5246.592773
	Iteration 19Q: 3 clusters Score -4997484 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -4997676.000000 Penalty: 5246.592773
	Iteration 20F: 3 clusters Score -4997676 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -4997856.500000 Penalty: 5246.592773
	Iteration 21Q: 3 clusters Score -4997856 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -4998083.500000 Penalty: 5246.592773
	Iteration 22Q: 3 clusters Score -4998084 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -4998257.000000 Penalty: 5246.592773
	Iteration 23Q: 3 clusters Score -4998257 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -4998433.000000 Penalty: 5246.592773
	Iteration 24Q: 3 clusters Score -4998433 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -4998567.500000 Penalty: 5246.592773
	Iteration 25Q: 3 clusters Score -4998568 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -4998682.500000 Penalty: 5246.592773
	Iteration 26Q: 3 clusters Score -4998682 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -4998788.000000 Penalty: 5246.592773
	Iteration 27Q: 3 clusters Score -4998788 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -4998884.000000 Penalty: 5246.592773
	Iteration 28Q: 3 clusters Score -4998884 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -4998960.000000 Penalty: 5246.592773
	Iteration 29Q: 3 clusters Score -4998960 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4999048.500000 Penalty: 5246.592773
	Iteration 30Q: 3 clusters Score -4999048 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4999123.500000 Penalty: 5246.592773
	Iteration 31Q: 3 clusters Score -4999124 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4999190.000000 Penalty: 5246.592773
	Iteration 32Q: 3 clusters Score -4999190 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4999261.000000 Penalty: 5246.592773
	Iteration 33Q: 3 clusters Score -4999261 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4999319.000000 Penalty: 5246.592773
	Iteration 34Q: 3 clusters Score -4999319 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4999372.000000 Penalty: 5246.592773
	Iteration 35Q: 3 clusters Score -4999372 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4999407.000000 Penalty: 5246.592773
	Iteration 36Q: 3 clusters Score -4999407 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4999442.500000 Penalty: 5246.592773
	Iteration 37Q: 3 clusters Score -4999442 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4999496.000000 Penalty: 5246.592773
	Iteration 38Q: 3 clusters Score -4999496 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4999521.500000 Penalty: 5246.592773
	Iteration 39Q: 3 clusters Score -4999522 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4999551.000000 Penalty: 5246.592773
	Iteration 40F: 3 clusters Score -4999551 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4999585.000000 Penalty: 5246.592773
	Iteration 41Q: 3 clusters Score -4999585 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4999605.500000 Penalty: 5246.592773
	Iteration 42Q: 3 clusters Score -4999606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4999617.500000 Penalty: 5246.592773
	Iteration 43Q: 3 clusters Score -4999618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4999625.500000 Penalty: 5246.592773
	Iteration 44Q: 3 clusters Score -4999626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4999630.500000 Penalty: 5246.592773
	Iteration 45Q: 3 clusters Score -4999630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4999641.000000 Penalty: 5246.592773
	Iteration 46Q: 3 clusters Score -4999641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4999636.500000 Penalty: 5246.592773
	Iteration 47Q: 3 clusters Score -4999636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4999645.500000 Penalty: 5246.592773
	Iteration 48Q: 3 clusters Score -4999646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4999652.000000 Penalty: 5246.592773
	Iteration 49Q: 3 clusters Score -4999652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4999653.000000 Penalty: 5246.592773
	Iteration 50Q: 3 clusters Score -4999653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4999656.000000 Penalty: 5246.592773
	Iteration 51Q: 3 clusters Score -4999656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4999668.500000 Penalty: 5246.592773
	Iteration 52Q: 3 clusters Score -4999668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4999675.500000 Penalty: 5246.592773
	Iteration 53Q: 3 clusters Score -4999676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4999677.500000 Penalty: 5246.592773
	Iteration 54Q: 3 clusters Score -4999678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4999679.500000 Penalty: 5246.592773
	Iteration 55Q: 3 clusters Score -4999680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4999686.000000 Penalty: 5246.592773
	Iteration 56Q: 3 clusters Score -4999686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4999687.000000 Penalty: 5246.592773
	Iteration 57Q: 3 clusters Score -4999687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4999691.000000 Penalty: 5246.592773
	Iteration 58Q: 3 clusters Score -4999691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4999701.500000 Penalty: 5246.592773
	Iteration 59Q: 3 clusters Score -4999702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4999701.500000 Penalty: 5246.592773
	Iteration 60F: 3 clusters Score -4999702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4999703.000000 Penalty: 5246.592773
	Iteration 61Q: 3 clusters Score -4999703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4999701.500000 Penalty: 5246.592773
	Iteration 62Q: 3 clusters Score -4999702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4999717.500000 Penalty: 5246.592773
	Iteration 63Q: 3 clusters Score -4999718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4999715.500000 Penalty: 5246.592773
	Iteration 64Q: 3 clusters Score -4999716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4999724.000000 Penalty: 5246.592773
	Iteration 65Q: 3 clusters Score -4999724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4999730.000000 Penalty: 5246.592773
	Iteration 66Q: 3 clusters Score -4999730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4999731.500000 Penalty: 5246.592773
	Iteration 67Q: 3 clusters Score -4999732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4999733.000000 Penalty: 5246.592773
	Iteration 68Q: 3 clusters Score -4999733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4999745.000000 Penalty: 5246.592773
	Iteration 69Q: 3 clusters Score -4999745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4999742.500000 Penalty: 5246.592773
	Iteration 70Q: 3 clusters Score -4999742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4999748.500000 Penalty: 5246.592773
	Iteration 71Q: 3 clusters Score -4999748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4999747.500000 Penalty: 5246.592773
	Iteration 72Q: 3 clusters Score -4999748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4999757.500000 Penalty: 5246.592773
	Iteration 73Q: 3 clusters Score -4999758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4999762.000000 Penalty: 5246.592773
	Iteration 74Q: 3 clusters Score -4999762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4999762.000000 Penalty: 5246.592773
	Iteration 75F: 3 clusters Score -4999762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -36472.714844 Penalty: 1468.551392
	Iteration 0F: 2 clusters Score -36472.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35129.683594 Penalty: 2937.102783
	Iteration 0F: 3 clusters Score -35129.68 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35360.234375 Penalty: 2937.102783
	Iteration 1F: 3 clusters Score -35360.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35529.984375 Penalty: 2937.102783
	Iteration 2F: 3 clusters Score -35529.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -35645.222656 Penalty: 2937.102783
	Iteration 3Q: 3 clusters Score -35645.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -35704.410156 Penalty: 2937.102783
	Iteration 4Q: 3 clusters Score -35704.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -35788.992188 Penalty: 2937.102783
	Iteration 5Q: 3 clusters Score -35788.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35853.609375 Penalty: 2937.102783
	Iteration 6Q: 3 clusters Score -35853.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35931.121094 Penalty: 2937.102783
	Iteration 7Q: 3 clusters Score -35931.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35997.058594 Penalty: 2937.102783
	Iteration 8Q: 3 clusters Score -35997.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36132.648438 Penalty: 2937.102783
	Iteration 9Q: 3 clusters Score -36132.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36146.773438 Penalty: 2937.102783
	Iteration 10Q: 3 clusters Score -36146.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36161.113281 Penalty: 2937.102783
	Iteration 11Q: 3 clusters Score -36161.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36199.054688 Penalty: 2937.102783
	Iteration 12Q: 3 clusters Score -36199.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36219.519531 Penalty: 2937.102783
	Iteration 13Q: 3 clusters Score -36219.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36227.703125 Penalty: 2937.102783
	Iteration 14Q: 3 clusters Score -36227.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36235.066406 Penalty: 2937.102783
	Iteration 15Q: 3 clusters Score -36235.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36242.039062 Penalty: 2937.102783
	Iteration 16Q: 3 clusters Score -36242.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36250.109375 Penalty: 2937.102783
	Iteration 17F: 3 clusters Score -36250.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -36277.664062 Penalty: 2937.102783
	Iteration 18Q: 3 clusters Score -36277.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36303.992188 Penalty: 2937.102783
	Iteration 19Q: 3 clusters Score -36303.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36303.992188 Penalty: 2937.102783
	Iteration 20F: 3 clusters Score -36303.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 51808 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5791 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114721 members 
Mstep: Class 9 contains 251258 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49022 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66752 members 
Mstep: Class 14 contains 204554 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34438 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126928 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39254 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292176.000000 Penalty: 75182.937500
Iteration 439Q: 23 clusters Score -1.192922e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 51807 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5791 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114817 members 
Mstep: Class 9 contains 251165 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49016 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66756 members 
Mstep: Class 14 contains 204545 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34436 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126943 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39250 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292008.000000 Penalty: 75182.937500
Iteration 440F: 23 clusters Score -1.19292e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 51802 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5791 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114903 members 
Mstep: Class 9 contains 251093 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49012 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66760 members 
Mstep: Class 14 contains 204536 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34434 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126948 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39246 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292032.000000 Penalty: 75182.937500
Iteration 441Q: 23 clusters Score -1.19292e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 51797 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5791 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 114978 members 
Mstep: Class 9 contains 251009 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49010 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66762 members 
Mstep: Class 14 contains 204537 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34435 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126963 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39244 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292112.000000 Penalty: 75182.937500
Iteration 442Q: 23 clusters Score -1.192921e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 51793 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5791 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115047 members 
Mstep: Class 9 contains 250936 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49008 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66759 members 
Mstep: Class 14 contains 204537 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34434 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 126981 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39241 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292128.000000 Penalty: 75182.937500
Iteration 443Q: 23 clusters Score -1.192921e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 51790 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5792 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115103 members 
Mstep: Class 9 contains 250867 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49012 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66756 members 
Mstep: Class 14 contains 204528 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34433 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127004 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39243 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292256.000000 Penalty: 75182.937500
Iteration 444Q: 23 clusters Score -1.192923e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 51789 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5792 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115163 members 
Mstep: Class 9 contains 250807 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49009 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66758 members 
Mstep: Class 14 contains 204516 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34432 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127022 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39241 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292344.000000 Penalty: 75182.937500
Iteration 445Q: 23 clusters Score -1.192923e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 51787 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5792 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115214 members 
Mstep: Class 9 contains 250760 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49011 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66754 members 
Mstep: Class 14 contains 204495 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34437 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127029 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39246 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292440.000000 Penalty: 75182.937500
Iteration 446Q: 23 clusters Score -1.192924e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 51787 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5793 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115286 members 
Mstep: Class 9 contains 250693 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49013 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66752 members 
Mstep: Class 14 contains 204476 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34435 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127047 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39243 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292480.000000 Penalty: 75182.937500
Iteration 447Q: 23 clusters Score -1.192925e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 51791 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5793 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115359 members 
Mstep: Class 9 contains 250616 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49013 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66749 members 
Mstep: Class 14 contains 204452 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34435 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127076 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39244 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292384.000000 Penalty: 75182.937500
Iteration 448Q: 23 clusters Score -1.192924e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 51790 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5793 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115415 members 
Mstep: Class 9 contains 250537 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49016 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66750 members 
Mstep: Class 14 contains 204457 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34439 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127091 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39242 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292400.000000 Penalty: 75182.937500
Iteration 449Q: 23 clusters Score -1.192924e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 51790 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5793 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115477 members 
Mstep: Class 9 contains 250473 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49019 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66749 members 
Mstep: Class 14 contains 204441 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34439 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127111 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39239 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292296.000000 Penalty: 75182.937500
Iteration 450Q: 23 clusters Score -1.192923e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 51795 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5794 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115544 members 
Mstep: Class 9 contains 250398 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49023 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66744 members 
Mstep: Class 14 contains 204429 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34434 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127137 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39237 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292264.000000 Penalty: 75182.937500
Iteration 451Q: 23 clusters Score -1.192923e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 51799 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5796 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115622 members 
Mstep: Class 9 contains 250297 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49023 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66739 members 
Mstep: Class 14 contains 204429 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34430 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127166 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39234 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292280.000000 Penalty: 75182.937500
Iteration 452Q: 23 clusters Score -1.192923e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 51800 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5797 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115693 members 
Mstep: Class 9 contains 250211 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49018 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66733 members 
Mstep: Class 14 contains 204422 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34430 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127197 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39234 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292200.000000 Penalty: 75182.937500
Iteration 453Q: 23 clusters Score -1.192922e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 51809 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5799 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115753 members 
Mstep: Class 9 contains 250147 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49008 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66720 members 
Mstep: Class 14 contains 204430 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34418 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127218 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39232 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292192.000000 Penalty: 75182.937500
Iteration 454Q: 23 clusters Score -1.192922e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 51811 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115824 members 
Mstep: Class 9 contains 250063 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49003 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66710 members 
Mstep: Class 14 contains 204448 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34411 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127233 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39231 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292264.000000 Penalty: 75182.937500
Iteration 455Q: 23 clusters Score -1.192923e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 51819 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115886 members 
Mstep: Class 9 contains 249972 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49005 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66706 members 
Mstep: Class 14 contains 204471 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34403 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127244 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39228 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292280.000000 Penalty: 75182.937500
Iteration 456Q: 23 clusters Score -1.192923e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 51831 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 115959 members 
Mstep: Class 9 contains 249861 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49006 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66706 members 
Mstep: Class 14 contains 204494 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34394 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127261 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39220 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292320.000000 Penalty: 75182.937500
Iteration 457Q: 23 clusters Score -1.192923e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 51838 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116030 members 
Mstep: Class 9 contains 249739 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49004 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66711 members 
Mstep: Class 14 contains 204512 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34391 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127289 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39218 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292352.000000 Penalty: 75182.937500
Iteration 458Q: 23 clusters Score -1.192924e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 51841 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116089 members 
Mstep: Class 9 contains 249619 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49004 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66718 members 
Mstep: Class 14 contains 204536 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34387 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127326 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39212 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292336.000000 Penalty: 75182.937500
Iteration 459Q: 23 clusters Score -1.192923e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 51846 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116147 members 
Mstep: Class 9 contains 249502 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49008 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66721 members 
Mstep: Class 14 contains 204559 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34383 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127359 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39208 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292384.000000 Penalty: 75182.937500
Iteration 460F: 23 clusters Score -1.192924e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 51853 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116216 members 
Mstep: Class 9 contains 249385 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49008 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66722 members 
Mstep: Class 14 contains 204575 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34383 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127388 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39203 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292320.000000 Penalty: 75182.937500
Iteration 461Q: 23 clusters Score -1.192923e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 51860 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116282 members 
Mstep: Class 9 contains 249262 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49005 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66725 members 
Mstep: Class 14 contains 204600 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34384 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127417 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39198 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292464.000000 Penalty: 75182.937500
Iteration 462Q: 23 clusters Score -1.192925e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 51860 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116336 members 
Mstep: Class 9 contains 249164 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49010 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66730 members 
Mstep: Class 14 contains 204602 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34383 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127447 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39201 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292336.000000 Penalty: 75182.937500
Iteration 463Q: 23 clusters Score -1.192923e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 51856 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116389 members 
Mstep: Class 9 contains 249078 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49016 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66734 members 
Mstep: Class 14 contains 204591 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34381 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127488 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39200 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292256.000000 Penalty: 75182.937500
Iteration 464Q: 23 clusters Score -1.192923e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 51858 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116442 members 
Mstep: Class 9 contains 248993 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49022 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66729 members 
Mstep: Class 14 contains 204584 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34379 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127528 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39197 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292304.000000 Penalty: 75182.937500
Iteration 465Q: 23 clusters Score -1.192923e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 51859 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116493 members 
Mstep: Class 9 contains 248900 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49030 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66724 members 
Mstep: Class 14 contains 204596 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34375 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127561 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39195 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292248.000000 Penalty: 75182.937500
Iteration 466Q: 23 clusters Score -1.192922e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 51863 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116542 members 
Mstep: Class 9 contains 248843 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49034 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66717 members 
Mstep: Class 14 contains 204583 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34371 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127591 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39189 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292232.000000 Penalty: 75182.937500
Iteration 467Q: 23 clusters Score -1.192922e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 51865 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116575 members 
Mstep: Class 9 contains 248773 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49041 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66711 members 
Mstep: Class 14 contains 204596 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34369 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127617 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39186 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292240.000000 Penalty: 75182.937500
Iteration 468Q: 23 clusters Score -1.192922e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 51865 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116610 members 
Mstep: Class 9 contains 248710 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49047 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66710 members 
Mstep: Class 14 contains 204608 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34368 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127632 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39184 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292160.000000 Penalty: 75182.937500
Iteration 469Q: 23 clusters Score -1.192922e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 51861 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116636 members 
Mstep: Class 9 contains 248647 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49052 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66712 members 
Mstep: Class 14 contains 204625 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34367 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127647 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39186 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292000.000000 Penalty: 75182.937500
Iteration 470Q: 23 clusters Score -1.19292e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 51862 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116670 members 
Mstep: Class 9 contains 248584 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49059 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66715 members 
Mstep: Class 14 contains 204631 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34366 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127654 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39190 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292032.000000 Penalty: 75182.937500
Iteration 471Q: 23 clusters Score -1.19292e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 51871 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116702 members 
Mstep: Class 9 contains 248520 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49066 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66715 members 
Mstep: Class 14 contains 204635 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34361 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127664 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39195 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292072.000000 Penalty: 75182.937500
Iteration 472Q: 23 clusters Score -1.192921e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 51870 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116738 members 
Mstep: Class 9 contains 248454 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49072 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66716 members 
Mstep: Class 14 contains 204652 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34357 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127673 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39196 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291968.000000 Penalty: 75182.937500
Iteration 473Q: 23 clusters Score -1.19292e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 51871 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116764 members 
Mstep: Class 9 contains 248403 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49079 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66718 members 
Mstep: Class 14 contains 204667 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34353 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127674 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39198 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291952.000000 Penalty: 75182.937500
Iteration 474Q: 23 clusters Score -1.19292e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 51873 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116789 members 
Mstep: Class 9 contains 248344 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49085 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66717 members 
Mstep: Class 14 contains 204683 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34354 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127684 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39198 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291840.000000 Penalty: 75182.937500
Iteration 475Q: 23 clusters Score -1.192918e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 51875 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116824 members 
Mstep: Class 9 contains 248284 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49088 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66715 members 
Mstep: Class 14 contains 204703 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34356 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127686 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39196 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291992.000000 Penalty: 75182.937500
Iteration 476Q: 23 clusters Score -1.19292e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 51879 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116855 members 
Mstep: Class 9 contains 248225 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49093 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66712 members 
Mstep: Class 14 contains 204720 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34358 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127691 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39194 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291928.000000 Penalty: 75182.937500
Iteration 477Q: 23 clusters Score -1.192919e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 51877 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116891 members 
Mstep: Class 9 contains 248172 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49096 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66710 members 
Mstep: Class 14 contains 204734 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34356 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127697 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39194 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292128.000000 Penalty: 75182.937500
Iteration 478Q: 23 clusters Score -1.192921e+08 nChanged 113
Entering ConstructFrom: 
Score: -119292128.000000 Penalty: 75182.937500
Entering ConstructFrom: 
Trying to split cluster 1 (11759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Entering Unmasked Estep 
Score: -1397121.375000 Penalty: 2324.348877
	Iteration 0F: 2 clusters Score -1397121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1388378.625000 Penalty: 4648.697754
	Iteration 0F: 3 clusters Score -1388379 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1391297.875000 Penalty: 4648.697754
	Iteration 1F: 3 clusters Score -1391298 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1391837.500000 Penalty: 4648.697754
	Iteration 2F: 3 clusters Score -1391838 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1392434.125000 Penalty: 4648.697754
	Iteration 3F: 3 clusters Score -1392434 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1393206.500000 Penalty: 4648.697754
	Iteration 4F: 3 clusters Score -1393206 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1394089.625000 Penalty: 4648.697754
	Iteration 5F: 3 clusters Score -1394090 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1394831.375000 Penalty: 4648.697754
	Iteration 6F: 3 clusters Score -1394831 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1395392.000000 Penalty: 4648.697754
	Iteration 7F: 3 clusters Score -1395392 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1395705.500000 Penalty: 4648.697754
	Iteration 8Q: 3 clusters Score -1395706 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1395937.250000 Penalty: 4648.697754
	Iteration 9Q: 3 clusters Score -1395937 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1396096.875000 Penalty: 4648.697754
	Iteration 10Q: 3 clusters Score -1396097 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1396234.750000 Penalty: 4648.697754
	Iteration 11Q: 3 clusters Score -1396235 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1396341.875000 Penalty: 4648.697754
	Iteration 12Q: 3 clusters Score -1396342 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1396438.875000 Penalty: 4648.697754
	Iteration 13Q: 3 clusters Score -1396439 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1396541.500000 Penalty: 4648.697754
	Iteration 14Q: 3 clusters Score -1396542 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1396617.500000 Penalty: 4648.697754
	Iteration 15Q: 3 clusters Score -1396618 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1396673.625000 Penalty: 4648.697754
	Iteration 16Q: 3 clusters Score -1396674 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1396701.250000 Penalty: 4648.697754
	Iteration 17Q: 3 clusters Score -1396701 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1396734.125000 Penalty: 4648.697754
	Iteration 18Q: 3 clusters Score -1396734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1396761.250000 Penalty: 4648.697754
	Iteration 19Q: 3 clusters Score -1396761 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1396779.000000 Penalty: 4648.697754
	Iteration 20F: 3 clusters Score -1396779 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1396799.125000 Penalty: 4648.697754
	Iteration 21Q: 3 clusters Score -1396799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1396812.875000 Penalty: 4648.697754
	Iteration 22Q: 3 clusters Score -1396813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1396826.625000 Penalty: 4648.697754
	Iteration 23Q: 3 clusters Score -1396827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1396839.000000 Penalty: 4648.697754
	Iteration 24Q: 3 clusters Score -1396839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1396847.375000 Penalty: 4648.697754
	Iteration 25Q: 3 clusters Score -1396847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1396854.000000 Penalty: 4648.697754
	Iteration 26Q: 3 clusters Score -1396854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1396856.500000 Penalty: 4648.697754
	Iteration 27Q: 3 clusters Score -1396856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1396862.750000 Penalty: 4648.697754
	Iteration 28Q: 3 clusters Score -1396863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1396867.750000 Penalty: 4648.697754
	Iteration 29Q: 3 clusters Score -1396868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1396868.875000 Penalty: 4648.697754
	Iteration 30Q: 3 clusters Score -1396869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1396873.500000 Penalty: 4648.697754
	Iteration 31Q: 3 clusters Score -1396874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1396881.750000 Penalty: 4648.697754
	Iteration 32Q: 3 clusters Score -1396882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1396884.375000 Penalty: 4648.697754
	Iteration 33Q: 3 clusters Score -1396884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1396886.375000 Penalty: 4648.697754
	Iteration 34Q: 3 clusters Score -1396886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1396888.625000 Penalty: 4648.697754
	Iteration 35Q: 3 clusters Score -1396889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1396891.375000 Penalty: 4648.697754
	Iteration 36Q: 3 clusters Score -1396891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1396889.875000 Penalty: 4648.697754
	Iteration 37Q: 3 clusters Score -1396890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1396889.875000 Penalty: 4648.697754
	Iteration 38F: 3 clusters Score -1396890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Entering Unmasked Estep 
Score: -6612626.500000 Penalty: 2692.463379
	Iteration 0F: 2 clusters Score -6612626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -6577540.500000 Penalty: 5384.926758
	Iteration 0F: 3 clusters Score -6577540 nChanged 24101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -6590938.000000 Penalty: 5384.926758
	Iteration 1F: 3 clusters Score -6590938 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -6591444.000000 Penalty: 5384.926758
	Iteration 2Q: 3 clusters Score -6591444 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -6591856.000000 Penalty: 5384.926758
	Iteration 3Q: 3 clusters Score -6591856 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -6592249.500000 Penalty: 5384.926758
	Iteration 4Q: 3 clusters Score -6592250 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -6592727.000000 Penalty: 5384.926758
	Iteration 5Q: 3 clusters Score -6592727 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -6593203.000000 Penalty: 5384.926758
	Iteration 6Q: 3 clusters Score -6593203 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -6593738.000000 Penalty: 5384.926758
	Iteration 7Q: 3 clusters Score -6593738 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -6594307.000000 Penalty: 5384.926758
	Iteration 8Q: 3 clusters Score -6594307 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -6595217.000000 Penalty: 5384.926758
	Iteration 9Q: 3 clusters Score -6595217 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -6596430.000000 Penalty: 5384.926758
	Iteration 10Q: 3 clusters Score -6596430 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -6598119.000000 Penalty: 5384.926758
	Iteration 11Q: 3 clusters Score -6598119 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -6600003.000000 Penalty: 5384.926758
	Iteration 12F: 3 clusters Score -6600003 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -6601643.500000 Penalty: 5384.926758
	Iteration 13Q: 3 clusters Score -6601644 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -6602931.500000 Penalty: 5384.926758
	Iteration 14Q: 3 clusters Score -6602932 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -6603789.500000 Penalty: 5384.926758
	Iteration 15Q: 3 clusters Score -6603790 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -6604345.500000 Penalty: 5384.926758
	Iteration 16Q: 3 clusters Score -6604346 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -6604870.500000 Penalty: 5384.926758
	Iteration 17Q: 3 clusters Score -6604870 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -6605319.500000 Penalty: 5384.926758
	Iteration 18Q: 3 clusters Score -6605320 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -6605787.000000 Penalty: 5384.926758
	Iteration 19Q: 3 clusters Score -6605787 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -6606248.000000 Penalty: 5384.926758
	Iteration 20F: 3 clusters Score -6606248 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -6606633.000000 Penalty: 5384.926758
	Iteration 21Q: 3 clusters Score -6606633 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -6607003.500000 Penalty: 5384.926758
	Iteration 22Q: 3 clusters Score -6607004 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -6607318.000000 Penalty: 5384.926758
	Iteration 23Q: 3 clusters Score -6607318 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -6607654.000000 Penalty: 5384.926758
	Iteration 24Q: 3 clusters Score -6607654 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
Score: -6607919.500000 Penalty: 5384.926758
	Iteration 25Q: 3 clusters Score -6607920 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -6608145.000000 Penalty: 5384.926758
	Iteration 26Q: 3 clusters Score -6608145 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -6608350.500000 Penalty: 5384.926758
	Iteration 27Q: 3 clusters Score -6608350 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -6608549.000000 Penalty: 5384.926758
	Iteration 28Q: 3 clusters Score -6608549 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -6608698.500000 Penalty: 5384.926758
	Iteration 29Q: 3 clusters Score -6608698 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -6608830.500000 Penalty: 5384.926758
	Iteration 30Q: 3 clusters Score -6608830 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -6609009.000000 Penalty: 5384.926758
	Iteration 31Q: 3 clusters Score -6609009 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -6609126.000000 Penalty: 5384.926758
	Iteration 32Q: 3 clusters Score -6609126 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -6609225.000000 Penalty: 5384.926758
	Iteration 33Q: 3 clusters Score -6609225 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -6609323.000000 Penalty: 5384.926758
	Iteration 34Q: 3 clusters Score -6609323 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -6609382.000000 Penalty: 5384.926758
	Iteration 35Q: 3 clusters Score -6609382 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -6609464.000000 Penalty: 5384.926758
	Iteration 36Q: 3 clusters Score -6609464 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -6609531.000000 Penalty: 5384.926758
	Iteration 37Q: 3 clusters Score -6609531 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -6609607.500000 Penalty: 5384.926758
	Iteration 38Q: 3 clusters Score -6609608 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -6609680.500000 Penalty: 5384.926758
	Iteration 39Q: 3 clusters Score -6609680 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -6609735.500000 Penalty: 5384.926758
	Iteration 40F: 3 clusters Score -6609736 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -6609789.000000 Penalty: 5384.926758
	Iteration 41Q: 3 clusters Score -6609789 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 49841 members 
Entering Unmasked Estep 
Score: -6609817.500000 Penalty: 5384.926758
	Iteration 42Q: 3 clusters Score -6609818 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -6609865.500000 Penalty: 5384.926758
	Iteration 43Q: 3 clusters Score -6609866 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -6609911.000000 Penalty: 5384.926758
	Iteration 44Q: 3 clusters Score -6609911 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -6609964.500000 Penalty: 5384.926758
	Iteration 45Q: 3 clusters Score -6609964 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -6609990.000000 Penalty: 5384.926758
	Iteration 46Q: 3 clusters Score -6609990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -6610005.500000 Penalty: 5384.926758
	Iteration 47Q: 3 clusters Score -6610006 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -6610043.000000 Penalty: 5384.926758
	Iteration 48Q: 3 clusters Score -6610043 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -6610057.000000 Penalty: 5384.926758
	Iteration 49Q: 3 clusters Score -6610057 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -6610092.000000 Penalty: 5384.926758
	Iteration 50Q: 3 clusters Score -6610092 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -6610115.500000 Penalty: 5384.926758
	Iteration 51Q: 3 clusters Score -6610116 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -6610143.000000 Penalty: 5384.926758
	Iteration 52Q: 3 clusters Score -6610143 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -6610172.000000 Penalty: 5384.926758
	Iteration 53Q: 3 clusters Score -6610172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -6610183.000000 Penalty: 5384.926758
	Iteration 54Q: 3 clusters Score -6610183 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -6610217.000000 Penalty: 5384.926758
	Iteration 55Q: 3 clusters Score -6610217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -6610236.000000 Penalty: 5384.926758
	Iteration 56Q: 3 clusters Score -6610236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -6610252.500000 Penalty: 5384.926758
	Iteration 57Q: 3 clusters Score -6610252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -6610245.000000 Penalty: 5384.926758
	Iteration 58Q: 3 clusters Score -6610245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -6610237.000000 Penalty: 5384.926758
	Iteration 59Q: 3 clusters Score -6610237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -6610239.500000 Penalty: 5384.926758
	Iteration 60F: 3 clusters Score -6610240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -6610247.000000 Penalty: 5384.926758
	Iteration 61Q: 3 clusters Score -6610247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -6610251.500000 Penalty: 5384.926758
	Iteration 62Q: 3 clusters Score -6610252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -6610246.500000 Penalty: 5384.926758
	Iteration 63Q: 3 clusters Score -6610246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -6610245.500000 Penalty: 5384.926758
	Iteration 64Q: 3 clusters Score -6610246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -6610248.000000 Penalty: 5384.926758
	Iteration 65Q: 3 clusters Score -6610248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -6610251.500000 Penalty: 5384.926758
	Iteration 66Q: 3 clusters Score -6610252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -6610264.500000 Penalty: 5384.926758
	Iteration 67Q: 3 clusters Score -6610264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -6610260.000000 Penalty: 5384.926758
	Iteration 68Q: 3 clusters Score -6610260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -6610259.500000 Penalty: 5384.926758
	Iteration 69Q: 3 clusters Score -6610260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -6610265.500000 Penalty: 5384.926758
	Iteration 70Q: 3 clusters Score -6610266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -6610283.000000 Penalty: 5384.926758
	Iteration 71Q: 3 clusters Score -6610283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -6610287.000000 Penalty: 5384.926758
	Iteration 72Q: 3 clusters Score -6610287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -6610286.500000 Penalty: 5384.926758
	Iteration 73Q: 3 clusters Score -6610286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -6610295.000000 Penalty: 5384.926758
	Iteration 74Q: 3 clusters Score -6610295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -6610288.000000 Penalty: 5384.926758
	Iteration 75Q: 3 clusters Score -6610288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
Score: -6610289.500000 Penalty: 5384.926758
	Iteration 76Q: 3 clusters Score -6610290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -6610293.500000 Penalty: 5384.926758
	Iteration 77Q: 3 clusters Score -6610294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -6610283.000000 Penalty: 5384.926758
	Iteration 78Q: 3 clusters Score -6610283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -6610286.500000 Penalty: 5384.926758
	Iteration 79Q: 3 clusters Score -6610286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -6610286.500000 Penalty: 5384.926758
	Iteration 80F: 3 clusters Score -6610286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -6610286.500000 Penalty: 5384.926758
	Iteration 81Q: 3 clusters Score -6610286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -6610285.000000 Penalty: 5384.926758
	Iteration 82Q: 3 clusters Score -6610285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -6610292.000000 Penalty: 5384.926758
	Iteration 83Q: 3 clusters Score -6610292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -6610287.000000 Penalty: 5384.926758
	Iteration 84Q: 3 clusters Score -6610287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -6610290.000000 Penalty: 5384.926758
	Iteration 85Q: 3 clusters Score -6610290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -6610297.000000 Penalty: 5384.926758
	Iteration 86Q: 3 clusters Score -6610297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -6610289.500000 Penalty: 5384.926758
	Iteration 87Q: 3 clusters Score -6610290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -6610295.000000 Penalty: 5384.926758
	Iteration 88Q: 3 clusters Score -6610295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -6610295.000000 Penalty: 5384.926758
	Iteration 89Q: 3 clusters Score -6610295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -6610290.000000 Penalty: 5384.926758
	Iteration 90Q: 3 clusters Score -6610290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -6610290.000000 Penalty: 5384.926758
	Iteration 91F: 3 clusters Score -6610290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -68180.476562 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -68180.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66521.820312 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -66521.82 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -67018.937500 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -67018.94 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -67430.632812 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -67430.63 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -67995.789062 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -67995.79 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -68507.828125 Penalty: 3263.308594
	Iteration 4F: 3 clusters Score -68507.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -68788.718750 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -68788.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -69339.101562 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -69339.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -69420.781250 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -69420.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -69468.726562 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -69468.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -69529.500000 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -69529.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -69577.335938 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -69577.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -69597.320312 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -69597.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -69626.765625 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -69626.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -69662.390625 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -69662.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -69666.242188 Penalty: 3263.308594
	Iteration 14Q: 3 clusters Score -69666.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -69669.578125 Penalty: 3263.308594
	Iteration 15Q: 3 clusters Score -69669.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -69672.273438 Penalty: 3263.308594
	Iteration 16Q: 3 clusters Score -69672.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -69675.718750 Penalty: 3263.308594
	Iteration 17F: 3 clusters Score -69675.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -69688.242188 Penalty: 3263.308594
	Iteration 18Q: 3 clusters Score -69688.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -69694.492188 Penalty: 3263.308594
	Iteration 19Q: 3 clusters Score -69694.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -69701.265625 Penalty: 3263.308594
	Iteration 20F: 3 clusters Score -69701.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -69719.875000 Penalty: 3263.308594
	Iteration 21Q: 3 clusters Score -69719.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -69795.687500 Penalty: 3263.308594
	Iteration 22Q: 3 clusters Score -69795.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -69907.890625 Penalty: 3263.308594
	Iteration 23Q: 3 clusters Score -69907.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -69907.890625 Penalty: 3263.308594
	Iteration 24F: 3 clusters Score -69907.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 51881 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116931 members 
Mstep: Class 9 contains 248117 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49100 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66709 members 
Mstep: Class 14 contains 204739 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34357 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127701 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39192 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 559 members 
Entering Unmasked Estep 
Score: -119292168.000000 Penalty: 78600.343750
Splitting cluster 3 changes total score from -119292128.000000 to -119292168.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -210544.984375 Penalty: 1850.486816
	Iteration 0F: 2 clusters Score -210545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -208108.500000 Penalty: 3700.973633
	Iteration 0F: 3 clusters Score -208108.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -208519.718750 Penalty: 3700.973633
	Iteration 1F: 3 clusters Score -208519.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -208620.453125 Penalty: 3700.973633
	Iteration 2F: 3 clusters Score -208620.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -208663.187500 Penalty: 3700.973633
	Iteration 3Q: 3 clusters Score -208663.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -208696.703125 Penalty: 3700.973633
	Iteration 4Q: 3 clusters Score -208696.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -208715.921875 Penalty: 3700.973633
	Iteration 5Q: 3 clusters Score -208715.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -208727.328125 Penalty: 3700.973633
	Iteration 6Q: 3 clusters Score -208727.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -208740.656250 Penalty: 3700.973633
	Iteration 7Q: 3 clusters Score -208740.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -208752.687500 Penalty: 3700.973633
	Iteration 8Q: 3 clusters Score -208752.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -208771.468750 Penalty: 3700.973633
	Iteration 9Q: 3 clusters Score -208771.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -208790.515625 Penalty: 3700.973633
	Iteration 10Q: 3 clusters Score -208790.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -208804.015625 Penalty: 3700.973633
	Iteration 11Q: 3 clusters Score -208804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -208815.468750 Penalty: 3700.973633
	Iteration 12Q: 3 clusters Score -208815.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -208827.546875 Penalty: 3700.973633
	Iteration 13Q: 3 clusters Score -208827.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -208833.515625 Penalty: 3700.973633
	Iteration 14Q: 3 clusters Score -208833.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -208841.625000 Penalty: 3700.973633
	Iteration 15Q: 3 clusters Score -208841.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -208848.187500 Penalty: 3700.973633
	Iteration 16Q: 3 clusters Score -208848.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -208852.656250 Penalty: 3700.973633
	Iteration 17Q: 3 clusters Score -208852.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -208855.203125 Penalty: 3700.973633
	Iteration 18Q: 3 clusters Score -208855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -208856.375000 Penalty: 3700.973633
	Iteration 19Q: 3 clusters Score -208856.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -208857.843750 Penalty: 3700.973633
	Iteration 20F: 3 clusters Score -208857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -208859.890625 Penalty: 3700.973633
	Iteration 21Q: 3 clusters Score -208859.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -208860.562500 Penalty: 3700.973633
	Iteration 22Q: 3 clusters Score -208860.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -208860.562500 Penalty: 3700.973633
	Iteration 23F: 3 clusters Score -208860.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Entering Unmasked Estep 
Score: -19696.048828 Penalty: 1331.918213
	Iteration 0F: 2 clusters Score -19696.05 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 103 members 
Entering Unmasked Estep 
Score: -18501.060547 Penalty: 2663.836426
	Iteration 0F: 3 clusters Score -18501.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18614.345703 Penalty: 2663.836426
	Iteration 1F: 3 clusters Score -18614.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18686.646484 Penalty: 2663.836426
	Iteration 2Q: 3 clusters Score -18686.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18745.640625 Penalty: 2663.836426
	Iteration 3Q: 3 clusters Score -18745.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18758.500000 Penalty: 2663.836426
	Iteration 4Q: 3 clusters Score -18758.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18762.126953 Penalty: 2663.836426
	Iteration 5Q: 3 clusters Score -18762.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18778.402344 Penalty: 2663.836426
	Iteration 6Q: 3 clusters Score -18778.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18782.349609 Penalty: 2663.836426
	Iteration 7Q: 3 clusters Score -18782.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18784.876953 Penalty: 2663.836426
	Iteration 8Q: 3 clusters Score -18784.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18784.876953 Penalty: 2663.836426
	Iteration 9F: 3 clusters Score -18784.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Entering Unmasked Estep 
Score: -697683.125000 Penalty: 2149.114990
	Iteration 0F: 2 clusters Score -697683.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -692628.812500 Penalty: 4298.229980
	Iteration 0F: 3 clusters Score -692628.8 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -693983.000000 Penalty: 4298.229980
	Iteration 1F: 3 clusters Score -693983 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -694396.312500 Penalty: 4298.229980
	Iteration 2F: 3 clusters Score -694396.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -694646.312500 Penalty: 4298.229980
	Iteration 3F: 3 clusters Score -694646.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -694847.250000 Penalty: 4298.229980
	Iteration 4F: 3 clusters Score -694847.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -695035.250000 Penalty: 4298.229980
	Iteration 5F: 3 clusters Score -695035.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -695239.250000 Penalty: 4298.229980
	Iteration 6F: 3 clusters Score -695239.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -695421.625000 Penalty: 4298.229980
	Iteration 7Q: 3 clusters Score -695421.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -695584.187500 Penalty: 4298.229980
	Iteration 8Q: 3 clusters Score -695584.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -695731.500000 Penalty: 4298.229980
	Iteration 9Q: 3 clusters Score -695731.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -695828.437500 Penalty: 4298.229980
	Iteration 10Q: 3 clusters Score -695828.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -695897.125000 Penalty: 4298.229980
	Iteration 11Q: 3 clusters Score -695897.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -695967.187500 Penalty: 4298.229980
	Iteration 12Q: 3 clusters Score -695967.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -696026.500000 Penalty: 4298.229980
	Iteration 13Q: 3 clusters Score -696026.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -696079.187500 Penalty: 4298.229980
	Iteration 14Q: 3 clusters Score -696079.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -696129.937500 Penalty: 4298.229980
	Iteration 15Q: 3 clusters Score -696129.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -696171.937500 Penalty: 4298.229980
	Iteration 16Q: 3 clusters Score -696171.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -696205.250000 Penalty: 4298.229980
	Iteration 17Q: 3 clusters Score -696205.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -696238.750000 Penalty: 4298.229980
	Iteration 18Q: 3 clusters Score -696238.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -696264.687500 Penalty: 4298.229980
	Iteration 19Q: 3 clusters Score -696264.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -696289.000000 Penalty: 4298.229980
	Iteration 20F: 3 clusters Score -696289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -696304.562500 Penalty: 4298.229980
	Iteration 21Q: 3 clusters Score -696304.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -696315.812500 Penalty: 4298.229980
	Iteration 22Q: 3 clusters Score -696315.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -696326.250000 Penalty: 4298.229980
	Iteration 23Q: 3 clusters Score -696326.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -696339.750000 Penalty: 4298.229980
	Iteration 24Q: 3 clusters Score -696339.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -696349.125000 Penalty: 4298.229980
	Iteration 25Q: 3 clusters Score -696349.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -696352.375000 Penalty: 4298.229980
	Iteration 26Q: 3 clusters Score -696352.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -696358.375000 Penalty: 4298.229980
	Iteration 27Q: 3 clusters Score -696358.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -696360.375000 Penalty: 4298.229980
	Iteration 28Q: 3 clusters Score -696360.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -696362.500000 Penalty: 4298.229980
	Iteration 29Q: 3 clusters Score -696362.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -696368.687500 Penalty: 4298.229980
	Iteration 30Q: 3 clusters Score -696368.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -696372.187500 Penalty: 4298.229980
	Iteration 31Q: 3 clusters Score -696372.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -696377.062500 Penalty: 4298.229980
	Iteration 32Q: 3 clusters Score -696377.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -696381.875000 Penalty: 4298.229980
	Iteration 33Q: 3 clusters Score -696381.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -696382.937500 Penalty: 4298.229980
	Iteration 34Q: 3 clusters Score -696382.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -696385.312500 Penalty: 4298.229980
	Iteration 35Q: 3 clusters Score -696385.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -696390.500000 Penalty: 4298.229980
	Iteration 36Q: 3 clusters Score -696390.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -696393.125000 Penalty: 4298.229980
	Iteration 37Q: 3 clusters Score -696393.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -696394.937500 Penalty: 4298.229980
	Iteration 38Q: 3 clusters Score -696394.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -696397.562500 Penalty: 4298.229980
	Iteration 39Q: 3 clusters Score -696397.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -696399.062500 Penalty: 4298.229980
	Iteration 40F: 3 clusters Score -696399.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -696398.562500 Penalty: 4298.229980
	Iteration 41Q: 3 clusters Score -696398.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -696398.562500 Penalty: 4298.229980
	Iteration 42F: 3 clusters Score -696398.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -57852.964844 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -57852.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56453.289062 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -56453.29 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56733.562500 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -56733.56 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -56906.859375 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -56906.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -57090.191406 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -57090.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -57224.585938 Penalty: 3104.752441
	Iteration 4F: 3 clusters Score -57224.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -57301.218750 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -57301.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -57326.843750 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -57326.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -57342.644531 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -57342.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -57357.355469 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -57357.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -57360.417969 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -57360.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -57360.417969 Penalty: 3104.752441
	Iteration 10F: 3 clusters Score -57360.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (116931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116931 members 
Entering Unmasked Estep 
Score: -14808812.000000 Penalty: 2893.996094
	Iteration 0F: 2 clusters Score -1.480881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -14730834.000000 Penalty: 5787.992188
	Iteration 0F: 3 clusters Score -1.473083e+07 nChanged 55493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 57884 members 
Entering Unmasked Estep 
Score: -14762339.000000 Penalty: 5787.992188
	Iteration 1F: 3 clusters Score -1.476234e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -14762991.000000 Penalty: 5787.992188
	Iteration 2Q: 3 clusters Score -1.476299e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60234 members 
Mstep: Class 2 contains 56697 members 
Entering Unmasked Estep 
Score: -14763635.000000 Penalty: 5787.992188
	Iteration 3Q: 3 clusters Score -1.476364e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61308 members 
Mstep: Class 2 contains 55623 members 
Entering Unmasked Estep 
Score: -14764486.000000 Penalty: 5787.992188
	Iteration 4Q: 3 clusters Score -1.476449e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -14765733.000000 Penalty: 5787.992188
	Iteration 5Q: 3 clusters Score -1.476573e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -14767410.000000 Penalty: 5787.992188
	Iteration 6Q: 3 clusters Score -1.476741e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68461 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -14770356.000000 Penalty: 5787.992188
	Iteration 7Q: 3 clusters Score -1.477036e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -14775316.000000 Penalty: 5787.992188
	Iteration 8F: 3 clusters Score -1.477532e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78779 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -14781756.000000 Penalty: 5787.992188
	Iteration 9F: 3 clusters Score -1.478176e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84253 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -14788949.000000 Penalty: 5787.992188
	Iteration 10F: 3 clusters Score -1.478895e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88173 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -14794096.000000 Penalty: 5787.992188
	Iteration 11F: 3 clusters Score -1.47941e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90847 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -14796751.000000 Penalty: 5787.992188
	Iteration 12Q: 3 clusters Score -1.479675e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93028 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -14798172.000000 Penalty: 5787.992188
	Iteration 13Q: 3 clusters Score -1.479817e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94963 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -14799113.000000 Penalty: 5787.992188
	Iteration 14Q: 3 clusters Score -1.479911e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96808 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -14799982.000000 Penalty: 5787.992188
	Iteration 15Q: 3 clusters Score -1.479998e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98546 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -14800687.000000 Penalty: 5787.992188
	Iteration 16Q: 3 clusters Score -1.480069e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100147 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -14801295.000000 Penalty: 5787.992188
	Iteration 17Q: 3 clusters Score -1.48013e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101616 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -14801860.000000 Penalty: 5787.992188
	Iteration 18Q: 3 clusters Score -1.480186e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102974 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -14802423.000000 Penalty: 5787.992188
	Iteration 19Q: 3 clusters Score -1.480242e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104212 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -14802846.000000 Penalty: 5787.992188
	Iteration 20F: 3 clusters Score -1.480285e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105408 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -14803284.000000 Penalty: 5787.992188
	Iteration 21Q: 3 clusters Score -1.480328e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106544 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -14803630.000000 Penalty: 5787.992188
	Iteration 22Q: 3 clusters Score -1.480363e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107571 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -14804057.000000 Penalty: 5787.992188
	Iteration 23Q: 3 clusters Score -1.480406e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108527 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -14804367.000000 Penalty: 5787.992188
	Iteration 24Q: 3 clusters Score -1.480437e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109415 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -14804726.000000 Penalty: 5787.992188
	Iteration 25Q: 3 clusters Score -1.480473e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110196 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -14804999.000000 Penalty: 5787.992188
	Iteration 26Q: 3 clusters Score -1.4805e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110881 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -14805233.000000 Penalty: 5787.992188
	Iteration 27Q: 3 clusters Score -1.480523e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111495 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -14805445.000000 Penalty: 5787.992188
	Iteration 28Q: 3 clusters Score -1.480544e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112083 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -14805665.000000 Penalty: 5787.992188
	Iteration 29Q: 3 clusters Score -1.480566e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112576 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -14805822.000000 Penalty: 5787.992188
	Iteration 30Q: 3 clusters Score -1.480582e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113027 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -14806019.000000 Penalty: 5787.992188
	Iteration 31Q: 3 clusters Score -1.480602e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113418 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -14806136.000000 Penalty: 5787.992188
	Iteration 32Q: 3 clusters Score -1.480614e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113767 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -14806307.000000 Penalty: 5787.992188
	Iteration 33Q: 3 clusters Score -1.480631e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114023 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -14806419.000000 Penalty: 5787.992188
	Iteration 34Q: 3 clusters Score -1.480642e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114230 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -14806480.000000 Penalty: 5787.992188
	Iteration 35Q: 3 clusters Score -1.480648e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114391 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -14806533.000000 Penalty: 5787.992188
	Iteration 36Q: 3 clusters Score -1.480653e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114543 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -14806547.000000 Penalty: 5787.992188
	Iteration 37Q: 3 clusters Score -1.480655e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114680 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -14806547.000000 Penalty: 5787.992188
	Iteration 38Q: 3 clusters Score -1.480655e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114775 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -14806548.000000 Penalty: 5787.992188
	Iteration 39Q: 3 clusters Score -1.480655e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114862 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -14806569.000000 Penalty: 5787.992188
	Iteration 40F: 3 clusters Score -1.480657e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114934 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -14806597.000000 Penalty: 5787.992188
	Iteration 41Q: 3 clusters Score -1.48066e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114993 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -14806639.000000 Penalty: 5787.992188
	Iteration 42Q: 3 clusters Score -1.480664e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115038 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -14806659.000000 Penalty: 5787.992188
	Iteration 43Q: 3 clusters Score -1.480666e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115075 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -14806656.000000 Penalty: 5787.992188
	Iteration 44Q: 3 clusters Score -1.480666e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115110 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -14806687.000000 Penalty: 5787.992188
	Iteration 45Q: 3 clusters Score -1.480669e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115144 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -14806701.000000 Penalty: 5787.992188
	Iteration 46Q: 3 clusters Score -1.48067e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115174 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -14806706.000000 Penalty: 5787.992188
	Iteration 47Q: 3 clusters Score -1.480671e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115202 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -14806704.000000 Penalty: 5787.992188
	Iteration 48Q: 3 clusters Score -1.48067e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115223 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -14806722.000000 Penalty: 5787.992188
	Iteration 49Q: 3 clusters Score -1.480672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115242 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -14806730.000000 Penalty: 5787.992188
	Iteration 50Q: 3 clusters Score -1.480673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115252 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -14806728.000000 Penalty: 5787.992188
	Iteration 51Q: 3 clusters Score -1.480673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115260 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -14806721.000000 Penalty: 5787.992188
	Iteration 52Q: 3 clusters Score -1.480672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115260 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -14806720.000000 Penalty: 5787.992188
	Iteration 53Q: 3 clusters Score -1.480672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115263 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -14806727.000000 Penalty: 5787.992188
	Iteration 54Q: 3 clusters Score -1.480673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115267 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -14806737.000000 Penalty: 5787.992188
	Iteration 55Q: 3 clusters Score -1.480674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115270 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -14806732.000000 Penalty: 5787.992188
	Iteration 56Q: 3 clusters Score -1.480673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115275 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -14806729.000000 Penalty: 5787.992188
	Iteration 57Q: 3 clusters Score -1.480673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115279 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -14806731.000000 Penalty: 5787.992188
	Iteration 58Q: 3 clusters Score -1.480673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115286 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -14806743.000000 Penalty: 5787.992188
	Iteration 59Q: 3 clusters Score -1.480674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115294 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -14806745.000000 Penalty: 5787.992188
	Iteration 60F: 3 clusters Score -1.480674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115306 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -14806741.000000 Penalty: 5787.992188
	Iteration 61Q: 3 clusters Score -1.480674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115316 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -14806748.000000 Penalty: 5787.992188
	Iteration 62Q: 3 clusters Score -1.480675e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115335 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -14806763.000000 Penalty: 5787.992188
	Iteration 63Q: 3 clusters Score -1.480676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115354 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -14806769.000000 Penalty: 5787.992188
	Iteration 64Q: 3 clusters Score -1.480677e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115376 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -14806783.000000 Penalty: 5787.992188
	Iteration 65Q: 3 clusters Score -1.480678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115391 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -14806784.000000 Penalty: 5787.992188
	Iteration 66Q: 3 clusters Score -1.480678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115402 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -14806781.000000 Penalty: 5787.992188
	Iteration 67Q: 3 clusters Score -1.480678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115408 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -14806782.000000 Penalty: 5787.992188
	Iteration 68Q: 3 clusters Score -1.480678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115414 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -14806776.000000 Penalty: 5787.992188
	Iteration 69Q: 3 clusters Score -1.480678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115421 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -14806779.000000 Penalty: 5787.992188
	Iteration 70Q: 3 clusters Score -1.480678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115430 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -14806788.000000 Penalty: 5787.992188
	Iteration 71Q: 3 clusters Score -1.480679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115435 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -14806786.000000 Penalty: 5787.992188
	Iteration 72Q: 3 clusters Score -1.480679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115441 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -14806776.000000 Penalty: 5787.992188
	Iteration 73Q: 3 clusters Score -1.480678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115444 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -14806775.000000 Penalty: 5787.992188
	Iteration 74Q: 3 clusters Score -1.480678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115446 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -14806776.000000 Penalty: 5787.992188
	Iteration 75Q: 3 clusters Score -1.480678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115447 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -14806777.000000 Penalty: 5787.992188
	Iteration 76Q: 3 clusters Score -1.480678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115448 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -14806777.000000 Penalty: 5787.992188
	Iteration 77Q: 3 clusters Score -1.480678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115451 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -14806782.000000 Penalty: 5787.992188
	Iteration 78Q: 3 clusters Score -1.480678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115452 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -14806773.000000 Penalty: 5787.992188
	Iteration 79Q: 3 clusters Score -1.480677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115452 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -14806773.000000 Penalty: 5787.992188
	Iteration 80F: 3 clusters Score -1.480677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (248117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248117 members 
Entering Unmasked Estep 
Score: -31136960.000000 Penalty: 3080.570557
	Iteration 0F: 2 clusters Score -3.113696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123648 members 
Mstep: Class 2 contains 124469 members 
Entering Unmasked Estep 
Score: -30981644.000000 Penalty: 6161.141113
	Iteration 0F: 3 clusters Score -3.098164e+07 nChanged 119552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117460 members 
Mstep: Class 2 contains 130657 members 
Entering Unmasked Estep 
Score: -31051802.000000 Penalty: 6161.141113
	Iteration 1F: 3 clusters Score -3.10518e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113173 members 
Mstep: Class 2 contains 134944 members 
Entering Unmasked Estep 
Score: -31053074.000000 Penalty: 6161.141113
	Iteration 2Q: 3 clusters Score -3.105307e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106480 members 
Mstep: Class 2 contains 141637 members 
Entering Unmasked Estep 
Score: -31055496.000000 Penalty: 6161.141113
	Iteration 3Q: 3 clusters Score -3.10555e+07 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96196 members 
Mstep: Class 2 contains 151921 members 
Entering Unmasked Estep 
Score: -31059938.000000 Penalty: 6161.141113
	Iteration 4Q: 3 clusters Score -3.105994e+07 nChanged 15482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80798 members 
Mstep: Class 2 contains 167319 members 
Entering Unmasked Estep 
Score: -31069006.000000 Penalty: 6161.141113
	Iteration 5F: 3 clusters Score -3.106901e+07 nChanged 21232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 188539 members 
Entering Unmasked Estep 
Score: -31084652.000000 Penalty: 6161.141113
	Iteration 6F: 3 clusters Score -3.108465e+07 nChanged 23352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 211875 members 
Entering Unmasked Estep 
Score: -31103188.000000 Penalty: 6161.141113
	Iteration 7F: 3 clusters Score -3.110319e+07 nChanged 18519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 230378 members 
Entering Unmasked Estep 
Score: -31118320.000000 Penalty: 6161.141113
	Iteration 8F: 3 clusters Score -3.111832e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 240567 members 
Entering Unmasked Estep 
Score: -31126878.000000 Penalty: 6161.141113
	Iteration 9Q: 3 clusters Score -3.112688e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 244808 members 
Entering Unmasked Estep 
Score: -31130968.000000 Penalty: 6161.141113
	Iteration 10Q: 3 clusters Score -3.113097e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 246377 members 
Entering Unmasked Estep 
Score: -31132560.000000 Penalty: 6161.141113
	Iteration 11Q: 3 clusters Score -3.113256e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 246969 members 
Entering Unmasked Estep 
Score: -31133136.000000 Penalty: 6161.141113
	Iteration 12Q: 3 clusters Score -3.113314e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 247223 members 
Entering Unmasked Estep 
Score: -31133446.000000 Penalty: 6161.141113
	Iteration 13Q: 3 clusters Score -3.113345e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 247372 members 
Entering Unmasked Estep 
Score: -31133652.000000 Penalty: 6161.141113
	Iteration 14Q: 3 clusters Score -3.113365e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 247446 members 
Entering Unmasked Estep 
Score: -31133778.000000 Penalty: 6161.141113
	Iteration 15Q: 3 clusters Score -3.113378e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 247485 members 
Entering Unmasked Estep 
Score: -31133844.000000 Penalty: 6161.141113
	Iteration 16Q: 3 clusters Score -3.113384e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 247528 members 
Entering Unmasked Estep 
Score: -31133890.000000 Penalty: 6161.141113
	Iteration 17Q: 3 clusters Score -3.113389e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 247547 members 
Entering Unmasked Estep 
Score: -31133948.000000 Penalty: 6161.141113
	Iteration 18Q: 3 clusters Score -3.113395e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 247568 members 
Entering Unmasked Estep 
Score: -31134008.000000 Penalty: 6161.141113
	Iteration 19Q: 3 clusters Score -3.113401e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 247579 members 
Entering Unmasked Estep 
Score: -31134038.000000 Penalty: 6161.141113
	Iteration 20F: 3 clusters Score -3.113404e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 247580 members 
Entering Unmasked Estep 
Score: -31134042.000000 Penalty: 6161.141113
	Iteration 21Q: 3 clusters Score -3.113404e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 247583 members 
Entering Unmasked Estep 
Score: -31134072.000000 Penalty: 6161.141113
	Iteration 22Q: 3 clusters Score -3.113407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 247593 members 
Entering Unmasked Estep 
Score: -31134106.000000 Penalty: 6161.141113
	Iteration 23Q: 3 clusters Score -3.113411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 247605 members 
Entering Unmasked Estep 
Score: -31134096.000000 Penalty: 6161.141113
	Iteration 24Q: 3 clusters Score -3.11341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 247611 members 
Entering Unmasked Estep 
Score: -31134140.000000 Penalty: 6161.141113
	Iteration 25Q: 3 clusters Score -3.113414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 247613 members 
Entering Unmasked Estep 
Score: -31134140.000000 Penalty: 6161.141113
	Iteration 26Q: 3 clusters Score -3.113414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 247617 members 
Entering Unmasked Estep 
Score: -31134156.000000 Penalty: 6161.141113
	Iteration 27Q: 3 clusters Score -3.113416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 247619 members 
Entering Unmasked Estep 
Score: -31134142.000000 Penalty: 6161.141113
	Iteration 28Q: 3 clusters Score -3.113414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 247619 members 
Entering Unmasked Estep 
Score: -31134142.000000 Penalty: 6161.141113
	Iteration 29F: 3 clusters Score -3.113414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -50012.171875 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -50012.17 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 234 members 
Entering Unmasked Estep 
Score: -48520.121094 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -48520.12 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -48813.214844 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -48813.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49048.582031 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -49048.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -49477.007812 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -49477.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -49607.101562 Penalty: 3063.229980
	Iteration 4F: 3 clusters Score -49607.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -49705.804688 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -49705.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49843.984375 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -49843.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -49851.718750 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -49851.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -49857.144531 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -49857.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -49887.167969 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -49887.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -49894.132812 Penalty: 3063.229980
	Iteration 10Q: 3 clusters Score -49894.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -49902.691406 Penalty: 3063.229980
	Iteration 11Q: 3 clusters Score -49902.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -49915.878906 Penalty: 3063.229980
	Iteration 12Q: 3 clusters Score -49915.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -49918.589844 Penalty: 3063.229980
	Iteration 13Q: 3 clusters Score -49918.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -49928.804688 Penalty: 3063.229980
	Iteration 14Q: 3 clusters Score -49928.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -49953.066406 Penalty: 3063.229980
	Iteration 15Q: 3 clusters Score -49953.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -50021.343750 Penalty: 3063.229980
	Iteration 16Q: 3 clusters Score -50021.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50099.355469 Penalty: 3063.229980
	Iteration 17Q: 3 clusters Score -50099.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50213.636719 Penalty: 3063.229980
	Iteration 18Q: 3 clusters Score -50213.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -50269.730469 Penalty: 3063.229980
	Iteration 19Q: 3 clusters Score -50269.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -50278.976562 Penalty: 3063.229980
	Iteration 20F: 3 clusters Score -50278.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -50299.453125 Penalty: 3063.229980
	Iteration 21Q: 3 clusters Score -50299.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -50308.652344 Penalty: 3063.229980
	Iteration 22Q: 3 clusters Score -50308.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -50315.476562 Penalty: 3063.229980
	Iteration 23Q: 3 clusters Score -50315.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50328.417969 Penalty: 3063.229980
	Iteration 24Q: 3 clusters Score -50328.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -50332.367188 Penalty: 3063.229980
	Iteration 25Q: 3 clusters Score -50332.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -50334.304688 Penalty: 3063.229980
	Iteration 26Q: 3 clusters Score -50334.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -50338.187500 Penalty: 3063.229980
	Iteration 27Q: 3 clusters Score -50338.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -50338.187500 Penalty: 3063.229980
	Iteration 28F: 3 clusters Score -50338.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 51881 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116931 members 
Mstep: Class 9 contains 248117 members 
Mstep: Class 10 contains 155 members 
Mstep: Class 11 contains 49100 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66709 members 
Mstep: Class 14 contains 204739 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34357 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127701 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39192 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 559 members 
Mstep: Class 24 contains 326 members 
Entering Unmasked Estep 
Score: -119290680.000000 Penalty: 82017.750000
Splitting cluster 10 changes total score from -119292128.000000 to -119290680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (49100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49100 members 
Entering Unmasked Estep 
Score: -6240456.500000 Penalty: 2678.800537
	Iteration 0F: 2 clusters Score -6240456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -6207464.000000 Penalty: 5357.601074
	Iteration 0F: 3 clusters Score -6207464 nChanged 22722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -6220023.000000 Penalty: 5357.601074
	Iteration 1F: 3 clusters Score -6220023 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -6220641.500000 Penalty: 5357.601074
	Iteration 2Q: 3 clusters Score -6220642 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -6221192.500000 Penalty: 5357.601074
	Iteration 3Q: 3 clusters Score -6221192 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -6221696.000000 Penalty: 5357.601074
	Iteration 4Q: 3 clusters Score -6221696 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -6222316.000000 Penalty: 5357.601074
	Iteration 5Q: 3 clusters Score -6222316 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -6223218.000000 Penalty: 5357.601074
	Iteration 6Q: 3 clusters Score -6223218 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -6224553.500000 Penalty: 5357.601074
	Iteration 7F: 3 clusters Score -6224554 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -6226468.500000 Penalty: 5357.601074
	Iteration 8F: 3 clusters Score -6226468 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -6229156.000000 Penalty: 5357.601074
	Iteration 9F: 3 clusters Score -6229156 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -6232061.000000 Penalty: 5357.601074
	Iteration 10F: 3 clusters Score -6232061 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -6234645.500000 Penalty: 5357.601074
	Iteration 11F: 3 clusters Score -6234646 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -6236328.500000 Penalty: 5357.601074
	Iteration 12Q: 3 clusters Score -6236328 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -6237478.500000 Penalty: 5357.601074
	Iteration 13Q: 3 clusters Score -6237478 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -6238184.500000 Penalty: 5357.601074
	Iteration 14Q: 3 clusters Score -6238184 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -6238541.000000 Penalty: 5357.601074
	Iteration 15Q: 3 clusters Score -6238541 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -6238785.000000 Penalty: 5357.601074
	Iteration 16Q: 3 clusters Score -6238785 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -6238908.500000 Penalty: 5357.601074
	Iteration 17Q: 3 clusters Score -6238908 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -6238986.000000 Penalty: 5357.601074
	Iteration 18Q: 3 clusters Score -6238986 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -6239034.000000 Penalty: 5357.601074
	Iteration 19Q: 3 clusters Score -6239034 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -6239062.500000 Penalty: 5357.601074
	Iteration 20F: 3 clusters Score -6239062 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -6239059.000000 Penalty: 5357.601074
	Iteration 21Q: 3 clusters Score -6239059 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -6239062.000000 Penalty: 5357.601074
	Iteration 22Q: 3 clusters Score -6239062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -6239072.000000 Penalty: 5357.601074
	Iteration 23Q: 3 clusters Score -6239072 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -6239078.500000 Penalty: 5357.601074
	Iteration 24Q: 3 clusters Score -6239078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -6239078.500000 Penalty: 5357.601074
	Iteration 25Q: 3 clusters Score -6239078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -6239077.000000 Penalty: 5357.601074
	Iteration 26Q: 3 clusters Score -6239077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -6239084.000000 Penalty: 5357.601074
	Iteration 27Q: 3 clusters Score -6239084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -6239095.000000 Penalty: 5357.601074
	Iteration 28Q: 3 clusters Score -6239095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -6239091.000000 Penalty: 5357.601074
	Iteration 29Q: 3 clusters Score -6239091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -6239087.000000 Penalty: 5357.601074
	Iteration 30Q: 3 clusters Score -6239087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -6239102.000000 Penalty: 5357.601074
	Iteration 31Q: 3 clusters Score -6239102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -6239101.500000 Penalty: 5357.601074
	Iteration 32Q: 3 clusters Score -6239102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -6239111.500000 Penalty: 5357.601074
	Iteration 33Q: 3 clusters Score -6239112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -6239106.500000 Penalty: 5357.601074
	Iteration 34Q: 3 clusters Score -6239106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -6239115.000000 Penalty: 5357.601074
	Iteration 35Q: 3 clusters Score -6239115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -6239108.000000 Penalty: 5357.601074
	Iteration 36Q: 3 clusters Score -6239108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -6239106.500000 Penalty: 5357.601074
	Iteration 37Q: 3 clusters Score -6239106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -6239111.000000 Penalty: 5357.601074
	Iteration 38Q: 3 clusters Score -6239111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -6239105.500000 Penalty: 5357.601074
	Iteration 39Q: 3 clusters Score -6239106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -6239107.500000 Penalty: 5357.601074
	Iteration 40F: 3 clusters Score -6239108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -6239109.000000 Penalty: 5357.601074
	Iteration 41Q: 3 clusters Score -6239109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -6239108.500000 Penalty: 5357.601074
	Iteration 42Q: 3 clusters Score -6239108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -6239108.500000 Penalty: 5357.601074
	Iteration 43Q: 3 clusters Score -6239108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -6239108.000000 Penalty: 5357.601074
	Iteration 44Q: 3 clusters Score -6239108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -6239108.000000 Penalty: 5357.601074
	Iteration 45F: 3 clusters Score -6239108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Entering Unmasked Estep 
Score: -127049.015625 Penalty: 1725.695190
	Iteration 0F: 2 clusters Score -127049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -125081.539062 Penalty: 3451.390381
	Iteration 0F: 3 clusters Score -125081.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -125341.109375 Penalty: 3451.390381
	Iteration 1F: 3 clusters Score -125341.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -125392.773438 Penalty: 3451.390381
	Iteration 2Q: 3 clusters Score -125392.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -125440.804688 Penalty: 3451.390381
	Iteration 3Q: 3 clusters Score -125440.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -125481.562500 Penalty: 3451.390381
	Iteration 4Q: 3 clusters Score -125481.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -125497.296875 Penalty: 3451.390381
	Iteration 5Q: 3 clusters Score -125497.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -125512.125000 Penalty: 3451.390381
	Iteration 6Q: 3 clusters Score -125512.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -125518.367188 Penalty: 3451.390381
	Iteration 7Q: 3 clusters Score -125518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -125519.601562 Penalty: 3451.390381
	Iteration 8Q: 3 clusters Score -125519.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -125519.601562 Penalty: 3451.390381
	Iteration 9F: 3 clusters Score -125519.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66709 members 
Entering Unmasked Estep 
Score: -8180747.500000 Penalty: 2754.807617
	Iteration 0F: 2 clusters Score -8180748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -8136088.000000 Penalty: 5509.615234
	Iteration 0F: 3 clusters Score -8136088 nChanged 31079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -8153099.000000 Penalty: 5509.615234
	Iteration 1F: 3 clusters Score -8153099 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -8153560.500000 Penalty: 5509.615234
	Iteration 2Q: 3 clusters Score -8153560 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -8154004.000000 Penalty: 5509.615234
	Iteration 3Q: 3 clusters Score -8154004 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -8154383.000000 Penalty: 5509.615234
	Iteration 4Q: 3 clusters Score -8154383 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -8154744.000000 Penalty: 5509.615234
	Iteration 5Q: 3 clusters Score -8154744 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -8155033.000000 Penalty: 5509.615234
	Iteration 6Q: 3 clusters Score -8155033 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -8155375.500000 Penalty: 5509.615234
	Iteration 7Q: 3 clusters Score -8155376 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -8155660.500000 Penalty: 5509.615234
	Iteration 8Q: 3 clusters Score -8155660 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -8155835.000000 Penalty: 5509.615234
	Iteration 9Q: 3 clusters Score -8155835 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -8156033.500000 Penalty: 5509.615234
	Iteration 10Q: 3 clusters Score -8156034 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -8156229.500000 Penalty: 5509.615234
	Iteration 11Q: 3 clusters Score -8156230 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -8156390.000000 Penalty: 5509.615234
	Iteration 12Q: 3 clusters Score -8156390 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -8156719.000000 Penalty: 5509.615234
	Iteration 13Q: 3 clusters Score -8156719 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -8156997.500000 Penalty: 5509.615234
	Iteration 14Q: 3 clusters Score -8156998 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -8157377.000000 Penalty: 5509.615234
	Iteration 15Q: 3 clusters Score -8157377 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -8157911.000000 Penalty: 5509.615234
	Iteration 16Q: 3 clusters Score -8157911 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -8158723.500000 Penalty: 5509.615234
	Iteration 17Q: 3 clusters Score -8158724 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -8160063.000000 Penalty: 5509.615234
	Iteration 18Q: 3 clusters Score -8160063 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -8161930.500000 Penalty: 5509.615234
	Iteration 19Q: 3 clusters Score -8161930 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -8164338.500000 Penalty: 5509.615234
	Iteration 20F: 3 clusters Score -8164338 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -8166474.500000 Penalty: 5509.615234
	Iteration 21Q: 3 clusters Score -8166474 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -8167727.000000 Penalty: 5509.615234
	Iteration 22Q: 3 clusters Score -8167727 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -8168379.000000 Penalty: 5509.615234
	Iteration 23Q: 3 clusters Score -8168379 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -8168884.000000 Penalty: 5509.615234
	Iteration 24Q: 3 clusters Score -8168884 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -8169410.000000 Penalty: 5509.615234
	Iteration 25Q: 3 clusters Score -8169410 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -8169987.000000 Penalty: 5509.615234
	Iteration 26Q: 3 clusters Score -8169987 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 54796 members 
Entering Unmasked Estep 
Score: -8170509.000000 Penalty: 5509.615234
	Iteration 27Q: 3 clusters Score -8170509 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -8171203.000000 Penalty: 5509.615234
	Iteration 28Q: 3 clusters Score -8171203 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -8171965.500000 Penalty: 5509.615234
	Iteration 29Q: 3 clusters Score -8171966 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -8172678.500000 Penalty: 5509.615234
	Iteration 30Q: 3 clusters Score -8172678 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 60399 members 
Entering Unmasked Estep 
Score: -8173487.500000 Penalty: 5509.615234
	Iteration 31Q: 3 clusters Score -8173488 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 61739 members 
Entering Unmasked Estep 
Score: -8174391.000000 Penalty: 5509.615234
	Iteration 32Q: 3 clusters Score -8174391 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 63018 members 
Entering Unmasked Estep 
Score: -8175304.500000 Penalty: 5509.615234
	Iteration 33Q: 3 clusters Score -8175304 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 64110 members 
Entering Unmasked Estep 
Score: -8176165.000000 Penalty: 5509.615234
	Iteration 34Q: 3 clusters Score -8176165 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -8176940.000000 Penalty: 5509.615234
	Iteration 35Q: 3 clusters Score -8176940 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 65669 members 
Entering Unmasked Estep 
Score: -8177565.500000 Penalty: 5509.615234
	Iteration 36Q: 3 clusters Score -8177566 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -8177916.000000 Penalty: 5509.615234
	Iteration 37Q: 3 clusters Score -8177916 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -8178145.000000 Penalty: 5509.615234
	Iteration 38Q: 3 clusters Score -8178145 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 66380 members 
Entering Unmasked Estep 
Score: -8178270.500000 Penalty: 5509.615234
	Iteration 39Q: 3 clusters Score -8178270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 66439 members 
Entering Unmasked Estep 
Score: -8178344.500000 Penalty: 5509.615234
	Iteration 40F: 3 clusters Score -8178344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -8178387.500000 Penalty: 5509.615234
	Iteration 41Q: 3 clusters Score -8178388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -8178407.500000 Penalty: 5509.615234
	Iteration 42Q: 3 clusters Score -8178408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 66491 members 
Entering Unmasked Estep 
Score: -8178434.000000 Penalty: 5509.615234
	Iteration 43Q: 3 clusters Score -8178434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
Score: -8178438.500000 Penalty: 5509.615234
	Iteration 44Q: 3 clusters Score -8178438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
Score: -8178446.000000 Penalty: 5509.615234
	Iteration 45Q: 3 clusters Score -8178446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 66507 members 
Entering Unmasked Estep 
Score: -8178457.500000 Penalty: 5509.615234
	Iteration 46Q: 3 clusters Score -8178458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 66509 members 
Entering Unmasked Estep 
Score: -8178455.500000 Penalty: 5509.615234
	Iteration 47Q: 3 clusters Score -8178456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 66513 members 
Entering Unmasked Estep 
Score: -8178464.000000 Penalty: 5509.615234
	Iteration 48Q: 3 clusters Score -8178464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -8178463.000000 Penalty: 5509.615234
	Iteration 49Q: 3 clusters Score -8178463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -8178463.000000 Penalty: 5509.615234
	Iteration 50F: 3 clusters Score -8178463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (204739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204739 members 
Entering Unmasked Estep 
Score: -25758558.000000 Penalty: 3032.913818
	Iteration 0F: 2 clusters Score -2.575856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102463 members 
Mstep: Class 2 contains 102276 members 
Entering Unmasked Estep 
Score: -25624890.000000 Penalty: 6065.827637
	Iteration 0F: 3 clusters Score -2.562489e+07 nChanged 98277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104882 members 
Mstep: Class 2 contains 99857 members 
Entering Unmasked Estep 
Score: -25683276.000000 Penalty: 6065.827637
	Iteration 1F: 3 clusters Score -2.568328e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105595 members 
Mstep: Class 2 contains 99144 members 
Entering Unmasked Estep 
Score: -25684792.000000 Penalty: 6065.827637
	Iteration 2Q: 3 clusters Score -2.568479e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106503 members 
Mstep: Class 2 contains 98236 members 
Entering Unmasked Estep 
Score: -25687156.000000 Penalty: 6065.827637
	Iteration 3Q: 3 clusters Score -2.568716e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107756 members 
Mstep: Class 2 contains 96983 members 
Entering Unmasked Estep 
Score: -25690940.000000 Penalty: 6065.827637
	Iteration 4Q: 3 clusters Score -2.569094e+07 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109342 members 
Mstep: Class 2 contains 95397 members 
Entering Unmasked Estep 
Score: -25696436.000000 Penalty: 6065.827637
	Iteration 5Q: 3 clusters Score -2.569644e+07 nChanged 11858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111242 members 
Mstep: Class 2 contains 93497 members 
Entering Unmasked Estep 
Score: -25704002.000000 Penalty: 6065.827637
	Iteration 6F: 3 clusters Score -2.5704e+07 nChanged 13270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113256 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -25714010.000000 Penalty: 6065.827637
	Iteration 7F: 3 clusters Score -2.571401e+07 nChanged 13729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114909 members 
Mstep: Class 2 contains 89830 members 
Entering Unmasked Estep 
Score: -25723866.000000 Penalty: 6065.827637
	Iteration 8F: 3 clusters Score -2.572387e+07 nChanged 11850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116065 members 
Mstep: Class 2 contains 88674 members 
Entering Unmasked Estep 
Score: -25730058.000000 Penalty: 6065.827637
	Iteration 9F: 3 clusters Score -2.573006e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117118 members 
Mstep: Class 2 contains 87621 members 
Entering Unmasked Estep 
Score: -25732236.000000 Penalty: 6065.827637
	Iteration 10Q: 3 clusters Score -2.573224e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118204 members 
Mstep: Class 2 contains 86535 members 
Entering Unmasked Estep 
Score: -25733158.000000 Penalty: 6065.827637
	Iteration 11Q: 3 clusters Score -2.573316e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119322 members 
Mstep: Class 2 contains 85417 members 
Entering Unmasked Estep 
Score: -25733678.000000 Penalty: 6065.827637
	Iteration 12Q: 3 clusters Score -2.573368e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120476 members 
Mstep: Class 2 contains 84263 members 
Entering Unmasked Estep 
Score: -25733806.000000 Penalty: 6065.827637
	Iteration 13Q: 3 clusters Score -2.573381e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121608 members 
Mstep: Class 2 contains 83131 members 
Entering Unmasked Estep 
Score: -25734140.000000 Penalty: 6065.827637
	Iteration 14Q: 3 clusters Score -2.573414e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122715 members 
Mstep: Class 2 contains 82024 members 
Entering Unmasked Estep 
Score: -25734470.000000 Penalty: 6065.827637
	Iteration 15Q: 3 clusters Score -2.573447e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123939 members 
Mstep: Class 2 contains 80800 members 
Entering Unmasked Estep 
Score: -25734808.000000 Penalty: 6065.827637
	Iteration 16Q: 3 clusters Score -2.573481e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125240 members 
Mstep: Class 2 contains 79499 members 
Entering Unmasked Estep 
Score: -25735088.000000 Penalty: 6065.827637
	Iteration 17Q: 3 clusters Score -2.573509e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126654 members 
Mstep: Class 2 contains 78085 members 
Entering Unmasked Estep 
Score: -25735508.000000 Penalty: 6065.827637
	Iteration 18Q: 3 clusters Score -2.573551e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128131 members 
Mstep: Class 2 contains 76608 members 
Entering Unmasked Estep 
Score: -25735992.000000 Penalty: 6065.827637
	Iteration 19Q: 3 clusters Score -2.573599e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129710 members 
Mstep: Class 2 contains 75029 members 
Entering Unmasked Estep 
Score: -25736382.000000 Penalty: 6065.827637
	Iteration 20F: 3 clusters Score -2.573638e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131449 members 
Mstep: Class 2 contains 73290 members 
Entering Unmasked Estep 
Score: -25736806.000000 Penalty: 6065.827637
	Iteration 21Q: 3 clusters Score -2.573681e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133299 members 
Mstep: Class 2 contains 71440 members 
Entering Unmasked Estep 
Score: -25737216.000000 Penalty: 6065.827637
	Iteration 22Q: 3 clusters Score -2.573722e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135225 members 
Mstep: Class 2 contains 69514 members 
Entering Unmasked Estep 
Score: -25737600.000000 Penalty: 6065.827637
	Iteration 23Q: 3 clusters Score -2.57376e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137330 members 
Mstep: Class 2 contains 67409 members 
Entering Unmasked Estep 
Score: -25738178.000000 Penalty: 6065.827637
	Iteration 24Q: 3 clusters Score -2.573818e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139578 members 
Mstep: Class 2 contains 65161 members 
Entering Unmasked Estep 
Score: -25738816.000000 Penalty: 6065.827637
	Iteration 25Q: 3 clusters Score -2.573882e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141933 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -25739562.000000 Penalty: 6065.827637
	Iteration 26Q: 3 clusters Score -2.573956e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144324 members 
Mstep: Class 2 contains 60415 members 
Entering Unmasked Estep 
Score: -25740206.000000 Penalty: 6065.827637
	Iteration 27Q: 3 clusters Score -2.574021e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146775 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -25740796.000000 Penalty: 6065.827637
	Iteration 28Q: 3 clusters Score -2.57408e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149202 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
Score: -25741316.000000 Penalty: 6065.827637
	Iteration 29Q: 3 clusters Score -2.574132e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151710 members 
Mstep: Class 2 contains 53029 members 
Entering Unmasked Estep 
Score: -25741920.000000 Penalty: 6065.827637
	Iteration 30Q: 3 clusters Score -2.574192e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154193 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -25742480.000000 Penalty: 6065.827637
	Iteration 31Q: 3 clusters Score -2.574248e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156754 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -25743124.000000 Penalty: 6065.827637
	Iteration 32Q: 3 clusters Score -2.574312e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159248 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -25743804.000000 Penalty: 6065.827637
	Iteration 33Q: 3 clusters Score -2.57438e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161651 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -25744384.000000 Penalty: 6065.827637
	Iteration 34Q: 3 clusters Score -2.574438e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164029 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -25744850.000000 Penalty: 6065.827637
	Iteration 35Q: 3 clusters Score -2.574485e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166299 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -25745344.000000 Penalty: 6065.827637
	Iteration 36Q: 3 clusters Score -2.574534e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168487 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -25745760.000000 Penalty: 6065.827637
	Iteration 37Q: 3 clusters Score -2.574576e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170552 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -25746196.000000 Penalty: 6065.827637
	Iteration 38Q: 3 clusters Score -2.57462e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172651 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -25746632.000000 Penalty: 6065.827637
	Iteration 39Q: 3 clusters Score -2.574663e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174642 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -25747124.000000 Penalty: 6065.827637
	Iteration 40F: 3 clusters Score -2.574712e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176652 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -25747574.000000 Penalty: 6065.827637
	Iteration 41Q: 3 clusters Score -2.574757e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178579 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -25748064.000000 Penalty: 6065.827637
	Iteration 42Q: 3 clusters Score -2.574806e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180378 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -25748472.000000 Penalty: 6065.827637
	Iteration 43Q: 3 clusters Score -2.574847e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182102 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -25748716.000000 Penalty: 6065.827637
	Iteration 44Q: 3 clusters Score -2.574872e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183691 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -25749150.000000 Penalty: 6065.827637
	Iteration 45Q: 3 clusters Score -2.574915e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185133 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -25749568.000000 Penalty: 6065.827637
	Iteration 46Q: 3 clusters Score -2.574957e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186472 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -25749906.000000 Penalty: 6065.827637
	Iteration 47Q: 3 clusters Score -2.574991e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187755 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -25750224.000000 Penalty: 6065.827637
	Iteration 48Q: 3 clusters Score -2.575022e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188972 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -25750582.000000 Penalty: 6065.827637
	Iteration 49Q: 3 clusters Score -2.575058e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190134 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -25751020.000000 Penalty: 6065.827637
	Iteration 50Q: 3 clusters Score -2.575102e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191194 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -25751438.000000 Penalty: 6065.827637
	Iteration 51Q: 3 clusters Score -2.575144e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192191 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -25751936.000000 Penalty: 6065.827637
	Iteration 52Q: 3 clusters Score -2.575194e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193159 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -25752354.000000 Penalty: 6065.827637
	Iteration 53Q: 3 clusters Score -2.575235e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194082 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -25752702.000000 Penalty: 6065.827637
	Iteration 54Q: 3 clusters Score -2.57527e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194882 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -25752996.000000 Penalty: 6065.827637
	Iteration 55Q: 3 clusters Score -2.5753e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195591 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -25753324.000000 Penalty: 6065.827637
	Iteration 56Q: 3 clusters Score -2.575332e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196282 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -25753572.000000 Penalty: 6065.827637
	Iteration 57Q: 3 clusters Score -2.575357e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196863 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -25753810.000000 Penalty: 6065.827637
	Iteration 58Q: 3 clusters Score -2.575381e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197423 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -25754104.000000 Penalty: 6065.827637
	Iteration 59Q: 3 clusters Score -2.57541e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197970 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -25754336.000000 Penalty: 6065.827637
	Iteration 60F: 3 clusters Score -2.575434e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198442 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -25754522.000000 Penalty: 6065.827637
	Iteration 61Q: 3 clusters Score -2.575452e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198871 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -25754716.000000 Penalty: 6065.827637
	Iteration 62Q: 3 clusters Score -2.575472e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199209 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -25754862.000000 Penalty: 6065.827637
	Iteration 63Q: 3 clusters Score -2.575486e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199496 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -25754972.000000 Penalty: 6065.827637
	Iteration 64Q: 3 clusters Score -2.575497e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199745 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -25755060.000000 Penalty: 6065.827637
	Iteration 65Q: 3 clusters Score -2.575506e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199987 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -25755124.000000 Penalty: 6065.827637
	Iteration 66Q: 3 clusters Score -2.575512e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200209 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -25755218.000000 Penalty: 6065.827637
	Iteration 67Q: 3 clusters Score -2.575522e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200395 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -25755310.000000 Penalty: 6065.827637
	Iteration 68Q: 3 clusters Score -2.575531e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200567 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -25755354.000000 Penalty: 6065.827637
	Iteration 69Q: 3 clusters Score -2.575535e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200738 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -25755426.000000 Penalty: 6065.827637
	Iteration 70Q: 3 clusters Score -2.575543e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200882 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -25755490.000000 Penalty: 6065.827637
	Iteration 71Q: 3 clusters Score -2.575549e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200999 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -25755516.000000 Penalty: 6065.827637
	Iteration 72Q: 3 clusters Score -2.575552e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201114 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -25755600.000000 Penalty: 6065.827637
	Iteration 73Q: 3 clusters Score -2.57556e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201209 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -25755664.000000 Penalty: 6065.827637
	Iteration 74Q: 3 clusters Score -2.575566e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201303 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -25755684.000000 Penalty: 6065.827637
	Iteration 75Q: 3 clusters Score -2.575568e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201385 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -25755712.000000 Penalty: 6065.827637
	Iteration 76Q: 3 clusters Score -2.575571e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201462 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -25755762.000000 Penalty: 6065.827637
	Iteration 77Q: 3 clusters Score -2.575576e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201531 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -25755772.000000 Penalty: 6065.827637
	Iteration 78Q: 3 clusters Score -2.575577e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201594 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -25755774.000000 Penalty: 6065.827637
	Iteration 79Q: 3 clusters Score -2.575577e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201651 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -25755788.000000 Penalty: 6065.827637
	Iteration 80F: 3 clusters Score -2.575579e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201708 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -25755804.000000 Penalty: 6065.827637
	Iteration 81Q: 3 clusters Score -2.57558e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201752 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -25755806.000000 Penalty: 6065.827637
	Iteration 82Q: 3 clusters Score -2.575581e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201796 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -25755802.000000 Penalty: 6065.827637
	Iteration 83Q: 3 clusters Score -2.57558e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201837 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -25755822.000000 Penalty: 6065.827637
	Iteration 84Q: 3 clusters Score -2.575582e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201873 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -25755858.000000 Penalty: 6065.827637
	Iteration 85Q: 3 clusters Score -2.575586e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201908 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -25755888.000000 Penalty: 6065.827637
	Iteration 86Q: 3 clusters Score -2.575589e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201942 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -25755904.000000 Penalty: 6065.827637
	Iteration 87Q: 3 clusters Score -2.57559e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201971 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -25755924.000000 Penalty: 6065.827637
	Iteration 88Q: 3 clusters Score -2.575592e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202006 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -25755912.000000 Penalty: 6065.827637
	Iteration 89Q: 3 clusters Score -2.575591e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202037 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -25755920.000000 Penalty: 6065.827637
	Iteration 90Q: 3 clusters Score -2.575592e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202057 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -25755936.000000 Penalty: 6065.827637
	Iteration 91Q: 3 clusters Score -2.575594e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202083 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -25755970.000000 Penalty: 6065.827637
	Iteration 92Q: 3 clusters Score -2.575597e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202102 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -25755940.000000 Penalty: 6065.827637
	Iteration 93Q: 3 clusters Score -2.575594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202115 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -25755940.000000 Penalty: 6065.827637
	Iteration 94Q: 3 clusters Score -2.575594e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202130 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -25755978.000000 Penalty: 6065.827637
	Iteration 95Q: 3 clusters Score -2.575598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202140 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -25755988.000000 Penalty: 6065.827637
	Iteration 96Q: 3 clusters Score -2.575599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202149 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -25755990.000000 Penalty: 6065.827637
	Iteration 97Q: 3 clusters Score -2.575599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202156 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -25756000.000000 Penalty: 6065.827637
	Iteration 98Q: 3 clusters Score -2.5756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202166 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -25755998.000000 Penalty: 6065.827637
	Iteration 99Q: 3 clusters Score -2.5756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202176 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -25756016.000000 Penalty: 6065.827637
	Iteration 100F: 3 clusters Score -2.575602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202181 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -25756000.000000 Penalty: 6065.827637
	Iteration 101Q: 3 clusters Score -2.5756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202188 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -25755998.000000 Penalty: 6065.827637
	Iteration 102Q: 3 clusters Score -2.5756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202192 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -25755994.000000 Penalty: 6065.827637
	Iteration 103Q: 3 clusters Score -2.575599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202196 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -25755988.000000 Penalty: 6065.827637
	Iteration 104Q: 3 clusters Score -2.575599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202196 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -25755988.000000 Penalty: 6065.827637
	Iteration 105F: 3 clusters Score -2.575599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -284818.562500 Penalty: 1926.805908
	Iteration 0F: 2 clusters Score -284818.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -281936.968750 Penalty: 3853.611816
	Iteration 0F: 3 clusters Score -281937 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -282458.500000 Penalty: 3853.611816
	Iteration 1F: 3 clusters Score -282458.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -282589.656250 Penalty: 3853.611816
	Iteration 2F: 3 clusters Score -282589.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -282670.562500 Penalty: 3853.611816
	Iteration 3Q: 3 clusters Score -282670.6 nChanged 68
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: -282726.000000 Penalty: 3853.611816
	Iteration 4Q: 3 clusters Score -282726 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -282772.156250 Penalty: 3853.611816
	Iteration 5Q: 3 clusters Score -282772.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -282814.937500 Penalty: 3853.611816
	Iteration 6Q: 3 clusters Score -282814.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -282858.187500 Penalty: 3853.611816
	Iteration 7Q: 3 clusters Score -282858.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -282883.375000 Penalty: 3853.611816
	Iteration 8Q: 3 clusters Score -282883.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -282900.937500 Penalty: 3853.611816
	Iteration 9Q: 3 clusters Score -282900.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -282915.843750 Penalty: 3853.611816
	Iteration 10Q: 3 clusters Score -282915.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -282928.625000 Penalty: 3853.611816
	Iteration 11Q: 3 clusters Score -282928.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -282939.562500 Penalty: 3853.611816
	Iteration 12Q: 3 clusters Score -282939.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -282946.687500 Penalty: 3853.611816
	Iteration 13Q: 3 clusters Score -282946.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -282954.500000 Penalty: 3853.611816
	Iteration 14Q: 3 clusters Score -282954.5 nChanged 9
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: -282957.843750 Penalty: 3853.611816
	Iteration 15Q: 3 clusters Score -282957.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -282965.343750 Penalty: 3853.611816
	Iteration 16Q: 3 clusters Score -282965.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -282971.375000 Penalty: 3853.611816
	Iteration 17Q: 3 clusters Score -282971.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -282978.562500 Penalty: 3853.611816
	Iteration 18Q: 3 clusters Score -282978.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -282988.343750 Penalty: 3853.611816
	Iteration 19Q: 3 clusters Score -282988.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -282999.656250 Penalty: 3853.611816
	Iteration 20F: 3 clusters Score -282999.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -283009.437500 Penalty: 3853.611816
	Iteration 21Q: 3 clusters Score -283009.4 nChanged 11
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: -283017.625000 Penalty: 3853.611816
	Iteration 22Q: 3 clusters Score -283017.6 nChanged 12
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: -283027.281250 Penalty: 3853.611816
	Iteration 23Q: 3 clusters Score -283027.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -283034.093750 Penalty: 3853.611816
	Iteration 24Q: 3 clusters Score -283034.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -283040.093750 Penalty: 3853.611816
	Iteration 25Q: 3 clusters Score -283040.1 nChanged 11
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: -283047.843750 Penalty: 3853.611816
	Iteration 26Q: 3 clusters Score -283047.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -283055.375000 Penalty: 3853.611816
	Iteration 27Q: 3 clusters Score -283055.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -283061.656250 Penalty: 3853.611816
	Iteration 28Q: 3 clusters Score -283061.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -283071.312500 Penalty: 3853.611816
	Iteration 29Q: 3 clusters Score -283071.3 nChanged 23
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: -283095.000000 Penalty: 3853.611816
	Iteration 30Q: 3 clusters Score -283095 nChanged 30
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: -283128.218750 Penalty: 3853.611816
	Iteration 31Q: 3 clusters Score -283128.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -283166.625000 Penalty: 3853.611816
	Iteration 32Q: 3 clusters Score -283166.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -283216.718750 Penalty: 3853.611816
	Iteration 33Q: 3 clusters Score -283216.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -283279.281250 Penalty: 3853.611816
	Iteration 34Q: 3 clusters Score -283279.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -283353.156250 Penalty: 3853.611816
	Iteration 35Q: 3 clusters Score -283353.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -283434.156250 Penalty: 3853.611816
	Iteration 36Q: 3 clusters Score -283434.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -283500.968750 Penalty: 3853.611816
	Iteration 37Q: 3 clusters Score -283501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -283570.125000 Penalty: 3853.611816
	Iteration 38Q: 3 clusters Score -283570.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -283654.187500 Penalty: 3853.611816
	Iteration 39Q: 3 clusters Score -283654.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -283730.593750 Penalty: 3853.611816
	Iteration 40F: 3 clusters Score -283730.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -283814.375000 Penalty: 3853.611816
	Iteration 41Q: 3 clusters Score -283814.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -283903.187500 Penalty: 3853.611816
	Iteration 42Q: 3 clusters Score -283903.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -284012.156250 Penalty: 3853.611816
	Iteration 43Q: 3 clusters Score -284012.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -284102.656250 Penalty: 3853.611816
	Iteration 44Q: 3 clusters Score -284102.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -284158.250000 Penalty: 3853.611816
	Iteration 45Q: 3 clusters Score -284158.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -284193.031250 Penalty: 3853.611816
	Iteration 46Q: 3 clusters Score -284193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -284217.718750 Penalty: 3853.611816
	Iteration 47Q: 3 clusters Score -284217.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -284236.000000 Penalty: 3853.611816
	Iteration 48Q: 3 clusters Score -284236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -284247.031250 Penalty: 3853.611816
	Iteration 49Q: 3 clusters Score -284247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -284257.437500 Penalty: 3853.611816
	Iteration 50Q: 3 clusters Score -284257.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -284267.156250 Penalty: 3853.611816
	Iteration 51Q: 3 clusters Score -284267.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -284278.562500 Penalty: 3853.611816
	Iteration 52Q: 3 clusters Score -284278.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -284294.437500 Penalty: 3853.611816
	Iteration 53Q: 3 clusters Score -284294.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -284311.687500 Penalty: 3853.611816
	Iteration 54Q: 3 clusters Score -284311.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -284323.031250 Penalty: 3853.611816
	Iteration 55Q: 3 clusters Score -284323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -284338.437500 Penalty: 3853.611816
	Iteration 56Q: 3 clusters Score -284338.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -284348.218750 Penalty: 3853.611816
	Iteration 57Q: 3 clusters Score -284348.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -284357.875000 Penalty: 3853.611816
	Iteration 58Q: 3 clusters Score -284357.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -284361.093750 Penalty: 3853.611816
	Iteration 59Q: 3 clusters Score -284361.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -284366.531250 Penalty: 3853.611816
	Iteration 60F: 3 clusters Score -284366.5 nChanged 4
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: -284369.937500 Penalty: 3853.611816
	Iteration 61Q: 3 clusters Score -284369.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -284373.906250 Penalty: 3853.611816
	Iteration 62Q: 3 clusters Score -284373.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -284378.812500 Penalty: 3853.611816
	Iteration 63Q: 3 clusters Score -284378.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -284382.343750 Penalty: 3853.611816
	Iteration 64Q: 3 clusters Score -284382.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -284385.937500 Penalty: 3853.611816
	Iteration 65Q: 3 clusters Score -284385.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -284388.406250 Penalty: 3853.611816
	Iteration 66Q: 3 clusters Score -284388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -284389.312500 Penalty: 3853.611816
	Iteration 67Q: 3 clusters Score -284389.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -284389.968750 Penalty: 3853.611816
	Iteration 68Q: 3 clusters Score -284390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -284391.500000 Penalty: 3853.611816
	Iteration 69Q: 3 clusters Score -284391.5 nChanged 1
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: -284392.843750 Penalty: 3853.611816
	Iteration 70Q: 3 clusters Score -284392.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -284392.906250 Penalty: 3853.611816
	Iteration 71Q: 3 clusters Score -284392.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -284393.468750 Penalty: 3853.611816
	Iteration 72Q: 3 clusters Score -284393.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -284395.000000 Penalty: 3853.611816
	Iteration 73Q: 3 clusters Score -284395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -284397.468750 Penalty: 3853.611816
	Iteration 74Q: 3 clusters Score -284397.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -284397.437500 Penalty: 3853.611816
	Iteration 75Q: 3 clusters Score -284397.4 nChanged 2
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: -284398.406250 Penalty: 3853.611816
	Iteration 76Q: 3 clusters Score -284398.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -284399.906250 Penalty: 3853.611816
	Iteration 77Q: 3 clusters Score -284399.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -284400.687500 Penalty: 3853.611816
	Iteration 78Q: 3 clusters Score -284400.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -284401.156250 Penalty: 3853.611816
	Iteration 79Q: 3 clusters Score -284401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -284402.062500 Penalty: 3853.611816
	Iteration 80F: 3 clusters Score -284402.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -284403.468750 Penalty: 3853.611816
	Iteration 81Q: 3 clusters Score -284403.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -284405.093750 Penalty: 3853.611816
	Iteration 82Q: 3 clusters Score -284405.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -284406.437500 Penalty: 3853.611816
	Iteration 83Q: 3 clusters Score -284406.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -284407.468750 Penalty: 3853.611816
	Iteration 84Q: 3 clusters Score -284407.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -284408.500000 Penalty: 3853.611816
	Iteration 85Q: 3 clusters Score -284408.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -284410.531250 Penalty: 3853.611816
	Iteration 86Q: 3 clusters Score -284410.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -284412.062500 Penalty: 3853.611816
	Iteration 87Q: 3 clusters Score -284412.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -284412.062500 Penalty: 3853.611816
	Iteration 88F: 3 clusters Score -284412.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Entering Unmasked Estep 
Score: -4381196.500000 Penalty: 2590.251221
	Iteration 0F: 2 clusters Score -4381196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -4357582.000000 Penalty: 5180.502441
	Iteration 0F: 3 clusters Score -4357582 nChanged 15728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -4366277.500000 Penalty: 5180.502441
	Iteration 1F: 3 clusters Score -4366278 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -4366854.500000 Penalty: 5180.502441
	Iteration 2Q: 3 clusters Score -4366854 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -4367540.500000 Penalty: 5180.502441
	Iteration 3Q: 3 clusters Score -4367540 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -4368549.000000 Penalty: 5180.502441
	Iteration 4F: 3 clusters Score -4368549 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -4370037.500000 Penalty: 5180.502441
	Iteration 5F: 3 clusters Score -4370038 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -4372145.500000 Penalty: 5180.502441
	Iteration 6F: 3 clusters Score -4372146 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -4374670.000000 Penalty: 5180.502441
	Iteration 7F: 3 clusters Score -4374670 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4376694.000000 Penalty: 5180.502441
	Iteration 8F: 3 clusters Score -4376694 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4377905.000000 Penalty: 5180.502441
	Iteration 9Q: 3 clusters Score -4377905 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4378503.500000 Penalty: 5180.502441
	Iteration 10Q: 3 clusters Score -4378504 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4378769.000000 Penalty: 5180.502441
	Iteration 11Q: 3 clusters Score -4378769 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4378911.000000 Penalty: 5180.502441
	Iteration 12Q: 3 clusters Score -4378911 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4378973.500000 Penalty: 5180.502441
	Iteration 13Q: 3 clusters Score -4378974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4379042.500000 Penalty: 5180.502441
	Iteration 14Q: 3 clusters Score -4379042 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4379063.500000 Penalty: 5180.502441
	Iteration 15Q: 3 clusters Score -4379064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4379092.000000 Penalty: 5180.502441
	Iteration 16Q: 3 clusters Score -4379092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4379128.000000 Penalty: 5180.502441
	Iteration 17Q: 3 clusters Score -4379128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4379149.500000 Penalty: 5180.502441
	Iteration 18Q: 3 clusters Score -4379150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4379163.500000 Penalty: 5180.502441
	Iteration 19Q: 3 clusters Score -4379164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4379168.000000 Penalty: 5180.502441
	Iteration 20F: 3 clusters Score -4379168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4379168.000000 Penalty: 5180.502441
	Iteration 21Q: 3 clusters Score -4379168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4379175.500000 Penalty: 5180.502441
	Iteration 22Q: 3 clusters Score -4379176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4379184.500000 Penalty: 5180.502441
	Iteration 23Q: 3 clusters Score -4379184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4379195.500000 Penalty: 5180.502441
	Iteration 24Q: 3 clusters Score -4379196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4379198.500000 Penalty: 5180.502441
	Iteration 25Q: 3 clusters Score -4379198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4379203.000000 Penalty: 5180.502441
	Iteration 26Q: 3 clusters Score -4379203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4379200.000000 Penalty: 5180.502441
	Iteration 27Q: 3 clusters Score -4379200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4379202.500000 Penalty: 5180.502441
	Iteration 28Q: 3 clusters Score -4379202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4379205.000000 Penalty: 5180.502441
	Iteration 29Q: 3 clusters Score -4379205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4379207.000000 Penalty: 5180.502441
	Iteration 30Q: 3 clusters Score -4379207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4379207.000000 Penalty: 5180.502441
	Iteration 31F: 3 clusters Score -4379207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -52417.074219 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -52417.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50910.851562 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -50910.85 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51174.410156 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -51174.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51262.308594 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -51262.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51355.292969 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -51355.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51419.007812 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -51419.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51454.824219 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -51454.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51485.199219 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -51485.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51515.511719 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -51515.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51532.230469 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -51532.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51551.800781 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -51551.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51577.214844 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -51577.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51612.789062 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -51612.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51650.617188 Penalty: 3097.106689
	Iteration 12Q: 3 clusters Score -51650.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51705.308594 Penalty: 3097.106689
	Iteration 13Q: 3 clusters Score -51705.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51802.402344 Penalty: 3097.106689
	Iteration 14Q: 3 clusters Score -51802.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51833.523438 Penalty: 3097.106689
	Iteration 15Q: 3 clusters Score -51833.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51841.441406 Penalty: 3097.106689
	Iteration 16Q: 3 clusters Score -51841.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51843.703125 Penalty: 3097.106689
	Iteration 17Q: 3 clusters Score -51843.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51843.703125 Penalty: 3097.106689
	Iteration 18F: 3 clusters Score -51843.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (127701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127701 members 
Entering Unmasked Estep 
Score: -16128365.000000 Penalty: 2915.846924
	Iteration 0F: 2 clusters Score -1.612836e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 64043 members 
Entering Unmasked Estep 
Score: -16043012.000000 Penalty: 5831.693848
	Iteration 0F: 3 clusters Score -1.604301e+07 nChanged 61026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60606 members 
Mstep: Class 2 contains 67095 members 
Entering Unmasked Estep 
Score: -16078827.000000 Penalty: 5831.693848
	Iteration 1F: 3 clusters Score -1.607883e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 68998 members 
Entering Unmasked Estep 
Score: -16080644.000000 Penalty: 5831.693848
	Iteration 2Q: 3 clusters Score -1.608064e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 71997 members 
Entering Unmasked Estep 
Score: -16083428.000000 Penalty: 5831.693848
	Iteration 3Q: 3 clusters Score -1.608343e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 76409 members 
Entering Unmasked Estep 
Score: -16087120.000000 Penalty: 5831.693848
	Iteration 4F: 3 clusters Score -1.608712e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 82560 members 
Entering Unmasked Estep 
Score: -16092636.000000 Penalty: 5831.693848
	Iteration 5F: 3 clusters Score -1.609264e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 89943 members 
Entering Unmasked Estep 
Score: -16099819.000000 Penalty: 5831.693848
	Iteration 6F: 3 clusters Score -1.609982e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 97398 members 
Entering Unmasked Estep 
Score: -16107384.000000 Penalty: 5831.693848
	Iteration 7F: 3 clusters Score -1.610738e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 103219 members 
Entering Unmasked Estep 
Score: -16113461.000000 Penalty: 5831.693848
	Iteration 8F: 3 clusters Score -1.611346e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 107241 members 
Entering Unmasked Estep 
Score: -16117218.000000 Penalty: 5831.693848
	Iteration 9Q: 3 clusters Score -1.611722e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 109967 members 
Entering Unmasked Estep 
Score: -16119420.000000 Penalty: 5831.693848
	Iteration 10Q: 3 clusters Score -1.611942e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 112156 members 
Entering Unmasked Estep 
Score: -16120664.000000 Penalty: 5831.693848
	Iteration 11Q: 3 clusters Score -1.612066e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 114028 members 
Entering Unmasked Estep 
Score: -16121573.000000 Penalty: 5831.693848
	Iteration 12Q: 3 clusters Score -1.612157e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 115636 members 
Entering Unmasked Estep 
Score: -16122328.000000 Penalty: 5831.693848
	Iteration 13Q: 3 clusters Score -1.612233e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 117035 members 
Entering Unmasked Estep 
Score: -16122930.000000 Penalty: 5831.693848
	Iteration 14Q: 3 clusters Score -1.612293e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 118240 members 
Entering Unmasked Estep 
Score: -16123479.000000 Penalty: 5831.693848
	Iteration 15Q: 3 clusters Score -1.612348e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 119297 members 
Entering Unmasked Estep 
Score: -16123940.000000 Penalty: 5831.693848
	Iteration 16Q: 3 clusters Score -1.612394e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 120161 members 
Entering Unmasked Estep 
Score: -16124238.000000 Penalty: 5831.693848
	Iteration 17Q: 3 clusters Score -1.612424e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 120957 members 
Entering Unmasked Estep 
Score: -16124537.000000 Penalty: 5831.693848
	Iteration 18Q: 3 clusters Score -1.612454e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 121643 members 
Entering Unmasked Estep 
Score: -16124768.000000 Penalty: 5831.693848
	Iteration 19Q: 3 clusters Score -1.612477e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 122241 members 
Entering Unmasked Estep 
Score: -16124950.000000 Penalty: 5831.693848
	Iteration 20F: 3 clusters Score -1.612495e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 122773 members 
Entering Unmasked Estep 
Score: -16125131.000000 Penalty: 5831.693848
	Iteration 21Q: 3 clusters Score -1.612513e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 123210 members 
Entering Unmasked Estep 
Score: -16125335.000000 Penalty: 5831.693848
	Iteration 22Q: 3 clusters Score -1.612534e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 123583 members 
Entering Unmasked Estep 
Score: -16125460.000000 Penalty: 5831.693848
	Iteration 23Q: 3 clusters Score -1.612546e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 123865 members 
Entering Unmasked Estep 
Score: -16125472.000000 Penalty: 5831.693848
	Iteration 24Q: 3 clusters Score -1.612547e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 124122 members 
Entering Unmasked Estep 
Score: -16125561.000000 Penalty: 5831.693848
	Iteration 25Q: 3 clusters Score -1.612556e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 124333 members 
Entering Unmasked Estep 
Score: -16125649.000000 Penalty: 5831.693848
	Iteration 26Q: 3 clusters Score -1.612565e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 124540 members 
Entering Unmasked Estep 
Score: -16125682.000000 Penalty: 5831.693848
	Iteration 27Q: 3 clusters Score -1.612568e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 124729 members 
Entering Unmasked Estep 
Score: -16125695.000000 Penalty: 5831.693848
	Iteration 28Q: 3 clusters Score -1.61257e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 124882 members 
Entering Unmasked Estep 
Score: -16125740.000000 Penalty: 5831.693848
	Iteration 29Q: 3 clusters Score -1.612574e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 124999 members 
Entering Unmasked Estep 
Score: -16125771.000000 Penalty: 5831.693848
	Iteration 30Q: 3 clusters Score -1.612577e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 125083 members 
Entering Unmasked Estep 
Score: -16125756.000000 Penalty: 5831.693848
	Iteration 31Q: 3 clusters Score -1.612576e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 125175 members 
Entering Unmasked Estep 
Score: -16125796.000000 Penalty: 5831.693848
	Iteration 32Q: 3 clusters Score -1.61258e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 125263 members 
Entering Unmasked Estep 
Score: -16125813.000000 Penalty: 5831.693848
	Iteration 33Q: 3 clusters Score -1.612581e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 125354 members 
Entering Unmasked Estep 
Score: -16125886.000000 Penalty: 5831.693848
	Iteration 34Q: 3 clusters Score -1.612589e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 125431 members 
Entering Unmasked Estep 
Score: -16125916.000000 Penalty: 5831.693848
	Iteration 35Q: 3 clusters Score -1.612592e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 125496 members 
Entering Unmasked Estep 
Score: -16125931.000000 Penalty: 5831.693848
	Iteration 36Q: 3 clusters Score -1.612593e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 125554 members 
Entering Unmasked Estep 
Score: -16125937.000000 Penalty: 5831.693848
	Iteration 37Q: 3 clusters Score -1.612594e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 125600 members 
Entering Unmasked Estep 
Score: -16125951.000000 Penalty: 5831.693848
	Iteration 38Q: 3 clusters Score -1.612595e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 125648 members 
Entering Unmasked Estep 
Score: -16125993.000000 Penalty: 5831.693848
	Iteration 39Q: 3 clusters Score -1.612599e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 125687 members 
Entering Unmasked Estep 
Score: -16126000.000000 Penalty: 5831.693848
	Iteration 40F: 3 clusters Score -1.6126e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 125719 members 
Entering Unmasked Estep 
Score: -16126008.000000 Penalty: 5831.693848
	Iteration 41Q: 3 clusters Score -1.612601e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 125748 members 
Entering Unmasked Estep 
Score: -16126020.000000 Penalty: 5831.693848
	Iteration 42Q: 3 clusters Score -1.612602e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 125775 members 
Entering Unmasked Estep 
Score: -16126012.000000 Penalty: 5831.693848
	Iteration 43Q: 3 clusters Score -1.612601e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 125798 members 
Entering Unmasked Estep 
Score: -16126032.000000 Penalty: 5831.693848
	Iteration 44Q: 3 clusters Score -1.612603e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 125820 members 
Entering Unmasked Estep 
Score: -16126010.000000 Penalty: 5831.693848
	Iteration 45Q: 3 clusters Score -1.612601e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 125841 members 
Entering Unmasked Estep 
Score: -16126029.000000 Penalty: 5831.693848
	Iteration 46Q: 3 clusters Score -1.612603e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 125858 members 
Entering Unmasked Estep 
Score: -16126038.000000 Penalty: 5831.693848
	Iteration 47Q: 3 clusters Score -1.612604e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 125872 members 
Entering Unmasked Estep 
Score: -16126031.000000 Penalty: 5831.693848
	Iteration 48Q: 3 clusters Score -1.612603e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 125887 members 
Entering Unmasked Estep 
Score: -16126040.000000 Penalty: 5831.693848
	Iteration 49Q: 3 clusters Score -1.612604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 125900 members 
Entering Unmasked Estep 
Score: -16126044.000000 Penalty: 5831.693848
	Iteration 50Q: 3 clusters Score -1.612604e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 125915 members 
Entering Unmasked Estep 
Score: -16126035.000000 Penalty: 5831.693848
	Iteration 51Q: 3 clusters Score -1.612604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 125926 members 
Entering Unmasked Estep 
Score: -16126028.000000 Penalty: 5831.693848
	Iteration 52Q: 3 clusters Score -1.612603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 125935 members 
Entering Unmasked Estep 
Score: -16126026.000000 Penalty: 5831.693848
	Iteration 53Q: 3 clusters Score -1.612603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 125946 members 
Entering Unmasked Estep 
Score: -16126019.000000 Penalty: 5831.693848
	Iteration 54Q: 3 clusters Score -1.612602e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 125955 members 
Entering Unmasked Estep 
Score: -16126029.000000 Penalty: 5831.693848
	Iteration 55Q: 3 clusters Score -1.612603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 125963 members 
Entering Unmasked Estep 
Score: -16126030.000000 Penalty: 5831.693848
	Iteration 56Q: 3 clusters Score -1.612603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 125973 members 
Entering Unmasked Estep 
Score: -16126023.000000 Penalty: 5831.693848
	Iteration 57Q: 3 clusters Score -1.612602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 125980 members 
Entering Unmasked Estep 
Score: -16126028.000000 Penalty: 5831.693848
	Iteration 58Q: 3 clusters Score -1.612603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 125988 members 
Entering Unmasked Estep 
Score: -16126029.000000 Penalty: 5831.693848
	Iteration 59Q: 3 clusters Score -1.612603e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 126003 members 
Entering Unmasked Estep 
Score: -16126050.000000 Penalty: 5831.693848
	Iteration 60F: 3 clusters Score -1.612605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 126013 members 
Entering Unmasked Estep 
Score: -16126042.000000 Penalty: 5831.693848
	Iteration 61Q: 3 clusters Score -1.612604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 126022 members 
Entering Unmasked Estep 
Score: -16126041.000000 Penalty: 5831.693848
	Iteration 62Q: 3 clusters Score -1.612604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 126032 members 
Entering Unmasked Estep 
Score: -16126039.000000 Penalty: 5831.693848
	Iteration 63Q: 3 clusters Score -1.612604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 126042 members 
Entering Unmasked Estep 
Score: -16126036.000000 Penalty: 5831.693848
	Iteration 64Q: 3 clusters Score -1.612604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 126051 members 
Entering Unmasked Estep 
Score: -16126025.000000 Penalty: 5831.693848
	Iteration 65Q: 3 clusters Score -1.612602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 126053 members 
Entering Unmasked Estep 
Score: -16126027.000000 Penalty: 5831.693848
	Iteration 66Q: 3 clusters Score -1.612603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 126055 members 
Entering Unmasked Estep 
Score: -16126030.000000 Penalty: 5831.693848
	Iteration 67Q: 3 clusters Score -1.612603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 126056 members 
Entering Unmasked Estep 
Score: -16126024.000000 Penalty: 5831.693848
	Iteration 68Q: 3 clusters Score -1.612602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 126058 members 
Entering Unmasked Estep 
Score: -16126036.000000 Penalty: 5831.693848
	Iteration 69Q: 3 clusters Score -1.612604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 126058 members 
Entering Unmasked Estep 
Score: -16126036.000000 Penalty: 5831.693848
	Iteration 70F: 3 clusters Score -1.612604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -55095.140625 Penalty: 1555.205078
	Iteration 0F: 2 clusters Score -55095.14 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 258 members 
Entering Unmasked Estep 
Score: -53583.574219 Penalty: 3110.410156
	Iteration 0F: 3 clusters Score -53583.57 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -54088.949219 Penalty: 3110.410156
	Iteration 1F: 3 clusters Score -54088.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54284.074219 Penalty: 3110.410156
	Iteration 2F: 3 clusters Score -54284.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -54443.460938 Penalty: 3110.410156
	Iteration 3F: 3 clusters Score -54443.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -54559.816406 Penalty: 3110.410156
	Iteration 4Q: 3 clusters Score -54559.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -54649.746094 Penalty: 3110.410156
	Iteration 5Q: 3 clusters Score -54649.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -54685.277344 Penalty: 3110.410156
	Iteration 6Q: 3 clusters Score -54685.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -54704.363281 Penalty: 3110.410156
	Iteration 7Q: 3 clusters Score -54704.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -54724.015625 Penalty: 3110.410156
	Iteration 8Q: 3 clusters Score -54724.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -54736.062500 Penalty: 3110.410156
	Iteration 9Q: 3 clusters Score -54736.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -54737.816406 Penalty: 3110.410156
	Iteration 10Q: 3 clusters Score -54737.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -54737.816406 Penalty: 3110.410156
	Iteration 11F: 3 clusters Score -54737.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -13928.078125 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -13928.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12920.052734 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -12920.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13058.209961 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -13058.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13063.814453 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -13063.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13071.242188 Penalty: 2514.176514
	Iteration 3Q: 3 clusters Score -13071.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13071.242188 Penalty: 2514.176514
	Iteration 4F: 3 clusters Score -13071.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Entering Unmasked Estep 
Score: -4993942.000000 Penalty: 2622.904541
	Iteration 0F: 2 clusters Score -4993942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -4967435.000000 Penalty: 5245.809082
	Iteration 0F: 3 clusters Score -4967435 nChanged 17801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -4976954.500000 Penalty: 5245.809082
	Iteration 1F: 3 clusters Score -4976954 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -4977446.500000 Penalty: 5245.809082
	Iteration 2Q: 3 clusters Score -4977446 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -4977942.000000 Penalty: 5245.809082
	Iteration 3Q: 3 clusters Score -4977942 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -4978508.500000 Penalty: 5245.809082
	Iteration 4Q: 3 clusters Score -4978508 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -4979164.000000 Penalty: 5245.809082
	Iteration 5Q: 3 clusters Score -4979164 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -4980095.000000 Penalty: 5245.809082
	Iteration 6Q: 3 clusters Score -4980095 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -4981323.500000 Penalty: 5245.809082
	Iteration 7F: 3 clusters Score -4981324 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -4983079.500000 Penalty: 5245.809082
	Iteration 8F: 3 clusters Score -4983080 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -4985294.000000 Penalty: 5245.809082
	Iteration 9F: 3 clusters Score -4985294 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -4987346.500000 Penalty: 5245.809082
	Iteration 10F: 3 clusters Score -4987346 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -4988500.000000 Penalty: 5245.809082
	Iteration 11Q: 3 clusters Score -4988500 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -4988953.000000 Penalty: 5245.809082
	Iteration 12Q: 3 clusters Score -4988953 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -4989195.000000 Penalty: 5245.809082
	Iteration 13Q: 3 clusters Score -4989195 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -4989373.500000 Penalty: 5245.809082
	Iteration 14Q: 3 clusters Score -4989374 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -4989506.500000 Penalty: 5245.809082
	Iteration 15Q: 3 clusters Score -4989506 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -4989622.500000 Penalty: 5245.809082
	Iteration 16Q: 3 clusters Score -4989622 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -4989740.500000 Penalty: 5245.809082
	Iteration 17Q: 3 clusters Score -4989740 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -4989834.000000 Penalty: 5245.809082
	Iteration 18Q: 3 clusters Score -4989834 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -4989939.000000 Penalty: 5245.809082
	Iteration 19Q: 3 clusters Score -4989939 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -4990060.500000 Penalty: 5245.809082
	Iteration 20F: 3 clusters Score -4990060 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -4990166.000000 Penalty: 5245.809082
	Iteration 21Q: 3 clusters Score -4990166 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -4990278.000000 Penalty: 5245.809082
	Iteration 22Q: 3 clusters Score -4990278 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -4990377.000000 Penalty: 5245.809082
	Iteration 23Q: 3 clusters Score -4990377 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -4990491.500000 Penalty: 5245.809082
	Iteration 24Q: 3 clusters Score -4990492 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -4990619.500000 Penalty: 5245.809082
	Iteration 25Q: 3 clusters Score -4990620 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -4990710.000000 Penalty: 5245.809082
	Iteration 26Q: 3 clusters Score -4990710 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -4990823.500000 Penalty: 5245.809082
	Iteration 27Q: 3 clusters Score -4990824 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -4990901.000000 Penalty: 5245.809082
	Iteration 28Q: 3 clusters Score -4990901 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -4990991.500000 Penalty: 5245.809082
	Iteration 29Q: 3 clusters Score -4990992 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -4991063.000000 Penalty: 5245.809082
	Iteration 30Q: 3 clusters Score -4991063 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -4991152.000000 Penalty: 5245.809082
	Iteration 31Q: 3 clusters Score -4991152 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -4991221.000000 Penalty: 5245.809082
	Iteration 32Q: 3 clusters Score -4991221 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -4991302.500000 Penalty: 5245.809082
	Iteration 33Q: 3 clusters Score -4991302 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -4991341.000000 Penalty: 5245.809082
	Iteration 34Q: 3 clusters Score -4991341 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -4991393.500000 Penalty: 5245.809082
	Iteration 35Q: 3 clusters Score -4991394 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -4991461.500000 Penalty: 5245.809082
	Iteration 36Q: 3 clusters Score -4991462 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -4991504.500000 Penalty: 5245.809082
	Iteration 37Q: 3 clusters Score -4991504 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4991557.500000 Penalty: 5245.809082
	Iteration 38Q: 3 clusters Score -4991558 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -4991612.000000 Penalty: 5245.809082
	Iteration 39Q: 3 clusters Score -4991612 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4991640.500000 Penalty: 5245.809082
	Iteration 40F: 3 clusters Score -4991640 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4991682.500000 Penalty: 5245.809082
	Iteration 41Q: 3 clusters Score -4991682 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4991705.000000 Penalty: 5245.809082
	Iteration 42Q: 3 clusters Score -4991705 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4991730.000000 Penalty: 5245.809082
	Iteration 43Q: 3 clusters Score -4991730 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4991759.000000 Penalty: 5245.809082
	Iteration 44Q: 3 clusters Score -4991759 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4991787.000000 Penalty: 5245.809082
	Iteration 45Q: 3 clusters Score -4991787 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4991804.500000 Penalty: 5245.809082
	Iteration 46Q: 3 clusters Score -4991804 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4991840.000000 Penalty: 5245.809082
	Iteration 47Q: 3 clusters Score -4991840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4991866.500000 Penalty: 5245.809082
	Iteration 48Q: 3 clusters Score -4991866 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4991874.000000 Penalty: 5245.809082
	Iteration 49Q: 3 clusters Score -4991874 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4991902.500000 Penalty: 5245.809082
	Iteration 50Q: 3 clusters Score -4991902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4991903.000000 Penalty: 5245.809082
	Iteration 51Q: 3 clusters Score -4991903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4991898.000000 Penalty: 5245.809082
	Iteration 52Q: 3 clusters Score -4991898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4991899.000000 Penalty: 5245.809082
	Iteration 53Q: 3 clusters Score -4991899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4991915.000000 Penalty: 5245.809082
	Iteration 54Q: 3 clusters Score -4991915 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4991920.000000 Penalty: 5245.809082
	Iteration 55Q: 3 clusters Score -4991920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4991947.500000 Penalty: 5245.809082
	Iteration 56Q: 3 clusters Score -4991948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4991954.000000 Penalty: 5245.809082
	Iteration 57Q: 3 clusters Score -4991954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4991954.000000 Penalty: 5245.809082
	Iteration 58Q: 3 clusters Score -4991954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4991953.000000 Penalty: 5245.809082
	Iteration 59Q: 3 clusters Score -4991953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4991965.500000 Penalty: 5245.809082
	Iteration 60F: 3 clusters Score -4991966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4991965.500000 Penalty: 5245.809082
	Iteration 61Q: 3 clusters Score -4991966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4991972.000000 Penalty: 5245.809082
	Iteration 62Q: 3 clusters Score -4991972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4991987.500000 Penalty: 5245.809082
	Iteration 63Q: 3 clusters Score -4991988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4991992.000000 Penalty: 5245.809082
	Iteration 64Q: 3 clusters Score -4991992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4991992.500000 Penalty: 5245.809082
	Iteration 65Q: 3 clusters Score -4991992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4991997.500000 Penalty: 5245.809082
	Iteration 66Q: 3 clusters Score -4991998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4992006.500000 Penalty: 5245.809082
	Iteration 67Q: 3 clusters Score -4992006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4992007.500000 Penalty: 5245.809082
	Iteration 68Q: 3 clusters Score -4992008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4992009.000000 Penalty: 5245.809082
	Iteration 69Q: 3 clusters Score -4992009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4992006.500000 Penalty: 5245.809082
	Iteration 70Q: 3 clusters Score -4992006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4992009.500000 Penalty: 5245.809082
	Iteration 71Q: 3 clusters Score -4992010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4992015.500000 Penalty: 5245.809082
	Iteration 72Q: 3 clusters Score -4992016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4992018.000000 Penalty: 5245.809082
	Iteration 73Q: 3 clusters Score -4992018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4992017.500000 Penalty: 5245.809082
	Iteration 74Q: 3 clusters Score -4992018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4992014.000000 Penalty: 5245.809082
	Iteration 75Q: 3 clusters Score -4992014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4992016.500000 Penalty: 5245.809082
	Iteration 76Q: 3 clusters Score -4992016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4992016.500000 Penalty: 5245.809082
	Iteration 77Q: 3 clusters Score -4992016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4992018.500000 Penalty: 5245.809082
	Iteration 78Q: 3 clusters Score -4992018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4992018.500000 Penalty: 5245.809082
	Iteration 79F: 3 clusters Score -4992018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -36472.714844 Penalty: 1468.551392
	Iteration 0F: 2 clusters Score -36472.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -35076.976562 Penalty: 2937.102783
	Iteration 0F: 3 clusters Score -35076.98 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35265.156250 Penalty: 2937.102783
	Iteration 1F: 3 clusters Score -35265.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35349.179688 Penalty: 2937.102783
	Iteration 2F: 3 clusters Score -35349.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35413.386719 Penalty: 2937.102783
	Iteration 3Q: 3 clusters Score -35413.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -35645.406250 Penalty: 2937.102783
	Iteration 4Q: 3 clusters Score -35645.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -35692.210938 Penalty: 2937.102783
	Iteration 5Q: 3 clusters Score -35692.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -35741.261719 Penalty: 2937.102783
	Iteration 6Q: 3 clusters Score -35741.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35759.000000 Penalty: 2937.102783
	Iteration 7Q: 3 clusters Score -35759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35769.718750 Penalty: 2937.102783
	Iteration 8Q: 3 clusters Score -35769.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -35775.484375 Penalty: 2937.102783
	Iteration 9Q: 3 clusters Score -35775.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -35779.261719 Penalty: 2937.102783
	Iteration 10Q: 3 clusters Score -35779.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -35779.261719 Penalty: 2937.102783
	Iteration 11F: 3 clusters Score -35779.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 51881 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116931 members 
Mstep: Class 9 contains 248117 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49100 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66709 members 
Mstep: Class 14 contains 204739 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34357 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127701 members 
Mstep: Class 19 contains 529 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39192 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292184.000000 Penalty: 78600.343750
Iteration 479Q: 24 clusters Score -1.192922e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 51877 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116965 members 
Mstep: Class 9 contains 248072 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49100 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66710 members 
Mstep: Class 14 contains 204745 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34358 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127708 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39192 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292136.000000 Penalty: 78600.343750
Iteration 480F: 24 clusters Score -1.192921e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 51878 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 116999 members 
Mstep: Class 9 contains 248017 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49102 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66713 members 
Mstep: Class 14 contains 204765 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34351 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127709 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39193 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292144.000000 Penalty: 78600.343750
Iteration 481Q: 24 clusters Score -1.192921e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 51878 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117031 members 
Mstep: Class 9 contains 247981 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49100 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66715 members 
Mstep: Class 14 contains 204767 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34347 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127716 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39193 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292064.000000 Penalty: 78600.343750
Iteration 482Q: 24 clusters Score -1.192921e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 51875 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117062 members 
Mstep: Class 9 contains 247938 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49099 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66715 members 
Mstep: Class 14 contains 204778 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34342 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127725 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39195 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292112.000000 Penalty: 78600.343750
Iteration 483Q: 24 clusters Score -1.192921e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 51875 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117097 members 
Mstep: Class 9 contains 247894 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49098 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66713 members 
Mstep: Class 14 contains 204788 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34340 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127727 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39198 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292072.000000 Penalty: 78600.343750
Iteration 484Q: 24 clusters Score -1.192921e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 51876 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117133 members 
Mstep: Class 9 contains 247846 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49099 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66714 members 
Mstep: Class 14 contains 204786 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34342 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127734 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39200 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292176.000000 Penalty: 78600.343750
Iteration 485Q: 24 clusters Score -1.192922e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 51879 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117163 members 
Mstep: Class 9 contains 247815 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49102 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66713 members 
Mstep: Class 14 contains 204784 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34339 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127739 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39197 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292192.000000 Penalty: 78600.343750
Iteration 486Q: 24 clusters Score -1.192922e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 51880 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117201 members 
Mstep: Class 9 contains 247774 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49103 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66714 members 
Mstep: Class 14 contains 204779 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34338 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127744 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39197 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292256.000000 Penalty: 78600.343750
Iteration 487Q: 24 clusters Score -1.192923e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 51880 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5801 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117239 members 
Mstep: Class 9 contains 247730 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49107 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66712 members 
Mstep: Class 14 contains 204779 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34339 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127745 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39198 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292216.000000 Penalty: 78600.343750
Iteration 488Q: 24 clusters Score -1.192922e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 51883 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5802 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117273 members 
Mstep: Class 9 contains 247683 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49110 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66711 members 
Mstep: Class 14 contains 204782 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34339 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127748 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39199 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292184.000000 Penalty: 78600.343750
Iteration 489Q: 24 clusters Score -1.192922e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 51884 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5802 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117304 members 
Mstep: Class 9 contains 247640 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49112 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66710 members 
Mstep: Class 14 contains 204783 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34338 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127755 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39202 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292096.000000 Penalty: 78600.343750
Iteration 490Q: 24 clusters Score -1.192921e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 51887 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5802 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117332 members 
Mstep: Class 9 contains 247616 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49115 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66706 members 
Mstep: Class 14 contains 204779 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34339 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127753 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39201 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292104.000000 Penalty: 78600.343750
Iteration 491Q: 24 clusters Score -1.192921e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 51887 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5802 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117364 members 
Mstep: Class 9 contains 247584 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49119 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66706 members 
Mstep: Class 14 contains 204774 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34340 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127752 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39202 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292040.000000 Penalty: 78600.343750
Iteration 492Q: 24 clusters Score -1.19292e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 51886 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5802 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117393 members 
Mstep: Class 9 contains 247563 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49120 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66708 members 
Mstep: Class 14 contains 204766 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34339 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127757 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39195 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292056.000000 Penalty: 78600.343750
Iteration 493Q: 24 clusters Score -1.192921e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 51882 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5802 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117416 members 
Mstep: Class 9 contains 247548 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49124 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66709 members 
Mstep: Class 14 contains 204751 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34340 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127763 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39194 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292048.000000 Penalty: 78600.343750
Iteration 494Q: 24 clusters Score -1.19292e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 51879 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5802 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117438 members 
Mstep: Class 9 contains 247535 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49125 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66709 members 
Mstep: Class 14 contains 204744 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34340 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127768 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39189 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292096.000000 Penalty: 78600.343750
Iteration 495Q: 24 clusters Score -1.192921e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 51880 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5802 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117458 members 
Mstep: Class 9 contains 247527 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49128 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66704 members 
Mstep: Class 14 contains 204733 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34338 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127770 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39189 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292096.000000 Penalty: 78600.343750
Iteration 496Q: 24 clusters Score -1.192921e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 51885 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5802 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117480 members 
Mstep: Class 9 contains 247509 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49131 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66706 members 
Mstep: Class 14 contains 204719 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34337 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127775 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39185 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292024.000000 Penalty: 78600.343750
Iteration 497Q: 24 clusters Score -1.19292e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 51884 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5802 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117506 members 
Mstep: Class 9 contains 247493 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49134 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66707 members 
Mstep: Class 14 contains 204713 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34334 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127771 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39185 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292040.000000 Penalty: 78600.343750
Iteration 498Q: 24 clusters Score -1.19292e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 51885 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5802 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117528 members 
Mstep: Class 9 contains 247471 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49140 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66709 members 
Mstep: Class 14 contains 204713 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34329 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127768 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39184 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119291944.000000 Penalty: 78600.343750
Iteration 499Q: 24 clusters Score -1.192919e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 51885 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 5802 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 117552 members 
Mstep: Class 9 contains 247434 members 
Mstep: Class 10 contains 481 members 
Mstep: Class 11 contains 49139 members 
Mstep: Class 12 contains 1052 members 
Mstep: Class 13 contains 66712 members 
Mstep: Class 14 contains 204718 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 34329 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 127777 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 159 members 
Mstep: Class 21 contains 39182 members 
Mstep: Class 22 contains 373 members 
Mstep: Class 23 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119292032.000000 Penalty: 78600.343750
Iteration 500F: 24 clusters Score -1.19292e+08 nChanged 69
Maximum iterations exceeded
--- Evaluating fit on full set of 2894945 points ---
Entering Unmasked Estep 
Score: -361466560.000000 Penalty: 84866.835938
22->24 Clusters: Score -361466560.000000, best is -362066016.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 964981 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 44043 members 
Mstep: Class 3 contains 43723 members 
Mstep: Class 4 contains 44027 members 
Mstep: Class 5 contains 43828 members 
Mstep: Class 6 contains 43759 members 
Mstep: Class 7 contains 43867 members 
Mstep: Class 8 contains 44031 members 
Mstep: Class 9 contains 43807 members 
Mstep: Class 10 contains 43904 members 
Mstep: Class 11 contains 43949 members 
Mstep: Class 12 contains 43854 members 
Mstep: Class 13 contains 44096 members 
Mstep: Class 14 contains 43943 members 
Mstep: Class 15 contains 43893 members 
Mstep: Class 16 contains 43626 members 
Mstep: Class 17 contains 43845 members 
Mstep: Class 18 contains 43500 members 
Mstep: Class 19 contains 43922 members 
Mstep: Class 20 contains 43684 members 
Mstep: Class 21 contains 43958 members 
Mstep: Class 22 contains 43501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 96.764626 but Gain 3417.406250
Score: -113232936.000000 Penalty: 71765.531250
Iteration 0F: 22 clusters Score -1.132329e+08 nChanged 918877
Entering Unmasked Mstep 
Mstep: Class 0 contains 2829 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 22298 members 
Mstep: Class 3 contains 52365 members 
Mstep: Class 4 contains 14949 members 
Mstep: Class 5 contains 3152 members 
Mstep: Class 6 contains 51992 members 
Mstep: Class 7 contains 56507 members 
Mstep: Class 8 contains 306092 members 
Mstep: Class 9 contains 40597 members 
Mstep: Class 10 contains 18921 members 
Mstep: Class 11 contains 12382 members 
Mstep: Class 12 contains 42139 members 
Mstep: Class 13 contains 71817 members 
Mstep: Class 14 contains 5164 members 
Mstep: Class 15 contains 31927 members 
Mstep: Class 16 contains 19767 members 
Mstep: Class 17 contains 9301 members 
Mstep: Class 19 contains 115753 members 
Mstep: Class 20 contains 43531 members 
Mstep: Class 21 contains 22024 members 
Mstep: Class 22 contains 2762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 611.589478 but Gain 3417.406250
Score: -117907952.000000 Penalty: 68348.125000
Iteration 1F: 21 clusters Score -1.17908e+08 nChanged 337792
Entering Unmasked Mstep 
Mstep: Class 0 contains 2699 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 7126 members 
Mstep: Class 3 contains 37137 members 
Mstep: Class 4 contains 7278 members 
Mstep: Class 5 contains 1070 members 
Mstep: Class 6 contains 34680 members 
Mstep: Class 7 contains 46008 members 
Mstep: Class 8 contains 447487 members 
Mstep: Class 9 contains 33248 members 
Mstep: Class 10 contains 14112 members 
Mstep: Class 11 contains 3628 members 
Mstep: Class 12 contains 25656 members 
Mstep: Class 13 contains 63739 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 25288 members 
Mstep: Class 16 contains 11289 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 127149 members 
Mstep: Class 20 contains 46868 members 
Mstep: Class 21 contains 8190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2859.428711 but Gain 3417.410156
Score: -118041984.000000 Penalty: 64930.714844
Iteration 2F: 20 clusters Score -1.18042e+08 nChanged 233055
Entering Unmasked Mstep 
Mstep: Class 0 contains 2508 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 3 contains 40965 members 
Mstep: Class 4 contains 4147 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 27591 members 
Mstep: Class 7 contains 48135 members 
Mstep: Class 8 contains 401255 members 
Mstep: Class 9 contains 35160 members 
Mstep: Class 10 contains 13392 members 
Mstep: Class 11 contains 2958 members 
Mstep: Class 12 contains 19524 members 
Mstep: Class 13 contains 68188 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 27422 members 
Mstep: Class 16 contains 8404 members 
Mstep: Class 17 contains 5349 members 
Mstep: Class 19 contains 181228 members 
Mstep: Class 20 contains 62978 members 
Mstep: Class 21 contains 3479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2183.075439 but Gain 3417.406250
Score: -118342584.000000 Penalty: 61513.308594
Iteration 3F: 19 clusters Score -1.183426e+08 nChanged 157769
Entering Unmasked Mstep 
Mstep: Class 0 contains 2278 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 3 contains 43069 members 
Mstep: Class 5 contains 587 members 
Mstep: Class 6 contains 20217 members 
Mstep: Class 7 contains 47541 members 
Mstep: Class 8 contains 352963 members 
Mstep: Class 9 contains 34334 members 
Mstep: Class 10 contains 13298 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 13413 members 
Mstep: Class 13 contains 67119 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 29300 members 
Mstep: Class 16 contains 6227 members 
Mstep: Class 17 contains 4016 members 
Mstep: Class 19 contains 240565 members 
Mstep: Class 20 contains 74219 members 
Mstep: Class 21 contains 2353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118572288.000000 Penalty: 61513.308594
Iteration 4F: 19 clusters Score -1.185723e+08 nChanged 129370
Entering Unmasked Mstep 
Mstep: Class 0 contains 1970 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 3 contains 42375 members 
Mstep: Class 5 contains 702 members 
Mstep: Class 6 contains 13158 members 
Mstep: Class 7 contains 43951 members 
Mstep: Class 8 contains 331683 members 
Mstep: Class 9 contains 32197 members 
Mstep: Class 10 contains 14095 members 
Mstep: Class 11 contains 2698 members 
Mstep: Class 12 contains 8291 members 
Mstep: Class 13 contains 61163 members 
Mstep: Class 14 contains 1363 members 
Mstep: Class 15 contains 31252 members 
Mstep: Class 16 contains 4568 members 
Mstep: Class 17 contains 4416 members 
Mstep: Class 19 contains 279888 members 
Mstep: Class 20 contains 79522 members 
Mstep: Class 21 contains 2206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118677176.000000 Penalty: 61513.308594
Iteration 5F: 19 clusters Score -1.186772e+08 nChanged 110543
Entering Unmasked Mstep 
Mstep: Class 0 contains 1703 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 3 contains 41973 members 
Mstep: Class 5 contains 882 members 
Mstep: Class 6 contains 8689 members 
Mstep: Class 7 contains 40732 members 
Mstep: Class 8 contains 323823 members 
Mstep: Class 9 contains 32103 members 
Mstep: Class 10 contains 17168 members 
Mstep: Class 11 contains 2650 members 
Mstep: Class 12 contains 5266 members 
Mstep: Class 13 contains 57725 members 
Mstep: Class 14 contains 1388 members 
Mstep: Class 15 contains 34704 members 
Mstep: Class 16 contains 3604 members 
Mstep: Class 17 contains 5133 members 
Mstep: Class 19 contains 291425 members 
Mstep: Class 20 contains 83128 members 
Mstep: Class 21 contains 2223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3162.410889 but Gain 3417.406250
Score: -118777248.000000 Penalty: 58095.902344
Iteration 6F: 18 clusters Score -1.187772e+08 nChanged 98667
Entering Unmasked Mstep 
Mstep: Class 0 contains 1222 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 3 contains 42667 members 
Mstep: Class 5 contains 1248 members 
Mstep: Class 6 contains 6144 members 
Mstep: Class 7 contains 37652 members 
Mstep: Class 8 contains 315442 members 
Mstep: Class 9 contains 33185 members 
Mstep: Class 10 contains 21753 members 
Mstep: Class 11 contains 2620 members 
Mstep: Class 12 contains 3616 members 
Mstep: Class 13 contains 57225 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 15 contains 38012 members 
Mstep: Class 17 contains 5830 members 
Mstep: Class 19 contains 296076 members 
Mstep: Class 20 contains 86231 members 
Mstep: Class 21 contains 2299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2961.752441 but Gain 3417.406250
Score: -118885256.000000 Penalty: 54678.496094
Iteration 7F: 17 clusters Score -1.188853e+08 nChanged 86292
Entering Unmasked Mstep 
Mstep: Class 0 contains 845 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 3 contains 43571 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 34311 members 
Mstep: Class 8 contains 308955 members 
Mstep: Class 9 contains 34574 members 
Mstep: Class 10 contains 26525 members 
Mstep: Class 11 contains 2544 members 
Mstep: Class 13 contains 58012 members 
Mstep: Class 14 contains 1624 members 
Mstep: Class 15 contains 40303 members 
Mstep: Class 17 contains 6485 members 
Mstep: Class 19 contains 296894 members 
Mstep: Class 20 contains 87906 members 
Mstep: Class 21 contains 2435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3313.371094 but Gain 3417.406250
Score: -118946216.000000 Penalty: 51261.089844
Iteration 8F: 16 clusters Score -1.189462e+08 nChanged 69774
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 3 contains 44892 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 7 contains 31162 members 
Mstep: Class 8 contains 305723 members 
Mstep: Class 9 contains 36170 members 
Mstep: Class 10 contains 31255 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 13 contains 60531 members 
Mstep: Class 14 contains 1736 members 
Mstep: Class 15 contains 42254 members 
Mstep: Class 17 contains 6979 members 
Mstep: Class 19 contains 292276 members 
Mstep: Class 20 contains 88829 members 
Mstep: Class 21 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118980176.000000 Penalty: 51261.089844
Iteration 9F: 16 clusters Score -1.189802e+08 nChanged 52736
Entering Unmasked Mstep 
Mstep: Class 0 contains 641 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 3 contains 46344 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 7 contains 28034 members 
Mstep: Class 8 contains 304365 members 
Mstep: Class 9 contains 38161 members 
Mstep: Class 10 contains 36217 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 13 contains 64668 members 
Mstep: Class 14 contains 1843 members 
Mstep: Class 15 contains 44065 members 
Mstep: Class 17 contains 7377 members 
Mstep: Class 19 contains 279490 members 
Mstep: Class 20 contains 89185 members 
Mstep: Class 21 contains 3117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119007832.000000 Penalty: 51261.089844
Iteration 10F: 16 clusters Score -1.190078e+08 nChanged 47192
Entering Unmasked Mstep 
Mstep: Class 0 contains 580 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 3 contains 48115 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 7 contains 25356 members 
Mstep: Class 8 contains 303057 members 
Mstep: Class 9 contains 40934 members 
Mstep: Class 10 contains 41376 members 
Mstep: Class 11 contains 1276 members 
Mstep: Class 13 contains 70813 members 
Mstep: Class 14 contains 2051 members 
Mstep: Class 15 contains 45779 members 
Mstep: Class 17 contains 7699 members 
Mstep: Class 19 contains 262805 members 
Mstep: Class 20 contains 89615 members 
Mstep: Class 21 contains 3654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119034272.000000 Penalty: 51261.089844
Iteration 11Q: 16 clusters Score -1.190343e+08 nChanged 43287
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 3 contains 50064 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 7 contains 22882 members 
Mstep: Class 8 contains 299917 members 
Mstep: Class 9 contains 44231 members 
Mstep: Class 10 contains 46405 members 
Mstep: Class 11 contains 871 members 
Mstep: Class 13 contains 78218 members 
Mstep: Class 14 contains 2293 members 
Mstep: Class 15 contains 47344 members 
Mstep: Class 17 contains 7991 members 
Mstep: Class 19 contains 246153 members 
Mstep: Class 20 contains 89920 members 
Mstep: Class 21 contains 3811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119057528.000000 Penalty: 51261.089844
Iteration 12Q: 16 clusters Score -1.190575e+08 nChanged 39941
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 3 contains 51864 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 7 contains 20764 members 
Mstep: Class 8 contains 295981 members 
Mstep: Class 9 contains 47796 members 
Mstep: Class 10 contains 51194 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 13 contains 86186 members 
Mstep: Class 14 contains 2216 members 
Mstep: Class 15 contains 48648 members 
Mstep: Class 17 contains 8216 members 
Mstep: Class 19 contains 230234 members 
Mstep: Class 20 contains 89995 members 
Mstep: Class 21 contains 3868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119075952.000000 Penalty: 51261.089844
Iteration 13Q: 16 clusters Score -1.19076e+08 nChanged 37047
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 3 contains 53520 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 7 contains 18944 members 
Mstep: Class 8 contains 291542 members 
Mstep: Class 9 contains 51341 members 
Mstep: Class 10 contains 55737 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 13 contains 94456 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 49766 members 
Mstep: Class 17 contains 8408 members 
Mstep: Class 19 contains 215157 members 
Mstep: Class 20 contains 89887 members 
Mstep: Class 21 contains 3909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119088168.000000 Penalty: 51261.089844
Iteration 14Q: 16 clusters Score -1.190882e+08 nChanged 33786
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 3 contains 55004 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 7 contains 17442 members 
Mstep: Class 8 contains 286537 members 
Mstep: Class 9 contains 54860 members 
Mstep: Class 10 contains 60028 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 13 contains 102673 members 
Mstep: Class 14 contains 2074 members 
Mstep: Class 15 contains 50528 members 
Mstep: Class 17 contains 8570 members 
Mstep: Class 19 contains 201571 members 
Mstep: Class 20 contains 89639 members 
Mstep: Class 21 contains 3941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119099280.000000 Penalty: 51261.089844
Iteration 15Q: 16 clusters Score -1.190993e+08 nChanged 30708
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 3 contains 56302 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 7 contains 16282 members 
Mstep: Class 8 contains 280593 members 
Mstep: Class 9 contains 58191 members 
Mstep: Class 10 contains 63979 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 13 contains 110713 members 
Mstep: Class 14 contains 2017 members 
Mstep: Class 15 contains 51159 members 
Mstep: Class 17 contains 8683 members 
Mstep: Class 19 contains 190129 members 
Mstep: Class 20 contains 89314 members 
Mstep: Class 21 contains 3965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119108304.000000 Penalty: 51261.089844
Iteration 16Q: 16 clusters Score -1.191083e+08 nChanged 27963
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 3 contains 57339 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 7 contains 15395 members 
Mstep: Class 8 contains 274132 members 
Mstep: Class 9 contains 61400 members 
Mstep: Class 10 contains 67589 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 13 contains 118538 members 
Mstep: Class 14 contains 1958 members 
Mstep: Class 15 contains 51534 members 
Mstep: Class 17 contains 8779 members 
Mstep: Class 19 contains 180538 members 
Mstep: Class 20 contains 88885 members 
Mstep: Class 21 contains 3984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119115464.000000 Penalty: 51261.089844
Iteration 17Q: 16 clusters Score -1.191155e+08 nChanged 25119
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 3 contains 58299 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 7 contains 14695 members 
Mstep: Class 8 contains 265791 members 
Mstep: Class 9 contains 64309 members 
Mstep: Class 10 contains 70843 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 13 contains 126045 members 
Mstep: Class 14 contains 1910 members 
Mstep: Class 15 contains 51725 members 
Mstep: Class 17 contains 8847 members 
Mstep: Class 19 contains 174190 members 
Mstep: Class 20 contains 88404 members 
Mstep: Class 21 contains 3998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119122448.000000 Penalty: 51261.089844
Iteration 18Q: 16 clusters Score -1.191224e+08 nChanged 23103
Entering Unmasked Mstep 
Mstep: Class 0 contains 574 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 3 contains 59053 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 7 contains 14193 members 
Mstep: Class 8 contains 256554 members 
Mstep: Class 9 contains 66958 members 
Mstep: Class 10 contains 73775 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 13 contains 133217 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 51694 members 
Mstep: Class 17 contains 8883 members 
Mstep: Class 19 contains 170222 members 
Mstep: Class 20 contains 87860 members 
Mstep: Class 21 contains 3998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119129080.000000 Penalty: 51261.089844
Iteration 19Q: 16 clusters Score -1.191291e+08 nChanged 21614
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 3 contains 59626 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 7 contains 13791 members 
Mstep: Class 8 contains 247557 members 
Mstep: Class 9 contains 69385 members 
Mstep: Class 10 contains 76293 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 13 contains 140241 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 51484 members 
Mstep: Class 17 contains 8895 members 
Mstep: Class 19 contains 167309 members 
Mstep: Class 20 contains 87303 members 
Mstep: Class 21 contains 3984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119145144.000000 Penalty: 51261.089844
Iteration 20F: 16 clusters Score -1.191451e+08 nChanged 21327
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 3 contains 60123 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 7 contains 13455 members 
Mstep: Class 8 contains 238531 members 
Mstep: Class 9 contains 71693 members 
Mstep: Class 10 contains 78648 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 13 contains 147036 members 
Mstep: Class 14 contains 1837 members 
Mstep: Class 15 contains 51199 members 
Mstep: Class 17 contains 8896 members 
Mstep: Class 19 contains 165197 members 
Mstep: Class 20 contains 86737 members 
Mstep: Class 21 contains 3961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119169616.000000 Penalty: 51261.089844
Iteration 21Q: 16 clusters Score -1.191696e+08 nChanged 19955
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 3 contains 60393 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 229626 members 
Mstep: Class 9 contains 73817 members 
Mstep: Class 10 contains 80876 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 13 contains 154023 members 
Mstep: Class 14 contains 1836 members 
Mstep: Class 15 contains 50921 members 
Mstep: Class 17 contains 8888 members 
Mstep: Class 19 contains 163316 members 
Mstep: Class 20 contains 86243 members 
Mstep: Class 21 contains 3909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119174584.000000 Penalty: 51261.089844
Iteration 22Q: 16 clusters Score -1.191746e+08 nChanged 19257
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 3 contains 60506 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 7 contains 12973 members 
Mstep: Class 8 contains 221044 members 
Mstep: Class 9 contains 75788 members 
Mstep: Class 10 contains 82913 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 13 contains 161496 members 
Mstep: Class 14 contains 1861 members 
Mstep: Class 15 contains 50643 members 
Mstep: Class 17 contains 8869 members 
Mstep: Class 19 contains 161078 members 
Mstep: Class 20 contains 85792 members 
Mstep: Class 21 contains 3819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119179688.000000 Penalty: 51261.089844
Iteration 23Q: 16 clusters Score -1.191797e+08 nChanged 19106
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 3 contains 60487 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 7 contains 12779 members 
Mstep: Class 8 contains 212520 members 
Mstep: Class 9 contains 77640 members 
Mstep: Class 10 contains 84810 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 13 contains 169413 members 
Mstep: Class 14 contains 1909 members 
Mstep: Class 15 contains 50339 members 
Mstep: Class 17 contains 8842 members 
Mstep: Class 19 contains 158768 members 
Mstep: Class 20 contains 85424 members 
Mstep: Class 21 contains 3717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119185520.000000 Penalty: 51261.089844
Iteration 24Q: 16 clusters Score -1.191855e+08 nChanged 20168
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 3 contains 60443 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 7 contains 12617 members 
Mstep: Class 8 contains 203658 members 
Mstep: Class 9 contains 79234 members 
Mstep: Class 10 contains 86526 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 13 contains 178192 members 
Mstep: Class 14 contains 1976 members 
Mstep: Class 15 contains 50047 members 
Mstep: Class 17 contains 8834 members 
Mstep: Class 19 contains 156469 members 
Mstep: Class 20 contains 85018 members 
Mstep: Class 21 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119190832.000000 Penalty: 51261.089844
Iteration 25Q: 16 clusters Score -1.191908e+08 nChanged 21326
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 3 contains 60354 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 7 contains 12523 members 
Mstep: Class 8 contains 195256 members 
Mstep: Class 9 contains 80431 members 
Mstep: Class 10 contains 87903 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 13 contains 187715 members 
Mstep: Class 14 contains 2065 members 
Mstep: Class 15 contains 49730 members 
Mstep: Class 17 contains 8835 members 
Mstep: Class 19 contains 153714 members 
Mstep: Class 20 contains 84639 members 
Mstep: Class 21 contains 3506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119195552.000000 Penalty: 51261.089844
Iteration 26Q: 16 clusters Score -1.191956e+08 nChanged 22831
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 3 contains 60358 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 7 contains 12452 members 
Mstep: Class 8 contains 187789 members 
Mstep: Class 9 contains 81329 members 
Mstep: Class 10 contains 89037 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 13 contains 196997 members 
Mstep: Class 14 contains 2138 members 
Mstep: Class 15 contains 49385 members 
Mstep: Class 17 contains 8821 members 
Mstep: Class 19 contains 150587 members 
Mstep: Class 20 contains 84410 members 
Mstep: Class 21 contains 3418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119198448.000000 Penalty: 51261.089844
Iteration 27Q: 16 clusters Score -1.191984e+08 nChanged 23991
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 3 contains 60557 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 7 contains 12363 members 
Mstep: Class 8 contains 181236 members 
Mstep: Class 9 contains 82054 members 
Mstep: Class 10 contains 89942 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 13 contains 204894 members 
Mstep: Class 14 contains 2221 members 
Mstep: Class 15 contains 49027 members 
Mstep: Class 17 contains 8805 members 
Mstep: Class 19 contains 148118 members 
Mstep: Class 20 contains 84191 members 
Mstep: Class 21 contains 3331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119200056.000000 Penalty: 51261.089844
Iteration 28Q: 16 clusters Score -1.192001e+08 nChanged 24572
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 3 contains 60952 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 7 contains 12296 members 
Mstep: Class 8 contains 175649 members 
Mstep: Class 9 contains 82660 members 
Mstep: Class 10 contains 90628 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 13 contains 210985 members 
Mstep: Class 14 contains 2300 members 
Mstep: Class 15 contains 48687 members 
Mstep: Class 17 contains 8793 members 
Mstep: Class 19 contains 146483 members 
Mstep: Class 20 contains 84016 members 
Mstep: Class 21 contains 3251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119200680.000000 Penalty: 51261.089844
Iteration 29Q: 16 clusters Score -1.192007e+08 nChanged 24370
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 3 contains 61533 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 7 contains 12248 members 
Mstep: Class 8 contains 171550 members 
Mstep: Class 9 contains 83275 members 
Mstep: Class 10 contains 91236 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 13 contains 214509 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 15 contains 48379 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 19 contains 145726 members 
Mstep: Class 20 contains 83804 members 
Mstep: Class 21 contains 3196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119200736.000000 Penalty: 51261.089844
Iteration 30Q: 16 clusters Score -1.192007e+08 nChanged 23092
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 3 contains 62321 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 7 contains 12202 members 
Mstep: Class 8 contains 168854 members 
Mstep: Class 9 contains 83859 members 
Mstep: Class 10 contains 91955 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 13 contains 215376 members 
Mstep: Class 14 contains 2376 members 
Mstep: Class 15 contains 48139 members 
Mstep: Class 17 contains 8756 members 
Mstep: Class 19 contains 145936 members 
Mstep: Class 20 contains 83547 members 
Mstep: Class 21 contains 3161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119200552.000000 Penalty: 51261.089844
Iteration 31Q: 16 clusters Score -1.192006e+08 nChanged 20736
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 3 contains 63247 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 7 contains 12164 members 
Mstep: Class 8 contains 167820 members 
Mstep: Class 9 contains 84592 members 
Mstep: Class 10 contains 92749 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 13 contains 213766 members 
Mstep: Class 14 contains 2407 members 
Mstep: Class 15 contains 47977 members 
Mstep: Class 17 contains 8741 members 
Mstep: Class 19 contains 146620 members 
Mstep: Class 20 contains 83181 members 
Mstep: Class 21 contains 3121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119201872.000000 Penalty: 51261.089844
Iteration 32Q: 16 clusters Score -1.192019e+08 nChanged 18098
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 3 contains 64151 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 7 contains 12129 members 
Mstep: Class 8 contains 167919 members 
Mstep: Class 9 contains 85345 members 
Mstep: Class 10 contains 93617 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 13 contains 210535 members 
Mstep: Class 14 contains 2431 members 
Mstep: Class 15 contains 47872 members 
Mstep: Class 17 contains 8734 members 
Mstep: Class 19 contains 147709 members 
Mstep: Class 20 contains 82787 members 
Mstep: Class 21 contains 3087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119203760.000000 Penalty: 51261.089844
Iteration 33Q: 16 clusters Score -1.192038e+08 nChanged 16065
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 3 contains 65024 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 7 contains 12093 members 
Mstep: Class 8 contains 168692 members 
Mstep: Class 9 contains 86122 members 
Mstep: Class 10 contains 94526 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 13 contains 206340 members 
Mstep: Class 14 contains 2448 members 
Mstep: Class 15 contains 47788 members 
Mstep: Class 17 contains 8727 members 
Mstep: Class 19 contains 149140 members 
Mstep: Class 20 contains 82288 members 
Mstep: Class 21 contains 3061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119205384.000000 Penalty: 51261.089844
Iteration 34Q: 16 clusters Score -1.192054e+08 nChanged 14461
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 3 contains 65897 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 7 contains 12056 members 
Mstep: Class 8 contains 169908 members 
Mstep: Class 9 contains 86873 members 
Mstep: Class 10 contains 95435 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 13 contains 201704 members 
Mstep: Class 14 contains 2475 members 
Mstep: Class 15 contains 47737 members 
Mstep: Class 17 contains 8720 members 
Mstep: Class 19 contains 150627 members 
Mstep: Class 20 contains 81728 members 
Mstep: Class 21 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119207488.000000 Penalty: 51261.089844
Iteration 35Q: 16 clusters Score -1.192075e+08 nChanged 13445
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 3 contains 66678 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 7 contains 12039 members 
Mstep: Class 8 contains 171481 members 
Mstep: Class 9 contains 87629 members 
Mstep: Class 10 contains 96363 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 13 contains 196931 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 15 contains 47676 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 19 contains 152031 members 
Mstep: Class 20 contains 81157 members 
Mstep: Class 21 contains 3008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119209216.000000 Penalty: 51261.089844
Iteration 36Q: 16 clusters Score -1.192092e+08 nChanged 12608
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 3 contains 67363 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 7 contains 12019 members 
Mstep: Class 8 contains 173227 members 
Mstep: Class 9 contains 88351 members 
Mstep: Class 10 contains 97272 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 13 contains 192346 members 
Mstep: Class 14 contains 2514 members 
Mstep: Class 15 contains 47668 members 
Mstep: Class 17 contains 8689 members 
Mstep: Class 19 contains 153106 members 
Mstep: Class 20 contains 80648 members 
Mstep: Class 21 contains 2991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119211928.000000 Penalty: 51261.089844
Iteration 37Q: 16 clusters Score -1.192119e+08 nChanged 11645
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 3 contains 67938 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 7 contains 12010 members 
Mstep: Class 8 contains 174989 members 
Mstep: Class 9 contains 89049 members 
Mstep: Class 10 contains 98139 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 13 contains 188218 members 
Mstep: Class 14 contains 2525 members 
Mstep: Class 15 contains 47708 members 
Mstep: Class 17 contains 8670 members 
Mstep: Class 19 contains 153832 members 
Mstep: Class 20 contains 80110 members 
Mstep: Class 21 contains 2980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119214176.000000 Penalty: 51261.089844
Iteration 38Q: 16 clusters Score -1.192142e+08 nChanged 10944
Entering ConstructFrom: 
Score: -119214176.000000 Penalty: 51261.089844
Entering ConstructFrom: 
Trying to split cluster 1 (35899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Entering Unmasked Estep 
Score: -4577798.500000 Penalty: 2601.139160
	Iteration 0F: 2 clusters Score -4577798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -4553377.500000 Penalty: 5202.278320
	Iteration 0F: 3 clusters Score -4553378 nChanged 16301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -4562322.000000 Penalty: 5202.278320
	Iteration 1F: 3 clusters Score -4562322 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -4562811.000000 Penalty: 5202.278320
	Iteration 2Q: 3 clusters Score -4562811 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -4563197.000000 Penalty: 5202.278320
	Iteration 3Q: 3 clusters Score -4563197 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -4563557.000000 Penalty: 5202.278320
	Iteration 4Q: 3 clusters Score -4563557 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -4564020.500000 Penalty: 5202.278320
	Iteration 5Q: 3 clusters Score -4564020 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -4564560.000000 Penalty: 5202.278320
	Iteration 6Q: 3 clusters Score -4564560 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -4565201.000000 Penalty: 5202.278320
	Iteration 7Q: 3 clusters Score -4565201 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -4565994.000000 Penalty: 5202.278320
	Iteration 8Q: 3 clusters Score -4565994 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -4566947.000000 Penalty: 5202.278320
	Iteration 9Q: 3 clusters Score -4566947 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -4568049.500000 Penalty: 5202.278320
	Iteration 10Q: 3 clusters Score -4568050 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -4569216.000000 Penalty: 5202.278320
	Iteration 11Q: 3 clusters Score -4569216 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -4570120.500000 Penalty: 5202.278320
	Iteration 12Q: 3 clusters Score -4570120 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -4570703.000000 Penalty: 5202.278320
	Iteration 13Q: 3 clusters Score -4570703 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -4571049.500000 Penalty: 5202.278320
	Iteration 14Q: 3 clusters Score -4571050 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -4571254.000000 Penalty: 5202.278320
	Iteration 15Q: 3 clusters Score -4571254 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -4571422.500000 Penalty: 5202.278320
	Iteration 16Q: 3 clusters Score -4571422 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -4571598.500000 Penalty: 5202.278320
	Iteration 17Q: 3 clusters Score -4571598 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -4571779.500000 Penalty: 5202.278320
	Iteration 18Q: 3 clusters Score -4571780 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -4571952.500000 Penalty: 5202.278320
	Iteration 19Q: 3 clusters Score -4571952 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -4572120.500000 Penalty: 5202.278320
	Iteration 20F: 3 clusters Score -4572120 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -4572292.500000 Penalty: 5202.278320
	Iteration 21Q: 3 clusters Score -4572292 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -4572443.000000 Penalty: 5202.278320
	Iteration 22Q: 3 clusters Score -4572443 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -4572642.000000 Penalty: 5202.278320
	Iteration 23Q: 3 clusters Score -4572642 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -4572842.000000 Penalty: 5202.278320
	Iteration 24Q: 3 clusters Score -4572842 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -4573038.000000 Penalty: 5202.278320
	Iteration 25Q: 3 clusters Score -4573038 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -4573287.000000 Penalty: 5202.278320
	Iteration 26Q: 3 clusters Score -4573287 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -4573508.000000 Penalty: 5202.278320
	Iteration 27Q: 3 clusters Score -4573508 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -4573709.500000 Penalty: 5202.278320
	Iteration 28Q: 3 clusters Score -4573710 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -4573937.500000 Penalty: 5202.278320
	Iteration 29Q: 3 clusters Score -4573938 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -4574138.500000 Penalty: 5202.278320
	Iteration 30Q: 3 clusters Score -4574138 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -4574309.000000 Penalty: 5202.278320
	Iteration 31Q: 3 clusters Score -4574309 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -4574492.000000 Penalty: 5202.278320
	Iteration 32Q: 3 clusters Score -4574492 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -4574660.500000 Penalty: 5202.278320
	Iteration 33Q: 3 clusters Score -4574660 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -4574812.000000 Penalty: 5202.278320
	Iteration 34Q: 3 clusters Score -4574812 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -4574958.000000 Penalty: 5202.278320
	Iteration 35Q: 3 clusters Score -4574958 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -4575044.000000 Penalty: 5202.278320
	Iteration 36Q: 3 clusters Score -4575044 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -4575138.000000 Penalty: 5202.278320
	Iteration 37Q: 3 clusters Score -4575138 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -4575206.500000 Penalty: 5202.278320
	Iteration 38Q: 3 clusters Score -4575206 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -4575265.500000 Penalty: 5202.278320
	Iteration 39Q: 3 clusters Score -4575266 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -4575316.500000 Penalty: 5202.278320
	Iteration 40F: 3 clusters Score -4575316 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -4575357.500000 Penalty: 5202.278320
	Iteration 41Q: 3 clusters Score -4575358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -4575381.000000 Penalty: 5202.278320
	Iteration 42Q: 3 clusters Score -4575381 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -4575394.500000 Penalty: 5202.278320
	Iteration 43Q: 3 clusters Score -4575394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -4575409.500000 Penalty: 5202.278320
	Iteration 44Q: 3 clusters Score -4575410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -4575416.000000 Penalty: 5202.278320
	Iteration 45Q: 3 clusters Score -4575416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -4575426.000000 Penalty: 5202.278320
	Iteration 46Q: 3 clusters Score -4575426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -4575433.500000 Penalty: 5202.278320
	Iteration 47Q: 3 clusters Score -4575434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -4575442.000000 Penalty: 5202.278320
	Iteration 48Q: 3 clusters Score -4575442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -4575447.000000 Penalty: 5202.278320
	Iteration 49Q: 3 clusters Score -4575447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -4575454.000000 Penalty: 5202.278320
	Iteration 50Q: 3 clusters Score -4575454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -4575454.500000 Penalty: 5202.278320
	Iteration 51Q: 3 clusters Score -4575454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -4575458.500000 Penalty: 5202.278320
	Iteration 52Q: 3 clusters Score -4575458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -4575468.000000 Penalty: 5202.278320
	Iteration 53Q: 3 clusters Score -4575468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -4575471.500000 Penalty: 5202.278320
	Iteration 54Q: 3 clusters Score -4575472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -4575473.500000 Penalty: 5202.278320
	Iteration 55Q: 3 clusters Score -4575474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -4575479.500000 Penalty: 5202.278320
	Iteration 56Q: 3 clusters Score -4575480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -4575483.500000 Penalty: 5202.278320
	Iteration 57Q: 3 clusters Score -4575484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -4575488.000000 Penalty: 5202.278320
	Iteration 58Q: 3 clusters Score -4575488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -4575494.000000 Penalty: 5202.278320
	Iteration 59Q: 3 clusters Score -4575494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -4575500.000000 Penalty: 5202.278320
	Iteration 60F: 3 clusters Score -4575500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -4575503.500000 Penalty: 5202.278320
	Iteration 61Q: 3 clusters Score -4575504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -4575511.500000 Penalty: 5202.278320
	Iteration 62Q: 3 clusters Score -4575512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -4575512.000000 Penalty: 5202.278320
	Iteration 63Q: 3 clusters Score -4575512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -4575512.000000 Penalty: 5202.278320
	Iteration 64Q: 3 clusters Score -4575512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -4575514.500000 Penalty: 5202.278320
	Iteration 65Q: 3 clusters Score -4575514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -4575514.500000 Penalty: 5202.278320
	Iteration 66F: 3 clusters Score -4575514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (68401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68401 members 
Entering Unmasked Estep 
Score: -8622430.000000 Penalty: 2761.019287
	Iteration 0F: 2 clusters Score -8622430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -8576443.000000 Penalty: 5522.038574
	Iteration 0F: 3 clusters Score -8576443 nChanged 32005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -8594251.000000 Penalty: 5522.038574
	Iteration 1F: 3 clusters Score -8594251 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -8594692.000000 Penalty: 5522.038574
	Iteration 2Q: 3 clusters Score -8594692 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -8595105.000000 Penalty: 5522.038574
	Iteration 3Q: 3 clusters Score -8595105 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -8595504.000000 Penalty: 5522.038574
	Iteration 4Q: 3 clusters Score -8595504 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -8595950.000000 Penalty: 5522.038574
	Iteration 5Q: 3 clusters Score -8595950 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -8596501.000000 Penalty: 5522.038574
	Iteration 6Q: 3 clusters Score -8596501 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -8597188.000000 Penalty: 5522.038574
	Iteration 7Q: 3 clusters Score -8597188 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -8598378.000000 Penalty: 5522.038574
	Iteration 8Q: 3 clusters Score -8598378 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -8600722.000000 Penalty: 5522.038574
	Iteration 9F: 3 clusters Score -8600722 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -8604514.000000 Penalty: 5522.038574
	Iteration 10F: 3 clusters Score -8604514 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 58355 members 
Entering Unmasked Estep 
Score: -8610023.000000 Penalty: 5522.038574
	Iteration 11F: 3 clusters Score -8610023 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 63656 members 
Entering Unmasked Estep 
Score: -8615252.000000 Penalty: 5522.038574
	Iteration 12F: 3 clusters Score -8615252 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 66735 members 
Entering Unmasked Estep 
Score: -8618250.000000 Penalty: 5522.038574
	Iteration 13Q: 3 clusters Score -8618250 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 67867 members 
Entering Unmasked Estep 
Score: -8619386.000000 Penalty: 5522.038574
	Iteration 14Q: 3 clusters Score -8619386 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 68149 members 
Entering Unmasked Estep 
Score: -8619727.000000 Penalty: 5522.038574
	Iteration 15Q: 3 clusters Score -8619727 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 68207 members 
Entering Unmasked Estep 
Score: -8619859.000000 Penalty: 5522.038574
	Iteration 16Q: 3 clusters Score -8619859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 68219 members 
Entering Unmasked Estep 
Score: -8619900.000000 Penalty: 5522.038574
	Iteration 17Q: 3 clusters Score -8619900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -8619929.000000 Penalty: 5522.038574
	Iteration 18Q: 3 clusters Score -8619929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 68226 members 
Entering Unmasked Estep 
Score: -8619936.000000 Penalty: 5522.038574
	Iteration 19Q: 3 clusters Score -8619936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 68225 members 
Entering Unmasked Estep 
Score: -8619936.000000 Penalty: 5522.038574
	Iteration 20F: 3 clusters Score -8619936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Entering Unmasked Estep 
Score: -139281.437500 Penalty: 1816.473511
	Iteration 0F: 2 clusters Score -139281.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -137264.109375 Penalty: 3632.947021
	Iteration 0F: 3 clusters Score -137264.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -138917.734375 Penalty: 3632.947021
	Iteration 1F: 3 clusters Score -138917.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -140141.281250 Penalty: 3632.947021
	Iteration 2F: 3 clusters Score -140141.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -141125.984375 Penalty: 3632.947021
	Iteration 3F: 3 clusters Score -141126 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -141602.406250 Penalty: 3632.947021
	Iteration 4Q: 3 clusters Score -141602.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -141865.781250 Penalty: 3632.947021
	Iteration 5Q: 3 clusters Score -141865.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -142518.000000 Penalty: 3632.947021
	Iteration 6Q: 3 clusters Score -142518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -142644.031250 Penalty: 3632.947021
	Iteration 7Q: 3 clusters Score -142644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -142807.390625 Penalty: 3632.947021
	Iteration 8Q: 3 clusters Score -142807.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -142971.671875 Penalty: 3632.947021
	Iteration 9Q: 3 clusters Score -142971.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -143533.750000 Penalty: 3632.947021
	Iteration 10Q: 3 clusters Score -143533.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -143846.421875 Penalty: 3632.947021
	Iteration 11Q: 3 clusters Score -143846.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -143962.921875 Penalty: 3632.947021
	Iteration 12Q: 3 clusters Score -143962.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -143962.921875 Penalty: 3632.947021
	Iteration 13F: 3 clusters Score -143962.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 876 members 
Mstep: Class 3 contains 68401 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 7 contains 11986 members 
Mstep: Class 8 contains 176585 members 
Mstep: Class 9 contains 89712 members 
Mstep: Class 10 contains 98978 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 13 contains 184659 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 47715 members 
Mstep: Class 17 contains 8656 members 
Mstep: Class 19 contains 154338 members 
Mstep: Class 20 contains 79606 members 
Mstep: Class 21 contains 2972 members 
Entering Unmasked Estep 
Score: -119219080.000000 Penalty: 54678.496094
Splitting cluster 5 changes total score from -119214176.000000 to -119219080.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 7 (11986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Entering Unmasked Estep 
Score: -1421760.500000 Penalty: 2329.090820
	Iteration 0F: 2 clusters Score -1421760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1412883.625000 Penalty: 4658.181641
	Iteration 0F: 3 clusters Score -1412884 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1415696.125000 Penalty: 4658.181641
	Iteration 1F: 3 clusters Score -1415696 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1416163.000000 Penalty: 4658.181641
	Iteration 2F: 3 clusters Score -1416163 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1416656.000000 Penalty: 4658.181641
	Iteration 3F: 3 clusters Score -1416656 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1417213.000000 Penalty: 4658.181641
	Iteration 4F: 3 clusters Score -1417213 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1417942.000000 Penalty: 4658.181641
	Iteration 5F: 3 clusters Score -1417942 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1418737.125000 Penalty: 4658.181641
	Iteration 6F: 3 clusters Score -1418737 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1419483.125000 Penalty: 4658.181641
	Iteration 7F: 3 clusters Score -1419483 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1420012.000000 Penalty: 4658.181641
	Iteration 8F: 3 clusters Score -1420012 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1420356.250000 Penalty: 4658.181641
	Iteration 9Q: 3 clusters Score -1420356 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1420574.000000 Penalty: 4658.181641
	Iteration 10Q: 3 clusters Score -1420574 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1420753.625000 Penalty: 4658.181641
	Iteration 11Q: 3 clusters Score -1420754 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1420914.625000 Penalty: 4658.181641
	Iteration 12Q: 3 clusters Score -1420915 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1421088.750000 Penalty: 4658.181641
	Iteration 13Q: 3 clusters Score -1421089 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1421242.875000 Penalty: 4658.181641
	Iteration 14Q: 3 clusters Score -1421243 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1421372.750000 Penalty: 4658.181641
	Iteration 15Q: 3 clusters Score -1421373 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1421465.250000 Penalty: 4658.181641
	Iteration 16Q: 3 clusters Score -1421465 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1421543.625000 Penalty: 4658.181641
	Iteration 17Q: 3 clusters Score -1421544 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1421621.500000 Penalty: 4658.181641
	Iteration 18Q: 3 clusters Score -1421622 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1421675.125000 Penalty: 4658.181641
	Iteration 19Q: 3 clusters Score -1421675 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1421730.250000 Penalty: 4658.181641
	Iteration 20F: 3 clusters Score -1421730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1421771.125000 Penalty: 4658.181641
	Iteration 21Q: 3 clusters Score -1421771 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1421806.375000 Penalty: 4658.181641
	Iteration 22Q: 3 clusters Score -1421806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1421841.750000 Penalty: 4658.181641
	Iteration 23Q: 3 clusters Score -1421842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1421863.125000 Penalty: 4658.181641
	Iteration 24Q: 3 clusters Score -1421863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1421872.000000 Penalty: 4658.181641
	Iteration 25Q: 3 clusters Score -1421872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1421877.750000 Penalty: 4658.181641
	Iteration 26Q: 3 clusters Score -1421878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1421877.000000 Penalty: 4658.181641
	Iteration 27Q: 3 clusters Score -1421877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1421876.500000 Penalty: 4658.181641
	Iteration 28Q: 3 clusters Score -1421876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1421878.000000 Penalty: 4658.181641
	Iteration 29Q: 3 clusters Score -1421878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1421879.625000 Penalty: 4658.181641
	Iteration 30Q: 3 clusters Score -1421880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1421884.500000 Penalty: 4658.181641
	Iteration 31Q: 3 clusters Score -1421884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1421884.500000 Penalty: 4658.181641
	Iteration 32Q: 3 clusters Score -1421884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1421884.500000 Penalty: 4658.181641
	Iteration 33F: 3 clusters Score -1421884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 876 members 
Mstep: Class 3 contains 68401 members 
Mstep: Class 4 contains 11454 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 7 contains 532 members 
Mstep: Class 8 contains 176585 members 
Mstep: Class 9 contains 89712 members 
Mstep: Class 10 contains 98978 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 13 contains 184659 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 47715 members 
Mstep: Class 17 contains 8656 members 
Mstep: Class 19 contains 154338 members 
Mstep: Class 20 contains 79606 members 
Mstep: Class 21 contains 2972 members 
Entering Unmasked Estep 
Score: -119218176.000000 Penalty: 58095.902344
Splitting cluster 7 changes total score from -119214176.000000 to -119218176.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 8 (176585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176585 members 
Entering Unmasked Estep 
Score: -22250386.000000 Penalty: 2996.226318
	Iteration 0F: 2 clusters Score -2.225039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88209 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -22132714.000000 Penalty: 5992.452637
	Iteration 0F: 3 clusters Score -2.213271e+07 nChanged 84827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87878 members 
Mstep: Class 2 contains 88707 members 
Entering Unmasked Estep 
Score: -22182366.000000 Penalty: 5992.452637
	Iteration 1F: 3 clusters Score -2.218237e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87817 members 
Mstep: Class 2 contains 88768 members 
Entering Unmasked Estep 
Score: -22183436.000000 Penalty: 5992.452637
	Iteration 2Q: 3 clusters Score -2.218344e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87865 members 
Mstep: Class 2 contains 88720 members 
Entering Unmasked Estep 
Score: -22184538.000000 Penalty: 5992.452637
	Iteration 3Q: 3 clusters Score -2.218454e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87896 members 
Mstep: Class 2 contains 88689 members 
Entering Unmasked Estep 
Score: -22186128.000000 Penalty: 5992.452637
	Iteration 4Q: 3 clusters Score -2.218613e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87786 members 
Mstep: Class 2 contains 88799 members 
Entering Unmasked Estep 
Score: -22188076.000000 Penalty: 5992.452637
	Iteration 5Q: 3 clusters Score -2.218808e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87567 members 
Mstep: Class 2 contains 89018 members 
Entering Unmasked Estep 
Score: -22190796.000000 Penalty: 5992.452637
	Iteration 6Q: 3 clusters Score -2.21908e+07 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87371 members 
Mstep: Class 2 contains 89214 members 
Entering Unmasked Estep 
Score: -22194870.000000 Penalty: 5992.452637
	Iteration 7Q: 3 clusters Score -2.219487e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87374 members 
Mstep: Class 2 contains 89211 members 
Entering Unmasked Estep 
Score: -22200538.000000 Penalty: 5992.452637
	Iteration 8F: 3 clusters Score -2.220054e+07 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87702 members 
Mstep: Class 2 contains 88883 members 
Entering Unmasked Estep 
Score: -22208120.000000 Penalty: 5992.452637
	Iteration 9F: 3 clusters Score -2.220812e+07 nChanged 11437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88433 members 
Mstep: Class 2 contains 88152 members 
Entering Unmasked Estep 
Score: -22216486.000000 Penalty: 5992.452637
	Iteration 10F: 3 clusters Score -2.221649e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89309 members 
Mstep: Class 2 contains 87276 members 
Entering Unmasked Estep 
Score: -22222374.000000 Penalty: 5992.452637
	Iteration 11F: 3 clusters Score -2.222237e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90129 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
Score: -22225150.000000 Penalty: 5992.452637
	Iteration 12Q: 3 clusters Score -2.222515e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90765 members 
Mstep: Class 2 contains 85820 members 
Entering Unmasked Estep 
Score: -22226102.000000 Penalty: 5992.452637
	Iteration 13Q: 3 clusters Score -2.22261e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91399 members 
Mstep: Class 2 contains 85186 members 
Entering Unmasked Estep 
Score: -22226602.000000 Penalty: 5992.452637
	Iteration 14Q: 3 clusters Score -2.22266e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92003 members 
Mstep: Class 2 contains 84582 members 
Entering Unmasked Estep 
Score: -22226900.000000 Penalty: 5992.452637
	Iteration 15Q: 3 clusters Score -2.22269e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92664 members 
Mstep: Class 2 contains 83921 members 
Entering Unmasked Estep 
Score: -22227128.000000 Penalty: 5992.452637
	Iteration 16Q: 3 clusters Score -2.222713e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93422 members 
Mstep: Class 2 contains 83163 members 
Entering Unmasked Estep 
Score: -22227446.000000 Penalty: 5992.452637
	Iteration 17Q: 3 clusters Score -2.222745e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94227 members 
Mstep: Class 2 contains 82358 members 
Entering Unmasked Estep 
Score: -22227712.000000 Penalty: 5992.452637
	Iteration 18Q: 3 clusters Score -2.222771e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95152 members 
Mstep: Class 2 contains 81433 members 
Entering Unmasked Estep 
Score: -22227970.000000 Penalty: 5992.452637
	Iteration 19Q: 3 clusters Score -2.222797e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96199 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -22228228.000000 Penalty: 5992.452637
	Iteration 20F: 3 clusters Score -2.222823e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97296 members 
Mstep: Class 2 contains 79289 members 
Entering Unmasked Estep 
Score: -22228586.000000 Penalty: 5992.452637
	Iteration 21Q: 3 clusters Score -2.222859e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98421 members 
Mstep: Class 2 contains 78164 members 
Entering Unmasked Estep 
Score: -22228874.000000 Penalty: 5992.452637
	Iteration 22Q: 3 clusters Score -2.222887e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99578 members 
Mstep: Class 2 contains 77007 members 
Entering Unmasked Estep 
Score: -22229054.000000 Penalty: 5992.452637
	Iteration 23Q: 3 clusters Score -2.222905e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100854 members 
Mstep: Class 2 contains 75731 members 
Entering Unmasked Estep 
Score: -22229372.000000 Penalty: 5992.452637
	Iteration 24Q: 3 clusters Score -2.222937e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102186 members 
Mstep: Class 2 contains 74399 members 
Entering Unmasked Estep 
Score: -22229578.000000 Penalty: 5992.452637
	Iteration 25Q: 3 clusters Score -2.222958e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103672 members 
Mstep: Class 2 contains 72913 members 
Entering Unmasked Estep 
Score: -22229866.000000 Penalty: 5992.452637
	Iteration 26Q: 3 clusters Score -2.222987e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105249 members 
Mstep: Class 2 contains 71336 members 
Entering Unmasked Estep 
Score: -22230264.000000 Penalty: 5992.452637
	Iteration 27Q: 3 clusters Score -2.223026e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106965 members 
Mstep: Class 2 contains 69620 members 
Entering Unmasked Estep 
Score: -22230636.000000 Penalty: 5992.452637
	Iteration 28Q: 3 clusters Score -2.223064e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108722 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
Score: -22231106.000000 Penalty: 5992.452637
	Iteration 29Q: 3 clusters Score -2.223111e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110526 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -22231564.000000 Penalty: 5992.452637
	Iteration 30Q: 3 clusters Score -2.223156e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112415 members 
Mstep: Class 2 contains 64170 members 
Entering Unmasked Estep 
Score: -22232004.000000 Penalty: 5992.452637
	Iteration 31Q: 3 clusters Score -2.2232e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114353 members 
Mstep: Class 2 contains 62232 members 
Entering Unmasked Estep 
Score: -22232656.000000 Penalty: 5992.452637
	Iteration 32Q: 3 clusters Score -2.223266e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116387 members 
Mstep: Class 2 contains 60198 members 
Entering Unmasked Estep 
Score: -22233204.000000 Penalty: 5992.452637
	Iteration 33Q: 3 clusters Score -2.22332e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118500 members 
Mstep: Class 2 contains 58085 members 
Entering Unmasked Estep 
Score: -22233770.000000 Penalty: 5992.452637
	Iteration 34Q: 3 clusters Score -2.223377e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120727 members 
Mstep: Class 2 contains 55858 members 
Entering Unmasked Estep 
Score: -22234578.000000 Penalty: 5992.452637
	Iteration 35Q: 3 clusters Score -2.223458e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122970 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -22235202.000000 Penalty: 5992.452637
	Iteration 36Q: 3 clusters Score -2.22352e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125359 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -22235916.000000 Penalty: 5992.452637
	Iteration 37Q: 3 clusters Score -2.223592e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127723 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -22236622.000000 Penalty: 5992.452637
	Iteration 38Q: 3 clusters Score -2.223662e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130105 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -22237360.000000 Penalty: 5992.452637
	Iteration 39Q: 3 clusters Score -2.223736e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132400 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -22238094.000000 Penalty: 5992.452637
	Iteration 40F: 3 clusters Score -2.223809e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134661 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -22238748.000000 Penalty: 5992.452637
	Iteration 41Q: 3 clusters Score -2.223875e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136839 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -22239460.000000 Penalty: 5992.452637
	Iteration 42Q: 3 clusters Score -2.223946e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138891 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -22240066.000000 Penalty: 5992.452637
	Iteration 43Q: 3 clusters Score -2.224007e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140909 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -22240720.000000 Penalty: 5992.452637
	Iteration 44Q: 3 clusters Score -2.224072e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142915 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -22241228.000000 Penalty: 5992.452637
	Iteration 45Q: 3 clusters Score -2.224123e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144887 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -22241790.000000 Penalty: 5992.452637
	Iteration 46Q: 3 clusters Score -2.224179e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146726 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -22242334.000000 Penalty: 5992.452637
	Iteration 47Q: 3 clusters Score -2.224233e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148449 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -22242806.000000 Penalty: 5992.452637
	Iteration 48Q: 3 clusters Score -2.224281e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150080 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -22243292.000000 Penalty: 5992.452637
	Iteration 49Q: 3 clusters Score -2.224329e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151623 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -22243878.000000 Penalty: 5992.452637
	Iteration 50Q: 3 clusters Score -2.224388e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153100 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -22244286.000000 Penalty: 5992.452637
	Iteration 51Q: 3 clusters Score -2.224429e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154572 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -22244606.000000 Penalty: 5992.452637
	Iteration 52Q: 3 clusters Score -2.224461e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155968 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -22245028.000000 Penalty: 5992.452637
	Iteration 53Q: 3 clusters Score -2.224503e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -22245470.000000 Penalty: 5992.452637
	Iteration 54Q: 3 clusters Score -2.224547e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158647 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -22245816.000000 Penalty: 5992.452637
	Iteration 55Q: 3 clusters Score -2.224582e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159924 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -22246162.000000 Penalty: 5992.452637
	Iteration 56Q: 3 clusters Score -2.224616e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161178 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -22246620.000000 Penalty: 5992.452637
	Iteration 57Q: 3 clusters Score -2.224662e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162372 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -22247012.000000 Penalty: 5992.452637
	Iteration 58Q: 3 clusters Score -2.224701e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163494 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -22247278.000000 Penalty: 5992.452637
	Iteration 59Q: 3 clusters Score -2.224728e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164549 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -22247610.000000 Penalty: 5992.452637
	Iteration 60F: 3 clusters Score -2.224761e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165534 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -22247868.000000 Penalty: 5992.452637
	Iteration 61Q: 3 clusters Score -2.224787e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166376 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -22248090.000000 Penalty: 5992.452637
	Iteration 62Q: 3 clusters Score -2.224809e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167147 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -22248322.000000 Penalty: 5992.452637
	Iteration 63Q: 3 clusters Score -2.224832e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167871 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -22248458.000000 Penalty: 5992.452637
	Iteration 64Q: 3 clusters Score -2.224846e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168528 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -22248642.000000 Penalty: 5992.452637
	Iteration 65Q: 3 clusters Score -2.224864e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169141 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -22248794.000000 Penalty: 5992.452637
	Iteration 66Q: 3 clusters Score -2.224879e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169674 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -22248978.000000 Penalty: 5992.452637
	Iteration 67Q: 3 clusters Score -2.224898e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170148 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -22249072.000000 Penalty: 5992.452637
	Iteration 68Q: 3 clusters Score -2.224907e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170588 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -22249152.000000 Penalty: 5992.452637
	Iteration 69Q: 3 clusters Score -2.224915e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170977 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -22249154.000000 Penalty: 5992.452637
	Iteration 70Q: 3 clusters Score -2.224915e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171303 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -22249278.000000 Penalty: 5992.452637
	Iteration 71Q: 3 clusters Score -2.224928e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171594 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -22249306.000000 Penalty: 5992.452637
	Iteration 72Q: 3 clusters Score -2.224931e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171850 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -22249322.000000 Penalty: 5992.452637
	Iteration 73Q: 3 clusters Score -2.224932e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172087 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -22249346.000000 Penalty: 5992.452637
	Iteration 74Q: 3 clusters Score -2.224935e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172309 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -22249348.000000 Penalty: 5992.452637
	Iteration 75Q: 3 clusters Score -2.224935e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172511 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -22249390.000000 Penalty: 5992.452637
	Iteration 76Q: 3 clusters Score -2.224939e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172679 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -22249436.000000 Penalty: 5992.452637
	Iteration 77Q: 3 clusters Score -2.224944e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172848 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -22249458.000000 Penalty: 5992.452637
	Iteration 78Q: 3 clusters Score -2.224946e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172981 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -22249500.000000 Penalty: 5992.452637
	Iteration 79Q: 3 clusters Score -2.22495e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173114 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -22249510.000000 Penalty: 5992.452637
	Iteration 80F: 3 clusters Score -2.224951e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173238 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -22249464.000000 Penalty: 5992.452637
	Iteration 81Q: 3 clusters Score -2.224946e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173330 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -22249476.000000 Penalty: 5992.452637
	Iteration 82Q: 3 clusters Score -2.224948e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173402 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -22249502.000000 Penalty: 5992.452637
	Iteration 83Q: 3 clusters Score -2.22495e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173470 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -22249520.000000 Penalty: 5992.452637
	Iteration 84Q: 3 clusters Score -2.224952e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173528 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -22249516.000000 Penalty: 5992.452637
	Iteration 85Q: 3 clusters Score -2.224952e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173577 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -22249502.000000 Penalty: 5992.452637
	Iteration 86Q: 3 clusters Score -2.22495e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173626 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -22249500.000000 Penalty: 5992.452637
	Iteration 87Q: 3 clusters Score -2.22495e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173662 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -22249486.000000 Penalty: 5992.452637
	Iteration 88Q: 3 clusters Score -2.224949e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173691 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -22249488.000000 Penalty: 5992.452637
	Iteration 89Q: 3 clusters Score -2.224949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173711 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -22249488.000000 Penalty: 5992.452637
	Iteration 90Q: 3 clusters Score -2.224949e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173730 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -22249486.000000 Penalty: 5992.452637
	Iteration 91Q: 3 clusters Score -2.224949e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173756 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -22249500.000000 Penalty: 5992.452637
	Iteration 92Q: 3 clusters Score -2.22495e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173775 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -22249486.000000 Penalty: 5992.452637
	Iteration 93Q: 3 clusters Score -2.224949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173789 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -22249488.000000 Penalty: 5992.452637
	Iteration 94Q: 3 clusters Score -2.224949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173801 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -22249484.000000 Penalty: 5992.452637
	Iteration 95Q: 3 clusters Score -2.224948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173813 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -22249502.000000 Penalty: 5992.452637
	Iteration 96Q: 3 clusters Score -2.22495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173821 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -22249494.000000 Penalty: 5992.452637
	Iteration 97Q: 3 clusters Score -2.224949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173828 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -22249496.000000 Penalty: 5992.452637
	Iteration 98Q: 3 clusters Score -2.22495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173835 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -22249488.000000 Penalty: 5992.452637
	Iteration 99Q: 3 clusters Score -2.224949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173844 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -22249488.000000 Penalty: 5992.452637
	Iteration 100F: 3 clusters Score -2.224949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173856 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -22249506.000000 Penalty: 5992.452637
	Iteration 101Q: 3 clusters Score -2.224951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173863 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -22249492.000000 Penalty: 5992.452637
	Iteration 102Q: 3 clusters Score -2.224949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173867 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -22249488.000000 Penalty: 5992.452637
	Iteration 103Q: 3 clusters Score -2.224949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173871 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -22249478.000000 Penalty: 5992.452637
	Iteration 104Q: 3 clusters Score -2.224948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173873 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -22249484.000000 Penalty: 5992.452637
	Iteration 105Q: 3 clusters Score -2.224948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173875 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -22249482.000000 Penalty: 5992.452637
	Iteration 106Q: 3 clusters Score -2.224948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173879 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -22249498.000000 Penalty: 5992.452637
	Iteration 107Q: 3 clusters Score -2.22495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173880 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -22249514.000000 Penalty: 5992.452637
	Iteration 108Q: 3 clusters Score -2.224951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173881 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -22249490.000000 Penalty: 5992.452637
	Iteration 109Q: 3 clusters Score -2.224949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173884 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -22249488.000000 Penalty: 5992.452637
	Iteration 110Q: 3 clusters Score -2.224949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173889 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -22249478.000000 Penalty: 5992.452637
	Iteration 111Q: 3 clusters Score -2.224948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173891 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -22249482.000000 Penalty: 5992.452637
	Iteration 112Q: 3 clusters Score -2.224948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173894 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -22249494.000000 Penalty: 5992.452637
	Iteration 113Q: 3 clusters Score -2.224949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173896 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -22249484.000000 Penalty: 5992.452637
	Iteration 114Q: 3 clusters Score -2.224948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173901 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -22249486.000000 Penalty: 5992.452637
	Iteration 115Q: 3 clusters Score -2.224949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173904 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -22249488.000000 Penalty: 5992.452637
	Iteration 116Q: 3 clusters Score -2.224949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173905 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -22249490.000000 Penalty: 5992.452637
	Iteration 117Q: 3 clusters Score -2.224949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173906 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -22249486.000000 Penalty: 5992.452637
	Iteration 118Q: 3 clusters Score -2.224949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173906 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -22249486.000000 Penalty: 5992.452637
	Iteration 119F: 3 clusters Score -2.224949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (89712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89712 members 
Entering Unmasked Estep 
Score: -11347961.000000 Penalty: 2828.281250
	Iteration 0F: 2 clusters Score -1.134796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -11287858.000000 Penalty: 5656.562500
	Iteration 0F: 3 clusters Score -1.128786e+07 nChanged 42371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -11312022.000000 Penalty: 5656.562500
	Iteration 1F: 3 clusters Score -1.131202e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -11312903.000000 Penalty: 5656.562500
	Iteration 2Q: 3 clusters Score -1.13129e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -11313690.000000 Penalty: 5656.562500
	Iteration 3Q: 3 clusters Score -1.131369e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -11314601.000000 Penalty: 5656.562500
	Iteration 4Q: 3 clusters Score -1.13146e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -11315853.000000 Penalty: 5656.562500
	Iteration 5Q: 3 clusters Score -1.131585e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -11317399.000000 Penalty: 5656.562500
	Iteration 6Q: 3 clusters Score -1.13174e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -11319649.000000 Penalty: 5656.562500
	Iteration 7Q: 3 clusters Score -1.131965e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -11322804.000000 Penalty: 5656.562500
	Iteration 8F: 3 clusters Score -1.13228e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -11326626.000000 Penalty: 5656.562500
	Iteration 9F: 3 clusters Score -1.132663e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -11330291.000000 Penalty: 5656.562500
	Iteration 10F: 3 clusters Score -1.133029e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -11332562.000000 Penalty: 5656.562500
	Iteration 11Q: 3 clusters Score -1.133256e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -11333551.000000 Penalty: 5656.562500
	Iteration 12Q: 3 clusters Score -1.133355e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -11334030.000000 Penalty: 5656.562500
	Iteration 13Q: 3 clusters Score -1.133403e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -11334343.000000 Penalty: 5656.562500
	Iteration 14Q: 3 clusters Score -1.133434e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -11334681.000000 Penalty: 5656.562500
	Iteration 15Q: 3 clusters Score -1.133468e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 57499 members 
Entering Unmasked Estep 
Score: -11334939.000000 Penalty: 5656.562500
	Iteration 16Q: 3 clusters Score -1.133494e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -11335392.000000 Penalty: 5656.562500
	Iteration 17Q: 3 clusters Score -1.133539e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 59822 members 
Entering Unmasked Estep 
Score: -11335774.000000 Penalty: 5656.562500
	Iteration 18Q: 3 clusters Score -1.133577e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -11336228.000000 Penalty: 5656.562500
	Iteration 19Q: 3 clusters Score -1.133623e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 62176 members 
Entering Unmasked Estep 
Score: -11336668.000000 Penalty: 5656.562500
	Iteration 20F: 3 clusters Score -1.133667e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 63415 members 
Entering Unmasked Estep 
Score: -11337038.000000 Penalty: 5656.562500
	Iteration 21Q: 3 clusters Score -1.133704e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 64658 members 
Entering Unmasked Estep 
Score: -11337484.000000 Penalty: 5656.562500
	Iteration 22Q: 3 clusters Score -1.133748e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 65893 members 
Entering Unmasked Estep 
Score: -11337892.000000 Penalty: 5656.562500
	Iteration 23Q: 3 clusters Score -1.133789e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 67133 members 
Entering Unmasked Estep 
Score: -11338321.000000 Penalty: 5656.562500
	Iteration 24Q: 3 clusters Score -1.133832e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
Score: -11338727.000000 Penalty: 5656.562500
	Iteration 25Q: 3 clusters Score -1.133873e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 69602 members 
Entering Unmasked Estep 
Score: -11339100.000000 Penalty: 5656.562500
	Iteration 26Q: 3 clusters Score -1.13391e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 70832 members 
Entering Unmasked Estep 
Score: -11339578.000000 Penalty: 5656.562500
	Iteration 27Q: 3 clusters Score -1.133958e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 72027 members 
Entering Unmasked Estep 
Score: -11340038.000000 Penalty: 5656.562500
	Iteration 28Q: 3 clusters Score -1.134004e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 73213 members 
Entering Unmasked Estep 
Score: -11340520.000000 Penalty: 5656.562500
	Iteration 29Q: 3 clusters Score -1.134052e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 74316 members 
Entering Unmasked Estep 
Score: -11340915.000000 Penalty: 5656.562500
	Iteration 30Q: 3 clusters Score -1.134092e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 75420 members 
Entering Unmasked Estep 
Score: -11341369.000000 Penalty: 5656.562500
	Iteration 31Q: 3 clusters Score -1.134137e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -11341722.000000 Penalty: 5656.562500
	Iteration 32Q: 3 clusters Score -1.134172e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 77587 members 
Entering Unmasked Estep 
Score: -11342151.000000 Penalty: 5656.562500
	Iteration 33Q: 3 clusters Score -1.134215e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 78569 members 
Entering Unmasked Estep 
Score: -11342527.000000 Penalty: 5656.562500
	Iteration 34Q: 3 clusters Score -1.134253e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 79517 members 
Entering Unmasked Estep 
Score: -11342856.000000 Penalty: 5656.562500
	Iteration 35Q: 3 clusters Score -1.134286e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 80407 members 
Entering Unmasked Estep 
Score: -11343210.000000 Penalty: 5656.562500
	Iteration 36Q: 3 clusters Score -1.134321e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 81247 members 
Entering Unmasked Estep 
Score: -11343558.000000 Penalty: 5656.562500
	Iteration 37Q: 3 clusters Score -1.134356e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 82010 members 
Entering Unmasked Estep 
Score: -11343851.000000 Penalty: 5656.562500
	Iteration 38Q: 3 clusters Score -1.134385e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 82692 members 
Entering Unmasked Estep 
Score: -11344114.000000 Penalty: 5656.562500
	Iteration 39Q: 3 clusters Score -1.134411e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 83282 members 
Entering Unmasked Estep 
Score: -11344359.000000 Penalty: 5656.562500
	Iteration 40F: 3 clusters Score -1.134436e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 83826 members 
Entering Unmasked Estep 
Score: -11344506.000000 Penalty: 5656.562500
	Iteration 41Q: 3 clusters Score -1.134451e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 84283 members 
Entering Unmasked Estep 
Score: -11344656.000000 Penalty: 5656.562500
	Iteration 42Q: 3 clusters Score -1.134466e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 84712 members 
Entering Unmasked Estep 
Score: -11344786.000000 Penalty: 5656.562500
	Iteration 43Q: 3 clusters Score -1.134479e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 85097 members 
Entering Unmasked Estep 
Score: -11344877.000000 Penalty: 5656.562500
	Iteration 44Q: 3 clusters Score -1.134488e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 85434 members 
Entering Unmasked Estep 
Score: -11345007.000000 Penalty: 5656.562500
	Iteration 45Q: 3 clusters Score -1.134501e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 85743 members 
Entering Unmasked Estep 
Score: -11345107.000000 Penalty: 5656.562500
	Iteration 46Q: 3 clusters Score -1.134511e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 86004 members 
Entering Unmasked Estep 
Score: -11345176.000000 Penalty: 5656.562500
	Iteration 47Q: 3 clusters Score -1.134518e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 86241 members 
Entering Unmasked Estep 
Score: -11345231.000000 Penalty: 5656.562500
	Iteration 48Q: 3 clusters Score -1.134523e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 86455 members 
Entering Unmasked Estep 
Score: -11345297.000000 Penalty: 5656.562500
	Iteration 49Q: 3 clusters Score -1.13453e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 86653 members 
Entering Unmasked Estep 
Score: -11345352.000000 Penalty: 5656.562500
	Iteration 50Q: 3 clusters Score -1.134535e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 86839 members 
Entering Unmasked Estep 
Score: -11345425.000000 Penalty: 5656.562500
	Iteration 51Q: 3 clusters Score -1.134542e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 86990 members 
Entering Unmasked Estep 
Score: -11345485.000000 Penalty: 5656.562500
	Iteration 52Q: 3 clusters Score -1.134548e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 87097 members 
Entering Unmasked Estep 
Score: -11345528.000000 Penalty: 5656.562500
	Iteration 53Q: 3 clusters Score -1.134553e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 87200 members 
Entering Unmasked Estep 
Score: -11345579.000000 Penalty: 5656.562500
	Iteration 54Q: 3 clusters Score -1.134558e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 87283 members 
Entering Unmasked Estep 
Score: -11345581.000000 Penalty: 5656.562500
	Iteration 55Q: 3 clusters Score -1.134558e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 87362 members 
Entering Unmasked Estep 
Score: -11345617.000000 Penalty: 5656.562500
	Iteration 56Q: 3 clusters Score -1.134562e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 87425 members 
Entering Unmasked Estep 
Score: -11345615.000000 Penalty: 5656.562500
	Iteration 57Q: 3 clusters Score -1.134562e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 87486 members 
Entering Unmasked Estep 
Score: -11345627.000000 Penalty: 5656.562500
	Iteration 58Q: 3 clusters Score -1.134563e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 87533 members 
Entering Unmasked Estep 
Score: -11345624.000000 Penalty: 5656.562500
	Iteration 59Q: 3 clusters Score -1.134562e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 87565 members 
Entering Unmasked Estep 
Score: -11345630.000000 Penalty: 5656.562500
	Iteration 60F: 3 clusters Score -1.134563e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 87596 members 
Entering Unmasked Estep 
Score: -11345649.000000 Penalty: 5656.562500
	Iteration 61Q: 3 clusters Score -1.134565e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 87626 members 
Entering Unmasked Estep 
Score: -11345651.000000 Penalty: 5656.562500
	Iteration 62Q: 3 clusters Score -1.134565e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 87650 members 
Entering Unmasked Estep 
Score: -11345668.000000 Penalty: 5656.562500
	Iteration 63Q: 3 clusters Score -1.134567e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 87676 members 
Entering Unmasked Estep 
Score: -11345661.000000 Penalty: 5656.562500
	Iteration 64Q: 3 clusters Score -1.134566e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 87709 members 
Entering Unmasked Estep 
Score: -11345655.000000 Penalty: 5656.562500
	Iteration 65Q: 3 clusters Score -1.134566e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 87737 members 
Entering Unmasked Estep 
Score: -11345657.000000 Penalty: 5656.562500
	Iteration 66Q: 3 clusters Score -1.134566e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 87759 members 
Entering Unmasked Estep 
Score: -11345660.000000 Penalty: 5656.562500
	Iteration 67Q: 3 clusters Score -1.134566e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 87790 members 
Entering Unmasked Estep 
Score: -11345657.000000 Penalty: 5656.562500
	Iteration 68Q: 3 clusters Score -1.134566e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 87821 members 
Entering Unmasked Estep 
Score: -11345666.000000 Penalty: 5656.562500
	Iteration 69Q: 3 clusters Score -1.134567e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 87847 members 
Entering Unmasked Estep 
Score: -11345667.000000 Penalty: 5656.562500
	Iteration 70Q: 3 clusters Score -1.134567e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 87866 members 
Entering Unmasked Estep 
Score: -11345695.000000 Penalty: 5656.562500
	Iteration 71Q: 3 clusters Score -1.13457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 87882 members 
Entering Unmasked Estep 
Score: -11345690.000000 Penalty: 5656.562500
	Iteration 72Q: 3 clusters Score -1.134569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 87900 members 
Entering Unmasked Estep 
Score: -11345690.000000 Penalty: 5656.562500
	Iteration 73Q: 3 clusters Score -1.134569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 87912 members 
Entering Unmasked Estep 
Score: -11345695.000000 Penalty: 5656.562500
	Iteration 74Q: 3 clusters Score -1.13457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 87921 members 
Entering Unmasked Estep 
Score: -11345698.000000 Penalty: 5656.562500
	Iteration 75Q: 3 clusters Score -1.13457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 87930 members 
Entering Unmasked Estep 
Score: -11345698.000000 Penalty: 5656.562500
	Iteration 76Q: 3 clusters Score -1.13457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 87936 members 
Entering Unmasked Estep 
Score: -11345697.000000 Penalty: 5656.562500
	Iteration 77Q: 3 clusters Score -1.13457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 87941 members 
Entering Unmasked Estep 
Score: -11345698.000000 Penalty: 5656.562500
	Iteration 78Q: 3 clusters Score -1.13457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 87947 members 
Entering Unmasked Estep 
Score: -11345702.000000 Penalty: 5656.562500
	Iteration 79Q: 3 clusters Score -1.13457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 87956 members 
Entering Unmasked Estep 
Score: -11345713.000000 Penalty: 5656.562500
	Iteration 80F: 3 clusters Score -1.134571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 87967 members 
Entering Unmasked Estep 
Score: -11345689.000000 Penalty: 5656.562500
	Iteration 81Q: 3 clusters Score -1.134569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 87977 members 
Entering Unmasked Estep 
Score: -11345709.000000 Penalty: 5656.562500
	Iteration 82Q: 3 clusters Score -1.134571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 87987 members 
Entering Unmasked Estep 
Score: -11345714.000000 Penalty: 5656.562500
	Iteration 83Q: 3 clusters Score -1.134571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 87995 members 
Entering Unmasked Estep 
Score: -11345704.000000 Penalty: 5656.562500
	Iteration 84Q: 3 clusters Score -1.13457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 88004 members 
Entering Unmasked Estep 
Score: -11345720.000000 Penalty: 5656.562500
	Iteration 85Q: 3 clusters Score -1.134572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 88012 members 
Entering Unmasked Estep 
Score: -11345726.000000 Penalty: 5656.562500
	Iteration 86Q: 3 clusters Score -1.134573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 88017 members 
Entering Unmasked Estep 
Score: -11345731.000000 Penalty: 5656.562500
	Iteration 87Q: 3 clusters Score -1.134573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 88023 members 
Entering Unmasked Estep 
Score: -11345738.000000 Penalty: 5656.562500
	Iteration 88Q: 3 clusters Score -1.134574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 88028 members 
Entering Unmasked Estep 
Score: -11345742.000000 Penalty: 5656.562500
	Iteration 89Q: 3 clusters Score -1.134574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 88030 members 
Entering Unmasked Estep 
Score: -11345745.000000 Penalty: 5656.562500
	Iteration 90Q: 3 clusters Score -1.134574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 88032 members 
Entering Unmasked Estep 
Score: -11345746.000000 Penalty: 5656.562500
	Iteration 91Q: 3 clusters Score -1.134575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 88033 members 
Entering Unmasked Estep 
Score: -11345741.000000 Penalty: 5656.562500
	Iteration 92Q: 3 clusters Score -1.134574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 88034 members 
Entering Unmasked Estep 
Score: -11345745.000000 Penalty: 5656.562500
	Iteration 93Q: 3 clusters Score -1.134574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 88035 members 
Entering Unmasked Estep 
Score: -11345745.000000 Penalty: 5656.562500
	Iteration 94Q: 3 clusters Score -1.134574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 88035 members 
Entering Unmasked Estep 
Score: -11345745.000000 Penalty: 5656.562500
	Iteration 95F: 3 clusters Score -1.134574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (98978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98978 members 
Entering Unmasked Estep 
Score: -12551274.000000 Penalty: 2852.657959
	Iteration 0F: 2 clusters Score -1.255127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -12485154.000000 Penalty: 5705.315918
	Iteration 0F: 3 clusters Score -1.248515e+07 nChanged 46571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -12511692.000000 Penalty: 5705.315918
	Iteration 1F: 3 clusters Score -1.251169e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -12512537.000000 Penalty: 5705.315918
	Iteration 2Q: 3 clusters Score -1.251254e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -12513307.000000 Penalty: 5705.315918
	Iteration 3Q: 3 clusters Score -1.251331e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -12514467.000000 Penalty: 5705.315918
	Iteration 4Q: 3 clusters Score -1.251447e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 59499 members 
Entering Unmasked Estep 
Score: -12516266.000000 Penalty: 5705.315918
	Iteration 5Q: 3 clusters Score -1.251627e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -12519148.000000 Penalty: 5705.315918
	Iteration 6F: 3 clusters Score -1.251915e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 70359 members 
Entering Unmasked Estep 
Score: -12523668.000000 Penalty: 5705.315918
	Iteration 7F: 3 clusters Score -1.252367e+07 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 77636 members 
Entering Unmasked Estep 
Score: -12530001.000000 Penalty: 5705.315918
	Iteration 8F: 3 clusters Score -1.253e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 84766 members 
Entering Unmasked Estep 
Score: -12536740.000000 Penalty: 5705.315918
	Iteration 9F: 3 clusters Score -1.253674e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 90492 members 
Entering Unmasked Estep 
Score: -12542175.000000 Penalty: 5705.315918
	Iteration 10F: 3 clusters Score -1.254218e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 94096 members 
Entering Unmasked Estep 
Score: -12545375.000000 Penalty: 5705.315918
	Iteration 11Q: 3 clusters Score -1.254538e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 96127 members 
Entering Unmasked Estep 
Score: -12547099.000000 Penalty: 5705.315918
	Iteration 12Q: 3 clusters Score -1.25471e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 97166 members 
Entering Unmasked Estep 
Score: -12547950.000000 Penalty: 5705.315918
	Iteration 13Q: 3 clusters Score -1.254795e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 97703 members 
Entering Unmasked Estep 
Score: -12548395.000000 Penalty: 5705.315918
	Iteration 14Q: 3 clusters Score -1.25484e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 97976 members 
Entering Unmasked Estep 
Score: -12548596.000000 Penalty: 5705.315918
	Iteration 15Q: 3 clusters Score -1.25486e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 98130 members 
Entering Unmasked Estep 
Score: -12548729.000000 Penalty: 5705.315918
	Iteration 16Q: 3 clusters Score -1.254873e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 98204 members 
Entering Unmasked Estep 
Score: -12548783.000000 Penalty: 5705.315918
	Iteration 17Q: 3 clusters Score -1.254878e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -12548835.000000 Penalty: 5705.315918
	Iteration 18Q: 3 clusters Score -1.254884e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 98306 members 
Entering Unmasked Estep 
Score: -12548873.000000 Penalty: 5705.315918
	Iteration 19Q: 3 clusters Score -1.254887e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 98332 members 
Entering Unmasked Estep 
Score: -12548908.000000 Penalty: 5705.315918
	Iteration 20F: 3 clusters Score -1.254891e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 98358 members 
Entering Unmasked Estep 
Score: -12548930.000000 Penalty: 5705.315918
	Iteration 21Q: 3 clusters Score -1.254893e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 98382 members 
Entering Unmasked Estep 
Score: -12548931.000000 Penalty: 5705.315918
	Iteration 22Q: 3 clusters Score -1.254893e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 98391 members 
Entering Unmasked Estep 
Score: -12548947.000000 Penalty: 5705.315918
	Iteration 23Q: 3 clusters Score -1.254895e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 98405 members 
Entering Unmasked Estep 
Score: -12548961.000000 Penalty: 5705.315918
	Iteration 24Q: 3 clusters Score -1.254896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 98413 members 
Entering Unmasked Estep 
Score: -12548966.000000 Penalty: 5705.315918
	Iteration 25Q: 3 clusters Score -1.254897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 98422 members 
Entering Unmasked Estep 
Score: -12548958.000000 Penalty: 5705.315918
	Iteration 26Q: 3 clusters Score -1.254896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 98427 members 
Entering Unmasked Estep 
Score: -12548974.000000 Penalty: 5705.315918
	Iteration 27Q: 3 clusters Score -1.254897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 98423 members 
Entering Unmasked Estep 
Score: -12548973.000000 Penalty: 5705.315918
	Iteration 28Q: 3 clusters Score -1.254897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 98423 members 
Entering Unmasked Estep 
Score: -12548976.000000 Penalty: 5705.315918
	Iteration 29Q: 3 clusters Score -1.254898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 98426 members 
Entering Unmasked Estep 
Score: -12548975.000000 Penalty: 5705.315918
	Iteration 30Q: 3 clusters Score -1.254898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 98428 members 
Entering Unmasked Estep 
Score: -12548968.000000 Penalty: 5705.315918
	Iteration 31Q: 3 clusters Score -1.254897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 98428 members 
Entering Unmasked Estep 
Score: -12548968.000000 Penalty: 5705.315918
	Iteration 32F: 3 clusters Score -1.254897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -115631.117188 Penalty: 1756.472046
	Iteration 0F: 2 clusters Score -115631.1 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 630 members 
Entering Unmasked Estep 
Score: -113651.625000 Penalty: 3512.944092
	Iteration 0F: 3 clusters Score -113651.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -115268.867188 Penalty: 3512.944092
	Iteration 1F: 3 clusters Score -115268.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117129.507812 Penalty: 3512.944092
	Iteration 2F: 3 clusters Score -117129.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -117739.750000 Penalty: 3512.944092
	Iteration 3F: 3 clusters Score -117739.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -118086.851562 Penalty: 3512.944092
	Iteration 4Q: 3 clusters Score -118086.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -118641.468750 Penalty: 3512.944092
	Iteration 5Q: 3 clusters Score -118641.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -119224.179688 Penalty: 3512.944092
	Iteration 6Q: 3 clusters Score -119224.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -119224.179688 Penalty: 3512.944092
	Iteration 7F: 3 clusters Score -119224.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 876 members 
Mstep: Class 3 contains 68401 members 
Mstep: Class 4 contains 11454 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 474 members 
Mstep: Class 7 contains 532 members 
Mstep: Class 8 contains 176585 members 
Mstep: Class 9 contains 89712 members 
Mstep: Class 10 contains 98978 members 
Mstep: Class 11 contains 717 members 
Mstep: Class 13 contains 184659 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 47715 members 
Mstep: Class 17 contains 8656 members 
Mstep: Class 19 contains 154338 members 
Mstep: Class 20 contains 79606 members 
Mstep: Class 21 contains 2972 members 
Entering Unmasked Estep 
Score: -119220112.000000 Penalty: 61513.308594
Splitting cluster 11 changes total score from -119214176.000000 to -119220112.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 13 (184659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184659 members 
Entering Unmasked Estep 
Score: -23332436.000000 Penalty: 3007.313965
	Iteration 0F: 2 clusters Score -2.333244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92399 members 
Mstep: Class 2 contains 92260 members 
Entering Unmasked Estep 
Score: -23213026.000000 Penalty: 6014.627930
	Iteration 0F: 3 clusters Score -2.321303e+07 nChanged 88823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91392 members 
Mstep: Class 2 contains 93267 members 
Entering Unmasked Estep 
Score: -23264230.000000 Penalty: 6014.627930
	Iteration 1F: 3 clusters Score -2.326423e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91013 members 
Mstep: Class 2 contains 93646 members 
Entering Unmasked Estep 
Score: -23265506.000000 Penalty: 6014.627930
	Iteration 2Q: 3 clusters Score -2.326551e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90418 members 
Mstep: Class 2 contains 94241 members 
Entering Unmasked Estep 
Score: -23266826.000000 Penalty: 6014.627930
	Iteration 3Q: 3 clusters Score -2.326683e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89554 members 
Mstep: Class 2 contains 95105 members 
Entering Unmasked Estep 
Score: -23268738.000000 Penalty: 6014.627930
	Iteration 4Q: 3 clusters Score -2.326874e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88411 members 
Mstep: Class 2 contains 96248 members 
Entering Unmasked Estep 
Score: -23271374.000000 Penalty: 6014.627930
	Iteration 5Q: 3 clusters Score -2.327137e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86848 members 
Mstep: Class 2 contains 97811 members 
Entering Unmasked Estep 
Score: -23275570.000000 Penalty: 6014.627930
	Iteration 6Q: 3 clusters Score -2.327557e+07 nChanged 10409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85011 members 
Mstep: Class 2 contains 99648 members 
Entering Unmasked Estep 
Score: -23282170.000000 Penalty: 6014.627930
	Iteration 7F: 3 clusters Score -2.328217e+07 nChanged 12209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83056 members 
Mstep: Class 2 contains 101603 members 
Entering Unmasked Estep 
Score: -23291690.000000 Penalty: 6014.627930
	Iteration 8F: 3 clusters Score -2.329169e+07 nChanged 12830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 103089 members 
Entering Unmasked Estep 
Score: -23301546.000000 Penalty: 6014.627930
	Iteration 9F: 3 clusters Score -2.330155e+07 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80621 members 
Mstep: Class 2 contains 104038 members 
Entering Unmasked Estep 
Score: -23307476.000000 Penalty: 6014.627930
	Iteration 10F: 3 clusters Score -2.330748e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80053 members 
Mstep: Class 2 contains 104606 members 
Entering Unmasked Estep 
Score: -23309656.000000 Penalty: 6014.627930
	Iteration 11Q: 3 clusters Score -2.330966e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79444 members 
Mstep: Class 2 contains 105215 members 
Entering Unmasked Estep 
Score: -23310452.000000 Penalty: 6014.627930
	Iteration 12Q: 3 clusters Score -2.331045e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78692 members 
Mstep: Class 2 contains 105967 members 
Entering Unmasked Estep 
Score: -23310982.000000 Penalty: 6014.627930
	Iteration 13Q: 3 clusters Score -2.331098e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77858 members 
Mstep: Class 2 contains 106801 members 
Entering Unmasked Estep 
Score: -23311430.000000 Penalty: 6014.627930
	Iteration 14Q: 3 clusters Score -2.331143e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76866 members 
Mstep: Class 2 contains 107793 members 
Entering Unmasked Estep 
Score: -23311888.000000 Penalty: 6014.627930
	Iteration 15Q: 3 clusters Score -2.331189e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75880 members 
Mstep: Class 2 contains 108779 members 
Entering Unmasked Estep 
Score: -23312410.000000 Penalty: 6014.627930
	Iteration 16Q: 3 clusters Score -2.331241e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 109758 members 
Entering Unmasked Estep 
Score: -23312798.000000 Penalty: 6014.627930
	Iteration 17Q: 3 clusters Score -2.33128e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73825 members 
Mstep: Class 2 contains 110834 members 
Entering Unmasked Estep 
Score: -23313082.000000 Penalty: 6014.627930
	Iteration 18Q: 3 clusters Score -2.331308e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72694 members 
Mstep: Class 2 contains 111965 members 
Entering Unmasked Estep 
Score: -23313496.000000 Penalty: 6014.627930
	Iteration 19Q: 3 clusters Score -2.33135e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71492 members 
Mstep: Class 2 contains 113167 members 
Entering Unmasked Estep 
Score: -23313870.000000 Penalty: 6014.627930
	Iteration 20F: 3 clusters Score -2.331387e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70221 members 
Mstep: Class 2 contains 114438 members 
Entering Unmasked Estep 
Score: -23314324.000000 Penalty: 6014.627930
	Iteration 21Q: 3 clusters Score -2.331432e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68876 members 
Mstep: Class 2 contains 115783 members 
Entering Unmasked Estep 
Score: -23314558.000000 Penalty: 6014.627930
	Iteration 22Q: 3 clusters Score -2.331456e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67415 members 
Mstep: Class 2 contains 117244 members 
Entering Unmasked Estep 
Score: -23314954.000000 Penalty: 6014.627930
	Iteration 23Q: 3 clusters Score -2.331495e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 118760 members 
Entering Unmasked Estep 
Score: -23315328.000000 Penalty: 6014.627930
	Iteration 24Q: 3 clusters Score -2.331533e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64303 members 
Mstep: Class 2 contains 120356 members 
Entering Unmasked Estep 
Score: -23315798.000000 Penalty: 6014.627930
	Iteration 25Q: 3 clusters Score -2.33158e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62650 members 
Mstep: Class 2 contains 122009 members 
Entering Unmasked Estep 
Score: -23316328.000000 Penalty: 6014.627930
	Iteration 26Q: 3 clusters Score -2.331633e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 123705 members 
Entering Unmasked Estep 
Score: -23316928.000000 Penalty: 6014.627930
	Iteration 27Q: 3 clusters Score -2.331693e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 125488 members 
Entering Unmasked Estep 
Score: -23317348.000000 Penalty: 6014.627930
	Iteration 28Q: 3 clusters Score -2.331735e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57281 members 
Mstep: Class 2 contains 127378 members 
Entering Unmasked Estep 
Score: -23317858.000000 Penalty: 6014.627930
	Iteration 29Q: 3 clusters Score -2.331786e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 129409 members 
Entering Unmasked Estep 
Score: -23318482.000000 Penalty: 6014.627930
	Iteration 30Q: 3 clusters Score -2.331848e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 131588 members 
Entering Unmasked Estep 
Score: -23319360.000000 Penalty: 6014.627930
	Iteration 31Q: 3 clusters Score -2.331936e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 133805 members 
Entering Unmasked Estep 
Score: -23320240.000000 Penalty: 6014.627930
	Iteration 32Q: 3 clusters Score -2.332024e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 136094 members 
Entering Unmasked Estep 
Score: -23321198.000000 Penalty: 6014.627930
	Iteration 33Q: 3 clusters Score -2.33212e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 138409 members 
Entering Unmasked Estep 
Score: -23322160.000000 Penalty: 6014.627930
	Iteration 34Q: 3 clusters Score -2.332216e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 140687 members 
Entering Unmasked Estep 
Score: -23323042.000000 Penalty: 6014.627930
	Iteration 35Q: 3 clusters Score -2.332304e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 142980 members 
Entering Unmasked Estep 
Score: -23324158.000000 Penalty: 6014.627930
	Iteration 36Q: 3 clusters Score -2.332416e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 145195 members 
Entering Unmasked Estep 
Score: -23325084.000000 Penalty: 6014.627930
	Iteration 37Q: 3 clusters Score -2.332508e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 147309 members 
Entering Unmasked Estep 
Score: -23325992.000000 Penalty: 6014.627930
	Iteration 38Q: 3 clusters Score -2.332599e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 149332 members 
Entering Unmasked Estep 
Score: -23326948.000000 Penalty: 6014.627930
	Iteration 39Q: 3 clusters Score -2.332695e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 151152 members 
Entering Unmasked Estep 
Score: -23327706.000000 Penalty: 6014.627930
	Iteration 40F: 3 clusters Score -2.332771e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 152895 members 
Entering Unmasked Estep 
Score: -23328288.000000 Penalty: 6014.627930
	Iteration 41Q: 3 clusters Score -2.332829e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 154528 members 
Entering Unmasked Estep 
Score: -23328804.000000 Penalty: 6014.627930
	Iteration 42Q: 3 clusters Score -2.33288e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 156125 members 
Entering Unmasked Estep 
Score: -23329184.000000 Penalty: 6014.627930
	Iteration 43Q: 3 clusters Score -2.332918e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 157658 members 
Entering Unmasked Estep 
Score: -23329610.000000 Penalty: 6014.627930
	Iteration 44Q: 3 clusters Score -2.332961e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 159039 members 
Entering Unmasked Estep 
Score: -23329858.000000 Penalty: 6014.627930
	Iteration 45Q: 3 clusters Score -2.332986e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 160371 members 
Entering Unmasked Estep 
Score: -23330258.000000 Penalty: 6014.627930
	Iteration 46Q: 3 clusters Score -2.333026e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 161646 members 
Entering Unmasked Estep 
Score: -23330562.000000 Penalty: 6014.627930
	Iteration 47Q: 3 clusters Score -2.333056e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 162879 members 
Entering Unmasked Estep 
Score: -23330820.000000 Penalty: 6014.627930
	Iteration 48Q: 3 clusters Score -2.333082e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 164011 members 
Entering Unmasked Estep 
Score: -23330968.000000 Penalty: 6014.627930
	Iteration 49Q: 3 clusters Score -2.333097e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 165104 members 
Entering Unmasked Estep 
Score: -23331264.000000 Penalty: 6014.627930
	Iteration 50Q: 3 clusters Score -2.333126e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 166154 members 
Entering Unmasked Estep 
Score: -23331490.000000 Penalty: 6014.627930
	Iteration 51Q: 3 clusters Score -2.333149e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 167074 members 
Entering Unmasked Estep 
Score: -23331682.000000 Penalty: 6014.627930
	Iteration 52Q: 3 clusters Score -2.333168e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 167914 members 
Entering Unmasked Estep 
Score: -23331674.000000 Penalty: 6014.627930
	Iteration 53Q: 3 clusters Score -2.333167e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 168669 members 
Entering Unmasked Estep 
Score: -23331676.000000 Penalty: 6014.627930
	Iteration 54Q: 3 clusters Score -2.333168e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 169348 members 
Entering Unmasked Estep 
Score: -23331730.000000 Penalty: 6014.627930
	Iteration 55Q: 3 clusters Score -2.333173e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 169985 members 
Entering Unmasked Estep 
Score: -23331752.000000 Penalty: 6014.627930
	Iteration 56Q: 3 clusters Score -2.333175e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 170573 members 
Entering Unmasked Estep 
Score: -23331768.000000 Penalty: 6014.627930
	Iteration 57Q: 3 clusters Score -2.333177e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 171120 members 
Entering Unmasked Estep 
Score: -23331800.000000 Penalty: 6014.627930
	Iteration 58Q: 3 clusters Score -2.33318e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 171617 members 
Entering Unmasked Estep 
Score: -23331860.000000 Penalty: 6014.627930
	Iteration 59Q: 3 clusters Score -2.333186e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 172076 members 
Entering Unmasked Estep 
Score: -23331868.000000 Penalty: 6014.627930
	Iteration 60F: 3 clusters Score -2.333187e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 172494 members 
Entering Unmasked Estep 
Score: -23331872.000000 Penalty: 6014.627930
	Iteration 61Q: 3 clusters Score -2.333187e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 172865 members 
Entering Unmasked Estep 
Score: -23331868.000000 Penalty: 6014.627930
	Iteration 62Q: 3 clusters Score -2.333187e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 173224 members 
Entering Unmasked Estep 
Score: -23331898.000000 Penalty: 6014.627930
	Iteration 63Q: 3 clusters Score -2.33319e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 173560 members 
Entering Unmasked Estep 
Score: -23331826.000000 Penalty: 6014.627930
	Iteration 64Q: 3 clusters Score -2.333183e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 173849 members 
Entering Unmasked Estep 
Score: -23331826.000000 Penalty: 6014.627930
	Iteration 65Q: 3 clusters Score -2.333183e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 174103 members 
Entering Unmasked Estep 
Score: -23331772.000000 Penalty: 6014.627930
	Iteration 66Q: 3 clusters Score -2.333177e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 174337 members 
Entering Unmasked Estep 
Score: -23331818.000000 Penalty: 6014.627930
	Iteration 67Q: 3 clusters Score -2.333182e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 174559 members 
Entering Unmasked Estep 
Score: -23331826.000000 Penalty: 6014.627930
	Iteration 68Q: 3 clusters Score -2.333183e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 174747 members 
Entering Unmasked Estep 
Score: -23331772.000000 Penalty: 6014.627930
	Iteration 69Q: 3 clusters Score -2.333177e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 174919 members 
Entering Unmasked Estep 
Score: -23331790.000000 Penalty: 6014.627930
	Iteration 70Q: 3 clusters Score -2.333179e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 175067 members 
Entering Unmasked Estep 
Score: -23331802.000000 Penalty: 6014.627930
	Iteration 71Q: 3 clusters Score -2.33318e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 175204 members 
Entering Unmasked Estep 
Score: -23331776.000000 Penalty: 6014.627930
	Iteration 72Q: 3 clusters Score -2.333178e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 175326 members 
Entering Unmasked Estep 
Score: -23331754.000000 Penalty: 6014.627930
	Iteration 73Q: 3 clusters Score -2.333175e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 175425 members 
Entering Unmasked Estep 
Score: -23331760.000000 Penalty: 6014.627930
	Iteration 74Q: 3 clusters Score -2.333176e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 175535 members 
Entering Unmasked Estep 
Score: -23331678.000000 Penalty: 6014.627930
	Iteration 75Q: 3 clusters Score -2.333168e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 175630 members 
Entering Unmasked Estep 
Score: -23331676.000000 Penalty: 6014.627930
	Iteration 76Q: 3 clusters Score -2.333168e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 175741 members 
Entering Unmasked Estep 
Score: -23331628.000000 Penalty: 6014.627930
	Iteration 77Q: 3 clusters Score -2.333163e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 175859 members 
Entering Unmasked Estep 
Score: -23331576.000000 Penalty: 6014.627930
	Iteration 78Q: 3 clusters Score -2.333158e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 175980 members 
Entering Unmasked Estep 
Score: -23331528.000000 Penalty: 6014.627930
	Iteration 79Q: 3 clusters Score -2.333153e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 176083 members 
Entering Unmasked Estep 
Score: -23331532.000000 Penalty: 6014.627930
	Iteration 80F: 3 clusters Score -2.333153e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 176180 members 
Entering Unmasked Estep 
Score: -23331536.000000 Penalty: 6014.627930
	Iteration 81Q: 3 clusters Score -2.333154e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 176272 members 
Entering Unmasked Estep 
Score: -23331528.000000 Penalty: 6014.627930
	Iteration 82Q: 3 clusters Score -2.333153e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 176357 members 
Entering Unmasked Estep 
Score: -23331540.000000 Penalty: 6014.627930
	Iteration 83Q: 3 clusters Score -2.333154e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 176450 members 
Entering Unmasked Estep 
Score: -23331532.000000 Penalty: 6014.627930
	Iteration 84Q: 3 clusters Score -2.333153e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 176535 members 
Entering Unmasked Estep 
Score: -23331528.000000 Penalty: 6014.627930
	Iteration 85Q: 3 clusters Score -2.333153e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 176599 members 
Entering Unmasked Estep 
Score: -23331526.000000 Penalty: 6014.627930
	Iteration 86Q: 3 clusters Score -2.333153e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 176659 members 
Entering Unmasked Estep 
Score: -23331510.000000 Penalty: 6014.627930
	Iteration 87Q: 3 clusters Score -2.333151e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 176712 members 
Entering Unmasked Estep 
Score: -23331532.000000 Penalty: 6014.627930
	Iteration 88Q: 3 clusters Score -2.333153e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 176772 members 
Entering Unmasked Estep 
Score: -23331528.000000 Penalty: 6014.627930
	Iteration 89Q: 3 clusters Score -2.333153e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 176826 members 
Entering Unmasked Estep 
Score: -23331512.000000 Penalty: 6014.627930
	Iteration 90Q: 3 clusters Score -2.333151e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 176876 members 
Entering Unmasked Estep 
Score: -23331518.000000 Penalty: 6014.627930
	Iteration 91Q: 3 clusters Score -2.333152e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 176919 members 
Entering Unmasked Estep 
Score: -23331482.000000 Penalty: 6014.627930
	Iteration 92Q: 3 clusters Score -2.333148e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 176963 members 
Entering Unmasked Estep 
Score: -23331480.000000 Penalty: 6014.627930
	Iteration 93Q: 3 clusters Score -2.333148e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 177012 members 
Entering Unmasked Estep 
Score: -23331440.000000 Penalty: 6014.627930
	Iteration 94Q: 3 clusters Score -2.333144e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 177058 members 
Entering Unmasked Estep 
Score: -23331460.000000 Penalty: 6014.627930
	Iteration 95Q: 3 clusters Score -2.333146e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 177103 members 
Entering Unmasked Estep 
Score: -23331456.000000 Penalty: 6014.627930
	Iteration 96Q: 3 clusters Score -2.333146e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 177145 members 
Entering Unmasked Estep 
Score: -23331488.000000 Penalty: 6014.627930
	Iteration 97Q: 3 clusters Score -2.333149e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 177185 members 
Entering Unmasked Estep 
Score: -23331456.000000 Penalty: 6014.627930
	Iteration 98Q: 3 clusters Score -2.333146e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 177220 members 
Entering Unmasked Estep 
Score: -23331466.000000 Penalty: 6014.627930
	Iteration 99Q: 3 clusters Score -2.333147e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 177253 members 
Entering Unmasked Estep 
Score: -23331476.000000 Penalty: 6014.627930
	Iteration 100F: 3 clusters Score -2.333148e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 177278 members 
Entering Unmasked Estep 
Score: -23331460.000000 Penalty: 6014.627930
	Iteration 101Q: 3 clusters Score -2.333146e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 177307 members 
Entering Unmasked Estep 
Score: -23331460.000000 Penalty: 6014.627930
	Iteration 102Q: 3 clusters Score -2.333146e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 177337 members 
Entering Unmasked Estep 
Score: -23331450.000000 Penalty: 6014.627930
	Iteration 103Q: 3 clusters Score -2.333145e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 177361 members 
Entering Unmasked Estep 
Score: -23331446.000000 Penalty: 6014.627930
	Iteration 104Q: 3 clusters Score -2.333145e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 177398 members 
Entering Unmasked Estep 
Score: -23331458.000000 Penalty: 6014.627930
	Iteration 105Q: 3 clusters Score -2.333146e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 177432 members 
Entering Unmasked Estep 
Score: -23331436.000000 Penalty: 6014.627930
	Iteration 106Q: 3 clusters Score -2.333144e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 177462 members 
Entering Unmasked Estep 
Score: -23331428.000000 Penalty: 6014.627930
	Iteration 107Q: 3 clusters Score -2.333143e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 177496 members 
Entering Unmasked Estep 
Score: -23331414.000000 Penalty: 6014.627930
	Iteration 108Q: 3 clusters Score -2.333141e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 177538 members 
Entering Unmasked Estep 
Score: -23331408.000000 Penalty: 6014.627930
	Iteration 109Q: 3 clusters Score -2.333141e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 177576 members 
Entering Unmasked Estep 
Score: -23331438.000000 Penalty: 6014.627930
	Iteration 110Q: 3 clusters Score -2.333144e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 177604 members 
Entering Unmasked Estep 
Score: -23331416.000000 Penalty: 6014.627930
	Iteration 111Q: 3 clusters Score -2.333142e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 177637 members 
Entering Unmasked Estep 
Score: -23331410.000000 Penalty: 6014.627930
	Iteration 112Q: 3 clusters Score -2.333141e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 177675 members 
Entering Unmasked Estep 
Score: -23331438.000000 Penalty: 6014.627930
	Iteration 113Q: 3 clusters Score -2.333144e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 177698 members 
Entering Unmasked Estep 
Score: -23331418.000000 Penalty: 6014.627930
	Iteration 114Q: 3 clusters Score -2.333142e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 177727 members 
Entering Unmasked Estep 
Score: -23331400.000000 Penalty: 6014.627930
	Iteration 115Q: 3 clusters Score -2.33314e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 177757 members 
Entering Unmasked Estep 
Score: -23331376.000000 Penalty: 6014.627930
	Iteration 116Q: 3 clusters Score -2.333138e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 177778 members 
Entering Unmasked Estep 
Score: -23331372.000000 Penalty: 6014.627930
	Iteration 117Q: 3 clusters Score -2.333137e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 177791 members 
Entering Unmasked Estep 
Score: -23331364.000000 Penalty: 6014.627930
	Iteration 118Q: 3 clusters Score -2.333136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 177802 members 
Entering Unmasked Estep 
Score: -23331380.000000 Penalty: 6014.627930
	Iteration 119Q: 3 clusters Score -2.333138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 177811 members 
Entering Unmasked Estep 
Score: -23331374.000000 Penalty: 6014.627930
	Iteration 120F: 3 clusters Score -2.333137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 177823 members 
Entering Unmasked Estep 
Score: -23331358.000000 Penalty: 6014.627930
	Iteration 121Q: 3 clusters Score -2.333136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 177830 members 
Entering Unmasked Estep 
Score: -23331366.000000 Penalty: 6014.627930
	Iteration 122Q: 3 clusters Score -2.333137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 177838 members 
Entering Unmasked Estep 
Score: -23331374.000000 Penalty: 6014.627930
	Iteration 123Q: 3 clusters Score -2.333137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 177841 members 
Entering Unmasked Estep 
Score: -23331362.000000 Penalty: 6014.627930
	Iteration 124Q: 3 clusters Score -2.333136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 177848 members 
Entering Unmasked Estep 
Score: -23331366.000000 Penalty: 6014.627930
	Iteration 125Q: 3 clusters Score -2.333137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 177856 members 
Entering Unmasked Estep 
Score: -23331374.000000 Penalty: 6014.627930
	Iteration 126Q: 3 clusters Score -2.333137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 177860 members 
Entering Unmasked Estep 
Score: -23331376.000000 Penalty: 6014.627930
	Iteration 127Q: 3 clusters Score -2.333138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 177872 members 
Entering Unmasked Estep 
Score: -23331374.000000 Penalty: 6014.627930
	Iteration 128Q: 3 clusters Score -2.333137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 177885 members 
Entering Unmasked Estep 
Score: -23331374.000000 Penalty: 6014.627930
	Iteration 129Q: 3 clusters Score -2.333137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 177898 members 
Entering Unmasked Estep 
Score: -23331372.000000 Penalty: 6014.627930
	Iteration 130Q: 3 clusters Score -2.333137e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 177919 members 
Entering Unmasked Estep 
Score: -23331348.000000 Penalty: 6014.627930
	Iteration 131Q: 3 clusters Score -2.333135e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 177939 members 
Entering Unmasked Estep 
Score: -23331330.000000 Penalty: 6014.627930
	Iteration 132Q: 3 clusters Score -2.333133e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 177959 members 
Entering Unmasked Estep 
Score: -23331318.000000 Penalty: 6014.627930
	Iteration 133Q: 3 clusters Score -2.333132e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 177975 members 
Entering Unmasked Estep 
Score: -23331318.000000 Penalty: 6014.627930
	Iteration 134Q: 3 clusters Score -2.333132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 177990 members 
Entering Unmasked Estep 
Score: -23331340.000000 Penalty: 6014.627930
	Iteration 135Q: 3 clusters Score -2.333134e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 178009 members 
Entering Unmasked Estep 
Score: -23331348.000000 Penalty: 6014.627930
	Iteration 136Q: 3 clusters Score -2.333135e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 178030 members 
Entering Unmasked Estep 
Score: -23331348.000000 Penalty: 6014.627930
	Iteration 137Q: 3 clusters Score -2.333135e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 178050 members 
Entering Unmasked Estep 
Score: -23331354.000000 Penalty: 6014.627930
	Iteration 138Q: 3 clusters Score -2.333135e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 178065 members 
Entering Unmasked Estep 
Score: -23331378.000000 Penalty: 6014.627930
	Iteration 139Q: 3 clusters Score -2.333138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 178073 members 
Entering Unmasked Estep 
Score: -23331388.000000 Penalty: 6014.627930
	Iteration 140F: 3 clusters Score -2.333139e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 178080 members 
Entering Unmasked Estep 
Score: -23331372.000000 Penalty: 6014.627930
	Iteration 141Q: 3 clusters Score -2.333137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 178087 members 
Entering Unmasked Estep 
Score: -23331372.000000 Penalty: 6014.627930
	Iteration 142Q: 3 clusters Score -2.333137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 178093 members 
Entering Unmasked Estep 
Score: -23331374.000000 Penalty: 6014.627930
	Iteration 143Q: 3 clusters Score -2.333137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 178099 members 
Entering Unmasked Estep 
Score: -23331362.000000 Penalty: 6014.627930
	Iteration 144Q: 3 clusters Score -2.333136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 178107 members 
Entering Unmasked Estep 
Score: -23331366.000000 Penalty: 6014.627930
	Iteration 145Q: 3 clusters Score -2.333137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 178124 members 
Entering Unmasked Estep 
Score: -23331362.000000 Penalty: 6014.627930
	Iteration 146Q: 3 clusters Score -2.333136e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 178139 members 
Entering Unmasked Estep 
Score: -23331370.000000 Penalty: 6014.627930
	Iteration 147Q: 3 clusters Score -2.333137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 178146 members 
Entering Unmasked Estep 
Score: -23331364.000000 Penalty: 6014.627930
	Iteration 148Q: 3 clusters Score -2.333136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 178154 members 
Entering Unmasked Estep 
Score: -23331374.000000 Penalty: 6014.627930
	Iteration 149Q: 3 clusters Score -2.333137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 178164 members 
Entering Unmasked Estep 
Score: -23331344.000000 Penalty: 6014.627930
	Iteration 150Q: 3 clusters Score -2.333134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 178174 members 
Entering Unmasked Estep 
Score: -23331340.000000 Penalty: 6014.627930
	Iteration 151Q: 3 clusters Score -2.333134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 178185 members 
Entering Unmasked Estep 
Score: -23331354.000000 Penalty: 6014.627930
	Iteration 152Q: 3 clusters Score -2.333135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 178195 members 
Entering Unmasked Estep 
Score: -23331350.000000 Penalty: 6014.627930
	Iteration 153Q: 3 clusters Score -2.333135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 178202 members 
Entering Unmasked Estep 
Score: -23331372.000000 Penalty: 6014.627930
	Iteration 154Q: 3 clusters Score -2.333137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 178207 members 
Entering Unmasked Estep 
Score: -23331380.000000 Penalty: 6014.627930
	Iteration 155Q: 3 clusters Score -2.333138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 178212 members 
Entering Unmasked Estep 
Score: -23331378.000000 Penalty: 6014.627930
	Iteration 156Q: 3 clusters Score -2.333138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 178219 members 
Entering Unmasked Estep 
Score: -23331358.000000 Penalty: 6014.627930
	Iteration 157Q: 3 clusters Score -2.333136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 178225 members 
Entering Unmasked Estep 
Score: -23331356.000000 Penalty: 6014.627930
	Iteration 158Q: 3 clusters Score -2.333136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 178229 members 
Entering Unmasked Estep 
Score: -23331358.000000 Penalty: 6014.627930
	Iteration 159Q: 3 clusters Score -2.333136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 178232 members 
Entering Unmasked Estep 
Score: -23331362.000000 Penalty: 6014.627930
	Iteration 160F: 3 clusters Score -2.333136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 178234 members 
Entering Unmasked Estep 
Score: -23331348.000000 Penalty: 6014.627930
	Iteration 161Q: 3 clusters Score -2.333135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 178236 members 
Entering Unmasked Estep 
Score: -23331336.000000 Penalty: 6014.627930
	Iteration 162Q: 3 clusters Score -2.333134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 178242 members 
Entering Unmasked Estep 
Score: -23331338.000000 Penalty: 6014.627930
	Iteration 163Q: 3 clusters Score -2.333134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 178248 members 
Entering Unmasked Estep 
Score: -23331316.000000 Penalty: 6014.627930
	Iteration 164Q: 3 clusters Score -2.333132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 178252 members 
Entering Unmasked Estep 
Score: -23331314.000000 Penalty: 6014.627930
	Iteration 165Q: 3 clusters Score -2.333131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 178258 members 
Entering Unmasked Estep 
Score: -23331308.000000 Penalty: 6014.627930
	Iteration 166Q: 3 clusters Score -2.333131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 178262 members 
Entering Unmasked Estep 
Score: -23331308.000000 Penalty: 6014.627930
	Iteration 167Q: 3 clusters Score -2.333131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 178269 members 
Entering Unmasked Estep 
Score: -23331304.000000 Penalty: 6014.627930
	Iteration 168Q: 3 clusters Score -2.33313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 178275 members 
Entering Unmasked Estep 
Score: -23331324.000000 Penalty: 6014.627930
	Iteration 169Q: 3 clusters Score -2.333132e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 178290 members 
Entering Unmasked Estep 
Score: -23331324.000000 Penalty: 6014.627930
	Iteration 170Q: 3 clusters Score -2.333132e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 178309 members 
Entering Unmasked Estep 
Score: -23331324.000000 Penalty: 6014.627930
	Iteration 171Q: 3 clusters Score -2.333132e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 178322 members 
Entering Unmasked Estep 
Score: -23331330.000000 Penalty: 6014.627930
	Iteration 172Q: 3 clusters Score -2.333133e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 178338 members 
Entering Unmasked Estep 
Score: -23331334.000000 Penalty: 6014.627930
	Iteration 173Q: 3 clusters Score -2.333133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 178350 members 
Entering Unmasked Estep 
Score: -23331342.000000 Penalty: 6014.627930
	Iteration 174Q: 3 clusters Score -2.333134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 178358 members 
Entering Unmasked Estep 
Score: -23331334.000000 Penalty: 6014.627930
	Iteration 175Q: 3 clusters Score -2.333133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 178362 members 
Entering Unmasked Estep 
Score: -23331332.000000 Penalty: 6014.627930
	Iteration 176Q: 3 clusters Score -2.333133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 178367 members 
Entering Unmasked Estep 
Score: -23331314.000000 Penalty: 6014.627930
	Iteration 177Q: 3 clusters Score -2.333131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 178370 members 
Entering Unmasked Estep 
Score: -23331314.000000 Penalty: 6014.627930
	Iteration 178Q: 3 clusters Score -2.333131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 178372 members 
Entering Unmasked Estep 
Score: -23331320.000000 Penalty: 6014.627930
	Iteration 179Q: 3 clusters Score -2.333132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 178374 members 
Entering Unmasked Estep 
Score: -23331318.000000 Penalty: 6014.627930
	Iteration 180F: 3 clusters Score -2.333132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 178377 members 
Entering Unmasked Estep 
Score: -23331314.000000 Penalty: 6014.627930
	Iteration 181Q: 3 clusters Score -2.333131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 178382 members 
Entering Unmasked Estep 
Score: -23331312.000000 Penalty: 6014.627930
	Iteration 182Q: 3 clusters Score -2.333131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 178385 members 
Entering Unmasked Estep 
Score: -23331308.000000 Penalty: 6014.627930
	Iteration 183Q: 3 clusters Score -2.333131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 178388 members 
Entering Unmasked Estep 
Score: -23331308.000000 Penalty: 6014.627930
	Iteration 184Q: 3 clusters Score -2.333131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 178388 members 
Entering Unmasked Estep 
Score: -23331308.000000 Penalty: 6014.627930
	Iteration 185F: 3 clusters Score -2.333131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Entering Unmasked Estep 
Score: -302855.250000 Penalty: 1943.615601
	Iteration 0F: 2 clusters Score -302855.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -299872.125000 Penalty: 3887.231201
	Iteration 0F: 3 clusters Score -299872.1 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -300446.000000 Penalty: 3887.231201
	Iteration 1F: 3 clusters Score -300446 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -300635.781250 Penalty: 3887.231201
	Iteration 2F: 3 clusters Score -300635.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -300759.218750 Penalty: 3887.231201
	Iteration 3F: 3 clusters Score -300759.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -300843.000000 Penalty: 3887.231201
	Iteration 4Q: 3 clusters Score -300843 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -300927.531250 Penalty: 3887.231201
	Iteration 5Q: 3 clusters Score -300927.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -301004.250000 Penalty: 3887.231201
	Iteration 6Q: 3 clusters Score -301004.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -301074.406250 Penalty: 3887.231201
	Iteration 7Q: 3 clusters Score -301074.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -301154.718750 Penalty: 3887.231201
	Iteration 8Q: 3 clusters Score -301154.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -301250.625000 Penalty: 3887.231201
	Iteration 9Q: 3 clusters Score -301250.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -301341.781250 Penalty: 3887.231201
	Iteration 10Q: 3 clusters Score -301341.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -301444.437500 Penalty: 3887.231201
	Iteration 11Q: 3 clusters Score -301444.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -301517.156250 Penalty: 3887.231201
	Iteration 12Q: 3 clusters Score -301517.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -301589.031250 Penalty: 3887.231201
	Iteration 13Q: 3 clusters Score -301589 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -301671.906250 Penalty: 3887.231201
	Iteration 14Q: 3 clusters Score -301671.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -301775.437500 Penalty: 3887.231201
	Iteration 15Q: 3 clusters Score -301775.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -301875.906250 Penalty: 3887.231201
	Iteration 16Q: 3 clusters Score -301875.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -301972.750000 Penalty: 3887.231201
	Iteration 17Q: 3 clusters Score -301972.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -302070.406250 Penalty: 3887.231201
	Iteration 18Q: 3 clusters Score -302070.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -302133.000000 Penalty: 3887.231201
	Iteration 19Q: 3 clusters Score -302133 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -302192.718750 Penalty: 3887.231201
	Iteration 20F: 3 clusters Score -302192.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -302236.000000 Penalty: 3887.231201
	Iteration 21Q: 3 clusters Score -302236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -302270.625000 Penalty: 3887.231201
	Iteration 22Q: 3 clusters Score -302270.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -302301.656250 Penalty: 3887.231201
	Iteration 23Q: 3 clusters Score -302301.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -302325.312500 Penalty: 3887.231201
	Iteration 24Q: 3 clusters Score -302325.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -302343.500000 Penalty: 3887.231201
	Iteration 25Q: 3 clusters Score -302343.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -302364.625000 Penalty: 3887.231201
	Iteration 26Q: 3 clusters Score -302364.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -302385.031250 Penalty: 3887.231201
	Iteration 27Q: 3 clusters Score -302385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -302404.031250 Penalty: 3887.231201
	Iteration 28Q: 3 clusters Score -302404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -302447.281250 Penalty: 3887.231201
	Iteration 29Q: 3 clusters Score -302447.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -302602.062500 Penalty: 3887.231201
	Iteration 30Q: 3 clusters Score -302602.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -302974.937500 Penalty: 3887.231201
	Iteration 31Q: 3 clusters Score -302974.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -303416.281250 Penalty: 3887.231201
	Iteration 32Q: 3 clusters Score -303416.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -303472.531250 Penalty: 3887.231201
	Iteration 33Q: 3 clusters Score -303472.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -303492.156250 Penalty: 3887.231201
	Iteration 34Q: 3 clusters Score -303492.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -303508.656250 Penalty: 3887.231201
	Iteration 35Q: 3 clusters Score -303508.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -303524.156250 Penalty: 3887.231201
	Iteration 36Q: 3 clusters Score -303524.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -303536.968750 Penalty: 3887.231201
	Iteration 37Q: 3 clusters Score -303537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -303542.156250 Penalty: 3887.231201
	Iteration 38Q: 3 clusters Score -303542.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -303548.000000 Penalty: 3887.231201
	Iteration 39Q: 3 clusters Score -303548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -303565.031250 Penalty: 3887.231201
	Iteration 40F: 3 clusters Score -303565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -303577.843750 Penalty: 3887.231201
	Iteration 41Q: 3 clusters Score -303577.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -303587.250000 Penalty: 3887.231201
	Iteration 42Q: 3 clusters Score -303587.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -303594.750000 Penalty: 3887.231201
	Iteration 43Q: 3 clusters Score -303594.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -303602.500000 Penalty: 3887.231201
	Iteration 44Q: 3 clusters Score -303602.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -303605.937500 Penalty: 3887.231201
	Iteration 45Q: 3 clusters Score -303605.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -303612.187500 Penalty: 3887.231201
	Iteration 46Q: 3 clusters Score -303612.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -303613.500000 Penalty: 3887.231201
	Iteration 47Q: 3 clusters Score -303613.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -303613.500000 Penalty: 3887.231201
	Iteration 48F: 3 clusters Score -303613.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 876 members 
Mstep: Class 3 contains 68401 members 
Mstep: Class 4 contains 11454 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 474 members 
Mstep: Class 7 contains 532 members 
Mstep: Class 8 contains 176585 members 
Mstep: Class 9 contains 89712 members 
Mstep: Class 10 contains 98978 members 
Mstep: Class 11 contains 717 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 184659 members 
Mstep: Class 14 contains 1310 members 
Mstep: Class 15 contains 47715 members 
Mstep: Class 17 contains 8656 members 
Mstep: Class 19 contains 154338 members 
Mstep: Class 20 contains 79606 members 
Mstep: Class 21 contains 2972 members 
Entering Unmasked Estep 
Score: -119219768.000000 Penalty: 64930.714844
Splitting cluster 14 changes total score from -119214176.000000 to -119219768.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 15 (47715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Entering Unmasked Estep 
Score: -6063802.500000 Penalty: 2671.704102
	Iteration 0F: 2 clusters Score -6063802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -6031737.000000 Penalty: 5343.408203
	Iteration 0F: 3 clusters Score -6031737 nChanged 21887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -6044049.500000 Penalty: 5343.408203
	Iteration 1F: 3 clusters Score -6044050 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -6045019.000000 Penalty: 5343.408203
	Iteration 2Q: 3 clusters Score -6045019 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -6046406.500000 Penalty: 5343.408203
	Iteration 3F: 3 clusters Score -6046406 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -6048339.000000 Penalty: 5343.408203
	Iteration 4F: 3 clusters Score -6048339 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -6050948.500000 Penalty: 5343.408203
	Iteration 5F: 3 clusters Score -6050948 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -6053853.500000 Penalty: 5343.408203
	Iteration 6F: 3 clusters Score -6053854 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -6056502.500000 Penalty: 5343.408203
	Iteration 7F: 3 clusters Score -6056502 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -6058509.000000 Penalty: 5343.408203
	Iteration 8Q: 3 clusters Score -6058509 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -6060011.000000 Penalty: 5343.408203
	Iteration 9Q: 3 clusters Score -6060011 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -6060893.000000 Penalty: 5343.408203
	Iteration 10Q: 3 clusters Score -6060893 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -6061314.000000 Penalty: 5343.408203
	Iteration 11Q: 3 clusters Score -6061314 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -6061537.000000 Penalty: 5343.408203
	Iteration 12Q: 3 clusters Score -6061537 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -6061726.000000 Penalty: 5343.408203
	Iteration 13Q: 3 clusters Score -6061726 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -6061833.500000 Penalty: 5343.408203
	Iteration 14Q: 3 clusters Score -6061834 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -6061904.000000 Penalty: 5343.408203
	Iteration 15Q: 3 clusters Score -6061904 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -6061965.000000 Penalty: 5343.408203
	Iteration 16Q: 3 clusters Score -6061965 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -6062004.500000 Penalty: 5343.408203
	Iteration 17Q: 3 clusters Score -6062004 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -6062055.500000 Penalty: 5343.408203
	Iteration 18Q: 3 clusters Score -6062056 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -6062093.500000 Penalty: 5343.408203
	Iteration 19Q: 3 clusters Score -6062094 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -6062110.000000 Penalty: 5343.408203
	Iteration 20F: 3 clusters Score -6062110 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -6062139.000000 Penalty: 5343.408203
	Iteration 21Q: 3 clusters Score -6062139 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -6062168.500000 Penalty: 5343.408203
	Iteration 22Q: 3 clusters Score -6062168 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -6062184.000000 Penalty: 5343.408203
	Iteration 23Q: 3 clusters Score -6062184 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -6062207.000000 Penalty: 5343.408203
	Iteration 24Q: 3 clusters Score -6062207 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -6062214.500000 Penalty: 5343.408203
	Iteration 25Q: 3 clusters Score -6062214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -6062220.500000 Penalty: 5343.408203
	Iteration 26Q: 3 clusters Score -6062220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -6062243.000000 Penalty: 5343.408203
	Iteration 27Q: 3 clusters Score -6062243 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -6062252.500000 Penalty: 5343.408203
	Iteration 28Q: 3 clusters Score -6062252 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -6062259.000000 Penalty: 5343.408203
	Iteration 29Q: 3 clusters Score -6062259 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -6062284.500000 Penalty: 5343.408203
	Iteration 30Q: 3 clusters Score -6062284 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -6062294.500000 Penalty: 5343.408203
	Iteration 31Q: 3 clusters Score -6062294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -6062294.000000 Penalty: 5343.408203
	Iteration 32Q: 3 clusters Score -6062294 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -6062316.000000 Penalty: 5343.408203
	Iteration 33Q: 3 clusters Score -6062316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -6062321.500000 Penalty: 5343.408203
	Iteration 34Q: 3 clusters Score -6062322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -6062334.500000 Penalty: 5343.408203
	Iteration 35Q: 3 clusters Score -6062334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -6062328.000000 Penalty: 5343.408203
	Iteration 36Q: 3 clusters Score -6062328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -6062341.500000 Penalty: 5343.408203
	Iteration 37Q: 3 clusters Score -6062342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -6062339.500000 Penalty: 5343.408203
	Iteration 38Q: 3 clusters Score -6062340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -6062348.000000 Penalty: 5343.408203
	Iteration 39Q: 3 clusters Score -6062348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -6062337.500000 Penalty: 5343.408203
	Iteration 40F: 3 clusters Score -6062338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -6062351.000000 Penalty: 5343.408203
	Iteration 41Q: 3 clusters Score -6062351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -6062352.000000 Penalty: 5343.408203
	Iteration 42Q: 3 clusters Score -6062352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -6062352.000000 Penalty: 5343.408203
	Iteration 43Q: 3 clusters Score -6062352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -6062353.000000 Penalty: 5343.408203
	Iteration 44Q: 3 clusters Score -6062353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -6062360.500000 Penalty: 5343.408203
	Iteration 45Q: 3 clusters Score -6062360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -6062354.500000 Penalty: 5343.408203
	Iteration 46Q: 3 clusters Score -6062354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -6062356.000000 Penalty: 5343.408203
	Iteration 47Q: 3 clusters Score -6062356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -6062366.000000 Penalty: 5343.408203
	Iteration 48Q: 3 clusters Score -6062366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -6062376.500000 Penalty: 5343.408203
	Iteration 49Q: 3 clusters Score -6062376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -6062367.500000 Penalty: 5343.408203
	Iteration 50Q: 3 clusters Score -6062368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -6062379.500000 Penalty: 5343.408203
	Iteration 51Q: 3 clusters Score -6062380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -6062380.000000 Penalty: 5343.408203
	Iteration 52Q: 3 clusters Score -6062380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -6062382.500000 Penalty: 5343.408203
	Iteration 53Q: 3 clusters Score -6062382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -6062383.500000 Penalty: 5343.408203
	Iteration 54Q: 3 clusters Score -6062384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -6062378.000000 Penalty: 5343.408203
	Iteration 55Q: 3 clusters Score -6062378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -6062381.000000 Penalty: 5343.408203
	Iteration 56Q: 3 clusters Score -6062381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -6062388.000000 Penalty: 5343.408203
	Iteration 57Q: 3 clusters Score -6062388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -6062389.000000 Penalty: 5343.408203
	Iteration 58Q: 3 clusters Score -6062389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -6062389.000000 Penalty: 5343.408203
	Iteration 59F: 3 clusters Score -6062389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Entering Unmasked Estep 
Score: -1042270.562500 Penalty: 2248.369873
	Iteration 0F: 2 clusters Score -1042271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1035530.750000 Penalty: 4496.739746
	Iteration 0F: 3 clusters Score -1035531 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1037945.375000 Penalty: 4496.739746
	Iteration 1F: 3 clusters Score -1037945 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1038689.687500 Penalty: 4496.739746
	Iteration 2F: 3 clusters Score -1038690 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1039259.437500 Penalty: 4496.739746
	Iteration 3F: 3 clusters Score -1039259 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1039752.687500 Penalty: 4496.739746
	Iteration 4F: 3 clusters Score -1039753 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1040092.062500 Penalty: 4496.739746
	Iteration 5F: 3 clusters Score -1040092 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1040335.312500 Penalty: 4496.739746
	Iteration 6Q: 3 clusters Score -1040335 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1040517.312500 Penalty: 4496.739746
	Iteration 7Q: 3 clusters Score -1040517 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1040649.000000 Penalty: 4496.739746
	Iteration 8Q: 3 clusters Score -1040649 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1040727.937500 Penalty: 4496.739746
	Iteration 9Q: 3 clusters Score -1040728 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1040784.875000 Penalty: 4496.739746
	Iteration 10Q: 3 clusters Score -1040785 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1040818.937500 Penalty: 4496.739746
	Iteration 11Q: 3 clusters Score -1040819 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1040851.000000 Penalty: 4496.739746
	Iteration 12Q: 3 clusters Score -1040851 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1040871.875000 Penalty: 4496.739746
	Iteration 13Q: 3 clusters Score -1040872 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1040898.125000 Penalty: 4496.739746
	Iteration 14Q: 3 clusters Score -1040898 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1040913.062500 Penalty: 4496.739746
	Iteration 15Q: 3 clusters Score -1040913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1040927.562500 Penalty: 4496.739746
	Iteration 16Q: 3 clusters Score -1040928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1040947.000000 Penalty: 4496.739746
	Iteration 17Q: 3 clusters Score -1040947 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1040959.062500 Penalty: 4496.739746
	Iteration 18Q: 3 clusters Score -1040959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1040974.500000 Penalty: 4496.739746
	Iteration 19Q: 3 clusters Score -1040974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1040982.875000 Penalty: 4496.739746
	Iteration 20F: 3 clusters Score -1040983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1040993.937500 Penalty: 4496.739746
	Iteration 21Q: 3 clusters Score -1040994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1041003.437500 Penalty: 4496.739746
	Iteration 22Q: 3 clusters Score -1041003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1041011.062500 Penalty: 4496.739746
	Iteration 23Q: 3 clusters Score -1041011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1041018.625000 Penalty: 4496.739746
	Iteration 24Q: 3 clusters Score -1041019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1041025.062500 Penalty: 4496.739746
	Iteration 25Q: 3 clusters Score -1041025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1041032.562500 Penalty: 4496.739746
	Iteration 26Q: 3 clusters Score -1041033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1041039.500000 Penalty: 4496.739746
	Iteration 27Q: 3 clusters Score -1041040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1041052.187500 Penalty: 4496.739746
	Iteration 28Q: 3 clusters Score -1041052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1041061.937500 Penalty: 4496.739746
	Iteration 29Q: 3 clusters Score -1041062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1041070.875000 Penalty: 4496.739746
	Iteration 30Q: 3 clusters Score -1041071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1041081.062500 Penalty: 4496.739746
	Iteration 31Q: 3 clusters Score -1041081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1041089.062500 Penalty: 4496.739746
	Iteration 32Q: 3 clusters Score -1041089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1041100.937500 Penalty: 4496.739746
	Iteration 33Q: 3 clusters Score -1041101 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1041116.187500 Penalty: 4496.739746
	Iteration 34Q: 3 clusters Score -1041116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1041133.062500 Penalty: 4496.739746
	Iteration 35Q: 3 clusters Score -1041133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1041134.812500 Penalty: 4496.739746
	Iteration 36Q: 3 clusters Score -1041135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1041140.812500 Penalty: 4496.739746
	Iteration 37Q: 3 clusters Score -1041141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1041144.000000 Penalty: 4496.739746
	Iteration 38Q: 3 clusters Score -1041144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1041146.562500 Penalty: 4496.739746
	Iteration 39Q: 3 clusters Score -1041147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1041147.125000 Penalty: 4496.739746
	Iteration 40F: 3 clusters Score -1041147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1041149.125000 Penalty: 4496.739746
	Iteration 41Q: 3 clusters Score -1041149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1041149.000000 Penalty: 4496.739746
	Iteration 42Q: 3 clusters Score -1041149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1041151.812500 Penalty: 4496.739746
	Iteration 43Q: 3 clusters Score -1041152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1041153.187500 Penalty: 4496.739746
	Iteration 44Q: 3 clusters Score -1041153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1041153.187500 Penalty: 4496.739746
	Iteration 45F: 3 clusters Score -1041153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (154338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154338 members 
Entering Unmasked Estep 
Score: -19417626.000000 Penalty: 2962.831299
	Iteration 0F: 2 clusters Score -1.941763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77434 members 
Mstep: Class 2 contains 76904 members 
Entering Unmasked Estep 
Score: -19314306.000000 Penalty: 5925.662598
	Iteration 0F: 3 clusters Score -1.931431e+07 nChanged 73762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80286 members 
Mstep: Class 2 contains 74052 members 
Entering Unmasked Estep 
Score: -19357072.000000 Penalty: 5925.662598
	Iteration 1F: 3 clusters Score -1.935707e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 71700 members 
Entering Unmasked Estep 
Score: -19358338.000000 Penalty: 5925.662598
	Iteration 2Q: 3 clusters Score -1.935834e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86225 members 
Mstep: Class 2 contains 68113 members 
Entering Unmasked Estep 
Score: -19360124.000000 Penalty: 5925.662598
	Iteration 3Q: 3 clusters Score -1.936012e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91572 members 
Mstep: Class 2 contains 62766 members 
Entering Unmasked Estep 
Score: -19363396.000000 Penalty: 5925.662598
	Iteration 4Q: 3 clusters Score -1.93634e+07 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99242 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -19369144.000000 Penalty: 5925.662598
	Iteration 5F: 3 clusters Score -1.936914e+07 nChanged 11988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109456 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -19378336.000000 Penalty: 5925.662598
	Iteration 6F: 3 clusters Score -1.937834e+07 nChanged 12896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120608 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -19390080.000000 Penalty: 5925.662598
	Iteration 7F: 3 clusters Score -1.939008e+07 nChanged 10829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129881 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -19400620.000000 Penalty: 5925.662598
	Iteration 8F: 3 clusters Score -1.940062e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135246 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -19407916.000000 Penalty: 5925.662598
	Iteration 9Q: 3 clusters Score -1.940792e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137628 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -19411056.000000 Penalty: 5925.662598
	Iteration 10Q: 3 clusters Score -1.941106e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139096 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -19412544.000000 Penalty: 5925.662598
	Iteration 11Q: 3 clusters Score -1.941254e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140295 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -19413172.000000 Penalty: 5925.662598
	Iteration 12Q: 3 clusters Score -1.941317e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141241 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -19413518.000000 Penalty: 5925.662598
	Iteration 13Q: 3 clusters Score -1.941352e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142099 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -19413916.000000 Penalty: 5925.662598
	Iteration 14Q: 3 clusters Score -1.941392e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142904 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -19414216.000000 Penalty: 5925.662598
	Iteration 15Q: 3 clusters Score -1.941422e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143588 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -19414490.000000 Penalty: 5925.662598
	Iteration 16Q: 3 clusters Score -1.941449e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144165 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -19414680.000000 Penalty: 5925.662598
	Iteration 17Q: 3 clusters Score -1.941468e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144702 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -19414772.000000 Penalty: 5925.662598
	Iteration 18Q: 3 clusters Score -1.941477e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145179 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -19414948.000000 Penalty: 5925.662598
	Iteration 19Q: 3 clusters Score -1.941495e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145601 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -19415100.000000 Penalty: 5925.662598
	Iteration 20F: 3 clusters Score -1.94151e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145967 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -19415200.000000 Penalty: 5925.662598
	Iteration 21Q: 3 clusters Score -1.94152e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146326 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -19415288.000000 Penalty: 5925.662598
	Iteration 22Q: 3 clusters Score -1.941529e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146679 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -19415372.000000 Penalty: 5925.662598
	Iteration 23Q: 3 clusters Score -1.941537e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146991 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -19415468.000000 Penalty: 5925.662598
	Iteration 24Q: 3 clusters Score -1.941547e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147274 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -19415508.000000 Penalty: 5925.662598
	Iteration 25Q: 3 clusters Score -1.941551e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147535 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -19415554.000000 Penalty: 5925.662598
	Iteration 26Q: 3 clusters Score -1.941555e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147772 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -19415630.000000 Penalty: 5925.662598
	Iteration 27Q: 3 clusters Score -1.941563e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148014 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -19415696.000000 Penalty: 5925.662598
	Iteration 28Q: 3 clusters Score -1.94157e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148232 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -19415722.000000 Penalty: 5925.662598
	Iteration 29Q: 3 clusters Score -1.941572e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148417 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -19415780.000000 Penalty: 5925.662598
	Iteration 30Q: 3 clusters Score -1.941578e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148594 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -19415762.000000 Penalty: 5925.662598
	Iteration 31Q: 3 clusters Score -1.941576e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148749 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -19415732.000000 Penalty: 5925.662598
	Iteration 32Q: 3 clusters Score -1.941573e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148916 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -19415796.000000 Penalty: 5925.662598
	Iteration 33Q: 3 clusters Score -1.94158e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149079 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -19415842.000000 Penalty: 5925.662598
	Iteration 34Q: 3 clusters Score -1.941584e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149236 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -19415906.000000 Penalty: 5925.662598
	Iteration 35Q: 3 clusters Score -1.941591e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149376 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -19415980.000000 Penalty: 5925.662598
	Iteration 36Q: 3 clusters Score -1.941598e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149502 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -19416014.000000 Penalty: 5925.662598
	Iteration 37Q: 3 clusters Score -1.941601e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149600 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -19415996.000000 Penalty: 5925.662598
	Iteration 38Q: 3 clusters Score -1.9416e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149689 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -19416026.000000 Penalty: 5925.662598
	Iteration 39Q: 3 clusters Score -1.941603e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149762 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -19416036.000000 Penalty: 5925.662598
	Iteration 40F: 3 clusters Score -1.941604e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149827 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -19416064.000000 Penalty: 5925.662598
	Iteration 41Q: 3 clusters Score -1.941606e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149890 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -19416084.000000 Penalty: 5925.662598
	Iteration 42Q: 3 clusters Score -1.941608e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149951 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -19416084.000000 Penalty: 5925.662598
	Iteration 43Q: 3 clusters Score -1.941608e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150009 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -19416086.000000 Penalty: 5925.662598
	Iteration 44Q: 3 clusters Score -1.941609e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150054 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -19416098.000000 Penalty: 5925.662598
	Iteration 45Q: 3 clusters Score -1.94161e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150088 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -19416100.000000 Penalty: 5925.662598
	Iteration 46Q: 3 clusters Score -1.94161e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150114 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -19416094.000000 Penalty: 5925.662598
	Iteration 47Q: 3 clusters Score -1.941609e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150132 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -19416114.000000 Penalty: 5925.662598
	Iteration 48Q: 3 clusters Score -1.941611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150155 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -19416120.000000 Penalty: 5925.662598
	Iteration 49Q: 3 clusters Score -1.941612e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150175 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -19416126.000000 Penalty: 5925.662598
	Iteration 50Q: 3 clusters Score -1.941613e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150197 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -19416124.000000 Penalty: 5925.662598
	Iteration 51Q: 3 clusters Score -1.941612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150212 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -19416132.000000 Penalty: 5925.662598
	Iteration 52Q: 3 clusters Score -1.941613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150230 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -19416150.000000 Penalty: 5925.662598
	Iteration 53Q: 3 clusters Score -1.941615e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150250 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -19416126.000000 Penalty: 5925.662598
	Iteration 54Q: 3 clusters Score -1.941613e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150265 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -19416124.000000 Penalty: 5925.662598
	Iteration 55Q: 3 clusters Score -1.941612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150278 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -19416120.000000 Penalty: 5925.662598
	Iteration 56Q: 3 clusters Score -1.941612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150288 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -19416140.000000 Penalty: 5925.662598
	Iteration 57Q: 3 clusters Score -1.941614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150307 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -19416146.000000 Penalty: 5925.662598
	Iteration 58Q: 3 clusters Score -1.941615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150316 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -19416134.000000 Penalty: 5925.662598
	Iteration 59Q: 3 clusters Score -1.941613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150326 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -19416122.000000 Penalty: 5925.662598
	Iteration 60F: 3 clusters Score -1.941612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150339 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -19416126.000000 Penalty: 5925.662598
	Iteration 61Q: 3 clusters Score -1.941613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150355 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -19416126.000000 Penalty: 5925.662598
	Iteration 62Q: 3 clusters Score -1.941613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150365 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -19416116.000000 Penalty: 5925.662598
	Iteration 63Q: 3 clusters Score -1.941612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150374 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -19416106.000000 Penalty: 5925.662598
	Iteration 64Q: 3 clusters Score -1.941611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150383 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -19416114.000000 Penalty: 5925.662598
	Iteration 65Q: 3 clusters Score -1.941611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150391 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -19416104.000000 Penalty: 5925.662598
	Iteration 66Q: 3 clusters Score -1.94161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150400 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -19416114.000000 Penalty: 5925.662598
	Iteration 67Q: 3 clusters Score -1.941611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150405 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -19416114.000000 Penalty: 5925.662598
	Iteration 68Q: 3 clusters Score -1.941611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150409 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -19416130.000000 Penalty: 5925.662598
	Iteration 69Q: 3 clusters Score -1.941613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150414 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -19416114.000000 Penalty: 5925.662598
	Iteration 70Q: 3 clusters Score -1.941611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150417 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -19416118.000000 Penalty: 5925.662598
	Iteration 71Q: 3 clusters Score -1.941612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150420 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -19416130.000000 Penalty: 5925.662598
	Iteration 72Q: 3 clusters Score -1.941613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150425 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -19416126.000000 Penalty: 5925.662598
	Iteration 73Q: 3 clusters Score -1.941613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150429 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -19416108.000000 Penalty: 5925.662598
	Iteration 74Q: 3 clusters Score -1.941611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150433 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -19416110.000000 Penalty: 5925.662598
	Iteration 75Q: 3 clusters Score -1.941611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150439 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -19416116.000000 Penalty: 5925.662598
	Iteration 76Q: 3 clusters Score -1.941612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150442 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -19416114.000000 Penalty: 5925.662598
	Iteration 77Q: 3 clusters Score -1.941611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150445 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -19416120.000000 Penalty: 5925.662598
	Iteration 78Q: 3 clusters Score -1.941612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150448 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -19416112.000000 Penalty: 5925.662598
	Iteration 79Q: 3 clusters Score -1.941611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150448 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -19416112.000000 Penalty: 5925.662598
	Iteration 80F: 3 clusters Score -1.941611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (79606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79606 members 
Entering Unmasked Estep 
Score: -9784257.000000 Penalty: 2798.641357
	Iteration 0F: 2 clusters Score -9784257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -9731165.000000 Penalty: 5597.282715
	Iteration 0F: 3 clusters Score -9731165 nChanged 37375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -9752461.000000 Penalty: 5597.282715
	Iteration 1F: 3 clusters Score -9752461 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -9753110.000000 Penalty: 5597.282715
	Iteration 2Q: 3 clusters Score -9753110 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -9753713.000000 Penalty: 5597.282715
	Iteration 3Q: 3 clusters Score -9753713 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -9754659.000000 Penalty: 5597.282715
	Iteration 4Q: 3 clusters Score -9754659 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -9756044.000000 Penalty: 5597.282715
	Iteration 5Q: 3 clusters Score -9756044 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -9758399.000000 Penalty: 5597.282715
	Iteration 6F: 3 clusters Score -9758399 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57884 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -9761989.000000 Penalty: 5597.282715
	Iteration 7F: 3 clusters Score -9761989 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64025 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -9766828.000000 Penalty: 5597.282715
	Iteration 8F: 3 clusters Score -9766828 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70101 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -9772331.000000 Penalty: 5597.282715
	Iteration 9F: 3 clusters Score -9772331 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74798 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -9777064.000000 Penalty: 5597.282715
	Iteration 10F: 3 clusters Score -9777064 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77721 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -9780173.000000 Penalty: 5597.282715
	Iteration 11Q: 3 clusters Score -9780173 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9781466.000000 Penalty: 5597.282715
	Iteration 12Q: 3 clusters Score -9781466 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79235 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9781854.000000 Penalty: 5597.282715
	Iteration 13Q: 3 clusters Score -9781854 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79334 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9782030.000000 Penalty: 5597.282715
	Iteration 14Q: 3 clusters Score -9782030 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79375 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9782091.000000 Penalty: 5597.282715
	Iteration 15Q: 3 clusters Score -9782091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79394 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9782126.000000 Penalty: 5597.282715
	Iteration 16Q: 3 clusters Score -9782126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79407 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9782139.000000 Penalty: 5597.282715
	Iteration 17Q: 3 clusters Score -9782139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79413 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9782162.000000 Penalty: 5597.282715
	Iteration 18Q: 3 clusters Score -9782162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79420 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9782182.000000 Penalty: 5597.282715
	Iteration 19Q: 3 clusters Score -9782182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79422 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9782202.000000 Penalty: 5597.282715
	Iteration 20F: 3 clusters Score -9782202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79422 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9782207.000000 Penalty: 5597.282715
	Iteration 21Q: 3 clusters Score -9782207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79421 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9782202.000000 Penalty: 5597.282715
	Iteration 22Q: 3 clusters Score -9782202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79421 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9782201.000000 Penalty: 5597.282715
	Iteration 23Q: 3 clusters Score -9782201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79422 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9782208.000000 Penalty: 5597.282715
	Iteration 24Q: 3 clusters Score -9782208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79423 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9782204.000000 Penalty: 5597.282715
	Iteration 25Q: 3 clusters Score -9782204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79423 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9782204.000000 Penalty: 5597.282715
	Iteration 26F: 3 clusters Score -9782204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Entering Unmasked Estep 
Score: -347431.218750 Penalty: 1983.253540
	Iteration 0F: 2 clusters Score -347431.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -344349.218750 Penalty: 3966.507080
	Iteration 0F: 3 clusters Score -344349.2 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -345857.656250 Penalty: 3966.507080
	Iteration 1F: 3 clusters Score -345857.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -347749.562500 Penalty: 3966.507080
	Iteration 2F: 3 clusters Score -347749.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -350277.312500 Penalty: 3966.507080
	Iteration 3F: 3 clusters Score -350277.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -351523.218750 Penalty: 3966.507080
	Iteration 4F: 3 clusters Score -351523.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -351925.062500 Penalty: 3966.507080
	Iteration 5Q: 3 clusters Score -351925.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -352107.718750 Penalty: 3966.507080
	Iteration 6Q: 3 clusters Score -352107.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -352160.031250 Penalty: 3966.507080
	Iteration 7Q: 3 clusters Score -352160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -352185.656250 Penalty: 3966.507080
	Iteration 8Q: 3 clusters Score -352185.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -352197.375000 Penalty: 3966.507080
	Iteration 9Q: 3 clusters Score -352197.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -352202.593750 Penalty: 3966.507080
	Iteration 10Q: 3 clusters Score -352202.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -352206.218750 Penalty: 3966.507080
	Iteration 11F: 3 clusters Score -352206.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -352209.281250 Penalty: 3966.507080
	Iteration 12Q: 3 clusters Score -352209.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -352211.437500 Penalty: 3966.507080
	Iteration 13Q: 3 clusters Score -352211.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -352212.281250 Penalty: 3966.507080
	Iteration 14Q: 3 clusters Score -352212.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -352212.281250 Penalty: 3966.507080
	Iteration 15F: 3 clusters Score -352212.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 876 members 
Mstep: Class 3 contains 68401 members 
Mstep: Class 4 contains 11454 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 474 members 
Mstep: Class 7 contains 532 members 
Mstep: Class 8 contains 176585 members 
Mstep: Class 9 contains 89712 members 
Mstep: Class 10 contains 98978 members 
Mstep: Class 11 contains 717 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 184659 members 
Mstep: Class 14 contains 1310 members 
Mstep: Class 15 contains 47715 members 
Mstep: Class 16 contains 2530 members 
Mstep: Class 17 contains 8656 members 
Mstep: Class 19 contains 154338 members 
Mstep: Class 20 contains 79606 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
Score: -119223352.000000 Penalty: 68348.125000
Splitting cluster 21 changes total score from -119214176.000000 to -119223352.000000
So it's getting split into cluster 16.
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 3 contains 68401 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 7 contains 532 members 
Mstep: Class 8 contains 176585 members 
Mstep: Class 9 contains 89712 members 
Mstep: Class 10 contains 98978 members 
Mstep: Class 11 contains 717 members 
Mstep: Class 13 contains 184659 members 
Mstep: Class 14 contains 1310 members 
Mstep: Class 15 contains 47715 members 
Mstep: Class 17 contains 8656 members 
Mstep: Class 19 contains 154338 members 
Mstep: Class 20 contains 79606 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119224656.000000 Penalty: 68348.125000
Iteration 39Q: 21 clusters Score -1.192247e+08 nChanged 11050
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 873 members 
Mstep: Class 3 contains 68811 members 
Mstep: Class 4 contains 11238 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 474 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 177966 members 
Mstep: Class 9 contains 90403 members 
Mstep: Class 10 contains 99700 members 
Mstep: Class 11 contains 717 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 181646 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 47728 members 
Mstep: Class 16 contains 2464 members 
Mstep: Class 17 contains 8639 members 
Mstep: Class 19 contains 154888 members 
Mstep: Class 20 contains 79034 members 
Mstep: Class 21 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119233776.000000 Penalty: 68348.125000
Iteration 40F: 21 clusters Score -1.192338e+08 nChanged 12144
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 868 members 
Mstep: Class 3 contains 69160 members 
Mstep: Class 4 contains 11528 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 577 members 
Mstep: Class 7 contains 637 members 
Mstep: Class 8 contains 178283 members 
Mstep: Class 9 contains 90802 members 
Mstep: Class 10 contains 100332 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 179932 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 15 contains 47652 members 
Mstep: Class 16 contains 2461 members 
Mstep: Class 17 contains 8607 members 
Mstep: Class 19 contains 155458 members 
Mstep: Class 20 contains 78277 members 
Mstep: Class 21 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119240384.000000 Penalty: 68348.125000
Iteration 41Q: 21 clusters Score -1.192404e+08 nChanged 11326
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 859 members 
Mstep: Class 3 contains 69480 members 
Mstep: Class 4 contains 11694 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 178320 members 
Mstep: Class 9 contains 91381 members 
Mstep: Class 10 contains 100932 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 178342 members 
Mstep: Class 14 contains 1428 members 
Mstep: Class 15 contains 47642 members 
Mstep: Class 16 contains 2445 members 
Mstep: Class 17 contains 8572 members 
Mstep: Class 19 contains 156002 members 
Mstep: Class 20 contains 77654 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119241912.000000 Penalty: 68348.125000
Iteration 42Q: 21 clusters Score -1.192419e+08 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 69719 members 
Mstep: Class 4 contains 11833 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 690 members 
Mstep: Class 8 contains 178171 members 
Mstep: Class 9 contains 91943 members 
Mstep: Class 10 contains 101482 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 176922 members 
Mstep: Class 14 contains 1431 members 
Mstep: Class 15 contains 47610 members 
Mstep: Class 16 contains 2440 members 
Mstep: Class 17 contains 8545 members 
Mstep: Class 19 contains 156674 members 
Mstep: Class 20 contains 77111 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119243832.000000 Penalty: 68348.125000
Iteration 43Q: 21 clusters Score -1.192438e+08 nChanged 10673
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 69870 members 
Mstep: Class 4 contains 11923 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 697 members 
Mstep: Class 8 contains 177942 members 
Mstep: Class 9 contains 92605 members 
Mstep: Class 10 contains 102057 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 175697 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 47572 members 
Mstep: Class 16 contains 2436 members 
Mstep: Class 17 contains 8522 members 
Mstep: Class 19 contains 157204 members 
Mstep: Class 20 contains 76609 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119245576.000000 Penalty: 68348.125000
Iteration 44Q: 21 clusters Score -1.192456e+08 nChanged 10440
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 69998 members 
Mstep: Class 4 contains 11985 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 694 members 
Mstep: Class 8 contains 177667 members 
Mstep: Class 9 contains 93216 members 
Mstep: Class 10 contains 102606 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 174507 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 47511 members 
Mstep: Class 16 contains 2432 members 
Mstep: Class 17 contains 8518 members 
Mstep: Class 19 contains 157864 members 
Mstep: Class 20 contains 76128 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119247040.000000 Penalty: 68348.125000
Iteration 45Q: 21 clusters Score -1.19247e+08 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 70088 members 
Mstep: Class 4 contains 12013 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 697 members 
Mstep: Class 8 contains 177303 members 
Mstep: Class 9 contains 93788 members 
Mstep: Class 10 contains 103128 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 173473 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 47477 members 
Mstep: Class 16 contains 2430 members 
Mstep: Class 17 contains 8509 members 
Mstep: Class 19 contains 158518 members 
Mstep: Class 20 contains 75706 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119249032.000000 Penalty: 68348.125000
Iteration 46Q: 21 clusters Score -1.19249e+08 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 70090 members 
Mstep: Class 4 contains 12040 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 696 members 
Mstep: Class 8 contains 176863 members 
Mstep: Class 9 contains 94387 members 
Mstep: Class 10 contains 103672 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 172568 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 47454 members 
Mstep: Class 16 contains 2429 members 
Mstep: Class 17 contains 8499 members 
Mstep: Class 19 contains 159159 members 
Mstep: Class 20 contains 75279 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119250392.000000 Penalty: 68348.125000
Iteration 47Q: 21 clusters Score -1.192504e+08 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 70032 members 
Mstep: Class 4 contains 12061 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 697 members 
Mstep: Class 8 contains 176362 members 
Mstep: Class 9 contains 94992 members 
Mstep: Class 10 contains 104204 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 171819 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 15 contains 47460 members 
Mstep: Class 16 contains 2423 members 
Mstep: Class 17 contains 8493 members 
Mstep: Class 19 contains 159693 members 
Mstep: Class 20 contains 74894 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119251240.000000 Penalty: 68348.125000
Iteration 48Q: 21 clusters Score -1.192512e+08 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 69887 members 
Mstep: Class 4 contains 12074 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 697 members 
Mstep: Class 8 contains 175753 members 
Mstep: Class 9 contains 95565 members 
Mstep: Class 10 contains 104711 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 1218 members 
Mstep: Class 13 contains 171199 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 15 contains 47474 members 
Mstep: Class 16 contains 2423 members 
Mstep: Class 17 contains 8476 members 
Mstep: Class 19 contains 160299 members 
Mstep: Class 20 contains 74529 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Score: -119252208.000000 Penalty: 68348.125000
Iteration 49Q: 21 clusters Score -1.192522e+08 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 69673 members 
Mstep: Class 4 contains 12080 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 698 members 
Mstep: Class 8 contains 175181 members 
Mstep: Class 9 contains 96118 members 
Mstep: Class 10 contains 105216 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170639 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 47457 members 
Mstep: Class 16 contains 2423 members 
Mstep: Class 17 contains 8466 members 
Mstep: Class 19 contains 160886 members 
Mstep: Class 20 contains 74201 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 50Q: 21 clusters Score -1.192533e+08 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 69392 members 
Mstep: Class 4 contains 12084 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 699 members 
Mstep: Class 8 contains 174599 members 
Mstep: Class 9 contains 96643 members 
Mstep: Class 10 contains 105676 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170169 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 15 contains 47438 members 
Mstep: Class 16 contains 2422 members 
Mstep: Class 17 contains 8451 members 
Mstep: Class 19 contains 161479 members 
Mstep: Class 20 contains 73956 members 
Mstep: Class 21 contains 439 members 
Entering Unmasked Estep 
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Iteration 51Q: 21 clusters Score -1.19255e+08 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 69157 members 
Mstep: Class 4 contains 12075 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 700 members 
Mstep: Class 8 contains 174030 members 
Mstep: Class 9 contains 97212 members 
Mstep: Class 10 contains 106143 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 169577 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 47448 members 
Mstep: Class 16 contains 2421 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 19 contains 162025 members 
Mstep: Class 20 contains 73767 members 
Mstep: Class 21 contains 439 members 
Entering Unmasked Estep 
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Iteration 52Q: 21 clusters Score -1.19256e+08 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 68859 members 
Mstep: Class 4 contains 12069 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 703 members 
Mstep: Class 8 contains 173565 members 
Mstep: Class 9 contains 97716 members 
Mstep: Class 10 contains 106537 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 169120 members 
Mstep: Class 14 contains 1446 members 
Mstep: Class 15 contains 47457 members 
Mstep: Class 16 contains 2418 members 
Mstep: Class 17 contains 8418 members 
Mstep: Class 19 contains 162549 members 
Mstep: Class 20 contains 73559 members 
Mstep: Class 21 contains 439 members 
Entering Unmasked Estep 
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Iteration 53Q: 21 clusters Score -1.192573e+08 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 68590 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 704 members 
Mstep: Class 8 contains 173150 members 
Mstep: Class 9 contains 98178 members 
Mstep: Class 10 contains 106913 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 168602 members 
Mstep: Class 14 contains 1447 members 
Mstep: Class 15 contains 47476 members 
Mstep: Class 16 contains 2417 members 
Mstep: Class 17 contains 8395 members 
Mstep: Class 19 contains 163039 members 
Mstep: Class 20 contains 73430 members 
Mstep: Class 21 contains 439 members 
Entering Unmasked Estep 
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Iteration 54Q: 21 clusters Score -1.192578e+08 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 68264 members 
Mstep: Class 4 contains 12056 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 703 members 
Mstep: Class 8 contains 172761 members 
Mstep: Class 9 contains 98622 members 
Mstep: Class 10 contains 107278 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 168198 members 
Mstep: Class 14 contains 1448 members 
Mstep: Class 15 contains 47500 members 
Mstep: Class 16 contains 2416 members 
Mstep: Class 17 contains 8379 members 
Mstep: Class 19 contains 163451 members 
Mstep: Class 20 contains 73321 members 
Mstep: Class 21 contains 439 members 
Entering Unmasked Estep 
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Iteration 55Q: 21 clusters Score -1.192581e+08 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 67893 members 
Mstep: Class 4 contains 12049 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 703 members 
Mstep: Class 8 contains 172296 members 
Mstep: Class 9 contains 99092 members 
Mstep: Class 10 contains 107615 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 167826 members 
Mstep: Class 14 contains 1448 members 
Mstep: Class 15 contains 47496 members 
Mstep: Class 16 contains 2416 members 
Mstep: Class 17 contains 8366 members 
Mstep: Class 19 contains 163961 members 
Mstep: Class 20 contains 73223 members 
Mstep: Class 21 contains 439 members 
Entering Unmasked Estep 
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Iteration 56Q: 21 clusters Score -1.192594e+08 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 67471 members 
Mstep: Class 4 contains 12049 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 703 members 
Mstep: Class 8 contains 171971 members 
Mstep: Class 9 contains 99531 members 
Mstep: Class 10 contains 107923 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 167418 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 47492 members 
Mstep: Class 16 contains 2416 members 
Mstep: Class 17 contains 8353 members 
Mstep: Class 19 contains 164463 members 
Mstep: Class 20 contains 73134 members 
Mstep: Class 21 contains 439 members 
Entering Unmasked Estep 
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Iteration 57Q: 21 clusters Score -1.192603e+08 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 67035 members 
Mstep: Class 4 contains 12050 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 702 members 
Mstep: Class 8 contains 171627 members 
Mstep: Class 9 contains 99932 members 
Mstep: Class 10 contains 108200 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 167161 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 47487 members 
Mstep: Class 16 contains 2416 members 
Mstep: Class 17 contains 8340 members 
Mstep: Class 19 contains 164881 members 
Mstep: Class 20 contains 73073 members 
Mstep: Class 21 contains 439 members 
Entering Unmasked Estep 
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Iteration 58Q: 21 clusters Score -1.192612e+08 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 66511 members 
Mstep: Class 4 contains 12044 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 703 members 
Mstep: Class 8 contains 171230 members 
Mstep: Class 9 contains 100333 members 
Mstep: Class 10 contains 108481 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 167044 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 47485 members 
Mstep: Class 16 contains 2417 members 
Mstep: Class 17 contains 8324 members 
Mstep: Class 19 contains 165300 members 
Mstep: Class 20 contains 73016 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 59Q: 21 clusters Score -1.192617e+08 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 65926 members 
Mstep: Class 4 contains 12030 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 703 members 
Mstep: Class 8 contains 170853 members 
Mstep: Class 9 contains 100694 members 
Mstep: Class 10 contains 108784 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 167130 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 47504 members 
Mstep: Class 16 contains 2417 members 
Mstep: Class 17 contains 8299 members 
Mstep: Class 19 contains 165566 members 
Mstep: Class 20 contains 72968 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 60F: 21 clusters Score -1.192656e+08 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 65294 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 710 members 
Mstep: Class 8 contains 170493 members 
Mstep: Class 9 contains 101078 members 
Mstep: Class 10 contains 109057 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 167094 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 47506 members 
Mstep: Class 16 contains 2417 members 
Mstep: Class 17 contains 8281 members 
Mstep: Class 19 contains 166057 members 
Mstep: Class 20 contains 72889 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 61Q: 21 clusters Score -1.192688e+08 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 64628 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 662 members 
Mstep: Class 7 contains 711 members 
Mstep: Class 8 contains 170160 members 
Mstep: Class 9 contains 101398 members 
Mstep: Class 10 contains 109294 members 
Mstep: Class 11 contains 717 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 167140 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 47532 members 
Mstep: Class 16 contains 2417 members 
Mstep: Class 17 contains 8259 members 
Mstep: Class 19 contains 166538 members 
Mstep: Class 20 contains 72801 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 62Q: 21 clusters Score -1.192697e+08 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 63974 members 
Mstep: Class 4 contains 12017 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 710 members 
Mstep: Class 8 contains 169930 members 
Mstep: Class 9 contains 101753 members 
Mstep: Class 10 contains 109546 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 167105 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 47541 members 
Mstep: Class 16 contains 2417 members 
Mstep: Class 17 contains 8243 members 
Mstep: Class 19 contains 166912 members 
Mstep: Class 20 contains 72750 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 63Q: 21 clusters Score -1.192707e+08 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 63224 members 
Mstep: Class 4 contains 12016 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 709 members 
Mstep: Class 8 contains 169698 members 
Mstep: Class 9 contains 102100 members 
Mstep: Class 10 contains 109807 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 167241 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 47533 members 
Mstep: Class 16 contains 2416 members 
Mstep: Class 17 contains 8223 members 
Mstep: Class 19 contains 167210 members 
Mstep: Class 20 contains 72742 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 64Q: 21 clusters Score -1.192714e+08 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 62504 members 
Mstep: Class 4 contains 12011 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 709 members 
Mstep: Class 8 contains 169435 members 
Mstep: Class 9 contains 102423 members 
Mstep: Class 10 contains 110094 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 167358 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 47538 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8210 members 
Mstep: Class 19 contains 167511 members 
Mstep: Class 20 contains 72716 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 65Q: 21 clusters Score -1.192722e+08 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 61664 members 
Mstep: Class 4 contains 12007 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 709 members 
Mstep: Class 8 contains 169256 members 
Mstep: Class 9 contains 102705 members 
Mstep: Class 10 contains 110366 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 167579 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 47557 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8194 members 
Mstep: Class 19 contains 167723 members 
Mstep: Class 20 contains 72742 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 66Q: 21 clusters Score -1.192722e+08 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 60813 members 
Mstep: Class 4 contains 12001 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 709 members 
Mstep: Class 8 contains 169110 members 
Mstep: Class 9 contains 103022 members 
Mstep: Class 10 contains 110642 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 167790 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 47576 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8184 members 
Mstep: Class 19 contains 167876 members 
Mstep: Class 20 contains 72783 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 67Q: 21 clusters Score -1.192722e+08 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 59968 members 
Mstep: Class 4 contains 12004 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 710 members 
Mstep: Class 8 contains 168937 members 
Mstep: Class 9 contains 103328 members 
Mstep: Class 10 contains 110952 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 167920 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 47602 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8173 members 
Mstep: Class 19 contains 168082 members 
Mstep: Class 20 contains 72835 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 68Q: 21 clusters Score -1.192729e+08 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 59113 members 
Mstep: Class 4 contains 12007 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 710 members 
Mstep: Class 8 contains 168814 members 
Mstep: Class 9 contains 103561 members 
Mstep: Class 10 contains 111284 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 168052 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 47636 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8159 members 
Mstep: Class 19 contains 168307 members 
Mstep: Class 20 contains 72868 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 69Q: 21 clusters Score -1.192729e+08 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 58218 members 
Mstep: Class 4 contains 12022 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 711 members 
Mstep: Class 8 contains 168623 members 
Mstep: Class 9 contains 103793 members 
Mstep: Class 10 contains 111565 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 168342 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 47677 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8152 members 
Mstep: Class 19 contains 168542 members 
Mstep: Class 20 contains 72863 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 70Q: 21 clusters Score -1.192727e+08 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 57280 members 
Mstep: Class 4 contains 12017 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 713 members 
Mstep: Class 8 contains 168415 members 
Mstep: Class 9 contains 104054 members 
Mstep: Class 10 contains 111852 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 168595 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 47712 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 19 contains 168794 members 
Mstep: Class 20 contains 72908 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 71Q: 21 clusters Score -1.192727e+08 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 56309 members 
Mstep: Class 4 contains 12022 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 714 members 
Mstep: Class 8 contains 168241 members 
Mstep: Class 9 contains 104323 members 
Mstep: Class 10 contains 112115 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 168886 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 47743 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8138 members 
Mstep: Class 19 contains 169040 members 
Mstep: Class 20 contains 72922 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 72Q: 21 clusters Score -1.192729e+08 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 55338 members 
Mstep: Class 4 contains 12018 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 714 members 
Mstep: Class 8 contains 168064 members 
Mstep: Class 9 contains 104548 members 
Mstep: Class 10 contains 112367 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 169238 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 47750 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8130 members 
Mstep: Class 19 contains 169315 members 
Mstep: Class 20 contains 72941 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 73Q: 21 clusters Score -1.192731e+08 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 54427 members 
Mstep: Class 4 contains 12018 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 713 members 
Mstep: Class 8 contains 167862 members 
Mstep: Class 9 contains 104738 members 
Mstep: Class 10 contains 112615 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 169633 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 47779 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8125 members 
Mstep: Class 19 contains 169558 members 
Mstep: Class 20 contains 72944 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 74Q: 21 clusters Score -1.192735e+08 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 53482 members 
Mstep: Class 4 contains 12012 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 713 members 
Mstep: Class 8 contains 167674 members 
Mstep: Class 9 contains 104911 members 
Mstep: Class 10 contains 112906 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170046 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 47786 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8120 members 
Mstep: Class 19 contains 169837 members 
Mstep: Class 20 contains 72906 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 75Q: 21 clusters Score -1.192738e+08 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 52450 members 
Mstep: Class 4 contains 12016 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 713 members 
Mstep: Class 8 contains 167480 members 
Mstep: Class 9 contains 105065 members 
Mstep: Class 10 contains 113170 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170594 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 47818 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8119 members 
Mstep: Class 19 contains 170117 members 
Mstep: Class 20 contains 72854 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274024.000000 Penalty: 68348.125000
Iteration 76Q: 21 clusters Score -1.19274e+08 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 51424 members 
Mstep: Class 4 contains 12014 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 714 members 
Mstep: Class 8 contains 167306 members 
Mstep: Class 9 contains 105194 members 
Mstep: Class 10 contains 113437 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171154 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 47838 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8113 members 
Mstep: Class 19 contains 170363 members 
Mstep: Class 20 contains 72831 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274368.000000 Penalty: 68348.125000
Iteration 77Q: 21 clusters Score -1.192744e+08 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 50348 members 
Mstep: Class 4 contains 12015 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 713 members 
Mstep: Class 8 contains 167176 members 
Mstep: Class 9 contains 105324 members 
Mstep: Class 10 contains 113708 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171764 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 47830 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8110 members 
Mstep: Class 19 contains 170598 members 
Mstep: Class 20 contains 72809 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274120.000000 Penalty: 68348.125000
Iteration 78Q: 21 clusters Score -1.192741e+08 nChanged 4362
Entering ConstructFrom: 
Score: -119274120.000000 Penalty: 68348.125000
Entering ConstructFrom: 
Trying to split cluster 1 (36144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Entering Unmasked Estep 
Score: -4610640.000000 Penalty: 2602.825928
	Iteration 0F: 2 clusters Score -4610640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -4585768.500000 Penalty: 5205.651855
	Iteration 0F: 3 clusters Score -4585768 nChanged 16522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -4594916.500000 Penalty: 5205.651855
	Iteration 1F: 3 clusters Score -4594916 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -4595474.000000 Penalty: 5205.651855
	Iteration 2Q: 3 clusters Score -4595474 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -4596087.000000 Penalty: 5205.651855
	Iteration 3Q: 3 clusters Score -4596087 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -4597016.500000 Penalty: 5205.651855
	Iteration 4F: 3 clusters Score -4597016 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -4598460.000000 Penalty: 5205.651855
	Iteration 5F: 3 clusters Score -4598460 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -4600655.000000 Penalty: 5205.651855
	Iteration 6F: 3 clusters Score -4600655 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -4603385.000000 Penalty: 5205.651855
	Iteration 7F: 3 clusters Score -4603385 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -4605817.500000 Penalty: 5205.651855
	Iteration 8F: 3 clusters Score -4605818 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -4607262.500000 Penalty: 5205.651855
	Iteration 9Q: 3 clusters Score -4607262 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -4607941.000000 Penalty: 5205.651855
	Iteration 10Q: 3 clusters Score -4607941 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -4608287.500000 Penalty: 5205.651855
	Iteration 11Q: 3 clusters Score -4608288 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -4608499.500000 Penalty: 5205.651855
	Iteration 12Q: 3 clusters Score -4608500 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -4608598.500000 Penalty: 5205.651855
	Iteration 13Q: 3 clusters Score -4608598 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -4608656.500000 Penalty: 5205.651855
	Iteration 14Q: 3 clusters Score -4608656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -4608671.000000 Penalty: 5205.651855
	Iteration 15Q: 3 clusters Score -4608671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -4608684.000000 Penalty: 5205.651855
	Iteration 16Q: 3 clusters Score -4608684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -4608695.000000 Penalty: 5205.651855
	Iteration 17Q: 3 clusters Score -4608695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -4608706.000000 Penalty: 5205.651855
	Iteration 18Q: 3 clusters Score -4608706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -4608703.000000 Penalty: 5205.651855
	Iteration 19Q: 3 clusters Score -4608703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -4608701.000000 Penalty: 5205.651855
	Iteration 20F: 3 clusters Score -4608701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -4608705.500000 Penalty: 5205.651855
	Iteration 21Q: 3 clusters Score -4608706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -4608712.500000 Penalty: 5205.651855
	Iteration 22Q: 3 clusters Score -4608712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -4608712.500000 Penalty: 5205.651855
	Iteration 23Q: 3 clusters Score -4608712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4608709.000000 Penalty: 5205.651855
	Iteration 24Q: 3 clusters Score -4608709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -4608712.500000 Penalty: 5205.651855
	Iteration 25Q: 3 clusters Score -4608712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -4608708.000000 Penalty: 5205.651855
	Iteration 26Q: 3 clusters Score -4608708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -4608708.000000 Penalty: 5205.651855
	Iteration 27F: 3 clusters Score -4608708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -80558.585938 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -80558.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -79091.414062 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -79091.41 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -80348.164062 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -80348.16 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -81288.718750 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -81288.72 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -81753.500000 Penalty: 3343.297607
	Iteration 3F: 3 clusters Score -81753.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -81837.710938 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -81837.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -81910.976562 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -81910.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -81936.843750 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -81936.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -81936.843750 Penalty: 3343.297607
	Iteration 7F: 3 clusters Score -81936.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 195 members 
Mstep: Class 3 contains 49220 members 
Mstep: Class 4 contains 12019 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 712 members 
Mstep: Class 8 contains 167099 members 
Mstep: Class 9 contains 105416 members 
Mstep: Class 10 contains 113977 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 172492 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 47843 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8102 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 170723 members 
Mstep: Class 20 contains 72794 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
Score: -119273720.000000 Penalty: 71765.531250
Splitting cluster 2 changes total score from -119274120.000000 to -119273720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (49220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Entering Unmasked Estep 
Score: -6176794.500000 Penalty: 2679.405762
	Iteration 0F: 2 clusters Score -6176794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -6143766.000000 Penalty: 5358.811523
	Iteration 0F: 3 clusters Score -6143766 nChanged 22548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -6156122.500000 Penalty: 5358.811523
	Iteration 1F: 3 clusters Score -6156122 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -6156687.000000 Penalty: 5358.811523
	Iteration 2Q: 3 clusters Score -6156687 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -6157303.500000 Penalty: 5358.811523
	Iteration 3Q: 3 clusters Score -6157304 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -6157950.500000 Penalty: 5358.811523
	Iteration 4Q: 3 clusters Score -6157950 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -6158936.000000 Penalty: 5358.811523
	Iteration 5Q: 3 clusters Score -6158936 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -6160552.000000 Penalty: 5358.811523
	Iteration 6F: 3 clusters Score -6160552 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -6163201.500000 Penalty: 5358.811523
	Iteration 7F: 3 clusters Score -6163202 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -6166864.000000 Penalty: 5358.811523
	Iteration 8F: 3 clusters Score -6166864 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -6170563.000000 Penalty: 5358.811523
	Iteration 9F: 3 clusters Score -6170563 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6172766.000000 Penalty: 5358.811523
	Iteration 10Q: 3 clusters Score -6172766 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6173739.000000 Penalty: 5358.811523
	Iteration 11Q: 3 clusters Score -6173739 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6174103.000000 Penalty: 5358.811523
	Iteration 12Q: 3 clusters Score -6174103 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6174239.000000 Penalty: 5358.811523
	Iteration 13Q: 3 clusters Score -6174239 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6174305.000000 Penalty: 5358.811523
	Iteration 14Q: 3 clusters Score -6174305 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6174354.000000 Penalty: 5358.811523
	Iteration 15Q: 3 clusters Score -6174354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -6174392.000000 Penalty: 5358.811523
	Iteration 16Q: 3 clusters Score -6174392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6174405.000000 Penalty: 5358.811523
	Iteration 17Q: 3 clusters Score -6174405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6174412.500000 Penalty: 5358.811523
	Iteration 18Q: 3 clusters Score -6174412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6174411.500000 Penalty: 5358.811523
	Iteration 19Q: 3 clusters Score -6174412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6174418.000000 Penalty: 5358.811523
	Iteration 20F: 3 clusters Score -6174418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6174421.000000 Penalty: 5358.811523
	Iteration 21Q: 3 clusters Score -6174421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6174421.000000 Penalty: 5358.811523
	Iteration 22F: 3 clusters Score -6174421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Entering Unmasked Estep 
Score: -1439763.375000 Penalty: 2329.772461
	Iteration 0F: 2 clusters Score -1439763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1430766.000000 Penalty: 4659.544922
	Iteration 0F: 3 clusters Score -1430766 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1433496.375000 Penalty: 4659.544922
	Iteration 1F: 3 clusters Score -1433496 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1433961.375000 Penalty: 4659.544922
	Iteration 2F: 3 clusters Score -1433961 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1434418.625000 Penalty: 4659.544922
	Iteration 3F: 3 clusters Score -1434419 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1434870.125000 Penalty: 4659.544922
	Iteration 4F: 3 clusters Score -1434870 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1435366.500000 Penalty: 4659.544922
	Iteration 5F: 3 clusters Score -1435366 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1436005.250000 Penalty: 4659.544922
	Iteration 6F: 3 clusters Score -1436005 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1436629.750000 Penalty: 4659.544922
	Iteration 7F: 3 clusters Score -1436630 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1437159.875000 Penalty: 4659.544922
	Iteration 8F: 3 clusters Score -1437160 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1437525.875000 Penalty: 4659.544922
	Iteration 9Q: 3 clusters Score -1437526 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1437705.375000 Penalty: 4659.544922
	Iteration 10Q: 3 clusters Score -1437705 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1437814.375000 Penalty: 4659.544922
	Iteration 11Q: 3 clusters Score -1437814 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1437874.125000 Penalty: 4659.544922
	Iteration 12Q: 3 clusters Score -1437874 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1437913.000000 Penalty: 4659.544922
	Iteration 13Q: 3 clusters Score -1437913 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1437945.375000 Penalty: 4659.544922
	Iteration 14Q: 3 clusters Score -1437945 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1437969.500000 Penalty: 4659.544922
	Iteration 15Q: 3 clusters Score -1437970 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1437978.875000 Penalty: 4659.544922
	Iteration 16Q: 3 clusters Score -1437979 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1437991.750000 Penalty: 4659.544922
	Iteration 17Q: 3 clusters Score -1437992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1438000.750000 Penalty: 4659.544922
	Iteration 18Q: 3 clusters Score -1438001 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1438003.000000 Penalty: 4659.544922
	Iteration 19Q: 3 clusters Score -1438003 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1438011.625000 Penalty: 4659.544922
	Iteration 20F: 3 clusters Score -1438012 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1438019.375000 Penalty: 4659.544922
	Iteration 21Q: 3 clusters Score -1438019 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1438026.250000 Penalty: 4659.544922
	Iteration 22Q: 3 clusters Score -1438026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1438029.375000 Penalty: 4659.544922
	Iteration 23Q: 3 clusters Score -1438029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1438034.000000 Penalty: 4659.544922
	Iteration 24Q: 3 clusters Score -1438034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1438037.750000 Penalty: 4659.544922
	Iteration 25Q: 3 clusters Score -1438038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1438041.000000 Penalty: 4659.544922
	Iteration 26Q: 3 clusters Score -1438041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1438040.625000 Penalty: 4659.544922
	Iteration 27Q: 3 clusters Score -1438041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1438043.875000 Penalty: 4659.544922
	Iteration 28Q: 3 clusters Score -1438044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1438047.000000 Penalty: 4659.544922
	Iteration 29Q: 3 clusters Score -1438047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1438052.375000 Penalty: 4659.544922
	Iteration 30Q: 3 clusters Score -1438052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1438054.125000 Penalty: 4659.544922
	Iteration 31Q: 3 clusters Score -1438054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1438053.250000 Penalty: 4659.544922
	Iteration 32Q: 3 clusters Score -1438053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1438057.125000 Penalty: 4659.544922
	Iteration 33Q: 3 clusters Score -1438057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1438060.000000 Penalty: 4659.544922
	Iteration 34Q: 3 clusters Score -1438060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1438062.750000 Penalty: 4659.544922
	Iteration 35Q: 3 clusters Score -1438063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1438060.125000 Penalty: 4659.544922
	Iteration 36Q: 3 clusters Score -1438060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1438066.375000 Penalty: 4659.544922
	Iteration 37Q: 3 clusters Score -1438066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1438069.125000 Penalty: 4659.544922
	Iteration 38Q: 3 clusters Score -1438069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1438067.875000 Penalty: 4659.544922
	Iteration 39Q: 3 clusters Score -1438068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1438068.000000 Penalty: 4659.544922
	Iteration 40F: 3 clusters Score -1438068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1438069.750000 Penalty: 4659.544922
	Iteration 41Q: 3 clusters Score -1438070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1438072.500000 Penalty: 4659.544922
	Iteration 42Q: 3 clusters Score -1438072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1438075.500000 Penalty: 4659.544922
	Iteration 43Q: 3 clusters Score -1438076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1438075.000000 Penalty: 4659.544922
	Iteration 44Q: 3 clusters Score -1438075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1438075.000000 Penalty: 4659.544922
	Iteration 45F: 3 clusters Score -1438075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -62038.558594 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -62038.56 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 296 members 
Entering Unmasked Estep 
Score: -60488.082031 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -60488.08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -60961.226562 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -60961.23 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -61210.457031 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -61210.46 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -61462.316406 Penalty: 3205.662598
	Iteration 3F: 3 clusters Score -61462.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -61676.871094 Penalty: 3205.662598
	Iteration 4F: 3 clusters Score -61676.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -62039.988281 Penalty: 3205.662598
	Iteration 5F: 3 clusters Score -62039.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -62187.460938 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -62187.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -62270.109375 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -62270.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -62334.410156 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -62334.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -62344.683594 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -62344.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -62351.957031 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -62351.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -62357.140625 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -62357.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -62357.140625 Penalty: 3205.662598
	Iteration 12F: 3 clusters Score -62357.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 49220 members 
Mstep: Class 4 contains 12019 members 
Mstep: Class 5 contains 150 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 712 members 
Mstep: Class 8 contains 167099 members 
Mstep: Class 9 contains 105416 members 
Mstep: Class 10 contains 113977 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 172492 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 47843 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8102 members 
Mstep: Class 18 contains 491 members 
Mstep: Class 19 contains 170723 members 
Mstep: Class 20 contains 72794 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
Score: -119272600.000000 Penalty: 71765.531250
Splitting cluster 5 changes total score from -119274120.000000 to -119272600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -61522.812500 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -61522.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60017.371094 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -60017.37 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60880.421875 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -60880.42 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61588.664062 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -61588.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -62237.632812 Penalty: 3220.901855
	Iteration 3F: 3 clusters Score -62237.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62600.835938 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -62600.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62654.640625 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -62654.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62677.636719 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -62677.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -62690.121094 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -62690.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62708.558594 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -62708.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62727.492188 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -62727.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -62755.613281 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -62755.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62804.753906 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -62804.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62890.988281 Penalty: 3220.901855
	Iteration 12Q: 3 clusters Score -62890.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62916.859375 Penalty: 3220.901855
	Iteration 13Q: 3 clusters Score -62916.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -62925.710938 Penalty: 3220.901855
	Iteration 14Q: 3 clusters Score -62925.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -62949.214844 Penalty: 3220.901855
	Iteration 15Q: 3 clusters Score -62949.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62996.558594 Penalty: 3220.901855
	Iteration 16Q: 3 clusters Score -62996.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -63052.964844 Penalty: 3220.901855
	Iteration 17Q: 3 clusters Score -63052.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63118.007812 Penalty: 3220.901855
	Iteration 18Q: 3 clusters Score -63118.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63121.765625 Penalty: 3220.901855
	Iteration 19Q: 3 clusters Score -63121.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63121.765625 Penalty: 3220.901855
	Iteration 20F: 3 clusters Score -63121.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 49220 members 
Mstep: Class 4 contains 12019 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 712 members 
Mstep: Class 8 contains 167099 members 
Mstep: Class 9 contains 105416 members 
Mstep: Class 10 contains 113977 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 172492 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 47843 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8102 members 
Mstep: Class 18 contains 222 members 
Mstep: Class 19 contains 170723 members 
Mstep: Class 20 contains 72794 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
Score: -119273944.000000 Penalty: 71765.531250
Splitting cluster 6 changes total score from -119274120.000000 to -119273944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -76736.453125 Penalty: 1628.883301
	Iteration 0F: 2 clusters Score -76736.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75092.578125 Penalty: 3257.766602
	Iteration 0F: 3 clusters Score -75092.58 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -75366.843750 Penalty: 3257.766602
	Iteration 1F: 3 clusters Score -75366.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -75463.210938 Penalty: 3257.766602
	Iteration 2F: 3 clusters Score -75463.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -75496.796875 Penalty: 3257.766602
	Iteration 3Q: 3 clusters Score -75496.8 nChanged 13
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: -75522.203125 Penalty: 3257.766602
	Iteration 4Q: 3 clusters Score -75522.2 nChanged 9
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: -75539.367188 Penalty: 3257.766602
	Iteration 5Q: 3 clusters Score -75539.37 nChanged 5
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: -75556.718750 Penalty: 3257.766602
	Iteration 6Q: 3 clusters Score -75556.72 nChanged 4
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: -75564.734375 Penalty: 3257.766602
	Iteration 7Q: 3 clusters Score -75564.73 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: -75570.875000 Penalty: 3257.766602
	Iteration 8Q: 3 clusters Score -75570.88 nChanged 3
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: -75575.867188 Penalty: 3257.766602
	Iteration 9Q: 3 clusters Score -75575.87 nChanged 3
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: -75583.492188 Penalty: 3257.766602
	Iteration 10Q: 3 clusters Score -75583.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -75586.726562 Penalty: 3257.766602
	Iteration 11Q: 3 clusters Score -75586.73 nChanged 3
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: -75591.179688 Penalty: 3257.766602
	Iteration 12Q: 3 clusters Score -75591.18 nChanged 0
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: -75591.179688 Penalty: 3257.766602
	Iteration 13F: 3 clusters Score -75591.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (167099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167099 members 
Entering Unmasked Estep 
Score: -21078910.000000 Penalty: 2982.532715
	Iteration 0F: 2 clusters Score -2.107891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83674 members 
Mstep: Class 2 contains 83425 members 
Entering Unmasked Estep 
Score: -20967330.000000 Penalty: 5965.065430
	Iteration 0F: 3 clusters Score -2.096733e+07 nChanged 79978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85420 members 
Mstep: Class 2 contains 81679 members 
Entering Unmasked Estep 
Score: -21013922.000000 Penalty: 5965.065430
	Iteration 1F: 3 clusters Score -2.101392e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Mstep: Class 2 contains 80743 members 
Entering Unmasked Estep 
Score: -21014818.000000 Penalty: 5965.065430
	Iteration 2Q: 3 clusters Score -2.101482e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87737 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -21015946.000000 Penalty: 5965.065430
	Iteration 3Q: 3 clusters Score -2.101595e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89756 members 
Mstep: Class 2 contains 77343 members 
Entering Unmasked Estep 
Score: -21017344.000000 Penalty: 5965.065430
	Iteration 4Q: 3 clusters Score -2.101734e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92659 members 
Mstep: Class 2 contains 74440 members 
Entering Unmasked Estep 
Score: -21019282.000000 Penalty: 5965.065430
	Iteration 5Q: 3 clusters Score -2.101928e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96834 members 
Mstep: Class 2 contains 70265 members 
Entering Unmasked Estep 
Score: -21022196.000000 Penalty: 5965.065430
	Iteration 6Q: 3 clusters Score -2.10222e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102786 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -21026816.000000 Penalty: 5965.065430
	Iteration 7F: 3 clusters Score -2.102682e+07 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110599 members 
Mstep: Class 2 contains 56500 members 
Entering Unmasked Estep 
Score: -21033824.000000 Penalty: 5965.065430
	Iteration 8F: 3 clusters Score -2.103382e+07 nChanged 11523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119848 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -21042418.000000 Penalty: 5965.065430
	Iteration 9F: 3 clusters Score -2.104242e+07 nChanged 11216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128782 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -21051338.000000 Penalty: 5965.065430
	Iteration 10F: 3 clusters Score -2.105134e+07 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136149 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -21058456.000000 Penalty: 5965.065430
	Iteration 11F: 3 clusters Score -2.105846e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141583 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -21063140.000000 Penalty: 5965.065430
	Iteration 12Q: 3 clusters Score -2.106314e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145627 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -21066032.000000 Penalty: 5965.065430
	Iteration 13Q: 3 clusters Score -2.106603e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148967 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -21068002.000000 Penalty: 5965.065430
	Iteration 14Q: 3 clusters Score -2.1068e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151923 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -21069832.000000 Penalty: 5965.065430
	Iteration 15Q: 3 clusters Score -2.106983e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154453 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -21071184.000000 Penalty: 5965.065430
	Iteration 16Q: 3 clusters Score -2.107118e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156703 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -21072426.000000 Penalty: 5965.065430
	Iteration 17Q: 3 clusters Score -2.107243e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158564 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -21073584.000000 Penalty: 5965.065430
	Iteration 18Q: 3 clusters Score -2.107358e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160104 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -21074506.000000 Penalty: 5965.065430
	Iteration 19Q: 3 clusters Score -2.107451e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161253 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -21075248.000000 Penalty: 5965.065430
	Iteration 20F: 3 clusters Score -2.107525e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162175 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -21075746.000000 Penalty: 5965.065430
	Iteration 21Q: 3 clusters Score -2.107575e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162891 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -21076116.000000 Penalty: 5965.065430
	Iteration 22Q: 3 clusters Score -2.107612e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163464 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -21076346.000000 Penalty: 5965.065430
	Iteration 23Q: 3 clusters Score -2.107635e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163891 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -21076580.000000 Penalty: 5965.065430
	Iteration 24Q: 3 clusters Score -2.107658e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164236 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -21076770.000000 Penalty: 5965.065430
	Iteration 25Q: 3 clusters Score -2.107677e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164508 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -21076896.000000 Penalty: 5965.065430
	Iteration 26Q: 3 clusters Score -2.10769e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164709 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -21076938.000000 Penalty: 5965.065430
	Iteration 27Q: 3 clusters Score -2.107694e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164863 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -21077012.000000 Penalty: 5965.065430
	Iteration 28Q: 3 clusters Score -2.107701e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164995 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -21077070.000000 Penalty: 5965.065430
	Iteration 29Q: 3 clusters Score -2.107707e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165089 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -21077106.000000 Penalty: 5965.065430
	Iteration 30Q: 3 clusters Score -2.107711e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165163 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -21077108.000000 Penalty: 5965.065430
	Iteration 31Q: 3 clusters Score -2.107711e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165215 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -21077088.000000 Penalty: 5965.065430
	Iteration 32Q: 3 clusters Score -2.107709e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165260 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -21077110.000000 Penalty: 5965.065430
	Iteration 33Q: 3 clusters Score -2.107711e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165311 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -21077116.000000 Penalty: 5965.065430
	Iteration 34Q: 3 clusters Score -2.107712e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165353 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -21077112.000000 Penalty: 5965.065430
	Iteration 35Q: 3 clusters Score -2.107711e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165376 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -21077148.000000 Penalty: 5965.065430
	Iteration 36Q: 3 clusters Score -2.107715e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165405 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -21077138.000000 Penalty: 5965.065430
	Iteration 37Q: 3 clusters Score -2.107714e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165428 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -21077132.000000 Penalty: 5965.065430
	Iteration 38Q: 3 clusters Score -2.107713e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165450 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -21077132.000000 Penalty: 5965.065430
	Iteration 39Q: 3 clusters Score -2.107713e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165463 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -21077162.000000 Penalty: 5965.065430
	Iteration 40F: 3 clusters Score -2.107716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165471 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -21077170.000000 Penalty: 5965.065430
	Iteration 41Q: 3 clusters Score -2.107717e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165485 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -21077154.000000 Penalty: 5965.065430
	Iteration 42Q: 3 clusters Score -2.107715e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165499 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -21077172.000000 Penalty: 5965.065430
	Iteration 43Q: 3 clusters Score -2.107717e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165514 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -21077180.000000 Penalty: 5965.065430
	Iteration 44Q: 3 clusters Score -2.107718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165522 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -21077182.000000 Penalty: 5965.065430
	Iteration 45Q: 3 clusters Score -2.107718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165527 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -21077168.000000 Penalty: 5965.065430
	Iteration 46Q: 3 clusters Score -2.107717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165531 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -21077172.000000 Penalty: 5965.065430
	Iteration 47Q: 3 clusters Score -2.107717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165532 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -21077170.000000 Penalty: 5965.065430
	Iteration 48Q: 3 clusters Score -2.107717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165534 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -21077164.000000 Penalty: 5965.065430
	Iteration 49Q: 3 clusters Score -2.107716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165536 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -21077166.000000 Penalty: 5965.065430
	Iteration 50Q: 3 clusters Score -2.107717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165538 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -21077164.000000 Penalty: 5965.065430
	Iteration 51Q: 3 clusters Score -2.107716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165541 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -21077162.000000 Penalty: 5965.065430
	Iteration 52Q: 3 clusters Score -2.107716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165545 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -21077166.000000 Penalty: 5965.065430
	Iteration 53Q: 3 clusters Score -2.107717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165547 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -21077164.000000 Penalty: 5965.065430
	Iteration 54Q: 3 clusters Score -2.107716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165552 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -21077162.000000 Penalty: 5965.065430
	Iteration 55Q: 3 clusters Score -2.107716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165556 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -21077154.000000 Penalty: 5965.065430
	Iteration 56Q: 3 clusters Score -2.107715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165559 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -21077166.000000 Penalty: 5965.065430
	Iteration 57Q: 3 clusters Score -2.107717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165561 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -21077164.000000 Penalty: 5965.065430
	Iteration 58Q: 3 clusters Score -2.107716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165562 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -21077172.000000 Penalty: 5965.065430
	Iteration 59Q: 3 clusters Score -2.107717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165561 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -21077162.000000 Penalty: 5965.065430
	Iteration 60F: 3 clusters Score -2.107716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (105416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105416 members 
Entering Unmasked Estep 
Score: -13333509.000000 Penalty: 2868.286133
	Iteration 0F: 2 clusters Score -1.333351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52947 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -13262895.000000 Penalty: 5736.572266
	Iteration 0F: 3 clusters Score -1.32629e+07 nChanged 49948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -13291398.000000 Penalty: 5736.572266
	Iteration 1F: 3 clusters Score -1.32914e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -13292369.000000 Penalty: 5736.572266
	Iteration 2Q: 3 clusters Score -1.329237e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -13294054.000000 Penalty: 5736.572266
	Iteration 3Q: 3 clusters Score -1.329405e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66747 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -13296712.000000 Penalty: 5736.572266
	Iteration 4F: 3 clusters Score -1.329671e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73782 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -13301328.000000 Penalty: 5736.572266
	Iteration 5F: 3 clusters Score -1.330133e+07 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82814 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -13309012.000000 Penalty: 5736.572266
	Iteration 6F: 3 clusters Score -1.330901e+07 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92389 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -13318227.000000 Penalty: 5736.572266
	Iteration 7F: 3 clusters Score -1.331823e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99643 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -13325458.000000 Penalty: 5736.572266
	Iteration 8F: 3 clusters Score -1.332546e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103379 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -13329114.000000 Penalty: 5736.572266
	Iteration 9Q: 3 clusters Score -1.332911e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104680 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -13330306.000000 Penalty: 5736.572266
	Iteration 10Q: 3 clusters Score -1.333031e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105003 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -13330661.000000 Penalty: 5736.572266
	Iteration 11Q: 3 clusters Score -1.333066e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105098 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -13330787.000000 Penalty: 5736.572266
	Iteration 12Q: 3 clusters Score -1.333079e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105136 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -13330838.000000 Penalty: 5736.572266
	Iteration 13Q: 3 clusters Score -1.333084e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105157 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -13330904.000000 Penalty: 5736.572266
	Iteration 14Q: 3 clusters Score -1.33309e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105163 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -13330925.000000 Penalty: 5736.572266
	Iteration 15Q: 3 clusters Score -1.333092e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105169 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13330932.000000 Penalty: 5736.572266
	Iteration 16Q: 3 clusters Score -1.333093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105174 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13330977.000000 Penalty: 5736.572266
	Iteration 17Q: 3 clusters Score -1.333098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105179 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13330985.000000 Penalty: 5736.572266
	Iteration 18Q: 3 clusters Score -1.333098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105186 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -13331001.000000 Penalty: 5736.572266
	Iteration 19Q: 3 clusters Score -1.3331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105190 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -13331004.000000 Penalty: 5736.572266
	Iteration 20F: 3 clusters Score -1.3331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105191 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13331012.000000 Penalty: 5736.572266
	Iteration 21Q: 3 clusters Score -1.333101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105192 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -13331019.000000 Penalty: 5736.572266
	Iteration 22Q: 3 clusters Score -1.333102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105192 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -13331019.000000 Penalty: 5736.572266
	Iteration 23F: 3 clusters Score -1.333102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (113977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113977 members 
Entering Unmasked Estep 
Score: -14446127.000000 Penalty: 2887.650635
	Iteration 0F: 2 clusters Score -1.444613e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -14369543.000000 Penalty: 5775.301270
	Iteration 0F: 3 clusters Score -1.436954e+07 nChanged 54020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 54961 members 
Entering Unmasked Estep 
Score: -14401120.000000 Penalty: 5775.301270
	Iteration 1F: 3 clusters Score -1.440112e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 53806 members 
Entering Unmasked Estep 
Score: -14401947.000000 Penalty: 5775.301270
	Iteration 2Q: 3 clusters Score -1.440195e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -14402709.000000 Penalty: 5775.301270
	Iteration 3Q: 3 clusters Score -1.440271e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -14404084.000000 Penalty: 5775.301270
	Iteration 4Q: 3 clusters Score -1.440408e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -14406082.000000 Penalty: 5775.301270
	Iteration 5Q: 3 clusters Score -1.440608e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73019 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -14409405.000000 Penalty: 5775.301270
	Iteration 6Q: 3 clusters Score -1.44094e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79662 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -14414703.000000 Penalty: 5775.301270
	Iteration 7F: 3 clusters Score -1.44147e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86990 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -14421577.000000 Penalty: 5775.301270
	Iteration 8F: 3 clusters Score -1.442158e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93647 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -14428285.000000 Penalty: 5775.301270
	Iteration 9F: 3 clusters Score -1.442828e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98701 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -14433228.000000 Penalty: 5775.301270
	Iteration 10Q: 3 clusters Score -1.443323e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102154 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -14436475.000000 Penalty: 5775.301270
	Iteration 11Q: 3 clusters Score -1.443648e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104532 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -14438306.000000 Penalty: 5775.301270
	Iteration 12Q: 3 clusters Score -1.443831e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106350 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -14439601.000000 Penalty: 5775.301270
	Iteration 13Q: 3 clusters Score -1.44396e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107795 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -14440473.000000 Penalty: 5775.301270
	Iteration 14Q: 3 clusters Score -1.444047e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108977 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -14441217.000000 Penalty: 5775.301270
	Iteration 15Q: 3 clusters Score -1.444122e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109895 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -14441743.000000 Penalty: 5775.301270
	Iteration 16Q: 3 clusters Score -1.444174e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110636 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -14442219.000000 Penalty: 5775.301270
	Iteration 17Q: 3 clusters Score -1.444222e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111162 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -14442503.000000 Penalty: 5775.301270
	Iteration 18Q: 3 clusters Score -1.44425e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111565 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -14442702.000000 Penalty: 5775.301270
	Iteration 19Q: 3 clusters Score -1.44427e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111875 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -14442895.000000 Penalty: 5775.301270
	Iteration 20F: 3 clusters Score -1.44429e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112120 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -14443042.000000 Penalty: 5775.301270
	Iteration 21Q: 3 clusters Score -1.444304e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112321 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -14443141.000000 Penalty: 5775.301270
	Iteration 22Q: 3 clusters Score -1.444314e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112469 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -14443259.000000 Penalty: 5775.301270
	Iteration 23Q: 3 clusters Score -1.444326e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112588 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -14443309.000000 Penalty: 5775.301270
	Iteration 24Q: 3 clusters Score -1.444331e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112682 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -14443374.000000 Penalty: 5775.301270
	Iteration 25Q: 3 clusters Score -1.444337e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112758 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -14443419.000000 Penalty: 5775.301270
	Iteration 26Q: 3 clusters Score -1.444342e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112822 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -14443465.000000 Penalty: 5775.301270
	Iteration 27Q: 3 clusters Score -1.444346e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112869 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -14443469.000000 Penalty: 5775.301270
	Iteration 28Q: 3 clusters Score -1.444347e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112905 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -14443499.000000 Penalty: 5775.301270
	Iteration 29Q: 3 clusters Score -1.44435e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112933 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -14443509.000000 Penalty: 5775.301270
	Iteration 30Q: 3 clusters Score -1.444351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112950 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -14443522.000000 Penalty: 5775.301270
	Iteration 31Q: 3 clusters Score -1.444352e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112963 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -14443520.000000 Penalty: 5775.301270
	Iteration 32Q: 3 clusters Score -1.444352e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112985 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -14443523.000000 Penalty: 5775.301270
	Iteration 33Q: 3 clusters Score -1.444352e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113003 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -14443532.000000 Penalty: 5775.301270
	Iteration 34Q: 3 clusters Score -1.444353e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113021 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -14443543.000000 Penalty: 5775.301270
	Iteration 35Q: 3 clusters Score -1.444354e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113038 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -14443537.000000 Penalty: 5775.301270
	Iteration 36Q: 3 clusters Score -1.444354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113057 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -14443553.000000 Penalty: 5775.301270
	Iteration 37Q: 3 clusters Score -1.444355e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113072 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -14443566.000000 Penalty: 5775.301270
	Iteration 38Q: 3 clusters Score -1.444357e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113089 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -14443586.000000 Penalty: 5775.301270
	Iteration 39Q: 3 clusters Score -1.444359e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113102 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -14443609.000000 Penalty: 5775.301270
	Iteration 40F: 3 clusters Score -1.444361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113118 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -14443623.000000 Penalty: 5775.301270
	Iteration 41Q: 3 clusters Score -1.444362e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113130 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -14443620.000000 Penalty: 5775.301270
	Iteration 42Q: 3 clusters Score -1.444362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113137 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -14443619.000000 Penalty: 5775.301270
	Iteration 43Q: 3 clusters Score -1.444362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113142 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -14443616.000000 Penalty: 5775.301270
	Iteration 44Q: 3 clusters Score -1.444362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113147 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -14443612.000000 Penalty: 5775.301270
	Iteration 45Q: 3 clusters Score -1.444361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113150 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -14443614.000000 Penalty: 5775.301270
	Iteration 46Q: 3 clusters Score -1.444361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113150 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -14443614.000000 Penalty: 5775.301270
	Iteration 47F: 3 clusters Score -1.444361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -74246.367188 Penalty: 1630.964355
	Iteration 0F: 2 clusters Score -74246.37 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 350 members 
Entering Unmasked Estep 
Score: -72592.414062 Penalty: 3261.928711
	Iteration 0F: 3 clusters Score -72592.41 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72916.289062 Penalty: 3261.928711
	Iteration 1F: 3 clusters Score -72916.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -73022.546875 Penalty: 3261.928711
	Iteration 2F: 3 clusters Score -73022.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -73138.734375 Penalty: 3261.928711
	Iteration 3Q: 3 clusters Score -73138.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -73455.109375 Penalty: 3261.928711
	Iteration 4F: 3 clusters Score -73455.11 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73835.757812 Penalty: 3261.928711
	Iteration 5F: 3 clusters Score -73835.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -74018.578125 Penalty: 3261.928711
	Iteration 6Q: 3 clusters Score -74018.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -74126.578125 Penalty: 3261.928711
	Iteration 7Q: 3 clusters Score -74126.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74180.078125 Penalty: 3261.928711
	Iteration 8Q: 3 clusters Score -74180.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74219.484375 Penalty: 3261.928711
	Iteration 9Q: 3 clusters Score -74219.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74245.515625 Penalty: 3261.928711
	Iteration 10Q: 3 clusters Score -74245.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74258.914062 Penalty: 3261.928711
	Iteration 11Q: 3 clusters Score -74258.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74278.507812 Penalty: 3261.928711
	Iteration 12Q: 3 clusters Score -74278.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74301.773438 Penalty: 3261.928711
	Iteration 13Q: 3 clusters Score -74301.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74309.796875 Penalty: 3261.928711
	Iteration 14Q: 3 clusters Score -74309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74312.234375 Penalty: 3261.928711
	Iteration 15Q: 3 clusters Score -74312.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74312.234375 Penalty: 3261.928711
	Iteration 16F: 3 clusters Score -74312.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 49220 members 
Mstep: Class 4 contains 12019 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 712 members 
Mstep: Class 8 contains 167099 members 
Mstep: Class 9 contains 105416 members 
Mstep: Class 10 contains 113977 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 172492 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 47843 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8102 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 170723 members 
Mstep: Class 20 contains 72794 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
Score: -119272376.000000 Penalty: 71765.531250
Splitting cluster 11 changes total score from -119274120.000000 to -119272376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -147411.468750 Penalty: 1762.234985
	Iteration 0F: 2 clusters Score -147411.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -145290.046875 Penalty: 3524.469971
	Iteration 0F: 3 clusters Score -145290 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -145603.468750 Penalty: 3524.469971
	Iteration 1F: 3 clusters Score -145603.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -145689.437500 Penalty: 3524.469971
	Iteration 2F: 3 clusters Score -145689.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -145722.812500 Penalty: 3524.469971
	Iteration 3Q: 3 clusters Score -145722.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -145742.125000 Penalty: 3524.469971
	Iteration 4Q: 3 clusters Score -145742.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -145753.281250 Penalty: 3524.469971
	Iteration 5Q: 3 clusters Score -145753.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -145761.937500 Penalty: 3524.469971
	Iteration 6Q: 3 clusters Score -145761.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -145771.109375 Penalty: 3524.469971
	Iteration 7Q: 3 clusters Score -145771.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -145778.078125 Penalty: 3524.469971
	Iteration 8Q: 3 clusters Score -145778.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -145780.343750 Penalty: 3524.469971
	Iteration 9Q: 3 clusters Score -145780.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -145781.843750 Penalty: 3524.469971
	Iteration 10Q: 3 clusters Score -145781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -145784.500000 Penalty: 3524.469971
	Iteration 11Q: 3 clusters Score -145784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -145787.046875 Penalty: 3524.469971
	Iteration 12Q: 3 clusters Score -145787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -145788.515625 Penalty: 3524.469971
	Iteration 13Q: 3 clusters Score -145788.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -145792.593750 Penalty: 3524.469971
	Iteration 14Q: 3 clusters Score -145792.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -145796.671875 Penalty: 3524.469971
	Iteration 15Q: 3 clusters Score -145796.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -145801.781250 Penalty: 3524.469971
	Iteration 16Q: 3 clusters Score -145801.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -145805.093750 Penalty: 3524.469971
	Iteration 17Q: 3 clusters Score -145805.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -145807.531250 Penalty: 3524.469971
	Iteration 18Q: 3 clusters Score -145807.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -145810.109375 Penalty: 3524.469971
	Iteration 19Q: 3 clusters Score -145810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -145811.468750 Penalty: 3524.469971
	Iteration 20F: 3 clusters Score -145811.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -145811.953125 Penalty: 3524.469971
	Iteration 21Q: 3 clusters Score -145812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -145811.953125 Penalty: 3524.469971
	Iteration 22F: 3 clusters Score -145812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (172492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172492 members 
Entering Unmasked Estep 
Score: -21808978.000000 Penalty: 2990.410400
	Iteration 0F: 2 clusters Score -2.180898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 86062 members 
Entering Unmasked Estep 
Score: -21694832.000000 Penalty: 5980.820801
	Iteration 0F: 3 clusters Score -2.169483e+07 nChanged 82584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88094 members 
Mstep: Class 2 contains 84398 members 
Entering Unmasked Estep 
Score: -21743078.000000 Penalty: 5980.820801
	Iteration 1F: 3 clusters Score -2.174308e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89137 members 
Mstep: Class 2 contains 83355 members 
Entering Unmasked Estep 
Score: -21744106.000000 Penalty: 5980.820801
	Iteration 2Q: 3 clusters Score -2.174411e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90693 members 
Mstep: Class 2 contains 81799 members 
Entering Unmasked Estep 
Score: -21745406.000000 Penalty: 5980.820801
	Iteration 3Q: 3 clusters Score -2.174541e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92796 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
Score: -21747092.000000 Penalty: 5980.820801
	Iteration 4Q: 3 clusters Score -2.174709e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 76612 members 
Entering Unmasked Estep 
Score: -21749560.000000 Penalty: 5980.820801
	Iteration 5Q: 3 clusters Score -2.174956e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100141 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -21753472.000000 Penalty: 5980.820801
	Iteration 6Q: 3 clusters Score -2.175347e+07 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105583 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -21758620.000000 Penalty: 5980.820801
	Iteration 7F: 3 clusters Score -2.175862e+07 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111849 members 
Mstep: Class 2 contains 60643 members 
Entering Unmasked Estep 
Score: -21765550.000000 Penalty: 5980.820801
	Iteration 8F: 3 clusters Score -2.176555e+07 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118019 members 
Mstep: Class 2 contains 54473 members 
Entering Unmasked Estep 
Score: -21772952.000000 Penalty: 5980.820801
	Iteration 9F: 3 clusters Score -2.177295e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123180 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -21779182.000000 Penalty: 5980.820801
	Iteration 10F: 3 clusters Score -2.177918e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127115 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -21783182.000000 Penalty: 5980.820801
	Iteration 11Q: 3 clusters Score -2.178318e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130444 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -21785462.000000 Penalty: 5980.820801
	Iteration 12Q: 3 clusters Score -2.178546e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133533 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -21786860.000000 Penalty: 5980.820801
	Iteration 13Q: 3 clusters Score -2.178686e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136674 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -21788022.000000 Penalty: 5980.820801
	Iteration 14Q: 3 clusters Score -2.178802e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139986 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -21789262.000000 Penalty: 5980.820801
	Iteration 15Q: 3 clusters Score -2.178926e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143406 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -21790676.000000 Penalty: 5980.820801
	Iteration 16Q: 3 clusters Score -2.179068e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146860 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -21792194.000000 Penalty: 5980.820801
	Iteration 17Q: 3 clusters Score -2.179219e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150258 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -21793836.000000 Penalty: 5980.820801
	Iteration 18Q: 3 clusters Score -2.179384e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153710 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -21795698.000000 Penalty: 5980.820801
	Iteration 19Q: 3 clusters Score -2.17957e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156957 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -21797350.000000 Penalty: 5980.820801
	Iteration 20F: 3 clusters Score -2.179735e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159962 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -21799028.000000 Penalty: 5980.820801
	Iteration 21Q: 3 clusters Score -2.179903e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162726 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -21800782.000000 Penalty: 5980.820801
	Iteration 22Q: 3 clusters Score -2.180078e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165249 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -21802266.000000 Penalty: 5980.820801
	Iteration 23Q: 3 clusters Score -2.180227e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167335 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -21803554.000000 Penalty: 5980.820801
	Iteration 24Q: 3 clusters Score -2.180355e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168938 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -21804494.000000 Penalty: 5980.820801
	Iteration 25Q: 3 clusters Score -2.180449e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170122 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -21805190.000000 Penalty: 5980.820801
	Iteration 26Q: 3 clusters Score -2.180519e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170886 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -21805666.000000 Penalty: 5980.820801
	Iteration 27Q: 3 clusters Score -2.180567e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171338 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -21805892.000000 Penalty: 5980.820801
	Iteration 28Q: 3 clusters Score -2.180589e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171591 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -21806072.000000 Penalty: 5980.820801
	Iteration 29Q: 3 clusters Score -2.180607e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171759 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -21806164.000000 Penalty: 5980.820801
	Iteration 30Q: 3 clusters Score -2.180616e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171858 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -21806208.000000 Penalty: 5980.820801
	Iteration 31Q: 3 clusters Score -2.180621e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171918 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -21806282.000000 Penalty: 5980.820801
	Iteration 32Q: 3 clusters Score -2.180628e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171953 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -21806348.000000 Penalty: 5980.820801
	Iteration 33Q: 3 clusters Score -2.180635e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171993 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -21806356.000000 Penalty: 5980.820801
	Iteration 34Q: 3 clusters Score -2.180636e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172008 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -21806394.000000 Penalty: 5980.820801
	Iteration 35Q: 3 clusters Score -2.180639e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172026 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -21806414.000000 Penalty: 5980.820801
	Iteration 36Q: 3 clusters Score -2.180641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172036 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -21806418.000000 Penalty: 5980.820801
	Iteration 37Q: 3 clusters Score -2.180642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172044 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -21806434.000000 Penalty: 5980.820801
	Iteration 38Q: 3 clusters Score -2.180643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172048 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -21806434.000000 Penalty: 5980.820801
	Iteration 39Q: 3 clusters Score -2.180643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172051 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -21806430.000000 Penalty: 5980.820801
	Iteration 40F: 3 clusters Score -2.180643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172055 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -21806416.000000 Penalty: 5980.820801
	Iteration 41Q: 3 clusters Score -2.180642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172055 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -21806416.000000 Penalty: 5980.820801
	Iteration 42F: 3 clusters Score -2.180642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -175562.781250 Penalty: 1806.635620
	Iteration 0F: 2 clusters Score -175562.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -173271.750000 Penalty: 3613.271240
	Iteration 0F: 3 clusters Score -173271.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -173643.265625 Penalty: 3613.271240
	Iteration 1F: 3 clusters Score -173643.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -173773.906250 Penalty: 3613.271240
	Iteration 2F: 3 clusters Score -173773.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -173834.953125 Penalty: 3613.271240
	Iteration 3Q: 3 clusters Score -173835 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -173877.953125 Penalty: 3613.271240
	Iteration 4Q: 3 clusters Score -173878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -173899.718750 Penalty: 3613.271240
	Iteration 5Q: 3 clusters Score -173899.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -173919.968750 Penalty: 3613.271240
	Iteration 6Q: 3 clusters Score -173920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -173930.234375 Penalty: 3613.271240
	Iteration 7Q: 3 clusters Score -173930.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -173939.859375 Penalty: 3613.271240
	Iteration 8Q: 3 clusters Score -173939.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -173947.203125 Penalty: 3613.271240
	Iteration 9Q: 3 clusters Score -173947.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -173952.281250 Penalty: 3613.271240
	Iteration 10Q: 3 clusters Score -173952.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -173952.765625 Penalty: 3613.271240
	Iteration 11Q: 3 clusters Score -173952.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -173952.765625 Penalty: 3613.271240
	Iteration 12F: 3 clusters Score -173952.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Entering Unmasked Estep 
Score: -6080063.000000 Penalty: 2672.368652
	Iteration 0F: 2 clusters Score -6080063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -6047785.500000 Penalty: 5344.737305
	Iteration 0F: 3 clusters Score -6047786 nChanged 21980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -6060245.000000 Penalty: 5344.737305
	Iteration 1F: 3 clusters Score -6060245 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -6061286.500000 Penalty: 5344.737305
	Iteration 2Q: 3 clusters Score -6061286 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -6062550.500000 Penalty: 5344.737305
	Iteration 3F: 3 clusters Score -6062550 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -6064031.000000 Penalty: 5344.737305
	Iteration 4F: 3 clusters Score -6064031 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -6065641.500000 Penalty: 5344.737305
	Iteration 5F: 3 clusters Score -6065642 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -6067279.500000 Penalty: 5344.737305
	Iteration 6F: 3 clusters Score -6067280 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -6068919.000000 Penalty: 5344.737305
	Iteration 7F: 3 clusters Score -6068919 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -6070323.000000 Penalty: 5344.737305
	Iteration 8F: 3 clusters Score -6070323 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -6071430.500000 Penalty: 5344.737305
	Iteration 9Q: 3 clusters Score -6071430 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -6072200.000000 Penalty: 5344.737305
	Iteration 10Q: 3 clusters Score -6072200 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -6072700.500000 Penalty: 5344.737305
	Iteration 11Q: 3 clusters Score -6072700 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -6073040.000000 Penalty: 5344.737305
	Iteration 12Q: 3 clusters Score -6073040 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -6073183.000000 Penalty: 5344.737305
	Iteration 13Q: 3 clusters Score -6073183 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -6073288.500000 Penalty: 5344.737305
	Iteration 14Q: 3 clusters Score -6073288 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -6073330.000000 Penalty: 5344.737305
	Iteration 15Q: 3 clusters Score -6073330 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -6073402.500000 Penalty: 5344.737305
	Iteration 16Q: 3 clusters Score -6073402 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -6073437.500000 Penalty: 5344.737305
	Iteration 17Q: 3 clusters Score -6073438 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -6073505.000000 Penalty: 5344.737305
	Iteration 18Q: 3 clusters Score -6073505 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -6073538.500000 Penalty: 5344.737305
	Iteration 19Q: 3 clusters Score -6073538 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -6073617.000000 Penalty: 5344.737305
	Iteration 20F: 3 clusters Score -6073617 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -6073679.500000 Penalty: 5344.737305
	Iteration 21Q: 3 clusters Score -6073680 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -6073747.500000 Penalty: 5344.737305
	Iteration 22Q: 3 clusters Score -6073748 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -6073812.000000 Penalty: 5344.737305
	Iteration 23Q: 3 clusters Score -6073812 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -6073858.000000 Penalty: 5344.737305
	Iteration 24Q: 3 clusters Score -6073858 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -6073932.500000 Penalty: 5344.737305
	Iteration 25Q: 3 clusters Score -6073932 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -6074015.500000 Penalty: 5344.737305
	Iteration 26Q: 3 clusters Score -6074016 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -6074091.500000 Penalty: 5344.737305
	Iteration 27Q: 3 clusters Score -6074092 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -6074182.500000 Penalty: 5344.737305
	Iteration 28Q: 3 clusters Score -6074182 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -6074242.500000 Penalty: 5344.737305
	Iteration 29Q: 3 clusters Score -6074242 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -6074345.500000 Penalty: 5344.737305
	Iteration 30Q: 3 clusters Score -6074346 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -6074416.000000 Penalty: 5344.737305
	Iteration 31Q: 3 clusters Score -6074416 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -6074579.500000 Penalty: 5344.737305
	Iteration 32Q: 3 clusters Score -6074580 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -6074728.000000 Penalty: 5344.737305
	Iteration 33Q: 3 clusters Score -6074728 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -6074903.000000 Penalty: 5344.737305
	Iteration 34Q: 3 clusters Score -6074903 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -6075091.000000 Penalty: 5344.737305
	Iteration 35Q: 3 clusters Score -6075091 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -6075280.000000 Penalty: 5344.737305
	Iteration 36Q: 3 clusters Score -6075280 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -6075471.500000 Penalty: 5344.737305
	Iteration 37Q: 3 clusters Score -6075472 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -6075655.500000 Penalty: 5344.737305
	Iteration 38Q: 3 clusters Score -6075656 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -6075842.500000 Penalty: 5344.737305
	Iteration 39Q: 3 clusters Score -6075842 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -6076071.500000 Penalty: 5344.737305
	Iteration 40F: 3 clusters Score -6076072 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -6076299.500000 Penalty: 5344.737305
	Iteration 41Q: 3 clusters Score -6076300 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -6076559.500000 Penalty: 5344.737305
	Iteration 42Q: 3 clusters Score -6076560 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -6076791.000000 Penalty: 5344.737305
	Iteration 43Q: 3 clusters Score -6076791 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -6077053.000000 Penalty: 5344.737305
	Iteration 44Q: 3 clusters Score -6077053 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -6077285.500000 Penalty: 5344.737305
	Iteration 45Q: 3 clusters Score -6077286 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -6077491.500000 Penalty: 5344.737305
	Iteration 46Q: 3 clusters Score -6077492 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -6077652.000000 Penalty: 5344.737305
	Iteration 47Q: 3 clusters Score -6077652 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -6077815.000000 Penalty: 5344.737305
	Iteration 48Q: 3 clusters Score -6077815 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -6077950.000000 Penalty: 5344.737305
	Iteration 49Q: 3 clusters Score -6077950 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -6078069.000000 Penalty: 5344.737305
	Iteration 50Q: 3 clusters Score -6078069 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -6078177.000000 Penalty: 5344.737305
	Iteration 51Q: 3 clusters Score -6078177 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -6078250.000000 Penalty: 5344.737305
	Iteration 52Q: 3 clusters Score -6078250 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -6078306.500000 Penalty: 5344.737305
	Iteration 53Q: 3 clusters Score -6078306 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -6078365.500000 Penalty: 5344.737305
	Iteration 54Q: 3 clusters Score -6078366 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -6078415.000000 Penalty: 5344.737305
	Iteration 55Q: 3 clusters Score -6078415 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -6078477.000000 Penalty: 5344.737305
	Iteration 56Q: 3 clusters Score -6078477 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -6078517.000000 Penalty: 5344.737305
	Iteration 57Q: 3 clusters Score -6078517 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -6078535.000000 Penalty: 5344.737305
	Iteration 58Q: 3 clusters Score -6078535 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -6078567.500000 Penalty: 5344.737305
	Iteration 59Q: 3 clusters Score -6078568 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -6078596.000000 Penalty: 5344.737305
	Iteration 60F: 3 clusters Score -6078596 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -6078621.000000 Penalty: 5344.737305
	Iteration 61Q: 3 clusters Score -6078621 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -6078626.500000 Penalty: 5344.737305
	Iteration 62Q: 3 clusters Score -6078626 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -6078647.500000 Penalty: 5344.737305
	Iteration 63Q: 3 clusters Score -6078648 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -6078652.500000 Penalty: 5344.737305
	Iteration 64Q: 3 clusters Score -6078652 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -6078667.000000 Penalty: 5344.737305
	Iteration 65Q: 3 clusters Score -6078667 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -6078672.000000 Penalty: 5344.737305
	Iteration 66Q: 3 clusters Score -6078672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -6078680.500000 Penalty: 5344.737305
	Iteration 67Q: 3 clusters Score -6078680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -6078692.500000 Penalty: 5344.737305
	Iteration 68Q: 3 clusters Score -6078692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -6078695.500000 Penalty: 5344.737305
	Iteration 69Q: 3 clusters Score -6078696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -6078699.000000 Penalty: 5344.737305
	Iteration 70Q: 3 clusters Score -6078699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -6078701.000000 Penalty: 5344.737305
	Iteration 71Q: 3 clusters Score -6078701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -6078695.500000 Penalty: 5344.737305
	Iteration 72Q: 3 clusters Score -6078696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -6078708.000000 Penalty: 5344.737305
	Iteration 73Q: 3 clusters Score -6078708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -6078715.500000 Penalty: 5344.737305
	Iteration 74Q: 3 clusters Score -6078716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -6078728.000000 Penalty: 5344.737305
	Iteration 75Q: 3 clusters Score -6078728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -6078736.500000 Penalty: 5344.737305
	Iteration 76Q: 3 clusters Score -6078736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -6078761.500000 Penalty: 5344.737305
	Iteration 77Q: 3 clusters Score -6078762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -6078756.000000 Penalty: 5344.737305
	Iteration 78Q: 3 clusters Score -6078756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -6078758.000000 Penalty: 5344.737305
	Iteration 79Q: 3 clusters Score -6078758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -6078761.500000 Penalty: 5344.737305
	Iteration 80F: 3 clusters Score -6078762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -6078761.000000 Penalty: 5344.737305
	Iteration 81Q: 3 clusters Score -6078761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -6078782.000000 Penalty: 5344.737305
	Iteration 82Q: 3 clusters Score -6078782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -6078769.000000 Penalty: 5344.737305
	Iteration 83Q: 3 clusters Score -6078769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -6078770.500000 Penalty: 5344.737305
	Iteration 84Q: 3 clusters Score -6078770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -6078769.000000 Penalty: 5344.737305
	Iteration 85Q: 3 clusters Score -6078769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -6078779.000000 Penalty: 5344.737305
	Iteration 86Q: 3 clusters Score -6078779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -6078782.500000 Penalty: 5344.737305
	Iteration 87Q: 3 clusters Score -6078782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -6078774.500000 Penalty: 5344.737305
	Iteration 88Q: 3 clusters Score -6078774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -6078783.500000 Penalty: 5344.737305
	Iteration 89Q: 3 clusters Score -6078784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -6078783.500000 Penalty: 5344.737305
	Iteration 90Q: 3 clusters Score -6078784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -6078780.000000 Penalty: 5344.737305
	Iteration 91Q: 3 clusters Score -6078780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -6078780.500000 Penalty: 5344.737305
	Iteration 92Q: 3 clusters Score -6078780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 45874 members 
Entering Unmasked Estep 
Score: -6078781.500000 Penalty: 5344.737305
	Iteration 93Q: 3 clusters Score -6078782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -6078779.500000 Penalty: 5344.737305
	Iteration 94Q: 3 clusters Score -6078780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -6078780.000000 Penalty: 5344.737305
	Iteration 95Q: 3 clusters Score -6078780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -6078780.000000 Penalty: 5344.737305
	Iteration 96F: 3 clusters Score -6078780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -291549.531250 Penalty: 1931.784668
	Iteration 0F: 2 clusters Score -291549.5 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 1172 members 
Entering Unmasked Estep 
Score: -288675.968750 Penalty: 3863.569336
	Iteration 0F: 3 clusters Score -288676 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -289263.843750 Penalty: 3863.569336
	Iteration 1F: 3 clusters Score -289263.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -289391.843750 Penalty: 3863.569336
	Iteration 2F: 3 clusters Score -289391.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -289455.375000 Penalty: 3863.569336
	Iteration 3Q: 3 clusters Score -289455.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -289505.187500 Penalty: 3863.569336
	Iteration 4Q: 3 clusters Score -289505.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -289535.531250 Penalty: 3863.569336
	Iteration 5Q: 3 clusters Score -289535.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -289548.343750 Penalty: 3863.569336
	Iteration 6Q: 3 clusters Score -289548.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -289552.500000 Penalty: 3863.569336
	Iteration 7Q: 3 clusters Score -289552.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -289559.531250 Penalty: 3863.569336
	Iteration 8Q: 3 clusters Score -289559.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -289566.125000 Penalty: 3863.569336
	Iteration 9Q: 3 clusters Score -289566.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -289570.375000 Penalty: 3863.569336
	Iteration 10Q: 3 clusters Score -289570.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -289576.781250 Penalty: 3863.569336
	Iteration 11Q: 3 clusters Score -289576.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -289585.343750 Penalty: 3863.569336
	Iteration 12Q: 3 clusters Score -289585.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -289590.375000 Penalty: 3863.569336
	Iteration 13Q: 3 clusters Score -289590.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -289591.156250 Penalty: 3863.569336
	Iteration 14Q: 3 clusters Score -289591.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -289592.062500 Penalty: 3863.569336
	Iteration 15Q: 3 clusters Score -289592.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -289592.062500 Penalty: 3863.569336
	Iteration 16F: 3 clusters Score -289592.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Entering Unmasked Estep 
Score: -975632.250000 Penalty: 2231.966797
	Iteration 0F: 2 clusters Score -975632.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -969160.687500 Penalty: 4463.933594
	Iteration 0F: 3 clusters Score -969160.7 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -970996.812500 Penalty: 4463.933594
	Iteration 1F: 3 clusters Score -970996.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -971444.875000 Penalty: 4463.933594
	Iteration 2F: 3 clusters Score -971444.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -971892.500000 Penalty: 4463.933594
	Iteration 3F: 3 clusters Score -971892.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -972354.937500 Penalty: 4463.933594
	Iteration 4F: 3 clusters Score -972354.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -972806.250000 Penalty: 4463.933594
	Iteration 5F: 3 clusters Score -972806.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -973213.062500 Penalty: 4463.933594
	Iteration 6F: 3 clusters Score -973213.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -973533.812500 Penalty: 4463.933594
	Iteration 7F: 3 clusters Score -973533.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -973793.187500 Penalty: 4463.933594
	Iteration 8Q: 3 clusters Score -973793.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -973972.312500 Penalty: 4463.933594
	Iteration 9Q: 3 clusters Score -973972.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -974072.750000 Penalty: 4463.933594
	Iteration 10Q: 3 clusters Score -974072.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -974160.750000 Penalty: 4463.933594
	Iteration 11Q: 3 clusters Score -974160.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -974207.500000 Penalty: 4463.933594
	Iteration 12Q: 3 clusters Score -974207.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -974237.812500 Penalty: 4463.933594
	Iteration 13Q: 3 clusters Score -974237.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -974255.375000 Penalty: 4463.933594
	Iteration 14Q: 3 clusters Score -974255.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -974275.125000 Penalty: 4463.933594
	Iteration 15Q: 3 clusters Score -974275.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -974293.812500 Penalty: 4463.933594
	Iteration 16Q: 3 clusters Score -974293.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -974307.000000 Penalty: 4463.933594
	Iteration 17Q: 3 clusters Score -974307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -974319.437500 Penalty: 4463.933594
	Iteration 18Q: 3 clusters Score -974319.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -974329.875000 Penalty: 4463.933594
	Iteration 19Q: 3 clusters Score -974329.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -974343.312500 Penalty: 4463.933594
	Iteration 20F: 3 clusters Score -974343.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -974354.750000 Penalty: 4463.933594
	Iteration 21Q: 3 clusters Score -974354.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -974359.625000 Penalty: 4463.933594
	Iteration 22Q: 3 clusters Score -974359.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -974363.375000 Penalty: 4463.933594
	Iteration 23Q: 3 clusters Score -974363.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -974369.687500 Penalty: 4463.933594
	Iteration 24Q: 3 clusters Score -974369.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -974374.937500 Penalty: 4463.933594
	Iteration 25Q: 3 clusters Score -974374.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -974380.062500 Penalty: 4463.933594
	Iteration 26Q: 3 clusters Score -974380.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -974385.062500 Penalty: 4463.933594
	Iteration 27Q: 3 clusters Score -974385.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -974392.937500 Penalty: 4463.933594
	Iteration 28Q: 3 clusters Score -974392.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -974395.437500 Penalty: 4463.933594
	Iteration 29Q: 3 clusters Score -974395.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -974400.687500 Penalty: 4463.933594
	Iteration 30Q: 3 clusters Score -974400.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -974402.437500 Penalty: 4463.933594
	Iteration 31Q: 3 clusters Score -974402.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -974409.875000 Penalty: 4463.933594
	Iteration 32Q: 3 clusters Score -974409.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -974416.125000 Penalty: 4463.933594
	Iteration 33Q: 3 clusters Score -974416.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -974423.562500 Penalty: 4463.933594
	Iteration 34Q: 3 clusters Score -974423.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -974434.500000 Penalty: 4463.933594
	Iteration 35Q: 3 clusters Score -974434.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -974441.562500 Penalty: 4463.933594
	Iteration 36Q: 3 clusters Score -974441.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -974452.937500 Penalty: 4463.933594
	Iteration 37Q: 3 clusters Score -974452.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -974464.250000 Penalty: 4463.933594
	Iteration 38Q: 3 clusters Score -974464.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -974470.937500 Penalty: 4463.933594
	Iteration 39Q: 3 clusters Score -974470.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -974475.750000 Penalty: 4463.933594
	Iteration 40F: 3 clusters Score -974475.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -974480.000000 Penalty: 4463.933594
	Iteration 41Q: 3 clusters Score -974480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -974483.250000 Penalty: 4463.933594
	Iteration 42Q: 3 clusters Score -974483.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -974487.000000 Penalty: 4463.933594
	Iteration 43Q: 3 clusters Score -974487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -974490.562500 Penalty: 4463.933594
	Iteration 44Q: 3 clusters Score -974490.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -974492.375000 Penalty: 4463.933594
	Iteration 45Q: 3 clusters Score -974492.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -974492.062500 Penalty: 4463.933594
	Iteration 46Q: 3 clusters Score -974492.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -974492.062500 Penalty: 4463.933594
	Iteration 47F: 3 clusters Score -974492.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (170723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170723 members 
Entering Unmasked Estep 
Score: -21466542.000000 Penalty: 2987.853760
	Iteration 0F: 2 clusters Score -2.146654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85344 members 
Mstep: Class 2 contains 85379 members 
Entering Unmasked Estep 
Score: -21352916.000000 Penalty: 5975.707520
	Iteration 0F: 3 clusters Score -2.135292e+07 nChanged 81854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 87889 members 
Entering Unmasked Estep 
Score: -21400780.000000 Penalty: 5975.707520
	Iteration 1F: 3 clusters Score -2.140078e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81311 members 
Mstep: Class 2 contains 89412 members 
Entering Unmasked Estep 
Score: -21402796.000000 Penalty: 5975.707520
	Iteration 2Q: 3 clusters Score -2.14028e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78781 members 
Mstep: Class 2 contains 91942 members 
Entering Unmasked Estep 
Score: -21405864.000000 Penalty: 5975.707520
	Iteration 3Q: 3 clusters Score -2.140586e+07 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74617 members 
Mstep: Class 2 contains 96106 members 
Entering Unmasked Estep 
Score: -21410826.000000 Penalty: 5975.707520
	Iteration 4F: 3 clusters Score -2.141083e+07 nChanged 11542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68451 members 
Mstep: Class 2 contains 102272 members 
Entering Unmasked Estep 
Score: -21418802.000000 Penalty: 5975.707520
	Iteration 5F: 3 clusters Score -2.14188e+07 nChanged 13596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 110272 members 
Entering Unmasked Estep 
Score: -21430842.000000 Penalty: 5975.707520
	Iteration 6F: 3 clusters Score -2.143084e+07 nChanged 13424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 118064 members 
Entering Unmasked Estep 
Score: -21444470.000000 Penalty: 5975.707520
	Iteration 7F: 3 clusters Score -2.144447e+07 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 123026 members 
Entering Unmasked Estep 
Score: -21452540.000000 Penalty: 5975.707520
	Iteration 8F: 3 clusters Score -2.145254e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 125931 members 
Entering Unmasked Estep 
Score: -21455552.000000 Penalty: 5975.707520
	Iteration 9Q: 3 clusters Score -2.145555e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 128132 members 
Entering Unmasked Estep 
Score: -21456856.000000 Penalty: 5975.707520
	Iteration 10Q: 3 clusters Score -2.145686e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 130127 members 
Entering Unmasked Estep 
Score: -21457700.000000 Penalty: 5975.707520
	Iteration 11Q: 3 clusters Score -2.14577e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 131916 members 
Entering Unmasked Estep 
Score: -21458400.000000 Penalty: 5975.707520
	Iteration 12Q: 3 clusters Score -2.14584e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 133593 members 
Entering Unmasked Estep 
Score: -21458920.000000 Penalty: 5975.707520
	Iteration 13Q: 3 clusters Score -2.145892e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 135254 members 
Entering Unmasked Estep 
Score: -21459514.000000 Penalty: 5975.707520
	Iteration 14Q: 3 clusters Score -2.145951e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 136824 members 
Entering Unmasked Estep 
Score: -21460014.000000 Penalty: 5975.707520
	Iteration 15Q: 3 clusters Score -2.146001e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 138360 members 
Entering Unmasked Estep 
Score: -21460474.000000 Penalty: 5975.707520
	Iteration 16Q: 3 clusters Score -2.146047e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 139863 members 
Entering Unmasked Estep 
Score: -21460910.000000 Penalty: 5975.707520
	Iteration 17Q: 3 clusters Score -2.146091e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 141324 members 
Entering Unmasked Estep 
Score: -21461124.000000 Penalty: 5975.707520
	Iteration 18Q: 3 clusters Score -2.146112e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 142803 members 
Entering Unmasked Estep 
Score: -21461566.000000 Penalty: 5975.707520
	Iteration 19Q: 3 clusters Score -2.146157e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 144215 members 
Entering Unmasked Estep 
Score: -21461902.000000 Penalty: 5975.707520
	Iteration 20F: 3 clusters Score -2.14619e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 145580 members 
Entering Unmasked Estep 
Score: -21462290.000000 Penalty: 5975.707520
	Iteration 21Q: 3 clusters Score -2.146229e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 146841 members 
Entering Unmasked Estep 
Score: -21462642.000000 Penalty: 5975.707520
	Iteration 22Q: 3 clusters Score -2.146264e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 148037 members 
Entering Unmasked Estep 
Score: -21463040.000000 Penalty: 5975.707520
	Iteration 23Q: 3 clusters Score -2.146304e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 149185 members 
Entering Unmasked Estep 
Score: -21463264.000000 Penalty: 5975.707520
	Iteration 24Q: 3 clusters Score -2.146326e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 150270 members 
Entering Unmasked Estep 
Score: -21463474.000000 Penalty: 5975.707520
	Iteration 25Q: 3 clusters Score -2.146347e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 151296 members 
Entering Unmasked Estep 
Score: -21463796.000000 Penalty: 5975.707520
	Iteration 26Q: 3 clusters Score -2.14638e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 152254 members 
Entering Unmasked Estep 
Score: -21464000.000000 Penalty: 5975.707520
	Iteration 27Q: 3 clusters Score -2.1464e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 153149 members 
Entering Unmasked Estep 
Score: -21464216.000000 Penalty: 5975.707520
	Iteration 28Q: 3 clusters Score -2.146422e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 154012 members 
Entering Unmasked Estep 
Score: -21464334.000000 Penalty: 5975.707520
	Iteration 29Q: 3 clusters Score -2.146433e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 154798 members 
Entering Unmasked Estep 
Score: -21464464.000000 Penalty: 5975.707520
	Iteration 30Q: 3 clusters Score -2.146446e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 155524 members 
Entering Unmasked Estep 
Score: -21464620.000000 Penalty: 5975.707520
	Iteration 31Q: 3 clusters Score -2.146462e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 156256 members 
Entering Unmasked Estep 
Score: -21464732.000000 Penalty: 5975.707520
	Iteration 32Q: 3 clusters Score -2.146473e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 156922 members 
Entering Unmasked Estep 
Score: -21464836.000000 Penalty: 5975.707520
	Iteration 33Q: 3 clusters Score -2.146484e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 157554 members 
Entering Unmasked Estep 
Score: -21464992.000000 Penalty: 5975.707520
	Iteration 34Q: 3 clusters Score -2.146499e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 158157 members 
Entering Unmasked Estep 
Score: -21465048.000000 Penalty: 5975.707520
	Iteration 35Q: 3 clusters Score -2.146505e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 158694 members 
Entering Unmasked Estep 
Score: -21465134.000000 Penalty: 5975.707520
	Iteration 36Q: 3 clusters Score -2.146513e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 159211 members 
Entering Unmasked Estep 
Score: -21465228.000000 Penalty: 5975.707520
	Iteration 37Q: 3 clusters Score -2.146523e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 159688 members 
Entering Unmasked Estep 
Score: -21465246.000000 Penalty: 5975.707520
	Iteration 38Q: 3 clusters Score -2.146525e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 160148 members 
Entering Unmasked Estep 
Score: -21465402.000000 Penalty: 5975.707520
	Iteration 39Q: 3 clusters Score -2.14654e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 160555 members 
Entering Unmasked Estep 
Score: -21465578.000000 Penalty: 5975.707520
	Iteration 40F: 3 clusters Score -2.146558e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 160955 members 
Entering Unmasked Estep 
Score: -21465632.000000 Penalty: 5975.707520
	Iteration 41Q: 3 clusters Score -2.146563e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 161309 members 
Entering Unmasked Estep 
Score: -21465682.000000 Penalty: 5975.707520
	Iteration 42Q: 3 clusters Score -2.146568e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 161608 members 
Entering Unmasked Estep 
Score: -21465706.000000 Penalty: 5975.707520
	Iteration 43Q: 3 clusters Score -2.146571e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 161880 members 
Entering Unmasked Estep 
Score: -21465716.000000 Penalty: 5975.707520
	Iteration 44Q: 3 clusters Score -2.146572e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 162115 members 
Entering Unmasked Estep 
Score: -21465706.000000 Penalty: 5975.707520
	Iteration 45Q: 3 clusters Score -2.146571e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 162324 members 
Entering Unmasked Estep 
Score: -21465718.000000 Penalty: 5975.707520
	Iteration 46Q: 3 clusters Score -2.146572e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 162530 members 
Entering Unmasked Estep 
Score: -21465730.000000 Penalty: 5975.707520
	Iteration 47Q: 3 clusters Score -2.146573e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 162694 members 
Entering Unmasked Estep 
Score: -21465720.000000 Penalty: 5975.707520
	Iteration 48Q: 3 clusters Score -2.146572e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 162852 members 
Entering Unmasked Estep 
Score: -21465678.000000 Penalty: 5975.707520
	Iteration 49Q: 3 clusters Score -2.146568e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 163013 members 
Entering Unmasked Estep 
Score: -21465746.000000 Penalty: 5975.707520
	Iteration 50Q: 3 clusters Score -2.146575e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 163158 members 
Entering Unmasked Estep 
Score: -21465794.000000 Penalty: 5975.707520
	Iteration 51Q: 3 clusters Score -2.146579e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 163293 members 
Entering Unmasked Estep 
Score: -21465786.000000 Penalty: 5975.707520
	Iteration 52Q: 3 clusters Score -2.146579e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 163403 members 
Entering Unmasked Estep 
Score: -21465772.000000 Penalty: 5975.707520
	Iteration 53Q: 3 clusters Score -2.146577e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 163508 members 
Entering Unmasked Estep 
Score: -21465780.000000 Penalty: 5975.707520
	Iteration 54Q: 3 clusters Score -2.146578e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 163605 members 
Entering Unmasked Estep 
Score: -21465798.000000 Penalty: 5975.707520
	Iteration 55Q: 3 clusters Score -2.14658e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 163685 members 
Entering Unmasked Estep 
Score: -21465764.000000 Penalty: 5975.707520
	Iteration 56Q: 3 clusters Score -2.146576e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 163759 members 
Entering Unmasked Estep 
Score: -21465766.000000 Penalty: 5975.707520
	Iteration 57Q: 3 clusters Score -2.146577e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 163839 members 
Entering Unmasked Estep 
Score: -21465762.000000 Penalty: 5975.707520
	Iteration 58Q: 3 clusters Score -2.146576e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 163928 members 
Entering Unmasked Estep 
Score: -21465736.000000 Penalty: 5975.707520
	Iteration 59Q: 3 clusters Score -2.146574e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 164014 members 
Entering Unmasked Estep 
Score: -21465706.000000 Penalty: 5975.707520
	Iteration 60F: 3 clusters Score -2.146571e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 164091 members 
Entering Unmasked Estep 
Score: -21465720.000000 Penalty: 5975.707520
	Iteration 61Q: 3 clusters Score -2.146572e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 164172 members 
Entering Unmasked Estep 
Score: -21465722.000000 Penalty: 5975.707520
	Iteration 62Q: 3 clusters Score -2.146572e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 164258 members 
Entering Unmasked Estep 
Score: -21465752.000000 Penalty: 5975.707520
	Iteration 63Q: 3 clusters Score -2.146575e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 164347 members 
Entering Unmasked Estep 
Score: -21465752.000000 Penalty: 5975.707520
	Iteration 64Q: 3 clusters Score -2.146575e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 164424 members 
Entering Unmasked Estep 
Score: -21465782.000000 Penalty: 5975.707520
	Iteration 65Q: 3 clusters Score -2.146578e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 164488 members 
Entering Unmasked Estep 
Score: -21465770.000000 Penalty: 5975.707520
	Iteration 66Q: 3 clusters Score -2.146577e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 164542 members 
Entering Unmasked Estep 
Score: -21465748.000000 Penalty: 5975.707520
	Iteration 67Q: 3 clusters Score -2.146575e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 164602 members 
Entering Unmasked Estep 
Score: -21465766.000000 Penalty: 5975.707520
	Iteration 68Q: 3 clusters Score -2.146577e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 164650 members 
Entering Unmasked Estep 
Score: -21465750.000000 Penalty: 5975.707520
	Iteration 69Q: 3 clusters Score -2.146575e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 164698 members 
Entering Unmasked Estep 
Score: -21465724.000000 Penalty: 5975.707520
	Iteration 70Q: 3 clusters Score -2.146572e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 164743 members 
Entering Unmasked Estep 
Score: -21465736.000000 Penalty: 5975.707520
	Iteration 71Q: 3 clusters Score -2.146574e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 164775 members 
Entering Unmasked Estep 
Score: -21465744.000000 Penalty: 5975.707520
	Iteration 72Q: 3 clusters Score -2.146574e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 164811 members 
Entering Unmasked Estep 
Score: -21465746.000000 Penalty: 5975.707520
	Iteration 73Q: 3 clusters Score -2.146575e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 164842 members 
Entering Unmasked Estep 
Score: -21465754.000000 Penalty: 5975.707520
	Iteration 74Q: 3 clusters Score -2.146575e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 164878 members 
Entering Unmasked Estep 
Score: -21465748.000000 Penalty: 5975.707520
	Iteration 75Q: 3 clusters Score -2.146575e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 164908 members 
Entering Unmasked Estep 
Score: -21465776.000000 Penalty: 5975.707520
	Iteration 76Q: 3 clusters Score -2.146578e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 164937 members 
Entering Unmasked Estep 
Score: -21465758.000000 Penalty: 5975.707520
	Iteration 77Q: 3 clusters Score -2.146576e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 164963 members 
Entering Unmasked Estep 
Score: -21465762.000000 Penalty: 5975.707520
	Iteration 78Q: 3 clusters Score -2.146576e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 164989 members 
Entering Unmasked Estep 
Score: -21465750.000000 Penalty: 5975.707520
	Iteration 79Q: 3 clusters Score -2.146575e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 165008 members 
Entering Unmasked Estep 
Score: -21465748.000000 Penalty: 5975.707520
	Iteration 80F: 3 clusters Score -2.146575e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 165025 members 
Entering Unmasked Estep 
Score: -21465744.000000 Penalty: 5975.707520
	Iteration 81Q: 3 clusters Score -2.146574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 165037 members 
Entering Unmasked Estep 
Score: -21465730.000000 Penalty: 5975.707520
	Iteration 82Q: 3 clusters Score -2.146573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 165047 members 
Entering Unmasked Estep 
Score: -21465738.000000 Penalty: 5975.707520
	Iteration 83Q: 3 clusters Score -2.146574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 165057 members 
Entering Unmasked Estep 
Score: -21465740.000000 Penalty: 5975.707520
	Iteration 84Q: 3 clusters Score -2.146574e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 165072 members 
Entering Unmasked Estep 
Score: -21465744.000000 Penalty: 5975.707520
	Iteration 85Q: 3 clusters Score -2.146574e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 165094 members 
Entering Unmasked Estep 
Score: -21465734.000000 Penalty: 5975.707520
	Iteration 86Q: 3 clusters Score -2.146573e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 165108 members 
Entering Unmasked Estep 
Score: -21465726.000000 Penalty: 5975.707520
	Iteration 87Q: 3 clusters Score -2.146573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 165120 members 
Entering Unmasked Estep 
Score: -21465720.000000 Penalty: 5975.707520
	Iteration 88Q: 3 clusters Score -2.146572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 165132 members 
Entering Unmasked Estep 
Score: -21465706.000000 Penalty: 5975.707520
	Iteration 89Q: 3 clusters Score -2.146571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 165145 members 
Entering Unmasked Estep 
Score: -21465722.000000 Penalty: 5975.707520
	Iteration 90Q: 3 clusters Score -2.146572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 165159 members 
Entering Unmasked Estep 
Score: -21465728.000000 Penalty: 5975.707520
	Iteration 91Q: 3 clusters Score -2.146573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 165172 members 
Entering Unmasked Estep 
Score: -21465736.000000 Penalty: 5975.707520
	Iteration 92Q: 3 clusters Score -2.146574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 165181 members 
Entering Unmasked Estep 
Score: -21465750.000000 Penalty: 5975.707520
	Iteration 93Q: 3 clusters Score -2.146575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 165194 members 
Entering Unmasked Estep 
Score: -21465766.000000 Penalty: 5975.707520
	Iteration 94Q: 3 clusters Score -2.146577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 165205 members 
Entering Unmasked Estep 
Score: -21465772.000000 Penalty: 5975.707520
	Iteration 95Q: 3 clusters Score -2.146577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 165217 members 
Entering Unmasked Estep 
Score: -21465754.000000 Penalty: 5975.707520
	Iteration 96Q: 3 clusters Score -2.146575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 165229 members 
Entering Unmasked Estep 
Score: -21465750.000000 Penalty: 5975.707520
	Iteration 97Q: 3 clusters Score -2.146575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 165237 members 
Entering Unmasked Estep 
Score: -21465748.000000 Penalty: 5975.707520
	Iteration 98Q: 3 clusters Score -2.146575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 165246 members 
Entering Unmasked Estep 
Score: -21465746.000000 Penalty: 5975.707520
	Iteration 99Q: 3 clusters Score -2.146575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 165255 members 
Entering Unmasked Estep 
Score: -21465726.000000 Penalty: 5975.707520
	Iteration 100F: 3 clusters Score -2.146573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 165261 members 
Entering Unmasked Estep 
Score: -21465726.000000 Penalty: 5975.707520
	Iteration 101Q: 3 clusters Score -2.146573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 165270 members 
Entering Unmasked Estep 
Score: -21465748.000000 Penalty: 5975.707520
	Iteration 102Q: 3 clusters Score -2.146575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 165274 members 
Entering Unmasked Estep 
Score: -21465722.000000 Penalty: 5975.707520
	Iteration 103Q: 3 clusters Score -2.146572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 165280 members 
Entering Unmasked Estep 
Score: -21465730.000000 Penalty: 5975.707520
	Iteration 104Q: 3 clusters Score -2.146573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 165282 members 
Entering Unmasked Estep 
Score: -21465712.000000 Penalty: 5975.707520
	Iteration 105Q: 3 clusters Score -2.146571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 165281 members 
Entering Unmasked Estep 
Score: -21465724.000000 Penalty: 5975.707520
	Iteration 106Q: 3 clusters Score -2.146572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 165280 members 
Entering Unmasked Estep 
Score: -21465732.000000 Penalty: 5975.707520
	Iteration 107Q: 3 clusters Score -2.146573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 165281 members 
Entering Unmasked Estep 
Score: -21465732.000000 Penalty: 5975.707520
	Iteration 108Q: 3 clusters Score -2.146573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 165283 members 
Entering Unmasked Estep 
Score: -21465740.000000 Penalty: 5975.707520
	Iteration 109Q: 3 clusters Score -2.146574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 165283 members 
Entering Unmasked Estep 
Score: -21465740.000000 Penalty: 5975.707520
	Iteration 110F: 3 clusters Score -2.146574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (72794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72794 members 
Entering Unmasked Estep 
Score: -8950548.000000 Penalty: 2776.456543
	Iteration 0F: 2 clusters Score -8950548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -8901845.000000 Penalty: 5552.913086
	Iteration 0F: 3 clusters Score -8901845 nChanged 34023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -8921068.000000 Penalty: 5552.913086
	Iteration 1F: 3 clusters Score -8921068 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -8921642.000000 Penalty: 5552.913086
	Iteration 2Q: 3 clusters Score -8921642 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -8922200.000000 Penalty: 5552.913086
	Iteration 3Q: 3 clusters Score -8922200 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -8922863.000000 Penalty: 5552.913086
	Iteration 4Q: 3 clusters Score -8922863 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -8923598.000000 Penalty: 5552.913086
	Iteration 5Q: 3 clusters Score -8923598 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -8924452.000000 Penalty: 5552.913086
	Iteration 6Q: 3 clusters Score -8924452 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -8925402.000000 Penalty: 5552.913086
	Iteration 7Q: 3 clusters Score -8925402 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -8926654.000000 Penalty: 5552.913086
	Iteration 8Q: 3 clusters Score -8926654 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -8927951.000000 Penalty: 5552.913086
	Iteration 9Q: 3 clusters Score -8927951 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -8929140.000000 Penalty: 5552.913086
	Iteration 10Q: 3 clusters Score -8929140 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -8930272.000000 Penalty: 5552.913086
	Iteration 11Q: 3 clusters Score -8930272 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -8931236.000000 Penalty: 5552.913086
	Iteration 12Q: 3 clusters Score -8931236 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -8932028.000000 Penalty: 5552.913086
	Iteration 13Q: 3 clusters Score -8932028 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -8932565.000000 Penalty: 5552.913086
	Iteration 14Q: 3 clusters Score -8932565 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -8932922.000000 Penalty: 5552.913086
	Iteration 15Q: 3 clusters Score -8932922 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -8933186.000000 Penalty: 5552.913086
	Iteration 16Q: 3 clusters Score -8933186 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -8933363.000000 Penalty: 5552.913086
	Iteration 17Q: 3 clusters Score -8933363 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -8933476.000000 Penalty: 5552.913086
	Iteration 18Q: 3 clusters Score -8933476 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -8933707.000000 Penalty: 5552.913086
	Iteration 19Q: 3 clusters Score -8933707 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -8933927.000000 Penalty: 5552.913086
	Iteration 20F: 3 clusters Score -8933927 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -8934199.000000 Penalty: 5552.913086
	Iteration 21Q: 3 clusters Score -8934199 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -8934492.000000 Penalty: 5552.913086
	Iteration 22Q: 3 clusters Score -8934492 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -8934894.000000 Penalty: 5552.913086
	Iteration 23Q: 3 clusters Score -8934894 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -8935391.000000 Penalty: 5552.913086
	Iteration 24Q: 3 clusters Score -8935391 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -8936013.000000 Penalty: 5552.913086
	Iteration 25Q: 3 clusters Score -8936013 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -8936719.000000 Penalty: 5552.913086
	Iteration 26Q: 3 clusters Score -8936719 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -8937542.000000 Penalty: 5552.913086
	Iteration 27Q: 3 clusters Score -8937542 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -8938438.000000 Penalty: 5552.913086
	Iteration 28Q: 3 clusters Score -8938438 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -8939320.000000 Penalty: 5552.913086
	Iteration 29Q: 3 clusters Score -8939320 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -8940269.000000 Penalty: 5552.913086
	Iteration 30Q: 3 clusters Score -8940269 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -8941249.000000 Penalty: 5552.913086
	Iteration 31Q: 3 clusters Score -8941249 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -8942099.000000 Penalty: 5552.913086
	Iteration 32Q: 3 clusters Score -8942099 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -8942958.000000 Penalty: 5552.913086
	Iteration 33Q: 3 clusters Score -8942958 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -8943758.000000 Penalty: 5552.913086
	Iteration 34Q: 3 clusters Score -8943758 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -8944517.000000 Penalty: 5552.913086
	Iteration 35Q: 3 clusters Score -8944517 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -8945192.000000 Penalty: 5552.913086
	Iteration 36Q: 3 clusters Score -8945192 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -8945766.000000 Penalty: 5552.913086
	Iteration 37Q: 3 clusters Score -8945766 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67840 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -8946257.000000 Penalty: 5552.913086
	Iteration 38Q: 3 clusters Score -8946257 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -8946661.000000 Penalty: 5552.913086
	Iteration 39Q: 3 clusters Score -8946661 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69335 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -8946988.000000 Penalty: 5552.913086
	Iteration 40F: 3 clusters Score -8946988 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69896 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -8947307.000000 Penalty: 5552.913086
	Iteration 41Q: 3 clusters Score -8947307 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70325 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -8947524.000000 Penalty: 5552.913086
	Iteration 42Q: 3 clusters Score -8947524 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70625 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8947741.000000 Penalty: 5552.913086
	Iteration 43Q: 3 clusters Score -8947741 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70841 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -8947860.000000 Penalty: 5552.913086
	Iteration 44Q: 3 clusters Score -8947860 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71013 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -8947930.000000 Penalty: 5552.913086
	Iteration 45Q: 3 clusters Score -8947930 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8948020.000000 Penalty: 5552.913086
	Iteration 46Q: 3 clusters Score -8948020 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71251 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8948083.000000 Penalty: 5552.913086
	Iteration 47Q: 3 clusters Score -8948083 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71326 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -8948126.000000 Penalty: 5552.913086
	Iteration 48Q: 3 clusters Score -8948126 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71391 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -8948136.000000 Penalty: 5552.913086
	Iteration 49Q: 3 clusters Score -8948136 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71441 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -8948180.000000 Penalty: 5552.913086
	Iteration 50Q: 3 clusters Score -8948180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71492 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8948211.000000 Penalty: 5552.913086
	Iteration 51Q: 3 clusters Score -8948211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71521 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8948225.000000 Penalty: 5552.913086
	Iteration 52Q: 3 clusters Score -8948225 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71560 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8948243.000000 Penalty: 5552.913086
	Iteration 53Q: 3 clusters Score -8948243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71579 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8948246.000000 Penalty: 5552.913086
	Iteration 54Q: 3 clusters Score -8948246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71597 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -8948265.000000 Penalty: 5552.913086
	Iteration 55Q: 3 clusters Score -8948265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71612 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8948264.000000 Penalty: 5552.913086
	Iteration 56Q: 3 clusters Score -8948264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71630 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8948281.000000 Penalty: 5552.913086
	Iteration 57Q: 3 clusters Score -8948281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71642 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8948275.000000 Penalty: 5552.913086
	Iteration 58Q: 3 clusters Score -8948275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71652 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8948285.000000 Penalty: 5552.913086
	Iteration 59Q: 3 clusters Score -8948285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71659 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -8948283.000000 Penalty: 5552.913086
	Iteration 60F: 3 clusters Score -8948283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71667 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8948281.000000 Penalty: 5552.913086
	Iteration 61Q: 3 clusters Score -8948281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71674 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8948282.000000 Penalty: 5552.913086
	Iteration 62Q: 3 clusters Score -8948282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8948284.000000 Penalty: 5552.913086
	Iteration 63Q: 3 clusters Score -8948284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -8948293.000000 Penalty: 5552.913086
	Iteration 64Q: 3 clusters Score -8948293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71686 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8948302.000000 Penalty: 5552.913086
	Iteration 65Q: 3 clusters Score -8948302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71691 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8948298.000000 Penalty: 5552.913086
	Iteration 66Q: 3 clusters Score -8948298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71697 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8948289.000000 Penalty: 5552.913086
	Iteration 67Q: 3 clusters Score -8948289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71705 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8948299.000000 Penalty: 5552.913086
	Iteration 68Q: 3 clusters Score -8948299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71713 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8948306.000000 Penalty: 5552.913086
	Iteration 69Q: 3 clusters Score -8948306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8948313.000000 Penalty: 5552.913086
	Iteration 70Q: 3 clusters Score -8948313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8948305.000000 Penalty: 5552.913086
	Iteration 71Q: 3 clusters Score -8948305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71724 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8948305.000000 Penalty: 5552.913086
	Iteration 72Q: 3 clusters Score -8948305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8948310.000000 Penalty: 5552.913086
	Iteration 73Q: 3 clusters Score -8948310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71733 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8948307.000000 Penalty: 5552.913086
	Iteration 74Q: 3 clusters Score -8948307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71737 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8948315.000000 Penalty: 5552.913086
	Iteration 75Q: 3 clusters Score -8948315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71742 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8948310.000000 Penalty: 5552.913086
	Iteration 76Q: 3 clusters Score -8948310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8948314.000000 Penalty: 5552.913086
	Iteration 77Q: 3 clusters Score -8948314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8948308.000000 Penalty: 5552.913086
	Iteration 78Q: 3 clusters Score -8948308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8948308.000000 Penalty: 5552.913086
	Iteration 79F: 3 clusters Score -8948308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -49535.980469 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -49535.98 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 223 members 
Entering Unmasked Estep 
Score: -48100.867188 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -48100.87 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48299.171875 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -48299.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48355.921875 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -48355.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -48385.203125 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -48385.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48398.628906 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -48398.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48410.050781 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -48410.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48415.609375 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -48415.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48415.609375 Penalty: 3019.040283
	Iteration 7F: 3 clusters Score -48415.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 49220 members 
Mstep: Class 4 contains 12019 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 712 members 
Mstep: Class 8 contains 167099 members 
Mstep: Class 9 contains 105416 members 
Mstep: Class 10 contains 113977 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 172492 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 47843 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8102 members 
Mstep: Class 19 contains 170723 members 
Mstep: Class 20 contains 72794 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274216.000000 Penalty: 68348.125000
Iteration 79Q: 21 clusters Score -1.192742e+08 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 48121 members 
Mstep: Class 4 contains 12014 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 661 members 
Mstep: Class 7 contains 712 members 
Mstep: Class 8 contains 167078 members 
Mstep: Class 9 contains 105505 members 
Mstep: Class 10 contains 114241 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 173134 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 47850 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8096 members 
Mstep: Class 19 contains 170881 members 
Mstep: Class 20 contains 72769 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274448.000000 Penalty: 68348.125000
Iteration 80F: 21 clusters Score -1.192744e+08 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 46946 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 675 members 
Mstep: Class 7 contains 711 members 
Mstep: Class 8 contains 167059 members 
Mstep: Class 9 contains 105596 members 
Mstep: Class 10 contains 114481 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 173892 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 47860 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8086 members 
Mstep: Class 19 contains 171005 members 
Mstep: Class 20 contains 72735 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275152.000000 Penalty: 68348.125000
Iteration 81Q: 21 clusters Score -1.192752e+08 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 45787 members 
Mstep: Class 4 contains 12027 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 674 members 
Mstep: Class 7 contains 711 members 
Mstep: Class 8 contains 167045 members 
Mstep: Class 9 contains 105691 members 
Mstep: Class 10 contains 114742 members 
Mstep: Class 11 contains 720 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 174609 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 47862 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8081 members 
Mstep: Class 19 contains 171154 members 
Mstep: Class 20 contains 72694 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275048.000000 Penalty: 68348.125000
Iteration 82Q: 21 clusters Score -1.19275e+08 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 44591 members 
Mstep: Class 4 contains 12028 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 672 members 
Mstep: Class 7 contains 711 members 
Mstep: Class 8 contains 167033 members 
Mstep: Class 9 contains 105800 members 
Mstep: Class 10 contains 114990 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 175377 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 47878 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 17 contains 8075 members 
Mstep: Class 19 contains 171271 members 
Mstep: Class 20 contains 72651 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275008.000000 Penalty: 68348.125000
Iteration 83Q: 21 clusters Score -1.19275e+08 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 43426 members 
Mstep: Class 4 contains 12026 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 712 members 
Mstep: Class 8 contains 167040 members 
Mstep: Class 9 contains 105915 members 
Mstep: Class 10 contains 115276 members 
Mstep: Class 11 contains 726 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 176167 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 47894 members 
Mstep: Class 16 contains 2414 members 
Mstep: Class 17 contains 8070 members 
Mstep: Class 19 contains 171279 members 
Mstep: Class 20 contains 72601 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275200.000000 Penalty: 68348.125000
Iteration 84Q: 21 clusters Score -1.192752e+08 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 42283 members 
Mstep: Class 4 contains 12028 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 711 members 
Mstep: Class 8 contains 167030 members 
Mstep: Class 9 contains 106026 members 
Mstep: Class 10 contains 115568 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 176929 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 47905 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 8067 members 
Mstep: Class 19 contains 171312 members 
Mstep: Class 20 contains 72552 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275368.000000 Penalty: 68348.125000
Iteration 85Q: 21 clusters Score -1.192754e+08 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 41140 members 
Mstep: Class 4 contains 12032 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 712 members 
Mstep: Class 8 contains 167000 members 
Mstep: Class 9 contains 106164 members 
Mstep: Class 10 contains 115897 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 177609 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 47937 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 8065 members 
Mstep: Class 19 contains 171328 members 
Mstep: Class 20 contains 72508 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 86Q: 21 clusters Score -1.192752e+08 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 39984 members 
Mstep: Class 4 contains 12030 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 712 members 
Mstep: Class 8 contains 166990 members 
Mstep: Class 9 contains 106288 members 
Mstep: Class 10 contains 116206 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 178240 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 47957 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 8064 members 
Mstep: Class 19 contains 171393 members 
Mstep: Class 20 contains 72513 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 87Q: 21 clusters Score -1.19275e+08 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 38896 members 
Mstep: Class 4 contains 12031 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 712 members 
Mstep: Class 8 contains 166995 members 
Mstep: Class 9 contains 106372 members 
Mstep: Class 10 contains 116462 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 178862 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 47984 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 8063 members 
Mstep: Class 19 contains 171505 members 
Mstep: Class 20 contains 72478 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 88Q: 21 clusters Score -1.19275e+08 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 37835 members 
Mstep: Class 4 contains 12034 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 712 members 
Mstep: Class 8 contains 166969 members 
Mstep: Class 9 contains 106465 members 
Mstep: Class 10 contains 116732 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 179424 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 47996 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 8063 members 
Mstep: Class 19 contains 171661 members 
Mstep: Class 20 contains 72468 members 
Mstep: Class 21 contains 440 members 
Entering Unmasked Estep 
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Iteration 89Q: 21 clusters Score -1.192748e+08 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 36784 members 
Mstep: Class 4 contains 12036 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 712 members 
Mstep: Class 8 contains 166967 members 
Mstep: Class 9 contains 106560 members 
Mstep: Class 10 contains 116998 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 179894 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 48008 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 8061 members 
Mstep: Class 19 contains 171867 members 
Mstep: Class 20 contains 72463 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 90Q: 21 clusters Score -1.192749e+08 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 35717 members 
Mstep: Class 4 contains 12040 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 712 members 
Mstep: Class 8 contains 166970 members 
Mstep: Class 9 contains 106658 members 
Mstep: Class 10 contains 117245 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 180451 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 48003 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 8060 members 
Mstep: Class 19 contains 172091 members 
Mstep: Class 20 contains 72400 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 91Q: 21 clusters Score -1.192747e+08 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 34680 members 
Mstep: Class 4 contains 12038 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 712 members 
Mstep: Class 8 contains 166951 members 
Mstep: Class 9 contains 106765 members 
Mstep: Class 10 contains 117510 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 180964 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 48007 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 8058 members 
Mstep: Class 19 contains 172320 members 
Mstep: Class 20 contains 72341 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 92Q: 21 clusters Score -1.192746e+08 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 33687 members 
Mstep: Class 4 contains 12032 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 712 members 
Mstep: Class 8 contains 166916 members 
Mstep: Class 9 contains 106859 members 
Mstep: Class 10 contains 117737 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 181419 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 48011 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 8053 members 
Mstep: Class 19 contains 172639 members 
Mstep: Class 20 contains 72278 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 93Q: 21 clusters Score -1.192746e+08 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 32679 members 
Mstep: Class 4 contains 12026 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 713 members 
Mstep: Class 8 contains 166895 members 
Mstep: Class 9 contains 106947 members 
Mstep: Class 10 contains 117944 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 181871 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 48002 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 8046 members 
Mstep: Class 19 contains 172969 members 
Mstep: Class 20 contains 72256 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 94Q: 21 clusters Score -1.192746e+08 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 31728 members 
Mstep: Class 4 contains 12024 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 712 members 
Mstep: Class 8 contains 166891 members 
Mstep: Class 9 contains 107053 members 
Mstep: Class 10 contains 118150 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 182227 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 48005 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 8041 members 
Mstep: Class 19 contains 173278 members 
Mstep: Class 20 contains 72225 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 95Q: 21 clusters Score -1.192747e+08 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 30834 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 712 members 
Mstep: Class 8 contains 166879 members 
Mstep: Class 9 contains 107157 members 
Mstep: Class 10 contains 118349 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 182614 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 48027 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 8033 members 
Mstep: Class 19 contains 173525 members 
Mstep: Class 20 contains 72179 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 96Q: 21 clusters Score -1.19275e+08 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 29987 members 
Mstep: Class 4 contains 12023 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 713 members 
Mstep: Class 8 contains 166868 members 
Mstep: Class 9 contains 107253 members 
Mstep: Class 10 contains 118571 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 183002 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 48028 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 8029 members 
Mstep: Class 19 contains 173696 members 
Mstep: Class 20 contains 72145 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 97Q: 21 clusters Score -1.192751e+08 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 29195 members 
Mstep: Class 4 contains 12023 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 712 members 
Mstep: Class 8 contains 166899 members 
Mstep: Class 9 contains 107323 members 
Mstep: Class 10 contains 118778 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 183369 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 48037 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 8026 members 
Mstep: Class 19 contains 173856 members 
Mstep: Class 20 contains 72093 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 98Q: 21 clusters Score -1.192751e+08 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 28425 members 
Mstep: Class 4 contains 12025 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 714 members 
Mstep: Class 8 contains 166904 members 
Mstep: Class 9 contains 107406 members 
Mstep: Class 10 contains 119021 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 183719 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 48033 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 8020 members 
Mstep: Class 19 contains 174009 members 
Mstep: Class 20 contains 72031 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 99Q: 21 clusters Score -1.19275e+08 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 27647 members 
Mstep: Class 4 contains 12025 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 665 members 
Mstep: Class 7 contains 714 members 
Mstep: Class 8 contains 166855 members 
Mstep: Class 9 contains 107500 members 
Mstep: Class 10 contains 119219 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 184074 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 48035 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 8012 members 
Mstep: Class 19 contains 174245 members 
Mstep: Class 20 contains 71986 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 100F: 21 clusters Score -1.19275e+08 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 26848 members 
Mstep: Class 4 contains 12022 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 714 members 
Mstep: Class 8 contains 166854 members 
Mstep: Class 9 contains 107608 members 
Mstep: Class 10 contains 119394 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 184471 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 48042 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7999 members 
Mstep: Class 19 contains 174420 members 
Mstep: Class 20 contains 71938 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 101Q: 21 clusters Score -1.19275e+08 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 26041 members 
Mstep: Class 4 contains 12024 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 166829 members 
Mstep: Class 9 contains 107716 members 
Mstep: Class 10 contains 119602 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 184892 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 48030 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 19 contains 174574 members 
Mstep: Class 20 contains 71893 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 102Q: 21 clusters Score -1.192744e+08 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 25287 members 
Mstep: Class 4 contains 12024 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 166814 members 
Mstep: Class 9 contains 107837 members 
Mstep: Class 10 contains 119828 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 185234 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 48022 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7986 members 
Mstep: Class 19 contains 174709 members 
Mstep: Class 20 contains 71840 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 103Q: 21 clusters Score -1.192742e+08 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 24573 members 
Mstep: Class 4 contains 12021 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 166809 members 
Mstep: Class 9 contains 107939 members 
Mstep: Class 10 contains 120064 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 185585 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 48020 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7978 members 
Mstep: Class 19 contains 174814 members 
Mstep: Class 20 contains 71791 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 104Q: 21 clusters Score -1.192741e+08 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 23934 members 
Mstep: Class 4 contains 12026 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 166812 members 
Mstep: Class 9 contains 108081 members 
Mstep: Class 10 contains 120257 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 185922 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 48013 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7971 members 
Mstep: Class 19 contains 174843 members 
Mstep: Class 20 contains 71745 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 105Q: 21 clusters Score -1.192744e+08 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 23325 members 
Mstep: Class 4 contains 12019 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 166860 members 
Mstep: Class 9 contains 108211 members 
Mstep: Class 10 contains 120442 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186148 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 48008 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7966 members 
Mstep: Class 19 contains 174900 members 
Mstep: Class 20 contains 71713 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 106Q: 21 clusters Score -1.192744e+08 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 22724 members 
Mstep: Class 4 contains 12018 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 166894 members 
Mstep: Class 9 contains 108377 members 
Mstep: Class 10 contains 120650 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186365 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 48031 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7964 members 
Mstep: Class 19 contains 174901 members 
Mstep: Class 20 contains 71652 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 107Q: 21 clusters Score -1.19274e+08 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 22167 members 
Mstep: Class 4 contains 12015 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 166940 members 
Mstep: Class 9 contains 108508 members 
Mstep: Class 10 contains 120830 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186603 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 48055 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 19 contains 174939 members 
Mstep: Class 20 contains 71559 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 108Q: 21 clusters Score -1.19274e+08 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 21599 members 
Mstep: Class 4 contains 12016 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 167028 members 
Mstep: Class 9 contains 108611 members 
Mstep: Class 10 contains 121026 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186800 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 48075 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7954 members 
Mstep: Class 19 contains 174950 members 
Mstep: Class 20 contains 71502 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 109Q: 21 clusters Score -1.19274e+08 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 20998 members 
Mstep: Class 4 contains 12016 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 713 members 
Mstep: Class 8 contains 167104 members 
Mstep: Class 9 contains 108711 members 
Mstep: Class 10 contains 121218 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187070 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 48100 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7955 members 
Mstep: Class 19 contains 174975 members 
Mstep: Class 20 contains 71404 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 110Q: 21 clusters Score -1.19274e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 20438 members 
Mstep: Class 4 contains 12014 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 713 members 
Mstep: Class 8 contains 167183 members 
Mstep: Class 9 contains 108811 members 
Mstep: Class 10 contains 121410 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187294 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 48115 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7953 members 
Mstep: Class 19 contains 175028 members 
Mstep: Class 20 contains 71311 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 111Q: 21 clusters Score -1.192738e+08 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 19922 members 
Mstep: Class 4 contains 12013 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 713 members 
Mstep: Class 8 contains 167273 members 
Mstep: Class 9 contains 108897 members 
Mstep: Class 10 contains 121554 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187501 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 48125 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 19 contains 175094 members 
Mstep: Class 20 contains 71234 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 112Q: 21 clusters Score -1.192737e+08 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 19480 members 
Mstep: Class 4 contains 12007 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 713 members 
Mstep: Class 8 contains 167351 members 
Mstep: Class 9 contains 108986 members 
Mstep: Class 10 contains 121677 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187684 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 48138 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7937 members 
Mstep: Class 19 contains 175147 members 
Mstep: Class 20 contains 71170 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 113Q: 21 clusters Score -1.192737e+08 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 19028 members 
Mstep: Class 4 contains 12004 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 713 members 
Mstep: Class 8 contains 167459 members 
Mstep: Class 9 contains 109052 members 
Mstep: Class 10 contains 121807 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187831 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 48138 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7932 members 
Mstep: Class 19 contains 175200 members 
Mstep: Class 20 contains 71120 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274056.000000 Penalty: 68348.125000
Iteration 114Q: 21 clusters Score -1.192741e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 18589 members 
Mstep: Class 4 contains 12002 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 713 members 
Mstep: Class 8 contains 167579 members 
Mstep: Class 9 contains 109112 members 
Mstep: Class 10 contains 121929 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187931 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 48146 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7930 members 
Mstep: Class 19 contains 175257 members 
Mstep: Class 20 contains 71093 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274144.000000 Penalty: 68348.125000
Iteration 115Q: 21 clusters Score -1.192741e+08 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 18150 members 
Mstep: Class 4 contains 12008 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 713 members 
Mstep: Class 8 contains 167719 members 
Mstep: Class 9 contains 109178 members 
Mstep: Class 10 contains 122039 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 188086 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 48166 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7928 members 
Mstep: Class 19 contains 175254 members 
Mstep: Class 20 contains 71043 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273952.000000 Penalty: 68348.125000
Iteration 116Q: 21 clusters Score -1.19274e+08 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 17674 members 
Mstep: Class 4 contains 12005 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 713 members 
Mstep: Class 8 contains 167874 members 
Mstep: Class 9 contains 109256 members 
Mstep: Class 10 contains 122191 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 188227 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48187 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7923 members 
Mstep: Class 19 contains 175221 members 
Mstep: Class 20 contains 71027 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273888.000000 Penalty: 68348.125000
Iteration 117Q: 21 clusters Score -1.192739e+08 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 17217 members 
Mstep: Class 4 contains 12005 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 714 members 
Mstep: Class 8 contains 168004 members 
Mstep: Class 9 contains 109328 members 
Mstep: Class 10 contains 122325 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 188439 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48200 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7918 members 
Mstep: Class 19 contains 175164 members 
Mstep: Class 20 contains 70988 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273832.000000 Penalty: 68348.125000
Iteration 118Q: 21 clusters Score -1.192738e+08 nChanged 1887
Entering ConstructFrom: 
Score: -119273832.000000 Penalty: 68348.125000
Entering ConstructFrom: 
Trying to split cluster 1 (36244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Entering Unmasked Estep 
Score: -4623334.500000 Penalty: 2603.511230
	Iteration 0F: 2 clusters Score -4623334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -4598643.500000 Penalty: 5207.022461
	Iteration 0F: 3 clusters Score -4598644 nChanged 16590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -4607704.000000 Penalty: 5207.022461
	Iteration 1F: 3 clusters Score -4607704 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -4608190.000000 Penalty: 5207.022461
	Iteration 2Q: 3 clusters Score -4608190 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -4608633.500000 Penalty: 5207.022461
	Iteration 3Q: 3 clusters Score -4608634 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -4609063.000000 Penalty: 5207.022461
	Iteration 4Q: 3 clusters Score -4609063 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -4609570.000000 Penalty: 5207.022461
	Iteration 5Q: 3 clusters Score -4609570 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -4610190.500000 Penalty: 5207.022461
	Iteration 6Q: 3 clusters Score -4610190 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -4610909.500000 Penalty: 5207.022461
	Iteration 7Q: 3 clusters Score -4610910 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -4611765.000000 Penalty: 5207.022461
	Iteration 8Q: 3 clusters Score -4611765 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -4612765.500000 Penalty: 5207.022461
	Iteration 9Q: 3 clusters Score -4612766 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -4613870.000000 Penalty: 5207.022461
	Iteration 10F: 3 clusters Score -4613870 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -4614931.000000 Penalty: 5207.022461
	Iteration 11Q: 3 clusters Score -4614931 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -4615749.500000 Penalty: 5207.022461
	Iteration 12Q: 3 clusters Score -4615750 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -4616296.500000 Penalty: 5207.022461
	Iteration 13Q: 3 clusters Score -4616296 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -4616580.500000 Penalty: 5207.022461
	Iteration 14Q: 3 clusters Score -4616580 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -4616690.500000 Penalty: 5207.022461
	Iteration 15Q: 3 clusters Score -4616690 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -4616745.000000 Penalty: 5207.022461
	Iteration 16Q: 3 clusters Score -4616745 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -4616762.500000 Penalty: 5207.022461
	Iteration 17Q: 3 clusters Score -4616762 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -4616825.000000 Penalty: 5207.022461
	Iteration 18Q: 3 clusters Score -4616825 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -4616857.500000 Penalty: 5207.022461
	Iteration 19Q: 3 clusters Score -4616858 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -4616878.000000 Penalty: 5207.022461
	Iteration 20F: 3 clusters Score -4616878 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -4616898.000000 Penalty: 5207.022461
	Iteration 21Q: 3 clusters Score -4616898 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -4616913.500000 Penalty: 5207.022461
	Iteration 22Q: 3 clusters Score -4616914 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -4616953.000000 Penalty: 5207.022461
	Iteration 23Q: 3 clusters Score -4616953 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -4616977.500000 Penalty: 5207.022461
	Iteration 24Q: 3 clusters Score -4616978 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -4617017.000000 Penalty: 5207.022461
	Iteration 25Q: 3 clusters Score -4617017 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -4617026.500000 Penalty: 5207.022461
	Iteration 26Q: 3 clusters Score -4617026 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -4617062.000000 Penalty: 5207.022461
	Iteration 27Q: 3 clusters Score -4617062 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -4617063.000000 Penalty: 5207.022461
	Iteration 28Q: 3 clusters Score -4617063 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -4617087.000000 Penalty: 5207.022461
	Iteration 29Q: 3 clusters Score -4617087 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -4617106.000000 Penalty: 5207.022461
	Iteration 30Q: 3 clusters Score -4617106 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -4617120.000000 Penalty: 5207.022461
	Iteration 31Q: 3 clusters Score -4617120 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -4617147.500000 Penalty: 5207.022461
	Iteration 32Q: 3 clusters Score -4617148 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -4617170.500000 Penalty: 5207.022461
	Iteration 33Q: 3 clusters Score -4617170 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -4617181.000000 Penalty: 5207.022461
	Iteration 34Q: 3 clusters Score -4617181 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -4617184.500000 Penalty: 5207.022461
	Iteration 35Q: 3 clusters Score -4617184 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -4617208.000000 Penalty: 5207.022461
	Iteration 36Q: 3 clusters Score -4617208 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -4617224.000000 Penalty: 5207.022461
	Iteration 37Q: 3 clusters Score -4617224 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -4617258.500000 Penalty: 5207.022461
	Iteration 38Q: 3 clusters Score -4617258 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -4617273.500000 Penalty: 5207.022461
	Iteration 39Q: 3 clusters Score -4617274 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -4617285.500000 Penalty: 5207.022461
	Iteration 40F: 3 clusters Score -4617286 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -4617321.000000 Penalty: 5207.022461
	Iteration 41Q: 3 clusters Score -4617321 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -4617356.000000 Penalty: 5207.022461
	Iteration 42Q: 3 clusters Score -4617356 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -4617383.000000 Penalty: 5207.022461
	Iteration 43Q: 3 clusters Score -4617383 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -4617403.000000 Penalty: 5207.022461
	Iteration 44Q: 3 clusters Score -4617403 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -4617424.500000 Penalty: 5207.022461
	Iteration 45Q: 3 clusters Score -4617424 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -4617443.000000 Penalty: 5207.022461
	Iteration 46Q: 3 clusters Score -4617443 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -4617463.500000 Penalty: 5207.022461
	Iteration 47Q: 3 clusters Score -4617464 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -4617490.500000 Penalty: 5207.022461
	Iteration 48Q: 3 clusters Score -4617490 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -4617510.000000 Penalty: 5207.022461
	Iteration 49Q: 3 clusters Score -4617510 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -4617529.500000 Penalty: 5207.022461
	Iteration 50Q: 3 clusters Score -4617530 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -4617574.500000 Penalty: 5207.022461
	Iteration 51Q: 3 clusters Score -4617574 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -4617597.500000 Penalty: 5207.022461
	Iteration 52Q: 3 clusters Score -4617598 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -4617648.000000 Penalty: 5207.022461
	Iteration 53Q: 3 clusters Score -4617648 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -4617679.000000 Penalty: 5207.022461
	Iteration 54Q: 3 clusters Score -4617679 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -4617707.000000 Penalty: 5207.022461
	Iteration 55Q: 3 clusters Score -4617707 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -4617752.500000 Penalty: 5207.022461
	Iteration 56Q: 3 clusters Score -4617752 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -4617804.000000 Penalty: 5207.022461
	Iteration 57Q: 3 clusters Score -4617804 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -4617839.000000 Penalty: 5207.022461
	Iteration 58Q: 3 clusters Score -4617839 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -4617912.500000 Penalty: 5207.022461
	Iteration 59Q: 3 clusters Score -4617912 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -4617990.500000 Penalty: 5207.022461
	Iteration 60F: 3 clusters Score -4617990 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -4618075.500000 Penalty: 5207.022461
	Iteration 61Q: 3 clusters Score -4618076 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -4618170.500000 Penalty: 5207.022461
	Iteration 62Q: 3 clusters Score -4618170 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -4618253.500000 Penalty: 5207.022461
	Iteration 63Q: 3 clusters Score -4618254 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -4618341.000000 Penalty: 5207.022461
	Iteration 64Q: 3 clusters Score -4618341 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -4618442.000000 Penalty: 5207.022461
	Iteration 65Q: 3 clusters Score -4618442 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -4618593.500000 Penalty: 5207.022461
	Iteration 66Q: 3 clusters Score -4618594 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -4618708.000000 Penalty: 5207.022461
	Iteration 67Q: 3 clusters Score -4618708 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -4618838.000000 Penalty: 5207.022461
	Iteration 68Q: 3 clusters Score -4618838 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -4618969.000000 Penalty: 5207.022461
	Iteration 69Q: 3 clusters Score -4618969 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -4619045.500000 Penalty: 5207.022461
	Iteration 70Q: 3 clusters Score -4619046 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -4619198.000000 Penalty: 5207.022461
	Iteration 71Q: 3 clusters Score -4619198 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -4619335.000000 Penalty: 5207.022461
	Iteration 72Q: 3 clusters Score -4619335 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -4619494.500000 Penalty: 5207.022461
	Iteration 73Q: 3 clusters Score -4619494 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -4619645.500000 Penalty: 5207.022461
	Iteration 74Q: 3 clusters Score -4619646 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -4619796.500000 Penalty: 5207.022461
	Iteration 75Q: 3 clusters Score -4619796 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -4619927.000000 Penalty: 5207.022461
	Iteration 76Q: 3 clusters Score -4619927 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -4620069.500000 Penalty: 5207.022461
	Iteration 77Q: 3 clusters Score -4620070 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -4620196.000000 Penalty: 5207.022461
	Iteration 78Q: 3 clusters Score -4620196 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -4620270.500000 Penalty: 5207.022461
	Iteration 79Q: 3 clusters Score -4620270 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -4620354.500000 Penalty: 5207.022461
	Iteration 80F: 3 clusters Score -4620354 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -4620433.000000 Penalty: 5207.022461
	Iteration 81Q: 3 clusters Score -4620433 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -4620524.000000 Penalty: 5207.022461
	Iteration 82Q: 3 clusters Score -4620524 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -4620601.500000 Penalty: 5207.022461
	Iteration 83Q: 3 clusters Score -4620602 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -4620685.000000 Penalty: 5207.022461
	Iteration 84Q: 3 clusters Score -4620685 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -4620754.000000 Penalty: 5207.022461
	Iteration 85Q: 3 clusters Score -4620754 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -4620813.500000 Penalty: 5207.022461
	Iteration 86Q: 3 clusters Score -4620814 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -4620874.500000 Penalty: 5207.022461
	Iteration 87Q: 3 clusters Score -4620874 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -4620925.500000 Penalty: 5207.022461
	Iteration 88Q: 3 clusters Score -4620926 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -4620965.000000 Penalty: 5207.022461
	Iteration 89Q: 3 clusters Score -4620965 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -4620985.500000 Penalty: 5207.022461
	Iteration 90Q: 3 clusters Score -4620986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -4621012.500000 Penalty: 5207.022461
	Iteration 91Q: 3 clusters Score -4621012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -4621028.500000 Penalty: 5207.022461
	Iteration 92Q: 3 clusters Score -4621028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -4621043.000000 Penalty: 5207.022461
	Iteration 93Q: 3 clusters Score -4621043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -4621044.500000 Penalty: 5207.022461
	Iteration 94Q: 3 clusters Score -4621044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -4621052.000000 Penalty: 5207.022461
	Iteration 95Q: 3 clusters Score -4621052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -4621055.500000 Penalty: 5207.022461
	Iteration 96Q: 3 clusters Score -4621056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -4621066.000000 Penalty: 5207.022461
	Iteration 97Q: 3 clusters Score -4621066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -4621072.500000 Penalty: 5207.022461
	Iteration 98Q: 3 clusters Score -4621072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -4621080.500000 Penalty: 5207.022461
	Iteration 99Q: 3 clusters Score -4621080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -4621085.000000 Penalty: 5207.022461
	Iteration 100F: 3 clusters Score -4621085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -4621087.500000 Penalty: 5207.022461
	Iteration 101Q: 3 clusters Score -4621088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -4621095.500000 Penalty: 5207.022461
	Iteration 102Q: 3 clusters Score -4621096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -4621102.000000 Penalty: 5207.022461
	Iteration 103Q: 3 clusters Score -4621102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -4621108.000000 Penalty: 5207.022461
	Iteration 104Q: 3 clusters Score -4621108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -4621113.500000 Penalty: 5207.022461
	Iteration 105Q: 3 clusters Score -4621114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -4621115.500000 Penalty: 5207.022461
	Iteration 106Q: 3 clusters Score -4621116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -4621114.000000 Penalty: 5207.022461
	Iteration 107Q: 3 clusters Score -4621114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -4621118.000000 Penalty: 5207.022461
	Iteration 108Q: 3 clusters Score -4621118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -4621119.000000 Penalty: 5207.022461
	Iteration 109Q: 3 clusters Score -4621119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -4621121.500000 Penalty: 5207.022461
	Iteration 110Q: 3 clusters Score -4621122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -4621121.500000 Penalty: 5207.022461
	Iteration 111Q: 3 clusters Score -4621122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -4621126.500000 Penalty: 5207.022461
	Iteration 112Q: 3 clusters Score -4621126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -4621124.500000 Penalty: 5207.022461
	Iteration 113Q: 3 clusters Score -4621124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -4621129.000000 Penalty: 5207.022461
	Iteration 114Q: 3 clusters Score -4621129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -4621130.000000 Penalty: 5207.022461
	Iteration 115Q: 3 clusters Score -4621130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -4621127.000000 Penalty: 5207.022461
	Iteration 116Q: 3 clusters Score -4621127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -4621127.500000 Penalty: 5207.022461
	Iteration 117Q: 3 clusters Score -4621128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -4621130.500000 Penalty: 5207.022461
	Iteration 118Q: 3 clusters Score -4621130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -4621130.500000 Penalty: 5207.022461
	Iteration 119Q: 3 clusters Score -4621130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -4621130.000000 Penalty: 5207.022461
	Iteration 120F: 3 clusters Score -4621130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -80558.585938 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -80558.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -78972.710938 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -78972.71 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -79989.453125 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -79989.45 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80450.070312 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -80450.07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -80829.640625 Penalty: 3343.297607
	Iteration 3F: 3 clusters Score -80829.64 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -81142.015625 Penalty: 3343.297607
	Iteration 4F: 3 clusters Score -81142.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -81398.109375 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -81398.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -81489.890625 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -81489.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -81516.750000 Penalty: 3343.297607
	Iteration 7Q: 3 clusters Score -81516.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -81552.218750 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -81552.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -81640.742188 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -81640.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -81879.750000 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -81879.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -82082.718750 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -82082.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82144.828125 Penalty: 3343.297607
	Iteration 12Q: 3 clusters Score -82144.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -82273.265625 Penalty: 3343.297607
	Iteration 13Q: 3 clusters Score -82273.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -82323.914062 Penalty: 3343.297607
	Iteration 14Q: 3 clusters Score -82323.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -82363.164062 Penalty: 3343.297607
	Iteration 15Q: 3 clusters Score -82363.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -82390.812500 Penalty: 3343.297607
	Iteration 16Q: 3 clusters Score -82390.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -82418.265625 Penalty: 3343.297607
	Iteration 17Q: 3 clusters Score -82418.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -82438.640625 Penalty: 3343.297607
	Iteration 18Q: 3 clusters Score -82438.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -82453.125000 Penalty: 3343.297607
	Iteration 19Q: 3 clusters Score -82453.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82461.617188 Penalty: 3343.297607
	Iteration 20F: 3 clusters Score -82461.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -82478.523438 Penalty: 3343.297607
	Iteration 21Q: 3 clusters Score -82478.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -82499.171875 Penalty: 3343.297607
	Iteration 22Q: 3 clusters Score -82499.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -82520.882812 Penalty: 3343.297607
	Iteration 23Q: 3 clusters Score -82520.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -82545.445312 Penalty: 3343.297607
	Iteration 24Q: 3 clusters Score -82545.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -82569.546875 Penalty: 3343.297607
	Iteration 25Q: 3 clusters Score -82569.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82576.367188 Penalty: 3343.297607
	Iteration 26Q: 3 clusters Score -82576.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82576.367188 Penalty: 3343.297607
	Iteration 27F: 3 clusters Score -82576.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 16795 members 
Mstep: Class 4 contains 12006 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 714 members 
Mstep: Class 8 contains 168101 members 
Mstep: Class 9 contains 109411 members 
Mstep: Class 10 contains 122436 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 188630 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48218 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7914 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 175138 members 
Mstep: Class 20 contains 70938 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
Score: -119273560.000000 Penalty: 71765.531250
Splitting cluster 2 changes total score from -119273832.000000 to -119273560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (16795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Entering Unmasked Estep 
Score: -2103941.250000 Penalty: 2412.751465
	Iteration 0F: 2 clusters Score -2103941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2091895.500000 Penalty: 4825.502930
	Iteration 0F: 3 clusters Score -2091896 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2095889.875000 Penalty: 4825.502930
	Iteration 1F: 3 clusters Score -2095890 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2096332.375000 Penalty: 4825.502930
	Iteration 2F: 3 clusters Score -2096332 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2096667.625000 Penalty: 4825.502930
	Iteration 3Q: 3 clusters Score -2096668 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2096941.250000 Penalty: 4825.502930
	Iteration 4Q: 3 clusters Score -2096941 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2097225.000000 Penalty: 4825.502930
	Iteration 5Q: 3 clusters Score -2097225 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2097511.500000 Penalty: 4825.502930
	Iteration 6Q: 3 clusters Score -2097512 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2097823.250000 Penalty: 4825.502930
	Iteration 7Q: 3 clusters Score -2097823 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2098170.500000 Penalty: 4825.502930
	Iteration 8Q: 3 clusters Score -2098170 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2098569.750000 Penalty: 4825.502930
	Iteration 9Q: 3 clusters Score -2098570 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2099003.750000 Penalty: 4825.502930
	Iteration 10Q: 3 clusters Score -2099004 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2099417.250000 Penalty: 4825.502930
	Iteration 11Q: 3 clusters Score -2099417 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2099745.750000 Penalty: 4825.502930
	Iteration 12Q: 3 clusters Score -2099746 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2099945.000000 Penalty: 4825.502930
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Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 7708 members 
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Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 7428 members 
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Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10076 members 
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Mstep: Class 2 contains 6516 members 
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Mstep: Class 1 contains 10501 members 
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Mstep: Class 1 contains 10925 members 
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Mstep: Class 2 contains 5672 members 
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Mstep: Class 2 contains 5474 members 
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	Iteration 78Q: 3 clusters Score -2101620 nChanged 10
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	Iteration 85Q: 3 clusters Score -2101623 nChanged 6
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	Iteration 91Q: 3 clusters Score -2101632 nChanged 7
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	Iteration 97Q: 3 clusters Score -2101648 nChanged 16
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	Iteration 98Q: 3 clusters Score -2101657 nChanged 24
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	Iteration 99Q: 3 clusters Score -2101653 nChanged 22
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	Iteration 100F: 3 clusters Score -2101656 nChanged 17
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Score: -2101667.000000 Penalty: 4825.502930
	Iteration 106Q: 3 clusters Score -2101667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2101667.000000 Penalty: 4825.502930
	Iteration 107Q: 3 clusters Score -2101667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2101664.750000 Penalty: 4825.502930
	Iteration 108Q: 3 clusters Score -2101665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2101672.500000 Penalty: 4825.502930
	Iteration 109Q: 3 clusters Score -2101672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2101671.500000 Penalty: 4825.502930
	Iteration 110Q: 3 clusters Score -2101672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2101674.000000 Penalty: 4825.502930
	Iteration 111Q: 3 clusters Score -2101674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2101672.500000 Penalty: 4825.502930
	Iteration 112Q: 3 clusters Score -2101672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2101671.750000 Penalty: 4825.502930
	Iteration 113Q: 3 clusters Score -2101672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2101672.000000 Penalty: 4825.502930
	Iteration 114Q: 3 clusters Score -2101672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2101671.000000 Penalty: 4825.502930
	Iteration 115Q: 3 clusters Score -2101671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2101671.500000 Penalty: 4825.502930
	Iteration 116Q: 3 clusters Score -2101672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2101676.000000 Penalty: 4825.502930
	Iteration 117Q: 3 clusters Score -2101676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2101676.250000 Penalty: 4825.502930
	Iteration 118Q: 3 clusters Score -2101676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2101680.500000 Penalty: 4825.502930
	Iteration 119Q: 3 clusters Score -2101680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2101682.250000 Penalty: 4825.502930
	Iteration 120F: 3 clusters Score -2101682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2101685.500000 Penalty: 4825.502930
	Iteration 121Q: 3 clusters Score -2101686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2101686.500000 Penalty: 4825.502930
	Iteration 122Q: 3 clusters Score -2101686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2101686.000000 Penalty: 4825.502930
	Iteration 123Q: 3 clusters Score -2101686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2101687.000000 Penalty: 4825.502930
	Iteration 124Q: 3 clusters Score -2101687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2101688.750000 Penalty: 4825.502930
	Iteration 125Q: 3 clusters Score -2101689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2101691.500000 Penalty: 4825.502930
	Iteration 126Q: 3 clusters Score -2101692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2101691.000000 Penalty: 4825.502930
	Iteration 127Q: 3 clusters Score -2101691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2101691.000000 Penalty: 4825.502930
	Iteration 128F: 3 clusters Score -2101691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Entering Unmasked Estep 
Score: -1438165.750000 Penalty: 2329.504150
	Iteration 0F: 2 clusters Score -1438166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1429177.625000 Penalty: 4659.008301
	Iteration 0F: 3 clusters Score -1429178 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1431852.750000 Penalty: 4659.008301
	Iteration 1F: 3 clusters Score -1431853 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1432221.250000 Penalty: 4659.008301
	Iteration 2F: 3 clusters Score -1432221 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1432501.125000 Penalty: 4659.008301
	Iteration 3Q: 3 clusters Score -1432501 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1432723.750000 Penalty: 4659.008301
	Iteration 4Q: 3 clusters Score -1432724 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1432919.625000 Penalty: 4659.008301
	Iteration 5Q: 3 clusters Score -1432920 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1433077.500000 Penalty: 4659.008301
	Iteration 6Q: 3 clusters Score -1433078 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1433203.125000 Penalty: 4659.008301
	Iteration 7Q: 3 clusters Score -1433203 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1433345.375000 Penalty: 4659.008301
	Iteration 8Q: 3 clusters Score -1433345 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1433464.875000 Penalty: 4659.008301
	Iteration 9Q: 3 clusters Score -1433465 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1433593.375000 Penalty: 4659.008301
	Iteration 10Q: 3 clusters Score -1433593 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1433718.625000 Penalty: 4659.008301
	Iteration 11Q: 3 clusters Score -1433719 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1433849.875000 Penalty: 4659.008301
	Iteration 12Q: 3 clusters Score -1433850 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1434003.000000 Penalty: 4659.008301
	Iteration 13Q: 3 clusters Score -1434003 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1434194.250000 Penalty: 4659.008301
	Iteration 14Q: 3 clusters Score -1434194 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1434465.375000 Penalty: 4659.008301
	Iteration 15Q: 3 clusters Score -1434465 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1434780.125000 Penalty: 4659.008301
	Iteration 16Q: 3 clusters Score -1434780 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1435108.125000 Penalty: 4659.008301
	Iteration 17Q: 3 clusters Score -1435108 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1435456.625000 Penalty: 4659.008301
	Iteration 18Q: 3 clusters Score -1435457 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1435776.750000 Penalty: 4659.008301
	Iteration 19Q: 3 clusters Score -1435777 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1435972.125000 Penalty: 4659.008301
	Iteration 20F: 3 clusters Score -1435972 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1436140.000000 Penalty: 4659.008301
	Iteration 21Q: 3 clusters Score -1436140 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1436254.000000 Penalty: 4659.008301
	Iteration 22Q: 3 clusters Score -1436254 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1436335.250000 Penalty: 4659.008301
	Iteration 23Q: 3 clusters Score -1436335 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1436386.875000 Penalty: 4659.008301
	Iteration 24Q: 3 clusters Score -1436387 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1436432.500000 Penalty: 4659.008301
	Iteration 25Q: 3 clusters Score -1436432 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1436467.250000 Penalty: 4659.008301
	Iteration 26Q: 3 clusters Score -1436467 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1436498.125000 Penalty: 4659.008301
	Iteration 27Q: 3 clusters Score -1436498 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1436517.750000 Penalty: 4659.008301
	Iteration 28Q: 3 clusters Score -1436518 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1436530.750000 Penalty: 4659.008301
	Iteration 29Q: 3 clusters Score -1436531 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1436541.000000 Penalty: 4659.008301
	Iteration 30Q: 3 clusters Score -1436541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1436548.625000 Penalty: 4659.008301
	Iteration 31Q: 3 clusters Score -1436549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1436552.375000 Penalty: 4659.008301
	Iteration 32Q: 3 clusters Score -1436552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1436555.250000 Penalty: 4659.008301
	Iteration 33Q: 3 clusters Score -1436555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1436561.500000 Penalty: 4659.008301
	Iteration 34Q: 3 clusters Score -1436562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1436565.625000 Penalty: 4659.008301
	Iteration 35Q: 3 clusters Score -1436566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1436569.125000 Penalty: 4659.008301
	Iteration 36Q: 3 clusters Score -1436569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1436573.000000 Penalty: 4659.008301
	Iteration 37Q: 3 clusters Score -1436573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1436578.125000 Penalty: 4659.008301
	Iteration 38Q: 3 clusters Score -1436578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1436581.250000 Penalty: 4659.008301
	Iteration 39Q: 3 clusters Score -1436581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1436587.125000 Penalty: 4659.008301
	Iteration 40F: 3 clusters Score -1436587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1436590.500000 Penalty: 4659.008301
	Iteration 41Q: 3 clusters Score -1436590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1436589.000000 Penalty: 4659.008301
	Iteration 42Q: 3 clusters Score -1436589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1436593.750000 Penalty: 4659.008301
	Iteration 43Q: 3 clusters Score -1436594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1436597.875000 Penalty: 4659.008301
	Iteration 44Q: 3 clusters Score -1436598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1436597.375000 Penalty: 4659.008301
	Iteration 45Q: 3 clusters Score -1436597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1436600.500000 Penalty: 4659.008301
	Iteration 46Q: 3 clusters Score -1436600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1436603.000000 Penalty: 4659.008301
	Iteration 47Q: 3 clusters Score -1436603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1436603.500000 Penalty: 4659.008301
	Iteration 48Q: 3 clusters Score -1436604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1436604.750000 Penalty: 4659.008301
	Iteration 49Q: 3 clusters Score -1436605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1436603.375000 Penalty: 4659.008301
	Iteration 50Q: 3 clusters Score -1436603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1436603.750000 Penalty: 4659.008301
	Iteration 51Q: 3 clusters Score -1436604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1436600.750000 Penalty: 4659.008301
	Iteration 52Q: 3 clusters Score -1436601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1436610.500000 Penalty: 4659.008301
	Iteration 53Q: 3 clusters Score -1436610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1436611.375000 Penalty: 4659.008301
	Iteration 54Q: 3 clusters Score -1436611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1436610.750000 Penalty: 4659.008301
	Iteration 55Q: 3 clusters Score -1436611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1436616.625000 Penalty: 4659.008301
	Iteration 56Q: 3 clusters Score -1436617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1436622.000000 Penalty: 4659.008301
	Iteration 57Q: 3 clusters Score -1436622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1436621.000000 Penalty: 4659.008301
	Iteration 58Q: 3 clusters Score -1436621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1436621.000000 Penalty: 4659.008301
	Iteration 59F: 3 clusters Score -1436621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -62038.558594 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -62038.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -60444.585938 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -60444.59 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -60930.652344 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -60930.65 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -61351.554688 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -61351.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -61641.906250 Penalty: 3205.662598
	Iteration 3F: 3 clusters Score -61641.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -61819.011719 Penalty: 3205.662598
	Iteration 4F: 3 clusters Score -61819.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -61966.980469 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -61966.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -62027.441406 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -62027.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -62068.148438 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -62068.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -62133.632812 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -62133.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -62309.773438 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -62309.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -62712.515625 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -62712.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -62750.714844 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -62750.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -62786.964844 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -62786.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -62821.507812 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -62821.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -62891.671875 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -62891.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -63056.097656 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -63056.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -63113.621094 Penalty: 3205.662598
	Iteration 16Q: 3 clusters Score -63113.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -63113.621094 Penalty: 3205.662598
	Iteration 17F: 3 clusters Score -63113.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 16795 members 
Mstep: Class 4 contains 12006 members 
Mstep: Class 5 contains 169 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 714 members 
Mstep: Class 8 contains 168101 members 
Mstep: Class 9 contains 109411 members 
Mstep: Class 10 contains 122436 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 188630 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48218 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7914 members 
Mstep: Class 18 contains 472 members 
Mstep: Class 19 contains 175138 members 
Mstep: Class 20 contains 70938 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
Score: -119272648.000000 Penalty: 71765.531250
Splitting cluster 5 changes total score from -119273832.000000 to -119272648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -61265.441406 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -61265.44 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 313 members 
Entering Unmasked Estep 
Score: -59788.394531 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -59788.39 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60433.621094 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -60433.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60661.347656 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -60661.35 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60929.917969 Penalty: 3224.639648
	Iteration 3F: 3 clusters Score -60929.92 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61191.414062 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -61191.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61358.183594 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -61358.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61401.308594 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -61401.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61407.218750 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -61407.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61413.214844 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -61413.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61422.160156 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -61422.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -61441.238281 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -61441.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61448.585938 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -61448.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61451.476562 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -61451.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61456.320312 Penalty: 3224.639648
	Iteration 13F: 3 clusters Score -61456.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61553.320312 Penalty: 3224.639648
	Iteration 14Q: 3 clusters Score -61553.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61631.679688 Penalty: 3224.639648
	Iteration 15Q: 3 clusters Score -61631.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61641.054688 Penalty: 3224.639648
	Iteration 16Q: 3 clusters Score -61641.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61643.148438 Penalty: 3224.639648
	Iteration 17Q: 3 clusters Score -61643.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61643.148438 Penalty: 3224.639648
	Iteration 18F: 3 clusters Score -61643.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 16795 members 
Mstep: Class 4 contains 12006 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 358 members 
Mstep: Class 7 contains 714 members 
Mstep: Class 8 contains 168101 members 
Mstep: Class 9 contains 109411 members 
Mstep: Class 10 contains 122436 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 188630 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48218 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7914 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 175138 members 
Mstep: Class 20 contains 70938 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
Score: -119271968.000000 Penalty: 71765.531250
Splitting cluster 6 changes total score from -119273832.000000 to -119271968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -76947.320312 Penalty: 1629.578979
	Iteration 0F: 2 clusters Score -76947.32 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 347 members 
Entering Unmasked Estep 
Score: -75282.007812 Penalty: 3259.157959
	Iteration 0F: 3 clusters Score -75282.01 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -75529.273438 Penalty: 3259.157959
	Iteration 1F: 3 clusters Score -75529.27 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -75617.500000 Penalty: 3259.157959
	Iteration 2F: 3 clusters Score -75617.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -75690.273438 Penalty: 3259.157959
	Iteration 3Q: 3 clusters Score -75690.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -75730.632812 Penalty: 3259.157959
	Iteration 4Q: 3 clusters Score -75730.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75767.093750 Penalty: 3259.157959
	Iteration 5Q: 3 clusters Score -75767.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75815.054688 Penalty: 3259.157959
	Iteration 6Q: 3 clusters Score -75815.05 nChanged 13
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: -75843.187500 Penalty: 3259.157959
	Iteration 7Q: 3 clusters Score -75843.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75877.515625 Penalty: 3259.157959
	Iteration 8Q: 3 clusters Score -75877.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75906.796875 Penalty: 3259.157959
	Iteration 9Q: 3 clusters Score -75906.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -75924.085938 Penalty: 3259.157959
	Iteration 10Q: 3 clusters Score -75924.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -75930.523438 Penalty: 3259.157959
	Iteration 11Q: 3 clusters Score -75930.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -75948.023438 Penalty: 3259.157959
	Iteration 12Q: 3 clusters Score -75948.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -75961.164062 Penalty: 3259.157959
	Iteration 13Q: 3 clusters Score -75961.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -75971.578125 Penalty: 3259.157959
	Iteration 14Q: 3 clusters Score -75971.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -75990.007812 Penalty: 3259.157959
	Iteration 15Q: 3 clusters Score -75990.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76002.796875 Penalty: 3259.157959
	Iteration 16Q: 3 clusters Score -76002.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -76013.164062 Penalty: 3259.157959
	Iteration 17Q: 3 clusters Score -76013.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -76025.960938 Penalty: 3259.157959
	Iteration 18Q: 3 clusters Score -76025.96 nChanged 7
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: -76051.296875 Penalty: 3259.157959
	Iteration 19Q: 3 clusters Score -76051.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -76087.906250 Penalty: 3259.157959
	Iteration 20F: 3 clusters Score -76087.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76111.375000 Penalty: 3259.157959
	Iteration 21Q: 3 clusters Score -76111.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -76151.335938 Penalty: 3259.157959
	Iteration 22Q: 3 clusters Score -76151.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -76170.679688 Penalty: 3259.157959
	Iteration 23Q: 3 clusters Score -76170.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -76227.492188 Penalty: 3259.157959
	Iteration 24Q: 3 clusters Score -76227.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76258.406250 Penalty: 3259.157959
	Iteration 25Q: 3 clusters Score -76258.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76264.976562 Penalty: 3259.157959
	Iteration 26Q: 3 clusters Score -76264.98 nChanged 3
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: -76274.156250 Penalty: 3259.157959
	Iteration 27Q: 3 clusters Score -76274.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -76280.843750 Penalty: 3259.157959
	Iteration 28Q: 3 clusters Score -76280.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -76286.500000 Penalty: 3259.157959
	Iteration 29Q: 3 clusters Score -76286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -76315.617188 Penalty: 3259.157959
	Iteration 30Q: 3 clusters Score -76315.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -76330.234375 Penalty: 3259.157959
	Iteration 31Q: 3 clusters Score -76330.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -76337.289062 Penalty: 3259.157959
	Iteration 32Q: 3 clusters Score -76337.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -76345.195312 Penalty: 3259.157959
	Iteration 33Q: 3 clusters Score -76345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -76345.195312 Penalty: 3259.157959
	Iteration 34F: 3 clusters Score -76345.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (168101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168101 members 
Entering Unmasked Estep 
Score: -21203732.000000 Penalty: 2984.015381
	Iteration 0F: 2 clusters Score -2.120373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84242 members 
Mstep: Class 2 contains 83859 members 
Entering Unmasked Estep 
Score: -21091312.000000 Penalty: 5968.030762
	Iteration 0F: 3 clusters Score -2.109131e+07 nChanged 80743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89405 members 
Mstep: Class 2 contains 78696 members 
Entering Unmasked Estep 
Score: -21139404.000000 Penalty: 5968.030762
	Iteration 1F: 3 clusters Score -2.11394e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92221 members 
Mstep: Class 2 contains 75880 members 
Entering Unmasked Estep 
Score: -21141190.000000 Penalty: 5968.030762
	Iteration 2Q: 3 clusters Score -2.114119e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96390 members 
Mstep: Class 2 contains 71711 members 
Entering Unmasked Estep 
Score: -21143554.000000 Penalty: 5968.030762
	Iteration 3Q: 3 clusters Score -2.114355e+07 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102525 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -21147460.000000 Penalty: 5968.030762
	Iteration 4Q: 3 clusters Score -2.114746e+07 nChanged 10119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111136 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -21153694.000000 Penalty: 5968.030762
	Iteration 5F: 3 clusters Score -2.115369e+07 nChanged 12233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122231 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -21162876.000000 Penalty: 5968.030762
	Iteration 6F: 3 clusters Score -2.116288e+07 nChanged 12880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134317 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -21174056.000000 Penalty: 5968.030762
	Iteration 7F: 3 clusters Score -2.117406e+07 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145061 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -21184764.000000 Penalty: 5968.030762
	Iteration 8F: 3 clusters Score -2.118476e+07 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152366 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -21192058.000000 Penalty: 5968.030762
	Iteration 9Q: 3 clusters Score -2.119206e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156838 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -21196038.000000 Penalty: 5968.030762
	Iteration 10Q: 3 clusters Score -2.119604e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159686 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -21198328.000000 Penalty: 5968.030762
	Iteration 11Q: 3 clusters Score -2.119833e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161543 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -21199656.000000 Penalty: 5968.030762
	Iteration 12Q: 3 clusters Score -2.119966e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162826 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -21200496.000000 Penalty: 5968.030762
	Iteration 13Q: 3 clusters Score -2.12005e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163725 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -21201106.000000 Penalty: 5968.030762
	Iteration 14Q: 3 clusters Score -2.120111e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164351 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -21201394.000000 Penalty: 5968.030762
	Iteration 15Q: 3 clusters Score -2.120139e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164788 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -21201600.000000 Penalty: 5968.030762
	Iteration 16Q: 3 clusters Score -2.12016e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165121 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -21201720.000000 Penalty: 5968.030762
	Iteration 17Q: 3 clusters Score -2.120172e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165364 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -21201778.000000 Penalty: 5968.030762
	Iteration 18Q: 3 clusters Score -2.120178e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165520 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -21201820.000000 Penalty: 5968.030762
	Iteration 19Q: 3 clusters Score -2.120182e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165647 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -21201878.000000 Penalty: 5968.030762
	Iteration 20F: 3 clusters Score -2.120188e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165770 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -21201862.000000 Penalty: 5968.030762
	Iteration 21Q: 3 clusters Score -2.120186e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165876 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -21201914.000000 Penalty: 5968.030762
	Iteration 22Q: 3 clusters Score -2.120191e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165981 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -21201952.000000 Penalty: 5968.030762
	Iteration 23Q: 3 clusters Score -2.120195e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166076 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -21201972.000000 Penalty: 5968.030762
	Iteration 24Q: 3 clusters Score -2.120197e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166159 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -21202054.000000 Penalty: 5968.030762
	Iteration 25Q: 3 clusters Score -2.120205e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166221 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -21202056.000000 Penalty: 5968.030762
	Iteration 26Q: 3 clusters Score -2.120206e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166272 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -21202076.000000 Penalty: 5968.030762
	Iteration 27Q: 3 clusters Score -2.120208e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166322 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -21202058.000000 Penalty: 5968.030762
	Iteration 28Q: 3 clusters Score -2.120206e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166365 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -21202080.000000 Penalty: 5968.030762
	Iteration 29Q: 3 clusters Score -2.120208e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166392 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -21202076.000000 Penalty: 5968.030762
	Iteration 30Q: 3 clusters Score -2.120208e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166420 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -21202100.000000 Penalty: 5968.030762
	Iteration 31Q: 3 clusters Score -2.12021e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166438 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -21202088.000000 Penalty: 5968.030762
	Iteration 32Q: 3 clusters Score -2.120209e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166455 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -21202098.000000 Penalty: 5968.030762
	Iteration 33Q: 3 clusters Score -2.12021e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166476 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -21202114.000000 Penalty: 5968.030762
	Iteration 34Q: 3 clusters Score -2.120211e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166491 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -21202118.000000 Penalty: 5968.030762
	Iteration 35Q: 3 clusters Score -2.120212e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166507 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -21202110.000000 Penalty: 5968.030762
	Iteration 36Q: 3 clusters Score -2.120211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166518 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -21202108.000000 Penalty: 5968.030762
	Iteration 37Q: 3 clusters Score -2.120211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166524 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -21202100.000000 Penalty: 5968.030762
	Iteration 38Q: 3 clusters Score -2.12021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166529 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -21202094.000000 Penalty: 5968.030762
	Iteration 39Q: 3 clusters Score -2.120209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166533 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -21202110.000000 Penalty: 5968.030762
	Iteration 40F: 3 clusters Score -2.120211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166539 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -21202108.000000 Penalty: 5968.030762
	Iteration 41Q: 3 clusters Score -2.120211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166547 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -21202100.000000 Penalty: 5968.030762
	Iteration 42Q: 3 clusters Score -2.12021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166556 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -21202124.000000 Penalty: 5968.030762
	Iteration 43Q: 3 clusters Score -2.120212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166562 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -21202128.000000 Penalty: 5968.030762
	Iteration 44Q: 3 clusters Score -2.120213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166569 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -21202126.000000 Penalty: 5968.030762
	Iteration 45Q: 3 clusters Score -2.120213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166575 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -21202110.000000 Penalty: 5968.030762
	Iteration 46Q: 3 clusters Score -2.120211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166582 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -21202108.000000 Penalty: 5968.030762
	Iteration 47Q: 3 clusters Score -2.120211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166586 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -21202116.000000 Penalty: 5968.030762
	Iteration 48Q: 3 clusters Score -2.120212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166589 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -21202120.000000 Penalty: 5968.030762
	Iteration 49Q: 3 clusters Score -2.120212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166592 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -21202118.000000 Penalty: 5968.030762
	Iteration 50Q: 3 clusters Score -2.120212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166593 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -21202120.000000 Penalty: 5968.030762
	Iteration 51Q: 3 clusters Score -2.120212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166594 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -21202134.000000 Penalty: 5968.030762
	Iteration 52Q: 3 clusters Score -2.120213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166594 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -21202134.000000 Penalty: 5968.030762
	Iteration 53F: 3 clusters Score -2.120213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (109411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109411 members 
Entering Unmasked Estep 
Score: -13835524.000000 Penalty: 2877.510986
	Iteration 0F: 2 clusters Score -1.383552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -13762324.000000 Penalty: 5755.021973
	Iteration 0F: 3 clusters Score -1.376232e+07 nChanged 51843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 57182 members 
Entering Unmasked Estep 
Score: -13791902.000000 Penalty: 5755.021973
	Iteration 1F: 3 clusters Score -1.37919e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 58808 members 
Entering Unmasked Estep 
Score: -13792820.000000 Penalty: 5755.021973
	Iteration 2Q: 3 clusters Score -1.379282e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -13793987.000000 Penalty: 5755.021973
	Iteration 3Q: 3 clusters Score -1.379399e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 64862 members 
Entering Unmasked Estep 
Score: -13795519.000000 Penalty: 5755.021973
	Iteration 4Q: 3 clusters Score -1.379552e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 70005 members 
Entering Unmasked Estep 
Score: -13798246.000000 Penalty: 5755.021973
	Iteration 5F: 3 clusters Score -1.379825e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 77145 members 
Entering Unmasked Estep 
Score: -13803058.000000 Penalty: 5755.021973
	Iteration 6F: 3 clusters Score -1.380306e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 85906 members 
Entering Unmasked Estep 
Score: -13810319.000000 Penalty: 5755.021973
	Iteration 7F: 3 clusters Score -1.381032e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 95140 members 
Entering Unmasked Estep 
Score: -13819195.000000 Penalty: 5755.021973
	Iteration 8F: 3 clusters Score -1.38192e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 102468 members 
Entering Unmasked Estep 
Score: -13826516.000000 Penalty: 5755.021973
	Iteration 9F: 3 clusters Score -1.382652e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 106469 members 
Entering Unmasked Estep 
Score: -13830366.000000 Penalty: 5755.021973
	Iteration 10Q: 3 clusters Score -1.383037e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 108120 members 
Entering Unmasked Estep 
Score: -13832036.000000 Penalty: 5755.021973
	Iteration 11Q: 3 clusters Score -1.383204e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 108696 members 
Entering Unmasked Estep 
Score: -13832560.000000 Penalty: 5755.021973
	Iteration 12Q: 3 clusters Score -1.383256e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 108887 members 
Entering Unmasked Estep 
Score: -13832779.000000 Penalty: 5755.021973
	Iteration 13Q: 3 clusters Score -1.383278e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 108969 members 
Entering Unmasked Estep 
Score: -13832901.000000 Penalty: 5755.021973
	Iteration 14Q: 3 clusters Score -1.38329e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 109000 members 
Entering Unmasked Estep 
Score: -13832948.000000 Penalty: 5755.021973
	Iteration 15Q: 3 clusters Score -1.383295e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 109017 members 
Entering Unmasked Estep 
Score: -13832975.000000 Penalty: 5755.021973
	Iteration 16Q: 3 clusters Score -1.383298e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 109021 members 
Entering Unmasked Estep 
Score: -13833014.000000 Penalty: 5755.021973
	Iteration 17Q: 3 clusters Score -1.383301e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 109030 members 
Entering Unmasked Estep 
Score: -13833028.000000 Penalty: 5755.021973
	Iteration 18Q: 3 clusters Score -1.383303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 109033 members 
Entering Unmasked Estep 
Score: -13833042.000000 Penalty: 5755.021973
	Iteration 19Q: 3 clusters Score -1.383304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 109033 members 
Entering Unmasked Estep 
Score: -13833063.000000 Penalty: 5755.021973
	Iteration 20F: 3 clusters Score -1.383306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 109032 members 
Entering Unmasked Estep 
Score: -13833054.000000 Penalty: 5755.021973
	Iteration 21Q: 3 clusters Score -1.383305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 109041 members 
Entering Unmasked Estep 
Score: -13833066.000000 Penalty: 5755.021973
	Iteration 22Q: 3 clusters Score -1.383307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 109042 members 
Entering Unmasked Estep 
Score: -13833064.000000 Penalty: 5755.021973
	Iteration 23Q: 3 clusters Score -1.383306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 109041 members 
Entering Unmasked Estep 
Score: -13833071.000000 Penalty: 5755.021973
	Iteration 24Q: 3 clusters Score -1.383307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 109043 members 
Entering Unmasked Estep 
Score: -13833071.000000 Penalty: 5755.021973
	Iteration 25Q: 3 clusters Score -1.383307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 109043 members 
Entering Unmasked Estep 
Score: -13833077.000000 Penalty: 5755.021973
	Iteration 26Q: 3 clusters Score -1.383308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 109043 members 
Entering Unmasked Estep 
Score: -13833091.000000 Penalty: 5755.021973
	Iteration 27Q: 3 clusters Score -1.383309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 109045 members 
Entering Unmasked Estep 
Score: -13833096.000000 Penalty: 5755.021973
	Iteration 28Q: 3 clusters Score -1.38331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 109046 members 
Entering Unmasked Estep 
Score: -13833106.000000 Penalty: 5755.021973
	Iteration 29Q: 3 clusters Score -1.383311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 109048 members 
Entering Unmasked Estep 
Score: -13833115.000000 Penalty: 5755.021973
	Iteration 30Q: 3 clusters Score -1.383312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 109048 members 
Entering Unmasked Estep 
Score: -13833115.000000 Penalty: 5755.021973
	Iteration 31F: 3 clusters Score -1.383312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (122436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122436 members 
Entering Unmasked Estep 
Score: -15508526.000000 Penalty: 2905.405273
	Iteration 0F: 2 clusters Score -1.550853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -15426609.000000 Penalty: 5810.810547
	Iteration 0F: 3 clusters Score -1.542661e+07 nChanged 57970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 59768 members 
Entering Unmasked Estep 
Score: -15459722.000000 Penalty: 5810.810547
	Iteration 1F: 3 clusters Score -1.545972e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 58617 members 
Entering Unmasked Estep 
Score: -15460525.000000 Penalty: 5810.810547
	Iteration 2Q: 3 clusters Score -1.546052e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -15461423.000000 Penalty: 5810.810547
	Iteration 3Q: 3 clusters Score -1.546142e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68141 members 
Mstep: Class 2 contains 54295 members 
Entering Unmasked Estep 
Score: -15462762.000000 Penalty: 5810.810547
	Iteration 4Q: 3 clusters Score -1.546276e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -15465159.000000 Penalty: 5810.810547
	Iteration 5Q: 3 clusters Score -1.546516e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77471 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -15468871.000000 Penalty: 5810.810547
	Iteration 6F: 3 clusters Score -1.546887e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84800 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -15474951.000000 Penalty: 5810.810547
	Iteration 7F: 3 clusters Score -1.547495e+07 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93285 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -15482839.000000 Penalty: 5810.810547
	Iteration 8F: 3 clusters Score -1.548284e+07 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101183 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -15490913.000000 Penalty: 5810.810547
	Iteration 9F: 3 clusters Score -1.549091e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106891 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -15496572.000000 Penalty: 5810.810547
	Iteration 10F: 3 clusters Score -1.549657e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110455 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -15499861.000000 Penalty: 5810.810547
	Iteration 11Q: 3 clusters Score -1.549986e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112743 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -15501681.000000 Penalty: 5810.810547
	Iteration 12Q: 3 clusters Score -1.550168e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114405 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -15502867.000000 Penalty: 5810.810547
	Iteration 13Q: 3 clusters Score -1.550287e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115732 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -15503652.000000 Penalty: 5810.810547
	Iteration 14Q: 3 clusters Score -1.550365e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116776 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -15504243.000000 Penalty: 5810.810547
	Iteration 15Q: 3 clusters Score -1.550424e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117604 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -15504649.000000 Penalty: 5810.810547
	Iteration 16Q: 3 clusters Score -1.550465e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118267 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -15504964.000000 Penalty: 5810.810547
	Iteration 17Q: 3 clusters Score -1.550496e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118797 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -15505218.000000 Penalty: 5810.810547
	Iteration 18Q: 3 clusters Score -1.550522e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119229 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -15505447.000000 Penalty: 5810.810547
	Iteration 19Q: 3 clusters Score -1.550545e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119597 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -15505637.000000 Penalty: 5810.810547
	Iteration 20F: 3 clusters Score -1.550564e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119878 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -15505709.000000 Penalty: 5810.810547
	Iteration 21Q: 3 clusters Score -1.550571e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120091 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -15505805.000000 Penalty: 5810.810547
	Iteration 22Q: 3 clusters Score -1.55058e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120260 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -15505860.000000 Penalty: 5810.810547
	Iteration 23Q: 3 clusters Score -1.550586e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120403 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -15505913.000000 Penalty: 5810.810547
	Iteration 24Q: 3 clusters Score -1.550591e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120494 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -15505939.000000 Penalty: 5810.810547
	Iteration 25Q: 3 clusters Score -1.550594e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120569 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -15505950.000000 Penalty: 5810.810547
	Iteration 26Q: 3 clusters Score -1.550595e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120636 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -15505960.000000 Penalty: 5810.810547
	Iteration 27Q: 3 clusters Score -1.550596e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120703 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -15506016.000000 Penalty: 5810.810547
	Iteration 28Q: 3 clusters Score -1.550602e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120760 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -15506047.000000 Penalty: 5810.810547
	Iteration 29Q: 3 clusters Score -1.550605e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120814 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -15506067.000000 Penalty: 5810.810547
	Iteration 30Q: 3 clusters Score -1.550607e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120864 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -15506062.000000 Penalty: 5810.810547
	Iteration 31Q: 3 clusters Score -1.550606e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120910 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -15506087.000000 Penalty: 5810.810547
	Iteration 32Q: 3 clusters Score -1.550609e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120960 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -15506102.000000 Penalty: 5810.810547
	Iteration 33Q: 3 clusters Score -1.55061e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121007 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -15506127.000000 Penalty: 5810.810547
	Iteration 34Q: 3 clusters Score -1.550613e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121046 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -15506142.000000 Penalty: 5810.810547
	Iteration 35Q: 3 clusters Score -1.550614e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121077 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -15506160.000000 Penalty: 5810.810547
	Iteration 36Q: 3 clusters Score -1.550616e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121110 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -15506179.000000 Penalty: 5810.810547
	Iteration 37Q: 3 clusters Score -1.550618e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121134 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -15506197.000000 Penalty: 5810.810547
	Iteration 38Q: 3 clusters Score -1.55062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121152 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -15506199.000000 Penalty: 5810.810547
	Iteration 39Q: 3 clusters Score -1.55062e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121169 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -15506188.000000 Penalty: 5810.810547
	Iteration 40F: 3 clusters Score -1.550619e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121183 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -15506195.000000 Penalty: 5810.810547
	Iteration 41Q: 3 clusters Score -1.55062e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121195 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -15506188.000000 Penalty: 5810.810547
	Iteration 42Q: 3 clusters Score -1.550619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121206 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -15506186.000000 Penalty: 5810.810547
	Iteration 43Q: 3 clusters Score -1.550619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121211 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -15506173.000000 Penalty: 5810.810547
	Iteration 44Q: 3 clusters Score -1.550617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121220 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -15506162.000000 Penalty: 5810.810547
	Iteration 45Q: 3 clusters Score -1.550616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121229 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -15506174.000000 Penalty: 5810.810547
	Iteration 46Q: 3 clusters Score -1.550617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121235 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -15506189.000000 Penalty: 5810.810547
	Iteration 47Q: 3 clusters Score -1.550619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121235 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -15506198.000000 Penalty: 5810.810547
	Iteration 48Q: 3 clusters Score -1.55062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121236 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -15506192.000000 Penalty: 5810.810547
	Iteration 49Q: 3 clusters Score -1.550619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121237 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -15506190.000000 Penalty: 5810.810547
	Iteration 50Q: 3 clusters Score -1.550619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121236 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -15506193.000000 Penalty: 5810.810547
	Iteration 51Q: 3 clusters Score -1.550619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121236 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -15506193.000000 Penalty: 5810.810547
	Iteration 52F: 3 clusters Score -1.550619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -75409.015625 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -75409.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73768.726562 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -73768.73 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -74103.421875 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -74103.42 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -74366.914062 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -74366.91 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -74708.625000 Penalty: 3270.149902
	Iteration 3F: 3 clusters Score -74708.62 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -75010.664062 Penalty: 3270.149902
	Iteration 4F: 3 clusters Score -75010.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -75247.234375 Penalty: 3270.149902
	Iteration 5F: 3 clusters Score -75247.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -75421.593750 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -75421.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -75565.718750 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -75565.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -75634.507812 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -75634.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -75657.398438 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -75657.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -75723.929688 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -75723.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -75830.304688 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -75830.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -75963.984375 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -75963.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -75981.734375 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -75981.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -75987.671875 Penalty: 3270.149902
	Iteration 14Q: 3 clusters Score -75987.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -75993.320312 Penalty: 3270.149902
	Iteration 15Q: 3 clusters Score -75993.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -75993.320312 Penalty: 3270.149902
	Iteration 16F: 3 clusters Score -75993.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 16795 members 
Mstep: Class 4 contains 12006 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 714 members 
Mstep: Class 8 contains 168101 members 
Mstep: Class 9 contains 109411 members 
Mstep: Class 10 contains 122436 members 
Mstep: Class 11 contains 344 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 188630 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48218 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7914 members 
Mstep: Class 18 contains 386 members 
Mstep: Class 19 contains 175138 members 
Mstep: Class 20 contains 70938 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
Score: -119272304.000000 Penalty: 71765.531250
Splitting cluster 11 changes total score from -119273832.000000 to -119272304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -147533.968750 Penalty: 1762.438232
	Iteration 0F: 2 clusters Score -147534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -145448.390625 Penalty: 3524.876465
	Iteration 0F: 3 clusters Score -145448.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -145742.937500 Penalty: 3524.876465
	Iteration 1F: 3 clusters Score -145742.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -145822.828125 Penalty: 3524.876465
	Iteration 2F: 3 clusters Score -145822.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -145863.296875 Penalty: 3524.876465
	Iteration 3Q: 3 clusters Score -145863.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -145885.015625 Penalty: 3524.876465
	Iteration 4Q: 3 clusters Score -145885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -145898.796875 Penalty: 3524.876465
	Iteration 5Q: 3 clusters Score -145898.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -145908.390625 Penalty: 3524.876465
	Iteration 6Q: 3 clusters Score -145908.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -145914.546875 Penalty: 3524.876465
	Iteration 7Q: 3 clusters Score -145914.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -145916.328125 Penalty: 3524.876465
	Iteration 8Q: 3 clusters Score -145916.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -145919.062500 Penalty: 3524.876465
	Iteration 9Q: 3 clusters Score -145919.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -145919.062500 Penalty: 3524.876465
	Iteration 10F: 3 clusters Score -145919.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (188630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188630 members 
Entering Unmasked Estep 
Score: -23768906.000000 Penalty: 3012.590576
	Iteration 0F: 2 clusters Score -2.376891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94283 members 
Mstep: Class 2 contains 94347 members 
Entering Unmasked Estep 
Score: -23645316.000000 Penalty: 6025.181152
	Iteration 0F: 3 clusters Score -2.364532e+07 nChanged 90823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93534 members 
Mstep: Class 2 contains 95096 members 
Entering Unmasked Estep 
Score: -23698726.000000 Penalty: 6025.181152
	Iteration 1F: 3 clusters Score -2.369873e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93365 members 
Mstep: Class 2 contains 95265 members 
Entering Unmasked Estep 
Score: -23699926.000000 Penalty: 6025.181152
	Iteration 2Q: 3 clusters Score -2.369993e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93216 members 
Mstep: Class 2 contains 95414 members 
Entering Unmasked Estep 
Score: -23701690.000000 Penalty: 6025.181152
	Iteration 3Q: 3 clusters Score -2.370169e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92882 members 
Mstep: Class 2 contains 95748 members 
Entering Unmasked Estep 
Score: -23704086.000000 Penalty: 6025.181152
	Iteration 4Q: 3 clusters Score -2.370409e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92529 members 
Mstep: Class 2 contains 96101 members 
Entering Unmasked Estep 
Score: -23707394.000000 Penalty: 6025.181152
	Iteration 5Q: 3 clusters Score -2.370739e+07 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92230 members 
Mstep: Class 2 contains 96400 members 
Entering Unmasked Estep 
Score: -23711880.000000 Penalty: 6025.181152
	Iteration 6Q: 3 clusters Score -2.371188e+07 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92131 members 
Mstep: Class 2 contains 96499 members 
Entering Unmasked Estep 
Score: -23718734.000000 Penalty: 6025.181152
	Iteration 7F: 3 clusters Score -2.371873e+07 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92334 members 
Mstep: Class 2 contains 96296 members 
Entering Unmasked Estep 
Score: -23728020.000000 Penalty: 6025.181152
	Iteration 8F: 3 clusters Score -2.372802e+07 nChanged 12765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92833 members 
Mstep: Class 2 contains 95797 members 
Entering Unmasked Estep 
Score: -23737212.000000 Penalty: 6025.181152
	Iteration 9F: 3 clusters Score -2.373721e+07 nChanged 10681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93240 members 
Mstep: Class 2 contains 95390 members 
Entering Unmasked Estep 
Score: -23742834.000000 Penalty: 6025.181152
	Iteration 10F: 3 clusters Score -2.374283e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93475 members 
Mstep: Class 2 contains 95155 members 
Entering Unmasked Estep 
Score: -23745214.000000 Penalty: 6025.181152
	Iteration 11Q: 3 clusters Score -2.374521e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93797 members 
Mstep: Class 2 contains 94833 members 
Entering Unmasked Estep 
Score: -23746070.000000 Penalty: 6025.181152
	Iteration 12Q: 3 clusters Score -2.374607e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94193 members 
Mstep: Class 2 contains 94437 members 
Entering Unmasked Estep 
Score: -23746724.000000 Penalty: 6025.181152
	Iteration 13Q: 3 clusters Score -2.374672e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94706 members 
Mstep: Class 2 contains 93924 members 
Entering Unmasked Estep 
Score: -23747228.000000 Penalty: 6025.181152
	Iteration 14Q: 3 clusters Score -2.374723e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95272 members 
Mstep: Class 2 contains 93358 members 
Entering Unmasked Estep 
Score: -23747734.000000 Penalty: 6025.181152
	Iteration 15Q: 3 clusters Score -2.374773e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95859 members 
Mstep: Class 2 contains 92771 members 
Entering Unmasked Estep 
Score: -23748500.000000 Penalty: 6025.181152
	Iteration 16Q: 3 clusters Score -2.37485e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96486 members 
Mstep: Class 2 contains 92144 members 
Entering Unmasked Estep 
Score: -23749156.000000 Penalty: 6025.181152
	Iteration 17Q: 3 clusters Score -2.374916e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97135 members 
Mstep: Class 2 contains 91495 members 
Entering Unmasked Estep 
Score: -23749770.000000 Penalty: 6025.181152
	Iteration 18Q: 3 clusters Score -2.374977e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97719 members 
Mstep: Class 2 contains 90911 members 
Entering Unmasked Estep 
Score: -23750216.000000 Penalty: 6025.181152
	Iteration 19Q: 3 clusters Score -2.375022e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98293 members 
Mstep: Class 2 contains 90337 members 
Entering Unmasked Estep 
Score: -23750764.000000 Penalty: 6025.181152
	Iteration 20F: 3 clusters Score -2.375076e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98899 members 
Mstep: Class 2 contains 89731 members 
Entering Unmasked Estep 
Score: -23751078.000000 Penalty: 6025.181152
	Iteration 21Q: 3 clusters Score -2.375108e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99438 members 
Mstep: Class 2 contains 89192 members 
Entering Unmasked Estep 
Score: -23751556.000000 Penalty: 6025.181152
	Iteration 22Q: 3 clusters Score -2.375156e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99938 members 
Mstep: Class 2 contains 88692 members 
Entering Unmasked Estep 
Score: -23751930.000000 Penalty: 6025.181152
	Iteration 23Q: 3 clusters Score -2.375193e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100434 members 
Mstep: Class 2 contains 88196 members 
Entering Unmasked Estep 
Score: -23752240.000000 Penalty: 6025.181152
	Iteration 24Q: 3 clusters Score -2.375224e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100921 members 
Mstep: Class 2 contains 87709 members 
Entering Unmasked Estep 
Score: -23752500.000000 Penalty: 6025.181152
	Iteration 25Q: 3 clusters Score -2.37525e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101437 members 
Mstep: Class 2 contains 87193 members 
Entering Unmasked Estep 
Score: -23752696.000000 Penalty: 6025.181152
	Iteration 26Q: 3 clusters Score -2.37527e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101933 members 
Mstep: Class 2 contains 86697 members 
Entering Unmasked Estep 
Score: -23752880.000000 Penalty: 6025.181152
	Iteration 27Q: 3 clusters Score -2.375288e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102416 members 
Mstep: Class 2 contains 86214 members 
Entering Unmasked Estep 
Score: -23752920.000000 Penalty: 6025.181152
	Iteration 28Q: 3 clusters Score -2.375292e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102901 members 
Mstep: Class 2 contains 85729 members 
Entering Unmasked Estep 
Score: -23753138.000000 Penalty: 6025.181152
	Iteration 29Q: 3 clusters Score -2.375314e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103384 members 
Mstep: Class 2 contains 85246 members 
Entering Unmasked Estep 
Score: -23753294.000000 Penalty: 6025.181152
	Iteration 30Q: 3 clusters Score -2.375329e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103826 members 
Mstep: Class 2 contains 84804 members 
Entering Unmasked Estep 
Score: -23753310.000000 Penalty: 6025.181152
	Iteration 31Q: 3 clusters Score -2.375331e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104265 members 
Mstep: Class 2 contains 84365 members 
Entering Unmasked Estep 
Score: -23753360.000000 Penalty: 6025.181152
	Iteration 32Q: 3 clusters Score -2.375336e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104719 members 
Mstep: Class 2 contains 83911 members 
Entering Unmasked Estep 
Score: -23753438.000000 Penalty: 6025.181152
	Iteration 33Q: 3 clusters Score -2.375344e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105147 members 
Mstep: Class 2 contains 83483 members 
Entering Unmasked Estep 
Score: -23753506.000000 Penalty: 6025.181152
	Iteration 34Q: 3 clusters Score -2.375351e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105591 members 
Mstep: Class 2 contains 83039 members 
Entering Unmasked Estep 
Score: -23753586.000000 Penalty: 6025.181152
	Iteration 35Q: 3 clusters Score -2.375359e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106056 members 
Mstep: Class 2 contains 82574 members 
Entering Unmasked Estep 
Score: -23753648.000000 Penalty: 6025.181152
	Iteration 36Q: 3 clusters Score -2.375365e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106502 members 
Mstep: Class 2 contains 82128 members 
Entering Unmasked Estep 
Score: -23753576.000000 Penalty: 6025.181152
	Iteration 37Q: 3 clusters Score -2.375358e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106969 members 
Mstep: Class 2 contains 81661 members 
Entering Unmasked Estep 
Score: -23753586.000000 Penalty: 6025.181152
	Iteration 38Q: 3 clusters Score -2.375359e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107377 members 
Mstep: Class 2 contains 81253 members 
Entering Unmasked Estep 
Score: -23753614.000000 Penalty: 6025.181152
	Iteration 39Q: 3 clusters Score -2.375361e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107782 members 
Mstep: Class 2 contains 80848 members 
Entering Unmasked Estep 
Score: -23753642.000000 Penalty: 6025.181152
	Iteration 40F: 3 clusters Score -2.375364e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108141 members 
Mstep: Class 2 contains 80489 members 
Entering Unmasked Estep 
Score: -23753706.000000 Penalty: 6025.181152
	Iteration 41Q: 3 clusters Score -2.375371e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108514 members 
Mstep: Class 2 contains 80116 members 
Entering Unmasked Estep 
Score: -23753710.000000 Penalty: 6025.181152
	Iteration 42Q: 3 clusters Score -2.375371e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108901 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -23753730.000000 Penalty: 6025.181152
	Iteration 43Q: 3 clusters Score -2.375373e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109275 members 
Mstep: Class 2 contains 79355 members 
Entering Unmasked Estep 
Score: -23753732.000000 Penalty: 6025.181152
	Iteration 44Q: 3 clusters Score -2.375373e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109694 members 
Mstep: Class 2 contains 78936 members 
Entering Unmasked Estep 
Score: -23753770.000000 Penalty: 6025.181152
	Iteration 45Q: 3 clusters Score -2.375377e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110136 members 
Mstep: Class 2 contains 78494 members 
Entering Unmasked Estep 
Score: -23753804.000000 Penalty: 6025.181152
	Iteration 46Q: 3 clusters Score -2.37538e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110554 members 
Mstep: Class 2 contains 78076 members 
Entering Unmasked Estep 
Score: -23753774.000000 Penalty: 6025.181152
	Iteration 47Q: 3 clusters Score -2.375377e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110975 members 
Mstep: Class 2 contains 77655 members 
Entering Unmasked Estep 
Score: -23753834.000000 Penalty: 6025.181152
	Iteration 48Q: 3 clusters Score -2.375383e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111380 members 
Mstep: Class 2 contains 77250 members 
Entering Unmasked Estep 
Score: -23753868.000000 Penalty: 6025.181152
	Iteration 49Q: 3 clusters Score -2.375387e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111813 members 
Mstep: Class 2 contains 76817 members 
Entering Unmasked Estep 
Score: -23753820.000000 Penalty: 6025.181152
	Iteration 50Q: 3 clusters Score -2.375382e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112221 members 
Mstep: Class 2 contains 76409 members 
Entering Unmasked Estep 
Score: -23753868.000000 Penalty: 6025.181152
	Iteration 51Q: 3 clusters Score -2.375387e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112654 members 
Mstep: Class 2 contains 75976 members 
Entering Unmasked Estep 
Score: -23753914.000000 Penalty: 6025.181152
	Iteration 52Q: 3 clusters Score -2.375391e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113112 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -23754000.000000 Penalty: 6025.181152
	Iteration 53Q: 3 clusters Score -2.3754e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113610 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
Score: -23753952.000000 Penalty: 6025.181152
	Iteration 54Q: 3 clusters Score -2.375395e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114127 members 
Mstep: Class 2 contains 74503 members 
Entering Unmasked Estep 
Score: -23753958.000000 Penalty: 6025.181152
	Iteration 55Q: 3 clusters Score -2.375396e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114644 members 
Mstep: Class 2 contains 73986 members 
Entering Unmasked Estep 
Score: -23754004.000000 Penalty: 6025.181152
	Iteration 56Q: 3 clusters Score -2.3754e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115158 members 
Mstep: Class 2 contains 73472 members 
Entering Unmasked Estep 
Score: -23754092.000000 Penalty: 6025.181152
	Iteration 57Q: 3 clusters Score -2.375409e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115669 members 
Mstep: Class 2 contains 72961 members 
Entering Unmasked Estep 
Score: -23754164.000000 Penalty: 6025.181152
	Iteration 58Q: 3 clusters Score -2.375416e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116186 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -23754122.000000 Penalty: 6025.181152
	Iteration 59Q: 3 clusters Score -2.375412e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116752 members 
Mstep: Class 2 contains 71878 members 
Entering Unmasked Estep 
Score: -23754204.000000 Penalty: 6025.181152
	Iteration 60F: 3 clusters Score -2.37542e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117349 members 
Mstep: Class 2 contains 71281 members 
Entering Unmasked Estep 
Score: -23754292.000000 Penalty: 6025.181152
	Iteration 61Q: 3 clusters Score -2.375429e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117962 members 
Mstep: Class 2 contains 70668 members 
Entering Unmasked Estep 
Score: -23754432.000000 Penalty: 6025.181152
	Iteration 62Q: 3 clusters Score -2.375443e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118610 members 
Mstep: Class 2 contains 70020 members 
Entering Unmasked Estep 
Score: -23754414.000000 Penalty: 6025.181152
	Iteration 63Q: 3 clusters Score -2.375441e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119274 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -23754444.000000 Penalty: 6025.181152
	Iteration 64Q: 3 clusters Score -2.375444e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119978 members 
Mstep: Class 2 contains 68652 members 
Entering Unmasked Estep 
Score: -23754474.000000 Penalty: 6025.181152
	Iteration 65Q: 3 clusters Score -2.375447e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120701 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
Score: -23754502.000000 Penalty: 6025.181152
	Iteration 66Q: 3 clusters Score -2.37545e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121462 members 
Mstep: Class 2 contains 67168 members 
Entering Unmasked Estep 
Score: -23754584.000000 Penalty: 6025.181152
	Iteration 67Q: 3 clusters Score -2.375458e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122241 members 
Mstep: Class 2 contains 66389 members 
Entering Unmasked Estep 
Score: -23754512.000000 Penalty: 6025.181152
	Iteration 68Q: 3 clusters Score -2.375451e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123023 members 
Mstep: Class 2 contains 65607 members 
Entering Unmasked Estep 
Score: -23754574.000000 Penalty: 6025.181152
	Iteration 69Q: 3 clusters Score -2.375457e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123872 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -23754722.000000 Penalty: 6025.181152
	Iteration 70Q: 3 clusters Score -2.375472e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124695 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -23754894.000000 Penalty: 6025.181152
	Iteration 71Q: 3 clusters Score -2.375489e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125552 members 
Mstep: Class 2 contains 63078 members 
Entering Unmasked Estep 
Score: -23754994.000000 Penalty: 6025.181152
	Iteration 72Q: 3 clusters Score -2.375499e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126411 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
Score: -23755106.000000 Penalty: 6025.181152
	Iteration 73Q: 3 clusters Score -2.375511e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127322 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -23755204.000000 Penalty: 6025.181152
	Iteration 74Q: 3 clusters Score -2.37552e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128219 members 
Mstep: Class 2 contains 60411 members 
Entering Unmasked Estep 
Score: -23755272.000000 Penalty: 6025.181152
	Iteration 75Q: 3 clusters Score -2.375527e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129173 members 
Mstep: Class 2 contains 59457 members 
Entering Unmasked Estep 
Score: -23755298.000000 Penalty: 6025.181152
	Iteration 76Q: 3 clusters Score -2.37553e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130129 members 
Mstep: Class 2 contains 58501 members 
Entering Unmasked Estep 
Score: -23755362.000000 Penalty: 6025.181152
	Iteration 77Q: 3 clusters Score -2.375536e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131099 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -23755436.000000 Penalty: 6025.181152
	Iteration 78Q: 3 clusters Score -2.375544e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132112 members 
Mstep: Class 2 contains 56518 members 
Entering Unmasked Estep 
Score: -23755476.000000 Penalty: 6025.181152
	Iteration 79Q: 3 clusters Score -2.375548e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133099 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -23755706.000000 Penalty: 6025.181152
	Iteration 80F: 3 clusters Score -2.375571e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134155 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -23755878.000000 Penalty: 6025.181152
	Iteration 81Q: 3 clusters Score -2.375588e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135258 members 
Mstep: Class 2 contains 53372 members 
Entering Unmasked Estep 
Score: -23755972.000000 Penalty: 6025.181152
	Iteration 82Q: 3 clusters Score -2.375597e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136401 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -23756142.000000 Penalty: 6025.181152
	Iteration 83Q: 3 clusters Score -2.375614e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137577 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -23756428.000000 Penalty: 6025.181152
	Iteration 84Q: 3 clusters Score -2.375643e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138764 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -23756610.000000 Penalty: 6025.181152
	Iteration 85Q: 3 clusters Score -2.375661e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140051 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -23756890.000000 Penalty: 6025.181152
	Iteration 86Q: 3 clusters Score -2.375689e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141355 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -23757024.000000 Penalty: 6025.181152
	Iteration 87Q: 3 clusters Score -2.375702e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142656 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -23757196.000000 Penalty: 6025.181152
	Iteration 88Q: 3 clusters Score -2.37572e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144026 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -23757422.000000 Penalty: 6025.181152
	Iteration 89Q: 3 clusters Score -2.375742e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145450 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -23757630.000000 Penalty: 6025.181152
	Iteration 90Q: 3 clusters Score -2.375763e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146974 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -23757890.000000 Penalty: 6025.181152
	Iteration 91Q: 3 clusters Score -2.375789e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148599 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -23758310.000000 Penalty: 6025.181152
	Iteration 92Q: 3 clusters Score -2.375831e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150320 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -23758602.000000 Penalty: 6025.181152
	Iteration 93Q: 3 clusters Score -2.37586e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152119 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -23759064.000000 Penalty: 6025.181152
	Iteration 94Q: 3 clusters Score -2.375906e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153975 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -23759434.000000 Penalty: 6025.181152
	Iteration 95Q: 3 clusters Score -2.375943e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155866 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -23759790.000000 Penalty: 6025.181152
	Iteration 96Q: 3 clusters Score -2.375979e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157858 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -23760334.000000 Penalty: 6025.181152
	Iteration 97Q: 3 clusters Score -2.376033e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160040 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -23760722.000000 Penalty: 6025.181152
	Iteration 98Q: 3 clusters Score -2.376072e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162330 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -23761192.000000 Penalty: 6025.181152
	Iteration 99Q: 3 clusters Score -2.376119e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164750 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -23761710.000000 Penalty: 6025.181152
	Iteration 100F: 3 clusters Score -2.376171e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167168 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -23762406.000000 Penalty: 6025.181152
	Iteration 101Q: 3 clusters Score -2.376241e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169525 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -23762880.000000 Penalty: 6025.181152
	Iteration 102Q: 3 clusters Score -2.376288e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171801 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -23763462.000000 Penalty: 6025.181152
	Iteration 103Q: 3 clusters Score -2.376346e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173930 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -23763908.000000 Penalty: 6025.181152
	Iteration 104Q: 3 clusters Score -2.376391e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175925 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -23764348.000000 Penalty: 6025.181152
	Iteration 105Q: 3 clusters Score -2.376435e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177762 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -23764722.000000 Penalty: 6025.181152
	Iteration 106Q: 3 clusters Score -2.376472e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179440 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -23765046.000000 Penalty: 6025.181152
	Iteration 107Q: 3 clusters Score -2.376505e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180954 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -23765390.000000 Penalty: 6025.181152
	Iteration 108Q: 3 clusters Score -2.376539e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182339 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -23765820.000000 Penalty: 6025.181152
	Iteration 109Q: 3 clusters Score -2.376582e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183508 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -23766096.000000 Penalty: 6025.181152
	Iteration 110Q: 3 clusters Score -2.37661e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184463 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -23766302.000000 Penalty: 6025.181152
	Iteration 111Q: 3 clusters Score -2.37663e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185236 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -23766306.000000 Penalty: 6025.181152
	Iteration 112Q: 3 clusters Score -2.376631e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185854 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -23766402.000000 Penalty: 6025.181152
	Iteration 113Q: 3 clusters Score -2.37664e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186309 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -23766462.000000 Penalty: 6025.181152
	Iteration 114Q: 3 clusters Score -2.376646e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186656 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -23766426.000000 Penalty: 6025.181152
	Iteration 115Q: 3 clusters Score -2.376643e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186933 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -23766492.000000 Penalty: 6025.181152
	Iteration 116Q: 3 clusters Score -2.376649e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187144 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -23766480.000000 Penalty: 6025.181152
	Iteration 117Q: 3 clusters Score -2.376648e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187325 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -23766556.000000 Penalty: 6025.181152
	Iteration 118Q: 3 clusters Score -2.376656e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187455 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -23766580.000000 Penalty: 6025.181152
	Iteration 119Q: 3 clusters Score -2.376658e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187544 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -23766580.000000 Penalty: 6025.181152
	Iteration 120F: 3 clusters Score -2.376658e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187607 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -23766594.000000 Penalty: 6025.181152
	Iteration 121Q: 3 clusters Score -2.376659e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187661 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -23766630.000000 Penalty: 6025.181152
	Iteration 122Q: 3 clusters Score -2.376663e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187703 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -23766622.000000 Penalty: 6025.181152
	Iteration 123Q: 3 clusters Score -2.376662e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187736 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -23766628.000000 Penalty: 6025.181152
	Iteration 124Q: 3 clusters Score -2.376663e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187766 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -23766644.000000 Penalty: 6025.181152
	Iteration 125Q: 3 clusters Score -2.376664e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187788 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -23766644.000000 Penalty: 6025.181152
	Iteration 126Q: 3 clusters Score -2.376664e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187798 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -23766626.000000 Penalty: 6025.181152
	Iteration 127Q: 3 clusters Score -2.376663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187808 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -23766634.000000 Penalty: 6025.181152
	Iteration 128Q: 3 clusters Score -2.376663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187819 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -23766632.000000 Penalty: 6025.181152
	Iteration 129Q: 3 clusters Score -2.376663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187830 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -23766610.000000 Penalty: 6025.181152
	Iteration 130Q: 3 clusters Score -2.376661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187836 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -23766608.000000 Penalty: 6025.181152
	Iteration 131Q: 3 clusters Score -2.376661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187841 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -23766608.000000 Penalty: 6025.181152
	Iteration 132Q: 3 clusters Score -2.376661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187844 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -23766612.000000 Penalty: 6025.181152
	Iteration 133Q: 3 clusters Score -2.376661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187849 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -23766596.000000 Penalty: 6025.181152
	Iteration 134Q: 3 clusters Score -2.37666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187854 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -23766590.000000 Penalty: 6025.181152
	Iteration 135Q: 3 clusters Score -2.376659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187859 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -23766576.000000 Penalty: 6025.181152
	Iteration 136Q: 3 clusters Score -2.376658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187861 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -23766578.000000 Penalty: 6025.181152
	Iteration 137Q: 3 clusters Score -2.376658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187865 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -23766580.000000 Penalty: 6025.181152
	Iteration 138Q: 3 clusters Score -2.376658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187869 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -23766574.000000 Penalty: 6025.181152
	Iteration 139Q: 3 clusters Score -2.376657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187872 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -23766562.000000 Penalty: 6025.181152
	Iteration 140F: 3 clusters Score -2.376656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187876 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -23766566.000000 Penalty: 6025.181152
	Iteration 141Q: 3 clusters Score -2.376657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187880 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -23766574.000000 Penalty: 6025.181152
	Iteration 142Q: 3 clusters Score -2.376657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187887 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -23766560.000000 Penalty: 6025.181152
	Iteration 143Q: 3 clusters Score -2.376656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187898 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -23766574.000000 Penalty: 6025.181152
	Iteration 144Q: 3 clusters Score -2.376657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187907 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -23766572.000000 Penalty: 6025.181152
	Iteration 145Q: 3 clusters Score -2.376657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187916 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -23766560.000000 Penalty: 6025.181152
	Iteration 146Q: 3 clusters Score -2.376656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187919 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -23766572.000000 Penalty: 6025.181152
	Iteration 147Q: 3 clusters Score -2.376657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187922 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -23766572.000000 Penalty: 6025.181152
	Iteration 148Q: 3 clusters Score -2.376657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187923 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -23766582.000000 Penalty: 6025.181152
	Iteration 149Q: 3 clusters Score -2.376658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187925 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -23766586.000000 Penalty: 6025.181152
	Iteration 150Q: 3 clusters Score -2.376659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187929 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -23766580.000000 Penalty: 6025.181152
	Iteration 151Q: 3 clusters Score -2.376658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187936 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -23766586.000000 Penalty: 6025.181152
	Iteration 152Q: 3 clusters Score -2.376659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187944 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -23766576.000000 Penalty: 6025.181152
	Iteration 153Q: 3 clusters Score -2.376658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187947 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -23766586.000000 Penalty: 6025.181152
	Iteration 154Q: 3 clusters Score -2.376659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187950 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -23766574.000000 Penalty: 6025.181152
	Iteration 155Q: 3 clusters Score -2.376657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187953 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -23766572.000000 Penalty: 6025.181152
	Iteration 156Q: 3 clusters Score -2.376657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187956 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -23766576.000000 Penalty: 6025.181152
	Iteration 157Q: 3 clusters Score -2.376658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187959 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -23766584.000000 Penalty: 6025.181152
	Iteration 158Q: 3 clusters Score -2.376658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187963 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -23766574.000000 Penalty: 6025.181152
	Iteration 159Q: 3 clusters Score -2.376657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187964 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -23766574.000000 Penalty: 6025.181152
	Iteration 160F: 3 clusters Score -2.376657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187966 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -23766572.000000 Penalty: 6025.181152
	Iteration 161Q: 3 clusters Score -2.376657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187967 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -23766564.000000 Penalty: 6025.181152
	Iteration 162Q: 3 clusters Score -2.376656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187967 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -23766564.000000 Penalty: 6025.181152
	Iteration 163F: 3 clusters Score -2.376656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Entering Unmasked Estep 
Score: -175190.156250 Penalty: 1806.124756
	Iteration 0F: 2 clusters Score -175190.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -172893.890625 Penalty: 3612.249512
	Iteration 0F: 3 clusters Score -172893.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -173280.859375 Penalty: 3612.249512
	Iteration 1F: 3 clusters Score -173280.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -173372.562500 Penalty: 3612.249512
	Iteration 2F: 3 clusters Score -173372.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -173405.984375 Penalty: 3612.249512
	Iteration 3Q: 3 clusters Score -173406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -173428.328125 Penalty: 3612.249512
	Iteration 4Q: 3 clusters Score -173428.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -173447.046875 Penalty: 3612.249512
	Iteration 5Q: 3 clusters Score -173447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -173462.125000 Penalty: 3612.249512
	Iteration 6Q: 3 clusters Score -173462.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -173472.843750 Penalty: 3612.249512
	Iteration 7Q: 3 clusters Score -173472.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -173480.171875 Penalty: 3612.249512
	Iteration 8Q: 3 clusters Score -173480.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -173480.765625 Penalty: 3612.249512
	Iteration 9Q: 3 clusters Score -173480.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -173484.015625 Penalty: 3612.249512
	Iteration 10Q: 3 clusters Score -173484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -173487.687500 Penalty: 3612.249512
	Iteration 11Q: 3 clusters Score -173487.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -173491.250000 Penalty: 3612.249512
	Iteration 12Q: 3 clusters Score -173491.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -173495.218750 Penalty: 3612.249512
	Iteration 13Q: 3 clusters Score -173495.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -173497.000000 Penalty: 3612.249512
	Iteration 14Q: 3 clusters Score -173497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -173497.000000 Penalty: 3612.249512
	Iteration 15F: 3 clusters Score -173497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Entering Unmasked Estep 
Score: -6127236.000000 Penalty: 2674.304932
	Iteration 0F: 2 clusters Score -6127236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -6094788.000000 Penalty: 5348.609863
	Iteration 0F: 3 clusters Score -6094788 nChanged 22208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -6107546.500000 Penalty: 5348.609863
	Iteration 1F: 3 clusters Score -6107546 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -6108898.000000 Penalty: 5348.609863
	Iteration 2F: 3 clusters Score -6108898 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -6110620.000000 Penalty: 5348.609863
	Iteration 3F: 3 clusters Score -6110620 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -6112847.000000 Penalty: 5348.609863
	Iteration 4F: 3 clusters Score -6112847 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -6115312.500000 Penalty: 5348.609863
	Iteration 5F: 3 clusters Score -6115312 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -6117529.000000 Penalty: 5348.609863
	Iteration 6F: 3 clusters Score -6117529 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -6119433.000000 Penalty: 5348.609863
	Iteration 7F: 3 clusters Score -6119433 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -6120880.000000 Penalty: 5348.609863
	Iteration 8Q: 3 clusters Score -6120880 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -6121924.500000 Penalty: 5348.609863
	Iteration 9Q: 3 clusters Score -6121924 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -6122621.500000 Penalty: 5348.609863
	Iteration 10Q: 3 clusters Score -6122622 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -6123090.000000 Penalty: 5348.609863
	Iteration 11Q: 3 clusters Score -6123090 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -6123462.000000 Penalty: 5348.609863
	Iteration 12Q: 3 clusters Score -6123462 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -6123757.000000 Penalty: 5348.609863
	Iteration 13Q: 3 clusters Score -6123757 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -6124022.500000 Penalty: 5348.609863
	Iteration 14Q: 3 clusters Score -6124022 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -6124248.000000 Penalty: 5348.609863
	Iteration 15Q: 3 clusters Score -6124248 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -6124473.500000 Penalty: 5348.609863
	Iteration 16Q: 3 clusters Score -6124474 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -6124669.000000 Penalty: 5348.609863
	Iteration 17Q: 3 clusters Score -6124669 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -6124843.500000 Penalty: 5348.609863
	Iteration 18Q: 3 clusters Score -6124844 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -6125022.000000 Penalty: 5348.609863
	Iteration 19Q: 3 clusters Score -6125022 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -6125143.000000 Penalty: 5348.609863
	Iteration 20F: 3 clusters Score -6125143 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -6125258.000000 Penalty: 5348.609863
	Iteration 21Q: 3 clusters Score -6125258 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -6125358.500000 Penalty: 5348.609863
	Iteration 22Q: 3 clusters Score -6125358 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -6125421.000000 Penalty: 5348.609863
	Iteration 23Q: 3 clusters Score -6125421 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -6125478.000000 Penalty: 5348.609863
	Iteration 24Q: 3 clusters Score -6125478 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -6125544.000000 Penalty: 5348.609863
	Iteration 25Q: 3 clusters Score -6125544 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -6125607.000000 Penalty: 5348.609863
	Iteration 26Q: 3 clusters Score -6125607 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -6125656.500000 Penalty: 5348.609863
	Iteration 27Q: 3 clusters Score -6125656 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -6125721.500000 Penalty: 5348.609863
	Iteration 28Q: 3 clusters Score -6125722 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -6125756.500000 Penalty: 5348.609863
	Iteration 29Q: 3 clusters Score -6125756 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -6125785.000000 Penalty: 5348.609863
	Iteration 30Q: 3 clusters Score -6125785 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -6125818.000000 Penalty: 5348.609863
	Iteration 31Q: 3 clusters Score -6125818 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -6125854.500000 Penalty: 5348.609863
	Iteration 32Q: 3 clusters Score -6125854 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -6125866.500000 Penalty: 5348.609863
	Iteration 33Q: 3 clusters Score -6125866 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -6125891.000000 Penalty: 5348.609863
	Iteration 34Q: 3 clusters Score -6125891 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -6125903.500000 Penalty: 5348.609863
	Iteration 35Q: 3 clusters Score -6125904 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -6125909.500000 Penalty: 5348.609863
	Iteration 36Q: 3 clusters Score -6125910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -6125917.000000 Penalty: 5348.609863
	Iteration 37Q: 3 clusters Score -6125917 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -6125916.500000 Penalty: 5348.609863
	Iteration 38Q: 3 clusters Score -6125916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -6125925.000000 Penalty: 5348.609863
	Iteration 39Q: 3 clusters Score -6125925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -6125919.500000 Penalty: 5348.609863
	Iteration 40F: 3 clusters Score -6125920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -6125911.500000 Penalty: 5348.609863
	Iteration 41Q: 3 clusters Score -6125912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -6125920.500000 Penalty: 5348.609863
	Iteration 42Q: 3 clusters Score -6125920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -6125918.000000 Penalty: 5348.609863
	Iteration 43Q: 3 clusters Score -6125918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -6125926.000000 Penalty: 5348.609863
	Iteration 44Q: 3 clusters Score -6125926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -6125929.500000 Penalty: 5348.609863
	Iteration 45Q: 3 clusters Score -6125930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -6125925.000000 Penalty: 5348.609863
	Iteration 46Q: 3 clusters Score -6125925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -6125935.000000 Penalty: 5348.609863
	Iteration 47Q: 3 clusters Score -6125935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -6125935.500000 Penalty: 5348.609863
	Iteration 48Q: 3 clusters Score -6125936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -6125937.500000 Penalty: 5348.609863
	Iteration 49Q: 3 clusters Score -6125938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -6125928.000000 Penalty: 5348.609863
	Iteration 50Q: 3 clusters Score -6125928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -6125936.500000 Penalty: 5348.609863
	Iteration 51Q: 3 clusters Score -6125936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -6125945.500000 Penalty: 5348.609863
	Iteration 52Q: 3 clusters Score -6125946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -6125943.500000 Penalty: 5348.609863
	Iteration 53Q: 3 clusters Score -6125944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -6125939.000000 Penalty: 5348.609863
	Iteration 54Q: 3 clusters Score -6125939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -6125935.000000 Penalty: 5348.609863
	Iteration 55Q: 3 clusters Score -6125935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -6125953.500000 Penalty: 5348.609863
	Iteration 56Q: 3 clusters Score -6125954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -6125952.500000 Penalty: 5348.609863
	Iteration 57Q: 3 clusters Score -6125952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -6125953.500000 Penalty: 5348.609863
	Iteration 58Q: 3 clusters Score -6125954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -6125951.500000 Penalty: 5348.609863
	Iteration 59Q: 3 clusters Score -6125952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -6125956.500000 Penalty: 5348.609863
	Iteration 60F: 3 clusters Score -6125956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -291197.218750 Penalty: 1931.476440
	Iteration 0F: 2 clusters Score -291197.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -288268.312500 Penalty: 3862.952881
	Iteration 0F: 3 clusters Score -288268.3 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -288824.406250 Penalty: 3862.952881
	Iteration 1F: 3 clusters Score -288824.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -288962.406250 Penalty: 3862.952881
	Iteration 2F: 3 clusters Score -288962.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -289024.593750 Penalty: 3862.952881
	Iteration 3Q: 3 clusters Score -289024.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -289072.406250 Penalty: 3862.952881
	Iteration 4Q: 3 clusters Score -289072.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -289105.250000 Penalty: 3862.952881
	Iteration 5Q: 3 clusters Score -289105.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -289127.218750 Penalty: 3862.952881
	Iteration 6Q: 3 clusters Score -289127.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -289145.093750 Penalty: 3862.952881
	Iteration 7Q: 3 clusters Score -289145.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -289163.375000 Penalty: 3862.952881
	Iteration 8Q: 3 clusters Score -289163.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -289174.031250 Penalty: 3862.952881
	Iteration 9Q: 3 clusters Score -289174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -289185.812500 Penalty: 3862.952881
	Iteration 10Q: 3 clusters Score -289185.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -289197.500000 Penalty: 3862.952881
	Iteration 11Q: 3 clusters Score -289197.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -289216.187500 Penalty: 3862.952881
	Iteration 12Q: 3 clusters Score -289216.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -289232.937500 Penalty: 3862.952881
	Iteration 13Q: 3 clusters Score -289232.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -289251.875000 Penalty: 3862.952881
	Iteration 14Q: 3 clusters Score -289251.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -289274.843750 Penalty: 3862.952881
	Iteration 15Q: 3 clusters Score -289274.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -289295.062500 Penalty: 3862.952881
	Iteration 16Q: 3 clusters Score -289295.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -289320.156250 Penalty: 3862.952881
	Iteration 17Q: 3 clusters Score -289320.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -289348.062500 Penalty: 3862.952881
	Iteration 18Q: 3 clusters Score -289348.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -289375.093750 Penalty: 3862.952881
	Iteration 19Q: 3 clusters Score -289375.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -289395.656250 Penalty: 3862.952881
	Iteration 20F: 3 clusters Score -289395.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -289424.906250 Penalty: 3862.952881
	Iteration 21Q: 3 clusters Score -289424.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -289455.750000 Penalty: 3862.952881
	Iteration 22Q: 3 clusters Score -289455.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -289478.781250 Penalty: 3862.952881
	Iteration 23Q: 3 clusters Score -289478.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -289504.937500 Penalty: 3862.952881
	Iteration 24Q: 3 clusters Score -289504.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -289530.968750 Penalty: 3862.952881
	Iteration 25Q: 3 clusters Score -289531 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -289559.500000 Penalty: 3862.952881
	Iteration 26Q: 3 clusters Score -289559.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -289589.437500 Penalty: 3862.952881
	Iteration 27Q: 3 clusters Score -289589.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -289633.937500 Penalty: 3862.952881
	Iteration 28Q: 3 clusters Score -289633.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -289692.093750 Penalty: 3862.952881
	Iteration 29Q: 3 clusters Score -289692.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -289778.031250 Penalty: 3862.952881
	Iteration 30Q: 3 clusters Score -289778 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -289931.156250 Penalty: 3862.952881
	Iteration 31Q: 3 clusters Score -289931.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -290178.281250 Penalty: 3862.952881
	Iteration 32Q: 3 clusters Score -290178.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -290565.687500 Penalty: 3862.952881
	Iteration 33F: 3 clusters Score -290565.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -290940.656250 Penalty: 3862.952881
	Iteration 34F: 3 clusters Score -290940.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -291270.468750 Penalty: 3862.952881
	Iteration 35Q: 3 clusters Score -291270.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -291388.875000 Penalty: 3862.952881
	Iteration 36Q: 3 clusters Score -291388.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -291411.625000 Penalty: 3862.952881
	Iteration 37Q: 3 clusters Score -291411.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -291424.250000 Penalty: 3862.952881
	Iteration 38Q: 3 clusters Score -291424.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -291424.437500 Penalty: 3862.952881
	Iteration 39Q: 3 clusters Score -291424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -291424.812500 Penalty: 3862.952881
	Iteration 40F: 3 clusters Score -291424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 16795 members 
Mstep: Class 4 contains 12006 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 714 members 
Mstep: Class 8 contains 168101 members 
Mstep: Class 9 contains 109411 members 
Mstep: Class 10 contains 122436 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 188630 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48218 members 
Mstep: Class 16 contains 1213 members 
Mstep: Class 17 contains 7914 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 175138 members 
Mstep: Class 20 contains 70938 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
Score: -119271936.000000 Penalty: 71765.531250
Splitting cluster 16 changes total score from -119273832.000000 to -119271936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (7914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Entering Unmasked Estep 
Score: -952809.687500 Penalty: 2226.144531
	Iteration 0F: 2 clusters Score -952809.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -946452.687500 Penalty: 4452.289062
	Iteration 0F: 3 clusters Score -946452.7 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -948180.312500 Penalty: 4452.289062
	Iteration 1F: 3 clusters Score -948180.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -948531.562500 Penalty: 4452.289062
	Iteration 2F: 3 clusters Score -948531.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -948886.875000 Penalty: 4452.289062
	Iteration 3F: 3 clusters Score -948886.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -949224.937500 Penalty: 4452.289062
	Iteration 4F: 3 clusters Score -949224.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -949545.500000 Penalty: 4452.289062
	Iteration 5F: 3 clusters Score -949545.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -949901.250000 Penalty: 4452.289062
	Iteration 6F: 3 clusters Score -949901.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -950291.000000 Penalty: 4452.289062
	Iteration 7F: 3 clusters Score -950291 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -950614.562500 Penalty: 4452.289062
	Iteration 8F: 3 clusters Score -950614.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -950892.750000 Penalty: 4452.289062
	Iteration 9Q: 3 clusters Score -950892.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -951092.000000 Penalty: 4452.289062
	Iteration 10Q: 3 clusters Score -951092 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -951250.312500 Penalty: 4452.289062
	Iteration 11Q: 3 clusters Score -951250.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -951354.812500 Penalty: 4452.289062
	Iteration 12Q: 3 clusters Score -951354.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -951422.187500 Penalty: 4452.289062
	Iteration 13Q: 3 clusters Score -951422.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -951466.750000 Penalty: 4452.289062
	Iteration 14Q: 3 clusters Score -951466.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -951489.625000 Penalty: 4452.289062
	Iteration 15Q: 3 clusters Score -951489.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -951510.437500 Penalty: 4452.289062
	Iteration 16Q: 3 clusters Score -951510.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -951523.187500 Penalty: 4452.289062
	Iteration 17Q: 3 clusters Score -951523.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -951529.125000 Penalty: 4452.289062
	Iteration 18Q: 3 clusters Score -951529.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -951541.250000 Penalty: 4452.289062
	Iteration 19Q: 3 clusters Score -951541.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -951548.625000 Penalty: 4452.289062
	Iteration 20F: 3 clusters Score -951548.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -951556.937500 Penalty: 4452.289062
	Iteration 21Q: 3 clusters Score -951556.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -951577.437500 Penalty: 4452.289062
	Iteration 22Q: 3 clusters Score -951577.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -951596.125000 Penalty: 4452.289062
	Iteration 23Q: 3 clusters Score -951596.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -951614.250000 Penalty: 4452.289062
	Iteration 24Q: 3 clusters Score -951614.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -951634.125000 Penalty: 4452.289062
	Iteration 25Q: 3 clusters Score -951634.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -951642.000000 Penalty: 4452.289062
	Iteration 26Q: 3 clusters Score -951642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -951645.437500 Penalty: 4452.289062
	Iteration 27Q: 3 clusters Score -951645.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -951652.000000 Penalty: 4452.289062
	Iteration 28Q: 3 clusters Score -951652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -951656.437500 Penalty: 4452.289062
	Iteration 29Q: 3 clusters Score -951656.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -951660.937500 Penalty: 4452.289062
	Iteration 30Q: 3 clusters Score -951660.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -951659.187500 Penalty: 4452.289062
	Iteration 31Q: 3 clusters Score -951659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -951661.562500 Penalty: 4452.289062
	Iteration 32Q: 3 clusters Score -951661.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -951662.500000 Penalty: 4452.289062
	Iteration 33Q: 3 clusters Score -951662.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -951664.875000 Penalty: 4452.289062
	Iteration 34Q: 3 clusters Score -951664.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -951666.437500 Penalty: 4452.289062
	Iteration 35Q: 3 clusters Score -951666.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -951668.500000 Penalty: 4452.289062
	Iteration 36Q: 3 clusters Score -951668.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -951669.000000 Penalty: 4452.289062
	Iteration 37Q: 3 clusters Score -951669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -951670.187500 Penalty: 4452.289062
	Iteration 38Q: 3 clusters Score -951670.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -951670.187500 Penalty: 4452.289062
	Iteration 39F: 3 clusters Score -951670.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175138 members 
Entering Unmasked Estep 
Score: -22031982.000000 Penalty: 2994.185791
	Iteration 0F: 2 clusters Score -2.203198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87762 members 
Mstep: Class 2 contains 87376 members 
Entering Unmasked Estep 
Score: -21916248.000000 Penalty: 5988.371582
	Iteration 0F: 3 clusters Score -2.191625e+07 nChanged 84280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91216 members 
Mstep: Class 2 contains 83922 members 
Entering Unmasked Estep 
Score: -21965126.000000 Penalty: 5988.371582
	Iteration 1F: 3 clusters Score -2.196513e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93530 members 
Mstep: Class 2 contains 81608 members 
Entering Unmasked Estep 
Score: -21966312.000000 Penalty: 5988.371582
	Iteration 2Q: 3 clusters Score -2.196631e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97061 members 
Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
Score: -21967954.000000 Penalty: 5988.371582
	Iteration 3Q: 3 clusters Score -2.196795e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102498 members 
Mstep: Class 2 contains 72640 members 
Entering Unmasked Estep 
Score: -21970884.000000 Penalty: 5988.371582
	Iteration 4Q: 3 clusters Score -2.197088e+07 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110671 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -21976664.000000 Penalty: 5988.371582
	Iteration 5F: 3 clusters Score -2.197666e+07 nChanged 13228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121903 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -21986396.000000 Penalty: 5988.371582
	Iteration 6F: 3 clusters Score -2.19864e+07 nChanged 15006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134891 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -22000230.000000 Penalty: 5988.371582
	Iteration 7F: 3 clusters Score -2.200023e+07 nChanged 13162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146069 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -22013556.000000 Penalty: 5988.371582
	Iteration 8F: 3 clusters Score -2.201356e+07 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152455 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -22022540.000000 Penalty: 5988.371582
	Iteration 9Q: 3 clusters Score -2.202254e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155263 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -22027134.000000 Penalty: 5988.371582
	Iteration 10Q: 3 clusters Score -2.202713e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156913 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -22028928.000000 Penalty: 5988.371582
	Iteration 11Q: 3 clusters Score -2.202893e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158272 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -22029910.000000 Penalty: 5988.371582
	Iteration 12Q: 3 clusters Score -2.202991e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159372 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -22030556.000000 Penalty: 5988.371582
	Iteration 13Q: 3 clusters Score -2.203056e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160304 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -22031024.000000 Penalty: 5988.371582
	Iteration 14Q: 3 clusters Score -2.203102e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161053 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -22031180.000000 Penalty: 5988.371582
	Iteration 15Q: 3 clusters Score -2.203118e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161754 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -22031338.000000 Penalty: 5988.371582
	Iteration 16Q: 3 clusters Score -2.203134e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162398 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -22031498.000000 Penalty: 5988.371582
	Iteration 17Q: 3 clusters Score -2.20315e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162975 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -22031570.000000 Penalty: 5988.371582
	Iteration 18Q: 3 clusters Score -2.203157e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163498 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -22031528.000000 Penalty: 5988.371582
	Iteration 19Q: 3 clusters Score -2.203153e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163957 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -22031550.000000 Penalty: 5988.371582
	Iteration 20F: 3 clusters Score -2.203155e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164377 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -22031602.000000 Penalty: 5988.371582
	Iteration 21Q: 3 clusters Score -2.20316e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164769 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -22031652.000000 Penalty: 5988.371582
	Iteration 22Q: 3 clusters Score -2.203165e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165111 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -22031666.000000 Penalty: 5988.371582
	Iteration 23Q: 3 clusters Score -2.203167e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165412 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -22031674.000000 Penalty: 5988.371582
	Iteration 24Q: 3 clusters Score -2.203167e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165702 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -22031674.000000 Penalty: 5988.371582
	Iteration 25Q: 3 clusters Score -2.203167e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165972 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -22031688.000000 Penalty: 5988.371582
	Iteration 26Q: 3 clusters Score -2.203169e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166258 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -22031698.000000 Penalty: 5988.371582
	Iteration 27Q: 3 clusters Score -2.20317e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166544 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -22031694.000000 Penalty: 5988.371582
	Iteration 28Q: 3 clusters Score -2.203169e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166816 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -22031672.000000 Penalty: 5988.371582
	Iteration 29Q: 3 clusters Score -2.203167e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167072 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -22031684.000000 Penalty: 5988.371582
	Iteration 30Q: 3 clusters Score -2.203168e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167284 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -22031678.000000 Penalty: 5988.371582
	Iteration 31Q: 3 clusters Score -2.203168e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167484 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -22031686.000000 Penalty: 5988.371582
	Iteration 32Q: 3 clusters Score -2.203169e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167676 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -22031684.000000 Penalty: 5988.371582
	Iteration 33Q: 3 clusters Score -2.203168e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167854 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -22031636.000000 Penalty: 5988.371582
	Iteration 34Q: 3 clusters Score -2.203164e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168021 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -22031644.000000 Penalty: 5988.371582
	Iteration 35Q: 3 clusters Score -2.203164e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168196 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -22031620.000000 Penalty: 5988.371582
	Iteration 36Q: 3 clusters Score -2.203162e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168351 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -22031632.000000 Penalty: 5988.371582
	Iteration 37Q: 3 clusters Score -2.203163e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168505 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -22031600.000000 Penalty: 5988.371582
	Iteration 38Q: 3 clusters Score -2.20316e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168625 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -22031610.000000 Penalty: 5988.371582
	Iteration 39Q: 3 clusters Score -2.203161e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168754 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -22031596.000000 Penalty: 5988.371582
	Iteration 40F: 3 clusters Score -2.20316e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168856 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -22031570.000000 Penalty: 5988.371582
	Iteration 41Q: 3 clusters Score -2.203157e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168946 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -22031570.000000 Penalty: 5988.371582
	Iteration 42Q: 3 clusters Score -2.203157e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169018 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -22031540.000000 Penalty: 5988.371582
	Iteration 43Q: 3 clusters Score -2.203154e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169097 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -22031538.000000 Penalty: 5988.371582
	Iteration 44Q: 3 clusters Score -2.203154e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169181 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -22031500.000000 Penalty: 5988.371582
	Iteration 45Q: 3 clusters Score -2.20315e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169267 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -22031492.000000 Penalty: 5988.371582
	Iteration 46Q: 3 clusters Score -2.203149e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169360 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -22031426.000000 Penalty: 5988.371582
	Iteration 47Q: 3 clusters Score -2.203143e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169454 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -22031414.000000 Penalty: 5988.371582
	Iteration 48Q: 3 clusters Score -2.203141e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169549 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -22031446.000000 Penalty: 5988.371582
	Iteration 49Q: 3 clusters Score -2.203145e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169640 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -22031448.000000 Penalty: 5988.371582
	Iteration 50Q: 3 clusters Score -2.203145e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169729 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -22031442.000000 Penalty: 5988.371582
	Iteration 51Q: 3 clusters Score -2.203144e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169807 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -22031418.000000 Penalty: 5988.371582
	Iteration 52Q: 3 clusters Score -2.203142e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169881 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -22031456.000000 Penalty: 5988.371582
	Iteration 53Q: 3 clusters Score -2.203146e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169950 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -22031416.000000 Penalty: 5988.371582
	Iteration 54Q: 3 clusters Score -2.203142e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170015 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -22031412.000000 Penalty: 5988.371582
	Iteration 55Q: 3 clusters Score -2.203141e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170079 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -22031406.000000 Penalty: 5988.371582
	Iteration 56Q: 3 clusters Score -2.203141e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170135 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -22031420.000000 Penalty: 5988.371582
	Iteration 57Q: 3 clusters Score -2.203142e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170174 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -22031384.000000 Penalty: 5988.371582
	Iteration 58Q: 3 clusters Score -2.203138e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170210 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -22031382.000000 Penalty: 5988.371582
	Iteration 59Q: 3 clusters Score -2.203138e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170244 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -22031362.000000 Penalty: 5988.371582
	Iteration 60F: 3 clusters Score -2.203136e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170266 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -22031380.000000 Penalty: 5988.371582
	Iteration 61Q: 3 clusters Score -2.203138e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170287 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -22031362.000000 Penalty: 5988.371582
	Iteration 62Q: 3 clusters Score -2.203136e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170313 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -22031386.000000 Penalty: 5988.371582
	Iteration 63Q: 3 clusters Score -2.203139e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170338 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -22031344.000000 Penalty: 5988.371582
	Iteration 64Q: 3 clusters Score -2.203134e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170352 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -22031316.000000 Penalty: 5988.371582
	Iteration 65Q: 3 clusters Score -2.203132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170360 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -22031322.000000 Penalty: 5988.371582
	Iteration 66Q: 3 clusters Score -2.203132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170369 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -22031314.000000 Penalty: 5988.371582
	Iteration 67Q: 3 clusters Score -2.203131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170377 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -22031318.000000 Penalty: 5988.371582
	Iteration 68Q: 3 clusters Score -2.203132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170383 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -22031330.000000 Penalty: 5988.371582
	Iteration 69Q: 3 clusters Score -2.203133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170387 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -22031332.000000 Penalty: 5988.371582
	Iteration 70Q: 3 clusters Score -2.203133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170393 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -22031336.000000 Penalty: 5988.371582
	Iteration 71Q: 3 clusters Score -2.203134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170399 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -22031322.000000 Penalty: 5988.371582
	Iteration 72Q: 3 clusters Score -2.203132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170406 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -22031344.000000 Penalty: 5988.371582
	Iteration 73Q: 3 clusters Score -2.203134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170412 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -22031330.000000 Penalty: 5988.371582
	Iteration 74Q: 3 clusters Score -2.203133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170416 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -22031330.000000 Penalty: 5988.371582
	Iteration 75Q: 3 clusters Score -2.203133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170418 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -22031326.000000 Penalty: 5988.371582
	Iteration 76Q: 3 clusters Score -2.203133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170420 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -22031328.000000 Penalty: 5988.371582
	Iteration 77Q: 3 clusters Score -2.203133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170422 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -22031322.000000 Penalty: 5988.371582
	Iteration 78Q: 3 clusters Score -2.203132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170424 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -22031316.000000 Penalty: 5988.371582
	Iteration 79Q: 3 clusters Score -2.203132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170426 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -22031326.000000 Penalty: 5988.371582
	Iteration 80F: 3 clusters Score -2.203133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170427 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -22031322.000000 Penalty: 5988.371582
	Iteration 81Q: 3 clusters Score -2.203132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170427 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -22031322.000000 Penalty: 5988.371582
	Iteration 82F: 3 clusters Score -2.203132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (70938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70938 members 
Entering Unmasked Estep 
Score: -8720507.000000 Penalty: 2770.051270
	Iteration 0F: 2 clusters Score -8720507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -8673037.000000 Penalty: 5540.102539
	Iteration 0F: 3 clusters Score -8673037 nChanged 33051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -8691516.000000 Penalty: 5540.102539
	Iteration 1F: 3 clusters Score -8691516 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -8692160.000000 Penalty: 5540.102539
	Iteration 2Q: 3 clusters Score -8692160 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -8693000.000000 Penalty: 5540.102539
	Iteration 3Q: 3 clusters Score -8693000 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -8694279.000000 Penalty: 5540.102539
	Iteration 4Q: 3 clusters Score -8694279 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -8696733.000000 Penalty: 5540.102539
	Iteration 5F: 3 clusters Score -8696733 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -8701143.000000 Penalty: 5540.102539
	Iteration 6F: 3 clusters Score -8701143 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -8707602.000000 Penalty: 5540.102539
	Iteration 7F: 3 clusters Score -8707602 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66472 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -8713475.000000 Penalty: 5540.102539
	Iteration 8F: 3 clusters Score -8713475 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69544 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8716608.000000 Penalty: 5540.102539
	Iteration 9Q: 3 clusters Score -8716608 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70499 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8717583.000000 Penalty: 5540.102539
	Iteration 10Q: 3 clusters Score -8717583 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8717856.000000 Penalty: 5540.102539
	Iteration 11Q: 3 clusters Score -8717856 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70759 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8717973.000000 Penalty: 5540.102539
	Iteration 12Q: 3 clusters Score -8717973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70777 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8718031.000000 Penalty: 5540.102539
	Iteration 13Q: 3 clusters Score -8718031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70784 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8718052.000000 Penalty: 5540.102539
	Iteration 14Q: 3 clusters Score -8718052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70785 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8718057.000000 Penalty: 5540.102539
	Iteration 15Q: 3 clusters Score -8718057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70785 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8718057.000000 Penalty: 5540.102539
	Iteration 16F: 3 clusters Score -8718057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -49656.367188 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -49656.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48238.011719 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -48238.01 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48417.906250 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -48417.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48503.722656 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -48503.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -48593.550781 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -48593.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -48659.398438 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -48659.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -48715.359375 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -48715.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48734.144531 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -48734.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -48757.511719 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -48757.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -48772.027344 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -48772.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48781.289062 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -48781.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48786.140625 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -48786.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48786.226562 Penalty: 3020.166260
	Iteration 11F: 3 clusters Score -48786.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48791.734375 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -48791.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -48811.542969 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -48811.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48829.746094 Penalty: 3020.166260
	Iteration 14Q: 3 clusters Score -48829.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48832.714844 Penalty: 3020.166260
	Iteration 15Q: 3 clusters Score -48832.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48834.339844 Penalty: 3020.166260
	Iteration 16Q: 3 clusters Score -48834.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48838.152344 Penalty: 3020.166260
	Iteration 17Q: 3 clusters Score -48838.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48848.191406 Penalty: 3020.166260
	Iteration 18Q: 3 clusters Score -48848.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -48851.066406 Penalty: 3020.166260
	Iteration 19Q: 3 clusters Score -48851.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -48856.550781 Penalty: 3020.166260
	Iteration 20F: 3 clusters Score -48856.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -48861.843750 Penalty: 3020.166260
	Iteration 21Q: 3 clusters Score -48861.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -48861.843750 Penalty: 3020.166260
	Iteration 22F: 3 clusters Score -48861.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 16795 members 
Mstep: Class 4 contains 12006 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 714 members 
Mstep: Class 8 contains 168101 members 
Mstep: Class 9 contains 109411 members 
Mstep: Class 10 contains 122436 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 188630 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48218 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7914 members 
Mstep: Class 19 contains 175138 members 
Mstep: Class 20 contains 70938 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273464.000000 Penalty: 68348.125000
Iteration 119Q: 21 clusters Score -1.192735e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 16338 members 
Mstep: Class 4 contains 12008 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 168222 members 
Mstep: Class 9 contains 109475 members 
Mstep: Class 10 contains 122554 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 188819 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48227 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7909 members 
Mstep: Class 19 contains 175139 members 
Mstep: Class 20 contains 70884 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273024.000000 Penalty: 68348.125000
Iteration 120F: 21 clusters Score -1.19273e+08 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 15892 members 
Mstep: Class 4 contains 12007 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 669 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 168378 members 
Mstep: Class 9 contains 109523 members 
Mstep: Class 10 contains 122678 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189000 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48243 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7902 members 
Mstep: Class 19 contains 175132 members 
Mstep: Class 20 contains 70808 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273224.000000 Penalty: 68348.125000
Iteration 121Q: 21 clusters Score -1.192732e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 15453 members 
Mstep: Class 4 contains 12003 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 168548 members 
Mstep: Class 9 contains 109596 members 
Mstep: Class 10 contains 122803 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189118 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48256 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7898 members 
Mstep: Class 19 contains 175102 members 
Mstep: Class 20 contains 70765 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273112.000000 Penalty: 68348.125000
Iteration 122Q: 21 clusters Score -1.192731e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 15064 members 
Mstep: Class 4 contains 11995 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 168689 members 
Mstep: Class 9 contains 109657 members 
Mstep: Class 10 contains 122932 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189208 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48270 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7886 members 
Mstep: Class 19 contains 175088 members 
Mstep: Class 20 contains 70733 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272816.000000 Penalty: 68348.125000
Iteration 123Q: 21 clusters Score -1.192728e+08 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 14707 members 
Mstep: Class 4 contains 11997 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 168793 members 
Mstep: Class 9 contains 109704 members 
Mstep: Class 10 contains 123056 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189317 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48274 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7874 members 
Mstep: Class 19 contains 175109 members 
Mstep: Class 20 contains 70692 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272744.000000 Penalty: 68348.125000
Iteration 124Q: 21 clusters Score -1.192727e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 14329 members 
Mstep: Class 4 contains 11995 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 168932 members 
Mstep: Class 9 contains 109729 members 
Mstep: Class 10 contains 123199 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189382 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48288 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7866 members 
Mstep: Class 19 contains 175143 members 
Mstep: Class 20 contains 70655 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272656.000000 Penalty: 68348.125000
Iteration 125Q: 21 clusters Score -1.192727e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 13950 members 
Mstep: Class 4 contains 12001 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 169071 members 
Mstep: Class 9 contains 109753 members 
Mstep: Class 10 contains 123316 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189440 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48298 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7863 members 
Mstep: Class 19 contains 175199 members 
Mstep: Class 20 contains 70614 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272736.000000 Penalty: 68348.125000
Iteration 126Q: 21 clusters Score -1.192727e+08 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 12002 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 169208 members 
Mstep: Class 9 contains 109772 members 
Mstep: Class 10 contains 123414 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189481 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48305 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7862 members 
Mstep: Class 19 contains 175268 members 
Mstep: Class 20 contains 70593 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 127Q: 21 clusters Score -1.192725e+08 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 13283 members 
Mstep: Class 4 contains 12002 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 169341 members 
Mstep: Class 9 contains 109780 members 
Mstep: Class 10 contains 123509 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189520 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48313 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7858 members 
Mstep: Class 19 contains 175318 members 
Mstep: Class 20 contains 70577 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 21 clusters Score -1.192727e+08 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 12969 members 
Mstep: Class 4 contains 12004 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 169497 members 
Mstep: Class 9 contains 109816 members 
Mstep: Class 10 contains 123596 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189541 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48306 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7854 members 
Mstep: Class 19 contains 175322 members 
Mstep: Class 20 contains 70573 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 21 clusters Score -1.19273e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 12631 members 
Mstep: Class 4 contains 12005 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 169666 members 
Mstep: Class 9 contains 109834 members 
Mstep: Class 10 contains 123650 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189620 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48301 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7847 members 
Mstep: Class 19 contains 175334 members 
Mstep: Class 20 contains 70585 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 21 clusters Score -1.192733e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 12300 members 
Mstep: Class 4 contains 12005 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 169850 members 
Mstep: Class 9 contains 109856 members 
Mstep: Class 10 contains 123720 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189654 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48311 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 19 contains 175352 members 
Mstep: Class 20 contains 70586 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273560.000000 Penalty: 68348.125000
Iteration 131Q: 21 clusters Score -1.192736e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 11988 members 
Mstep: Class 4 contains 12011 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 169992 members 
Mstep: Class 9 contains 109867 members 
Mstep: Class 10 contains 123776 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189695 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48320 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7833 members 
Mstep: Class 19 contains 175402 members 
Mstep: Class 20 contains 70583 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273544.000000 Penalty: 68348.125000
Iteration 132Q: 21 clusters Score -1.192735e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 11694 members 
Mstep: Class 4 contains 12011 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 170150 members 
Mstep: Class 9 contains 109889 members 
Mstep: Class 10 contains 123816 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189708 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48319 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7830 members 
Mstep: Class 19 contains 175477 members 
Mstep: Class 20 contains 70575 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 21 clusters Score -1.192736e+08 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 11422 members 
Mstep: Class 4 contains 12012 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 170289 members 
Mstep: Class 9 contains 109911 members 
Mstep: Class 10 contains 123863 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189731 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48318 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7825 members 
Mstep: Class 19 contains 175544 members 
Mstep: Class 20 contains 70557 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 21 clusters Score -1.192734e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 11149 members 
Mstep: Class 4 contains 12010 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 170434 members 
Mstep: Class 9 contains 109941 members 
Mstep: Class 10 contains 123892 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189771 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48324 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7822 members 
Mstep: Class 19 contains 175607 members 
Mstep: Class 20 contains 70523 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273696.000000 Penalty: 68348.125000
Iteration 135Q: 21 clusters Score -1.192737e+08 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 10898 members 
Mstep: Class 4 contains 12009 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 170542 members 
Mstep: Class 9 contains 109962 members 
Mstep: Class 10 contains 123924 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189807 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48323 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7817 members 
Mstep: Class 19 contains 175682 members 
Mstep: Class 20 contains 70509 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273528.000000 Penalty: 68348.125000
Iteration 136Q: 21 clusters Score -1.192735e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 10656 members 
Mstep: Class 4 contains 12010 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 170674 members 
Mstep: Class 9 contains 109987 members 
Mstep: Class 10 contains 123956 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189822 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48320 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7812 members 
Mstep: Class 19 contains 175735 members 
Mstep: Class 20 contains 70482 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273712.000000 Penalty: 68348.125000
Iteration 137Q: 21 clusters Score -1.192737e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 10416 members 
Mstep: Class 4 contains 12013 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 170811 members 
Mstep: Class 9 contains 110018 members 
Mstep: Class 10 contains 123998 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189815 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48315 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7808 members 
Mstep: Class 19 contains 175790 members 
Mstep: Class 20 contains 70463 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273544.000000 Penalty: 68348.125000
Iteration 138Q: 21 clusters Score -1.192735e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 10184 members 
Mstep: Class 4 contains 12016 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 170974 members 
Mstep: Class 9 contains 110044 members 
Mstep: Class 10 contains 124036 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189792 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48313 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7805 members 
Mstep: Class 19 contains 175843 members 
Mstep: Class 20 contains 70438 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 21 clusters Score -1.192732e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 9961 members 
Mstep: Class 4 contains 12018 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 668 members 
Mstep: Class 7 contains 726 members 
Mstep: Class 8 contains 171132 members 
Mstep: Class 9 contains 110052 members 
Mstep: Class 10 contains 124089 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189739 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48309 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7803 members 
Mstep: Class 19 contains 175912 members 
Mstep: Class 20 contains 70436 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273472.000000 Penalty: 68348.125000
Iteration 140F: 21 clusters Score -1.192735e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 9724 members 
Mstep: Class 4 contains 12020 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 726 members 
Mstep: Class 8 contains 171281 members 
Mstep: Class 9 contains 110057 members 
Mstep: Class 10 contains 124154 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189746 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48299 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7799 members 
Mstep: Class 19 contains 175949 members 
Mstep: Class 20 contains 70435 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 21 clusters Score -1.192739e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 9501 members 
Mstep: Class 4 contains 12021 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 727 members 
Mstep: Class 8 contains 171451 members 
Mstep: Class 9 contains 110064 members 
Mstep: Class 10 contains 124216 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189721 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48300 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7797 members 
Mstep: Class 19 contains 175991 members 
Mstep: Class 20 contains 70423 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 21 clusters Score -1.192737e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 9286 members 
Mstep: Class 4 contains 12023 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 727 members 
Mstep: Class 8 contains 171619 members 
Mstep: Class 9 contains 110076 members 
Mstep: Class 10 contains 124254 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189702 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48301 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7792 members 
Mstep: Class 19 contains 176012 members 
Mstep: Class 20 contains 70432 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 21 clusters Score -1.19274e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 9053 members 
Mstep: Class 4 contains 12025 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 726 members 
Mstep: Class 8 contains 171778 members 
Mstep: Class 9 contains 110096 members 
Mstep: Class 10 contains 124310 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189683 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48305 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7787 members 
Mstep: Class 19 contains 176041 members 
Mstep: Class 20 contains 70422 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 144Q: 21 clusters Score -1.192738e+08 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 8855 members 
Mstep: Class 4 contains 12029 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 726 members 
Mstep: Class 8 contains 171936 members 
Mstep: Class 9 contains 110116 members 
Mstep: Class 10 contains 124361 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189648 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48305 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7781 members 
Mstep: Class 19 contains 176071 members 
Mstep: Class 20 contains 70397 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 145Q: 21 clusters Score -1.192739e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 8669 members 
Mstep: Class 4 contains 12028 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 726 members 
Mstep: Class 8 contains 172084 members 
Mstep: Class 9 contains 110151 members 
Mstep: Class 10 contains 124422 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189545 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48313 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7778 members 
Mstep: Class 19 contains 176134 members 
Mstep: Class 20 contains 70375 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 146Q: 21 clusters Score -1.192741e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 8470 members 
Mstep: Class 4 contains 12030 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 726 members 
Mstep: Class 8 contains 172245 members 
Mstep: Class 9 contains 110180 members 
Mstep: Class 10 contains 124431 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189487 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48322 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7775 members 
Mstep: Class 19 contains 176217 members 
Mstep: Class 20 contains 70334 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 147Q: 21 clusters Score -1.192738e+08 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 8276 members 
Mstep: Class 4 contains 12028 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 172417 members 
Mstep: Class 9 contains 110201 members 
Mstep: Class 10 contains 124475 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189451 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48337 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7774 members 
Mstep: Class 19 contains 176217 members 
Mstep: Class 20 contains 70309 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
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Iteration 148Q: 21 clusters Score -1.192739e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 8074 members 
Mstep: Class 4 contains 12027 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 730 members 
Mstep: Class 8 contains 172572 members 
Mstep: Class 9 contains 110215 members 
Mstep: Class 10 contains 124517 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189463 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48350 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7773 members 
Mstep: Class 19 contains 176190 members 
Mstep: Class 20 contains 70299 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274200.000000 Penalty: 68348.125000
Iteration 149Q: 21 clusters Score -1.192742e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 7875 members 
Mstep: Class 4 contains 12031 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 730 members 
Mstep: Class 8 contains 172723 members 
Mstep: Class 9 contains 110242 members 
Mstep: Class 10 contains 124551 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189477 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48354 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7771 members 
Mstep: Class 19 contains 176144 members 
Mstep: Class 20 contains 70297 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274088.000000 Penalty: 68348.125000
Iteration 150Q: 21 clusters Score -1.192741e+08 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 7710 members 
Mstep: Class 4 contains 12033 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 730 members 
Mstep: Class 8 contains 172880 members 
Mstep: Class 9 contains 110271 members 
Mstep: Class 10 contains 124567 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189466 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48368 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7766 members 
Mstep: Class 19 contains 176089 members 
Mstep: Class 20 contains 70287 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273848.000000 Penalty: 68348.125000
Iteration 151Q: 21 clusters Score -1.192738e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 7550 members 
Mstep: Class 4 contains 12035 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 173070 members 
Mstep: Class 9 contains 110269 members 
Mstep: Class 10 contains 124615 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189433 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 48385 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7764 members 
Mstep: Class 19 contains 176021 members 
Mstep: Class 20 contains 70270 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273832.000000 Penalty: 68348.125000
Iteration 152Q: 21 clusters Score -1.192738e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 7400 members 
Mstep: Class 4 contains 12038 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 730 members 
Mstep: Class 8 contains 173215 members 
Mstep: Class 9 contains 110283 members 
Mstep: Class 10 contains 124647 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189379 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 48393 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7762 members 
Mstep: Class 19 contains 176003 members 
Mstep: Class 20 contains 70261 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273888.000000 Penalty: 68348.125000
Iteration 153Q: 21 clusters Score -1.192739e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 7249 members 
Mstep: Class 4 contains 12038 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 730 members 
Mstep: Class 8 contains 173321 members 
Mstep: Class 9 contains 110294 members 
Mstep: Class 10 contains 124675 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189369 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 48415 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7761 members 
Mstep: Class 19 contains 176002 members 
Mstep: Class 20 contains 70241 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273888.000000 Penalty: 68348.125000
Iteration 154Q: 21 clusters Score -1.192739e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 7084 members 
Mstep: Class 4 contains 12040 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 173427 members 
Mstep: Class 9 contains 110322 members 
Mstep: Class 10 contains 124696 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189365 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 48434 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7760 members 
Mstep: Class 19 contains 176007 members 
Mstep: Class 20 contains 70225 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273856.000000 Penalty: 68348.125000
Iteration 155Q: 21 clusters Score -1.192739e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 6933 members 
Mstep: Class 4 contains 12039 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 173572 members 
Mstep: Class 9 contains 110360 members 
Mstep: Class 10 contains 124672 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189374 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 48442 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7759 members 
Mstep: Class 19 contains 175999 members 
Mstep: Class 20 contains 70206 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273808.000000 Penalty: 68348.125000
Iteration 156Q: 21 clusters Score -1.192738e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 6789 members 
Mstep: Class 4 contains 12044 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 173738 members 
Mstep: Class 9 contains 110389 members 
Mstep: Class 10 contains 124639 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189384 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48440 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7758 members 
Mstep: Class 19 contains 175982 members 
Mstep: Class 20 contains 70186 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274016.000000 Penalty: 68348.125000
Iteration 157Q: 21 clusters Score -1.19274e+08 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 6653 members 
Mstep: Class 4 contains 12045 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 173882 members 
Mstep: Class 9 contains 110452 members 
Mstep: Class 10 contains 124648 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189332 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48445 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7758 members 
Mstep: Class 19 contains 175967 members 
Mstep: Class 20 contains 70161 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273664.000000 Penalty: 68348.125000
Iteration 158Q: 21 clusters Score -1.192737e+08 nChanged 1397
Entering ConstructFrom: 
Score: -119273664.000000 Penalty: 68348.125000
Entering ConstructFrom: 
Trying to split cluster 1 (36462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Entering Unmasked Estep 
Score: -4651095.000000 Penalty: 2604.998291
	Iteration 0F: 2 clusters Score -4651095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -4626142.000000 Penalty: 5209.996582
	Iteration 0F: 3 clusters Score -4626142 nChanged 16777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -4635425.000000 Penalty: 5209.996582
	Iteration 1F: 3 clusters Score -4635425 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -4635861.000000 Penalty: 5209.996582
	Iteration 2Q: 3 clusters Score -4635861 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -4636316.500000 Penalty: 5209.996582
	Iteration 3Q: 3 clusters Score -4636316 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -4636851.000000 Penalty: 5209.996582
	Iteration 4Q: 3 clusters Score -4636851 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -4637608.500000 Penalty: 5209.996582
	Iteration 5Q: 3 clusters Score -4637608 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -4638593.500000 Penalty: 5209.996582
	Iteration 6F: 3 clusters Score -4638594 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -4640266.000000 Penalty: 5209.996582
	Iteration 7F: 3 clusters Score -4640266 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -4642510.000000 Penalty: 5209.996582
	Iteration 8F: 3 clusters Score -4642510 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -4644984.500000 Penalty: 5209.996582
	Iteration 9F: 3 clusters Score -4644984 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -4646843.500000 Penalty: 5209.996582
	Iteration 10F: 3 clusters Score -4646844 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -4647914.000000 Penalty: 5209.996582
	Iteration 11Q: 3 clusters Score -4647914 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -4648451.000000 Penalty: 5209.996582
	Iteration 12Q: 3 clusters Score -4648451 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -4648718.500000 Penalty: 5209.996582
	Iteration 13Q: 3 clusters Score -4648718 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -4648918.000000 Penalty: 5209.996582
	Iteration 14Q: 3 clusters Score -4648918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -4649012.500000 Penalty: 5209.996582
	Iteration 15Q: 3 clusters Score -4649012 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -4649076.500000 Penalty: 5209.996582
	Iteration 16Q: 3 clusters Score -4649076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -4649109.500000 Penalty: 5209.996582
	Iteration 17Q: 3 clusters Score -4649110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -4649138.000000 Penalty: 5209.996582
	Iteration 18Q: 3 clusters Score -4649138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -4649155.000000 Penalty: 5209.996582
	Iteration 19Q: 3 clusters Score -4649155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -4649163.000000 Penalty: 5209.996582
	Iteration 20F: 3 clusters Score -4649163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -4649168.000000 Penalty: 5209.996582
	Iteration 21Q: 3 clusters Score -4649168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -4649169.000000 Penalty: 5209.996582
	Iteration 22Q: 3 clusters Score -4649169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -4649168.500000 Penalty: 5209.996582
	Iteration 23Q: 3 clusters Score -4649168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -4649174.000000 Penalty: 5209.996582
	Iteration 24Q: 3 clusters Score -4649174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -4649174.000000 Penalty: 5209.996582
	Iteration 25F: 3 clusters Score -4649174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -80558.585938 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -80558.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -78981.500000 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -78981.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -79729.679688 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -79729.68 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -80446.187500 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -80446.19 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -80780.257812 Penalty: 3343.297607
	Iteration 3F: 3 clusters Score -80780.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -80907.210938 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -80907.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -81060.617188 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -81060.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81225.500000 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -81225.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -81410.671875 Penalty: 3343.297607
	Iteration 7Q: 3 clusters Score -81410.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -81571.335938 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -81571.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -81810.445312 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -81810.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -82090.570312 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -82090.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -82132.523438 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -82132.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82317.242188 Penalty: 3343.297607
	Iteration 12Q: 3 clusters Score -82317.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82407.171875 Penalty: 3343.297607
	Iteration 13Q: 3 clusters Score -82407.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82407.171875 Penalty: 3343.297607
	Iteration 14F: 3 clusters Score -82407.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 464 members 
Mstep: Class 3 contains 6529 members 
Mstep: Class 4 contains 12041 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 174023 members 
Mstep: Class 9 contains 110504 members 
Mstep: Class 10 contains 124695 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189255 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48445 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7758 members 
Mstep: Class 18 contains 382 members 
Mstep: Class 19 contains 175961 members 
Mstep: Class 20 contains 70135 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
Score: -119273480.000000 Penalty: 71765.531250
Splitting cluster 2 changes total score from -119273664.000000 to -119273480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (6529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Entering Unmasked Estep 
Score: -817492.125000 Penalty: 2178.434326
	Iteration 0F: 2 clusters Score -817492.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -811995.062500 Penalty: 4356.868652
	Iteration 0F: 3 clusters Score -811995.1 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -813384.000000 Penalty: 4356.868652
	Iteration 1F: 3 clusters Score -813384 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -813636.375000 Penalty: 4356.868652
	Iteration 2F: 3 clusters Score -813636.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -813788.625000 Penalty: 4356.868652
	Iteration 3F: 3 clusters Score -813788.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -813884.125000 Penalty: 4356.868652
	Iteration 4Q: 3 clusters Score -813884.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -813947.937500 Penalty: 4356.868652
	Iteration 5Q: 3 clusters Score -813947.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -813991.875000 Penalty: 4356.868652
	Iteration 6Q: 3 clusters Score -813991.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -814030.812500 Penalty: 4356.868652
	Iteration 7Q: 3 clusters Score -814030.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -814060.500000 Penalty: 4356.868652
	Iteration 8Q: 3 clusters Score -814060.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -814086.250000 Penalty: 4356.868652
	Iteration 9Q: 3 clusters Score -814086.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -814108.562500 Penalty: 4356.868652
	Iteration 10Q: 3 clusters Score -814108.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -814128.687500 Penalty: 4356.868652
	Iteration 11Q: 3 clusters Score -814128.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -814149.750000 Penalty: 4356.868652
	Iteration 12Q: 3 clusters Score -814149.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -814170.250000 Penalty: 4356.868652
	Iteration 13Q: 3 clusters Score -814170.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -814188.625000 Penalty: 4356.868652
	Iteration 14Q: 3 clusters Score -814188.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -814207.937500 Penalty: 4356.868652
	Iteration 15Q: 3 clusters Score -814207.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -814227.500000 Penalty: 4356.868652
	Iteration 16Q: 3 clusters Score -814227.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -814258.500000 Penalty: 4356.868652
	Iteration 17Q: 3 clusters Score -814258.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -814294.625000 Penalty: 4356.868652
	Iteration 18Q: 3 clusters Score -814294.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -814329.250000 Penalty: 4356.868652
	Iteration 19Q: 3 clusters Score -814329.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -814368.000000 Penalty: 4356.868652
	Iteration 20F: 3 clusters Score -814368 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -814413.812500 Penalty: 4356.868652
	Iteration 21Q: 3 clusters Score -814413.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -814473.000000 Penalty: 4356.868652
	Iteration 22Q: 3 clusters Score -814473 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -814526.687500 Penalty: 4356.868652
	Iteration 23Q: 3 clusters Score -814526.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -814587.312500 Penalty: 4356.868652
	Iteration 24Q: 3 clusters Score -814587.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -814654.500000 Penalty: 4356.868652
	Iteration 25Q: 3 clusters Score -814654.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -814726.312500 Penalty: 4356.868652
	Iteration 26Q: 3 clusters Score -814726.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -814808.937500 Penalty: 4356.868652
	Iteration 27Q: 3 clusters Score -814808.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -814880.375000 Penalty: 4356.868652
	Iteration 28Q: 3 clusters Score -814880.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -814960.687500 Penalty: 4356.868652
	Iteration 29Q: 3 clusters Score -814960.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -815062.125000 Penalty: 4356.868652
	Iteration 30Q: 3 clusters Score -815062.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -815159.937500 Penalty: 4356.868652
	Iteration 31Q: 3 clusters Score -815159.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -815237.937500 Penalty: 4356.868652
	Iteration 32Q: 3 clusters Score -815237.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -815300.375000 Penalty: 4356.868652
	Iteration 33Q: 3 clusters Score -815300.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -815347.625000 Penalty: 4356.868652
	Iteration 34Q: 3 clusters Score -815347.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -815392.437500 Penalty: 4356.868652
	Iteration 35Q: 3 clusters Score -815392.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -815427.875000 Penalty: 4356.868652
	Iteration 36Q: 3 clusters Score -815427.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -815460.750000 Penalty: 4356.868652
	Iteration 37Q: 3 clusters Score -815460.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -815484.250000 Penalty: 4356.868652
	Iteration 38Q: 3 clusters Score -815484.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -815501.625000 Penalty: 4356.868652
	Iteration 39Q: 3 clusters Score -815501.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -815512.937500 Penalty: 4356.868652
	Iteration 40F: 3 clusters Score -815512.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -815520.437500 Penalty: 4356.868652
	Iteration 41Q: 3 clusters Score -815520.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -815526.187500 Penalty: 4356.868652
	Iteration 42Q: 3 clusters Score -815526.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -815529.500000 Penalty: 4356.868652
	Iteration 43Q: 3 clusters Score -815529.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -815536.500000 Penalty: 4356.868652
	Iteration 44Q: 3 clusters Score -815536.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -815538.875000 Penalty: 4356.868652
	Iteration 45Q: 3 clusters Score -815538.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -815538.875000 Penalty: 4356.868652
	Iteration 46F: 3 clusters Score -815538.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Entering Unmasked Estep 
Score: -1442178.375000 Penalty: 2330.226074
	Iteration 0F: 2 clusters Score -1442178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1433217.625000 Penalty: 4660.452148
	Iteration 0F: 3 clusters Score -1433218 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1435980.250000 Penalty: 4660.452148
	Iteration 1F: 3 clusters Score -1435980 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1436358.875000 Penalty: 4660.452148
	Iteration 2F: 3 clusters Score -1436359 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1436676.000000 Penalty: 4660.452148
	Iteration 3F: 3 clusters Score -1436676 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1436946.625000 Penalty: 4660.452148
	Iteration 4Q: 3 clusters Score -1436947 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1437191.125000 Penalty: 4660.452148
	Iteration 5Q: 3 clusters Score -1437191 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1437417.250000 Penalty: 4660.452148
	Iteration 6Q: 3 clusters Score -1437417 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1437648.125000 Penalty: 4660.452148
	Iteration 7Q: 3 clusters Score -1437648 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1437875.625000 Penalty: 4660.452148
	Iteration 8Q: 3 clusters Score -1437876 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1438141.875000 Penalty: 4660.452148
	Iteration 9Q: 3 clusters Score -1438142 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1438460.000000 Penalty: 4660.452148
	Iteration 10Q: 3 clusters Score -1438460 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1438738.500000 Penalty: 4660.452148
	Iteration 11Q: 3 clusters Score -1438738 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1439006.125000 Penalty: 4660.452148
	Iteration 12Q: 3 clusters Score -1439006 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1439251.125000 Penalty: 4660.452148
	Iteration 13Q: 3 clusters Score -1439251 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1439477.000000 Penalty: 4660.452148
	Iteration 14Q: 3 clusters Score -1439477 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1439685.000000 Penalty: 4660.452148
	Iteration 15Q: 3 clusters Score -1439685 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1439868.250000 Penalty: 4660.452148
	Iteration 16Q: 3 clusters Score -1439868 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1440039.250000 Penalty: 4660.452148
	Iteration 17Q: 3 clusters Score -1440039 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1440184.875000 Penalty: 4660.452148
	Iteration 18Q: 3 clusters Score -1440185 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1440279.125000 Penalty: 4660.452148
	Iteration 19Q: 3 clusters Score -1440279 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1440342.875000 Penalty: 4660.452148
	Iteration 20F: 3 clusters Score -1440343 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1440376.375000 Penalty: 4660.452148
	Iteration 21Q: 3 clusters Score -1440376 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1440401.875000 Penalty: 4660.452148
	Iteration 22Q: 3 clusters Score -1440402 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1440417.750000 Penalty: 4660.452148
	Iteration 23Q: 3 clusters Score -1440418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1440438.625000 Penalty: 4660.452148
	Iteration 24Q: 3 clusters Score -1440439 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1440453.500000 Penalty: 4660.452148
	Iteration 25Q: 3 clusters Score -1440454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1440469.625000 Penalty: 4660.452148
	Iteration 26Q: 3 clusters Score -1440470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1440473.125000 Penalty: 4660.452148
	Iteration 27Q: 3 clusters Score -1440473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1440479.125000 Penalty: 4660.452148
	Iteration 28Q: 3 clusters Score -1440479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1440483.875000 Penalty: 4660.452148
	Iteration 29Q: 3 clusters Score -1440484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1440481.375000 Penalty: 4660.452148
	Iteration 30Q: 3 clusters Score -1440481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1440484.750000 Penalty: 4660.452148
	Iteration 31Q: 3 clusters Score -1440485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1440486.750000 Penalty: 4660.452148
	Iteration 32Q: 3 clusters Score -1440487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1440491.125000 Penalty: 4660.452148
	Iteration 33Q: 3 clusters Score -1440491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1440495.750000 Penalty: 4660.452148
	Iteration 34Q: 3 clusters Score -1440496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1440492.875000 Penalty: 4660.452148
	Iteration 35Q: 3 clusters Score -1440493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1440495.875000 Penalty: 4660.452148
	Iteration 36Q: 3 clusters Score -1440496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1440497.750000 Penalty: 4660.452148
	Iteration 37Q: 3 clusters Score -1440498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1440499.875000 Penalty: 4660.452148
	Iteration 38Q: 3 clusters Score -1440500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1440501.500000 Penalty: 4660.452148
	Iteration 39Q: 3 clusters Score -1440502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1440502.375000 Penalty: 4660.452148
	Iteration 40F: 3 clusters Score -1440502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1440502.750000 Penalty: 4660.452148
	Iteration 41Q: 3 clusters Score -1440503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1440501.875000 Penalty: 4660.452148
	Iteration 42Q: 3 clusters Score -1440502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1440499.000000 Penalty: 4660.452148
	Iteration 43Q: 3 clusters Score -1440499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1440503.125000 Penalty: 4660.452148
	Iteration 44Q: 3 clusters Score -1440503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1440503.125000 Penalty: 4660.452148
	Iteration 45F: 3 clusters Score -1440503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -62038.558594 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -62038.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60528.843750 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -60528.84 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61108.183594 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -61108.18 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -61398.292969 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -61398.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -61635.832031 Penalty: 3205.662598
	Iteration 3F: 3 clusters Score -61635.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61745.109375 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -61745.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61856.289062 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -61856.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -62014.886719 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -62014.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -62326.613281 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -62326.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -62354.316406 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -62354.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -62372.519531 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -62372.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -62388.394531 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -62388.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -62406.253906 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -62406.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -62411.535156 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -62411.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -62415.023438 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -62415.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -62421.945312 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -62421.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -62425.027344 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -62425.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -62426.558594 Penalty: 3205.662598
	Iteration 16Q: 3 clusters Score -62426.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -62428.957031 Penalty: 3205.662598
	Iteration 17Q: 3 clusters Score -62428.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -62431.335938 Penalty: 3205.662598
	Iteration 18Q: 3 clusters Score -62431.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -62440.378906 Penalty: 3205.662598
	Iteration 19Q: 3 clusters Score -62440.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -62448.621094 Penalty: 3205.662598
	Iteration 20F: 3 clusters Score -62448.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -62465.144531 Penalty: 3205.662598
	Iteration 21Q: 3 clusters Score -62465.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -62482.675781 Penalty: 3205.662598
	Iteration 22Q: 3 clusters Score -62482.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -62487.886719 Penalty: 3205.662598
	Iteration 23Q: 3 clusters Score -62487.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62497.859375 Penalty: 3205.662598
	Iteration 24Q: 3 clusters Score -62497.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62497.859375 Penalty: 3205.662598
	Iteration 25F: 3 clusters Score -62497.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 6529 members 
Mstep: Class 4 contains 12041 members 
Mstep: Class 5 contains 276 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 174023 members 
Mstep: Class 9 contains 110504 members 
Mstep: Class 10 contains 124695 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189255 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48445 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7758 members 
Mstep: Class 18 contains 365 members 
Mstep: Class 19 contains 175961 members 
Mstep: Class 20 contains 70135 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
Score: -119272144.000000 Penalty: 71765.531250
Splitting cluster 5 changes total score from -119273664.000000 to -119272144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -61719.035156 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -61719.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60166.285156 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -60166.29 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60910.535156 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -60910.54 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -61614.105469 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -61614.11 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -62078.332031 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -62078.33 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -62385.933594 Penalty: 3232.031738
	Iteration 4F: 3 clusters Score -62385.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -62607.425781 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -62607.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62680.296875 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -62680.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -62701.207031 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -62701.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -62719.984375 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -62719.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62733.300781 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -62733.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62748.992188 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -62748.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -62763.851562 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -62763.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -62786.058594 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -62786.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -62807.863281 Penalty: 3232.031738
	Iteration 13Q: 3 clusters Score -62807.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -62809.882812 Penalty: 3232.031738
	Iteration 14Q: 3 clusters Score -62809.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -62811.972656 Penalty: 3232.031738
	Iteration 15Q: 3 clusters Score -62811.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -62814.335938 Penalty: 3232.031738
	Iteration 16Q: 3 clusters Score -62814.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -62816.968750 Penalty: 3232.031738
	Iteration 17Q: 3 clusters Score -62816.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -62816.968750 Penalty: 3232.031738
	Iteration 18F: 3 clusters Score -62816.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 6529 members 
Mstep: Class 4 contains 12041 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 174023 members 
Mstep: Class 9 contains 110504 members 
Mstep: Class 10 contains 124695 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189255 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48445 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7758 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 175961 members 
Mstep: Class 20 contains 70135 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
Score: -119272760.000000 Penalty: 71765.531250
Splitting cluster 6 changes total score from -119273664.000000 to -119272760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -79080.390625 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -79080.39 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 378 members 
Entering Unmasked Estep 
Score: -77372.656250 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -77372.66 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -77728.617188 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -77728.62 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -77883.101562 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -77883.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -77931.421875 Penalty: 3272.184082
	Iteration 3Q: 3 clusters Score -77931.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -77956.382812 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -77956.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -77970.445312 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -77970.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -77975.664062 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -77975.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -77978.039062 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -77978.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -77979.132812 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -77979.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -77982.500000 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -77982.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -77987.187500 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -77987.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -77989.273438 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -77989.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -77989.273438 Penalty: 3272.184082
	Iteration 12F: 3 clusters Score -77989.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (174023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174023 members 
Entering Unmasked Estep 
Score: -21940204.000000 Penalty: 2992.601807
	Iteration 0F: 2 clusters Score -2.19402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86685 members 
Mstep: Class 2 contains 87338 members 
Entering Unmasked Estep 
Score: -21825012.000000 Penalty: 5985.203613
	Iteration 0F: 3 clusters Score -2.182501e+07 nChanged 82934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81219 members 
Mstep: Class 2 contains 92804 members 
Entering Unmasked Estep 
Score: -21872944.000000 Penalty: 5985.203613
	Iteration 1F: 3 clusters Score -2.187294e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77794 members 
Mstep: Class 2 contains 96229 members 
Entering Unmasked Estep 
Score: -21874358.000000 Penalty: 5985.203613
	Iteration 2Q: 3 clusters Score -2.187436e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72501 members 
Mstep: Class 2 contains 101522 members 
Entering Unmasked Estep 
Score: -21876894.000000 Penalty: 5985.203613
	Iteration 3Q: 3 clusters Score -2.187689e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 109392 members 
Entering Unmasked Estep 
Score: -21881184.000000 Penalty: 5985.203613
	Iteration 4Q: 3 clusters Score -2.188118e+07 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 120368 members 
Entering Unmasked Estep 
Score: -21888748.000000 Penalty: 5985.203613
	Iteration 5F: 3 clusters Score -2.188875e+07 nChanged 14213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 134485 members 
Entering Unmasked Estep 
Score: -21900754.000000 Penalty: 5985.203613
	Iteration 6F: 3 clusters Score -2.190075e+07 nChanged 15236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 149691 members 
Entering Unmasked Estep 
Score: -21915392.000000 Penalty: 5985.203613
	Iteration 7F: 3 clusters Score -2.191539e+07 nChanged 12355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 162032 members 
Entering Unmasked Estep 
Score: -21927630.000000 Penalty: 5985.203613
	Iteration 8F: 3 clusters Score -2.192763e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 168938 members 
Entering Unmasked Estep 
Score: -21933752.000000 Penalty: 5985.203613
	Iteration 9Q: 3 clusters Score -2.193375e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 171975 members 
Entering Unmasked Estep 
Score: -21936220.000000 Penalty: 5985.203613
	Iteration 10Q: 3 clusters Score -2.193622e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 173033 members 
Entering Unmasked Estep 
Score: -21937026.000000 Penalty: 5985.203613
	Iteration 11Q: 3 clusters Score -2.193703e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 173393 members 
Entering Unmasked Estep 
Score: -21937310.000000 Penalty: 5985.203613
	Iteration 12Q: 3 clusters Score -2.193731e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 173519 members 
Entering Unmasked Estep 
Score: -21937410.000000 Penalty: 5985.203613
	Iteration 13Q: 3 clusters Score -2.193741e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 173577 members 
Entering Unmasked Estep 
Score: -21937528.000000 Penalty: 5985.203613
	Iteration 14Q: 3 clusters Score -2.193753e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 173615 members 
Entering Unmasked Estep 
Score: -21937574.000000 Penalty: 5985.203613
	Iteration 15Q: 3 clusters Score -2.193757e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 173636 members 
Entering Unmasked Estep 
Score: -21937588.000000 Penalty: 5985.203613
	Iteration 16Q: 3 clusters Score -2.193759e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 173650 members 
Entering Unmasked Estep 
Score: -21937614.000000 Penalty: 5985.203613
	Iteration 17Q: 3 clusters Score -2.193761e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 173660 members 
Entering Unmasked Estep 
Score: -21937620.000000 Penalty: 5985.203613
	Iteration 18Q: 3 clusters Score -2.193762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 173667 members 
Entering Unmasked Estep 
Score: -21937628.000000 Penalty: 5985.203613
	Iteration 19Q: 3 clusters Score -2.193763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 173671 members 
Entering Unmasked Estep 
Score: -21937636.000000 Penalty: 5985.203613
	Iteration 20F: 3 clusters Score -2.193764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 173674 members 
Entering Unmasked Estep 
Score: -21937642.000000 Penalty: 5985.203613
	Iteration 21Q: 3 clusters Score -2.193764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 173676 members 
Entering Unmasked Estep 
Score: -21937648.000000 Penalty: 5985.203613
	Iteration 22Q: 3 clusters Score -2.193765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 173680 members 
Entering Unmasked Estep 
Score: -21937634.000000 Penalty: 5985.203613
	Iteration 23Q: 3 clusters Score -2.193763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 173682 members 
Entering Unmasked Estep 
Score: -21937638.000000 Penalty: 5985.203613
	Iteration 24Q: 3 clusters Score -2.193764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 173683 members 
Entering Unmasked Estep 
Score: -21937646.000000 Penalty: 5985.203613
	Iteration 25Q: 3 clusters Score -2.193765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 173685 members 
Entering Unmasked Estep 
Score: -21937650.000000 Penalty: 5985.203613
	Iteration 26Q: 3 clusters Score -2.193765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 173687 members 
Entering Unmasked Estep 
Score: -21937632.000000 Penalty: 5985.203613
	Iteration 27Q: 3 clusters Score -2.193763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 173688 members 
Entering Unmasked Estep 
Score: -21937638.000000 Penalty: 5985.203613
	Iteration 28Q: 3 clusters Score -2.193764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 173692 members 
Entering Unmasked Estep 
Score: -21937650.000000 Penalty: 5985.203613
	Iteration 29Q: 3 clusters Score -2.193765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 173695 members 
Entering Unmasked Estep 
Score: -21937676.000000 Penalty: 5985.203613
	Iteration 30Q: 3 clusters Score -2.193768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 173695 members 
Entering Unmasked Estep 
Score: -21937668.000000 Penalty: 5985.203613
	Iteration 31Q: 3 clusters Score -2.193767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 173695 members 
Entering Unmasked Estep 
Score: -21937678.000000 Penalty: 5985.203613
	Iteration 32Q: 3 clusters Score -2.193768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 173695 members 
Entering Unmasked Estep 
Score: -21937664.000000 Penalty: 5985.203613
	Iteration 33Q: 3 clusters Score -2.193766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 173695 members 
Entering Unmasked Estep 
Score: -21937664.000000 Penalty: 5985.203613
	Iteration 34F: 3 clusters Score -2.193766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (110504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110504 members 
Entering Unmasked Estep 
Score: -13972941.000000 Penalty: 2879.976318
	Iteration 0F: 2 clusters Score -1.397294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -13899005.000000 Penalty: 5759.952637
	Iteration 0F: 3 clusters Score -1.3899e+07 nChanged 52607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -13928991.000000 Penalty: 5759.952637
	Iteration 1F: 3 clusters Score -1.392899e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -13929764.000000 Penalty: 5759.952637
	Iteration 2Q: 3 clusters Score -1.392976e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -13930715.000000 Penalty: 5759.952637
	Iteration 3Q: 3 clusters Score -1.393072e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -13931801.000000 Penalty: 5759.952637
	Iteration 4Q: 3 clusters Score -1.39318e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58510 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -13933108.000000 Penalty: 5759.952637
	Iteration 5Q: 3 clusters Score -1.393311e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59886 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -13934661.000000 Penalty: 5759.952637
	Iteration 6Q: 3 clusters Score -1.393466e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -13936559.000000 Penalty: 5759.952637
	Iteration 7Q: 3 clusters Score -1.393656e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -13939211.000000 Penalty: 5759.952637
	Iteration 8Q: 3 clusters Score -1.393921e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -13942653.000000 Penalty: 5759.952637
	Iteration 9F: 3 clusters Score -1.394265e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69804 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -13947035.000000 Penalty: 5759.952637
	Iteration 10F: 3 clusters Score -1.394704e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -13951594.000000 Penalty: 5759.952637
	Iteration 11F: 3 clusters Score -1.395159e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74919 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -13954967.000000 Penalty: 5759.952637
	Iteration 12F: 3 clusters Score -1.395497e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76955 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -13956941.000000 Penalty: 5759.952637
	Iteration 13Q: 3 clusters Score -1.395694e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78983 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -13958327.000000 Penalty: 5759.952637
	Iteration 14Q: 3 clusters Score -1.395833e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80993 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -13959406.000000 Penalty: 5759.952637
	Iteration 15Q: 3 clusters Score -1.395941e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82878 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -13960495.000000 Penalty: 5759.952637
	Iteration 16Q: 3 clusters Score -1.39605e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84683 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -13961515.000000 Penalty: 5759.952637
	Iteration 17Q: 3 clusters Score -1.396152e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86340 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -13962464.000000 Penalty: 5759.952637
	Iteration 18Q: 3 clusters Score -1.396246e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87833 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -13963230.000000 Penalty: 5759.952637
	Iteration 19Q: 3 clusters Score -1.396323e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89090 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -13963755.000000 Penalty: 5759.952637
	Iteration 20F: 3 clusters Score -1.396376e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90225 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -13964294.000000 Penalty: 5759.952637
	Iteration 21Q: 3 clusters Score -1.396429e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91289 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -13964676.000000 Penalty: 5759.952637
	Iteration 22Q: 3 clusters Score -1.396468e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92284 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -13964911.000000 Penalty: 5759.952637
	Iteration 23Q: 3 clusters Score -1.396491e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93222 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -13965177.000000 Penalty: 5759.952637
	Iteration 24Q: 3 clusters Score -1.396518e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94175 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -13965461.000000 Penalty: 5759.952637
	Iteration 25Q: 3 clusters Score -1.396546e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95063 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -13965727.000000 Penalty: 5759.952637
	Iteration 26Q: 3 clusters Score -1.396573e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95887 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -13965962.000000 Penalty: 5759.952637
	Iteration 27Q: 3 clusters Score -1.396596e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96730 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -13966206.000000 Penalty: 5759.952637
	Iteration 28Q: 3 clusters Score -1.396621e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97583 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -13966517.000000 Penalty: 5759.952637
	Iteration 29Q: 3 clusters Score -1.396652e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98506 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -13966830.000000 Penalty: 5759.952637
	Iteration 30Q: 3 clusters Score -1.396683e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99376 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -13967096.000000 Penalty: 5759.952637
	Iteration 31Q: 3 clusters Score -1.39671e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100199 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -13967291.000000 Penalty: 5759.952637
	Iteration 32Q: 3 clusters Score -1.396729e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101017 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -13967572.000000 Penalty: 5759.952637
	Iteration 33Q: 3 clusters Score -1.396757e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101802 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -13967843.000000 Penalty: 5759.952637
	Iteration 34Q: 3 clusters Score -1.396784e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102574 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -13968091.000000 Penalty: 5759.952637
	Iteration 35Q: 3 clusters Score -1.396809e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103282 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -13968315.000000 Penalty: 5759.952637
	Iteration 36Q: 3 clusters Score -1.396832e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103923 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -13968509.000000 Penalty: 5759.952637
	Iteration 37Q: 3 clusters Score -1.396851e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104473 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -13968719.000000 Penalty: 5759.952637
	Iteration 38Q: 3 clusters Score -1.396872e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105014 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -13968931.000000 Penalty: 5759.952637
	Iteration 39Q: 3 clusters Score -1.396893e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105520 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -13969069.000000 Penalty: 5759.952637
	Iteration 40F: 3 clusters Score -1.396907e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105989 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -13969258.000000 Penalty: 5759.952637
	Iteration 41Q: 3 clusters Score -1.396926e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106376 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -13969460.000000 Penalty: 5759.952637
	Iteration 42Q: 3 clusters Score -1.396946e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -13969623.000000 Penalty: 5759.952637
	Iteration 43Q: 3 clusters Score -1.396962e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107039 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -13969728.000000 Penalty: 5759.952637
	Iteration 44Q: 3 clusters Score -1.396973e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107306 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -13969811.000000 Penalty: 5759.952637
	Iteration 45Q: 3 clusters Score -1.396981e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107536 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -13969907.000000 Penalty: 5759.952637
	Iteration 46Q: 3 clusters Score -1.396991e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107734 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -13969956.000000 Penalty: 5759.952637
	Iteration 47Q: 3 clusters Score -1.396996e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107906 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -13970033.000000 Penalty: 5759.952637
	Iteration 48Q: 3 clusters Score -1.397003e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108063 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -13970085.000000 Penalty: 5759.952637
	Iteration 49Q: 3 clusters Score -1.397008e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108202 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -13970123.000000 Penalty: 5759.952637
	Iteration 50Q: 3 clusters Score -1.397012e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108321 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -13970172.000000 Penalty: 5759.952637
	Iteration 51Q: 3 clusters Score -1.397017e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108416 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -13970189.000000 Penalty: 5759.952637
	Iteration 52Q: 3 clusters Score -1.397019e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108497 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -13970222.000000 Penalty: 5759.952637
	Iteration 53Q: 3 clusters Score -1.397022e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108571 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -13970255.000000 Penalty: 5759.952637
	Iteration 54Q: 3 clusters Score -1.397026e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108635 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -13970272.000000 Penalty: 5759.952637
	Iteration 55Q: 3 clusters Score -1.397027e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108695 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -13970297.000000 Penalty: 5759.952637
	Iteration 56Q: 3 clusters Score -1.39703e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108755 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -13970307.000000 Penalty: 5759.952637
	Iteration 57Q: 3 clusters Score -1.397031e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108812 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -13970327.000000 Penalty: 5759.952637
	Iteration 58Q: 3 clusters Score -1.397033e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108851 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -13970374.000000 Penalty: 5759.952637
	Iteration 59Q: 3 clusters Score -1.397037e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108898 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -13970381.000000 Penalty: 5759.952637
	Iteration 60F: 3 clusters Score -1.397038e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108928 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -13970418.000000 Penalty: 5759.952637
	Iteration 61Q: 3 clusters Score -1.397042e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108959 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -13970423.000000 Penalty: 5759.952637
	Iteration 62Q: 3 clusters Score -1.397042e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108981 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -13970415.000000 Penalty: 5759.952637
	Iteration 63Q: 3 clusters Score -1.397042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108997 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -13970412.000000 Penalty: 5759.952637
	Iteration 64Q: 3 clusters Score -1.397041e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109015 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -13970438.000000 Penalty: 5759.952637
	Iteration 65Q: 3 clusters Score -1.397044e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109031 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -13970451.000000 Penalty: 5759.952637
	Iteration 66Q: 3 clusters Score -1.397045e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109041 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -13970451.000000 Penalty: 5759.952637
	Iteration 67Q: 3 clusters Score -1.397045e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109052 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -13970457.000000 Penalty: 5759.952637
	Iteration 68Q: 3 clusters Score -1.397046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109061 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -13970458.000000 Penalty: 5759.952637
	Iteration 69Q: 3 clusters Score -1.397046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109067 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -13970459.000000 Penalty: 5759.952637
	Iteration 70Q: 3 clusters Score -1.397046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109075 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -13970466.000000 Penalty: 5759.952637
	Iteration 71Q: 3 clusters Score -1.397047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109085 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -13970477.000000 Penalty: 5759.952637
	Iteration 72Q: 3 clusters Score -1.397048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109091 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -13970471.000000 Penalty: 5759.952637
	Iteration 73Q: 3 clusters Score -1.397047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109097 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -13970480.000000 Penalty: 5759.952637
	Iteration 74Q: 3 clusters Score -1.397048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109103 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -13970495.000000 Penalty: 5759.952637
	Iteration 75Q: 3 clusters Score -1.39705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109106 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -13970491.000000 Penalty: 5759.952637
	Iteration 76Q: 3 clusters Score -1.397049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109108 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -13970486.000000 Penalty: 5759.952637
	Iteration 77Q: 3 clusters Score -1.397049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109113 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -13970482.000000 Penalty: 5759.952637
	Iteration 78Q: 3 clusters Score -1.397048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109118 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -13970478.000000 Penalty: 5759.952637
	Iteration 79Q: 3 clusters Score -1.397048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109121 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -13970483.000000 Penalty: 5759.952637
	Iteration 80F: 3 clusters Score -1.397048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109123 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -13970482.000000 Penalty: 5759.952637
	Iteration 81Q: 3 clusters Score -1.397048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109129 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -13970475.000000 Penalty: 5759.952637
	Iteration 82Q: 3 clusters Score -1.397048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109133 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -13970487.000000 Penalty: 5759.952637
	Iteration 83Q: 3 clusters Score -1.397049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109136 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -13970493.000000 Penalty: 5759.952637
	Iteration 84Q: 3 clusters Score -1.397049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109137 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -13970490.000000 Penalty: 5759.952637
	Iteration 85Q: 3 clusters Score -1.397049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109142 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -13970504.000000 Penalty: 5759.952637
	Iteration 86Q: 3 clusters Score -1.39705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109151 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -13970504.000000 Penalty: 5759.952637
	Iteration 87Q: 3 clusters Score -1.39705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109156 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -13970508.000000 Penalty: 5759.952637
	Iteration 88Q: 3 clusters Score -1.397051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109166 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -13970502.000000 Penalty: 5759.952637
	Iteration 89Q: 3 clusters Score -1.39705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109174 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -13970512.000000 Penalty: 5759.952637
	Iteration 90Q: 3 clusters Score -1.397051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109184 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -13970516.000000 Penalty: 5759.952637
	Iteration 91Q: 3 clusters Score -1.397052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109188 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -13970506.000000 Penalty: 5759.952637
	Iteration 92Q: 3 clusters Score -1.397051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109198 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -13970516.000000 Penalty: 5759.952637
	Iteration 93Q: 3 clusters Score -1.397052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109207 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -13970508.000000 Penalty: 5759.952637
	Iteration 94Q: 3 clusters Score -1.397051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109216 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -13970513.000000 Penalty: 5759.952637
	Iteration 95Q: 3 clusters Score -1.397051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109225 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -13970511.000000 Penalty: 5759.952637
	Iteration 96Q: 3 clusters Score -1.397051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109234 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -13970503.000000 Penalty: 5759.952637
	Iteration 97Q: 3 clusters Score -1.39705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109239 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -13970515.000000 Penalty: 5759.952637
	Iteration 98Q: 3 clusters Score -1.397052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109248 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -13970526.000000 Penalty: 5759.952637
	Iteration 99Q: 3 clusters Score -1.397053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109251 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -13970518.000000 Penalty: 5759.952637
	Iteration 100F: 3 clusters Score -1.397052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109256 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -13970510.000000 Penalty: 5759.952637
	Iteration 101Q: 3 clusters Score -1.397051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109266 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -13970521.000000 Penalty: 5759.952637
	Iteration 102Q: 3 clusters Score -1.397052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109278 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -13970514.000000 Penalty: 5759.952637
	Iteration 103Q: 3 clusters Score -1.397051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109288 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -13970514.000000 Penalty: 5759.952637
	Iteration 104Q: 3 clusters Score -1.397051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109297 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -13970509.000000 Penalty: 5759.952637
	Iteration 105Q: 3 clusters Score -1.397051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109301 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -13970504.000000 Penalty: 5759.952637
	Iteration 106Q: 3 clusters Score -1.39705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109298 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -13970498.000000 Penalty: 5759.952637
	Iteration 107Q: 3 clusters Score -1.39705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109297 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -13970499.000000 Penalty: 5759.952637
	Iteration 108Q: 3 clusters Score -1.39705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109298 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -13970512.000000 Penalty: 5759.952637
	Iteration 109Q: 3 clusters Score -1.397051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109299 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -13970515.000000 Penalty: 5759.952637
	Iteration 110Q: 3 clusters Score -1.397052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109302 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -13970516.000000 Penalty: 5759.952637
	Iteration 111Q: 3 clusters Score -1.397052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109307 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -13970510.000000 Penalty: 5759.952637
	Iteration 112Q: 3 clusters Score -1.397051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109312 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -13970537.000000 Penalty: 5759.952637
	Iteration 113Q: 3 clusters Score -1.397054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109320 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -13970533.000000 Penalty: 5759.952637
	Iteration 114Q: 3 clusters Score -1.397053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109326 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -13970539.000000 Penalty: 5759.952637
	Iteration 115Q: 3 clusters Score -1.397054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109328 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -13970545.000000 Penalty: 5759.952637
	Iteration 116Q: 3 clusters Score -1.397054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109335 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -13970541.000000 Penalty: 5759.952637
	Iteration 117Q: 3 clusters Score -1.397054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109338 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -13970544.000000 Penalty: 5759.952637
	Iteration 118Q: 3 clusters Score -1.397054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109339 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -13970540.000000 Penalty: 5759.952637
	Iteration 119Q: 3 clusters Score -1.397054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109343 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -13970553.000000 Penalty: 5759.952637
	Iteration 120F: 3 clusters Score -1.397055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (124695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124695 members 
Entering Unmasked Estep 
Score: -15791204.000000 Penalty: 2909.939453
	Iteration 0F: 2 clusters Score -1.57912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
Score: -15707716.000000 Penalty: 5819.878906
	Iteration 0F: 3 clusters Score -1.570772e+07 nChanged 59486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60315 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -15742254.000000 Penalty: 5819.878906
	Iteration 1F: 3 clusters Score -1.574225e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 65712 members 
Entering Unmasked Estep 
Score: -15743612.000000 Penalty: 5819.878906
	Iteration 2Q: 3 clusters Score -1.574361e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 67684 members 
Entering Unmasked Estep 
Score: -15745503.000000 Penalty: 5819.878906
	Iteration 3Q: 3 clusters Score -1.57455e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 70533 members 
Entering Unmasked Estep 
Score: -15748198.000000 Penalty: 5819.878906
	Iteration 4Q: 3 clusters Score -1.57482e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 74487 members 
Entering Unmasked Estep 
Score: -15752103.000000 Penalty: 5819.878906
	Iteration 5F: 3 clusters Score -1.57521e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 79574 members 
Entering Unmasked Estep 
Score: -15758145.000000 Penalty: 5819.878906
	Iteration 6F: 3 clusters Score -1.575814e+07 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 85149 members 
Entering Unmasked Estep 
Score: -15765183.000000 Penalty: 5819.878906
	Iteration 7F: 3 clusters Score -1.576518e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 90129 members 
Entering Unmasked Estep 
Score: -15771843.000000 Penalty: 5819.878906
	Iteration 8F: 3 clusters Score -1.577184e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 93657 members 
Entering Unmasked Estep 
Score: -15775973.000000 Penalty: 5819.878906
	Iteration 9Q: 3 clusters Score -1.577597e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 96286 members 
Entering Unmasked Estep 
Score: -15778016.000000 Penalty: 5819.878906
	Iteration 10Q: 3 clusters Score -1.577802e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 98548 members 
Entering Unmasked Estep 
Score: -15779080.000000 Penalty: 5819.878906
	Iteration 11Q: 3 clusters Score -1.577908e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 100645 members 
Entering Unmasked Estep 
Score: -15780005.000000 Penalty: 5819.878906
	Iteration 12Q: 3 clusters Score -1.578e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 102709 members 
Entering Unmasked Estep 
Score: -15780870.000000 Penalty: 5819.878906
	Iteration 13Q: 3 clusters Score -1.578087e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 104633 members 
Entering Unmasked Estep 
Score: -15781564.000000 Penalty: 5819.878906
	Iteration 14Q: 3 clusters Score -1.578156e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 106510 members 
Entering Unmasked Estep 
Score: -15782399.000000 Penalty: 5819.878906
	Iteration 15Q: 3 clusters Score -1.57824e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 108319 members 
Entering Unmasked Estep 
Score: -15783122.000000 Penalty: 5819.878906
	Iteration 16Q: 3 clusters Score -1.578312e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 110047 members 
Entering Unmasked Estep 
Score: -15783886.000000 Penalty: 5819.878906
	Iteration 17Q: 3 clusters Score -1.578389e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 111675 members 
Entering Unmasked Estep 
Score: -15784535.000000 Penalty: 5819.878906
	Iteration 18Q: 3 clusters Score -1.578454e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 113118 members 
Entering Unmasked Estep 
Score: -15785142.000000 Penalty: 5819.878906
	Iteration 19Q: 3 clusters Score -1.578514e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 114424 members 
Entering Unmasked Estep 
Score: -15785665.000000 Penalty: 5819.878906
	Iteration 20F: 3 clusters Score -1.578566e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 115618 members 
Entering Unmasked Estep 
Score: -15786170.000000 Penalty: 5819.878906
	Iteration 21Q: 3 clusters Score -1.578617e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 116681 members 
Entering Unmasked Estep 
Score: -15786636.000000 Penalty: 5819.878906
	Iteration 22Q: 3 clusters Score -1.578664e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 117606 members 
Entering Unmasked Estep 
Score: -15786965.000000 Penalty: 5819.878906
	Iteration 23Q: 3 clusters Score -1.578696e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 118425 members 
Entering Unmasked Estep 
Score: -15787258.000000 Penalty: 5819.878906
	Iteration 24Q: 3 clusters Score -1.578726e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 119137 members 
Entering Unmasked Estep 
Score: -15787511.000000 Penalty: 5819.878906
	Iteration 25Q: 3 clusters Score -1.578751e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 119752 members 
Entering Unmasked Estep 
Score: -15787701.000000 Penalty: 5819.878906
	Iteration 26Q: 3 clusters Score -1.57877e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 120295 members 
Entering Unmasked Estep 
Score: -15787891.000000 Penalty: 5819.878906
	Iteration 27Q: 3 clusters Score -1.578789e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 120789 members 
Entering Unmasked Estep 
Score: -15788043.000000 Penalty: 5819.878906
	Iteration 28Q: 3 clusters Score -1.578804e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 121193 members 
Entering Unmasked Estep 
Score: -15788169.000000 Penalty: 5819.878906
	Iteration 29Q: 3 clusters Score -1.578817e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 121540 members 
Entering Unmasked Estep 
Score: -15788309.000000 Penalty: 5819.878906
	Iteration 30Q: 3 clusters Score -1.578831e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 121813 members 
Entering Unmasked Estep 
Score: -15788400.000000 Penalty: 5819.878906
	Iteration 31Q: 3 clusters Score -1.57884e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 122038 members 
Entering Unmasked Estep 
Score: -15788508.000000 Penalty: 5819.878906
	Iteration 32Q: 3 clusters Score -1.578851e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 122235 members 
Entering Unmasked Estep 
Score: -15788572.000000 Penalty: 5819.878906
	Iteration 33Q: 3 clusters Score -1.578857e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 122380 members 
Entering Unmasked Estep 
Score: -15788552.000000 Penalty: 5819.878906
	Iteration 34Q: 3 clusters Score -1.578855e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 122511 members 
Entering Unmasked Estep 
Score: -15788583.000000 Penalty: 5819.878906
	Iteration 35Q: 3 clusters Score -1.578858e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 122606 members 
Entering Unmasked Estep 
Score: -15788599.000000 Penalty: 5819.878906
	Iteration 36Q: 3 clusters Score -1.57886e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 122687 members 
Entering Unmasked Estep 
Score: -15788610.000000 Penalty: 5819.878906
	Iteration 37Q: 3 clusters Score -1.578861e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 122750 members 
Entering Unmasked Estep 
Score: -15788630.000000 Penalty: 5819.878906
	Iteration 38Q: 3 clusters Score -1.578863e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 122816 members 
Entering Unmasked Estep 
Score: -15788667.000000 Penalty: 5819.878906
	Iteration 39Q: 3 clusters Score -1.578867e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 122877 members 
Entering Unmasked Estep 
Score: -15788696.000000 Penalty: 5819.878906
	Iteration 40F: 3 clusters Score -1.57887e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 122946 members 
Entering Unmasked Estep 
Score: -15788735.000000 Penalty: 5819.878906
	Iteration 41Q: 3 clusters Score -1.578874e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 122998 members 
Entering Unmasked Estep 
Score: -15788764.000000 Penalty: 5819.878906
	Iteration 42Q: 3 clusters Score -1.578876e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 123044 members 
Entering Unmasked Estep 
Score: -15788758.000000 Penalty: 5819.878906
	Iteration 43Q: 3 clusters Score -1.578876e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 123082 members 
Entering Unmasked Estep 
Score: -15788765.000000 Penalty: 5819.878906
	Iteration 44Q: 3 clusters Score -1.578876e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 123121 members 
Entering Unmasked Estep 
Score: -15788748.000000 Penalty: 5819.878906
	Iteration 45Q: 3 clusters Score -1.578875e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 123147 members 
Entering Unmasked Estep 
Score: -15788772.000000 Penalty: 5819.878906
	Iteration 46Q: 3 clusters Score -1.578877e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 123175 members 
Entering Unmasked Estep 
Score: -15788798.000000 Penalty: 5819.878906
	Iteration 47Q: 3 clusters Score -1.57888e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 123204 members 
Entering Unmasked Estep 
Score: -15788810.000000 Penalty: 5819.878906
	Iteration 48Q: 3 clusters Score -1.578881e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 123227 members 
Entering Unmasked Estep 
Score: -15788824.000000 Penalty: 5819.878906
	Iteration 49Q: 3 clusters Score -1.578882e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 123245 members 
Entering Unmasked Estep 
Score: -15788808.000000 Penalty: 5819.878906
	Iteration 50Q: 3 clusters Score -1.578881e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 123268 members 
Entering Unmasked Estep 
Score: -15788801.000000 Penalty: 5819.878906
	Iteration 51Q: 3 clusters Score -1.57888e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 123285 members 
Entering Unmasked Estep 
Score: -15788815.000000 Penalty: 5819.878906
	Iteration 52Q: 3 clusters Score -1.578882e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 123305 members 
Entering Unmasked Estep 
Score: -15788826.000000 Penalty: 5819.878906
	Iteration 53Q: 3 clusters Score -1.578883e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 123325 members 
Entering Unmasked Estep 
Score: -15788837.000000 Penalty: 5819.878906
	Iteration 54Q: 3 clusters Score -1.578884e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 123338 members 
Entering Unmasked Estep 
Score: -15788859.000000 Penalty: 5819.878906
	Iteration 55Q: 3 clusters Score -1.578886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 123347 members 
Entering Unmasked Estep 
Score: -15788865.000000 Penalty: 5819.878906
	Iteration 56Q: 3 clusters Score -1.578886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 123355 members 
Entering Unmasked Estep 
Score: -15788862.000000 Penalty: 5819.878906
	Iteration 57Q: 3 clusters Score -1.578886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 123364 members 
Entering Unmasked Estep 
Score: -15788856.000000 Penalty: 5819.878906
	Iteration 58Q: 3 clusters Score -1.578886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 123371 members 
Entering Unmasked Estep 
Score: -15788870.000000 Penalty: 5819.878906
	Iteration 59Q: 3 clusters Score -1.578887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 123375 members 
Entering Unmasked Estep 
Score: -15788865.000000 Penalty: 5819.878906
	Iteration 60F: 3 clusters Score -1.578886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 123377 members 
Entering Unmasked Estep 
Score: -15788863.000000 Penalty: 5819.878906
	Iteration 61Q: 3 clusters Score -1.578886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 123378 members 
Entering Unmasked Estep 
Score: -15788854.000000 Penalty: 5819.878906
	Iteration 62Q: 3 clusters Score -1.578885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 123378 members 
Entering Unmasked Estep 
Score: -15788854.000000 Penalty: 5819.878906
	Iteration 63F: 3 clusters Score -1.578885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -75501.640625 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -75501.64 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 371 members 
Entering Unmasked Estep 
Score: -73828.671875 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -73828.67 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -74216.953125 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -74216.95 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -74491.843750 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -74491.84 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -74793.835938 Penalty: 3270.829102
	Iteration 3F: 3 clusters Score -74793.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -75048.203125 Penalty: 3270.829102
	Iteration 4F: 3 clusters Score -75048.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -75190.257812 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -75190.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -75326.570312 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -75326.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -75515.656250 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -75515.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -75672.382812 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -75672.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -75867.890625 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -75867.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -76057.476562 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -76057.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -76152.539062 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -76152.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -76160.203125 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -76160.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -76171.632812 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -76171.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -76180.710938 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -76180.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -76180.710938 Penalty: 3270.829102
	Iteration 15F: 3 clusters Score -76180.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 6529 members 
Mstep: Class 4 contains 12041 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 174023 members 
Mstep: Class 9 contains 110504 members 
Mstep: Class 10 contains 124695 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189255 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48445 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7758 members 
Mstep: Class 18 contains 427 members 
Mstep: Class 19 contains 175961 members 
Mstep: Class 20 contains 70135 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
Score: -119272448.000000 Penalty: 71765.531250
Splitting cluster 11 changes total score from -119273664.000000 to -119272448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -147533.968750 Penalty: 1762.438232
	Iteration 0F: 2 clusters Score -147534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -145438.921875 Penalty: 3524.876465
	Iteration 0F: 3 clusters Score -145438.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -145733.656250 Penalty: 3524.876465
	Iteration 1F: 3 clusters Score -145733.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -145820.000000 Penalty: 3524.876465
	Iteration 2F: 3 clusters Score -145820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -145856.843750 Penalty: 3524.876465
	Iteration 3Q: 3 clusters Score -145856.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -145873.203125 Penalty: 3524.876465
	Iteration 4Q: 3 clusters Score -145873.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -145883.062500 Penalty: 3524.876465
	Iteration 5Q: 3 clusters Score -145883.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -145893.125000 Penalty: 3524.876465
	Iteration 6Q: 3 clusters Score -145893.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -145905.734375 Penalty: 3524.876465
	Iteration 7Q: 3 clusters Score -145905.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -145913.281250 Penalty: 3524.876465
	Iteration 8Q: 3 clusters Score -145913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -145915.953125 Penalty: 3524.876465
	Iteration 9Q: 3 clusters Score -145916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -145920.562500 Penalty: 3524.876465
	Iteration 10Q: 3 clusters Score -145920.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -145923.171875 Penalty: 3524.876465
	Iteration 11Q: 3 clusters Score -145923.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -145927.062500 Penalty: 3524.876465
	Iteration 12Q: 3 clusters Score -145927.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -145930.500000 Penalty: 3524.876465
	Iteration 13Q: 3 clusters Score -145930.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -145930.500000 Penalty: 3524.876465
	Iteration 14F: 3 clusters Score -145930.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (189255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189255 members 
Entering Unmasked Estep 
Score: -23817150.000000 Penalty: 3013.410889
	Iteration 0F: 2 clusters Score -2.381715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94440 members 
Mstep: Class 2 contains 94815 members 
Entering Unmasked Estep 
Score: -23693084.000000 Penalty: 6026.821777
	Iteration 0F: 3 clusters Score -2.369308e+07 nChanged 91028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89712 members 
Mstep: Class 2 contains 99543 members 
Entering Unmasked Estep 
Score: -23747380.000000 Penalty: 6026.821777
	Iteration 1F: 3 clusters Score -2.374738e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87007 members 
Mstep: Class 2 contains 102248 members 
Entering Unmasked Estep 
Score: -23749392.000000 Penalty: 6026.821777
	Iteration 2Q: 3 clusters Score -2.374939e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 106398 members 
Entering Unmasked Estep 
Score: -23752530.000000 Penalty: 6026.821777
	Iteration 3Q: 3 clusters Score -2.375253e+07 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76924 members 
Mstep: Class 2 contains 112331 members 
Entering Unmasked Estep 
Score: -23757470.000000 Penalty: 6026.821777
	Iteration 4Q: 3 clusters Score -2.375747e+07 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68950 members 
Mstep: Class 2 contains 120305 members 
Entering Unmasked Estep 
Score: -23764618.000000 Penalty: 6026.821777
	Iteration 5F: 3 clusters Score -2.376462e+07 nChanged 12413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Mstep: Class 2 contains 129786 members 
Entering Unmasked Estep 
Score: -23773038.000000 Penalty: 6026.821777
	Iteration 6F: 3 clusters Score -2.377304e+07 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 139456 members 
Entering Unmasked Estep 
Score: -23781328.000000 Penalty: 6026.821777
	Iteration 7F: 3 clusters Score -2.378133e+07 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 148392 members 
Entering Unmasked Estep 
Score: -23789324.000000 Penalty: 6026.821777
	Iteration 8F: 3 clusters Score -2.378932e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 155810 members 
Entering Unmasked Estep 
Score: -23797140.000000 Penalty: 6026.821777
	Iteration 9Q: 3 clusters Score -2.379714e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 161047 members 
Entering Unmasked Estep 
Score: -23803100.000000 Penalty: 6026.821777
	Iteration 10Q: 3 clusters Score -2.38031e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 164308 members 
Entering Unmasked Estep 
Score: -23806354.000000 Penalty: 6026.821777
	Iteration 11Q: 3 clusters Score -2.380635e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 166785 members 
Entering Unmasked Estep 
Score: -23807816.000000 Penalty: 6026.821777
	Iteration 12Q: 3 clusters Score -2.380782e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 168879 members 
Entering Unmasked Estep 
Score: -23808676.000000 Penalty: 6026.821777
	Iteration 13Q: 3 clusters Score -2.380868e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 170712 members 
Entering Unmasked Estep 
Score: -23809508.000000 Penalty: 6026.821777
	Iteration 14Q: 3 clusters Score -2.380951e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 172380 members 
Entering Unmasked Estep 
Score: -23810224.000000 Penalty: 6026.821777
	Iteration 15Q: 3 clusters Score -2.381022e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 173901 members 
Entering Unmasked Estep 
Score: -23810702.000000 Penalty: 6026.821777
	Iteration 16Q: 3 clusters Score -2.38107e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 175273 members 
Entering Unmasked Estep 
Score: -23811114.000000 Penalty: 6026.821777
	Iteration 17Q: 3 clusters Score -2.381111e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 176527 members 
Entering Unmasked Estep 
Score: -23811534.000000 Penalty: 6026.821777
	Iteration 18Q: 3 clusters Score -2.381153e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 177661 members 
Entering Unmasked Estep 
Score: -23811892.000000 Penalty: 6026.821777
	Iteration 19Q: 3 clusters Score -2.381189e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 178707 members 
Entering Unmasked Estep 
Score: -23812200.000000 Penalty: 6026.821777
	Iteration 20F: 3 clusters Score -2.38122e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 179708 members 
Entering Unmasked Estep 
Score: -23812518.000000 Penalty: 6026.821777
	Iteration 21Q: 3 clusters Score -2.381252e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 180597 members 
Entering Unmasked Estep 
Score: -23812714.000000 Penalty: 6026.821777
	Iteration 22Q: 3 clusters Score -2.381271e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 181348 members 
Entering Unmasked Estep 
Score: -23812904.000000 Penalty: 6026.821777
	Iteration 23Q: 3 clusters Score -2.38129e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 181970 members 
Entering Unmasked Estep 
Score: -23813130.000000 Penalty: 6026.821777
	Iteration 24Q: 3 clusters Score -2.381313e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 182510 members 
Entering Unmasked Estep 
Score: -23813358.000000 Penalty: 6026.821777
	Iteration 25Q: 3 clusters Score -2.381336e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 183029 members 
Entering Unmasked Estep 
Score: -23813566.000000 Penalty: 6026.821777
	Iteration 26Q: 3 clusters Score -2.381357e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 183461 members 
Entering Unmasked Estep 
Score: -23813688.000000 Penalty: 6026.821777
	Iteration 27Q: 3 clusters Score -2.381369e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 183819 members 
Entering Unmasked Estep 
Score: -23813708.000000 Penalty: 6026.821777
	Iteration 28Q: 3 clusters Score -2.381371e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 184144 members 
Entering Unmasked Estep 
Score: -23813824.000000 Penalty: 6026.821777
	Iteration 29Q: 3 clusters Score -2.381382e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 184429 members 
Entering Unmasked Estep 
Score: -23813928.000000 Penalty: 6026.821777
	Iteration 30Q: 3 clusters Score -2.381393e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 184673 members 
Entering Unmasked Estep 
Score: -23814024.000000 Penalty: 6026.821777
	Iteration 31Q: 3 clusters Score -2.381402e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 184886 members 
Entering Unmasked Estep 
Score: -23814086.000000 Penalty: 6026.821777
	Iteration 32Q: 3 clusters Score -2.381409e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 185087 members 
Entering Unmasked Estep 
Score: -23814154.000000 Penalty: 6026.821777
	Iteration 33Q: 3 clusters Score -2.381415e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 185247 members 
Entering Unmasked Estep 
Score: -23814206.000000 Penalty: 6026.821777
	Iteration 34Q: 3 clusters Score -2.381421e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 185384 members 
Entering Unmasked Estep 
Score: -23814288.000000 Penalty: 6026.821777
	Iteration 35Q: 3 clusters Score -2.381429e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 185502 members 
Entering Unmasked Estep 
Score: -23814324.000000 Penalty: 6026.821777
	Iteration 36Q: 3 clusters Score -2.381432e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 185621 members 
Entering Unmasked Estep 
Score: -23814368.000000 Penalty: 6026.821777
	Iteration 37Q: 3 clusters Score -2.381437e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 185751 members 
Entering Unmasked Estep 
Score: -23814416.000000 Penalty: 6026.821777
	Iteration 38Q: 3 clusters Score -2.381442e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 185865 members 
Entering Unmasked Estep 
Score: -23814458.000000 Penalty: 6026.821777
	Iteration 39Q: 3 clusters Score -2.381446e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 185962 members 
Entering Unmasked Estep 
Score: -23814446.000000 Penalty: 6026.821777
	Iteration 40F: 3 clusters Score -2.381445e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 186059 members 
Entering Unmasked Estep 
Score: -23814418.000000 Penalty: 6026.821777
	Iteration 41Q: 3 clusters Score -2.381442e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 186147 members 
Entering Unmasked Estep 
Score: -23814472.000000 Penalty: 6026.821777
	Iteration 42Q: 3 clusters Score -2.381447e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 186224 members 
Entering Unmasked Estep 
Score: -23814468.000000 Penalty: 6026.821777
	Iteration 43Q: 3 clusters Score -2.381447e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 186283 members 
Entering Unmasked Estep 
Score: -23814476.000000 Penalty: 6026.821777
	Iteration 44Q: 3 clusters Score -2.381448e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 186323 members 
Entering Unmasked Estep 
Score: -23814482.000000 Penalty: 6026.821777
	Iteration 45Q: 3 clusters Score -2.381448e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 186352 members 
Entering Unmasked Estep 
Score: -23814480.000000 Penalty: 6026.821777
	Iteration 46Q: 3 clusters Score -2.381448e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 186388 members 
Entering Unmasked Estep 
Score: -23814498.000000 Penalty: 6026.821777
	Iteration 47Q: 3 clusters Score -2.38145e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 186410 members 
Entering Unmasked Estep 
Score: -23814506.000000 Penalty: 6026.821777
	Iteration 48Q: 3 clusters Score -2.381451e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 186432 members 
Entering Unmasked Estep 
Score: -23814530.000000 Penalty: 6026.821777
	Iteration 49Q: 3 clusters Score -2.381453e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 186452 members 
Entering Unmasked Estep 
Score: -23814544.000000 Penalty: 6026.821777
	Iteration 50Q: 3 clusters Score -2.381454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 186465 members 
Entering Unmasked Estep 
Score: -23814566.000000 Penalty: 6026.821777
	Iteration 51Q: 3 clusters Score -2.381457e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 186479 members 
Entering Unmasked Estep 
Score: -23814584.000000 Penalty: 6026.821777
	Iteration 52Q: 3 clusters Score -2.381458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 186491 members 
Entering Unmasked Estep 
Score: -23814598.000000 Penalty: 6026.821777
	Iteration 53Q: 3 clusters Score -2.38146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 186500 members 
Entering Unmasked Estep 
Score: -23814584.000000 Penalty: 6026.821777
	Iteration 54Q: 3 clusters Score -2.381458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 186507 members 
Entering Unmasked Estep 
Score: -23814590.000000 Penalty: 6026.821777
	Iteration 55Q: 3 clusters Score -2.381459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 186515 members 
Entering Unmasked Estep 
Score: -23814580.000000 Penalty: 6026.821777
	Iteration 56Q: 3 clusters Score -2.381458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 186527 members 
Entering Unmasked Estep 
Score: -23814586.000000 Penalty: 6026.821777
	Iteration 57Q: 3 clusters Score -2.381459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 186532 members 
Entering Unmasked Estep 
Score: -23814586.000000 Penalty: 6026.821777
	Iteration 58Q: 3 clusters Score -2.381459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 186542 members 
Entering Unmasked Estep 
Score: -23814586.000000 Penalty: 6026.821777
	Iteration 59Q: 3 clusters Score -2.381459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 186547 members 
Entering Unmasked Estep 
Score: -23814576.000000 Penalty: 6026.821777
	Iteration 60F: 3 clusters Score -2.381458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 186552 members 
Entering Unmasked Estep 
Score: -23814568.000000 Penalty: 6026.821777
	Iteration 61Q: 3 clusters Score -2.381457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 186558 members 
Entering Unmasked Estep 
Score: -23814568.000000 Penalty: 6026.821777
	Iteration 62Q: 3 clusters Score -2.381457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 186566 members 
Entering Unmasked Estep 
Score: -23814596.000000 Penalty: 6026.821777
	Iteration 63Q: 3 clusters Score -2.38146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 186569 members 
Entering Unmasked Estep 
Score: -23814598.000000 Penalty: 6026.821777
	Iteration 64Q: 3 clusters Score -2.38146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 186574 members 
Entering Unmasked Estep 
Score: -23814598.000000 Penalty: 6026.821777
	Iteration 65Q: 3 clusters Score -2.38146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 186576 members 
Entering Unmasked Estep 
Score: -23814592.000000 Penalty: 6026.821777
	Iteration 66Q: 3 clusters Score -2.381459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 186579 members 
Entering Unmasked Estep 
Score: -23814592.000000 Penalty: 6026.821777
	Iteration 67Q: 3 clusters Score -2.381459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 186581 members 
Entering Unmasked Estep 
Score: -23814586.000000 Penalty: 6026.821777
	Iteration 68Q: 3 clusters Score -2.381459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 186582 members 
Entering Unmasked Estep 
Score: -23814592.000000 Penalty: 6026.821777
	Iteration 69Q: 3 clusters Score -2.381459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 186582 members 
Entering Unmasked Estep 
Score: -23814592.000000 Penalty: 6026.821777
	Iteration 70F: 3 clusters Score -2.381459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -175425.109375 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -175425.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -173110.718750 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -173110.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -173477.718750 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -173477.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -173599.171875 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -173599.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -173668.765625 Penalty: 3612.930908
	Iteration 3Q: 3 clusters Score -173668.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -173698.937500 Penalty: 3612.930908
	Iteration 4Q: 3 clusters Score -173698.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -173722.171875 Penalty: 3612.930908
	Iteration 5Q: 3 clusters Score -173722.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -173741.640625 Penalty: 3612.930908
	Iteration 6Q: 3 clusters Score -173741.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -173754.671875 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -173754.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -173766.781250 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -173766.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -173773.562500 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -173773.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -173782.968750 Penalty: 3612.930908
	Iteration 10Q: 3 clusters Score -173783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -173794.875000 Penalty: 3612.930908
	Iteration 11Q: 3 clusters Score -173794.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -173809.390625 Penalty: 3612.930908
	Iteration 12Q: 3 clusters Score -173809.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -173821.843750 Penalty: 3612.930908
	Iteration 13Q: 3 clusters Score -173821.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -173825.125000 Penalty: 3612.930908
	Iteration 14Q: 3 clusters Score -173825.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -173827.390625 Penalty: 3612.930908
	Iteration 15Q: 3 clusters Score -173827.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -173830.171875 Penalty: 3612.930908
	Iteration 16Q: 3 clusters Score -173830.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -173836.484375 Penalty: 3612.930908
	Iteration 17Q: 3 clusters Score -173836.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -173837.265625 Penalty: 3612.930908
	Iteration 18Q: 3 clusters Score -173837.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -173838.140625 Penalty: 3612.930908
	Iteration 19Q: 3 clusters Score -173838.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -173840.453125 Penalty: 3612.930908
	Iteration 20F: 3 clusters Score -173840.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -173841.765625 Penalty: 3612.930908
	Iteration 21Q: 3 clusters Score -173841.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -173841.765625 Penalty: 3612.930908
	Iteration 22F: 3 clusters Score -173841.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Entering Unmasked Estep 
Score: -6156287.500000 Penalty: 2675.469727
	Iteration 0F: 2 clusters Score -6156288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -6123805.000000 Penalty: 5350.939453
	Iteration 0F: 3 clusters Score -6123805 nChanged 22266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -6136238.500000 Penalty: 5350.939453
	Iteration 1F: 3 clusters Score -6136238 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -6137100.500000 Penalty: 5350.939453
	Iteration 2Q: 3 clusters Score -6137100 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -6138075.000000 Penalty: 5350.939453
	Iteration 3Q: 3 clusters Score -6138075 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -6139301.500000 Penalty: 5350.939453
	Iteration 4F: 3 clusters Score -6139302 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -6140992.500000 Penalty: 5350.939453
	Iteration 5F: 3 clusters Score -6140992 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -6143165.500000 Penalty: 5350.939453
	Iteration 6F: 3 clusters Score -6143166 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -6145694.000000 Penalty: 5350.939453
	Iteration 7F: 3 clusters Score -6145694 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -6148123.500000 Penalty: 5350.939453
	Iteration 8F: 3 clusters Score -6148124 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -6149984.000000 Penalty: 5350.939453
	Iteration 9F: 3 clusters Score -6149984 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -6151471.500000 Penalty: 5350.939453
	Iteration 10Q: 3 clusters Score -6151472 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -6152660.000000 Penalty: 5350.939453
	Iteration 11Q: 3 clusters Score -6152660 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -6153412.000000 Penalty: 5350.939453
	Iteration 12Q: 3 clusters Score -6153412 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -6153837.000000 Penalty: 5350.939453
	Iteration 13Q: 3 clusters Score -6153837 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -6154072.500000 Penalty: 5350.939453
	Iteration 14Q: 3 clusters Score -6154072 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -6154268.500000 Penalty: 5350.939453
	Iteration 15Q: 3 clusters Score -6154268 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -6154399.500000 Penalty: 5350.939453
	Iteration 16Q: 3 clusters Score -6154400 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -6154490.500000 Penalty: 5350.939453
	Iteration 17Q: 3 clusters Score -6154490 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -6154577.500000 Penalty: 5350.939453
	Iteration 18Q: 3 clusters Score -6154578 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -6154659.500000 Penalty: 5350.939453
	Iteration 19Q: 3 clusters Score -6154660 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -6154713.500000 Penalty: 5350.939453
	Iteration 20F: 3 clusters Score -6154714 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -6154736.500000 Penalty: 5350.939453
	Iteration 21Q: 3 clusters Score -6154736 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -6154763.000000 Penalty: 5350.939453
	Iteration 22Q: 3 clusters Score -6154763 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -6154778.000000 Penalty: 5350.939453
	Iteration 23Q: 3 clusters Score -6154778 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -6154808.500000 Penalty: 5350.939453
	Iteration 24Q: 3 clusters Score -6154808 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -6154849.000000 Penalty: 5350.939453
	Iteration 25Q: 3 clusters Score -6154849 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -6154867.000000 Penalty: 5350.939453
	Iteration 26Q: 3 clusters Score -6154867 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -6154880.500000 Penalty: 5350.939453
	Iteration 27Q: 3 clusters Score -6154880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6154878.500000 Penalty: 5350.939453
	Iteration 28Q: 3 clusters Score -6154878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6154889.500000 Penalty: 5350.939453
	Iteration 29Q: 3 clusters Score -6154890 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -6154902.500000 Penalty: 5350.939453
	Iteration 30Q: 3 clusters Score -6154902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -6154910.000000 Penalty: 5350.939453
	Iteration 31Q: 3 clusters Score -6154910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -6154915.000000 Penalty: 5350.939453
	Iteration 32Q: 3 clusters Score -6154915 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -6154941.500000 Penalty: 5350.939453
	Iteration 33Q: 3 clusters Score -6154942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -6154940.500000 Penalty: 5350.939453
	Iteration 34Q: 3 clusters Score -6154940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6154943.000000 Penalty: 5350.939453
	Iteration 35Q: 3 clusters Score -6154943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6154948.000000 Penalty: 5350.939453
	Iteration 36Q: 3 clusters Score -6154948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6154948.000000 Penalty: 5350.939453
	Iteration 37Q: 3 clusters Score -6154948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -6154953.500000 Penalty: 5350.939453
	Iteration 38Q: 3 clusters Score -6154954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6154943.000000 Penalty: 5350.939453
	Iteration 39Q: 3 clusters Score -6154943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -6154944.000000 Penalty: 5350.939453
	Iteration 40F: 3 clusters Score -6154944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -6154944.000000 Penalty: 5350.939453
	Iteration 41Q: 3 clusters Score -6154944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6154935.500000 Penalty: 5350.939453
	Iteration 42Q: 3 clusters Score -6154936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6154939.000000 Penalty: 5350.939453
	Iteration 43Q: 3 clusters Score -6154939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6154950.500000 Penalty: 5350.939453
	Iteration 44Q: 3 clusters Score -6154950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -6154948.000000 Penalty: 5350.939453
	Iteration 45Q: 3 clusters Score -6154948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6154946.000000 Penalty: 5350.939453
	Iteration 46Q: 3 clusters Score -6154946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6154955.500000 Penalty: 5350.939453
	Iteration 47Q: 3 clusters Score -6154956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -6154957.000000 Penalty: 5350.939453
	Iteration 48Q: 3 clusters Score -6154957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -6154961.000000 Penalty: 5350.939453
	Iteration 49Q: 3 clusters Score -6154961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6154958.500000 Penalty: 5350.939453
	Iteration 50Q: 3 clusters Score -6154958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -6154959.500000 Penalty: 5350.939453
	Iteration 51Q: 3 clusters Score -6154960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6154958.500000 Penalty: 5350.939453
	Iteration 52Q: 3 clusters Score -6154958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6154959.500000 Penalty: 5350.939453
	Iteration 53Q: 3 clusters Score -6154960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -6154958.500000 Penalty: 5350.939453
	Iteration 54Q: 3 clusters Score -6154958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -6154964.500000 Penalty: 5350.939453
	Iteration 55Q: 3 clusters Score -6154964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -6154963.000000 Penalty: 5350.939453
	Iteration 56Q: 3 clusters Score -6154963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -6154972.000000 Penalty: 5350.939453
	Iteration 57Q: 3 clusters Score -6154972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6154973.500000 Penalty: 5350.939453
	Iteration 58Q: 3 clusters Score -6154974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6154969.000000 Penalty: 5350.939453
	Iteration 59Q: 3 clusters Score -6154969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6154974.000000 Penalty: 5350.939453
	Iteration 60F: 3 clusters Score -6154974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6154975.500000 Penalty: 5350.939453
	Iteration 61Q: 3 clusters Score -6154976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6154969.500000 Penalty: 5350.939453
	Iteration 62Q: 3 clusters Score -6154970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6154969.500000 Penalty: 5350.939453
	Iteration 63F: 3 clusters Score -6154970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -291197.187500 Penalty: 1931.476440
	Iteration 0F: 2 clusters Score -291197.2 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 1207 members 
Entering Unmasked Estep 
Score: -288291.062500 Penalty: 3862.952881
	Iteration 0F: 3 clusters Score -288291.1 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -288907.500000 Penalty: 3862.952881
	Iteration 1F: 3 clusters Score -288907.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -289133.218750 Penalty: 3862.952881
	Iteration 2F: 3 clusters Score -289133.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -289320.093750 Penalty: 3862.952881
	Iteration 3F: 3 clusters Score -289320.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -289474.687500 Penalty: 3862.952881
	Iteration 4F: 3 clusters Score -289474.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -289667.968750 Penalty: 3862.952881
	Iteration 5F: 3 clusters Score -289668 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -290007.218750 Penalty: 3862.952881
	Iteration 6F: 3 clusters Score -290007.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -290425.125000 Penalty: 3862.952881
	Iteration 7F: 3 clusters Score -290425.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -290840.937500 Penalty: 3862.952881
	Iteration 8F: 3 clusters Score -290840.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -291215.125000 Penalty: 3862.952881
	Iteration 9Q: 3 clusters Score -291215.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -291333.718750 Penalty: 3862.952881
	Iteration 10Q: 3 clusters Score -291333.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -291379.062500 Penalty: 3862.952881
	Iteration 11Q: 3 clusters Score -291379.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -291395.312500 Penalty: 3862.952881
	Iteration 12Q: 3 clusters Score -291395.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -291401.406250 Penalty: 3862.952881
	Iteration 13Q: 3 clusters Score -291401.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -291403.906250 Penalty: 3862.952881
	Iteration 14Q: 3 clusters Score -291403.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -291408.125000 Penalty: 3862.952881
	Iteration 15Q: 3 clusters Score -291408.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -291410.625000 Penalty: 3862.952881
	Iteration 16Q: 3 clusters Score -291410.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -291411.812500 Penalty: 3862.952881
	Iteration 17Q: 3 clusters Score -291411.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -291412.187500 Penalty: 3862.952881
	Iteration 18Q: 3 clusters Score -291412.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -291412.343750 Penalty: 3862.952881
	Iteration 19Q: 3 clusters Score -291412.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -291412.343750 Penalty: 3862.952881
	Iteration 20F: 3 clusters Score -291412.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 6529 members 
Mstep: Class 4 contains 12041 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 174023 members 
Mstep: Class 9 contains 110504 members 
Mstep: Class 10 contains 124695 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189255 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48445 members 
Mstep: Class 16 contains 1244 members 
Mstep: Class 17 contains 7758 members 
Mstep: Class 18 contains 1168 members 
Mstep: Class 19 contains 175961 members 
Mstep: Class 20 contains 70135 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
Score: -119271952.000000 Penalty: 71765.531250
Splitting cluster 16 changes total score from -119273664.000000 to -119271952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (7758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Entering Unmasked Estep 
Score: -933964.875000 Penalty: 2221.207031
	Iteration 0F: 2 clusters Score -933964.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -927730.750000 Penalty: 4442.414062
	Iteration 0F: 3 clusters Score -927730.8 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -929624.312500 Penalty: 4442.414062
	Iteration 1F: 3 clusters Score -929624.3 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -930154.687500 Penalty: 4442.414062
	Iteration 2F: 3 clusters Score -930154.7 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -930588.125000 Penalty: 4442.414062
	Iteration 3F: 3 clusters Score -930588.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -930936.687500 Penalty: 4442.414062
	Iteration 4F: 3 clusters Score -930936.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -931208.500000 Penalty: 4442.414062
	Iteration 5F: 3 clusters Score -931208.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -931430.125000 Penalty: 4442.414062
	Iteration 6F: 3 clusters Score -931430.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -931635.437500 Penalty: 4442.414062
	Iteration 7Q: 3 clusters Score -931635.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -931860.875000 Penalty: 4442.414062
	Iteration 8Q: 3 clusters Score -931860.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -932049.687500 Penalty: 4442.414062
	Iteration 9Q: 3 clusters Score -932049.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -932197.000000 Penalty: 4442.414062
	Iteration 10Q: 3 clusters Score -932197 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -932326.187500 Penalty: 4442.414062
	Iteration 11Q: 3 clusters Score -932326.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -932421.312500 Penalty: 4442.414062
	Iteration 12Q: 3 clusters Score -932421.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -932491.437500 Penalty: 4442.414062
	Iteration 13Q: 3 clusters Score -932491.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -932536.062500 Penalty: 4442.414062
	Iteration 14Q: 3 clusters Score -932536.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -932574.375000 Penalty: 4442.414062
	Iteration 15Q: 3 clusters Score -932574.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -932595.187500 Penalty: 4442.414062
	Iteration 16Q: 3 clusters Score -932595.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -932608.312500 Penalty: 4442.414062
	Iteration 17Q: 3 clusters Score -932608.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -932625.187500 Penalty: 4442.414062
	Iteration 18Q: 3 clusters Score -932625.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -932634.000000 Penalty: 4442.414062
	Iteration 19Q: 3 clusters Score -932634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -932646.000000 Penalty: 4442.414062
	Iteration 20F: 3 clusters Score -932646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -932656.187500 Penalty: 4442.414062
	Iteration 21Q: 3 clusters Score -932656.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -932666.875000 Penalty: 4442.414062
	Iteration 22Q: 3 clusters Score -932666.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -932679.625000 Penalty: 4442.414062
	Iteration 23Q: 3 clusters Score -932679.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -932698.812500 Penalty: 4442.414062
	Iteration 24Q: 3 clusters Score -932698.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -932721.875000 Penalty: 4442.414062
	Iteration 25Q: 3 clusters Score -932721.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -932737.937500 Penalty: 4442.414062
	Iteration 26Q: 3 clusters Score -932737.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -932744.250000 Penalty: 4442.414062
	Iteration 27Q: 3 clusters Score -932744.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -932752.687500 Penalty: 4442.414062
	Iteration 28Q: 3 clusters Score -932752.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -932756.937500 Penalty: 4442.414062
	Iteration 29Q: 3 clusters Score -932756.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -932763.250000 Penalty: 4442.414062
	Iteration 30Q: 3 clusters Score -932763.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -932767.687500 Penalty: 4442.414062
	Iteration 31Q: 3 clusters Score -932767.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -932772.750000 Penalty: 4442.414062
	Iteration 32Q: 3 clusters Score -932772.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -932774.750000 Penalty: 4442.414062
	Iteration 33Q: 3 clusters Score -932774.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -932777.375000 Penalty: 4442.414062
	Iteration 34Q: 3 clusters Score -932777.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -932780.062500 Penalty: 4442.414062
	Iteration 35Q: 3 clusters Score -932780.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -932779.937500 Penalty: 4442.414062
	Iteration 36Q: 3 clusters Score -932779.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -932782.187500 Penalty: 4442.414062
	Iteration 37Q: 3 clusters Score -932782.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -932781.562500 Penalty: 4442.414062
	Iteration 38Q: 3 clusters Score -932781.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -932785.125000 Penalty: 4442.414062
	Iteration 39Q: 3 clusters Score -932785.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -932784.562500 Penalty: 4442.414062
	Iteration 40F: 3 clusters Score -932784.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -932791.562500 Penalty: 4442.414062
	Iteration 41Q: 3 clusters Score -932791.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -932794.250000 Penalty: 4442.414062
	Iteration 42Q: 3 clusters Score -932794.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -932799.125000 Penalty: 4442.414062
	Iteration 43Q: 3 clusters Score -932799.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -932802.687500 Penalty: 4442.414062
	Iteration 44Q: 3 clusters Score -932802.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -932807.187500 Penalty: 4442.414062
	Iteration 45Q: 3 clusters Score -932807.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -932809.187500 Penalty: 4442.414062
	Iteration 46Q: 3 clusters Score -932809.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -932812.875000 Penalty: 4442.414062
	Iteration 47Q: 3 clusters Score -932812.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -932814.187500 Penalty: 4442.414062
	Iteration 48Q: 3 clusters Score -932814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -932814.812500 Penalty: 4442.414062
	Iteration 49Q: 3 clusters Score -932814.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -932815.312500 Penalty: 4442.414062
	Iteration 50Q: 3 clusters Score -932815.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -932814.375000 Penalty: 4442.414062
	Iteration 51Q: 3 clusters Score -932814.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -932815.937500 Penalty: 4442.414062
	Iteration 52Q: 3 clusters Score -932815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -932817.312500 Penalty: 4442.414062
	Iteration 53Q: 3 clusters Score -932817.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -932818.750000 Penalty: 4442.414062
	Iteration 54Q: 3 clusters Score -932818.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -932818.187500 Penalty: 4442.414062
	Iteration 55Q: 3 clusters Score -932818.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -932820.000000 Penalty: 4442.414062
	Iteration 56Q: 3 clusters Score -932820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -932820.000000 Penalty: 4442.414062
	Iteration 57F: 3 clusters Score -932820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175961 members 
Entering Unmasked Estep 
Score: -22142744.000000 Penalty: 2995.348389
	Iteration 0F: 2 clusters Score -2.214274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87941 members 
Mstep: Class 2 contains 88020 members 
Entering Unmasked Estep 
Score: -22027230.000000 Penalty: 5990.696777
	Iteration 0F: 3 clusters Score -2.202723e+07 nChanged 84295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85422 members 
Mstep: Class 2 contains 90539 members 
Entering Unmasked Estep 
Score: -22076784.000000 Penalty: 5990.696777
	Iteration 1F: 3 clusters Score -2.207678e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83993 members 
Mstep: Class 2 contains 91968 members 
Entering Unmasked Estep 
Score: -22078570.000000 Penalty: 5990.696777
	Iteration 2Q: 3 clusters Score -2.207857e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81696 members 
Mstep: Class 2 contains 94265 members 
Entering Unmasked Estep 
Score: -22081132.000000 Penalty: 5990.696777
	Iteration 3Q: 3 clusters Score -2.208113e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78122 members 
Mstep: Class 2 contains 97839 members 
Entering Unmasked Estep 
Score: -22085616.000000 Penalty: 5990.696777
	Iteration 4Q: 3 clusters Score -2.208562e+07 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 103240 members 
Entering Unmasked Estep 
Score: -22093134.000000 Penalty: 5990.696777
	Iteration 5F: 3 clusters Score -2.209313e+07 nChanged 13134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65647 members 
Mstep: Class 2 contains 110314 members 
Entering Unmasked Estep 
Score: -22104236.000000 Penalty: 5990.696777
	Iteration 6F: 3 clusters Score -2.210424e+07 nChanged 13404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 117202 members 
Entering Unmasked Estep 
Score: -22116204.000000 Penalty: 5990.696777
	Iteration 7F: 3 clusters Score -2.21162e+07 nChanged 10666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54119 members 
Mstep: Class 2 contains 121842 members 
Entering Unmasked Estep 
Score: -22123964.000000 Penalty: 5990.696777
	Iteration 8F: 3 clusters Score -2.212396e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 124834 members 
Entering Unmasked Estep 
Score: -22127118.000000 Penalty: 5990.696777
	Iteration 9Q: 3 clusters Score -2.212712e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 127541 members 
Entering Unmasked Estep 
Score: -22129022.000000 Penalty: 5990.696777
	Iteration 10Q: 3 clusters Score -2.212902e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 130133 members 
Entering Unmasked Estep 
Score: -22130312.000000 Penalty: 5990.696777
	Iteration 11Q: 3 clusters Score -2.213031e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 132584 members 
Entering Unmasked Estep 
Score: -22131588.000000 Penalty: 5990.696777
	Iteration 12Q: 3 clusters Score -2.213159e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 134996 members 
Entering Unmasked Estep 
Score: -22132912.000000 Penalty: 5990.696777
	Iteration 13Q: 3 clusters Score -2.213291e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 137342 members 
Entering Unmasked Estep 
Score: -22134220.000000 Penalty: 5990.696777
	Iteration 14Q: 3 clusters Score -2.213422e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 139522 members 
Entering Unmasked Estep 
Score: -22135438.000000 Penalty: 5990.696777
	Iteration 15Q: 3 clusters Score -2.213544e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 141531 members 
Entering Unmasked Estep 
Score: -22136488.000000 Penalty: 5990.696777
	Iteration 16Q: 3 clusters Score -2.213649e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 143335 members 
Entering Unmasked Estep 
Score: -22137296.000000 Penalty: 5990.696777
	Iteration 17Q: 3 clusters Score -2.21373e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 144992 members 
Entering Unmasked Estep 
Score: -22137930.000000 Penalty: 5990.696777
	Iteration 18Q: 3 clusters Score -2.213793e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 146541 members 
Entering Unmasked Estep 
Score: -22138522.000000 Penalty: 5990.696777
	Iteration 19Q: 3 clusters Score -2.213852e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 148035 members 
Entering Unmasked Estep 
Score: -22139070.000000 Penalty: 5990.696777
	Iteration 20F: 3 clusters Score -2.213907e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 149443 members 
Entering Unmasked Estep 
Score: -22139346.000000 Penalty: 5990.696777
	Iteration 21Q: 3 clusters Score -2.213935e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 150765 members 
Entering Unmasked Estep 
Score: -22139670.000000 Penalty: 5990.696777
	Iteration 22Q: 3 clusters Score -2.213967e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 152080 members 
Entering Unmasked Estep 
Score: -22140130.000000 Penalty: 5990.696777
	Iteration 23Q: 3 clusters Score -2.214013e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 153334 members 
Entering Unmasked Estep 
Score: -22140428.000000 Penalty: 5990.696777
	Iteration 24Q: 3 clusters Score -2.214043e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 154488 members 
Entering Unmasked Estep 
Score: -22140690.000000 Penalty: 5990.696777
	Iteration 25Q: 3 clusters Score -2.214069e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 155593 members 
Entering Unmasked Estep 
Score: -22140966.000000 Penalty: 5990.696777
	Iteration 26Q: 3 clusters Score -2.214097e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 156595 members 
Entering Unmasked Estep 
Score: -22141118.000000 Penalty: 5990.696777
	Iteration 27Q: 3 clusters Score -2.214112e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 157529 members 
Entering Unmasked Estep 
Score: -22141260.000000 Penalty: 5990.696777
	Iteration 28Q: 3 clusters Score -2.214126e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 158386 members 
Entering Unmasked Estep 
Score: -22141368.000000 Penalty: 5990.696777
	Iteration 29Q: 3 clusters Score -2.214137e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 159252 members 
Entering Unmasked Estep 
Score: -22141528.000000 Penalty: 5990.696777
	Iteration 30Q: 3 clusters Score -2.214153e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 160060 members 
Entering Unmasked Estep 
Score: -22141600.000000 Penalty: 5990.696777
	Iteration 31Q: 3 clusters Score -2.21416e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 160805 members 
Entering Unmasked Estep 
Score: -22141758.000000 Penalty: 5990.696777
	Iteration 32Q: 3 clusters Score -2.214176e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 161522 members 
Entering Unmasked Estep 
Score: -22141836.000000 Penalty: 5990.696777
	Iteration 33Q: 3 clusters Score -2.214184e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 162192 members 
Entering Unmasked Estep 
Score: -22141992.000000 Penalty: 5990.696777
	Iteration 34Q: 3 clusters Score -2.214199e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 162822 members 
Entering Unmasked Estep 
Score: -22142156.000000 Penalty: 5990.696777
	Iteration 35Q: 3 clusters Score -2.214216e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 163416 members 
Entering Unmasked Estep 
Score: -22142198.000000 Penalty: 5990.696777
	Iteration 36Q: 3 clusters Score -2.21422e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 164005 members 
Entering Unmasked Estep 
Score: -22142324.000000 Penalty: 5990.696777
	Iteration 37Q: 3 clusters Score -2.214232e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 164536 members 
Entering Unmasked Estep 
Score: -22142402.000000 Penalty: 5990.696777
	Iteration 38Q: 3 clusters Score -2.21424e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 165042 members 
Entering Unmasked Estep 
Score: -22142372.000000 Penalty: 5990.696777
	Iteration 39Q: 3 clusters Score -2.214237e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 165522 members 
Entering Unmasked Estep 
Score: -22142332.000000 Penalty: 5990.696777
	Iteration 40F: 3 clusters Score -2.214233e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 165949 members 
Entering Unmasked Estep 
Score: -22142326.000000 Penalty: 5990.696777
	Iteration 41Q: 3 clusters Score -2.214233e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 166356 members 
Entering Unmasked Estep 
Score: -22142392.000000 Penalty: 5990.696777
	Iteration 42Q: 3 clusters Score -2.214239e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 166730 members 
Entering Unmasked Estep 
Score: -22142390.000000 Penalty: 5990.696777
	Iteration 43Q: 3 clusters Score -2.214239e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 167063 members 
Entering Unmasked Estep 
Score: -22142396.000000 Penalty: 5990.696777
	Iteration 44Q: 3 clusters Score -2.21424e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 167388 members 
Entering Unmasked Estep 
Score: -22142394.000000 Penalty: 5990.696777
	Iteration 45Q: 3 clusters Score -2.214239e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 167684 members 
Entering Unmasked Estep 
Score: -22142352.000000 Penalty: 5990.696777
	Iteration 46Q: 3 clusters Score -2.214235e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 167950 members 
Entering Unmasked Estep 
Score: -22142344.000000 Penalty: 5990.696777
	Iteration 47Q: 3 clusters Score -2.214234e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 168217 members 
Entering Unmasked Estep 
Score: -22142370.000000 Penalty: 5990.696777
	Iteration 48Q: 3 clusters Score -2.214237e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 168460 members 
Entering Unmasked Estep 
Score: -22142364.000000 Penalty: 5990.696777
	Iteration 49Q: 3 clusters Score -2.214236e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 168687 members 
Entering Unmasked Estep 
Score: -22142378.000000 Penalty: 5990.696777
	Iteration 50Q: 3 clusters Score -2.214238e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 168895 members 
Entering Unmasked Estep 
Score: -22142392.000000 Penalty: 5990.696777
	Iteration 51Q: 3 clusters Score -2.214239e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 169101 members 
Entering Unmasked Estep 
Score: -22142336.000000 Penalty: 5990.696777
	Iteration 52Q: 3 clusters Score -2.214234e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 169295 members 
Entering Unmasked Estep 
Score: -22142300.000000 Penalty: 5990.696777
	Iteration 53Q: 3 clusters Score -2.21423e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 169474 members 
Entering Unmasked Estep 
Score: -22142286.000000 Penalty: 5990.696777
	Iteration 54Q: 3 clusters Score -2.214229e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 169650 members 
Entering Unmasked Estep 
Score: -22142252.000000 Penalty: 5990.696777
	Iteration 55Q: 3 clusters Score -2.214225e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 169823 members 
Entering Unmasked Estep 
Score: -22142314.000000 Penalty: 5990.696777
	Iteration 56Q: 3 clusters Score -2.214231e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 169982 members 
Entering Unmasked Estep 
Score: -22142268.000000 Penalty: 5990.696777
	Iteration 57Q: 3 clusters Score -2.214227e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 170116 members 
Entering Unmasked Estep 
Score: -22142266.000000 Penalty: 5990.696777
	Iteration 58Q: 3 clusters Score -2.214227e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 170230 members 
Entering Unmasked Estep 
Score: -22142266.000000 Penalty: 5990.696777
	Iteration 59Q: 3 clusters Score -2.214227e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 170337 members 
Entering Unmasked Estep 
Score: -22142212.000000 Penalty: 5990.696777
	Iteration 60F: 3 clusters Score -2.214221e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 170438 members 
Entering Unmasked Estep 
Score: -22142208.000000 Penalty: 5990.696777
	Iteration 61Q: 3 clusters Score -2.214221e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 170525 members 
Entering Unmasked Estep 
Score: -22142188.000000 Penalty: 5990.696777
	Iteration 62Q: 3 clusters Score -2.214219e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 170612 members 
Entering Unmasked Estep 
Score: -22142202.000000 Penalty: 5990.696777
	Iteration 63Q: 3 clusters Score -2.21422e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 170691 members 
Entering Unmasked Estep 
Score: -22142168.000000 Penalty: 5990.696777
	Iteration 64Q: 3 clusters Score -2.214217e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 170765 members 
Entering Unmasked Estep 
Score: -22142142.000000 Penalty: 5990.696777
	Iteration 65Q: 3 clusters Score -2.214214e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 170828 members 
Entering Unmasked Estep 
Score: -22142170.000000 Penalty: 5990.696777
	Iteration 66Q: 3 clusters Score -2.214217e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 170896 members 
Entering Unmasked Estep 
Score: -22142174.000000 Penalty: 5990.696777
	Iteration 67Q: 3 clusters Score -2.214217e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 170958 members 
Entering Unmasked Estep 
Score: -22142154.000000 Penalty: 5990.696777
	Iteration 68Q: 3 clusters Score -2.214215e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 171027 members 
Entering Unmasked Estep 
Score: -22142122.000000 Penalty: 5990.696777
	Iteration 69Q: 3 clusters Score -2.214212e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 171086 members 
Entering Unmasked Estep 
Score: -22142110.000000 Penalty: 5990.696777
	Iteration 70Q: 3 clusters Score -2.214211e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 171134 members 
Entering Unmasked Estep 
Score: -22142134.000000 Penalty: 5990.696777
	Iteration 71Q: 3 clusters Score -2.214213e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 171176 members 
Entering Unmasked Estep 
Score: -22142110.000000 Penalty: 5990.696777
	Iteration 72Q: 3 clusters Score -2.214211e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 171210 members 
Entering Unmasked Estep 
Score: -22142108.000000 Penalty: 5990.696777
	Iteration 73Q: 3 clusters Score -2.214211e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 171254 members 
Entering Unmasked Estep 
Score: -22142100.000000 Penalty: 5990.696777
	Iteration 74Q: 3 clusters Score -2.21421e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 171293 members 
Entering Unmasked Estep 
Score: -22142078.000000 Penalty: 5990.696777
	Iteration 75Q: 3 clusters Score -2.214208e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 171337 members 
Entering Unmasked Estep 
Score: -22142034.000000 Penalty: 5990.696777
	Iteration 76Q: 3 clusters Score -2.214203e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 171376 members 
Entering Unmasked Estep 
Score: -22141992.000000 Penalty: 5990.696777
	Iteration 77Q: 3 clusters Score -2.214199e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 171418 members 
Entering Unmasked Estep 
Score: -22142010.000000 Penalty: 5990.696777
	Iteration 78Q: 3 clusters Score -2.214201e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 171460 members 
Entering Unmasked Estep 
Score: -22142002.000000 Penalty: 5990.696777
	Iteration 79Q: 3 clusters Score -2.2142e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 171489 members 
Entering Unmasked Estep 
Score: -22142002.000000 Penalty: 5990.696777
	Iteration 80F: 3 clusters Score -2.2142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 171504 members 
Entering Unmasked Estep 
Score: -22141992.000000 Penalty: 5990.696777
	Iteration 81Q: 3 clusters Score -2.214199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 171518 members 
Entering Unmasked Estep 
Score: -22141982.000000 Penalty: 5990.696777
	Iteration 82Q: 3 clusters Score -2.214198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 171528 members 
Entering Unmasked Estep 
Score: -22141976.000000 Penalty: 5990.696777
	Iteration 83Q: 3 clusters Score -2.214198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 171537 members 
Entering Unmasked Estep 
Score: -22141976.000000 Penalty: 5990.696777
	Iteration 84Q: 3 clusters Score -2.214198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 171546 members 
Entering Unmasked Estep 
Score: -22141992.000000 Penalty: 5990.696777
	Iteration 85Q: 3 clusters Score -2.214199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 171552 members 
Entering Unmasked Estep 
Score: -22141974.000000 Penalty: 5990.696777
	Iteration 86Q: 3 clusters Score -2.214197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 171563 members 
Entering Unmasked Estep 
Score: -22141976.000000 Penalty: 5990.696777
	Iteration 87Q: 3 clusters Score -2.214198e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 171577 members 
Entering Unmasked Estep 
Score: -22141962.000000 Penalty: 5990.696777
	Iteration 88Q: 3 clusters Score -2.214196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 171585 members 
Entering Unmasked Estep 
Score: -22141974.000000 Penalty: 5990.696777
	Iteration 89Q: 3 clusters Score -2.214197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 171593 members 
Entering Unmasked Estep 
Score: -22141966.000000 Penalty: 5990.696777
	Iteration 90Q: 3 clusters Score -2.214197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 171604 members 
Entering Unmasked Estep 
Score: -22141954.000000 Penalty: 5990.696777
	Iteration 91Q: 3 clusters Score -2.214195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 171616 members 
Entering Unmasked Estep 
Score: -22141962.000000 Penalty: 5990.696777
	Iteration 92Q: 3 clusters Score -2.214196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 171623 members 
Entering Unmasked Estep 
Score: -22141962.000000 Penalty: 5990.696777
	Iteration 93Q: 3 clusters Score -2.214196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 171635 members 
Entering Unmasked Estep 
Score: -22141948.000000 Penalty: 5990.696777
	Iteration 94Q: 3 clusters Score -2.214195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 171651 members 
Entering Unmasked Estep 
Score: -22141948.000000 Penalty: 5990.696777
	Iteration 95Q: 3 clusters Score -2.214195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 171664 members 
Entering Unmasked Estep 
Score: -22141958.000000 Penalty: 5990.696777
	Iteration 96Q: 3 clusters Score -2.214196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 171676 members 
Entering Unmasked Estep 
Score: -22141958.000000 Penalty: 5990.696777
	Iteration 97Q: 3 clusters Score -2.214196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 171685 members 
Entering Unmasked Estep 
Score: -22141964.000000 Penalty: 5990.696777
	Iteration 98Q: 3 clusters Score -2.214196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 171693 members 
Entering Unmasked Estep 
Score: -22141956.000000 Penalty: 5990.696777
	Iteration 99Q: 3 clusters Score -2.214196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 171701 members 
Entering Unmasked Estep 
Score: -22141954.000000 Penalty: 5990.696777
	Iteration 100F: 3 clusters Score -2.214195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 171709 members 
Entering Unmasked Estep 
Score: -22141962.000000 Penalty: 5990.696777
	Iteration 101Q: 3 clusters Score -2.214196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 171715 members 
Entering Unmasked Estep 
Score: -22141954.000000 Penalty: 5990.696777
	Iteration 102Q: 3 clusters Score -2.214195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 171719 members 
Entering Unmasked Estep 
Score: -22141954.000000 Penalty: 5990.696777
	Iteration 103Q: 3 clusters Score -2.214195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 171720 members 
Entering Unmasked Estep 
Score: -22141940.000000 Penalty: 5990.696777
	Iteration 104Q: 3 clusters Score -2.214194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 171724 members 
Entering Unmasked Estep 
Score: -22141930.000000 Penalty: 5990.696777
	Iteration 105Q: 3 clusters Score -2.214193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 171729 members 
Entering Unmasked Estep 
Score: -22141942.000000 Penalty: 5990.696777
	Iteration 106Q: 3 clusters Score -2.214194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 171733 members 
Entering Unmasked Estep 
Score: -22141940.000000 Penalty: 5990.696777
	Iteration 107Q: 3 clusters Score -2.214194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 171738 members 
Entering Unmasked Estep 
Score: -22141928.000000 Penalty: 5990.696777
	Iteration 108Q: 3 clusters Score -2.214193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 171740 members 
Entering Unmasked Estep 
Score: -22141932.000000 Penalty: 5990.696777
	Iteration 109Q: 3 clusters Score -2.214193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 171743 members 
Entering Unmasked Estep 
Score: -22141946.000000 Penalty: 5990.696777
	Iteration 110Q: 3 clusters Score -2.214195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 171748 members 
Entering Unmasked Estep 
Score: -22141944.000000 Penalty: 5990.696777
	Iteration 111Q: 3 clusters Score -2.214194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 171756 members 
Entering Unmasked Estep 
Score: -22141942.000000 Penalty: 5990.696777
	Iteration 112Q: 3 clusters Score -2.214194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 171763 members 
Entering Unmasked Estep 
Score: -22141942.000000 Penalty: 5990.696777
	Iteration 113Q: 3 clusters Score -2.214194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 171770 members 
Entering Unmasked Estep 
Score: -22141958.000000 Penalty: 5990.696777
	Iteration 114Q: 3 clusters Score -2.214196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 171775 members 
Entering Unmasked Estep 
Score: -22141946.000000 Penalty: 5990.696777
	Iteration 115Q: 3 clusters Score -2.214195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 171780 members 
Entering Unmasked Estep 
Score: -22141950.000000 Penalty: 5990.696777
	Iteration 116Q: 3 clusters Score -2.214195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 171782 members 
Entering Unmasked Estep 
Score: -22141940.000000 Penalty: 5990.696777
	Iteration 117Q: 3 clusters Score -2.214194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 171784 members 
Entering Unmasked Estep 
Score: -22141954.000000 Penalty: 5990.696777
	Iteration 118Q: 3 clusters Score -2.214195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 171786 members 
Entering Unmasked Estep 
Score: -22141962.000000 Penalty: 5990.696777
	Iteration 119Q: 3 clusters Score -2.214196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 171787 members 
Entering Unmasked Estep 
Score: -22141954.000000 Penalty: 5990.696777
	Iteration 120F: 3 clusters Score -2.214195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (70135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70135 members 
Entering Unmasked Estep 
Score: -8618761.000000 Penalty: 2767.228027
	Iteration 0F: 2 clusters Score -8618761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -8571815.000000 Penalty: 5534.456055
	Iteration 0F: 3 clusters Score -8571815 nChanged 32835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -8590070.000000 Penalty: 5534.456055
	Iteration 1F: 3 clusters Score -8590070 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -8590770.000000 Penalty: 5534.456055
	Iteration 2Q: 3 clusters Score -8590770 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -8591715.000000 Penalty: 5534.456055
	Iteration 3Q: 3 clusters Score -8591715 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -8593303.000000 Penalty: 5534.456055
	Iteration 4Q: 3 clusters Score -8593303 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -8596348.000000 Penalty: 5534.456055
	Iteration 5F: 3 clusters Score -8596348 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 55423 members 
Entering Unmasked Estep 
Score: -8601484.000000 Penalty: 5534.456055
	Iteration 6F: 3 clusters Score -8601484 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -8607839.000000 Penalty: 5534.456055
	Iteration 7F: 3 clusters Score -8607839 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 66857 members 
Entering Unmasked Estep 
Score: -8612985.000000 Penalty: 5534.456055
	Iteration 8F: 3 clusters Score -8612985 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 69158 members 
Entering Unmasked Estep 
Score: -8615307.000000 Penalty: 5534.456055
	Iteration 9Q: 3 clusters Score -8615307 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
Score: -8615938.000000 Penalty: 5534.456055
	Iteration 10Q: 3 clusters Score -8615938 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 69917 members 
Entering Unmasked Estep 
Score: -8616138.000000 Penalty: 5534.456055
	Iteration 11Q: 3 clusters Score -8616138 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 69957 members 
Entering Unmasked Estep 
Score: -8616238.000000 Penalty: 5534.456055
	Iteration 12Q: 3 clusters Score -8616238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 69968 members 
Entering Unmasked Estep 
Score: -8616290.000000 Penalty: 5534.456055
	Iteration 13Q: 3 clusters Score -8616290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 69974 members 
Entering Unmasked Estep 
Score: -8616311.000000 Penalty: 5534.456055
	Iteration 14Q: 3 clusters Score -8616311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -8616313.000000 Penalty: 5534.456055
	Iteration 15Q: 3 clusters Score -8616313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -8616313.000000 Penalty: 5534.456055
	Iteration 16F: 3 clusters Score -8616313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -49891.613281 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -49891.61 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 221 members 
Entering Unmasked Estep 
Score: -48433.582031 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -48433.58 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48618.375000 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -48618.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -48681.957031 Penalty: 3022.410645
	Iteration 2Q: 3 clusters Score -48681.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48720.933594 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -48720.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48752.203125 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -48752.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48780.316406 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -48780.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48809.601562 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -48809.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48833.296875 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -48833.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48904.480469 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -48904.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48954.003906 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -48954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48991.285156 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -48991.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49001.457031 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -49001.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49010.218750 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -49010.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49013.156250 Penalty: 3022.410645
	Iteration 13Q: 3 clusters Score -49013.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49017.136719 Penalty: 3022.410645
	Iteration 14Q: 3 clusters Score -49017.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49028.144531 Penalty: 3022.410645
	Iteration 15Q: 3 clusters Score -49028.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49047.039062 Penalty: 3022.410645
	Iteration 16Q: 3 clusters Score -49047.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49066.777344 Penalty: 3022.410645
	Iteration 17Q: 3 clusters Score -49066.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49092.281250 Penalty: 3022.410645
	Iteration 18Q: 3 clusters Score -49092.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49113.039062 Penalty: 3022.410645
	Iteration 19Q: 3 clusters Score -49113.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49139.011719 Penalty: 3022.410645
	Iteration 20F: 3 clusters Score -49139.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -49162.292969 Penalty: 3022.410645
	Iteration 21Q: 3 clusters Score -49162.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49179.808594 Penalty: 3022.410645
	Iteration 22Q: 3 clusters Score -49179.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49179.808594 Penalty: 3022.410645
	Iteration 23F: 3 clusters Score -49179.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 6529 members 
Mstep: Class 4 contains 12041 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 174023 members 
Mstep: Class 9 contains 110504 members 
Mstep: Class 10 contains 124695 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189255 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48445 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7758 members 
Mstep: Class 19 contains 175961 members 
Mstep: Class 20 contains 70135 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 159Q: 21 clusters Score -1.192735e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 6409 members 
Mstep: Class 4 contains 12047 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 174149 members 
Mstep: Class 9 contains 110576 members 
Mstep: Class 10 contains 124728 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189195 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48453 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7757 members 
Mstep: Class 19 contains 175926 members 
Mstep: Class 20 contains 70106 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 21 clusters Score -1.192734e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 6289 members 
Mstep: Class 4 contains 12044 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 174315 members 
Mstep: Class 9 contains 110608 members 
Mstep: Class 10 contains 124777 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189105 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48461 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7757 members 
Mstep: Class 19 contains 175923 members 
Mstep: Class 20 contains 70073 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
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Iteration 161Q: 21 clusters Score -1.192738e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 6178 members 
Mstep: Class 4 contains 12043 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 174435 members 
Mstep: Class 9 contains 110652 members 
Mstep: Class 10 contains 124828 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 189014 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48457 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7756 members 
Mstep: Class 19 contains 175946 members 
Mstep: Class 20 contains 70056 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
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Iteration 162Q: 21 clusters Score -1.192736e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 6079 members 
Mstep: Class 4 contains 12047 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 174558 members 
Mstep: Class 9 contains 110669 members 
Mstep: Class 10 contains 124907 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 188890 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48462 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7753 members 
Mstep: Class 19 contains 175952 members 
Mstep: Class 20 contains 70047 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
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Iteration 163Q: 21 clusters Score -1.192737e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 5993 members 
Mstep: Class 4 contains 12048 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 174662 members 
Mstep: Class 9 contains 110702 members 
Mstep: Class 10 contains 124972 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 188782 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48472 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7752 members 
Mstep: Class 19 contains 175969 members 
Mstep: Class 20 contains 70016 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
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Iteration 164Q: 21 clusters Score -1.192737e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 5928 members 
Mstep: Class 4 contains 12046 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 174744 members 
Mstep: Class 9 contains 110748 members 
Mstep: Class 10 contains 125050 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 188654 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48482 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7751 members 
Mstep: Class 19 contains 175994 members 
Mstep: Class 20 contains 69977 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
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Iteration 165Q: 21 clusters Score -1.192737e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 12044 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 174849 members 
Mstep: Class 9 contains 110777 members 
Mstep: Class 10 contains 125140 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 188493 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48493 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7752 members 
Mstep: Class 19 contains 176027 members 
Mstep: Class 20 contains 69949 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
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Iteration 166Q: 21 clusters Score -1.192736e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 5794 members 
Mstep: Class 4 contains 12044 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 174920 members 
Mstep: Class 9 contains 110813 members 
Mstep: Class 10 contains 125211 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 188360 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48504 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7752 members 
Mstep: Class 19 contains 176066 members 
Mstep: Class 20 contains 69934 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
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Iteration 167Q: 21 clusters Score -1.192735e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 5716 members 
Mstep: Class 4 contains 12042 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 174994 members 
Mstep: Class 9 contains 110851 members 
Mstep: Class 10 contains 125266 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 188229 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48518 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7753 members 
Mstep: Class 19 contains 176112 members 
Mstep: Class 20 contains 69923 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
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Iteration 168Q: 21 clusters Score -1.192736e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 5632 members 
Mstep: Class 4 contains 12040 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 175067 members 
Mstep: Class 9 contains 110857 members 
Mstep: Class 10 contains 125332 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 188138 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48522 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7753 members 
Mstep: Class 19 contains 176130 members 
Mstep: Class 20 contains 69931 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
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Iteration 169Q: 21 clusters Score -1.192736e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 5545 members 
Mstep: Class 4 contains 12044 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 175128 members 
Mstep: Class 9 contains 110867 members 
Mstep: Class 10 contains 125365 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 188066 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48526 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7753 members 
Mstep: Class 19 contains 176198 members 
Mstep: Class 20 contains 69915 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
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Iteration 170Q: 21 clusters Score -1.192736e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 5462 members 
Mstep: Class 4 contains 12044 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 175176 members 
Mstep: Class 9 contains 110888 members 
Mstep: Class 10 contains 125387 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 188005 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48539 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7753 members 
Mstep: Class 19 contains 176260 members 
Mstep: Class 20 contains 69900 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
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Iteration 171Q: 21 clusters Score -1.192737e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 5351 members 
Mstep: Class 4 contains 12045 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 175192 members 
Mstep: Class 9 contains 110908 members 
Mstep: Class 10 contains 125420 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 188007 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48555 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7753 members 
Mstep: Class 19 contains 176292 members 
Mstep: Class 20 contains 69888 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 172Q: 21 clusters Score -1.192737e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 5280 members 
Mstep: Class 4 contains 12038 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 175234 members 
Mstep: Class 9 contains 110926 members 
Mstep: Class 10 contains 125476 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187988 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48565 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7752 members 
Mstep: Class 19 contains 176297 members 
Mstep: Class 20 contains 69864 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
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Iteration 173Q: 21 clusters Score -1.192738e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 5210 members 
Mstep: Class 4 contains 12042 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 175285 members 
Mstep: Class 9 contains 110938 members 
Mstep: Class 10 contains 125514 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187985 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48574 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7751 members 
Mstep: Class 19 contains 176283 members 
Mstep: Class 20 contains 69846 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
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Iteration 174Q: 21 clusters Score -1.192739e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 5130 members 
Mstep: Class 4 contains 12044 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 175357 members 
Mstep: Class 9 contains 110958 members 
Mstep: Class 10 contains 125560 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187952 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48581 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7751 members 
Mstep: Class 19 contains 176264 members 
Mstep: Class 20 contains 69833 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
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Iteration 175Q: 21 clusters Score -1.192738e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 5074 members 
Mstep: Class 4 contains 12043 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 175381 members 
Mstep: Class 9 contains 110970 members 
Mstep: Class 10 contains 125595 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187916 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48578 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7751 members 
Mstep: Class 19 contains 176317 members 
Mstep: Class 20 contains 69801 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
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Iteration 176Q: 21 clusters Score -1.192737e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 5016 members 
Mstep: Class 4 contains 12045 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 175426 members 
Mstep: Class 9 contains 110979 members 
Mstep: Class 10 contains 125636 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187867 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48575 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7751 members 
Mstep: Class 19 contains 176367 members 
Mstep: Class 20 contains 69772 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
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Iteration 177Q: 21 clusters Score -1.192738e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 4965 members 
Mstep: Class 4 contains 12047 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 175450 members 
Mstep: Class 9 contains 110988 members 
Mstep: Class 10 contains 125677 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187797 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48579 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7750 members 
Mstep: Class 19 contains 176424 members 
Mstep: Class 20 contains 69756 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
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Iteration 178Q: 21 clusters Score -1.192738e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 4920 members 
Mstep: Class 4 contains 12050 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 175482 members 
Mstep: Class 9 contains 110992 members 
Mstep: Class 10 contains 125709 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187739 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48578 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7749 members 
Mstep: Class 19 contains 176482 members 
Mstep: Class 20 contains 69735 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
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Iteration 179Q: 21 clusters Score -1.192738e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 4865 members 
Mstep: Class 4 contains 12052 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 175527 members 
Mstep: Class 9 contains 111010 members 
Mstep: Class 10 contains 125730 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187697 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48566 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7748 members 
Mstep: Class 19 contains 176530 members 
Mstep: Class 20 contains 69716 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
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Iteration 180F: 21 clusters Score -1.192738e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 12055 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 175556 members 
Mstep: Class 9 contains 111031 members 
Mstep: Class 10 contains 125746 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187645 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48548 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7744 members 
Mstep: Class 19 contains 176638 members 
Mstep: Class 20 contains 69688 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
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Iteration 181Q: 21 clusters Score -1.192737e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 4739 members 
Mstep: Class 4 contains 12054 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 175592 members 
Mstep: Class 9 contains 111044 members 
Mstep: Class 10 contains 125741 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187578 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48543 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7743 members 
Mstep: Class 19 contains 176766 members 
Mstep: Class 20 contains 69664 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
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Iteration 182Q: 21 clusters Score -1.192736e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 4685 members 
Mstep: Class 4 contains 12056 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 175644 members 
Mstep: Class 9 contains 111049 members 
Mstep: Class 10 contains 125735 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187537 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48548 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7737 members 
Mstep: Class 19 contains 176845 members 
Mstep: Class 20 contains 69639 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273576.000000 Penalty: 68348.125000
Iteration 183Q: 21 clusters Score -1.192736e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 4624 members 
Mstep: Class 4 contains 12055 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 175700 members 
Mstep: Class 9 contains 111062 members 
Mstep: Class 10 contains 125727 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187508 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48550 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7735 members 
Mstep: Class 19 contains 176893 members 
Mstep: Class 20 contains 69627 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273408.000000 Penalty: 68348.125000
Iteration 184Q: 21 clusters Score -1.192734e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 4567 members 
Mstep: Class 4 contains 12057 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 175775 members 
Mstep: Class 9 contains 111080 members 
Mstep: Class 10 contains 125712 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187452 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48553 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7734 members 
Mstep: Class 19 contains 176940 members 
Mstep: Class 20 contains 69622 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273400.000000 Penalty: 68348.125000
Iteration 185Q: 21 clusters Score -1.192734e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 4493 members 
Mstep: Class 4 contains 12058 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 175822 members 
Mstep: Class 9 contains 111125 members 
Mstep: Class 10 contains 125710 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187430 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48552 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7733 members 
Mstep: Class 19 contains 176953 members 
Mstep: Class 20 contains 69621 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273656.000000 Penalty: 68348.125000
Iteration 186Q: 21 clusters Score -1.192737e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 12061 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 175842 members 
Mstep: Class 9 contains 111181 members 
Mstep: Class 10 contains 125725 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187405 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48543 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7730 members 
Mstep: Class 19 contains 176984 members 
Mstep: Class 20 contains 69609 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273688.000000 Penalty: 68348.125000
Iteration 187Q: 21 clusters Score -1.192737e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 4377 members 
Mstep: Class 4 contains 12062 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 175843 members 
Mstep: Class 9 contains 111217 members 
Mstep: Class 10 contains 125715 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187379 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48538 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7729 members 
Mstep: Class 19 contains 177079 members 
Mstep: Class 20 contains 69589 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273648.000000 Penalty: 68348.125000
Iteration 188Q: 21 clusters Score -1.192736e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 4325 members 
Mstep: Class 4 contains 12065 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 175900 members 
Mstep: Class 9 contains 111245 members 
Mstep: Class 10 contains 125694 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187343 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48526 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7729 members 
Mstep: Class 19 contains 177121 members 
Mstep: Class 20 contains 69582 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273672.000000 Penalty: 68348.125000
Iteration 189Q: 21 clusters Score -1.192737e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 4277 members 
Mstep: Class 4 contains 12066 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 175943 members 
Mstep: Class 9 contains 111266 members 
Mstep: Class 10 contains 125675 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187311 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48515 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7729 members 
Mstep: Class 19 contains 177179 members 
Mstep: Class 20 contains 69570 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273632.000000 Penalty: 68348.125000
Iteration 190Q: 21 clusters Score -1.192736e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 4238 members 
Mstep: Class 4 contains 12064 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 175984 members 
Mstep: Class 9 contains 111287 members 
Mstep: Class 10 contains 125657 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187282 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 48506 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7728 members 
Mstep: Class 19 contains 177233 members 
Mstep: Class 20 contains 69555 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273520.000000 Penalty: 68348.125000
Iteration 191Q: 21 clusters Score -1.192735e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 4203 members 
Mstep: Class 4 contains 12067 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 176019 members 
Mstep: Class 9 contains 111288 members 
Mstep: Class 10 contains 125648 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187264 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48505 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7725 members 
Mstep: Class 19 contains 177282 members 
Mstep: Class 20 contains 69541 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273728.000000 Penalty: 68348.125000
Iteration 192Q: 21 clusters Score -1.192737e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 4164 members 
Mstep: Class 4 contains 12070 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 176026 members 
Mstep: Class 9 contains 111303 members 
Mstep: Class 10 contains 125651 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187290 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48502 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7723 members 
Mstep: Class 19 contains 177291 members 
Mstep: Class 20 contains 69530 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273760.000000 Penalty: 68348.125000
Iteration 193Q: 21 clusters Score -1.192738e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 4128 members 
Mstep: Class 4 contains 12071 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 176027 members 
Mstep: Class 9 contains 111330 members 
Mstep: Class 10 contains 125648 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187283 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48496 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7722 members 
Mstep: Class 19 contains 177334 members 
Mstep: Class 20 contains 69519 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273680.000000 Penalty: 68348.125000
Iteration 194Q: 21 clusters Score -1.192737e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 4096 members 
Mstep: Class 4 contains 12073 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 176012 members 
Mstep: Class 9 contains 111340 members 
Mstep: Class 10 contains 125658 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187272 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48502 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7720 members 
Mstep: Class 19 contains 177367 members 
Mstep: Class 20 contains 69521 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273680.000000 Penalty: 68348.125000
Iteration 195Q: 21 clusters Score -1.192737e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 4083 members 
Mstep: Class 4 contains 12075 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 175998 members 
Mstep: Class 9 contains 111351 members 
Mstep: Class 10 contains 125656 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187261 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48511 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7718 members 
Mstep: Class 19 contains 177416 members 
Mstep: Class 20 contains 69496 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273696.000000 Penalty: 68348.125000
Iteration 196Q: 21 clusters Score -1.192737e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 4066 members 
Mstep: Class 4 contains 12077 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 176000 members 
Mstep: Class 9 contains 111360 members 
Mstep: Class 10 contains 125642 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187227 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48515 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7716 members 
Mstep: Class 19 contains 177484 members 
Mstep: Class 20 contains 69486 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273664.000000 Penalty: 68348.125000
Iteration 197Q: 21 clusters Score -1.192737e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 846 members 
Mstep: Class 3 contains 4053 members 
Mstep: Class 4 contains 12078 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 176018 members 
Mstep: Class 9 contains 111363 members 
Mstep: Class 10 contains 125625 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187218 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48515 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7716 members 
Mstep: Class 19 contains 177527 members 
Mstep: Class 20 contains 69460 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273624.000000 Penalty: 68348.125000
Iteration 198Q: 21 clusters Score -1.192736e+08 nChanged 546
Entering ConstructFrom: 
Score: -119273624.000000 Penalty: 68348.125000
Entering ConstructFrom: 
Trying to split cluster 1 (36229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Entering Unmasked Estep 
Score: -4621856.500000 Penalty: 2603.408447
	Iteration 0F: 2 clusters Score -4621856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -4597342.500000 Penalty: 5206.816895
	Iteration 0F: 3 clusters Score -4597342 nChanged 16353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -4606159.500000 Penalty: 5206.816895
	Iteration 1F: 3 clusters Score -4606160 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -4606618.000000 Penalty: 5206.816895
	Iteration 2Q: 3 clusters Score -4606618 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -4607039.000000 Penalty: 5206.816895
	Iteration 3Q: 3 clusters Score -4607039 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -4607462.000000 Penalty: 5206.816895
	Iteration 4Q: 3 clusters Score -4607462 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -4607937.000000 Penalty: 5206.816895
	Iteration 5Q: 3 clusters Score -4607937 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -4608544.000000 Penalty: 5206.816895
	Iteration 6Q: 3 clusters Score -4608544 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -4609356.000000 Penalty: 5206.816895
	Iteration 7Q: 3 clusters Score -4609356 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -4610314.500000 Penalty: 5206.816895
	Iteration 8Q: 3 clusters Score -4610314 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -4611457.500000 Penalty: 5206.816895
	Iteration 9F: 3 clusters Score -4611458 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -4612785.000000 Penalty: 5206.816895
	Iteration 10F: 3 clusters Score -4612785 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -4613877.000000 Penalty: 5206.816895
	Iteration 11F: 3 clusters Score -4613877 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -4614466.000000 Penalty: 5206.816895
	Iteration 12Q: 3 clusters Score -4614466 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -4614735.000000 Penalty: 5206.816895
	Iteration 13Q: 3 clusters Score -4614735 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -4614892.000000 Penalty: 5206.816895
	Iteration 14Q: 3 clusters Score -4614892 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -4615009.500000 Penalty: 5206.816895
	Iteration 15Q: 3 clusters Score -4615010 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -4615126.000000 Penalty: 5206.816895
	Iteration 16Q: 3 clusters Score -4615126 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -4615242.000000 Penalty: 5206.816895
	Iteration 17Q: 3 clusters Score -4615242 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -4615339.000000 Penalty: 5206.816895
	Iteration 18Q: 3 clusters Score -4615339 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -4615463.500000 Penalty: 5206.816895
	Iteration 19Q: 3 clusters Score -4615464 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -4615564.500000 Penalty: 5206.816895
	Iteration 20F: 3 clusters Score -4615564 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -4615689.000000 Penalty: 5206.816895
	Iteration 21Q: 3 clusters Score -4615689 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -4615797.000000 Penalty: 5206.816895
	Iteration 22Q: 3 clusters Score -4615797 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -4615911.500000 Penalty: 5206.816895
	Iteration 23Q: 3 clusters Score -4615912 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -4616028.000000 Penalty: 5206.816895
	Iteration 24Q: 3 clusters Score -4616028 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -4616134.500000 Penalty: 5206.816895
	Iteration 25Q: 3 clusters Score -4616134 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -4616237.500000 Penalty: 5206.816895
	Iteration 26Q: 3 clusters Score -4616238 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -4616312.500000 Penalty: 5206.816895
	Iteration 27Q: 3 clusters Score -4616312 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -4616394.500000 Penalty: 5206.816895
	Iteration 28Q: 3 clusters Score -4616394 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -4616488.000000 Penalty: 5206.816895
	Iteration 29Q: 3 clusters Score -4616488 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -4616573.500000 Penalty: 5206.816895
	Iteration 30Q: 3 clusters Score -4616574 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -4616651.500000 Penalty: 5206.816895
	Iteration 31Q: 3 clusters Score -4616652 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -4616716.500000 Penalty: 5206.816895
	Iteration 32Q: 3 clusters Score -4616716 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -4616788.500000 Penalty: 5206.816895
	Iteration 33Q: 3 clusters Score -4616788 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -4616857.500000 Penalty: 5206.816895
	Iteration 34Q: 3 clusters Score -4616858 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -4616951.500000 Penalty: 5206.816895
	Iteration 35Q: 3 clusters Score -4616952 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -4617064.000000 Penalty: 5206.816895
	Iteration 36Q: 3 clusters Score -4617064 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -4617176.500000 Penalty: 5206.816895
	Iteration 37Q: 3 clusters Score -4617176 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -4617315.500000 Penalty: 5206.816895
	Iteration 38Q: 3 clusters Score -4617316 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -4617411.000000 Penalty: 5206.816895
	Iteration 39Q: 3 clusters Score -4617411 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -4617525.500000 Penalty: 5206.816895
	Iteration 40F: 3 clusters Score -4617526 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -4617628.500000 Penalty: 5206.816895
	Iteration 41Q: 3 clusters Score -4617628 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -4617761.000000 Penalty: 5206.816895
	Iteration 42Q: 3 clusters Score -4617761 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -4617865.000000 Penalty: 5206.816895
	Iteration 43Q: 3 clusters Score -4617865 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -4617973.500000 Penalty: 5206.816895
	Iteration 44Q: 3 clusters Score -4617974 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -4618082.500000 Penalty: 5206.816895
	Iteration 45Q: 3 clusters Score -4618082 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -4618194.500000 Penalty: 5206.816895
	Iteration 46Q: 3 clusters Score -4618194 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -4618316.000000 Penalty: 5206.816895
	Iteration 47Q: 3 clusters Score -4618316 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -4618449.000000 Penalty: 5206.816895
	Iteration 48Q: 3 clusters Score -4618449 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4618553.500000 Penalty: 5206.816895
	Iteration 49Q: 3 clusters Score -4618554 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -4618665.500000 Penalty: 5206.816895
	Iteration 50Q: 3 clusters Score -4618666 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -4618753.500000 Penalty: 5206.816895
	Iteration 51Q: 3 clusters Score -4618754 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -4618846.000000 Penalty: 5206.816895
	Iteration 52Q: 3 clusters Score -4618846 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4618928.000000 Penalty: 5206.816895
	Iteration 53Q: 3 clusters Score -4618928 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4619006.500000 Penalty: 5206.816895
	Iteration 54Q: 3 clusters Score -4619006 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4619099.500000 Penalty: 5206.816895
	Iteration 55Q: 3 clusters Score -4619100 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -4619165.000000 Penalty: 5206.816895
	Iteration 56Q: 3 clusters Score -4619165 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4619229.500000 Penalty: 5206.816895
	Iteration 57Q: 3 clusters Score -4619230 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4619270.500000 Penalty: 5206.816895
	Iteration 58Q: 3 clusters Score -4619270 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4619305.500000 Penalty: 5206.816895
	Iteration 59Q: 3 clusters Score -4619306 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4619328.500000 Penalty: 5206.816895
	Iteration 60F: 3 clusters Score -4619328 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4619363.500000 Penalty: 5206.816895
	Iteration 61Q: 3 clusters Score -4619364 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4619384.000000 Penalty: 5206.816895
	Iteration 62Q: 3 clusters Score -4619384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4619407.000000 Penalty: 5206.816895
	Iteration 63Q: 3 clusters Score -4619407 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4619427.000000 Penalty: 5206.816895
	Iteration 64Q: 3 clusters Score -4619427 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4619443.000000 Penalty: 5206.816895
	Iteration 65Q: 3 clusters Score -4619443 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4619451.000000 Penalty: 5206.816895
	Iteration 66Q: 3 clusters Score -4619451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4619457.500000 Penalty: 5206.816895
	Iteration 67Q: 3 clusters Score -4619458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4619464.000000 Penalty: 5206.816895
	Iteration 68Q: 3 clusters Score -4619464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4619465.000000 Penalty: 5206.816895
	Iteration 69Q: 3 clusters Score -4619465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4619472.500000 Penalty: 5206.816895
	Iteration 70Q: 3 clusters Score -4619472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4619475.000000 Penalty: 5206.816895
	Iteration 71Q: 3 clusters Score -4619475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4619481.000000 Penalty: 5206.816895
	Iteration 72Q: 3 clusters Score -4619481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4619485.500000 Penalty: 5206.816895
	Iteration 73Q: 3 clusters Score -4619486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4619500.500000 Penalty: 5206.816895
	Iteration 74Q: 3 clusters Score -4619500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4619508.000000 Penalty: 5206.816895
	Iteration 75Q: 3 clusters Score -4619508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4619509.000000 Penalty: 5206.816895
	Iteration 76Q: 3 clusters Score -4619509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4619513.000000 Penalty: 5206.816895
	Iteration 77Q: 3 clusters Score -4619513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4619523.500000 Penalty: 5206.816895
	Iteration 78Q: 3 clusters Score -4619524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4619530.500000 Penalty: 5206.816895
	Iteration 79Q: 3 clusters Score -4619530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4619533.500000 Penalty: 5206.816895
	Iteration 80F: 3 clusters Score -4619534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4619520.000000 Penalty: 5206.816895
	Iteration 81Q: 3 clusters Score -4619520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4619526.000000 Penalty: 5206.816895
	Iteration 82Q: 3 clusters Score -4619526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4619534.500000 Penalty: 5206.816895
	Iteration 83Q: 3 clusters Score -4619534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4619540.500000 Penalty: 5206.816895
	Iteration 84Q: 3 clusters Score -4619540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4619544.000000 Penalty: 5206.816895
	Iteration 85Q: 3 clusters Score -4619544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4619543.000000 Penalty: 5206.816895
	Iteration 86Q: 3 clusters Score -4619543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4619546.000000 Penalty: 5206.816895
	Iteration 87Q: 3 clusters Score -4619546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4619549.500000 Penalty: 5206.816895
	Iteration 88Q: 3 clusters Score -4619550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4619550.500000 Penalty: 5206.816895
	Iteration 89Q: 3 clusters Score -4619550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4619551.500000 Penalty: 5206.816895
	Iteration 90Q: 3 clusters Score -4619552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4619553.000000 Penalty: 5206.816895
	Iteration 91Q: 3 clusters Score -4619553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4619553.500000 Penalty: 5206.816895
	Iteration 92Q: 3 clusters Score -4619554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4619559.500000 Penalty: 5206.816895
	Iteration 93Q: 3 clusters Score -4619560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4619557.000000 Penalty: 5206.816895
	Iteration 94Q: 3 clusters Score -4619557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4619558.500000 Penalty: 5206.816895
	Iteration 95Q: 3 clusters Score -4619558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4619558.500000 Penalty: 5206.816895
	Iteration 96F: 3 clusters Score -4619558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -80558.585938 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -80558.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -78924.937500 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -78924.94 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80065.578125 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -80065.58 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -81163.851562 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -81163.85 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -81893.507812 Penalty: 3343.297607
	Iteration 3F: 3 clusters Score -81893.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -82353.601562 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -82353.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -82622.539062 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -82622.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -82726.445312 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -82726.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82839.781250 Penalty: 3343.297607
	Iteration 7Q: 3 clusters Score -82839.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82867.351562 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -82867.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82867.351562 Penalty: 3343.297607
	Iteration 9F: 3 clusters Score -82867.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 12079 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 176040 members 
Mstep: Class 9 contains 111383 members 
Mstep: Class 10 contains 125622 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187204 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48514 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7716 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 177545 members 
Mstep: Class 20 contains 69440 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
Score: -119274000.000000 Penalty: 71765.531250
Splitting cluster 2 changes total score from -119273624.000000 to -119274000.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 3 (4037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Entering Unmasked Estep 
Score: -505154.187500 Penalty: 2059.207764
	Iteration 0F: 2 clusters Score -505154.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -501190.843750 Penalty: 4118.415527
	Iteration 0F: 3 clusters Score -501190.8 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -501983.562500 Penalty: 4118.415527
	Iteration 1F: 3 clusters Score -501983.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -502155.843750 Penalty: 4118.415527
	Iteration 2F: 3 clusters Score -502155.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -502253.562500 Penalty: 4118.415527
	Iteration 3Q: 3 clusters Score -502253.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -502313.875000 Penalty: 4118.415527
	Iteration 4Q: 3 clusters Score -502313.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -502353.906250 Penalty: 4118.415527
	Iteration 5Q: 3 clusters Score -502353.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -502384.531250 Penalty: 4118.415527
	Iteration 6Q: 3 clusters Score -502384.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -502405.250000 Penalty: 4118.415527
	Iteration 7Q: 3 clusters Score -502405.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -502419.906250 Penalty: 4118.415527
	Iteration 8Q: 3 clusters Score -502419.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -502438.531250 Penalty: 4118.415527
	Iteration 9Q: 3 clusters Score -502438.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -502453.625000 Penalty: 4118.415527
	Iteration 10Q: 3 clusters Score -502453.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -502467.968750 Penalty: 4118.415527
	Iteration 11Q: 3 clusters Score -502468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -502479.843750 Penalty: 4118.415527
	Iteration 12Q: 3 clusters Score -502479.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -502489.375000 Penalty: 4118.415527
	Iteration 13Q: 3 clusters Score -502489.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -502494.343750 Penalty: 4118.415527
	Iteration 14Q: 3 clusters Score -502494.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -502499.750000 Penalty: 4118.415527
	Iteration 15Q: 3 clusters Score -502499.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -502506.593750 Penalty: 4118.415527
	Iteration 16Q: 3 clusters Score -502506.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -502513.875000 Penalty: 4118.415527
	Iteration 17Q: 3 clusters Score -502513.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -502522.093750 Penalty: 4118.415527
	Iteration 18Q: 3 clusters Score -502522.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -502532.250000 Penalty: 4118.415527
	Iteration 19Q: 3 clusters Score -502532.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -502544.156250 Penalty: 4118.415527
	Iteration 20F: 3 clusters Score -502544.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -502550.156250 Penalty: 4118.415527
	Iteration 21Q: 3 clusters Score -502550.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -502557.062500 Penalty: 4118.415527
	Iteration 22Q: 3 clusters Score -502557.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -502564.625000 Penalty: 4118.415527
	Iteration 23Q: 3 clusters Score -502564.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -502571.625000 Penalty: 4118.415527
	Iteration 24Q: 3 clusters Score -502571.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -502573.218750 Penalty: 4118.415527
	Iteration 25Q: 3 clusters Score -502573.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -502577.093750 Penalty: 4118.415527
	Iteration 26Q: 3 clusters Score -502577.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -502584.937500 Penalty: 4118.415527
	Iteration 27Q: 3 clusters Score -502584.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -502596.000000 Penalty: 4118.415527
	Iteration 28Q: 3 clusters Score -502596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -502606.187500 Penalty: 4118.415527
	Iteration 29Q: 3 clusters Score -502606.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -502612.531250 Penalty: 4118.415527
	Iteration 30Q: 3 clusters Score -502612.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -502617.312500 Penalty: 4118.415527
	Iteration 31Q: 3 clusters Score -502617.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -502625.187500 Penalty: 4118.415527
	Iteration 32Q: 3 clusters Score -502625.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -502634.125000 Penalty: 4118.415527
	Iteration 33Q: 3 clusters Score -502634.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -502643.468750 Penalty: 4118.415527
	Iteration 34Q: 3 clusters Score -502643.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -502651.906250 Penalty: 4118.415527
	Iteration 35Q: 3 clusters Score -502651.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -502656.156250 Penalty: 4118.415527
	Iteration 36Q: 3 clusters Score -502656.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -502658.218750 Penalty: 4118.415527
	Iteration 37Q: 3 clusters Score -502658.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -502660.906250 Penalty: 4118.415527
	Iteration 38Q: 3 clusters Score -502660.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -502661.812500 Penalty: 4118.415527
	Iteration 39Q: 3 clusters Score -502661.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -502662.968750 Penalty: 4118.415527
	Iteration 40F: 3 clusters Score -502663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -502664.593750 Penalty: 4118.415527
	Iteration 41Q: 3 clusters Score -502664.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -502666.031250 Penalty: 4118.415527
	Iteration 42Q: 3 clusters Score -502666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -502668.906250 Penalty: 4118.415527
	Iteration 43Q: 3 clusters Score -502668.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -502669.906250 Penalty: 4118.415527
	Iteration 44Q: 3 clusters Score -502669.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -502672.406250 Penalty: 4118.415527
	Iteration 45Q: 3 clusters Score -502672.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -502673.281250 Penalty: 4118.415527
	Iteration 46Q: 3 clusters Score -502673.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -502676.187500 Penalty: 4118.415527
	Iteration 47Q: 3 clusters Score -502676.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -502676.656250 Penalty: 4118.415527
	Iteration 48Q: 3 clusters Score -502676.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -502677.156250 Penalty: 4118.415527
	Iteration 49Q: 3 clusters Score -502677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -502676.468750 Penalty: 4118.415527
	Iteration 50Q: 3 clusters Score -502676.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -502678.281250 Penalty: 4118.415527
	Iteration 51Q: 3 clusters Score -502678.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -502679.000000 Penalty: 4118.415527
	Iteration 52Q: 3 clusters Score -502679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -502679.843750 Penalty: 4118.415527
	Iteration 53Q: 3 clusters Score -502679.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -502679.906250 Penalty: 4118.415527
	Iteration 54Q: 3 clusters Score -502679.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -502681.875000 Penalty: 4118.415527
	Iteration 55Q: 3 clusters Score -502681.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -502682.843750 Penalty: 4118.415527
	Iteration 56Q: 3 clusters Score -502682.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -502682.343750 Penalty: 4118.415527
	Iteration 57Q: 3 clusters Score -502682.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -502682.343750 Penalty: 4118.415527
	Iteration 58F: 3 clusters Score -502682.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Entering Unmasked Estep 
Score: -1446755.250000 Penalty: 2331.007324
	Iteration 0F: 2 clusters Score -1446755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1437758.250000 Penalty: 4662.014648
	Iteration 0F: 3 clusters Score -1437758 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1440426.875000 Penalty: 4662.014648
	Iteration 1F: 3 clusters Score -1440427 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1440782.625000 Penalty: 4662.014648
	Iteration 2F: 3 clusters Score -1440783 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1441093.000000 Penalty: 4662.014648
	Iteration 3F: 3 clusters Score -1441093 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1441387.875000 Penalty: 4662.014648
	Iteration 4Q: 3 clusters Score -1441388 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1441717.625000 Penalty: 4662.014648
	Iteration 5Q: 3 clusters Score -1441718 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1442097.750000 Penalty: 4662.014648
	Iteration 6Q: 3 clusters Score -1442098 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1442575.875000 Penalty: 4662.014648
	Iteration 7F: 3 clusters Score -1442576 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1443136.625000 Penalty: 4662.014648
	Iteration 8F: 3 clusters Score -1443137 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1443642.250000 Penalty: 4662.014648
	Iteration 9F: 3 clusters Score -1443642 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1444032.125000 Penalty: 4662.014648
	Iteration 10Q: 3 clusters Score -1444032 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1444309.875000 Penalty: 4662.014648
	Iteration 11Q: 3 clusters Score -1444310 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1444531.750000 Penalty: 4662.014648
	Iteration 12Q: 3 clusters Score -1444532 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1444696.875000 Penalty: 4662.014648
	Iteration 13Q: 3 clusters Score -1444697 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1444816.250000 Penalty: 4662.014648
	Iteration 14Q: 3 clusters Score -1444816 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1444902.625000 Penalty: 4662.014648
	Iteration 15Q: 3 clusters Score -1444903 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1444968.625000 Penalty: 4662.014648
	Iteration 16Q: 3 clusters Score -1444969 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1445019.250000 Penalty: 4662.014648
	Iteration 17Q: 3 clusters Score -1445019 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1445048.625000 Penalty: 4662.014648
	Iteration 18Q: 3 clusters Score -1445049 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1445074.875000 Penalty: 4662.014648
	Iteration 19Q: 3 clusters Score -1445075 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1445094.375000 Penalty: 4662.014648
	Iteration 20F: 3 clusters Score -1445094 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1445106.125000 Penalty: 4662.014648
	Iteration 21Q: 3 clusters Score -1445106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1445116.500000 Penalty: 4662.014648
	Iteration 22Q: 3 clusters Score -1445116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1445118.250000 Penalty: 4662.014648
	Iteration 23Q: 3 clusters Score -1445118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1445119.125000 Penalty: 4662.014648
	Iteration 24Q: 3 clusters Score -1445119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1445128.750000 Penalty: 4662.014648
	Iteration 25Q: 3 clusters Score -1445129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1445135.250000 Penalty: 4662.014648
	Iteration 26Q: 3 clusters Score -1445135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1445133.500000 Penalty: 4662.014648
	Iteration 27Q: 3 clusters Score -1445134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1445133.375000 Penalty: 4662.014648
	Iteration 28Q: 3 clusters Score -1445133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1445140.375000 Penalty: 4662.014648
	Iteration 29Q: 3 clusters Score -1445140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1445140.000000 Penalty: 4662.014648
	Iteration 30Q: 3 clusters Score -1445140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1445143.125000 Penalty: 4662.014648
	Iteration 31Q: 3 clusters Score -1445143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1445146.250000 Penalty: 4662.014648
	Iteration 32Q: 3 clusters Score -1445146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1445147.750000 Penalty: 4662.014648
	Iteration 33Q: 3 clusters Score -1445148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1445147.250000 Penalty: 4662.014648
	Iteration 34Q: 3 clusters Score -1445147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1445144.625000 Penalty: 4662.014648
	Iteration 35Q: 3 clusters Score -1445145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1445146.875000 Penalty: 4662.014648
	Iteration 36Q: 3 clusters Score -1445147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1445149.125000 Penalty: 4662.014648
	Iteration 37Q: 3 clusters Score -1445149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1445150.875000 Penalty: 4662.014648
	Iteration 38Q: 3 clusters Score -1445151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1445155.375000 Penalty: 4662.014648
	Iteration 39Q: 3 clusters Score -1445155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1445158.375000 Penalty: 4662.014648
	Iteration 40F: 3 clusters Score -1445158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1445159.625000 Penalty: 4662.014648
	Iteration 41Q: 3 clusters Score -1445160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1445160.250000 Penalty: 4662.014648
	Iteration 42Q: 3 clusters Score -1445160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1445160.000000 Penalty: 4662.014648
	Iteration 43Q: 3 clusters Score -1445160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1445160.750000 Penalty: 4662.014648
	Iteration 44Q: 3 clusters Score -1445161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1445159.500000 Penalty: 4662.014648
	Iteration 45Q: 3 clusters Score -1445160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1445159.500000 Penalty: 4662.014648
	Iteration 46F: 3 clusters Score -1445160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -62038.558594 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -62038.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60453.632812 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -60453.63 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60984.140625 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -60984.14 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -61310.523438 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -61310.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61472.664062 Penalty: 3205.662598
	Iteration 3F: 3 clusters Score -61472.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61653.832031 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -61653.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61715.183594 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -61715.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -61755.511719 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -61755.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -61766.222656 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -61766.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61779.675781 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -61779.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61797.894531 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -61797.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -61815.910156 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -61815.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -61847.027344 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -61847.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -61885.429688 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -61885.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -61929.808594 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -61929.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61992.214844 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -61992.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62019.808594 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -62019.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62053.308594 Penalty: 3205.662598
	Iteration 16Q: 3 clusters Score -62053.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62101.152344 Penalty: 3205.662598
	Iteration 17Q: 3 clusters Score -62101.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -62175.339844 Penalty: 3205.662598
	Iteration 18Q: 3 clusters Score -62175.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -62240.417969 Penalty: 3205.662598
	Iteration 19Q: 3 clusters Score -62240.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62304.984375 Penalty: 3205.662598
	Iteration 20F: 3 clusters Score -62304.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -62359.492188 Penalty: 3205.662598
	Iteration 21Q: 3 clusters Score -62359.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -62400.324219 Penalty: 3205.662598
	Iteration 22Q: 3 clusters Score -62400.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -62414.632812 Penalty: 3205.662598
	Iteration 23Q: 3 clusters Score -62414.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -62424.683594 Penalty: 3205.662598
	Iteration 24Q: 3 clusters Score -62424.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -62427.496094 Penalty: 3205.662598
	Iteration 25Q: 3 clusters Score -62427.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -62432.207031 Penalty: 3205.662598
	Iteration 26Q: 3 clusters Score -62432.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -62434.937500 Penalty: 3205.662598
	Iteration 27Q: 3 clusters Score -62434.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -62434.937500 Penalty: 3205.662598
	Iteration 28F: 3 clusters Score -62434.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 12079 members 
Mstep: Class 5 contains 297 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 176040 members 
Mstep: Class 9 contains 111383 members 
Mstep: Class 10 contains 125622 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187204 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48514 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7716 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 177545 members 
Mstep: Class 20 contains 69440 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 344 members 
Entering Unmasked Estep 
Score: -119272592.000000 Penalty: 75182.937500
Splitting cluster 5 changes total score from -119273624.000000 to -119272592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -61719.035156 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -61719.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -60176.105469 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -60176.11 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -61029.164062 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -61029.16 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -61493.445312 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -61493.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -61794.132812 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -61794.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61893.273438 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -61893.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -61950.414062 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -61950.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -62022.738281 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -62022.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -62072.769531 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -62072.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -62091.148438 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -62091.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -62097.781250 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -62097.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -62112.375000 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -62112.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -62146.835938 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -62146.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -62178.062500 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -62178.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -62192.230469 Penalty: 3232.031738
	Iteration 13Q: 3 clusters Score -62192.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -62195.781250 Penalty: 3232.031738
	Iteration 14Q: 3 clusters Score -62195.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -62222.156250 Penalty: 3232.031738
	Iteration 15Q: 3 clusters Score -62222.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -62263.878906 Penalty: 3232.031738
	Iteration 16Q: 3 clusters Score -62263.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -62347.710938 Penalty: 3232.031738
	Iteration 17Q: 3 clusters Score -62347.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -62508.167969 Penalty: 3232.031738
	Iteration 18Q: 3 clusters Score -62508.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -62548.929688 Penalty: 3232.031738
	Iteration 19Q: 3 clusters Score -62548.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -62577.113281 Penalty: 3232.031738
	Iteration 20F: 3 clusters Score -62577.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -62585.871094 Penalty: 3232.031738
	Iteration 21Q: 3 clusters Score -62585.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -62588.644531 Penalty: 3232.031738
	Iteration 22Q: 3 clusters Score -62588.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -62588.644531 Penalty: 3232.031738
	Iteration 23F: 3 clusters Score -62588.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 12079 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 260 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 176040 members 
Mstep: Class 9 contains 111383 members 
Mstep: Class 10 contains 125622 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187204 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48514 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7716 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 177545 members 
Mstep: Class 20 contains 69440 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 416 members 
Entering Unmasked Estep 
Score: -119273064.000000 Penalty: 75182.937500
Splitting cluster 6 changes total score from -119273624.000000 to -119273064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -79086.726562 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -79086.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -77401.882812 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -77401.88 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77702.179688 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -77702.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77784.039062 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -77784.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -77833.507812 Penalty: 3272.184082
	Iteration 3Q: 3 clusters Score -77833.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77865.117188 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -77865.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -77900.601562 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -77900.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -77924.476562 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -77924.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77946.226562 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -77946.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77967.820312 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -77967.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -77979.875000 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -77979.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78004.242188 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -78004.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -78015.187500 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -78015.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -78023.500000 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -78023.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -78028.007812 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -78028.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -78030.351562 Penalty: 3272.184082
	Iteration 14Q: 3 clusters Score -78030.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -78033.921875 Penalty: 3272.184082
	Iteration 15Q: 3 clusters Score -78033.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -78047.429688 Penalty: 3272.184082
	Iteration 16Q: 3 clusters Score -78047.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -78051.742188 Penalty: 3272.184082
	Iteration 17Q: 3 clusters Score -78051.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -78053.492188 Penalty: 3272.184082
	Iteration 18Q: 3 clusters Score -78053.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -78054.812500 Penalty: 3272.184082
	Iteration 19Q: 3 clusters Score -78054.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78062.390625 Penalty: 3272.184082
	Iteration 20F: 3 clusters Score -78062.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78067.710938 Penalty: 3272.184082
	Iteration 21Q: 3 clusters Score -78067.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78074.250000 Penalty: 3272.184082
	Iteration 22Q: 3 clusters Score -78074.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78086.679688 Penalty: 3272.184082
	Iteration 23Q: 3 clusters Score -78086.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78115.132812 Penalty: 3272.184082
	Iteration 24Q: 3 clusters Score -78115.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78131.812500 Penalty: 3272.184082
	Iteration 25Q: 3 clusters Score -78131.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78141.406250 Penalty: 3272.184082
	Iteration 26Q: 3 clusters Score -78141.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78149.609375 Penalty: 3272.184082
	Iteration 27Q: 3 clusters Score -78149.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78153.296875 Penalty: 3272.184082
	Iteration 28Q: 3 clusters Score -78153.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78154.468750 Penalty: 3272.184082
	Iteration 29Q: 3 clusters Score -78154.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78154.468750 Penalty: 3272.184082
	Iteration 30F: 3 clusters Score -78154.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (176040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176040 members 
Entering Unmasked Estep 
Score: -22190240.000000 Penalty: 2995.459717
	Iteration 0F: 2 clusters Score -2.219024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88198 members 
Mstep: Class 2 contains 87842 members 
Entering Unmasked Estep 
Score: -22073376.000000 Penalty: 5990.919434
	Iteration 0F: 3 clusters Score -2.207338e+07 nChanged 84561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92091 members 
Mstep: Class 2 contains 83949 members 
Entering Unmasked Estep 
Score: -22123218.000000 Penalty: 5990.919434
	Iteration 1F: 3 clusters Score -2.212322e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94533 members 
Mstep: Class 2 contains 81507 members 
Entering Unmasked Estep 
Score: -22124880.000000 Penalty: 5990.919434
	Iteration 2Q: 3 clusters Score -2.212488e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98182 members 
Mstep: Class 2 contains 77858 members 
Entering Unmasked Estep 
Score: -22127574.000000 Penalty: 5990.919434
	Iteration 3Q: 3 clusters Score -2.212757e+07 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103648 members 
Mstep: Class 2 contains 72392 members 
Entering Unmasked Estep 
Score: -22131798.000000 Penalty: 5990.919434
	Iteration 4Q: 3 clusters Score -2.21318e+07 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111438 members 
Mstep: Class 2 contains 64602 members 
Entering Unmasked Estep 
Score: -22138572.000000 Penalty: 5990.919434
	Iteration 5F: 3 clusters Score -2.213857e+07 nChanged 12973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121601 members 
Mstep: Class 2 contains 54439 members 
Entering Unmasked Estep 
Score: -22148102.000000 Penalty: 5990.919434
	Iteration 6F: 3 clusters Score -2.21481e+07 nChanged 13459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132828 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -22159714.000000 Penalty: 5990.919434
	Iteration 7F: 3 clusters Score -2.215971e+07 nChanged 11409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142421 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -22170234.000000 Penalty: 5990.919434
	Iteration 8F: 3 clusters Score -2.217023e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148772 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -22177106.000000 Penalty: 5990.919434
	Iteration 9Q: 3 clusters Score -2.217711e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152743 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -22180730.000000 Penalty: 5990.919434
	Iteration 10Q: 3 clusters Score -2.218073e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155701 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -22182634.000000 Penalty: 5990.919434
	Iteration 11Q: 3 clusters Score -2.218263e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158109 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -22183756.000000 Penalty: 5990.919434
	Iteration 12Q: 3 clusters Score -2.218376e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160185 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -22184698.000000 Penalty: 5990.919434
	Iteration 13Q: 3 clusters Score -2.21847e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162102 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -22185350.000000 Penalty: 5990.919434
	Iteration 14Q: 3 clusters Score -2.218535e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163781 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -22186064.000000 Penalty: 5990.919434
	Iteration 15Q: 3 clusters Score -2.218606e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165265 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -22186532.000000 Penalty: 5990.919434
	Iteration 16Q: 3 clusters Score -2.218653e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166535 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -22186938.000000 Penalty: 5990.919434
	Iteration 17Q: 3 clusters Score -2.218694e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167649 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -22187278.000000 Penalty: 5990.919434
	Iteration 18Q: 3 clusters Score -2.218728e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168630 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -22187600.000000 Penalty: 5990.919434
	Iteration 19Q: 3 clusters Score -2.21876e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169508 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -22187844.000000 Penalty: 5990.919434
	Iteration 20F: 3 clusters Score -2.218784e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170264 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -22187996.000000 Penalty: 5990.919434
	Iteration 21Q: 3 clusters Score -2.2188e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170940 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -22188228.000000 Penalty: 5990.919434
	Iteration 22Q: 3 clusters Score -2.218823e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171477 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -22188308.000000 Penalty: 5990.919434
	Iteration 23Q: 3 clusters Score -2.218831e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171929 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -22188406.000000 Penalty: 5990.919434
	Iteration 24Q: 3 clusters Score -2.218841e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172327 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -22188508.000000 Penalty: 5990.919434
	Iteration 25Q: 3 clusters Score -2.218851e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172677 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -22188562.000000 Penalty: 5990.919434
	Iteration 26Q: 3 clusters Score -2.218856e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172978 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -22188560.000000 Penalty: 5990.919434
	Iteration 27Q: 3 clusters Score -2.218856e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173232 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -22188606.000000 Penalty: 5990.919434
	Iteration 28Q: 3 clusters Score -2.218861e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173415 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -22188620.000000 Penalty: 5990.919434
	Iteration 29Q: 3 clusters Score -2.218862e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173577 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -22188706.000000 Penalty: 5990.919434
	Iteration 30Q: 3 clusters Score -2.218871e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173703 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -22188732.000000 Penalty: 5990.919434
	Iteration 31Q: 3 clusters Score -2.218873e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173795 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -22188750.000000 Penalty: 5990.919434
	Iteration 32Q: 3 clusters Score -2.218875e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173871 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -22188734.000000 Penalty: 5990.919434
	Iteration 33Q: 3 clusters Score -2.218873e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173935 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -22188726.000000 Penalty: 5990.919434
	Iteration 34Q: 3 clusters Score -2.218873e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173985 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -22188690.000000 Penalty: 5990.919434
	Iteration 35Q: 3 clusters Score -2.218869e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174021 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -22188702.000000 Penalty: 5990.919434
	Iteration 36Q: 3 clusters Score -2.21887e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174060 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -22188730.000000 Penalty: 5990.919434
	Iteration 37Q: 3 clusters Score -2.218873e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174093 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -22188700.000000 Penalty: 5990.919434
	Iteration 38Q: 3 clusters Score -2.21887e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174125 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -22188700.000000 Penalty: 5990.919434
	Iteration 39Q: 3 clusters Score -2.21887e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174157 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -22188724.000000 Penalty: 5990.919434
	Iteration 40F: 3 clusters Score -2.218872e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174181 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -22188744.000000 Penalty: 5990.919434
	Iteration 41Q: 3 clusters Score -2.218874e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174202 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -22188744.000000 Penalty: 5990.919434
	Iteration 42Q: 3 clusters Score -2.218874e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174223 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -22188774.000000 Penalty: 5990.919434
	Iteration 43Q: 3 clusters Score -2.218877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174243 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -22188754.000000 Penalty: 5990.919434
	Iteration 44Q: 3 clusters Score -2.218875e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174261 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -22188750.000000 Penalty: 5990.919434
	Iteration 45Q: 3 clusters Score -2.218875e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174281 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -22188734.000000 Penalty: 5990.919434
	Iteration 46Q: 3 clusters Score -2.218873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174293 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -22188736.000000 Penalty: 5990.919434
	Iteration 47Q: 3 clusters Score -2.218874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174306 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -22188730.000000 Penalty: 5990.919434
	Iteration 48Q: 3 clusters Score -2.218873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174315 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -22188708.000000 Penalty: 5990.919434
	Iteration 49Q: 3 clusters Score -2.218871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174326 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -22188724.000000 Penalty: 5990.919434
	Iteration 50Q: 3 clusters Score -2.218872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174337 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -22188730.000000 Penalty: 5990.919434
	Iteration 51Q: 3 clusters Score -2.218873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174351 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -22188728.000000 Penalty: 5990.919434
	Iteration 52Q: 3 clusters Score -2.218873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174362 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -22188716.000000 Penalty: 5990.919434
	Iteration 53Q: 3 clusters Score -2.218872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174368 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -22188718.000000 Penalty: 5990.919434
	Iteration 54Q: 3 clusters Score -2.218872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174377 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -22188712.000000 Penalty: 5990.919434
	Iteration 55Q: 3 clusters Score -2.218871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174385 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -22188704.000000 Penalty: 5990.919434
	Iteration 56Q: 3 clusters Score -2.21887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174395 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -22188722.000000 Penalty: 5990.919434
	Iteration 57Q: 3 clusters Score -2.218872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174402 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -22188704.000000 Penalty: 5990.919434
	Iteration 58Q: 3 clusters Score -2.21887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174407 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -22188700.000000 Penalty: 5990.919434
	Iteration 59Q: 3 clusters Score -2.21887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174412 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -22188704.000000 Penalty: 5990.919434
	Iteration 60F: 3 clusters Score -2.21887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174420 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -22188716.000000 Penalty: 5990.919434
	Iteration 61Q: 3 clusters Score -2.218872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174426 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -22188730.000000 Penalty: 5990.919434
	Iteration 62Q: 3 clusters Score -2.218873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174431 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -22188730.000000 Penalty: 5990.919434
	Iteration 63Q: 3 clusters Score -2.218873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174437 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -22188720.000000 Penalty: 5990.919434
	Iteration 64Q: 3 clusters Score -2.218872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174447 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -22188752.000000 Penalty: 5990.919434
	Iteration 65Q: 3 clusters Score -2.218875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174460 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -22188740.000000 Penalty: 5990.919434
	Iteration 66Q: 3 clusters Score -2.218874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174468 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -22188730.000000 Penalty: 5990.919434
	Iteration 67Q: 3 clusters Score -2.218873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174470 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -22188726.000000 Penalty: 5990.919434
	Iteration 68Q: 3 clusters Score -2.218873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174471 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -22188732.000000 Penalty: 5990.919434
	Iteration 69Q: 3 clusters Score -2.218873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174471 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -22188732.000000 Penalty: 5990.919434
	Iteration 70F: 3 clusters Score -2.218873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (111383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111383 members 
Entering Unmasked Estep 
Score: -14083307.000000 Penalty: 2881.941162
	Iteration 0F: 2 clusters Score -1.408331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -14008855.000000 Penalty: 5763.882324
	Iteration 0F: 3 clusters Score -1.400886e+07 nChanged 52949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 55209 members 
Entering Unmasked Estep 
Score: -14038851.000000 Penalty: 5763.882324
	Iteration 1F: 3 clusters Score -1.403885e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -14039370.000000 Penalty: 5763.882324
	Iteration 2Q: 3 clusters Score -1.403937e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -14040064.000000 Penalty: 5763.882324
	Iteration 3Q: 3 clusters Score -1.404006e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -14040832.000000 Penalty: 5763.882324
	Iteration 4Q: 3 clusters Score -1.404083e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -14041519.000000 Penalty: 5763.882324
	Iteration 5Q: 3 clusters Score -1.404152e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -14042388.000000 Penalty: 5763.882324
	Iteration 6Q: 3 clusters Score -1.404239e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 52481 members 
Entering Unmasked Estep 
Score: -14043400.000000 Penalty: 5763.882324
	Iteration 7Q: 3 clusters Score -1.40434e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -14044981.000000 Penalty: 5763.882324
	Iteration 8Q: 3 clusters Score -1.404498e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62806 members 
Mstep: Class 2 contains 48577 members 
Entering Unmasked Estep 
Score: -14047066.000000 Penalty: 5763.882324
	Iteration 9Q: 3 clusters Score -1.404707e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65760 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -14050357.000000 Penalty: 5763.882324
	Iteration 10F: 3 clusters Score -1.405036e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69097 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -14054624.000000 Penalty: 5763.882324
	Iteration 11F: 3 clusters Score -1.405462e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72061 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -14059335.000000 Penalty: 5763.882324
	Iteration 12F: 3 clusters Score -1.405934e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74239 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -14063005.000000 Penalty: 5763.882324
	Iteration 13F: 3 clusters Score -1.4063e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75804 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -14065321.000000 Penalty: 5763.882324
	Iteration 14Q: 3 clusters Score -1.406532e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77156 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -14066410.000000 Penalty: 5763.882324
	Iteration 15Q: 3 clusters Score -1.406641e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78522 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -14067135.000000 Penalty: 5763.882324
	Iteration 16Q: 3 clusters Score -1.406714e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79807 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -14067841.000000 Penalty: 5763.882324
	Iteration 17Q: 3 clusters Score -1.406784e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81107 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -14068522.000000 Penalty: 5763.882324
	Iteration 18Q: 3 clusters Score -1.406852e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82374 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -14069160.000000 Penalty: 5763.882324
	Iteration 19Q: 3 clusters Score -1.406916e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83617 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -14070017.000000 Penalty: 5763.882324
	Iteration 20F: 3 clusters Score -1.407002e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84776 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -14071043.000000 Penalty: 5763.882324
	Iteration 21Q: 3 clusters Score -1.407104e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85813 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -14071981.000000 Penalty: 5763.882324
	Iteration 22Q: 3 clusters Score -1.407198e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86669 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -14072767.000000 Penalty: 5763.882324
	Iteration 23Q: 3 clusters Score -1.407277e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87274 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -14073368.000000 Penalty: 5763.882324
	Iteration 24Q: 3 clusters Score -1.407337e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87719 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -14073895.000000 Penalty: 5763.882324
	Iteration 25Q: 3 clusters Score -1.40739e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88039 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -14074250.000000 Penalty: 5763.882324
	Iteration 26Q: 3 clusters Score -1.407425e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88313 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -14074454.000000 Penalty: 5763.882324
	Iteration 27Q: 3 clusters Score -1.407445e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88535 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -14074638.000000 Penalty: 5763.882324
	Iteration 28Q: 3 clusters Score -1.407464e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88707 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -14074766.000000 Penalty: 5763.882324
	Iteration 29Q: 3 clusters Score -1.407477e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88810 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -14074871.000000 Penalty: 5763.882324
	Iteration 30Q: 3 clusters Score -1.407487e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88872 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -14074878.000000 Penalty: 5763.882324
	Iteration 31Q: 3 clusters Score -1.407488e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88929 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -14074958.000000 Penalty: 5763.882324
	Iteration 32Q: 3 clusters Score -1.407496e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88968 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -14075006.000000 Penalty: 5763.882324
	Iteration 33Q: 3 clusters Score -1.407501e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88985 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -14075036.000000 Penalty: 5763.882324
	Iteration 34Q: 3 clusters Score -1.407504e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89023 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -14075018.000000 Penalty: 5763.882324
	Iteration 35Q: 3 clusters Score -1.407502e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89045 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -14075023.000000 Penalty: 5763.882324
	Iteration 36Q: 3 clusters Score -1.407502e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89074 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -14075071.000000 Penalty: 5763.882324
	Iteration 37Q: 3 clusters Score -1.407507e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89112 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -14075053.000000 Penalty: 5763.882324
	Iteration 38Q: 3 clusters Score -1.407505e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89182 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -14075060.000000 Penalty: 5763.882324
	Iteration 39Q: 3 clusters Score -1.407506e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89255 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -14075100.000000 Penalty: 5763.882324
	Iteration 40F: 3 clusters Score -1.40751e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89309 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -14075052.000000 Penalty: 5763.882324
	Iteration 41Q: 3 clusters Score -1.407505e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89360 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -14075025.000000 Penalty: 5763.882324
	Iteration 42Q: 3 clusters Score -1.407502e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89393 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -14075055.000000 Penalty: 5763.882324
	Iteration 43Q: 3 clusters Score -1.407506e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89432 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -14075087.000000 Penalty: 5763.882324
	Iteration 44Q: 3 clusters Score -1.407509e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89449 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -14075085.000000 Penalty: 5763.882324
	Iteration 45Q: 3 clusters Score -1.407508e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89488 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -14075102.000000 Penalty: 5763.882324
	Iteration 46Q: 3 clusters Score -1.40751e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89537 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -14075124.000000 Penalty: 5763.882324
	Iteration 47Q: 3 clusters Score -1.407512e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89603 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -14075121.000000 Penalty: 5763.882324
	Iteration 48Q: 3 clusters Score -1.407512e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89689 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -14075113.000000 Penalty: 5763.882324
	Iteration 49Q: 3 clusters Score -1.407511e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89762 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -14075078.000000 Penalty: 5763.882324
	Iteration 50Q: 3 clusters Score -1.407508e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89828 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -14075074.000000 Penalty: 5763.882324
	Iteration 51Q: 3 clusters Score -1.407507e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89896 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -14075108.000000 Penalty: 5763.882324
	Iteration 52Q: 3 clusters Score -1.407511e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -14075072.000000 Penalty: 5763.882324
	Iteration 53Q: 3 clusters Score -1.407507e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -14075115.000000 Penalty: 5763.882324
	Iteration 54Q: 3 clusters Score -1.407512e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90148 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -14075144.000000 Penalty: 5763.882324
	Iteration 55Q: 3 clusters Score -1.407514e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90236 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -14075171.000000 Penalty: 5763.882324
	Iteration 56Q: 3 clusters Score -1.407517e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90327 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -14075138.000000 Penalty: 5763.882324
	Iteration 57Q: 3 clusters Score -1.407514e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90403 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -14075142.000000 Penalty: 5763.882324
	Iteration 58Q: 3 clusters Score -1.407514e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90475 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -14075142.000000 Penalty: 5763.882324
	Iteration 59Q: 3 clusters Score -1.407514e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90546 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -14075163.000000 Penalty: 5763.882324
	Iteration 60F: 3 clusters Score -1.407516e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90617 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -14075162.000000 Penalty: 5763.882324
	Iteration 61Q: 3 clusters Score -1.407516e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90684 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -14075149.000000 Penalty: 5763.882324
	Iteration 62Q: 3 clusters Score -1.407515e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90757 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -14075168.000000 Penalty: 5763.882324
	Iteration 63Q: 3 clusters Score -1.407517e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90857 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -14075181.000000 Penalty: 5763.882324
	Iteration 64Q: 3 clusters Score -1.407518e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90953 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -14075182.000000 Penalty: 5763.882324
	Iteration 65Q: 3 clusters Score -1.407518e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91080 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -14075185.000000 Penalty: 5763.882324
	Iteration 66Q: 3 clusters Score -1.407518e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -14075188.000000 Penalty: 5763.882324
	Iteration 67Q: 3 clusters Score -1.407519e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91371 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -14075232.000000 Penalty: 5763.882324
	Iteration 68Q: 3 clusters Score -1.407523e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91529 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -14075241.000000 Penalty: 5763.882324
	Iteration 69Q: 3 clusters Score -1.407524e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91705 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -14075272.000000 Penalty: 5763.882324
	Iteration 70Q: 3 clusters Score -1.407527e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91931 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -14075304.000000 Penalty: 5763.882324
	Iteration 71Q: 3 clusters Score -1.40753e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92178 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -14075380.000000 Penalty: 5763.882324
	Iteration 72Q: 3 clusters Score -1.407538e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92456 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -14075406.000000 Penalty: 5763.882324
	Iteration 73Q: 3 clusters Score -1.407541e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92754 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -14075459.000000 Penalty: 5763.882324
	Iteration 74Q: 3 clusters Score -1.407546e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93112 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -14075551.000000 Penalty: 5763.882324
	Iteration 75Q: 3 clusters Score -1.407555e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93489 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -14075623.000000 Penalty: 5763.882324
	Iteration 76Q: 3 clusters Score -1.407562e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93902 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -14075714.000000 Penalty: 5763.882324
	Iteration 77Q: 3 clusters Score -1.407571e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94346 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -14075757.000000 Penalty: 5763.882324
	Iteration 78Q: 3 clusters Score -1.407576e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94818 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -14075891.000000 Penalty: 5763.882324
	Iteration 79Q: 3 clusters Score -1.407589e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95318 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -14075986.000000 Penalty: 5763.882324
	Iteration 80F: 3 clusters Score -1.407599e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95902 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -14076167.000000 Penalty: 5763.882324
	Iteration 81Q: 3 clusters Score -1.407617e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96503 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -14076341.000000 Penalty: 5763.882324
	Iteration 82Q: 3 clusters Score -1.407634e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97141 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -14076461.000000 Penalty: 5763.882324
	Iteration 83Q: 3 clusters Score -1.407646e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97794 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -14076652.000000 Penalty: 5763.882324
	Iteration 84Q: 3 clusters Score -1.407665e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98482 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -14076870.000000 Penalty: 5763.882324
	Iteration 85Q: 3 clusters Score -1.407687e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99232 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -14077027.000000 Penalty: 5763.882324
	Iteration 86Q: 3 clusters Score -1.407703e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100018 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -14077275.000000 Penalty: 5763.882324
	Iteration 87Q: 3 clusters Score -1.407728e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100842 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -14077575.000000 Penalty: 5763.882324
	Iteration 88Q: 3 clusters Score -1.407758e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101638 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -14077880.000000 Penalty: 5763.882324
	Iteration 89Q: 3 clusters Score -1.407788e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102412 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -14078104.000000 Penalty: 5763.882324
	Iteration 90Q: 3 clusters Score -1.40781e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103113 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -14078405.000000 Penalty: 5763.882324
	Iteration 91Q: 3 clusters Score -1.40784e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103785 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -14078632.000000 Penalty: 5763.882324
	Iteration 92Q: 3 clusters Score -1.407863e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104438 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -14078838.000000 Penalty: 5763.882324
	Iteration 93Q: 3 clusters Score -1.407884e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105002 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -14079064.000000 Penalty: 5763.882324
	Iteration 94Q: 3 clusters Score -1.407906e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105493 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -14079245.000000 Penalty: 5763.882324
	Iteration 95Q: 3 clusters Score -1.407924e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105970 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -14079469.000000 Penalty: 5763.882324
	Iteration 96Q: 3 clusters Score -1.407947e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106417 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -14079582.000000 Penalty: 5763.882324
	Iteration 97Q: 3 clusters Score -1.407958e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106830 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -14079682.000000 Penalty: 5763.882324
	Iteration 98Q: 3 clusters Score -1.407968e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107221 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -14079871.000000 Penalty: 5763.882324
	Iteration 99Q: 3 clusters Score -1.407987e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107580 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -14079990.000000 Penalty: 5763.882324
	Iteration 100F: 3 clusters Score -1.407999e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107899 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -14080065.000000 Penalty: 5763.882324
	Iteration 101Q: 3 clusters Score -1.408006e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108144 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -14080175.000000 Penalty: 5763.882324
	Iteration 102Q: 3 clusters Score -1.408018e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108390 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -14080286.000000 Penalty: 5763.882324
	Iteration 103Q: 3 clusters Score -1.408029e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108588 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -14080379.000000 Penalty: 5763.882324
	Iteration 104Q: 3 clusters Score -1.408038e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108768 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -14080436.000000 Penalty: 5763.882324
	Iteration 105Q: 3 clusters Score -1.408044e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108935 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -14080514.000000 Penalty: 5763.882324
	Iteration 106Q: 3 clusters Score -1.408051e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109088 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -14080541.000000 Penalty: 5763.882324
	Iteration 107Q: 3 clusters Score -1.408054e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109200 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -14080568.000000 Penalty: 5763.882324
	Iteration 108Q: 3 clusters Score -1.408057e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109300 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -14080581.000000 Penalty: 5763.882324
	Iteration 109Q: 3 clusters Score -1.408058e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109390 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -14080609.000000 Penalty: 5763.882324
	Iteration 110Q: 3 clusters Score -1.408061e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109469 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -14080626.000000 Penalty: 5763.882324
	Iteration 111Q: 3 clusters Score -1.408063e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109533 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -14080674.000000 Penalty: 5763.882324
	Iteration 112Q: 3 clusters Score -1.408067e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109586 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -14080680.000000 Penalty: 5763.882324
	Iteration 113Q: 3 clusters Score -1.408068e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109641 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -14080694.000000 Penalty: 5763.882324
	Iteration 114Q: 3 clusters Score -1.408069e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109691 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -14080701.000000 Penalty: 5763.882324
	Iteration 115Q: 3 clusters Score -1.40807e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109724 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -14080719.000000 Penalty: 5763.882324
	Iteration 116Q: 3 clusters Score -1.408072e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109759 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -14080741.000000 Penalty: 5763.882324
	Iteration 117Q: 3 clusters Score -1.408074e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109803 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -14080768.000000 Penalty: 5763.882324
	Iteration 118Q: 3 clusters Score -1.408077e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109831 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -14080767.000000 Penalty: 5763.882324
	Iteration 119Q: 3 clusters Score -1.408077e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109856 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -14080763.000000 Penalty: 5763.882324
	Iteration 120F: 3 clusters Score -1.408076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109870 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -14080771.000000 Penalty: 5763.882324
	Iteration 121Q: 3 clusters Score -1.408077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109882 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -14080773.000000 Penalty: 5763.882324
	Iteration 122Q: 3 clusters Score -1.408077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109894 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -14080787.000000 Penalty: 5763.882324
	Iteration 123Q: 3 clusters Score -1.408079e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109910 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -14080786.000000 Penalty: 5763.882324
	Iteration 124Q: 3 clusters Score -1.408079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109923 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -14080795.000000 Penalty: 5763.882324
	Iteration 125Q: 3 clusters Score -1.40808e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109939 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -14080796.000000 Penalty: 5763.882324
	Iteration 126Q: 3 clusters Score -1.40808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109950 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -14080812.000000 Penalty: 5763.882324
	Iteration 127Q: 3 clusters Score -1.408081e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109970 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -14080830.000000 Penalty: 5763.882324
	Iteration 128Q: 3 clusters Score -1.408083e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109985 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -14080838.000000 Penalty: 5763.882324
	Iteration 129Q: 3 clusters Score -1.408084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109996 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -14080835.000000 Penalty: 5763.882324
	Iteration 130Q: 3 clusters Score -1.408084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110003 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -14080860.000000 Penalty: 5763.882324
	Iteration 131Q: 3 clusters Score -1.408086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110010 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -14080860.000000 Penalty: 5763.882324
	Iteration 132Q: 3 clusters Score -1.408086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110015 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -14080856.000000 Penalty: 5763.882324
	Iteration 133Q: 3 clusters Score -1.408086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110020 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -14080859.000000 Penalty: 5763.882324
	Iteration 134Q: 3 clusters Score -1.408086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110025 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -14080866.000000 Penalty: 5763.882324
	Iteration 135Q: 3 clusters Score -1.408087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110031 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -14080871.000000 Penalty: 5763.882324
	Iteration 136Q: 3 clusters Score -1.408087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110036 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -14080867.000000 Penalty: 5763.882324
	Iteration 137Q: 3 clusters Score -1.408087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110036 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -14080873.000000 Penalty: 5763.882324
	Iteration 138Q: 3 clusters Score -1.408087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110036 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -14080870.000000 Penalty: 5763.882324
	Iteration 139Q: 3 clusters Score -1.408087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110037 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -14080861.000000 Penalty: 5763.882324
	Iteration 140F: 3 clusters Score -1.408086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110041 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -14080867.000000 Penalty: 5763.882324
	Iteration 141Q: 3 clusters Score -1.408087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110048 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -14080857.000000 Penalty: 5763.882324
	Iteration 142Q: 3 clusters Score -1.408086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110054 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -14080860.000000 Penalty: 5763.882324
	Iteration 143Q: 3 clusters Score -1.408086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110056 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -14080872.000000 Penalty: 5763.882324
	Iteration 144Q: 3 clusters Score -1.408087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110060 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -14080870.000000 Penalty: 5763.882324
	Iteration 145Q: 3 clusters Score -1.408087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110064 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -14080874.000000 Penalty: 5763.882324
	Iteration 146Q: 3 clusters Score -1.408087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110068 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -14080875.000000 Penalty: 5763.882324
	Iteration 147Q: 3 clusters Score -1.408088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110077 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -14080889.000000 Penalty: 5763.882324
	Iteration 148Q: 3 clusters Score -1.408089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110082 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -14080880.000000 Penalty: 5763.882324
	Iteration 149Q: 3 clusters Score -1.408088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110087 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -14080875.000000 Penalty: 5763.882324
	Iteration 150Q: 3 clusters Score -1.408088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110091 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -14080892.000000 Penalty: 5763.882324
	Iteration 151Q: 3 clusters Score -1.408089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110092 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -14080886.000000 Penalty: 5763.882324
	Iteration 152Q: 3 clusters Score -1.408089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110094 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -14080884.000000 Penalty: 5763.882324
	Iteration 153Q: 3 clusters Score -1.408088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110099 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -14080901.000000 Penalty: 5763.882324
	Iteration 154Q: 3 clusters Score -1.40809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110102 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -14080899.000000 Penalty: 5763.882324
	Iteration 155Q: 3 clusters Score -1.40809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110104 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -14080906.000000 Penalty: 5763.882324
	Iteration 156Q: 3 clusters Score -1.408091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110106 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -14080902.000000 Penalty: 5763.882324
	Iteration 157Q: 3 clusters Score -1.40809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110111 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -14080910.000000 Penalty: 5763.882324
	Iteration 158Q: 3 clusters Score -1.408091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110122 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -14080903.000000 Penalty: 5763.882324
	Iteration 159Q: 3 clusters Score -1.40809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110128 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -14080905.000000 Penalty: 5763.882324
	Iteration 160F: 3 clusters Score -1.40809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110132 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -14080894.000000 Penalty: 5763.882324
	Iteration 161Q: 3 clusters Score -1.408089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110136 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -14080902.000000 Penalty: 5763.882324
	Iteration 162Q: 3 clusters Score -1.40809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110140 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -14080914.000000 Penalty: 5763.882324
	Iteration 163Q: 3 clusters Score -1.408091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110144 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -14080920.000000 Penalty: 5763.882324
	Iteration 164Q: 3 clusters Score -1.408092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110149 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -14080911.000000 Penalty: 5763.882324
	Iteration 165Q: 3 clusters Score -1.408091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110151 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -14080909.000000 Penalty: 5763.882324
	Iteration 166Q: 3 clusters Score -1.408091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110150 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -14080907.000000 Penalty: 5763.882324
	Iteration 167Q: 3 clusters Score -1.408091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110149 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -14080912.000000 Penalty: 5763.882324
	Iteration 168Q: 3 clusters Score -1.408091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110152 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -14080912.000000 Penalty: 5763.882324
	Iteration 169Q: 3 clusters Score -1.408091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110158 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -14080916.000000 Penalty: 5763.882324
	Iteration 170Q: 3 clusters Score -1.408092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110162 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -14080919.000000 Penalty: 5763.882324
	Iteration 171Q: 3 clusters Score -1.408092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110163 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -14080922.000000 Penalty: 5763.882324
	Iteration 172Q: 3 clusters Score -1.408092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110164 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -14080918.000000 Penalty: 5763.882324
	Iteration 173Q: 3 clusters Score -1.408092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110164 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -14080918.000000 Penalty: 5763.882324
	Iteration 174F: 3 clusters Score -1.408092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (125622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125622 members 
Entering Unmasked Estep 
Score: -15908545.000000 Penalty: 2911.776123
	Iteration 0F: 2 clusters Score -1.590854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62803 members 
Mstep: Class 2 contains 62819 members 
Entering Unmasked Estep 
Score: -15824288.000000 Penalty: 5823.552246
	Iteration 0F: 3 clusters Score -1.582429e+07 nChanged 59913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 63596 members 
Entering Unmasked Estep 
Score: -15858628.000000 Penalty: 5823.552246
	Iteration 1F: 3 clusters Score -1.585863e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61612 members 
Mstep: Class 2 contains 64010 members 
Entering Unmasked Estep 
Score: -15859402.000000 Penalty: 5823.552246
	Iteration 2Q: 3 clusters Score -1.58594e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60933 members 
Mstep: Class 2 contains 64689 members 
Entering Unmasked Estep 
Score: -15860456.000000 Penalty: 5823.552246
	Iteration 3Q: 3 clusters Score -1.586046e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59795 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -15861728.000000 Penalty: 5823.552246
	Iteration 4Q: 3 clusters Score -1.586173e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 67449 members 
Entering Unmasked Estep 
Score: -15863470.000000 Penalty: 5823.552246
	Iteration 5Q: 3 clusters Score -1.586347e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56033 members 
Mstep: Class 2 contains 69589 members 
Entering Unmasked Estep 
Score: -15866064.000000 Penalty: 5823.552246
	Iteration 6Q: 3 clusters Score -1.586606e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 72503 members 
Entering Unmasked Estep 
Score: -15869813.000000 Penalty: 5823.552246
	Iteration 7F: 3 clusters Score -1.586981e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 76096 members 
Entering Unmasked Estep 
Score: -15874881.000000 Penalty: 5823.552246
	Iteration 8F: 3 clusters Score -1.587488e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 79575 members 
Entering Unmasked Estep 
Score: -15880948.000000 Penalty: 5823.552246
	Iteration 9F: 3 clusters Score -1.588095e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 82094 members 
Entering Unmasked Estep 
Score: -15887058.000000 Penalty: 5823.552246
	Iteration 10F: 3 clusters Score -1.588706e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 83470 members 
Entering Unmasked Estep 
Score: -15890468.000000 Penalty: 5823.552246
	Iteration 11F: 3 clusters Score -1.589047e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 84354 members 
Entering Unmasked Estep 
Score: -15892408.000000 Penalty: 5823.552246
	Iteration 12Q: 3 clusters Score -1.589241e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 85100 members 
Entering Unmasked Estep 
Score: -15893595.000000 Penalty: 5823.552246
	Iteration 13Q: 3 clusters Score -1.58936e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 85815 members 
Entering Unmasked Estep 
Score: -15894662.000000 Penalty: 5823.552246
	Iteration 14Q: 3 clusters Score -1.589466e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 86457 members 
Entering Unmasked Estep 
Score: -15896030.000000 Penalty: 5823.552246
	Iteration 15Q: 3 clusters Score -1.589603e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 87025 members 
Entering Unmasked Estep 
Score: -15897698.000000 Penalty: 5823.552246
	Iteration 16Q: 3 clusters Score -1.58977e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 87483 members 
Entering Unmasked Estep 
Score: -15899322.000000 Penalty: 5823.552246
	Iteration 17Q: 3 clusters Score -1.589932e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 87812 members 
Entering Unmasked Estep 
Score: -15900719.000000 Penalty: 5823.552246
	Iteration 18Q: 3 clusters Score -1.590072e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 88016 members 
Entering Unmasked Estep 
Score: -15901555.000000 Penalty: 5823.552246
	Iteration 19Q: 3 clusters Score -1.590156e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 88151 members 
Entering Unmasked Estep 
Score: -15902059.000000 Penalty: 5823.552246
	Iteration 20F: 3 clusters Score -1.590206e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 88223 members 
Entering Unmasked Estep 
Score: -15902275.000000 Penalty: 5823.552246
	Iteration 21Q: 3 clusters Score -1.590228e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 88182 members 
Entering Unmasked Estep 
Score: -15902417.000000 Penalty: 5823.552246
	Iteration 22Q: 3 clusters Score -1.590242e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 88096 members 
Entering Unmasked Estep 
Score: -15902495.000000 Penalty: 5823.552246
	Iteration 23Q: 3 clusters Score -1.59025e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 88004 members 
Entering Unmasked Estep 
Score: -15902596.000000 Penalty: 5823.552246
	Iteration 24Q: 3 clusters Score -1.59026e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 87939 members 
Entering Unmasked Estep 
Score: -15902648.000000 Penalty: 5823.552246
	Iteration 25Q: 3 clusters Score -1.590265e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 87885 members 
Entering Unmasked Estep 
Score: -15902691.000000 Penalty: 5823.552246
	Iteration 26Q: 3 clusters Score -1.590269e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 87846 members 
Entering Unmasked Estep 
Score: -15902679.000000 Penalty: 5823.552246
	Iteration 27Q: 3 clusters Score -1.590268e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 87804 members 
Entering Unmasked Estep 
Score: -15902703.000000 Penalty: 5823.552246
	Iteration 28Q: 3 clusters Score -1.59027e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 87771 members 
Entering Unmasked Estep 
Score: -15902687.000000 Penalty: 5823.552246
	Iteration 29Q: 3 clusters Score -1.590269e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 87736 members 
Entering Unmasked Estep 
Score: -15902691.000000 Penalty: 5823.552246
	Iteration 30Q: 3 clusters Score -1.590269e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 87699 members 
Entering Unmasked Estep 
Score: -15902686.000000 Penalty: 5823.552246
	Iteration 31Q: 3 clusters Score -1.590269e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 87670 members 
Entering Unmasked Estep 
Score: -15902691.000000 Penalty: 5823.552246
	Iteration 32Q: 3 clusters Score -1.590269e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 87648 members 
Entering Unmasked Estep 
Score: -15902694.000000 Penalty: 5823.552246
	Iteration 33Q: 3 clusters Score -1.590269e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 87629 members 
Entering Unmasked Estep 
Score: -15902672.000000 Penalty: 5823.552246
	Iteration 34Q: 3 clusters Score -1.590267e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 87621 members 
Entering Unmasked Estep 
Score: -15902674.000000 Penalty: 5823.552246
	Iteration 35Q: 3 clusters Score -1.590267e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 87615 members 
Entering Unmasked Estep 
Score: -15902681.000000 Penalty: 5823.552246
	Iteration 36Q: 3 clusters Score -1.590268e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 87604 members 
Entering Unmasked Estep 
Score: -15902688.000000 Penalty: 5823.552246
	Iteration 37Q: 3 clusters Score -1.590269e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 87589 members 
Entering Unmasked Estep 
Score: -15902696.000000 Penalty: 5823.552246
	Iteration 38Q: 3 clusters Score -1.59027e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 87580 members 
Entering Unmasked Estep 
Score: -15902685.000000 Penalty: 5823.552246
	Iteration 39Q: 3 clusters Score -1.590268e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -15902675.000000 Penalty: 5823.552246
	Iteration 40F: 3 clusters Score -1.590268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 87578 members 
Entering Unmasked Estep 
Score: -15902666.000000 Penalty: 5823.552246
	Iteration 41Q: 3 clusters Score -1.590267e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 87579 members 
Entering Unmasked Estep 
Score: -15902669.000000 Penalty: 5823.552246
	Iteration 42Q: 3 clusters Score -1.590267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 87575 members 
Entering Unmasked Estep 
Score: -15902662.000000 Penalty: 5823.552246
	Iteration 43Q: 3 clusters Score -1.590266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 87572 members 
Entering Unmasked Estep 
Score: -15902664.000000 Penalty: 5823.552246
	Iteration 44Q: 3 clusters Score -1.590266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 87572 members 
Entering Unmasked Estep 
Score: -15902663.000000 Penalty: 5823.552246
	Iteration 45Q: 3 clusters Score -1.590266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 87570 members 
Entering Unmasked Estep 
Score: -15902669.000000 Penalty: 5823.552246
	Iteration 46Q: 3 clusters Score -1.590267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 87569 members 
Entering Unmasked Estep 
Score: -15902667.000000 Penalty: 5823.552246
	Iteration 47Q: 3 clusters Score -1.590267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 87568 members 
Entering Unmasked Estep 
Score: -15902673.000000 Penalty: 5823.552246
	Iteration 48Q: 3 clusters Score -1.590267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 87566 members 
Entering Unmasked Estep 
Score: -15902671.000000 Penalty: 5823.552246
	Iteration 49Q: 3 clusters Score -1.590267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 87565 members 
Entering Unmasked Estep 
Score: -15902674.000000 Penalty: 5823.552246
	Iteration 50Q: 3 clusters Score -1.590267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 87565 members 
Entering Unmasked Estep 
Score: -15902674.000000 Penalty: 5823.552246
	Iteration 51F: 3 clusters Score -1.590267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -75501.640625 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -75501.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73801.132812 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -73801.13 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -74145.031250 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -74145.03 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -74345.554688 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -74345.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -74524.992188 Penalty: 3270.829102
	Iteration 3F: 3 clusters Score -74524.99 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -74844.312500 Penalty: 3270.829102
	Iteration 4F: 3 clusters Score -74844.31 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -75429.898438 Penalty: 3270.829102
	Iteration 5F: 3 clusters Score -75429.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -75883.164062 Penalty: 3270.829102
	Iteration 6F: 3 clusters Score -75883.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76051.484375 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -76051.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -76075.250000 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -76075.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -76101.312500 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -76101.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -76135.234375 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -76135.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -76196.710938 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -76196.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -76208.726562 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -76208.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76220.031250 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -76220.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -76226.992188 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -76226.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -76229.335938 Penalty: 3270.829102
	Iteration 15Q: 3 clusters Score -76229.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -76232.554688 Penalty: 3270.829102
	Iteration 16F: 3 clusters Score -76232.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76235.843750 Penalty: 3270.829102
	Iteration 17Q: 3 clusters Score -76235.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76235.843750 Penalty: 3270.829102
	Iteration 18F: 3 clusters Score -76235.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 12079 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 176040 members 
Mstep: Class 9 contains 111383 members 
Mstep: Class 10 contains 125622 members 
Mstep: Class 11 contains 276 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187204 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48514 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7716 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 177545 members 
Mstep: Class 20 contains 69440 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 455 members 
Entering Unmasked Estep 
Score: -119273072.000000 Penalty: 75182.937500
Splitting cluster 11 changes total score from -119273624.000000 to -119273072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -147533.968750 Penalty: 1762.438232
	Iteration 0F: 2 clusters Score -147534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -145424.656250 Penalty: 3524.876465
	Iteration 0F: 3 clusters Score -145424.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -145720.656250 Penalty: 3524.876465
	Iteration 1F: 3 clusters Score -145720.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -145795.984375 Penalty: 3524.876465
	Iteration 2F: 3 clusters Score -145796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -145856.890625 Penalty: 3524.876465
	Iteration 3Q: 3 clusters Score -145856.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -145892.765625 Penalty: 3524.876465
	Iteration 4Q: 3 clusters Score -145892.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -145916.765625 Penalty: 3524.876465
	Iteration 5Q: 3 clusters Score -145916.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -145930.890625 Penalty: 3524.876465
	Iteration 6Q: 3 clusters Score -145930.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -145944.531250 Penalty: 3524.876465
	Iteration 7Q: 3 clusters Score -145944.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -145955.390625 Penalty: 3524.876465
	Iteration 8Q: 3 clusters Score -145955.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -145956.750000 Penalty: 3524.876465
	Iteration 9Q: 3 clusters Score -145956.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -145956.750000 Penalty: 3524.876465
	Iteration 10F: 3 clusters Score -145956.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (187204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187204 members 
Entering Unmasked Estep 
Score: -23548582.000000 Penalty: 3010.708740
	Iteration 0F: 2 clusters Score -2.354858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94047 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -23425410.000000 Penalty: 6021.417480
	Iteration 0F: 3 clusters Score -2.342541e+07 nChanged 90173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99624 members 
Mstep: Class 2 contains 87580 members 
Entering Unmasked Estep 
Score: -23478074.000000 Penalty: 6021.417480
	Iteration 1F: 3 clusters Score -2.347807e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103745 members 
Mstep: Class 2 contains 83459 members 
Entering Unmasked Estep 
Score: -23479472.000000 Penalty: 6021.417480
	Iteration 2Q: 3 clusters Score -2.347947e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110166 members 
Mstep: Class 2 contains 77038 members 
Entering Unmasked Estep 
Score: -23482256.000000 Penalty: 6021.417480
	Iteration 3Q: 3 clusters Score -2.348226e+07 nChanged 10443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120005 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -23487874.000000 Penalty: 6021.417480
	Iteration 4F: 3 clusters Score -2.348787e+07 nChanged 14393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134056 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
Score: -23498102.000000 Penalty: 6021.417480
	Iteration 5F: 3 clusters Score -2.34981e+07 nChanged 17574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151446 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -23513932.000000 Penalty: 6021.417480
	Iteration 6F: 3 clusters Score -2.351393e+07 nChanged 16676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168046 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -23530628.000000 Penalty: 6021.417480
	Iteration 7F: 3 clusters Score -2.353063e+07 nChanged 11004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179048 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -23540346.000000 Penalty: 6021.417480
	Iteration 8F: 3 clusters Score -2.354035e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183882 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -23544042.000000 Penalty: 6021.417480
	Iteration 9Q: 3 clusters Score -2.354404e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185662 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -23545338.000000 Penalty: 6021.417480
	Iteration 10Q: 3 clusters Score -2.354534e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186285 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -23545762.000000 Penalty: 6021.417480
	Iteration 11Q: 3 clusters Score -2.354576e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186506 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -23545952.000000 Penalty: 6021.417480
	Iteration 12Q: 3 clusters Score -2.354595e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186593 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -23546054.000000 Penalty: 6021.417480
	Iteration 13Q: 3 clusters Score -2.354605e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186623 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -23546116.000000 Penalty: 6021.417480
	Iteration 14Q: 3 clusters Score -2.354612e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186644 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -23546172.000000 Penalty: 6021.417480
	Iteration 15Q: 3 clusters Score -2.354617e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186664 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -23546170.000000 Penalty: 6021.417480
	Iteration 16Q: 3 clusters Score -2.354617e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186667 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -23546206.000000 Penalty: 6021.417480
	Iteration 17Q: 3 clusters Score -2.354621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186669 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -23546216.000000 Penalty: 6021.417480
	Iteration 18Q: 3 clusters Score -2.354622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186670 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -23546208.000000 Penalty: 6021.417480
	Iteration 19Q: 3 clusters Score -2.354621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186669 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -23546204.000000 Penalty: 6021.417480
	Iteration 20F: 3 clusters Score -2.35462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186669 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -23546220.000000 Penalty: 6021.417480
	Iteration 21Q: 3 clusters Score -2.354622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186671 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -23546210.000000 Penalty: 6021.417480
	Iteration 22Q: 3 clusters Score -2.354621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186673 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -23546216.000000 Penalty: 6021.417480
	Iteration 23Q: 3 clusters Score -2.354622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186673 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -23546216.000000 Penalty: 6021.417480
	Iteration 24F: 3 clusters Score -2.354622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Entering Unmasked Estep 
Score: -175297.781250 Penalty: 1806.295166
	Iteration 0F: 2 clusters Score -175297.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -173025.843750 Penalty: 3612.590332
	Iteration 0F: 3 clusters Score -173025.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -173374.828125 Penalty: 3612.590332
	Iteration 1F: 3 clusters Score -173374.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -173490.296875 Penalty: 3612.590332
	Iteration 2F: 3 clusters Score -173490.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -173528.718750 Penalty: 3612.590332
	Iteration 3Q: 3 clusters Score -173528.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -173538.796875 Penalty: 3612.590332
	Iteration 4Q: 3 clusters Score -173538.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -173545.265625 Penalty: 3612.590332
	Iteration 5Q: 3 clusters Score -173545.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -173550.406250 Penalty: 3612.590332
	Iteration 6Q: 3 clusters Score -173550.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -173553.468750 Penalty: 3612.590332
	Iteration 7Q: 3 clusters Score -173553.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -173556.296875 Penalty: 3612.590332
	Iteration 8Q: 3 clusters Score -173556.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -173559.171875 Penalty: 3612.590332
	Iteration 9Q: 3 clusters Score -173559.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -173559.843750 Penalty: 3612.590332
	Iteration 10Q: 3 clusters Score -173559.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -173561.843750 Penalty: 3612.590332
	Iteration 11Q: 3 clusters Score -173561.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -173564.406250 Penalty: 3612.590332
	Iteration 12Q: 3 clusters Score -173564.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -173568.546875 Penalty: 3612.590332
	Iteration 13Q: 3 clusters Score -173568.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -173571.406250 Penalty: 3612.590332
	Iteration 14Q: 3 clusters Score -173571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -173573.531250 Penalty: 3612.590332
	Iteration 15Q: 3 clusters Score -173573.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -173574.359375 Penalty: 3612.590332
	Iteration 16Q: 3 clusters Score -173574.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -173574.359375 Penalty: 3612.590332
	Iteration 17F: 3 clusters Score -173574.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Entering Unmasked Estep 
Score: -6165079.000000 Penalty: 2675.822754
	Iteration 0F: 2 clusters Score -6165079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -6132328.500000 Penalty: 5351.645508
	Iteration 0F: 3 clusters Score -6132328 nChanged 22411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -6145240.500000 Penalty: 5351.645508
	Iteration 1F: 3 clusters Score -6145240 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -6146701.500000 Penalty: 5351.645508
	Iteration 2F: 3 clusters Score -6146702 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -6148861.000000 Penalty: 5351.645508
	Iteration 3F: 3 clusters Score -6148861 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -6152090.500000 Penalty: 5351.645508
	Iteration 4F: 3 clusters Score -6152090 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -6155708.500000 Penalty: 5351.645508
	Iteration 5F: 3 clusters Score -6155708 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -6158684.500000 Penalty: 5351.645508
	Iteration 6F: 3 clusters Score -6158684 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -6160582.500000 Penalty: 5351.645508
	Iteration 7Q: 3 clusters Score -6160582 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -6161864.000000 Penalty: 5351.645508
	Iteration 8Q: 3 clusters Score -6161864 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -6162643.500000 Penalty: 5351.645508
	Iteration 9Q: 3 clusters Score -6162644 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -6163093.000000 Penalty: 5351.645508
	Iteration 10Q: 3 clusters Score -6163093 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -6163314.500000 Penalty: 5351.645508
	Iteration 11Q: 3 clusters Score -6163314 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -6163432.500000 Penalty: 5351.645508
	Iteration 12Q: 3 clusters Score -6163432 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -6163525.000000 Penalty: 5351.645508
	Iteration 13Q: 3 clusters Score -6163525 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -6163576.500000 Penalty: 5351.645508
	Iteration 14Q: 3 clusters Score -6163576 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -6163610.500000 Penalty: 5351.645508
	Iteration 15Q: 3 clusters Score -6163610 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -6163639.500000 Penalty: 5351.645508
	Iteration 16Q: 3 clusters Score -6163640 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -6163651.500000 Penalty: 5351.645508
	Iteration 17Q: 3 clusters Score -6163652 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -6163682.000000 Penalty: 5351.645508
	Iteration 18Q: 3 clusters Score -6163682 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -6163702.000000 Penalty: 5351.645508
	Iteration 19Q: 3 clusters Score -6163702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -6163701.500000 Penalty: 5351.645508
	Iteration 20F: 3 clusters Score -6163702 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -6163714.000000 Penalty: 5351.645508
	Iteration 21Q: 3 clusters Score -6163714 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -6163732.500000 Penalty: 5351.645508
	Iteration 22Q: 3 clusters Score -6163732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -6163731.000000 Penalty: 5351.645508
	Iteration 23Q: 3 clusters Score -6163731 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -6163757.500000 Penalty: 5351.645508
	Iteration 24Q: 3 clusters Score -6163758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -6163758.000000 Penalty: 5351.645508
	Iteration 25Q: 3 clusters Score -6163758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -6163765.000000 Penalty: 5351.645508
	Iteration 26Q: 3 clusters Score -6163765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -6163763.500000 Penalty: 5351.645508
	Iteration 27Q: 3 clusters Score -6163764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -6163769.000000 Penalty: 5351.645508
	Iteration 28Q: 3 clusters Score -6163769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -6163780.500000 Penalty: 5351.645508
	Iteration 29Q: 3 clusters Score -6163780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -6163781.500000 Penalty: 5351.645508
	Iteration 30Q: 3 clusters Score -6163782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -6163787.000000 Penalty: 5351.645508
	Iteration 31Q: 3 clusters Score -6163787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -6163788.000000 Penalty: 5351.645508
	Iteration 32Q: 3 clusters Score -6163788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -6163786.500000 Penalty: 5351.645508
	Iteration 33Q: 3 clusters Score -6163786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -6163790.500000 Penalty: 5351.645508
	Iteration 34Q: 3 clusters Score -6163790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -6163788.000000 Penalty: 5351.645508
	Iteration 35Q: 3 clusters Score -6163788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -6163788.500000 Penalty: 5351.645508
	Iteration 36Q: 3 clusters Score -6163788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -6163788.000000 Penalty: 5351.645508
	Iteration 37Q: 3 clusters Score -6163788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -6163796.000000 Penalty: 5351.645508
	Iteration 38Q: 3 clusters Score -6163796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -6163789.500000 Penalty: 5351.645508
	Iteration 39Q: 3 clusters Score -6163790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -6163787.500000 Penalty: 5351.645508
	Iteration 40F: 3 clusters Score -6163788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -291197.187500 Penalty: 1931.476440
	Iteration 0F: 2 clusters Score -291197.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -288280.343750 Penalty: 3862.952881
	Iteration 0F: 3 clusters Score -288280.3 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -288837.406250 Penalty: 3862.952881
	Iteration 1F: 3 clusters Score -288837.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -289024.593750 Penalty: 3862.952881
	Iteration 2F: 3 clusters Score -289024.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -289140.406250 Penalty: 3862.952881
	Iteration 3F: 3 clusters Score -289140.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -289227.781250 Penalty: 3862.952881
	Iteration 4Q: 3 clusters Score -289227.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -289293.375000 Penalty: 3862.952881
	Iteration 5Q: 3 clusters Score -289293.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -289363.500000 Penalty: 3862.952881
	Iteration 6Q: 3 clusters Score -289363.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -289457.125000 Penalty: 3862.952881
	Iteration 7Q: 3 clusters Score -289457.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -289598.875000 Penalty: 3862.952881
	Iteration 8Q: 3 clusters Score -289598.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -289863.843750 Penalty: 3862.952881
	Iteration 9F: 3 clusters Score -289863.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -290272.687500 Penalty: 3862.952881
	Iteration 10F: 3 clusters Score -290272.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -290754.562500 Penalty: 3862.952881
	Iteration 11F: 3 clusters Score -290754.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -291205.625000 Penalty: 3862.952881
	Iteration 12F: 3 clusters Score -291205.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -291368.656250 Penalty: 3862.952881
	Iteration 13Q: 3 clusters Score -291368.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -291404.500000 Penalty: 3862.952881
	Iteration 14Q: 3 clusters Score -291404.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -291414.656250 Penalty: 3862.952881
	Iteration 15Q: 3 clusters Score -291414.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -291414.656250 Penalty: 3862.952881
	Iteration 16F: 3 clusters Score -291414.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 12079 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 176040 members 
Mstep: Class 9 contains 111383 members 
Mstep: Class 10 contains 125622 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187204 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48514 members 
Mstep: Class 16 contains 1225 members 
Mstep: Class 17 contains 7716 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 177545 members 
Mstep: Class 20 contains 69440 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 1187 members 
Entering Unmasked Estep 
Score: -119272536.000000 Penalty: 75182.937500
Splitting cluster 16 changes total score from -119273624.000000 to -119272536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (7716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Entering Unmasked Estep 
Score: -928872.062500 Penalty: 2219.860840
	Iteration 0F: 2 clusters Score -928872.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -922660.000000 Penalty: 4439.721680
	Iteration 0F: 3 clusters Score -922660 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -924208.437500 Penalty: 4439.721680
	Iteration 1F: 3 clusters Score -924208.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -924459.812500 Penalty: 4439.721680
	Iteration 2F: 3 clusters Score -924459.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -924642.500000 Penalty: 4439.721680
	Iteration 3Q: 3 clusters Score -924642.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -924811.187500 Penalty: 4439.721680
	Iteration 4Q: 3 clusters Score -924811.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -924996.875000 Penalty: 4439.721680
	Iteration 5Q: 3 clusters Score -924996.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -925247.750000 Penalty: 4439.721680
	Iteration 6Q: 3 clusters Score -925247.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -925593.125000 Penalty: 4439.721680
	Iteration 7F: 3 clusters Score -925593.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -926046.250000 Penalty: 4439.721680
	Iteration 8F: 3 clusters Score -926046.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -926496.312500 Penalty: 4439.721680
	Iteration 9F: 3 clusters Score -926496.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -926906.687500 Penalty: 4439.721680
	Iteration 10F: 3 clusters Score -926906.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -927258.687500 Penalty: 4439.721680
	Iteration 11Q: 3 clusters Score -927258.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -927454.187500 Penalty: 4439.721680
	Iteration 12Q: 3 clusters Score -927454.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -927554.187500 Penalty: 4439.721680
	Iteration 13Q: 3 clusters Score -927554.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -927600.750000 Penalty: 4439.721680
	Iteration 14Q: 3 clusters Score -927600.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -927636.312500 Penalty: 4439.721680
	Iteration 15Q: 3 clusters Score -927636.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -927665.187500 Penalty: 4439.721680
	Iteration 16Q: 3 clusters Score -927665.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -927689.125000 Penalty: 4439.721680
	Iteration 17Q: 3 clusters Score -927689.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -927706.562500 Penalty: 4439.721680
	Iteration 18Q: 3 clusters Score -927706.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -927716.875000 Penalty: 4439.721680
	Iteration 19Q: 3 clusters Score -927716.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -927720.875000 Penalty: 4439.721680
	Iteration 20F: 3 clusters Score -927720.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -927729.062500 Penalty: 4439.721680
	Iteration 21Q: 3 clusters Score -927729.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -927733.000000 Penalty: 4439.721680
	Iteration 22Q: 3 clusters Score -927733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -927738.000000 Penalty: 4439.721680
	Iteration 23Q: 3 clusters Score -927738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -927738.437500 Penalty: 4439.721680
	Iteration 24Q: 3 clusters Score -927738.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -927741.062500 Penalty: 4439.721680
	Iteration 25Q: 3 clusters Score -927741.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -927746.062500 Penalty: 4439.721680
	Iteration 26Q: 3 clusters Score -927746.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -927753.500000 Penalty: 4439.721680
	Iteration 27Q: 3 clusters Score -927753.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -927764.687500 Penalty: 4439.721680
	Iteration 28Q: 3 clusters Score -927764.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -927770.750000 Penalty: 4439.721680
	Iteration 29Q: 3 clusters Score -927770.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -927772.125000 Penalty: 4439.721680
	Iteration 30Q: 3 clusters Score -927772.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -927779.625000 Penalty: 4439.721680
	Iteration 31Q: 3 clusters Score -927779.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -927782.312500 Penalty: 4439.721680
	Iteration 32Q: 3 clusters Score -927782.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -927782.687500 Penalty: 4439.721680
	Iteration 33Q: 3 clusters Score -927782.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -927785.000000 Penalty: 4439.721680
	Iteration 34Q: 3 clusters Score -927785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -927785.750000 Penalty: 4439.721680
	Iteration 35Q: 3 clusters Score -927785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -927785.125000 Penalty: 4439.721680
	Iteration 36Q: 3 clusters Score -927785.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -927786.250000 Penalty: 4439.721680
	Iteration 37Q: 3 clusters Score -927786.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -927786.250000 Penalty: 4439.721680
	Iteration 38F: 3 clusters Score -927786.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (177545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177545 members 
Entering Unmasked Estep 
Score: -22343494.000000 Penalty: 2997.570801
	Iteration 0F: 2 clusters Score -2.234349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88975 members 
Mstep: Class 2 contains 88570 members 
Entering Unmasked Estep 
Score: -22226500.000000 Penalty: 5995.141602
	Iteration 0F: 3 clusters Score -2.22265e+07 nChanged 85298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92771 members 
Mstep: Class 2 contains 84774 members 
Entering Unmasked Estep 
Score: -22276678.000000 Penalty: 5995.141602
	Iteration 1F: 3 clusters Score -2.227668e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94631 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
Score: -22278014.000000 Penalty: 5995.141602
	Iteration 2Q: 3 clusters Score -2.227801e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97363 members 
Mstep: Class 2 contains 80182 members 
Entering Unmasked Estep 
Score: -22279568.000000 Penalty: 5995.141602
	Iteration 3Q: 3 clusters Score -2.227957e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101279 members 
Mstep: Class 2 contains 76266 members 
Entering Unmasked Estep 
Score: -22281808.000000 Penalty: 5995.141602
	Iteration 4Q: 3 clusters Score -2.228181e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106863 members 
Mstep: Class 2 contains 70682 members 
Entering Unmasked Estep 
Score: -22285744.000000 Penalty: 5995.141602
	Iteration 5Q: 3 clusters Score -2.228574e+07 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114192 members 
Mstep: Class 2 contains 63353 members 
Entering Unmasked Estep 
Score: -22291810.000000 Penalty: 5995.141602
	Iteration 6F: 3 clusters Score -2.229181e+07 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122972 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -22300300.000000 Penalty: 5995.141602
	Iteration 7F: 3 clusters Score -2.23003e+07 nChanged 10933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132021 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -22309098.000000 Penalty: 5995.141602
	Iteration 8F: 3 clusters Score -2.23091e+07 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140137 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -22317176.000000 Penalty: 5995.141602
	Iteration 9F: 3 clusters Score -2.231718e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146594 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -22323080.000000 Penalty: 5995.141602
	Iteration 10Q: 3 clusters Score -2.232308e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151557 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -22327314.000000 Penalty: 5995.141602
	Iteration 11Q: 3 clusters Score -2.232731e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155442 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -22329944.000000 Penalty: 5995.141602
	Iteration 12Q: 3 clusters Score -2.232994e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158783 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -22331814.000000 Penalty: 5995.141602
	Iteration 13Q: 3 clusters Score -2.233181e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161777 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -22333386.000000 Penalty: 5995.141602
	Iteration 14Q: 3 clusters Score -2.233339e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164448 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -22334772.000000 Penalty: 5995.141602
	Iteration 15Q: 3 clusters Score -2.233477e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166818 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -22335960.000000 Penalty: 5995.141602
	Iteration 16Q: 3 clusters Score -2.233596e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168833 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -22336872.000000 Penalty: 5995.141602
	Iteration 17Q: 3 clusters Score -2.233687e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170480 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -22337754.000000 Penalty: 5995.141602
	Iteration 18Q: 3 clusters Score -2.233775e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171893 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -22338442.000000 Penalty: 5995.141602
	Iteration 19Q: 3 clusters Score -2.233844e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172990 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -22338974.000000 Penalty: 5995.141602
	Iteration 20F: 3 clusters Score -2.233897e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173855 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -22339400.000000 Penalty: 5995.141602
	Iteration 21Q: 3 clusters Score -2.23394e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174518 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -22339758.000000 Penalty: 5995.141602
	Iteration 22Q: 3 clusters Score -2.233976e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175000 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -22340002.000000 Penalty: 5995.141602
	Iteration 23Q: 3 clusters Score -2.234e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175354 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -22340202.000000 Penalty: 5995.141602
	Iteration 24Q: 3 clusters Score -2.23402e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175627 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -22340428.000000 Penalty: 5995.141602
	Iteration 25Q: 3 clusters Score -2.234043e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175833 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -22340524.000000 Penalty: 5995.141602
	Iteration 26Q: 3 clusters Score -2.234052e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175992 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -22340558.000000 Penalty: 5995.141602
	Iteration 27Q: 3 clusters Score -2.234056e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176124 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -22340664.000000 Penalty: 5995.141602
	Iteration 28Q: 3 clusters Score -2.234066e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176227 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -22340704.000000 Penalty: 5995.141602
	Iteration 29Q: 3 clusters Score -2.23407e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176298 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -22340754.000000 Penalty: 5995.141602
	Iteration 30Q: 3 clusters Score -2.234075e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176362 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -22340806.000000 Penalty: 5995.141602
	Iteration 31Q: 3 clusters Score -2.234081e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176407 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -22340800.000000 Penalty: 5995.141602
	Iteration 32Q: 3 clusters Score -2.23408e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176439 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -22340814.000000 Penalty: 5995.141602
	Iteration 33Q: 3 clusters Score -2.234081e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176467 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -22340830.000000 Penalty: 5995.141602
	Iteration 34Q: 3 clusters Score -2.234083e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176495 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -22340874.000000 Penalty: 5995.141602
	Iteration 35Q: 3 clusters Score -2.234087e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176532 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -22340888.000000 Penalty: 5995.141602
	Iteration 36Q: 3 clusters Score -2.234089e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176559 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -22340906.000000 Penalty: 5995.141602
	Iteration 37Q: 3 clusters Score -2.234091e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176582 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -22340936.000000 Penalty: 5995.141602
	Iteration 38Q: 3 clusters Score -2.234094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176592 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -22340932.000000 Penalty: 5995.141602
	Iteration 39Q: 3 clusters Score -2.234093e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176604 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -22340946.000000 Penalty: 5995.141602
	Iteration 40F: 3 clusters Score -2.234095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176618 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -22340946.000000 Penalty: 5995.141602
	Iteration 41Q: 3 clusters Score -2.234095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176631 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -22340962.000000 Penalty: 5995.141602
	Iteration 42Q: 3 clusters Score -2.234096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176644 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -22340958.000000 Penalty: 5995.141602
	Iteration 43Q: 3 clusters Score -2.234096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176660 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -22340978.000000 Penalty: 5995.141602
	Iteration 44Q: 3 clusters Score -2.234098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176678 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -22340980.000000 Penalty: 5995.141602
	Iteration 45Q: 3 clusters Score -2.234098e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176697 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -22341026.000000 Penalty: 5995.141602
	Iteration 46Q: 3 clusters Score -2.234103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176710 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -22341038.000000 Penalty: 5995.141602
	Iteration 47Q: 3 clusters Score -2.234104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176724 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -22341026.000000 Penalty: 5995.141602
	Iteration 48Q: 3 clusters Score -2.234103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176731 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -22341024.000000 Penalty: 5995.141602
	Iteration 49Q: 3 clusters Score -2.234102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176738 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -22341060.000000 Penalty: 5995.141602
	Iteration 50Q: 3 clusters Score -2.234106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176745 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -22341064.000000 Penalty: 5995.141602
	Iteration 51Q: 3 clusters Score -2.234106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176751 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -22341054.000000 Penalty: 5995.141602
	Iteration 52Q: 3 clusters Score -2.234105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176756 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -22341050.000000 Penalty: 5995.141602
	Iteration 53Q: 3 clusters Score -2.234105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176758 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -22341054.000000 Penalty: 5995.141602
	Iteration 54Q: 3 clusters Score -2.234105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176758 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -22341068.000000 Penalty: 5995.141602
	Iteration 55Q: 3 clusters Score -2.234107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176761 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -22341058.000000 Penalty: 5995.141602
	Iteration 56Q: 3 clusters Score -2.234106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176763 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -22341056.000000 Penalty: 5995.141602
	Iteration 57Q: 3 clusters Score -2.234106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176765 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -22341062.000000 Penalty: 5995.141602
	Iteration 58Q: 3 clusters Score -2.234106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176766 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -22341066.000000 Penalty: 5995.141602
	Iteration 59Q: 3 clusters Score -2.234107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176767 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -22341066.000000 Penalty: 5995.141602
	Iteration 60F: 3 clusters Score -2.234107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (69440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Entering Unmasked Estep 
Score: -8532774.000000 Penalty: 2764.758057
	Iteration 0F: 2 clusters Score -8532774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -8486434.000000 Penalty: 5529.516113
	Iteration 0F: 3 clusters Score -8486434 nChanged 32336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -8504584.000000 Penalty: 5529.516113
	Iteration 1F: 3 clusters Score -8504584 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -8505195.000000 Penalty: 5529.516113
	Iteration 2Q: 3 clusters Score -8505195 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -8505935.000000 Penalty: 5529.516113
	Iteration 3Q: 3 clusters Score -8505935 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -8506960.000000 Penalty: 5529.516113
	Iteration 4Q: 3 clusters Score -8506960 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -8508564.000000 Penalty: 5529.516113
	Iteration 5Q: 3 clusters Score -8508564 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -8511260.000000 Penalty: 5529.516113
	Iteration 6F: 3 clusters Score -8511260 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -8514977.000000 Penalty: 5529.516113
	Iteration 7F: 3 clusters Score -8514977 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 58714 members 
Entering Unmasked Estep 
Score: -8519603.000000 Penalty: 5529.516113
	Iteration 8F: 3 clusters Score -8519603 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -8524170.000000 Penalty: 5529.516113
	Iteration 9F: 3 clusters Score -8524170 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 66740 members 
Entering Unmasked Estep 
Score: -8527544.000000 Penalty: 5529.516113
	Iteration 10Q: 3 clusters Score -8527544 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 68447 members 
Entering Unmasked Estep 
Score: -8529351.000000 Penalty: 5529.516113
	Iteration 11Q: 3 clusters Score -8529351 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 69006 members 
Entering Unmasked Estep 
Score: -8529888.000000 Penalty: 5529.516113
	Iteration 12Q: 3 clusters Score -8529888 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 69160 members 
Entering Unmasked Estep 
Score: -8530086.000000 Penalty: 5529.516113
	Iteration 13Q: 3 clusters Score -8530086 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 69210 members 
Entering Unmasked Estep 
Score: -8530179.000000 Penalty: 5529.516113
	Iteration 14Q: 3 clusters Score -8530179 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 69234 members 
Entering Unmasked Estep 
Score: -8530240.000000 Penalty: 5529.516113
	Iteration 15Q: 3 clusters Score -8530240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 69249 members 
Entering Unmasked Estep 
Score: -8530273.000000 Penalty: 5529.516113
	Iteration 16Q: 3 clusters Score -8530273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 69257 members 
Entering Unmasked Estep 
Score: -8530296.000000 Penalty: 5529.516113
	Iteration 17Q: 3 clusters Score -8530296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 69262 members 
Entering Unmasked Estep 
Score: -8530311.000000 Penalty: 5529.516113
	Iteration 18Q: 3 clusters Score -8530311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 69267 members 
Entering Unmasked Estep 
Score: -8530337.000000 Penalty: 5529.516113
	Iteration 19Q: 3 clusters Score -8530337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -8530342.000000 Penalty: 5529.516113
	Iteration 20F: 3 clusters Score -8530342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -8530346.000000 Penalty: 5529.516113
	Iteration 21Q: 3 clusters Score -8530346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 69269 members 
Entering Unmasked Estep 
Score: -8530348.000000 Penalty: 5529.516113
	Iteration 22Q: 3 clusters Score -8530348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 69269 members 
Entering Unmasked Estep 
Score: -8530348.000000 Penalty: 5529.516113
	Iteration 23F: 3 clusters Score -8530348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -49891.613281 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -49891.61 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 234 members 
Entering Unmasked Estep 
Score: -48451.316406 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -48451.32 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48640.164062 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -48640.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48726.039062 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -48726.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48767.859375 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -48767.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48787.390625 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -48787.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48794.320312 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -48794.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -48796.574219 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -48796.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48799.621094 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -48799.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48800.640625 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -48800.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48801.425781 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -48801.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48801.425781 Penalty: 3022.410645
	Iteration 10F: 3 clusters Score -48801.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 12079 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 176040 members 
Mstep: Class 9 contains 111383 members 
Mstep: Class 10 contains 125622 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187204 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48514 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7716 members 
Mstep: Class 19 contains 177545 members 
Mstep: Class 20 contains 69440 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274000.000000 Penalty: 71765.531250
Iteration 199Q: 22 clusters Score -1.19274e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 12079 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 176059 members 
Mstep: Class 9 contains 111401 members 
Mstep: Class 10 contains 125627 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187177 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48515 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7715 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 177578 members 
Mstep: Class 20 contains 69420 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273984.000000 Penalty: 71765.531250
Iteration 200F: 22 clusters Score -1.19274e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 3988 members 
Mstep: Class 4 contains 12081 members 
Mstep: Class 5 contains 637 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 176073 members 
Mstep: Class 9 contains 111430 members 
Mstep: Class 10 contains 125619 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187150 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48519 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7714 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 177612 members 
Mstep: Class 20 contains 69404 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274096.000000 Penalty: 71765.531250
Iteration 201Q: 22 clusters Score -1.192741e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 3952 members 
Mstep: Class 4 contains 12080 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 176081 members 
Mstep: Class 9 contains 111470 members 
Mstep: Class 10 contains 125619 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187139 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48525 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7714 members 
Mstep: Class 18 contains 284 members 
Mstep: Class 19 contains 177621 members 
Mstep: Class 20 contains 69396 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274304.000000 Penalty: 71765.531250
Iteration 202Q: 22 clusters Score -1.192743e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 3923 members 
Mstep: Class 4 contains 12080 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 176100 members 
Mstep: Class 9 contains 111495 members 
Mstep: Class 10 contains 125609 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187120 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48526 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7712 members 
Mstep: Class 18 contains 286 members 
Mstep: Class 19 contains 177638 members 
Mstep: Class 20 contains 69391 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274320.000000 Penalty: 71765.531250
Iteration 203Q: 22 clusters Score -1.192743e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 3906 members 
Mstep: Class 4 contains 12080 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 176112 members 
Mstep: Class 9 contains 111520 members 
Mstep: Class 10 contains 125602 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187071 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48535 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7711 members 
Mstep: Class 18 contains 289 members 
Mstep: Class 19 contains 177671 members 
Mstep: Class 20 contains 69384 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274424.000000 Penalty: 71765.531250
Iteration 204Q: 22 clusters Score -1.192744e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 3883 members 
Mstep: Class 4 contains 12080 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 176130 members 
Mstep: Class 9 contains 111542 members 
Mstep: Class 10 contains 125611 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187069 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48540 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7709 members 
Mstep: Class 18 contains 293 members 
Mstep: Class 19 contains 177659 members 
Mstep: Class 20 contains 69370 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274616.000000 Penalty: 71765.531250
Iteration 205Q: 22 clusters Score -1.192746e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 12085 members 
Mstep: Class 5 contains 619 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 176138 members 
Mstep: Class 9 contains 111582 members 
Mstep: Class 10 contains 125626 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187062 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48535 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7707 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 177645 members 
Mstep: Class 20 contains 69353 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274480.000000 Penalty: 71765.531250
Iteration 206Q: 22 clusters Score -1.192745e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 567 members 
Mstep: Class 3 contains 3828 members 
Mstep: Class 4 contains 12086 members 
Mstep: Class 5 contains 613 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 176160 members 
Mstep: Class 9 contains 111633 members 
Mstep: Class 10 contains 125635 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187034 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48535 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7706 members 
Mstep: Class 18 contains 307 members 
Mstep: Class 19 contains 177646 members 
Mstep: Class 20 contains 69335 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274552.000000 Penalty: 71765.531250
Iteration 207Q: 22 clusters Score -1.192746e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 565 members 
Mstep: Class 3 contains 3800 members 
Mstep: Class 4 contains 12084 members 
Mstep: Class 5 contains 611 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 176153 members 
Mstep: Class 9 contains 111672 members 
Mstep: Class 10 contains 125657 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187023 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48537 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7705 members 
Mstep: Class 18 contains 311 members 
Mstep: Class 19 contains 177659 members 
Mstep: Class 20 contains 69313 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274760.000000 Penalty: 71765.531250
Iteration 208Q: 22 clusters Score -1.192748e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 564 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 12083 members 
Mstep: Class 5 contains 608 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 176176 members 
Mstep: Class 9 contains 111703 members 
Mstep: Class 10 contains 125672 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187012 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48526 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7702 members 
Mstep: Class 18 contains 315 members 
Mstep: Class 19 contains 177653 members 
Mstep: Class 20 contains 69295 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274648.000000 Penalty: 71765.531250
Iteration 209Q: 22 clusters Score -1.192746e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 564 members 
Mstep: Class 3 contains 3748 members 
Mstep: Class 4 contains 12084 members 
Mstep: Class 5 contains 606 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 176189 members 
Mstep: Class 9 contains 111724 members 
Mstep: Class 10 contains 125673 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 187009 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48524 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7699 members 
Mstep: Class 18 contains 317 members 
Mstep: Class 19 contains 177650 members 
Mstep: Class 20 contains 69282 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274696.000000 Penalty: 71765.531250
Iteration 210Q: 22 clusters Score -1.192747e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3727 members 
Mstep: Class 4 contains 12083 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 176208 members 
Mstep: Class 9 contains 111761 members 
Mstep: Class 10 contains 125691 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186988 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48527 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7698 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177632 members 
Mstep: Class 20 contains 69267 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274824.000000 Penalty: 71765.531250
Iteration 211Q: 22 clusters Score -1.192748e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3706 members 
Mstep: Class 4 contains 12082 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 176200 members 
Mstep: Class 9 contains 111798 members 
Mstep: Class 10 contains 125708 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186952 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48530 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7695 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177652 members 
Mstep: Class 20 contains 69248 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274864.000000 Penalty: 71765.531250
Iteration 212Q: 22 clusters Score -1.192749e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 12083 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 176204 members 
Mstep: Class 9 contains 111813 members 
Mstep: Class 10 contains 125721 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186921 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48524 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7692 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177705 members 
Mstep: Class 20 contains 69221 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275048.000000 Penalty: 71765.531250
Iteration 213Q: 22 clusters Score -1.19275e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 12082 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 176204 members 
Mstep: Class 9 contains 111842 members 
Mstep: Class 10 contains 125742 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186886 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48527 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7691 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177746 members 
Mstep: Class 20 contains 69188 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274840.000000 Penalty: 71765.531250
Iteration 214Q: 22 clusters Score -1.192748e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3640 members 
Mstep: Class 4 contains 12082 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 176212 members 
Mstep: Class 9 contains 111855 members 
Mstep: Class 10 contains 125773 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186843 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48535 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177775 members 
Mstep: Class 20 contains 69163 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274784.000000 Penalty: 71765.531250
Iteration 215Q: 22 clusters Score -1.192748e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3620 members 
Mstep: Class 4 contains 12081 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 176240 members 
Mstep: Class 9 contains 111876 members 
Mstep: Class 10 contains 125801 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186797 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48538 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7684 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177779 members 
Mstep: Class 20 contains 69143 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274944.000000 Penalty: 71765.531250
Iteration 216Q: 22 clusters Score -1.192749e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3592 members 
Mstep: Class 4 contains 12078 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 736 members 
Mstep: Class 8 contains 176272 members 
Mstep: Class 9 contains 111889 members 
Mstep: Class 10 contains 125832 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186743 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48548 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7682 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177811 members 
Mstep: Class 20 contains 69110 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274776.000000 Penalty: 71765.531250
Iteration 217Q: 22 clusters Score -1.192748e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3560 members 
Mstep: Class 4 contains 12080 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176295 members 
Mstep: Class 9 contains 111911 members 
Mstep: Class 10 contains 125868 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186692 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48550 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7681 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177826 members 
Mstep: Class 20 contains 69089 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274608.000000 Penalty: 71765.531250
Iteration 218Q: 22 clusters Score -1.192746e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3529 members 
Mstep: Class 4 contains 12080 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176313 members 
Mstep: Class 9 contains 111928 members 
Mstep: Class 10 contains 125870 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186669 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48551 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7679 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177855 members 
Mstep: Class 20 contains 69076 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274576.000000 Penalty: 71765.531250
Iteration 219Q: 22 clusters Score -1.192746e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3512 members 
Mstep: Class 4 contains 12081 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176330 members 
Mstep: Class 9 contains 111954 members 
Mstep: Class 10 contains 125878 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186632 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48554 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7679 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177878 members 
Mstep: Class 20 contains 69037 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274680.000000 Penalty: 71765.531250
Iteration 220F: 22 clusters Score -1.192747e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3498 members 
Mstep: Class 4 contains 12081 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176361 members 
Mstep: Class 9 contains 111992 members 
Mstep: Class 10 contains 125888 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186595 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48559 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7677 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177877 members 
Mstep: Class 20 contains 69002 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274592.000000 Penalty: 71765.531250
Iteration 221Q: 22 clusters Score -1.192746e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3487 members 
Mstep: Class 4 contains 12079 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176383 members 
Mstep: Class 9 contains 112038 members 
Mstep: Class 10 contains 125895 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186539 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48568 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7676 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177900 members 
Mstep: Class 20 contains 68965 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274664.000000 Penalty: 71765.531250
Iteration 222Q: 22 clusters Score -1.192747e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3480 members 
Mstep: Class 4 contains 12078 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176402 members 
Mstep: Class 9 contains 112101 members 
Mstep: Class 10 contains 125894 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186482 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48570 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7675 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177907 members 
Mstep: Class 20 contains 68931 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274720.000000 Penalty: 71765.531250
Iteration 223Q: 22 clusters Score -1.192747e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3470 members 
Mstep: Class 4 contains 12079 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176446 members 
Mstep: Class 9 contains 112138 members 
Mstep: Class 10 contains 125888 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186426 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48571 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7675 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177944 members 
Mstep: Class 20 contains 68887 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274536.000000 Penalty: 71765.531250
Iteration 224Q: 22 clusters Score -1.192745e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3456 members 
Mstep: Class 4 contains 12083 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176468 members 
Mstep: Class 9 contains 112174 members 
Mstep: Class 10 contains 125876 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186379 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48577 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7674 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177997 members 
Mstep: Class 20 contains 68845 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274624.000000 Penalty: 71765.531250
Iteration 225Q: 22 clusters Score -1.192746e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3444 members 
Mstep: Class 4 contains 12084 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176497 members 
Mstep: Class 9 contains 112222 members 
Mstep: Class 10 contains 125879 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186340 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48578 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7672 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178023 members 
Mstep: Class 20 contains 68801 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274432.000000 Penalty: 71765.531250
Iteration 226Q: 22 clusters Score -1.192744e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3437 members 
Mstep: Class 4 contains 12083 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176551 members 
Mstep: Class 9 contains 112240 members 
Mstep: Class 10 contains 125883 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186256 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 48585 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7670 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178064 members 
Mstep: Class 20 contains 68771 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274280.000000 Penalty: 71765.531250
Iteration 227Q: 22 clusters Score -1.192743e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3433 members 
Mstep: Class 4 contains 12082 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176620 members 
Mstep: Class 9 contains 112264 members 
Mstep: Class 10 contains 125888 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186192 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48580 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7667 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178072 members 
Mstep: Class 20 contains 68743 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274312.000000 Penalty: 71765.531250
Iteration 228Q: 22 clusters Score -1.192743e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3427 members 
Mstep: Class 4 contains 12083 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176657 members 
Mstep: Class 9 contains 112275 members 
Mstep: Class 10 contains 125891 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186150 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48573 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7662 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178098 members 
Mstep: Class 20 contains 68726 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274112.000000 Penalty: 71765.531250
Iteration 229Q: 22 clusters Score -1.192741e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 12082 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176682 members 
Mstep: Class 9 contains 112290 members 
Mstep: Class 10 contains 125907 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186127 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48564 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178108 members 
Mstep: Class 20 contains 68705 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274448.000000 Penalty: 71765.531250
Iteration 230Q: 22 clusters Score -1.192744e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 12080 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176715 members 
Mstep: Class 9 contains 112314 members 
Mstep: Class 10 contains 125904 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186132 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48551 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7652 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178091 members 
Mstep: Class 20 contains 68689 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274344.000000 Penalty: 71765.531250
Iteration 231Q: 22 clusters Score -1.192743e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3419 members 
Mstep: Class 4 contains 12083 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176739 members 
Mstep: Class 9 contains 112325 members 
Mstep: Class 10 contains 125902 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186097 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48555 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7643 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178093 members 
Mstep: Class 20 contains 68682 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274280.000000 Penalty: 71765.531250
Iteration 232Q: 22 clusters Score -1.192743e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 12085 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176792 members 
Mstep: Class 9 contains 112341 members 
Mstep: Class 10 contains 125902 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186046 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48556 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7635 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178090 members 
Mstep: Class 20 contains 68670 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 233Q: 22 clusters Score -1.192742e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3406 members 
Mstep: Class 4 contains 12088 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176793 members 
Mstep: Class 9 contains 112359 members 
Mstep: Class 10 contains 125915 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186020 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48561 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7626 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178084 members 
Mstep: Class 20 contains 68669 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274080.000000 Penalty: 71765.531250
Iteration 234Q: 22 clusters Score -1.192741e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 12090 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176785 members 
Mstep: Class 9 contains 112372 members 
Mstep: Class 10 contains 125919 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186024 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48561 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7618 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178090 members 
Mstep: Class 20 contains 68659 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274000.000000 Penalty: 71765.531250
Iteration 235Q: 22 clusters Score -1.19274e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 12088 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176755 members 
Mstep: Class 9 contains 112400 members 
Mstep: Class 10 contains 125920 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186056 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48563 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7612 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178069 members 
Mstep: Class 20 contains 68657 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274200.000000 Penalty: 71765.531250
Iteration 236Q: 22 clusters Score -1.192742e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 12086 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176741 members 
Mstep: Class 9 contains 112419 members 
Mstep: Class 10 contains 125916 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186110 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 48561 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7606 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178029 members 
Mstep: Class 20 contains 68647 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274216.000000 Penalty: 71765.531250
Iteration 237Q: 22 clusters Score -1.192742e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 12085 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176703 members 
Mstep: Class 9 contains 112435 members 
Mstep: Class 10 contains 125918 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186151 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48566 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7602 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178013 members 
Mstep: Class 20 contains 68631 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274200.000000 Penalty: 71765.531250
Iteration 238Q: 22 clusters Score -1.192742e+08 nChanged 715
Entering ConstructFrom: 
Score: -119274200.000000 Penalty: 71765.531250
Entering ConstructFrom: 
Trying to split cluster 1 (36316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Entering Unmasked Estep 
Score: -4632667.000000 Penalty: 2604.003418
	Iteration 0F: 2 clusters Score -4632667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -4608065.000000 Penalty: 5208.006836
	Iteration 0F: 3 clusters Score -4608065 nChanged 16416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -4617104.500000 Penalty: 5208.006836
	Iteration 1F: 3 clusters Score -4617104 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -4617673.500000 Penalty: 5208.006836
	Iteration 2Q: 3 clusters Score -4617674 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -4618320.500000 Penalty: 5208.006836
	Iteration 3Q: 3 clusters Score -4618320 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -4619131.500000 Penalty: 5208.006836
	Iteration 4Q: 3 clusters Score -4619132 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -4620289.000000 Penalty: 5208.006836
	Iteration 5F: 3 clusters Score -4620289 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -4621982.000000 Penalty: 5208.006836
	Iteration 6F: 3 clusters Score -4621982 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -4624259.500000 Penalty: 5208.006836
	Iteration 7F: 3 clusters Score -4624260 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -4626775.500000 Penalty: 5208.006836
	Iteration 8F: 3 clusters Score -4626776 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4628669.500000 Penalty: 5208.006836
	Iteration 9F: 3 clusters Score -4628670 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4629683.500000 Penalty: 5208.006836
	Iteration 10Q: 3 clusters Score -4629684 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4630094.500000 Penalty: 5208.006836
	Iteration 11Q: 3 clusters Score -4630094 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4630292.000000 Penalty: 5208.006836
	Iteration 12Q: 3 clusters Score -4630292 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4630391.000000 Penalty: 5208.006836
	Iteration 13Q: 3 clusters Score -4630391 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4630448.000000 Penalty: 5208.006836
	Iteration 14Q: 3 clusters Score -4630448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4630482.000000 Penalty: 5208.006836
	Iteration 15Q: 3 clusters Score -4630482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4630501.500000 Penalty: 5208.006836
	Iteration 16Q: 3 clusters Score -4630502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4630523.000000 Penalty: 5208.006836
	Iteration 17Q: 3 clusters Score -4630523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4630529.000000 Penalty: 5208.006836
	Iteration 18Q: 3 clusters Score -4630529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4630538.500000 Penalty: 5208.006836
	Iteration 19Q: 3 clusters Score -4630538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4630551.500000 Penalty: 5208.006836
	Iteration 20F: 3 clusters Score -4630552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4630561.500000 Penalty: 5208.006836
	Iteration 21Q: 3 clusters Score -4630562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4630579.000000 Penalty: 5208.006836
	Iteration 22Q: 3 clusters Score -4630579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4630592.500000 Penalty: 5208.006836
	Iteration 23Q: 3 clusters Score -4630592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4630618.000000 Penalty: 5208.006836
	Iteration 24Q: 3 clusters Score -4630618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4630624.000000 Penalty: 5208.006836
	Iteration 25Q: 3 clusters Score -4630624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4630632.000000 Penalty: 5208.006836
	Iteration 26Q: 3 clusters Score -4630632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4630638.000000 Penalty: 5208.006836
	Iteration 27Q: 3 clusters Score -4630638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4630642.500000 Penalty: 5208.006836
	Iteration 28Q: 3 clusters Score -4630642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4630645.000000 Penalty: 5208.006836
	Iteration 29Q: 3 clusters Score -4630645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4630646.500000 Penalty: 5208.006836
	Iteration 30Q: 3 clusters Score -4630646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4630651.000000 Penalty: 5208.006836
	Iteration 31Q: 3 clusters Score -4630651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4630653.500000 Penalty: 5208.006836
	Iteration 32Q: 3 clusters Score -4630654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4630654.500000 Penalty: 5208.006836
	Iteration 33Q: 3 clusters Score -4630654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4630655.000000 Penalty: 5208.006836
	Iteration 34Q: 3 clusters Score -4630655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4630660.000000 Penalty: 5208.006836
	Iteration 35Q: 3 clusters Score -4630660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4630669.500000 Penalty: 5208.006836
	Iteration 36Q: 3 clusters Score -4630670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4630671.500000 Penalty: 5208.006836
	Iteration 37Q: 3 clusters Score -4630672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4630678.500000 Penalty: 5208.006836
	Iteration 38Q: 3 clusters Score -4630678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4630682.000000 Penalty: 5208.006836
	Iteration 39Q: 3 clusters Score -4630682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4630680.500000 Penalty: 5208.006836
	Iteration 40F: 3 clusters Score -4630680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4630681.500000 Penalty: 5208.006836
	Iteration 41Q: 3 clusters Score -4630682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4630682.000000 Penalty: 5208.006836
	Iteration 42Q: 3 clusters Score -4630682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4630682.000000 Penalty: 5208.006836
	Iteration 43F: 3 clusters Score -4630682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -57991.335938 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -57991.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -56489.242188 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -56489.24 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56941.613281 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -56941.61 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57093.019531 Penalty: 3141.306641
	Iteration 2F: 3 clusters Score -57093.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -57270.492188 Penalty: 3141.306641
	Iteration 3F: 3 clusters Score -57270.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57391.859375 Penalty: 3141.306641
	Iteration 4F: 3 clusters Score -57391.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -57505.796875 Penalty: 3141.306641
	Iteration 5Q: 3 clusters Score -57505.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -57610.867188 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -57610.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -57695.820312 Penalty: 3141.306641
	Iteration 7Q: 3 clusters Score -57695.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -57847.437500 Penalty: 3141.306641
	Iteration 8Q: 3 clusters Score -57847.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -57897.250000 Penalty: 3141.306641
	Iteration 9Q: 3 clusters Score -57897.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -57910.855469 Penalty: 3141.306641
	Iteration 10Q: 3 clusters Score -57910.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -57910.855469 Penalty: 3141.306641
	Iteration 11F: 3 clusters Score -57910.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -422854.843750 Penalty: 2014.862793
	Iteration 0F: 2 clusters Score -422854.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -419299.312500 Penalty: 4029.725586
	Iteration 0F: 3 clusters Score -419299.3 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -420033.125000 Penalty: 4029.725586
	Iteration 1F: 3 clusters Score -420033.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -420221.093750 Penalty: 4029.725586
	Iteration 2F: 3 clusters Score -420221.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -420334.968750 Penalty: 4029.725586
	Iteration 3F: 3 clusters Score -420335 nChanged 120
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: -420406.812500 Penalty: 4029.725586
	Iteration 4Q: 3 clusters Score -420406.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -420464.375000 Penalty: 4029.725586
	Iteration 5Q: 3 clusters Score -420464.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -420511.687500 Penalty: 4029.725586
	Iteration 6Q: 3 clusters Score -420511.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -420543.906250 Penalty: 4029.725586
	Iteration 7Q: 3 clusters Score -420543.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -420564.250000 Penalty: 4029.725586
	Iteration 8Q: 3 clusters Score -420564.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -420590.500000 Penalty: 4029.725586
	Iteration 9Q: 3 clusters Score -420590.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -420617.093750 Penalty: 4029.725586
	Iteration 10Q: 3 clusters Score -420617.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -420637.593750 Penalty: 4029.725586
	Iteration 11Q: 3 clusters Score -420637.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -420653.375000 Penalty: 4029.725586
	Iteration 12Q: 3 clusters Score -420653.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -420667.187500 Penalty: 4029.725586
	Iteration 13Q: 3 clusters Score -420667.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -420677.218750 Penalty: 4029.725586
	Iteration 14Q: 3 clusters Score -420677.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -420685.218750 Penalty: 4029.725586
	Iteration 15Q: 3 clusters Score -420685.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -420695.562500 Penalty: 4029.725586
	Iteration 16Q: 3 clusters Score -420695.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -420703.687500 Penalty: 4029.725586
	Iteration 17Q: 3 clusters Score -420703.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -420710.687500 Penalty: 4029.725586
	Iteration 18Q: 3 clusters Score -420710.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -420718.000000 Penalty: 4029.725586
	Iteration 19Q: 3 clusters Score -420718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -420723.375000 Penalty: 4029.725586
	Iteration 20F: 3 clusters Score -420723.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -420731.031250 Penalty: 4029.725586
	Iteration 21Q: 3 clusters Score -420731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -420735.406250 Penalty: 4029.725586
	Iteration 22Q: 3 clusters Score -420735.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -420737.687500 Penalty: 4029.725586
	Iteration 23Q: 3 clusters Score -420737.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -420741.250000 Penalty: 4029.725586
	Iteration 24Q: 3 clusters Score -420741.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -420743.125000 Penalty: 4029.725586
	Iteration 25Q: 3 clusters Score -420743.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -420747.093750 Penalty: 4029.725586
	Iteration 26Q: 3 clusters Score -420747.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -420751.687500 Penalty: 4029.725586
	Iteration 27Q: 3 clusters Score -420751.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -420754.156250 Penalty: 4029.725586
	Iteration 28Q: 3 clusters Score -420754.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -420757.562500 Penalty: 4029.725586
	Iteration 29Q: 3 clusters Score -420757.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -420760.875000 Penalty: 4029.725586
	Iteration 30Q: 3 clusters Score -420760.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -420763.843750 Penalty: 4029.725586
	Iteration 31Q: 3 clusters Score -420763.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -420764.531250 Penalty: 4029.725586
	Iteration 32Q: 3 clusters Score -420764.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -420766.625000 Penalty: 4029.725586
	Iteration 33Q: 3 clusters Score -420766.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -420772.687500 Penalty: 4029.725586
	Iteration 34Q: 3 clusters Score -420772.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -420778.156250 Penalty: 4029.725586
	Iteration 35Q: 3 clusters Score -420778.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -420784.500000 Penalty: 4029.725586
	Iteration 36Q: 3 clusters Score -420784.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -420793.125000 Penalty: 4029.725586
	Iteration 37Q: 3 clusters Score -420793.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -420799.625000 Penalty: 4029.725586
	Iteration 38Q: 3 clusters Score -420799.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -420806.250000 Penalty: 4029.725586
	Iteration 39Q: 3 clusters Score -420806.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -420811.750000 Penalty: 4029.725586
	Iteration 40F: 3 clusters Score -420811.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -420814.281250 Penalty: 4029.725586
	Iteration 41Q: 3 clusters Score -420814.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -420814.937500 Penalty: 4029.725586
	Iteration 42Q: 3 clusters Score -420814.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -420816.281250 Penalty: 4029.725586
	Iteration 43Q: 3 clusters Score -420816.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -420817.750000 Penalty: 4029.725586
	Iteration 44Q: 3 clusters Score -420817.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -420817.718750 Penalty: 4029.725586
	Iteration 45Q: 3 clusters Score -420817.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -420818.562500 Penalty: 4029.725586
	Iteration 46Q: 3 clusters Score -420818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -420818.937500 Penalty: 4029.725586
	Iteration 47Q: 3 clusters Score -420818.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -420819.875000 Penalty: 4029.725586
	Iteration 48Q: 3 clusters Score -420819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -420820.000000 Penalty: 4029.725586
	Iteration 49Q: 3 clusters Score -420820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -420820.000000 Penalty: 4029.725586
	Iteration 50F: 3 clusters Score -420820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Entering Unmasked Estep 
Score: -1447435.500000 Penalty: 2331.151123
	Iteration 0F: 2 clusters Score -1447436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1438477.000000 Penalty: 4662.302246
	Iteration 0F: 3 clusters Score -1438477 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1441346.750000 Penalty: 4662.302246
	Iteration 1F: 3 clusters Score -1441347 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1441838.625000 Penalty: 4662.302246
	Iteration 2F: 3 clusters Score -1441839 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1442276.375000 Penalty: 4662.302246
	Iteration 3F: 3 clusters Score -1442276 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1442719.500000 Penalty: 4662.302246
	Iteration 4F: 3 clusters Score -1442720 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1443158.875000 Penalty: 4662.302246
	Iteration 5F: 3 clusters Score -1443159 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1443579.500000 Penalty: 4662.302246
	Iteration 6F: 3 clusters Score -1443580 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1443957.625000 Penalty: 4662.302246
	Iteration 7Q: 3 clusters Score -1443958 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1444300.000000 Penalty: 4662.302246
	Iteration 8Q: 3 clusters Score -1444300 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1444612.750000 Penalty: 4662.302246
	Iteration 9Q: 3 clusters Score -1444613 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1444863.250000 Penalty: 4662.302246
	Iteration 10Q: 3 clusters Score -1444863 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1445070.625000 Penalty: 4662.302246
	Iteration 11Q: 3 clusters Score -1445071 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1445241.500000 Penalty: 4662.302246
	Iteration 12Q: 3 clusters Score -1445242 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1445369.625000 Penalty: 4662.302246
	Iteration 13Q: 3 clusters Score -1445370 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1445486.875000 Penalty: 4662.302246
	Iteration 14Q: 3 clusters Score -1445487 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1445563.625000 Penalty: 4662.302246
	Iteration 15Q: 3 clusters Score -1445564 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1445609.750000 Penalty: 4662.302246
	Iteration 16Q: 3 clusters Score -1445610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1445636.125000 Penalty: 4662.302246
	Iteration 17Q: 3 clusters Score -1445636 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1445655.375000 Penalty: 4662.302246
	Iteration 18Q: 3 clusters Score -1445655 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1445675.250000 Penalty: 4662.302246
	Iteration 19Q: 3 clusters Score -1445675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1445689.875000 Penalty: 4662.302246
	Iteration 20F: 3 clusters Score -1445690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1445694.375000 Penalty: 4662.302246
	Iteration 21Q: 3 clusters Score -1445694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1445697.125000 Penalty: 4662.302246
	Iteration 22Q: 3 clusters Score -1445697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1445703.125000 Penalty: 4662.302246
	Iteration 23Q: 3 clusters Score -1445703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1445704.625000 Penalty: 4662.302246
	Iteration 24Q: 3 clusters Score -1445705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1445704.750000 Penalty: 4662.302246
	Iteration 25Q: 3 clusters Score -1445705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1445708.375000 Penalty: 4662.302246
	Iteration 26Q: 3 clusters Score -1445708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1445711.875000 Penalty: 4662.302246
	Iteration 27Q: 3 clusters Score -1445712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1445711.125000 Penalty: 4662.302246
	Iteration 28Q: 3 clusters Score -1445711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1445716.875000 Penalty: 4662.302246
	Iteration 29Q: 3 clusters Score -1445717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1445715.625000 Penalty: 4662.302246
	Iteration 30Q: 3 clusters Score -1445716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1445717.500000 Penalty: 4662.302246
	Iteration 31Q: 3 clusters Score -1445718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1445717.750000 Penalty: 4662.302246
	Iteration 32Q: 3 clusters Score -1445718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1445716.750000 Penalty: 4662.302246
	Iteration 33Q: 3 clusters Score -1445717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1445717.375000 Penalty: 4662.302246
	Iteration 34Q: 3 clusters Score -1445717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1445717.375000 Penalty: 4662.302246
	Iteration 35F: 3 clusters Score -1445717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -59266.429688 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -59266.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -57662.550781 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -57662.55 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58015.781250 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -58015.78 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58465.167969 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -58465.17 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -58656.207031 Penalty: 3176.172607
	Iteration 3F: 3 clusters Score -58656.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -58790.156250 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -58790.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -58862.589844 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -58862.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -58899.046875 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -58899.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -58917.527344 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -58917.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -58922.128906 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -58922.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -58925.343750 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -58925.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -58936.972656 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -58936.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -58953.171875 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -58953.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -58961.050781 Penalty: 3176.172607
	Iteration 12Q: 3 clusters Score -58961.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -58970.097656 Penalty: 3176.172607
	Iteration 13Q: 3 clusters Score -58970.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -58980.683594 Penalty: 3176.172607
	Iteration 14Q: 3 clusters Score -58980.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -58997.183594 Penalty: 3176.172607
	Iteration 15Q: 3 clusters Score -58997.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -59009.000000 Penalty: 3176.172607
	Iteration 16Q: 3 clusters Score -59009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -59025.332031 Penalty: 3176.172607
	Iteration 17Q: 3 clusters Score -59025.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -59034.023438 Penalty: 3176.172607
	Iteration 18Q: 3 clusters Score -59034.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59040.484375 Penalty: 3176.172607
	Iteration 19Q: 3 clusters Score -59040.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59042.242188 Penalty: 3176.172607
	Iteration 20F: 3 clusters Score -59042.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59043.792969 Penalty: 3176.172607
	Iteration 21Q: 3 clusters Score -59043.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59043.792969 Penalty: 3176.172607
	Iteration 22F: 3 clusters Score -59043.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -61719.035156 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -61719.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -60207.089844 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -60207.09 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60860.968750 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -60860.97 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61573.433594 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -61573.43 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62149.019531 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -62149.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -62523.574219 Penalty: 3232.031738
	Iteration 4F: 3 clusters Score -62523.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62688.695312 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -62688.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -62709.390625 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -62709.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62712.128906 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -62712.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62712.128906 Penalty: 3232.031738
	Iteration 8F: 3 clusters Score -62712.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 12086 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176671 members 
Mstep: Class 9 contains 112453 members 
Mstep: Class 10 contains 125932 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186180 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48579 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7601 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178001 members 
Mstep: Class 20 contains 68605 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
Score: -119273304.000000 Penalty: 75182.937500
Splitting cluster 6 changes total score from -119274200.000000 to -119273304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -79660.718750 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -79660.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -77980.343750 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -77980.34 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78298.296875 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -78298.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78416.578125 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -78416.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78464.742188 Penalty: 3275.556152
	Iteration 3Q: 3 clusters Score -78464.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78494.265625 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -78494.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -78512.109375 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -78512.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78520.390625 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -78520.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -78522.203125 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -78522.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -78522.203125 Penalty: 3275.556152
	Iteration 8F: 3 clusters Score -78522.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (176671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176671 members 
Entering Unmasked Estep 
Score: -22270112.000000 Penalty: 2996.347168
	Iteration 0F: 2 clusters Score -2.227011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 88529 members 
Entering Unmasked Estep 
Score: -22153234.000000 Penalty: 5992.694336
	Iteration 0F: 3 clusters Score -2.215323e+07 nChanged 84744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83590 members 
Mstep: Class 2 contains 93081 members 
Entering Unmasked Estep 
Score: -22202526.000000 Penalty: 5992.694336
	Iteration 1F: 3 clusters Score -2.220253e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 96245 members 
Entering Unmasked Estep 
Score: -22203942.000000 Penalty: 5992.694336
	Iteration 2Q: 3 clusters Score -2.220394e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75658 members 
Mstep: Class 2 contains 101013 members 
Entering Unmasked Estep 
Score: -22205960.000000 Penalty: 5992.694336
	Iteration 3Q: 3 clusters Score -2.220596e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68263 members 
Mstep: Class 2 contains 108408 members 
Entering Unmasked Estep 
Score: -22209666.000000 Penalty: 5992.694336
	Iteration 4Q: 3 clusters Score -2.220967e+07 nChanged 11623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Mstep: Class 2 contains 119037 members 
Entering Unmasked Estep 
Score: -22216926.000000 Penalty: 5992.694336
	Iteration 5F: 3 clusters Score -2.221693e+07 nChanged 14659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 133074 members 
Entering Unmasked Estep 
Score: -22228860.000000 Penalty: 5992.694336
	Iteration 6F: 3 clusters Score -2.222886e+07 nChanged 15534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 148184 members 
Entering Unmasked Estep 
Score: -22243924.000000 Penalty: 5992.694336
	Iteration 7F: 3 clusters Score -2.224392e+07 nChanged 12150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 160090 members 
Entering Unmasked Estep 
Score: -22256544.000000 Penalty: 5992.694336
	Iteration 8F: 3 clusters Score -2.225654e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 166967 members 
Entering Unmasked Estep 
Score: -22263020.000000 Penalty: 5992.694336
	Iteration 9Q: 3 clusters Score -2.226302e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 170352 members 
Entering Unmasked Estep 
Score: -22265772.000000 Penalty: 5992.694336
	Iteration 10Q: 3 clusters Score -2.226577e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 172108 members 
Entering Unmasked Estep 
Score: -22266912.000000 Penalty: 5992.694336
	Iteration 11Q: 3 clusters Score -2.226691e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 173141 members 
Entering Unmasked Estep 
Score: -22267424.000000 Penalty: 5992.694336
	Iteration 12Q: 3 clusters Score -2.226742e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 173810 members 
Entering Unmasked Estep 
Score: -22267702.000000 Penalty: 5992.694336
	Iteration 13Q: 3 clusters Score -2.22677e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 174261 members 
Entering Unmasked Estep 
Score: -22267872.000000 Penalty: 5992.694336
	Iteration 14Q: 3 clusters Score -2.226787e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 174558 members 
Entering Unmasked Estep 
Score: -22267956.000000 Penalty: 5992.694336
	Iteration 15Q: 3 clusters Score -2.226796e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 174783 members 
Entering Unmasked Estep 
Score: -22268050.000000 Penalty: 5992.694336
	Iteration 16Q: 3 clusters Score -2.226805e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 174963 members 
Entering Unmasked Estep 
Score: -22268074.000000 Penalty: 5992.694336
	Iteration 17Q: 3 clusters Score -2.226807e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 175094 members 
Entering Unmasked Estep 
Score: -22268122.000000 Penalty: 5992.694336
	Iteration 18Q: 3 clusters Score -2.226812e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 175197 members 
Entering Unmasked Estep 
Score: -22268150.000000 Penalty: 5992.694336
	Iteration 19Q: 3 clusters Score -2.226815e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 175274 members 
Entering Unmasked Estep 
Score: -22268162.000000 Penalty: 5992.694336
	Iteration 20F: 3 clusters Score -2.226816e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 175336 members 
Entering Unmasked Estep 
Score: -22268184.000000 Penalty: 5992.694336
	Iteration 21Q: 3 clusters Score -2.226818e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 175384 members 
Entering Unmasked Estep 
Score: -22268174.000000 Penalty: 5992.694336
	Iteration 22Q: 3 clusters Score -2.226817e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 175420 members 
Entering Unmasked Estep 
Score: -22268162.000000 Penalty: 5992.694336
	Iteration 23Q: 3 clusters Score -2.226816e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 175449 members 
Entering Unmasked Estep 
Score: -22268192.000000 Penalty: 5992.694336
	Iteration 24Q: 3 clusters Score -2.226819e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 175475 members 
Entering Unmasked Estep 
Score: -22268172.000000 Penalty: 5992.694336
	Iteration 25Q: 3 clusters Score -2.226817e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 175497 members 
Entering Unmasked Estep 
Score: -22268192.000000 Penalty: 5992.694336
	Iteration 26Q: 3 clusters Score -2.226819e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 175515 members 
Entering Unmasked Estep 
Score: -22268186.000000 Penalty: 5992.694336
	Iteration 27Q: 3 clusters Score -2.226819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 175524 members 
Entering Unmasked Estep 
Score: -22268184.000000 Penalty: 5992.694336
	Iteration 28Q: 3 clusters Score -2.226818e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 175537 members 
Entering Unmasked Estep 
Score: -22268196.000000 Penalty: 5992.694336
	Iteration 29Q: 3 clusters Score -2.22682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 175549 members 
Entering Unmasked Estep 
Score: -22268182.000000 Penalty: 5992.694336
	Iteration 30Q: 3 clusters Score -2.226818e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 175561 members 
Entering Unmasked Estep 
Score: -22268188.000000 Penalty: 5992.694336
	Iteration 31Q: 3 clusters Score -2.226819e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 175573 members 
Entering Unmasked Estep 
Score: -22268198.000000 Penalty: 5992.694336
	Iteration 32Q: 3 clusters Score -2.22682e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 175591 members 
Entering Unmasked Estep 
Score: -22268200.000000 Penalty: 5992.694336
	Iteration 33Q: 3 clusters Score -2.22682e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 175606 members 
Entering Unmasked Estep 
Score: -22268196.000000 Penalty: 5992.694336
	Iteration 34Q: 3 clusters Score -2.22682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 175621 members 
Entering Unmasked Estep 
Score: -22268212.000000 Penalty: 5992.694336
	Iteration 35Q: 3 clusters Score -2.226821e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 175632 members 
Entering Unmasked Estep 
Score: -22268208.000000 Penalty: 5992.694336
	Iteration 36Q: 3 clusters Score -2.226821e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 175647 members 
Entering Unmasked Estep 
Score: -22268234.000000 Penalty: 5992.694336
	Iteration 37Q: 3 clusters Score -2.226823e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 175661 members 
Entering Unmasked Estep 
Score: -22268244.000000 Penalty: 5992.694336
	Iteration 38Q: 3 clusters Score -2.226824e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 175672 members 
Entering Unmasked Estep 
Score: -22268250.000000 Penalty: 5992.694336
	Iteration 39Q: 3 clusters Score -2.226825e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 175683 members 
Entering Unmasked Estep 
Score: -22268258.000000 Penalty: 5992.694336
	Iteration 40F: 3 clusters Score -2.226826e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 175695 members 
Entering Unmasked Estep 
Score: -22268282.000000 Penalty: 5992.694336
	Iteration 41Q: 3 clusters Score -2.226828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 175704 members 
Entering Unmasked Estep 
Score: -22268278.000000 Penalty: 5992.694336
	Iteration 42Q: 3 clusters Score -2.226828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 175711 members 
Entering Unmasked Estep 
Score: -22268266.000000 Penalty: 5992.694336
	Iteration 43Q: 3 clusters Score -2.226827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 175717 members 
Entering Unmasked Estep 
Score: -22268276.000000 Penalty: 5992.694336
	Iteration 44Q: 3 clusters Score -2.226828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 175718 members 
Entering Unmasked Estep 
Score: -22268274.000000 Penalty: 5992.694336
	Iteration 45Q: 3 clusters Score -2.226827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 175719 members 
Entering Unmasked Estep 
Score: -22268288.000000 Penalty: 5992.694336
	Iteration 46Q: 3 clusters Score -2.226829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 175720 members 
Entering Unmasked Estep 
Score: -22268292.000000 Penalty: 5992.694336
	Iteration 47Q: 3 clusters Score -2.226829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 175723 members 
Entering Unmasked Estep 
Score: -22268286.000000 Penalty: 5992.694336
	Iteration 48Q: 3 clusters Score -2.226829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 175726 members 
Entering Unmasked Estep 
Score: -22268298.000000 Penalty: 5992.694336
	Iteration 49Q: 3 clusters Score -2.22683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 175728 members 
Entering Unmasked Estep 
Score: -22268292.000000 Penalty: 5992.694336
	Iteration 50Q: 3 clusters Score -2.226829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 175727 members 
Entering Unmasked Estep 
Score: -22268290.000000 Penalty: 5992.694336
	Iteration 51Q: 3 clusters Score -2.226829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 175730 members 
Entering Unmasked Estep 
Score: -22268304.000000 Penalty: 5992.694336
	Iteration 52Q: 3 clusters Score -2.22683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 175733 members 
Entering Unmasked Estep 
Score: -22268288.000000 Penalty: 5992.694336
	Iteration 53Q: 3 clusters Score -2.226829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 175737 members 
Entering Unmasked Estep 
Score: -22268296.000000 Penalty: 5992.694336
	Iteration 54Q: 3 clusters Score -2.22683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 175740 members 
Entering Unmasked Estep 
Score: -22268284.000000 Penalty: 5992.694336
	Iteration 55Q: 3 clusters Score -2.226828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 175742 members 
Entering Unmasked Estep 
Score: -22268272.000000 Penalty: 5992.694336
	Iteration 56Q: 3 clusters Score -2.226827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 175743 members 
Entering Unmasked Estep 
Score: -22268278.000000 Penalty: 5992.694336
	Iteration 57Q: 3 clusters Score -2.226828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 175743 members 
Entering Unmasked Estep 
Score: -22268278.000000 Penalty: 5992.694336
	Iteration 58F: 3 clusters Score -2.226828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (112453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112453 members 
Entering Unmasked Estep 
Score: -14217527.000000 Penalty: 2884.312256
	Iteration 0F: 2 clusters Score -1.421753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 56108 members 
Entering Unmasked Estep 
Score: -14142265.000000 Penalty: 5768.624512
	Iteration 0F: 3 clusters Score -1.414226e+07 nChanged 53577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 54297 members 
Entering Unmasked Estep 
Score: -14172755.000000 Penalty: 5768.624512
	Iteration 1F: 3 clusters Score -1.417276e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -14173487.000000 Penalty: 5768.624512
	Iteration 2Q: 3 clusters Score -1.417349e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61427 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -14174255.000000 Penalty: 5768.624512
	Iteration 3Q: 3 clusters Score -1.417426e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64300 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -14175378.000000 Penalty: 5768.624512
	Iteration 4Q: 3 clusters Score -1.417538e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68443 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -14177131.000000 Penalty: 5768.624512
	Iteration 5Q: 3 clusters Score -1.417713e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74390 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -14180355.000000 Penalty: 5768.624512
	Iteration 6F: 3 clusters Score -1.418036e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82636 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -14186213.000000 Penalty: 5768.624512
	Iteration 7F: 3 clusters Score -1.418621e+07 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92588 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -14195217.000000 Penalty: 5768.624512
	Iteration 8F: 3 clusters Score -1.419522e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102010 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -14204748.000000 Penalty: 5768.624512
	Iteration 9F: 3 clusters Score -1.420475e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108225 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -14211020.000000 Penalty: 5768.624512
	Iteration 10F: 3 clusters Score -1.421102e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110908 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -14213497.000000 Penalty: 5768.624512
	Iteration 11Q: 3 clusters Score -1.42135e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111794 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -14214390.000000 Penalty: 5768.624512
	Iteration 12Q: 3 clusters Score -1.421439e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112045 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -14214651.000000 Penalty: 5768.624512
	Iteration 13Q: 3 clusters Score -1.421465e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112125 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -14214745.000000 Penalty: 5768.624512
	Iteration 14Q: 3 clusters Score -1.421474e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112157 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -14214823.000000 Penalty: 5768.624512
	Iteration 15Q: 3 clusters Score -1.421482e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112178 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -14214861.000000 Penalty: 5768.624512
	Iteration 16Q: 3 clusters Score -1.421486e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112192 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -14214897.000000 Penalty: 5768.624512
	Iteration 17Q: 3 clusters Score -1.42149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112195 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -14214910.000000 Penalty: 5768.624512
	Iteration 18Q: 3 clusters Score -1.421491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112197 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -14214913.000000 Penalty: 5768.624512
	Iteration 19Q: 3 clusters Score -1.421491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112196 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -14214913.000000 Penalty: 5768.624512
	Iteration 20F: 3 clusters Score -1.421491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112198 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -14214911.000000 Penalty: 5768.624512
	Iteration 21Q: 3 clusters Score -1.421491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112198 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -14214919.000000 Penalty: 5768.624512
	Iteration 22Q: 3 clusters Score -1.421492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112198 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -14214927.000000 Penalty: 5768.624512
	Iteration 23Q: 3 clusters Score -1.421493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112200 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -14214931.000000 Penalty: 5768.624512
	Iteration 24Q: 3 clusters Score -1.421493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112201 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -14214937.000000 Penalty: 5768.624512
	Iteration 25Q: 3 clusters Score -1.421494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112202 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -14214941.000000 Penalty: 5768.624512
	Iteration 26Q: 3 clusters Score -1.421494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112202 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -14214941.000000 Penalty: 5768.624512
	Iteration 27F: 3 clusters Score -1.421494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (125932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125932 members 
Entering Unmasked Estep 
Score: -15948660.000000 Penalty: 2912.387207
	Iteration 0F: 2 clusters Score -1.594866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63147 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -15864231.000000 Penalty: 5824.774414
	Iteration 0F: 3 clusters Score -1.586423e+07 nChanged 60082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65499 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -15898939.000000 Penalty: 5824.774414
	Iteration 1F: 3 clusters Score -1.589894e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67123 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -15899836.000000 Penalty: 5824.774414
	Iteration 2Q: 3 clusters Score -1.589984e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -15900902.000000 Penalty: 5824.774414
	Iteration 3Q: 3 clusters Score -1.59009e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73507 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -15902697.000000 Penalty: 5824.774414
	Iteration 4Q: 3 clusters Score -1.59027e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79059 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -15905904.000000 Penalty: 5824.774414
	Iteration 5F: 3 clusters Score -1.59059e+07 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86922 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -15911572.000000 Penalty: 5824.774414
	Iteration 6F: 3 clusters Score -1.591157e+07 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96772 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -15920510.000000 Penalty: 5824.774414
	Iteration 7F: 3 clusters Score -1.592051e+07 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106664 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -15930187.000000 Penalty: 5824.774414
	Iteration 8F: 3 clusters Score -1.593019e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114185 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -15937708.000000 Penalty: 5824.774414
	Iteration 9F: 3 clusters Score -1.593771e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118559 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -15941861.000000 Penalty: 5824.774414
	Iteration 10Q: 3 clusters Score -1.594186e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120866 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -15943954.000000 Penalty: 5824.774414
	Iteration 11Q: 3 clusters Score -1.594395e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122132 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -15944998.000000 Penalty: 5824.774414
	Iteration 12Q: 3 clusters Score -1.5945e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122869 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -15945437.000000 Penalty: 5824.774414
	Iteration 13Q: 3 clusters Score -1.594544e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123342 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -15945743.000000 Penalty: 5824.774414
	Iteration 14Q: 3 clusters Score -1.594574e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123636 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -15945914.000000 Penalty: 5824.774414
	Iteration 15Q: 3 clusters Score -1.594591e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123855 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -15945996.000000 Penalty: 5824.774414
	Iteration 16Q: 3 clusters Score -1.5946e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124026 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -15946094.000000 Penalty: 5824.774414
	Iteration 17Q: 3 clusters Score -1.594609e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124165 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -15946177.000000 Penalty: 5824.774414
	Iteration 18Q: 3 clusters Score -1.594618e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124271 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -15946219.000000 Penalty: 5824.774414
	Iteration 19Q: 3 clusters Score -1.594622e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124365 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -15946237.000000 Penalty: 5824.774414
	Iteration 20F: 3 clusters Score -1.594624e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124441 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -15946288.000000 Penalty: 5824.774414
	Iteration 21Q: 3 clusters Score -1.594629e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124501 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -15946285.000000 Penalty: 5824.774414
	Iteration 22Q: 3 clusters Score -1.594628e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124550 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -15946329.000000 Penalty: 5824.774414
	Iteration 23Q: 3 clusters Score -1.594633e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124590 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -15946352.000000 Penalty: 5824.774414
	Iteration 24Q: 3 clusters Score -1.594635e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124623 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -15946366.000000 Penalty: 5824.774414
	Iteration 25Q: 3 clusters Score -1.594637e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124649 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -15946396.000000 Penalty: 5824.774414
	Iteration 26Q: 3 clusters Score -1.59464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124663 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -15946394.000000 Penalty: 5824.774414
	Iteration 27Q: 3 clusters Score -1.594639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124674 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -15946373.000000 Penalty: 5824.774414
	Iteration 28Q: 3 clusters Score -1.594637e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124689 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -15946389.000000 Penalty: 5824.774414
	Iteration 29Q: 3 clusters Score -1.594639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124707 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -15946396.000000 Penalty: 5824.774414
	Iteration 30Q: 3 clusters Score -1.59464e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124726 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -15946401.000000 Penalty: 5824.774414
	Iteration 31Q: 3 clusters Score -1.59464e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124746 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -15946396.000000 Penalty: 5824.774414
	Iteration 32Q: 3 clusters Score -1.59464e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124768 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -15946392.000000 Penalty: 5824.774414
	Iteration 33Q: 3 clusters Score -1.594639e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124786 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -15946399.000000 Penalty: 5824.774414
	Iteration 34Q: 3 clusters Score -1.59464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124800 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -15946378.000000 Penalty: 5824.774414
	Iteration 35Q: 3 clusters Score -1.594638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124812 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -15946387.000000 Penalty: 5824.774414
	Iteration 36Q: 3 clusters Score -1.594639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124823 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -15946382.000000 Penalty: 5824.774414
	Iteration 37Q: 3 clusters Score -1.594638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124837 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -15946397.000000 Penalty: 5824.774414
	Iteration 38Q: 3 clusters Score -1.59464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124845 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -15946393.000000 Penalty: 5824.774414
	Iteration 39Q: 3 clusters Score -1.594639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124851 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -15946392.000000 Penalty: 5824.774414
	Iteration 40F: 3 clusters Score -1.594639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124853 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -15946405.000000 Penalty: 5824.774414
	Iteration 41Q: 3 clusters Score -1.59464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124860 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -15946405.000000 Penalty: 5824.774414
	Iteration 42Q: 3 clusters Score -1.59464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124866 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -15946402.000000 Penalty: 5824.774414
	Iteration 43Q: 3 clusters Score -1.59464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124871 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -15946414.000000 Penalty: 5824.774414
	Iteration 44Q: 3 clusters Score -1.594641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124873 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -15946414.000000 Penalty: 5824.774414
	Iteration 45Q: 3 clusters Score -1.594641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124877 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -15946431.000000 Penalty: 5824.774414
	Iteration 46Q: 3 clusters Score -1.594643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124881 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -15946428.000000 Penalty: 5824.774414
	Iteration 47Q: 3 clusters Score -1.594643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124891 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -15946421.000000 Penalty: 5824.774414
	Iteration 48Q: 3 clusters Score -1.594642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124895 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -15946434.000000 Penalty: 5824.774414
	Iteration 49Q: 3 clusters Score -1.594643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124903 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -15946425.000000 Penalty: 5824.774414
	Iteration 50Q: 3 clusters Score -1.594642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124906 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -15946424.000000 Penalty: 5824.774414
	Iteration 51Q: 3 clusters Score -1.594642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124906 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -15946428.000000 Penalty: 5824.774414
	Iteration 52Q: 3 clusters Score -1.594643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124906 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -15946428.000000 Penalty: 5824.774414
	Iteration 53F: 3 clusters Score -1.594643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -75501.640625 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -75501.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -73767.820312 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -73767.82 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -74148.906250 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -74148.91 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -74685.687500 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -74685.69 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -75411.117188 Penalty: 3270.829102
	Iteration 3F: 3 clusters Score -75411.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -75882.757812 Penalty: 3270.829102
	Iteration 4F: 3 clusters Score -75882.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76054.164062 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -76054.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -76127.218750 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -76127.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -76215.640625 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -76215.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76276.671875 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -76276.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76340.476562 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -76340.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -76419.539062 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -76419.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -76466.437500 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -76466.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -76466.437500 Penalty: 3270.829102
	Iteration 12F: 3 clusters Score -76466.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 12086 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176671 members 
Mstep: Class 9 contains 112453 members 
Mstep: Class 10 contains 125932 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186180 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48579 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7601 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178001 members 
Mstep: Class 20 contains 68605 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 355 members 
Entering Unmasked Estep 
Score: -119273464.000000 Penalty: 75182.937500
Splitting cluster 11 changes total score from -119274200.000000 to -119273464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -147533.968750 Penalty: 1762.438232
	Iteration 0F: 2 clusters Score -147534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -145423.968750 Penalty: 3524.876465
	Iteration 0F: 3 clusters Score -145424 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -145732.390625 Penalty: 3524.876465
	Iteration 1F: 3 clusters Score -145732.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -145824.140625 Penalty: 3524.876465
	Iteration 2F: 3 clusters Score -145824.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -145863.125000 Penalty: 3524.876465
	Iteration 3Q: 3 clusters Score -145863.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -145890.750000 Penalty: 3524.876465
	Iteration 4Q: 3 clusters Score -145890.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -145917.140625 Penalty: 3524.876465
	Iteration 5Q: 3 clusters Score -145917.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -145931.875000 Penalty: 3524.876465
	Iteration 6Q: 3 clusters Score -145931.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -145941.203125 Penalty: 3524.876465
	Iteration 7Q: 3 clusters Score -145941.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -145950.828125 Penalty: 3524.876465
	Iteration 8Q: 3 clusters Score -145950.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -145957.250000 Penalty: 3524.876465
	Iteration 9Q: 3 clusters Score -145957.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -145959.500000 Penalty: 3524.876465
	Iteration 10Q: 3 clusters Score -145959.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -145959.500000 Penalty: 3524.876465
	Iteration 11F: 3 clusters Score -145959.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (186180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186180 members 
Entering Unmasked Estep 
Score: -23414904.000000 Penalty: 3009.348389
	Iteration 0F: 2 clusters Score -2.34149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93310 members 
Mstep: Class 2 contains 92870 members 
Entering Unmasked Estep 
Score: -23293034.000000 Penalty: 6018.696777
	Iteration 0F: 3 clusters Score -2.329303e+07 nChanged 89292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96276 members 
Mstep: Class 2 contains 89904 members 
Entering Unmasked Estep 
Score: -23344272.000000 Penalty: 6018.696777
	Iteration 1F: 3 clusters Score -2.334427e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98044 members 
Mstep: Class 2 contains 88136 members 
Entering Unmasked Estep 
Score: -23345434.000000 Penalty: 6018.696777
	Iteration 2Q: 3 clusters Score -2.334543e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100734 members 
Mstep: Class 2 contains 85446 members 
Entering Unmasked Estep 
Score: -23346354.000000 Penalty: 6018.696777
	Iteration 3Q: 3 clusters Score -2.334635e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104869 members 
Mstep: Class 2 contains 81311 members 
Entering Unmasked Estep 
Score: -23348022.000000 Penalty: 6018.696777
	Iteration 4Q: 3 clusters Score -2.334802e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111233 members 
Mstep: Class 2 contains 74947 members 
Entering Unmasked Estep 
Score: -23350734.000000 Penalty: 6018.696777
	Iteration 5Q: 3 clusters Score -2.335073e+07 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120520 members 
Mstep: Class 2 contains 65660 members 
Entering Unmasked Estep 
Score: -23355802.000000 Penalty: 6018.696777
	Iteration 6F: 3 clusters Score -2.33558e+07 nChanged 13124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133598 members 
Mstep: Class 2 contains 52582 members 
Entering Unmasked Estep 
Score: -23364900.000000 Penalty: 6018.696777
	Iteration 7F: 3 clusters Score -2.33649e+07 nChanged 16432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150022 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -23379352.000000 Penalty: 6018.696777
	Iteration 8F: 3 clusters Score -2.337935e+07 nChanged 16486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166506 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -23394976.000000 Penalty: 6018.696777
	Iteration 9F: 3 clusters Score -2.339498e+07 nChanged 11364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177870 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -23405386.000000 Penalty: 6018.696777
	Iteration 10F: 3 clusters Score -2.340539e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183107 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -23409696.000000 Penalty: 6018.696777
	Iteration 11Q: 3 clusters Score -2.34097e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184979 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -23411226.000000 Penalty: 6018.696777
	Iteration 12Q: 3 clusters Score -2.341123e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185510 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -23411770.000000 Penalty: 6018.696777
	Iteration 13Q: 3 clusters Score -2.341177e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185676 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -23411956.000000 Penalty: 6018.696777
	Iteration 14Q: 3 clusters Score -2.341196e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185736 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -23412056.000000 Penalty: 6018.696777
	Iteration 15Q: 3 clusters Score -2.341206e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185774 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -23412126.000000 Penalty: 6018.696777
	Iteration 16Q: 3 clusters Score -2.341213e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185790 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -23412164.000000 Penalty: 6018.696777
	Iteration 17Q: 3 clusters Score -2.341216e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185807 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -23412160.000000 Penalty: 6018.696777
	Iteration 18Q: 3 clusters Score -2.341216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185817 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -23412190.000000 Penalty: 6018.696777
	Iteration 19Q: 3 clusters Score -2.341219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185814 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -23412206.000000 Penalty: 6018.696777
	Iteration 20F: 3 clusters Score -2.341221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185814 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -23412214.000000 Penalty: 6018.696777
	Iteration 21Q: 3 clusters Score -2.341221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185816 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -23412222.000000 Penalty: 6018.696777
	Iteration 22Q: 3 clusters Score -2.341222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185818 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -23412218.000000 Penalty: 6018.696777
	Iteration 23Q: 3 clusters Score -2.341222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185820 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -23412218.000000 Penalty: 6018.696777
	Iteration 24Q: 3 clusters Score -2.341222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185823 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -23412246.000000 Penalty: 6018.696777
	Iteration 25Q: 3 clusters Score -2.341225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185825 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23412232.000000 Penalty: 6018.696777
	Iteration 26Q: 3 clusters Score -2.341223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185824 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -23412240.000000 Penalty: 6018.696777
	Iteration 27Q: 3 clusters Score -2.341224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185825 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23412244.000000 Penalty: 6018.696777
	Iteration 28Q: 3 clusters Score -2.341224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185827 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -23412268.000000 Penalty: 6018.696777
	Iteration 29Q: 3 clusters Score -2.341227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185828 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -23412260.000000 Penalty: 6018.696777
	Iteration 30Q: 3 clusters Score -2.341226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185827 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -23412266.000000 Penalty: 6018.696777
	Iteration 31Q: 3 clusters Score -2.341227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185827 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -23412260.000000 Penalty: 6018.696777
	Iteration 32Q: 3 clusters Score -2.341226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185825 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23412264.000000 Penalty: 6018.696777
	Iteration 33Q: 3 clusters Score -2.341226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185825 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23412264.000000 Penalty: 6018.696777
	Iteration 34F: 3 clusters Score -2.341226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -175762.093750 Penalty: 1806.975586
	Iteration 0F: 2 clusters Score -175762.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -173496.562500 Penalty: 3613.951172
	Iteration 0F: 3 clusters Score -173496.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -173853.640625 Penalty: 3613.951172
	Iteration 1F: 3 clusters Score -173853.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -173950.109375 Penalty: 3613.951172
	Iteration 2F: 3 clusters Score -173950.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -173995.703125 Penalty: 3613.951172
	Iteration 3Q: 3 clusters Score -173995.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -174028.390625 Penalty: 3613.951172
	Iteration 4Q: 3 clusters Score -174028.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -174047.843750 Penalty: 3613.951172
	Iteration 5Q: 3 clusters Score -174047.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -174059.625000 Penalty: 3613.951172
	Iteration 6Q: 3 clusters Score -174059.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -174065.984375 Penalty: 3613.951172
	Iteration 7Q: 3 clusters Score -174066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -174071.171875 Penalty: 3613.951172
	Iteration 8Q: 3 clusters Score -174071.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -174074.593750 Penalty: 3613.951172
	Iteration 9Q: 3 clusters Score -174074.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -174077.640625 Penalty: 3613.951172
	Iteration 10Q: 3 clusters Score -174077.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -174081.093750 Penalty: 3613.951172
	Iteration 11Q: 3 clusters Score -174081.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -174084.718750 Penalty: 3613.951172
	Iteration 12Q: 3 clusters Score -174084.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -174089.000000 Penalty: 3613.951172
	Iteration 13Q: 3 clusters Score -174089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -174093.265625 Penalty: 3613.951172
	Iteration 14Q: 3 clusters Score -174093.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -174097.375000 Penalty: 3613.951172
	Iteration 15Q: 3 clusters Score -174097.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -174098.187500 Penalty: 3613.951172
	Iteration 16Q: 3 clusters Score -174098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -174098.718750 Penalty: 3613.951172
	Iteration 17Q: 3 clusters Score -174098.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -174098.718750 Penalty: 3613.951172
	Iteration 18F: 3 clusters Score -174098.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Entering Unmasked Estep 
Score: -6173575.500000 Penalty: 2676.154785
	Iteration 0F: 2 clusters Score -6173576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -6140767.000000 Penalty: 5352.309570
	Iteration 0F: 3 clusters Score -6140767 nChanged 22426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -6153011.000000 Penalty: 5352.309570
	Iteration 1F: 3 clusters Score -6153011 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -6153593.000000 Penalty: 5352.309570
	Iteration 2Q: 3 clusters Score -6153593 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -6154290.000000 Penalty: 5352.309570
	Iteration 3Q: 3 clusters Score -6154290 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -6155062.000000 Penalty: 5352.309570
	Iteration 4Q: 3 clusters Score -6155062 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -6156060.500000 Penalty: 5352.309570
	Iteration 5Q: 3 clusters Score -6156060 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -6157235.000000 Penalty: 5352.309570
	Iteration 6Q: 3 clusters Score -6157235 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -6158676.500000 Penalty: 5352.309570
	Iteration 7F: 3 clusters Score -6158676 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -6160305.000000 Penalty: 5352.309570
	Iteration 8F: 3 clusters Score -6160305 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -6161896.500000 Penalty: 5352.309570
	Iteration 9F: 3 clusters Score -6161896 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -6163396.500000 Penalty: 5352.309570
	Iteration 10F: 3 clusters Score -6163396 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -6164644.000000 Penalty: 5352.309570
	Iteration 11Q: 3 clusters Score -6164644 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -6165622.500000 Penalty: 5352.309570
	Iteration 12Q: 3 clusters Score -6165622 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -6166377.500000 Penalty: 5352.309570
	Iteration 13Q: 3 clusters Score -6166378 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -6166877.500000 Penalty: 5352.309570
	Iteration 14Q: 3 clusters Score -6166878 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -6167230.500000 Penalty: 5352.309570
	Iteration 15Q: 3 clusters Score -6167230 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -6167489.000000 Penalty: 5352.309570
	Iteration 16Q: 3 clusters Score -6167489 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -6167666.000000 Penalty: 5352.309570
	Iteration 17Q: 3 clusters Score -6167666 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -6167840.500000 Penalty: 5352.309570
	Iteration 18Q: 3 clusters Score -6167840 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -6168034.500000 Penalty: 5352.309570
	Iteration 19Q: 3 clusters Score -6168034 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -6168187.000000 Penalty: 5352.309570
	Iteration 20F: 3 clusters Score -6168187 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -6168366.500000 Penalty: 5352.309570
	Iteration 21Q: 3 clusters Score -6168366 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -6168577.500000 Penalty: 5352.309570
	Iteration 22Q: 3 clusters Score -6168578 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -6168724.000000 Penalty: 5352.309570
	Iteration 23Q: 3 clusters Score -6168724 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -6168920.500000 Penalty: 5352.309570
	Iteration 24Q: 3 clusters Score -6168920 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -6169113.500000 Penalty: 5352.309570
	Iteration 25Q: 3 clusters Score -6169114 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -6169341.500000 Penalty: 5352.309570
	Iteration 26Q: 3 clusters Score -6169342 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -6169570.500000 Penalty: 5352.309570
	Iteration 27Q: 3 clusters Score -6169570 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -6169794.000000 Penalty: 5352.309570
	Iteration 28Q: 3 clusters Score -6169794 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -6170025.000000 Penalty: 5352.309570
	Iteration 29Q: 3 clusters Score -6170025 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -6170267.000000 Penalty: 5352.309570
	Iteration 30Q: 3 clusters Score -6170267 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -6170475.500000 Penalty: 5352.309570
	Iteration 31Q: 3 clusters Score -6170476 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -6170705.500000 Penalty: 5352.309570
	Iteration 32Q: 3 clusters Score -6170706 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -6170885.500000 Penalty: 5352.309570
	Iteration 33Q: 3 clusters Score -6170886 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -6171077.500000 Penalty: 5352.309570
	Iteration 34Q: 3 clusters Score -6171078 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -6171283.500000 Penalty: 5352.309570
	Iteration 35Q: 3 clusters Score -6171284 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -6171424.000000 Penalty: 5352.309570
	Iteration 36Q: 3 clusters Score -6171424 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -6171557.000000 Penalty: 5352.309570
	Iteration 37Q: 3 clusters Score -6171557 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -6171678.500000 Penalty: 5352.309570
	Iteration 38Q: 3 clusters Score -6171678 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -6171759.500000 Penalty: 5352.309570
	Iteration 39Q: 3 clusters Score -6171760 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -6171849.000000 Penalty: 5352.309570
	Iteration 40F: 3 clusters Score -6171849 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -6171933.500000 Penalty: 5352.309570
	Iteration 41Q: 3 clusters Score -6171934 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -6171970.000000 Penalty: 5352.309570
	Iteration 42Q: 3 clusters Score -6171970 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -6172001.000000 Penalty: 5352.309570
	Iteration 43Q: 3 clusters Score -6172001 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -6172040.500000 Penalty: 5352.309570
	Iteration 44Q: 3 clusters Score -6172040 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -6172079.000000 Penalty: 5352.309570
	Iteration 45Q: 3 clusters Score -6172079 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -6172100.500000 Penalty: 5352.309570
	Iteration 46Q: 3 clusters Score -6172100 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -6172120.000000 Penalty: 5352.309570
	Iteration 47Q: 3 clusters Score -6172120 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -6172137.000000 Penalty: 5352.309570
	Iteration 48Q: 3 clusters Score -6172137 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -6172153.500000 Penalty: 5352.309570
	Iteration 49Q: 3 clusters Score -6172154 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -6172174.500000 Penalty: 5352.309570
	Iteration 50Q: 3 clusters Score -6172174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -6172186.500000 Penalty: 5352.309570
	Iteration 51Q: 3 clusters Score -6172186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -6172185.000000 Penalty: 5352.309570
	Iteration 52Q: 3 clusters Score -6172185 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -6172188.500000 Penalty: 5352.309570
	Iteration 53Q: 3 clusters Score -6172188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -6172212.000000 Penalty: 5352.309570
	Iteration 54Q: 3 clusters Score -6172212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -6172233.500000 Penalty: 5352.309570
	Iteration 55Q: 3 clusters Score -6172234 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -6172241.000000 Penalty: 5352.309570
	Iteration 56Q: 3 clusters Score -6172241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -6172244.500000 Penalty: 5352.309570
	Iteration 57Q: 3 clusters Score -6172244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -6172256.000000 Penalty: 5352.309570
	Iteration 58Q: 3 clusters Score -6172256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -6172267.500000 Penalty: 5352.309570
	Iteration 59Q: 3 clusters Score -6172268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -6172269.000000 Penalty: 5352.309570
	Iteration 60F: 3 clusters Score -6172269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -6172266.000000 Penalty: 5352.309570
	Iteration 61Q: 3 clusters Score -6172266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -6172271.500000 Penalty: 5352.309570
	Iteration 62Q: 3 clusters Score -6172272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -6172274.000000 Penalty: 5352.309570
	Iteration 63Q: 3 clusters Score -6172274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -6172275.000000 Penalty: 5352.309570
	Iteration 64Q: 3 clusters Score -6172275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -6172279.000000 Penalty: 5352.309570
	Iteration 65Q: 3 clusters Score -6172279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -6172281.000000 Penalty: 5352.309570
	Iteration 66Q: 3 clusters Score -6172281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -6172277.500000 Penalty: 5352.309570
	Iteration 67Q: 3 clusters Score -6172278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -6172283.000000 Penalty: 5352.309570
	Iteration 68Q: 3 clusters Score -6172283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -6172285.500000 Penalty: 5352.309570
	Iteration 69Q: 3 clusters Score -6172286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -6172291.000000 Penalty: 5352.309570
	Iteration 70Q: 3 clusters Score -6172291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -6172285.500000 Penalty: 5352.309570
	Iteration 71Q: 3 clusters Score -6172286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -6172287.500000 Penalty: 5352.309570
	Iteration 72Q: 3 clusters Score -6172288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -6172278.000000 Penalty: 5352.309570
	Iteration 73Q: 3 clusters Score -6172278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -6172279.500000 Penalty: 5352.309570
	Iteration 74Q: 3 clusters Score -6172280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -6172281.500000 Penalty: 5352.309570
	Iteration 75Q: 3 clusters Score -6172282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -6172286.000000 Penalty: 5352.309570
	Iteration 76Q: 3 clusters Score -6172286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -6172279.000000 Penalty: 5352.309570
	Iteration 77Q: 3 clusters Score -6172279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -6172279.000000 Penalty: 5352.309570
	Iteration 78F: 3 clusters Score -6172279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -291197.187500 Penalty: 1931.476440
	Iteration 0F: 2 clusters Score -291197.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -288252.781250 Penalty: 3862.952881
	Iteration 0F: 3 clusters Score -288252.8 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -288792.000000 Penalty: 3862.952881
	Iteration 1F: 3 clusters Score -288792 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -288964.000000 Penalty: 3862.952881
	Iteration 2F: 3 clusters Score -288964 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -289058.375000 Penalty: 3862.952881
	Iteration 3F: 3 clusters Score -289058.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -289099.562500 Penalty: 3862.952881
	Iteration 4Q: 3 clusters Score -289099.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -289140.687500 Penalty: 3862.952881
	Iteration 5Q: 3 clusters Score -289140.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -289169.468750 Penalty: 3862.952881
	Iteration 6Q: 3 clusters Score -289169.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -289191.187500 Penalty: 3862.952881
	Iteration 7Q: 3 clusters Score -289191.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -289216.781250 Penalty: 3862.952881
	Iteration 8Q: 3 clusters Score -289216.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -289233.468750 Penalty: 3862.952881
	Iteration 9Q: 3 clusters Score -289233.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -289248.000000 Penalty: 3862.952881
	Iteration 10Q: 3 clusters Score -289248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -289254.687500 Penalty: 3862.952881
	Iteration 11Q: 3 clusters Score -289254.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -289260.500000 Penalty: 3862.952881
	Iteration 12Q: 3 clusters Score -289260.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -289266.437500 Penalty: 3862.952881
	Iteration 13Q: 3 clusters Score -289266.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -289269.468750 Penalty: 3862.952881
	Iteration 14Q: 3 clusters Score -289269.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -289273.468750 Penalty: 3862.952881
	Iteration 15Q: 3 clusters Score -289273.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -289281.281250 Penalty: 3862.952881
	Iteration 16Q: 3 clusters Score -289281.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -289291.562500 Penalty: 3862.952881
	Iteration 17Q: 3 clusters Score -289291.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -289308.875000 Penalty: 3862.952881
	Iteration 18Q: 3 clusters Score -289308.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -289323.437500 Penalty: 3862.952881
	Iteration 19Q: 3 clusters Score -289323.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -289337.718750 Penalty: 3862.952881
	Iteration 20F: 3 clusters Score -289337.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -289349.593750 Penalty: 3862.952881
	Iteration 21Q: 3 clusters Score -289349.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -289359.656250 Penalty: 3862.952881
	Iteration 22Q: 3 clusters Score -289359.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -289368.468750 Penalty: 3862.952881
	Iteration 23Q: 3 clusters Score -289368.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -289381.718750 Penalty: 3862.952881
	Iteration 24Q: 3 clusters Score -289381.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -289396.343750 Penalty: 3862.952881
	Iteration 25Q: 3 clusters Score -289396.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -289406.125000 Penalty: 3862.952881
	Iteration 26Q: 3 clusters Score -289406.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -289412.906250 Penalty: 3862.952881
	Iteration 27Q: 3 clusters Score -289412.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -289416.625000 Penalty: 3862.952881
	Iteration 28Q: 3 clusters Score -289416.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -289420.593750 Penalty: 3862.952881
	Iteration 29Q: 3 clusters Score -289420.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -289426.937500 Penalty: 3862.952881
	Iteration 30Q: 3 clusters Score -289426.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -289429.093750 Penalty: 3862.952881
	Iteration 31Q: 3 clusters Score -289429.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -289431.156250 Penalty: 3862.952881
	Iteration 32Q: 3 clusters Score -289431.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -289432.468750 Penalty: 3862.952881
	Iteration 33Q: 3 clusters Score -289432.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -289433.875000 Penalty: 3862.952881
	Iteration 34Q: 3 clusters Score -289433.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -289434.937500 Penalty: 3862.952881
	Iteration 35Q: 3 clusters Score -289434.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -289436.187500 Penalty: 3862.952881
	Iteration 36Q: 3 clusters Score -289436.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -289437.250000 Penalty: 3862.952881
	Iteration 37Q: 3 clusters Score -289437.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -289437.250000 Penalty: 3862.952881
	Iteration 38Q: 3 clusters Score -289437.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -289437.250000 Penalty: 3862.952881
	Iteration 39F: 3 clusters Score -289437.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Entering Unmasked Estep 
Score: -914949.125000 Penalty: 2216.136719
	Iteration 0F: 2 clusters Score -914949.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -908795.250000 Penalty: 4432.273438
	Iteration 0F: 3 clusters Score -908795.2 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -910447.937500 Penalty: 4432.273438
	Iteration 1F: 3 clusters Score -910447.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -910833.500000 Penalty: 4432.273438
	Iteration 2F: 3 clusters Score -910833.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -911214.125000 Penalty: 4432.273438
	Iteration 3F: 3 clusters Score -911214.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -911609.375000 Penalty: 4432.273438
	Iteration 4F: 3 clusters Score -911609.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -912051.625000 Penalty: 4432.273438
	Iteration 5F: 3 clusters Score -912051.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -912476.187500 Penalty: 4432.273438
	Iteration 6F: 3 clusters Score -912476.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -912829.000000 Penalty: 4432.273438
	Iteration 7F: 3 clusters Score -912829 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -913115.000000 Penalty: 4432.273438
	Iteration 8F: 3 clusters Score -913115 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -913305.937500 Penalty: 4432.273438
	Iteration 9Q: 3 clusters Score -913305.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -913441.125000 Penalty: 4432.273438
	Iteration 10Q: 3 clusters Score -913441.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -913521.500000 Penalty: 4432.273438
	Iteration 11Q: 3 clusters Score -913521.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -913575.375000 Penalty: 4432.273438
	Iteration 12Q: 3 clusters Score -913575.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -913612.062500 Penalty: 4432.273438
	Iteration 13Q: 3 clusters Score -913612.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -913632.125000 Penalty: 4432.273438
	Iteration 14Q: 3 clusters Score -913632.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -913656.625000 Penalty: 4432.273438
	Iteration 15Q: 3 clusters Score -913656.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -913676.812500 Penalty: 4432.273438
	Iteration 16Q: 3 clusters Score -913676.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -913690.562500 Penalty: 4432.273438
	Iteration 17Q: 3 clusters Score -913690.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -913702.687500 Penalty: 4432.273438
	Iteration 18Q: 3 clusters Score -913702.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -913709.187500 Penalty: 4432.273438
	Iteration 19Q: 3 clusters Score -913709.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -913712.687500 Penalty: 4432.273438
	Iteration 20F: 3 clusters Score -913712.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -913715.812500 Penalty: 4432.273438
	Iteration 21Q: 3 clusters Score -913715.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -913737.000000 Penalty: 4432.273438
	Iteration 22Q: 3 clusters Score -913737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -913763.500000 Penalty: 4432.273438
	Iteration 23Q: 3 clusters Score -913763.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -913773.125000 Penalty: 4432.273438
	Iteration 24Q: 3 clusters Score -913773.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -913780.312500 Penalty: 4432.273438
	Iteration 25Q: 3 clusters Score -913780.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -913784.687500 Penalty: 4432.273438
	Iteration 26Q: 3 clusters Score -913784.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -913788.062500 Penalty: 4432.273438
	Iteration 27Q: 3 clusters Score -913788.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -913791.687500 Penalty: 4432.273438
	Iteration 28Q: 3 clusters Score -913791.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -913794.000000 Penalty: 4432.273438
	Iteration 29Q: 3 clusters Score -913794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -913795.812500 Penalty: 4432.273438
	Iteration 30Q: 3 clusters Score -913795.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -913793.750000 Penalty: 4432.273438
	Iteration 31Q: 3 clusters Score -913793.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -913796.000000 Penalty: 4432.273438
	Iteration 32Q: 3 clusters Score -913796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -913795.937500 Penalty: 4432.273438
	Iteration 33Q: 3 clusters Score -913795.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -913796.750000 Penalty: 4432.273438
	Iteration 34Q: 3 clusters Score -913796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -913797.875000 Penalty: 4432.273438
	Iteration 35Q: 3 clusters Score -913797.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -913799.000000 Penalty: 4432.273438
	Iteration 36Q: 3 clusters Score -913799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -913799.000000 Penalty: 4432.273438
	Iteration 37F: 3 clusters Score -913799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -29145.853516 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -29145.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27994.083984 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -27994.08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28229.898438 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -28229.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28351.484375 Penalty: 2861.087158
	Iteration 2F: 3 clusters Score -28351.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28367.130859 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -28367.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28371.269531 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -28371.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28380.572266 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -28380.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28380.572266 Penalty: 2861.087158
	Iteration 6F: 3 clusters Score -28380.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (178001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178001 members 
Entering Unmasked Estep 
Score: -22398278.000000 Penalty: 2998.207031
	Iteration 0F: 2 clusters Score -2.239828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88990 members 
Mstep: Class 2 contains 89011 members 
Entering Unmasked Estep 
Score: -22281510.000000 Penalty: 5996.414062
	Iteration 0F: 3 clusters Score -2.228151e+07 nChanged 85318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88406 members 
Mstep: Class 2 contains 89595 members 
Entering Unmasked Estep 
Score: -22331512.000000 Penalty: 5996.414062
	Iteration 1F: 3 clusters Score -2.233151e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88065 members 
Mstep: Class 2 contains 89936 members 
Entering Unmasked Estep 
Score: -22332148.000000 Penalty: 5996.414062
	Iteration 2Q: 3 clusters Score -2.233215e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87581 members 
Mstep: Class 2 contains 90420 members 
Entering Unmasked Estep 
Score: -22333180.000000 Penalty: 5996.414062
	Iteration 3Q: 3 clusters Score -2.233318e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86879 members 
Mstep: Class 2 contains 91122 members 
Entering Unmasked Estep 
Score: -22334616.000000 Penalty: 5996.414062
	Iteration 4Q: 3 clusters Score -2.233462e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85833 members 
Mstep: Class 2 contains 92168 members 
Entering Unmasked Estep 
Score: -22336744.000000 Penalty: 5996.414062
	Iteration 5Q: 3 clusters Score -2.233674e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 93694 members 
Entering Unmasked Estep 
Score: -22340722.000000 Penalty: 5996.414062
	Iteration 6Q: 3 clusters Score -2.234072e+07 nChanged 10052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82107 members 
Mstep: Class 2 contains 95894 members 
Entering Unmasked Estep 
Score: -22347892.000000 Penalty: 5996.414062
	Iteration 7F: 3 clusters Score -2.234789e+07 nChanged 12449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 98885 members 
Entering Unmasked Estep 
Score: -22358586.000000 Penalty: 5996.414062
	Iteration 8F: 3 clusters Score -2.235859e+07 nChanged 13156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76348 members 
Mstep: Class 2 contains 101653 members 
Entering Unmasked Estep 
Score: -22369160.000000 Penalty: 5996.414062
	Iteration 9F: 3 clusters Score -2.236916e+07 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 103564 members 
Entering Unmasked Estep 
Score: -22375012.000000 Penalty: 5996.414062
	Iteration 10F: 3 clusters Score -2.237501e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72853 members 
Mstep: Class 2 contains 105148 members 
Entering Unmasked Estep 
Score: -22376868.000000 Penalty: 5996.414062
	Iteration 11Q: 3 clusters Score -2.237687e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71274 members 
Mstep: Class 2 contains 106727 members 
Entering Unmasked Estep 
Score: -22378044.000000 Penalty: 5996.414062
	Iteration 12Q: 3 clusters Score -2.237804e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69591 members 
Mstep: Class 2 contains 108410 members 
Entering Unmasked Estep 
Score: -22378914.000000 Penalty: 5996.414062
	Iteration 13Q: 3 clusters Score -2.237891e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67859 members 
Mstep: Class 2 contains 110142 members 
Entering Unmasked Estep 
Score: -22379820.000000 Penalty: 5996.414062
	Iteration 14Q: 3 clusters Score -2.237982e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66039 members 
Mstep: Class 2 contains 111962 members 
Entering Unmasked Estep 
Score: -22380770.000000 Penalty: 5996.414062
	Iteration 15Q: 3 clusters Score -2.238077e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64178 members 
Mstep: Class 2 contains 113823 members 
Entering Unmasked Estep 
Score: -22381810.000000 Penalty: 5996.414062
	Iteration 16Q: 3 clusters Score -2.238181e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62327 members 
Mstep: Class 2 contains 115674 members 
Entering Unmasked Estep 
Score: -22382670.000000 Penalty: 5996.414062
	Iteration 17Q: 3 clusters Score -2.238267e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 117473 members 
Entering Unmasked Estep 
Score: -22383468.000000 Penalty: 5996.414062
	Iteration 18Q: 3 clusters Score -2.238347e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 119282 members 
Entering Unmasked Estep 
Score: -22384424.000000 Penalty: 5996.414062
	Iteration 19Q: 3 clusters Score -2.238442e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 121006 members 
Entering Unmasked Estep 
Score: -22384962.000000 Penalty: 5996.414062
	Iteration 20F: 3 clusters Score -2.238496e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 122729 members 
Entering Unmasked Estep 
Score: -22385704.000000 Penalty: 5996.414062
	Iteration 21Q: 3 clusters Score -2.23857e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53547 members 
Mstep: Class 2 contains 124454 members 
Entering Unmasked Estep 
Score: -22386354.000000 Penalty: 5996.414062
	Iteration 22Q: 3 clusters Score -2.238635e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 126192 members 
Entering Unmasked Estep 
Score: -22386864.000000 Penalty: 5996.414062
	Iteration 23Q: 3 clusters Score -2.238686e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 127932 members 
Entering Unmasked Estep 
Score: -22387284.000000 Penalty: 5996.414062
	Iteration 24Q: 3 clusters Score -2.238728e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 129672 members 
Entering Unmasked Estep 
Score: -22387894.000000 Penalty: 5996.414062
	Iteration 25Q: 3 clusters Score -2.238789e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 131421 members 
Entering Unmasked Estep 
Score: -22388446.000000 Penalty: 5996.414062
	Iteration 26Q: 3 clusters Score -2.238845e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 133187 members 
Entering Unmasked Estep 
Score: -22389152.000000 Penalty: 5996.414062
	Iteration 27Q: 3 clusters Score -2.238915e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 134875 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2.238968e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 136539 members 
Entering Unmasked Estep 
Score: -22390236.000000 Penalty: 5996.414062
	Iteration 29Q: 3 clusters Score -2.239024e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 138209 members 
Entering Unmasked Estep 
Score: -22390662.000000 Penalty: 5996.414062
	Iteration 30Q: 3 clusters Score -2.239066e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 139934 members 
Entering Unmasked Estep 
Score: -22391296.000000 Penalty: 5996.414062
	Iteration 31Q: 3 clusters Score -2.23913e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 141660 members 
Entering Unmasked Estep 
Score: -22391784.000000 Penalty: 5996.414062
	Iteration 32Q: 3 clusters Score -2.239178e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 143395 members 
Entering Unmasked Estep 
Score: -22392298.000000 Penalty: 5996.414062
	Iteration 33Q: 3 clusters Score -2.23923e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 145081 members 
Entering Unmasked Estep 
Score: -22392778.000000 Penalty: 5996.414062
	Iteration 34Q: 3 clusters Score -2.239278e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 146736 members 
Entering Unmasked Estep 
Score: -22393346.000000 Penalty: 5996.414062
	Iteration 35Q: 3 clusters Score -2.239335e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 148333 members 
Entering Unmasked Estep 
Score: -22393750.000000 Penalty: 5996.414062
	Iteration 36Q: 3 clusters Score -2.239375e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 149807 members 
Entering Unmasked Estep 
Score: -22394214.000000 Penalty: 5996.414062
	Iteration 37Q: 3 clusters Score -2.239421e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 151218 members 
Entering Unmasked Estep 
Score: -22394608.000000 Penalty: 5996.414062
	Iteration 38Q: 3 clusters Score -2.239461e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 152515 members 
Entering Unmasked Estep 
Score: -22395040.000000 Penalty: 5996.414062
	Iteration 39Q: 3 clusters Score -2.239504e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 153807 members 
Entering Unmasked Estep 
Score: -22395434.000000 Penalty: 5996.414062
	Iteration 40F: 3 clusters Score -2.239543e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 155087 members 
Entering Unmasked Estep 
Score: -22395822.000000 Penalty: 5996.414062
	Iteration 41Q: 3 clusters Score -2.239582e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 156355 members 
Entering Unmasked Estep 
Score: -22396278.000000 Penalty: 5996.414062
	Iteration 42Q: 3 clusters Score -2.239628e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 157553 members 
Entering Unmasked Estep 
Score: -22396578.000000 Penalty: 5996.414062
	Iteration 43Q: 3 clusters Score -2.239658e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 158673 members 
Entering Unmasked Estep 
Score: -22396846.000000 Penalty: 5996.414062
	Iteration 44Q: 3 clusters Score -2.239685e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 159744 members 
Entering Unmasked Estep 
Score: -22397096.000000 Penalty: 5996.414062
	Iteration 45Q: 3 clusters Score -2.23971e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 160754 members 
Entering Unmasked Estep 
Score: -22397282.000000 Penalty: 5996.414062
	Iteration 46Q: 3 clusters Score -2.239728e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 161706 members 
Entering Unmasked Estep 
Score: -22397458.000000 Penalty: 5996.414062
	Iteration 47Q: 3 clusters Score -2.239746e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 162603 members 
Entering Unmasked Estep 
Score: -22397536.000000 Penalty: 5996.414062
	Iteration 48Q: 3 clusters Score -2.239754e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 163405 members 
Entering Unmasked Estep 
Score: -22397672.000000 Penalty: 5996.414062
	Iteration 49Q: 3 clusters Score -2.239767e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 164122 members 
Entering Unmasked Estep 
Score: -22397732.000000 Penalty: 5996.414062
	Iteration 50Q: 3 clusters Score -2.239773e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 164810 members 
Entering Unmasked Estep 
Score: -22397806.000000 Penalty: 5996.414062
	Iteration 51Q: 3 clusters Score -2.239781e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 165454 members 
Entering Unmasked Estep 
Score: -22397816.000000 Penalty: 5996.414062
	Iteration 52Q: 3 clusters Score -2.239782e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 166024 members 
Entering Unmasked Estep 
Score: -22397860.000000 Penalty: 5996.414062
	Iteration 53Q: 3 clusters Score -2.239786e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 166553 members 
Entering Unmasked Estep 
Score: -22397938.000000 Penalty: 5996.414062
	Iteration 54Q: 3 clusters Score -2.239794e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 167029 members 
Entering Unmasked Estep 
Score: -22397908.000000 Penalty: 5996.414062
	Iteration 55Q: 3 clusters Score -2.239791e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 167503 members 
Entering Unmasked Estep 
Score: -22397880.000000 Penalty: 5996.414062
	Iteration 56Q: 3 clusters Score -2.239788e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 167947 members 
Entering Unmasked Estep 
Score: -22397872.000000 Penalty: 5996.414062
	Iteration 57Q: 3 clusters Score -2.239787e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 168354 members 
Entering Unmasked Estep 
Score: -22397826.000000 Penalty: 5996.414062
	Iteration 58Q: 3 clusters Score -2.239783e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 168745 members 
Entering Unmasked Estep 
Score: -22397826.000000 Penalty: 5996.414062
	Iteration 59Q: 3 clusters Score -2.239783e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 169139 members 
Entering Unmasked Estep 
Score: -22397792.000000 Penalty: 5996.414062
	Iteration 60F: 3 clusters Score -2.239779e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 169519 members 
Entering Unmasked Estep 
Score: -22397850.000000 Penalty: 5996.414062
	Iteration 61Q: 3 clusters Score -2.239785e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 169866 members 
Entering Unmasked Estep 
Score: -22397782.000000 Penalty: 5996.414062
	Iteration 62Q: 3 clusters Score -2.239778e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 170196 members 
Entering Unmasked Estep 
Score: -22397816.000000 Penalty: 5996.414062
	Iteration 63Q: 3 clusters Score -2.239782e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 170505 members 
Entering Unmasked Estep 
Score: -22397834.000000 Penalty: 5996.414062
	Iteration 64Q: 3 clusters Score -2.239783e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 170778 members 
Entering Unmasked Estep 
Score: -22397796.000000 Penalty: 5996.414062
	Iteration 65Q: 3 clusters Score -2.23978e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 171005 members 
Entering Unmasked Estep 
Score: -22397772.000000 Penalty: 5996.414062
	Iteration 66Q: 3 clusters Score -2.239777e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 171227 members 
Entering Unmasked Estep 
Score: -22397736.000000 Penalty: 5996.414062
	Iteration 67Q: 3 clusters Score -2.239774e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 171451 members 
Entering Unmasked Estep 
Score: -22397772.000000 Penalty: 5996.414062
	Iteration 68Q: 3 clusters Score -2.239777e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 171680 members 
Entering Unmasked Estep 
Score: -22397718.000000 Penalty: 5996.414062
	Iteration 69Q: 3 clusters Score -2.239772e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 171907 members 
Entering Unmasked Estep 
Score: -22397618.000000 Penalty: 5996.414062
	Iteration 70Q: 3 clusters Score -2.239762e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 172109 members 
Entering Unmasked Estep 
Score: -22397654.000000 Penalty: 5996.414062
	Iteration 71Q: 3 clusters Score -2.239765e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 172295 members 
Entering Unmasked Estep 
Score: -22397632.000000 Penalty: 5996.414062
	Iteration 72Q: 3 clusters Score -2.239763e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 172472 members 
Entering Unmasked Estep 
Score: -22397558.000000 Penalty: 5996.414062
	Iteration 73Q: 3 clusters Score -2.239756e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 172615 members 
Entering Unmasked Estep 
Score: -22397566.000000 Penalty: 5996.414062
	Iteration 74Q: 3 clusters Score -2.239757e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 172738 members 
Entering Unmasked Estep 
Score: -22397556.000000 Penalty: 5996.414062
	Iteration 75Q: 3 clusters Score -2.239756e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 172854 members 
Entering Unmasked Estep 
Score: -22397590.000000 Penalty: 5996.414062
	Iteration 76Q: 3 clusters Score -2.239759e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 172972 members 
Entering Unmasked Estep 
Score: -22397588.000000 Penalty: 5996.414062
	Iteration 77Q: 3 clusters Score -2.239759e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 173076 members 
Entering Unmasked Estep 
Score: -22397518.000000 Penalty: 5996.414062
	Iteration 78Q: 3 clusters Score -2.239752e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 173172 members 
Entering Unmasked Estep 
Score: -22397508.000000 Penalty: 5996.414062
	Iteration 79Q: 3 clusters Score -2.239751e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 173264 members 
Entering Unmasked Estep 
Score: -22397420.000000 Penalty: 5996.414062
	Iteration 80F: 3 clusters Score -2.239742e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 173351 members 
Entering Unmasked Estep 
Score: -22397412.000000 Penalty: 5996.414062
	Iteration 81Q: 3 clusters Score -2.239741e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 173443 members 
Entering Unmasked Estep 
Score: -22397412.000000 Penalty: 5996.414062
	Iteration 82Q: 3 clusters Score -2.239741e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 173529 members 
Entering Unmasked Estep 
Score: -22397386.000000 Penalty: 5996.414062
	Iteration 83Q: 3 clusters Score -2.239739e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 173611 members 
Entering Unmasked Estep 
Score: -22397388.000000 Penalty: 5996.414062
	Iteration 84Q: 3 clusters Score -2.239739e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 173685 members 
Entering Unmasked Estep 
Score: -22397372.000000 Penalty: 5996.414062
	Iteration 85Q: 3 clusters Score -2.239737e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 173755 members 
Entering Unmasked Estep 
Score: -22397360.000000 Penalty: 5996.414062
	Iteration 86Q: 3 clusters Score -2.239736e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 173819 members 
Entering Unmasked Estep 
Score: -22397332.000000 Penalty: 5996.414062
	Iteration 87Q: 3 clusters Score -2.239733e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 173880 members 
Entering Unmasked Estep 
Score: -22397342.000000 Penalty: 5996.414062
	Iteration 88Q: 3 clusters Score -2.239734e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 173941 members 
Entering Unmasked Estep 
Score: -22397314.000000 Penalty: 5996.414062
	Iteration 89Q: 3 clusters Score -2.239731e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 174004 members 
Entering Unmasked Estep 
Score: -22397280.000000 Penalty: 5996.414062
	Iteration 90Q: 3 clusters Score -2.239728e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 174055 members 
Entering Unmasked Estep 
Score: -22397298.000000 Penalty: 5996.414062
	Iteration 91Q: 3 clusters Score -2.23973e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 174093 members 
Entering Unmasked Estep 
Score: -22397300.000000 Penalty: 5996.414062
	Iteration 92Q: 3 clusters Score -2.23973e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 174128 members 
Entering Unmasked Estep 
Score: -22397280.000000 Penalty: 5996.414062
	Iteration 93Q: 3 clusters Score -2.239728e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 174161 members 
Entering Unmasked Estep 
Score: -22397264.000000 Penalty: 5996.414062
	Iteration 94Q: 3 clusters Score -2.239726e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 174194 members 
Entering Unmasked Estep 
Score: -22397282.000000 Penalty: 5996.414062
	Iteration 95Q: 3 clusters Score -2.239728e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 174219 members 
Entering Unmasked Estep 
Score: -22397252.000000 Penalty: 5996.414062
	Iteration 96Q: 3 clusters Score -2.239725e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 174240 members 
Entering Unmasked Estep 
Score: -22397272.000000 Penalty: 5996.414062
	Iteration 97Q: 3 clusters Score -2.239727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 174259 members 
Entering Unmasked Estep 
Score: -22397282.000000 Penalty: 5996.414062
	Iteration 98Q: 3 clusters Score -2.239728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 174274 members 
Entering Unmasked Estep 
Score: -22397262.000000 Penalty: 5996.414062
	Iteration 99Q: 3 clusters Score -2.239726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 174289 members 
Entering Unmasked Estep 
Score: -22397270.000000 Penalty: 5996.414062
	Iteration 100F: 3 clusters Score -2.239727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 174296 members 
Entering Unmasked Estep 
Score: -22397264.000000 Penalty: 5996.414062
	Iteration 101Q: 3 clusters Score -2.239726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 174300 members 
Entering Unmasked Estep 
Score: -22397260.000000 Penalty: 5996.414062
	Iteration 102Q: 3 clusters Score -2.239726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 174306 members 
Entering Unmasked Estep 
Score: -22397246.000000 Penalty: 5996.414062
	Iteration 103Q: 3 clusters Score -2.239725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 174317 members 
Entering Unmasked Estep 
Score: -22397256.000000 Penalty: 5996.414062
	Iteration 104Q: 3 clusters Score -2.239726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 174324 members 
Entering Unmasked Estep 
Score: -22397262.000000 Penalty: 5996.414062
	Iteration 105Q: 3 clusters Score -2.239726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 174331 members 
Entering Unmasked Estep 
Score: -22397258.000000 Penalty: 5996.414062
	Iteration 106Q: 3 clusters Score -2.239726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 174337 members 
Entering Unmasked Estep 
Score: -22397274.000000 Penalty: 5996.414062
	Iteration 107Q: 3 clusters Score -2.239727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 174343 members 
Entering Unmasked Estep 
Score: -22397270.000000 Penalty: 5996.414062
	Iteration 108Q: 3 clusters Score -2.239727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 174350 members 
Entering Unmasked Estep 
Score: -22397262.000000 Penalty: 5996.414062
	Iteration 109Q: 3 clusters Score -2.239726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 174358 members 
Entering Unmasked Estep 
Score: -22397280.000000 Penalty: 5996.414062
	Iteration 110Q: 3 clusters Score -2.239728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 174368 members 
Entering Unmasked Estep 
Score: -22397284.000000 Penalty: 5996.414062
	Iteration 111Q: 3 clusters Score -2.239728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 174374 members 
Entering Unmasked Estep 
Score: -22397284.000000 Penalty: 5996.414062
	Iteration 112Q: 3 clusters Score -2.239728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 174378 members 
Entering Unmasked Estep 
Score: -22397276.000000 Penalty: 5996.414062
	Iteration 113Q: 3 clusters Score -2.239728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 174379 members 
Entering Unmasked Estep 
Score: -22397280.000000 Penalty: 5996.414062
	Iteration 114Q: 3 clusters Score -2.239728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 174379 members 
Entering Unmasked Estep 
Score: -22397280.000000 Penalty: 5996.414062
	Iteration 115F: 3 clusters Score -2.239728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (68605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68605 members 
Entering Unmasked Estep 
Score: -8429227.000000 Penalty: 2761.758057
	Iteration 0F: 2 clusters Score -8429227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -8383243.500000 Penalty: 5523.516113
	Iteration 0F: 3 clusters Score -8383244 nChanged 31973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -8400949.000000 Penalty: 5523.516113
	Iteration 1F: 3 clusters Score -8400949 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -8401434.000000 Penalty: 5523.516113
	Iteration 2Q: 3 clusters Score -8401434 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -8401864.000000 Penalty: 5523.516113
	Iteration 3Q: 3 clusters Score -8401864 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -8402247.000000 Penalty: 5523.516113
	Iteration 4Q: 3 clusters Score -8402247 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -8402689.000000 Penalty: 5523.516113
	Iteration 5Q: 3 clusters Score -8402689 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -8403284.000000 Penalty: 5523.516113
	Iteration 6Q: 3 clusters Score -8403284 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -8404213.000000 Penalty: 5523.516113
	Iteration 7Q: 3 clusters Score -8404213 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -8405699.000000 Penalty: 5523.516113
	Iteration 8Q: 3 clusters Score -8405699 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -8408205.000000 Penalty: 5523.516113
	Iteration 9F: 3 clusters Score -8408205 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -8411930.000000 Penalty: 5523.516113
	Iteration 10F: 3 clusters Score -8411930 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -8416925.000000 Penalty: 5523.516113
	Iteration 11F: 3 clusters Score -8416925 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -8421528.000000 Penalty: 5523.516113
	Iteration 12F: 3 clusters Score -8421528 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -8424537.000000 Penalty: 5523.516113
	Iteration 13Q: 3 clusters Score -8424537 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 67687 members 
Entering Unmasked Estep 
Score: -8425906.000000 Penalty: 5523.516113
	Iteration 14Q: 3 clusters Score -8425906 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -8426387.000000 Penalty: 5523.516113
	Iteration 15Q: 3 clusters Score -8426387 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -8426555.000000 Penalty: 5523.516113
	Iteration 16Q: 3 clusters Score -8426555 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 68371 members 
Entering Unmasked Estep 
Score: -8426637.000000 Penalty: 5523.516113
	Iteration 17Q: 3 clusters Score -8426637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -8426670.000000 Penalty: 5523.516113
	Iteration 18Q: 3 clusters Score -8426670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 68396 members 
Entering Unmasked Estep 
Score: -8426684.000000 Penalty: 5523.516113
	Iteration 19Q: 3 clusters Score -8426684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 68406 members 
Entering Unmasked Estep 
Score: -8426720.000000 Penalty: 5523.516113
	Iteration 20F: 3 clusters Score -8426720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 68415 members 
Entering Unmasked Estep 
Score: -8426744.000000 Penalty: 5523.516113
	Iteration 21Q: 3 clusters Score -8426744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 68421 members 
Entering Unmasked Estep 
Score: -8426767.000000 Penalty: 5523.516113
	Iteration 22Q: 3 clusters Score -8426767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 68423 members 
Entering Unmasked Estep 
Score: -8426773.000000 Penalty: 5523.516113
	Iteration 23Q: 3 clusters Score -8426773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 68424 members 
Entering Unmasked Estep 
Score: -8426782.000000 Penalty: 5523.516113
	Iteration 24Q: 3 clusters Score -8426782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 68424 members 
Entering Unmasked Estep 
Score: -8426782.000000 Penalty: 5523.516113
	Iteration 25F: 3 clusters Score -8426782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -49891.613281 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -49891.61 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 233 members 
Entering Unmasked Estep 
Score: -48446.183594 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -48446.18 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -48634.683594 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -48634.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -48719.511719 Penalty: 3022.410645
	Iteration 2F: 3 clusters Score -48719.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -48767.007812 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -48767.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48806.285156 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -48806.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -48845.695312 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -48845.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -48868.460938 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -48868.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48876.542969 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -48876.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48884.585938 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -48884.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48888.554688 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -48888.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48890.429688 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -48890.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48892.320312 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -48892.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48892.320312 Penalty: 3022.410645
	Iteration 12F: 3 clusters Score -48892.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 12086 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176671 members 
Mstep: Class 9 contains 112453 members 
Mstep: Class 10 contains 125932 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186180 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48579 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7601 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178001 members 
Mstep: Class 20 contains 68605 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274128.000000 Penalty: 71765.531250
Iteration 239Q: 22 clusters Score -1.192741e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 12086 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176624 members 
Mstep: Class 9 contains 112471 members 
Mstep: Class 10 contains 125950 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186230 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48582 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7599 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177990 members 
Mstep: Class 20 contains 68575 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274160.000000 Penalty: 71765.531250
Iteration 240F: 22 clusters Score -1.192742e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3367 members 
Mstep: Class 4 contains 12090 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176588 members 
Mstep: Class 9 contains 112502 members 
Mstep: Class 10 contains 125956 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186279 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48587 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7596 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177954 members 
Mstep: Class 20 contains 68559 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274096.000000 Penalty: 71765.531250
Iteration 241Q: 22 clusters Score -1.192741e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3358 members 
Mstep: Class 4 contains 12092 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176574 members 
Mstep: Class 9 contains 112513 members 
Mstep: Class 10 contains 125961 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186315 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48596 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7591 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177920 members 
Mstep: Class 20 contains 68539 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273872.000000 Penalty: 71765.531250
Iteration 242Q: 22 clusters Score -1.192739e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3352 members 
Mstep: Class 4 contains 12097 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176567 members 
Mstep: Class 9 contains 112534 members 
Mstep: Class 10 contains 125971 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186291 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 48604 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7584 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177923 members 
Mstep: Class 20 contains 68522 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273920.000000 Penalty: 71765.531250
Iteration 243Q: 22 clusters Score -1.192739e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3347 members 
Mstep: Class 4 contains 12097 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176567 members 
Mstep: Class 9 contains 112560 members 
Mstep: Class 10 contains 125990 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186276 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48609 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7576 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177916 members 
Mstep: Class 20 contains 68497 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274000.000000 Penalty: 71765.531250
Iteration 244Q: 22 clusters Score -1.19274e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3335 members 
Mstep: Class 4 contains 12097 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176552 members 
Mstep: Class 9 contains 112575 members 
Mstep: Class 10 contains 126013 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186268 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48613 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7571 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177918 members 
Mstep: Class 20 contains 68481 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274008.000000 Penalty: 71765.531250
Iteration 245Q: 22 clusters Score -1.19274e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3326 members 
Mstep: Class 4 contains 12105 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176543 members 
Mstep: Class 9 contains 112614 members 
Mstep: Class 10 contains 126036 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186253 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48608 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7561 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177895 members 
Mstep: Class 20 contains 68477 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273936.000000 Penalty: 71765.531250
Iteration 246Q: 22 clusters Score -1.192739e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3317 members 
Mstep: Class 4 contains 12104 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176511 members 
Mstep: Class 9 contains 112645 members 
Mstep: Class 10 contains 126085 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186230 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48603 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7557 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177904 members 
Mstep: Class 20 contains 68452 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274000.000000 Penalty: 71765.531250
Iteration 247Q: 22 clusters Score -1.19274e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 12110 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176498 members 
Mstep: Class 9 contains 112666 members 
Mstep: Class 10 contains 126123 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 186203 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48601 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7555 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177916 members 
Mstep: Class 20 contains 68423 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273848.000000 Penalty: 71765.531250
Iteration 248Q: 22 clusters Score -1.192738e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3292 members 
Mstep: Class 4 contains 12113 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176474 members 
Mstep: Class 9 contains 112682 members 
Mstep: Class 10 contains 126149 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 186145 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48604 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7553 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177974 members 
Mstep: Class 20 contains 68402 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273904.000000 Penalty: 71765.531250
Iteration 249Q: 22 clusters Score -1.192739e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3287 members 
Mstep: Class 4 contains 12119 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 736 members 
Mstep: Class 8 contains 176453 members 
Mstep: Class 9 contains 112701 members 
Mstep: Class 10 contains 126180 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 186092 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48603 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7550 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178024 members 
Mstep: Class 20 contains 68376 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273896.000000 Penalty: 71765.531250
Iteration 250Q: 22 clusters Score -1.192739e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3274 members 
Mstep: Class 4 contains 12119 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 736 members 
Mstep: Class 8 contains 176430 members 
Mstep: Class 9 contains 112731 members 
Mstep: Class 10 contains 126233 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 186040 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48602 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7548 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178055 members 
Mstep: Class 20 contains 68342 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273800.000000 Penalty: 71765.531250
Iteration 251Q: 22 clusters Score -1.192738e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3261 members 
Mstep: Class 4 contains 12119 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 736 members 
Mstep: Class 8 contains 176416 members 
Mstep: Class 9 contains 112778 members 
Mstep: Class 10 contains 126285 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 185980 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48607 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7543 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178061 members 
Mstep: Class 20 contains 68309 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273672.000000 Penalty: 71765.531250
Iteration 252Q: 22 clusters Score -1.192737e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3237 members 
Mstep: Class 4 contains 12117 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 736 members 
Mstep: Class 8 contains 176437 members 
Mstep: Class 9 contains 112822 members 
Mstep: Class 10 contains 126336 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 185893 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48610 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7539 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178059 members 
Mstep: Class 20 contains 68293 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273608.000000 Penalty: 71765.531250
Iteration 253Q: 22 clusters Score -1.192736e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3220 members 
Mstep: Class 4 contains 12117 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176476 members 
Mstep: Class 9 contains 112871 members 
Mstep: Class 10 contains 126390 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 185783 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48620 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7530 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178047 members 
Mstep: Class 20 contains 68272 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273752.000000 Penalty: 71765.531250
Iteration 254Q: 22 clusters Score -1.192738e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3191 members 
Mstep: Class 4 contains 12118 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 736 members 
Mstep: Class 8 contains 176498 members 
Mstep: Class 9 contains 112920 members 
Mstep: Class 10 contains 126429 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 185678 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48630 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7521 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178072 members 
Mstep: Class 20 contains 68255 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273616.000000 Penalty: 71765.531250
Iteration 255Q: 22 clusters Score -1.192736e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3173 members 
Mstep: Class 4 contains 12123 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 176492 members 
Mstep: Class 9 contains 112955 members 
Mstep: Class 10 contains 126472 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 185600 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48643 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7514 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178080 members 
Mstep: Class 20 contains 68236 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273728.000000 Penalty: 71765.531250
Iteration 256Q: 22 clusters Score -1.192737e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3168 members 
Mstep: Class 4 contains 12121 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 176497 members 
Mstep: Class 9 contains 113000 members 
Mstep: Class 10 contains 126507 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 185516 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 48655 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7508 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178087 members 
Mstep: Class 20 contains 68202 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273544.000000 Penalty: 71765.531250
Iteration 257Q: 22 clusters Score -1.192735e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3159 members 
Mstep: Class 4 contains 12120 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 176528 members 
Mstep: Class 9 contains 113046 members 
Mstep: Class 10 contains 126540 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 185462 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 48666 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7501 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178045 members 
Mstep: Class 20 contains 68181 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273488.000000 Penalty: 71765.531250
Iteration 258Q: 22 clusters Score -1.192735e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3152 members 
Mstep: Class 4 contains 12123 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 176581 members 
Mstep: Class 9 contains 113105 members 
Mstep: Class 10 contains 126565 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 185386 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 48667 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7496 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178003 members 
Mstep: Class 20 contains 68149 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273560.000000 Penalty: 71765.531250
Iteration 259Q: 22 clusters Score -1.192736e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3149 members 
Mstep: Class 4 contains 12124 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 736 members 
Mstep: Class 8 contains 176654 members 
Mstep: Class 9 contains 113147 members 
Mstep: Class 10 contains 126599 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 185324 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 48678 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7490 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177938 members 
Mstep: Class 20 contains 68104 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273632.000000 Penalty: 71765.531250
Iteration 260F: 22 clusters Score -1.192736e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3140 members 
Mstep: Class 4 contains 12125 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 736 members 
Mstep: Class 8 contains 176711 members 
Mstep: Class 9 contains 113181 members 
Mstep: Class 10 contains 126637 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 185272 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 48682 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7484 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177904 members 
Mstep: Class 20 contains 68053 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273688.000000 Penalty: 71765.531250
Iteration 261Q: 22 clusters Score -1.192737e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3126 members 
Mstep: Class 4 contains 12128 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 736 members 
Mstep: Class 8 contains 176771 members 
Mstep: Class 9 contains 113215 members 
Mstep: Class 10 contains 126694 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 185221 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 48691 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7478 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177841 members 
Mstep: Class 20 contains 68010 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273560.000000 Penalty: 71765.531250
Iteration 262Q: 22 clusters Score -1.192736e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3111 members 
Mstep: Class 4 contains 12132 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 736 members 
Mstep: Class 8 contains 176808 members 
Mstep: Class 9 contains 113253 members 
Mstep: Class 10 contains 126736 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 185141 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48692 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7469 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177850 members 
Mstep: Class 20 contains 67969 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273352.000000 Penalty: 71765.531250
Iteration 263Q: 22 clusters Score -1.192734e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3096 members 
Mstep: Class 4 contains 12132 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 736 members 
Mstep: Class 8 contains 176803 members 
Mstep: Class 9 contains 113298 members 
Mstep: Class 10 contains 126787 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 185094 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48706 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7463 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177848 members 
Mstep: Class 20 contains 67928 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273240.000000 Penalty: 71765.531250
Iteration 264Q: 22 clusters Score -1.192732e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3083 members 
Mstep: Class 4 contains 12135 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 736 members 
Mstep: Class 8 contains 176816 members 
Mstep: Class 9 contains 113328 members 
Mstep: Class 10 contains 126837 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 185086 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48720 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7457 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177795 members 
Mstep: Class 20 contains 67895 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273168.000000 Penalty: 71765.531250
Iteration 265Q: 22 clusters Score -1.192732e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3073 members 
Mstep: Class 4 contains 12133 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176816 members 
Mstep: Class 9 contains 113378 members 
Mstep: Class 10 contains 126902 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 185021 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48729 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7451 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177768 members 
Mstep: Class 20 contains 67868 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273016.000000 Penalty: 71765.531250
Iteration 266Q: 22 clusters Score -1.19273e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 12129 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176814 members 
Mstep: Class 9 contains 113438 members 
Mstep: Class 10 contains 126954 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184981 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48737 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7441 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177723 members 
Mstep: Class 20 contains 67843 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273096.000000 Penalty: 71765.531250
Iteration 267Q: 22 clusters Score -1.192731e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3051 members 
Mstep: Class 4 contains 12133 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176812 members 
Mstep: Class 9 contains 113500 members 
Mstep: Class 10 contains 127013 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184945 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48737 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7431 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177670 members 
Mstep: Class 20 contains 67815 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273144.000000 Penalty: 71765.531250
Iteration 268Q: 22 clusters Score -1.192731e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3039 members 
Mstep: Class 4 contains 12134 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176805 members 
Mstep: Class 9 contains 113571 members 
Mstep: Class 10 contains 127063 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184869 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48744 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7425 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177655 members 
Mstep: Class 20 contains 67788 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273192.000000 Penalty: 71765.531250
Iteration 269Q: 22 clusters Score -1.192732e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3029 members 
Mstep: Class 4 contains 12137 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176812 members 
Mstep: Class 9 contains 113622 members 
Mstep: Class 10 contains 127129 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184821 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48758 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7423 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177585 members 
Mstep: Class 20 contains 67768 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273072.000000 Penalty: 71765.531250
Iteration 270Q: 22 clusters Score -1.192731e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3022 members 
Mstep: Class 4 contains 12140 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176815 members 
Mstep: Class 9 contains 113695 members 
Mstep: Class 10 contains 127149 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184781 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48768 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7423 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177539 members 
Mstep: Class 20 contains 67750 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272944.000000 Penalty: 71765.531250
Iteration 271Q: 22 clusters Score -1.192729e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3017 members 
Mstep: Class 4 contains 12139 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 176816 members 
Mstep: Class 9 contains 113770 members 
Mstep: Class 10 contains 127187 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184750 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48770 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7421 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177453 members 
Mstep: Class 20 contains 67748 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272808.000000 Penalty: 71765.531250
Iteration 272Q: 22 clusters Score -1.192728e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3014 members 
Mstep: Class 4 contains 12142 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176814 members 
Mstep: Class 9 contains 113853 members 
Mstep: Class 10 contains 127230 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184703 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48770 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177402 members 
Mstep: Class 20 contains 67738 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272544.000000 Penalty: 71765.531250
Iteration 273Q: 22 clusters Score -1.192725e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 12142 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176800 members 
Mstep: Class 9 contains 113920 members 
Mstep: Class 10 contains 127275 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184650 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48770 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7410 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177406 members 
Mstep: Class 20 contains 67702 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272648.000000 Penalty: 71765.531250
Iteration 274Q: 22 clusters Score -1.192726e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2994 members 
Mstep: Class 4 contains 12142 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176737 members 
Mstep: Class 9 contains 113994 members 
Mstep: Class 10 contains 127329 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184603 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48783 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7400 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177424 members 
Mstep: Class 20 contains 67678 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272816.000000 Penalty: 71765.531250
Iteration 275Q: 22 clusters Score -1.192728e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2970 members 
Mstep: Class 4 contains 12142 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176673 members 
Mstep: Class 9 contains 114053 members 
Mstep: Class 10 contains 127367 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184566 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48787 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7393 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177489 members 
Mstep: Class 20 contains 67638 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272832.000000 Penalty: 71765.531250
Iteration 276Q: 22 clusters Score -1.192728e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 12146 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176611 members 
Mstep: Class 9 contains 114103 members 
Mstep: Class 10 contains 127398 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184541 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48791 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7385 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177536 members 
Mstep: Class 20 contains 67602 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272664.000000 Penalty: 71765.531250
Iteration 277Q: 22 clusters Score -1.192727e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 12145 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176567 members 
Mstep: Class 9 contains 114149 members 
Mstep: Class 10 contains 127406 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184512 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48789 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7380 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177599 members 
Mstep: Class 20 contains 67572 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272880.000000 Penalty: 71765.531250
Iteration 278Q: 22 clusters Score -1.192729e+08 nChanged 942
Entering ConstructFrom: 
Score: -119272880.000000 Penalty: 71765.531250
Entering ConstructFrom: 
Trying to split cluster 1 (36734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Entering Unmasked Estep 
Score: -4685680.500000 Penalty: 2606.841797
	Iteration 0F: 2 clusters Score -4685680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -4660596.500000 Penalty: 5213.683594
	Iteration 0F: 3 clusters Score -4660596 nChanged 16808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -4669807.500000 Penalty: 5213.683594
	Iteration 1F: 3 clusters Score -4669808 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -4670265.500000 Penalty: 5213.683594
	Iteration 2Q: 3 clusters Score -4670266 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -4670769.000000 Penalty: 5213.683594
	Iteration 3Q: 3 clusters Score -4670769 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -4671413.500000 Penalty: 5213.683594
	Iteration 4Q: 3 clusters Score -4671414 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -4672200.500000 Penalty: 5213.683594
	Iteration 5Q: 3 clusters Score -4672200 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -4673303.500000 Penalty: 5213.683594
	Iteration 6Q: 3 clusters Score -4673304 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -4674743.000000 Penalty: 5213.683594
	Iteration 7F: 3 clusters Score -4674743 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -4676493.500000 Penalty: 5213.683594
	Iteration 8F: 3 clusters Score -4676494 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -4678471.000000 Penalty: 5213.683594
	Iteration 9F: 3 clusters Score -4678471 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -4680090.000000 Penalty: 5213.683594
	Iteration 10F: 3 clusters Score -4680090 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -4681302.000000 Penalty: 5213.683594
	Iteration 11Q: 3 clusters Score -4681302 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -4682105.000000 Penalty: 5213.683594
	Iteration 12Q: 3 clusters Score -4682105 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -4682569.500000 Penalty: 5213.683594
	Iteration 13Q: 3 clusters Score -4682570 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -4682875.500000 Penalty: 5213.683594
	Iteration 14Q: 3 clusters Score -4682876 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -4683055.000000 Penalty: 5213.683594
	Iteration 15Q: 3 clusters Score -4683055 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -4683180.000000 Penalty: 5213.683594
	Iteration 16Q: 3 clusters Score -4683180 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4683253.500000 Penalty: 5213.683594
	Iteration 17Q: 3 clusters Score -4683254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -4683299.000000 Penalty: 5213.683594
	Iteration 18Q: 3 clusters Score -4683299 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -4683345.000000 Penalty: 5213.683594
	Iteration 19Q: 3 clusters Score -4683345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -4683367.000000 Penalty: 5213.683594
	Iteration 20F: 3 clusters Score -4683367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -4683388.000000 Penalty: 5213.683594
	Iteration 21Q: 3 clusters Score -4683388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -4683403.500000 Penalty: 5213.683594
	Iteration 22Q: 3 clusters Score -4683404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -4683410.500000 Penalty: 5213.683594
	Iteration 23Q: 3 clusters Score -4683410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -4683422.000000 Penalty: 5213.683594
	Iteration 24Q: 3 clusters Score -4683422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -4683435.000000 Penalty: 5213.683594
	Iteration 25Q: 3 clusters Score -4683435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -4683442.500000 Penalty: 5213.683594
	Iteration 26Q: 3 clusters Score -4683442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -4683442.500000 Penalty: 5213.683594
	Iteration 27Q: 3 clusters Score -4683442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -4683458.500000 Penalty: 5213.683594
	Iteration 28Q: 3 clusters Score -4683458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -4683462.500000 Penalty: 5213.683594
	Iteration 29Q: 3 clusters Score -4683462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -4683468.000000 Penalty: 5213.683594
	Iteration 30Q: 3 clusters Score -4683468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -4683469.000000 Penalty: 5213.683594
	Iteration 31Q: 3 clusters Score -4683469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -4683471.000000 Penalty: 5213.683594
	Iteration 32Q: 3 clusters Score -4683471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -4683471.000000 Penalty: 5213.683594
	Iteration 33F: 3 clusters Score -4683471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -57991.335938 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -57991.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56490.265625 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -56490.27 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56892.570312 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -56892.57 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57204.929688 Penalty: 3141.306641
	Iteration 2F: 3 clusters Score -57204.93 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -57627.730469 Penalty: 3141.306641
	Iteration 3F: 3 clusters Score -57627.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -58029.300781 Penalty: 3141.306641
	Iteration 4F: 3 clusters Score -58029.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -58506.195312 Penalty: 3141.306641
	Iteration 5F: 3 clusters Score -58506.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -58622.500000 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -58622.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -58712.093750 Penalty: 3141.306641
	Iteration 7Q: 3 clusters Score -58712.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -58712.093750 Penalty: 3141.306641
	Iteration 8F: 3 clusters Score -58712.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 407 members 
Mstep: Class 3 contains 2943 members 
Mstep: Class 4 contains 12145 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176512 members 
Mstep: Class 9 contains 114178 members 
Mstep: Class 10 contains 127445 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184470 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48794 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7375 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177640 members 
Mstep: Class 20 contains 67567 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 156 members 
Entering Unmasked Estep 
Score: -119271840.000000 Penalty: 75182.937500
Splitting cluster 2 changes total score from -119272880.000000 to -119271840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Entering Unmasked Estep 
Score: -369229.375000 Penalty: 1980.821777
	Iteration 0F: 2 clusters Score -369229.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -366023.968750 Penalty: 3961.643555
	Iteration 0F: 3 clusters Score -366024 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -366656.937500 Penalty: 3961.643555
	Iteration 1F: 3 clusters Score -366656.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -366806.718750 Penalty: 3961.643555
	Iteration 2F: 3 clusters Score -366806.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -366884.937500 Penalty: 3961.643555
	Iteration 3Q: 3 clusters Score -366884.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -366939.656250 Penalty: 3961.643555
	Iteration 4Q: 3 clusters Score -366939.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -366968.468750 Penalty: 3961.643555
	Iteration 5Q: 3 clusters Score -366968.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -366989.062500 Penalty: 3961.643555
	Iteration 6Q: 3 clusters Score -366989.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -367004.718750 Penalty: 3961.643555
	Iteration 7Q: 3 clusters Score -367004.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -367021.906250 Penalty: 3961.643555
	Iteration 8Q: 3 clusters Score -367021.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -367031.812500 Penalty: 3961.643555
	Iteration 9Q: 3 clusters Score -367031.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -367043.937500 Penalty: 3961.643555
	Iteration 10Q: 3 clusters Score -367043.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -367050.281250 Penalty: 3961.643555
	Iteration 11Q: 3 clusters Score -367050.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -367054.343750 Penalty: 3961.643555
	Iteration 12Q: 3 clusters Score -367054.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -367059.093750 Penalty: 3961.643555
	Iteration 13Q: 3 clusters Score -367059.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -367060.343750 Penalty: 3961.643555
	Iteration 14Q: 3 clusters Score -367060.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -367062.406250 Penalty: 3961.643555
	Iteration 15Q: 3 clusters Score -367062.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -367065.593750 Penalty: 3961.643555
	Iteration 16Q: 3 clusters Score -367065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -367067.218750 Penalty: 3961.643555
	Iteration 17Q: 3 clusters Score -367067.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -367068.625000 Penalty: 3961.643555
	Iteration 18Q: 3 clusters Score -367068.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -367070.843750 Penalty: 3961.643555
	Iteration 19Q: 3 clusters Score -367070.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -367073.906250 Penalty: 3961.643555
	Iteration 20F: 3 clusters Score -367073.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -367076.218750 Penalty: 3961.643555
	Iteration 21Q: 3 clusters Score -367076.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -367079.750000 Penalty: 3961.643555
	Iteration 22Q: 3 clusters Score -367079.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -367082.968750 Penalty: 3961.643555
	Iteration 23Q: 3 clusters Score -367083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -367085.281250 Penalty: 3961.643555
	Iteration 24Q: 3 clusters Score -367085.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -367088.625000 Penalty: 3961.643555
	Iteration 25Q: 3 clusters Score -367088.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -367091.718750 Penalty: 3961.643555
	Iteration 26Q: 3 clusters Score -367091.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -367093.750000 Penalty: 3961.643555
	Iteration 27Q: 3 clusters Score -367093.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -367095.156250 Penalty: 3961.643555
	Iteration 28Q: 3 clusters Score -367095.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -367097.093750 Penalty: 3961.643555
	Iteration 29Q: 3 clusters Score -367097.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -367097.093750 Penalty: 3961.643555
	Iteration 30F: 3 clusters Score -367097.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Entering Unmasked Estep 
Score: -1454569.875000 Penalty: 2332.358887
	Iteration 0F: 2 clusters Score -1454570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1445567.625000 Penalty: 4664.717773
	Iteration 0F: 3 clusters Score -1445568 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1448321.250000 Penalty: 4664.717773
	Iteration 1F: 3 clusters Score -1448321 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1448708.625000 Penalty: 4664.717773
	Iteration 2F: 3 clusters Score -1448709 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1448995.125000 Penalty: 4664.717773
	Iteration 3F: 3 clusters Score -1448995 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1449251.625000 Penalty: 4664.717773
	Iteration 4Q: 3 clusters Score -1449252 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1449478.250000 Penalty: 4664.717773
	Iteration 5Q: 3 clusters Score -1449478 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1449722.500000 Penalty: 4664.717773
	Iteration 6Q: 3 clusters Score -1449722 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1449977.250000 Penalty: 4664.717773
	Iteration 7Q: 3 clusters Score -1449977 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1450234.000000 Penalty: 4664.717773
	Iteration 8Q: 3 clusters Score -1450234 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1450520.625000 Penalty: 4664.717773
	Iteration 9Q: 3 clusters Score -1450521 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1450850.250000 Penalty: 4664.717773
	Iteration 10Q: 3 clusters Score -1450850 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1451265.375000 Penalty: 4664.717773
	Iteration 11Q: 3 clusters Score -1451265 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1451706.500000 Penalty: 4664.717773
	Iteration 12Q: 3 clusters Score -1451706 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1452131.875000 Penalty: 4664.717773
	Iteration 13Q: 3 clusters Score -1452132 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1452481.375000 Penalty: 4664.717773
	Iteration 14Q: 3 clusters Score -1452481 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1452720.875000 Penalty: 4664.717773
	Iteration 15Q: 3 clusters Score -1452721 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1452840.750000 Penalty: 4664.717773
	Iteration 16Q: 3 clusters Score -1452841 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1452907.375000 Penalty: 4664.717773
	Iteration 17Q: 3 clusters Score -1452907 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1452954.375000 Penalty: 4664.717773
	Iteration 18Q: 3 clusters Score -1452954 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1452990.125000 Penalty: 4664.717773
	Iteration 19Q: 3 clusters Score -1452990 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1453018.875000 Penalty: 4664.717773
	Iteration 20F: 3 clusters Score -1453019 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1453039.125000 Penalty: 4664.717773
	Iteration 21Q: 3 clusters Score -1453039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1453055.500000 Penalty: 4664.717773
	Iteration 22Q: 3 clusters Score -1453056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1453067.125000 Penalty: 4664.717773
	Iteration 23Q: 3 clusters Score -1453067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1453079.250000 Penalty: 4664.717773
	Iteration 24Q: 3 clusters Score -1453079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1453079.000000 Penalty: 4664.717773
	Iteration 25Q: 3 clusters Score -1453079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1453083.750000 Penalty: 4664.717773
	Iteration 26Q: 3 clusters Score -1453084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1453086.500000 Penalty: 4664.717773
	Iteration 27Q: 3 clusters Score -1453086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1453090.750000 Penalty: 4664.717773
	Iteration 28Q: 3 clusters Score -1453091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1453091.750000 Penalty: 4664.717773
	Iteration 29Q: 3 clusters Score -1453092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1453093.000000 Penalty: 4664.717773
	Iteration 30Q: 3 clusters Score -1453093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1453093.000000 Penalty: 4664.717773
	Iteration 31Q: 3 clusters Score -1453093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1453093.000000 Penalty: 4664.717773
	Iteration 32Q: 3 clusters Score -1453093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1453094.375000 Penalty: 4664.717773
	Iteration 33Q: 3 clusters Score -1453094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1453091.750000 Penalty: 4664.717773
	Iteration 34Q: 3 clusters Score -1453092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1453091.375000 Penalty: 4664.717773
	Iteration 35Q: 3 clusters Score -1453091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1453091.000000 Penalty: 4664.717773
	Iteration 36Q: 3 clusters Score -1453091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1453091.500000 Penalty: 4664.717773
	Iteration 37Q: 3 clusters Score -1453092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1453094.000000 Penalty: 4664.717773
	Iteration 38Q: 3 clusters Score -1453094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1453091.875000 Penalty: 4664.717773
	Iteration 39Q: 3 clusters Score -1453092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1453096.750000 Penalty: 4664.717773
	Iteration 40F: 3 clusters Score -1453097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1453093.250000 Penalty: 4664.717773
	Iteration 41Q: 3 clusters Score -1453093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1453095.750000 Penalty: 4664.717773
	Iteration 42Q: 3 clusters Score -1453096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1453094.000000 Penalty: 4664.717773
	Iteration 43Q: 3 clusters Score -1453094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1453095.125000 Penalty: 4664.717773
	Iteration 44Q: 3 clusters Score -1453095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1453095.250000 Penalty: 4664.717773
	Iteration 45Q: 3 clusters Score -1453095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1453096.125000 Penalty: 4664.717773
	Iteration 46Q: 3 clusters Score -1453096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1453094.750000 Penalty: 4664.717773
	Iteration 47Q: 3 clusters Score -1453095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1453096.375000 Penalty: 4664.717773
	Iteration 48Q: 3 clusters Score -1453096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1453096.375000 Penalty: 4664.717773
	Iteration 49Q: 3 clusters Score -1453096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1453096.500000 Penalty: 4664.717773
	Iteration 50Q: 3 clusters Score -1453096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1453097.375000 Penalty: 4664.717773
	Iteration 51Q: 3 clusters Score -1453097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1453098.500000 Penalty: 4664.717773
	Iteration 52Q: 3 clusters Score -1453098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1453097.625000 Penalty: 4664.717773
	Iteration 53Q: 3 clusters Score -1453098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1453096.625000 Penalty: 4664.717773
	Iteration 54Q: 3 clusters Score -1453097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1453096.625000 Penalty: 4664.717773
	Iteration 55F: 3 clusters Score -1453097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -59266.429688 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -59266.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -57702.738281 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -57702.74 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58374.988281 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -58374.99 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -58595.140625 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -58595.14 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -58737.507812 Penalty: 3176.172607
	Iteration 3F: 3 clusters Score -58737.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -58842.945312 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -58842.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58971.273438 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -58971.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59141.828125 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -59141.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59344.769531 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -59344.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -59560.703125 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -59560.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -59708.546875 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -59708.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -59861.664062 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -59861.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59884.441406 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -59884.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -59894.359375 Penalty: 3176.172607
	Iteration 12Q: 3 clusters Score -59894.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -59901.878906 Penalty: 3176.172607
	Iteration 13F: 3 clusters Score -59901.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -59989.703125 Penalty: 3176.172607
	Iteration 14Q: 3 clusters Score -59989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -60077.761719 Penalty: 3176.172607
	Iteration 15Q: 3 clusters Score -60077.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -60077.761719 Penalty: 3176.172607
	Iteration 16F: 3 clusters Score -60077.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2943 members 
Mstep: Class 4 contains 12145 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176512 members 
Mstep: Class 9 contains 114178 members 
Mstep: Class 10 contains 127445 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184470 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48794 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7375 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177640 members 
Mstep: Class 20 contains 67567 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 156 members 
Entering Unmasked Estep 
Score: -119271872.000000 Penalty: 75182.937500
Splitting cluster 5 changes total score from -119272880.000000 to -119271872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -61719.035156 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -61719.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -60188.289062 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -60188.29 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61119.796875 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -61119.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62002.285156 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -62002.29 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -62595.488281 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -62595.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -62811.039062 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -62811.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -62910.417969 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -62910.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -62970.453125 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -62970.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -63016.125000 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -63016.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -63109.855469 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -63109.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -63185.261719 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -63185.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -63213.410156 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -63213.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -63213.410156 Penalty: 3232.031738
	Iteration 11F: 3 clusters Score -63213.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2943 members 
Mstep: Class 4 contains 12145 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 523 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176512 members 
Mstep: Class 9 contains 114178 members 
Mstep: Class 10 contains 127445 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184470 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48794 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7375 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177640 members 
Mstep: Class 20 contains 67567 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 153 members 
Entering Unmasked Estep 
Score: -119272648.000000 Penalty: 75182.937500
Splitting cluster 6 changes total score from -119272880.000000 to -119272648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -79539.718750 Penalty: 1637.441772
	Iteration 0F: 2 clusters Score -79539.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -77843.445312 Penalty: 3274.883545
	Iteration 0F: 3 clusters Score -77843.45 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -78181.882812 Penalty: 3274.883545
	Iteration 1F: 3 clusters Score -78181.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -78308.414062 Penalty: 3274.883545
	Iteration 2F: 3 clusters Score -78308.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78376.968750 Penalty: 3274.883545
	Iteration 3Q: 3 clusters Score -78376.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -78407.898438 Penalty: 3274.883545
	Iteration 4Q: 3 clusters Score -78407.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78433.609375 Penalty: 3274.883545
	Iteration 5Q: 3 clusters Score -78433.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78452.210938 Penalty: 3274.883545
	Iteration 6Q: 3 clusters Score -78452.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -78471.046875 Penalty: 3274.883545
	Iteration 7Q: 3 clusters Score -78471.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -78484.992188 Penalty: 3274.883545
	Iteration 8Q: 3 clusters Score -78484.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78487.937500 Penalty: 3274.883545
	Iteration 9Q: 3 clusters Score -78487.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -78493.164062 Penalty: 3274.883545
	Iteration 10Q: 3 clusters Score -78493.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78498.187500 Penalty: 3274.883545
	Iteration 11Q: 3 clusters Score -78498.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78498.187500 Penalty: 3274.883545
	Iteration 12F: 3 clusters Score -78498.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (176512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176512 members 
Entering Unmasked Estep 
Score: -22250694.000000 Penalty: 2996.123779
	Iteration 0F: 2 clusters Score -2.225069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87998 members 
Mstep: Class 2 contains 88514 members 
Entering Unmasked Estep 
Score: -22134290.000000 Penalty: 5992.247559
	Iteration 0F: 3 clusters Score -2.213429e+07 nChanged 84537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80933 members 
Mstep: Class 2 contains 95579 members 
Entering Unmasked Estep 
Score: -22184994.000000 Penalty: 5992.247559
	Iteration 1F: 3 clusters Score -2.218499e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76325 members 
Mstep: Class 2 contains 100187 members 
Entering Unmasked Estep 
Score: -22187520.000000 Penalty: 5992.247559
	Iteration 2Q: 3 clusters Score -2.218752e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69622 members 
Mstep: Class 2 contains 106890 members 
Entering Unmasked Estep 
Score: -22191116.000000 Penalty: 5992.247559
	Iteration 3Q: 3 clusters Score -2.219112e+07 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60294 members 
Mstep: Class 2 contains 116218 members 
Entering Unmasked Estep 
Score: -22197112.000000 Penalty: 5992.247559
	Iteration 4F: 3 clusters Score -2.219711e+07 nChanged 13102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 128502 members 
Entering Unmasked Estep 
Score: -22206784.000000 Penalty: 5992.247559
	Iteration 5F: 3 clusters Score -2.220678e+07 nChanged 14465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 142609 members 
Entering Unmasked Estep 
Score: -22219384.000000 Penalty: 5992.247559
	Iteration 6F: 3 clusters Score -2.221938e+07 nChanged 13143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 155536 members 
Entering Unmasked Estep 
Score: -22232210.000000 Penalty: 5992.247559
	Iteration 7F: 3 clusters Score -2.223221e+07 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 164675 members 
Entering Unmasked Estep 
Score: -22241262.000000 Penalty: 5992.247559
	Iteration 8F: 3 clusters Score -2.224126e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 169569 members 
Entering Unmasked Estep 
Score: -22245432.000000 Penalty: 5992.247559
	Iteration 9Q: 3 clusters Score -2.224543e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 171865 members 
Entering Unmasked Estep 
Score: -22247122.000000 Penalty: 5992.247559
	Iteration 10Q: 3 clusters Score -2.224712e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 173165 members 
Entering Unmasked Estep 
Score: -22247836.000000 Penalty: 5992.247559
	Iteration 11Q: 3 clusters Score -2.224784e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 173939 members 
Entering Unmasked Estep 
Score: -22248024.000000 Penalty: 5992.247559
	Iteration 12Q: 3 clusters Score -2.224802e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 174423 members 
Entering Unmasked Estep 
Score: -22248212.000000 Penalty: 5992.247559
	Iteration 13Q: 3 clusters Score -2.224821e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 174729 members 
Entering Unmasked Estep 
Score: -22248290.000000 Penalty: 5992.247559
	Iteration 14Q: 3 clusters Score -2.224829e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 174952 members 
Entering Unmasked Estep 
Score: -22248382.000000 Penalty: 5992.247559
	Iteration 15Q: 3 clusters Score -2.224838e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 175094 members 
Entering Unmasked Estep 
Score: -22248412.000000 Penalty: 5992.247559
	Iteration 16Q: 3 clusters Score -2.224841e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 175205 members 
Entering Unmasked Estep 
Score: -22248430.000000 Penalty: 5992.247559
	Iteration 17Q: 3 clusters Score -2.224843e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 175279 members 
Entering Unmasked Estep 
Score: -22248420.000000 Penalty: 5992.247559
	Iteration 18Q: 3 clusters Score -2.224842e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 175329 members 
Entering Unmasked Estep 
Score: -22248436.000000 Penalty: 5992.247559
	Iteration 19Q: 3 clusters Score -2.224844e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 175363 members 
Entering Unmasked Estep 
Score: -22248438.000000 Penalty: 5992.247559
	Iteration 20F: 3 clusters Score -2.224844e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 175410 members 
Entering Unmasked Estep 
Score: -22248468.000000 Penalty: 5992.247559
	Iteration 21Q: 3 clusters Score -2.224847e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 175445 members 
Entering Unmasked Estep 
Score: -22248502.000000 Penalty: 5992.247559
	Iteration 22Q: 3 clusters Score -2.22485e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 175474 members 
Entering Unmasked Estep 
Score: -22248540.000000 Penalty: 5992.247559
	Iteration 23Q: 3 clusters Score -2.224854e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 175491 members 
Entering Unmasked Estep 
Score: -22248532.000000 Penalty: 5992.247559
	Iteration 24Q: 3 clusters Score -2.224853e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 175515 members 
Entering Unmasked Estep 
Score: -22248540.000000 Penalty: 5992.247559
	Iteration 25Q: 3 clusters Score -2.224854e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 175532 members 
Entering Unmasked Estep 
Score: -22248538.000000 Penalty: 5992.247559
	Iteration 26Q: 3 clusters Score -2.224854e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 175550 members 
Entering Unmasked Estep 
Score: -22248530.000000 Penalty: 5992.247559
	Iteration 27Q: 3 clusters Score -2.224853e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 175567 members 
Entering Unmasked Estep 
Score: -22248524.000000 Penalty: 5992.247559
	Iteration 28Q: 3 clusters Score -2.224852e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 175583 members 
Entering Unmasked Estep 
Score: -22248540.000000 Penalty: 5992.247559
	Iteration 29Q: 3 clusters Score -2.224854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 175590 members 
Entering Unmasked Estep 
Score: -22248546.000000 Penalty: 5992.247559
	Iteration 30Q: 3 clusters Score -2.224855e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 175593 members 
Entering Unmasked Estep 
Score: -22248562.000000 Penalty: 5992.247559
	Iteration 31Q: 3 clusters Score -2.224856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 175594 members 
Entering Unmasked Estep 
Score: -22248556.000000 Penalty: 5992.247559
	Iteration 32Q: 3 clusters Score -2.224856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 175598 members 
Entering Unmasked Estep 
Score: -22248570.000000 Penalty: 5992.247559
	Iteration 33Q: 3 clusters Score -2.224857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 175599 members 
Entering Unmasked Estep 
Score: -22248576.000000 Penalty: 5992.247559
	Iteration 34Q: 3 clusters Score -2.224858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 175600 members 
Entering Unmasked Estep 
Score: -22248578.000000 Penalty: 5992.247559
	Iteration 35Q: 3 clusters Score -2.224858e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 175604 members 
Entering Unmasked Estep 
Score: -22248584.000000 Penalty: 5992.247559
	Iteration 36Q: 3 clusters Score -2.224858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 175611 members 
Entering Unmasked Estep 
Score: -22248590.000000 Penalty: 5992.247559
	Iteration 37Q: 3 clusters Score -2.224859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 175621 members 
Entering Unmasked Estep 
Score: -22248594.000000 Penalty: 5992.247559
	Iteration 38Q: 3 clusters Score -2.224859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 175624 members 
Entering Unmasked Estep 
Score: -22248600.000000 Penalty: 5992.247559
	Iteration 39Q: 3 clusters Score -2.22486e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 175622 members 
Entering Unmasked Estep 
Score: -22248608.000000 Penalty: 5992.247559
	Iteration 40F: 3 clusters Score -2.224861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 175614 members 
Entering Unmasked Estep 
Score: -22248606.000000 Penalty: 5992.247559
	Iteration 41Q: 3 clusters Score -2.224861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 175609 members 
Entering Unmasked Estep 
Score: -22248606.000000 Penalty: 5992.247559
	Iteration 42Q: 3 clusters Score -2.224861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 175607 members 
Entering Unmasked Estep 
Score: -22248590.000000 Penalty: 5992.247559
	Iteration 43Q: 3 clusters Score -2.224859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 175611 members 
Entering Unmasked Estep 
Score: -22248602.000000 Penalty: 5992.247559
	Iteration 44Q: 3 clusters Score -2.22486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 175614 members 
Entering Unmasked Estep 
Score: -22248592.000000 Penalty: 5992.247559
	Iteration 45Q: 3 clusters Score -2.224859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 175617 members 
Entering Unmasked Estep 
Score: -22248598.000000 Penalty: 5992.247559
	Iteration 46Q: 3 clusters Score -2.22486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 175618 members 
Entering Unmasked Estep 
Score: -22248606.000000 Penalty: 5992.247559
	Iteration 47Q: 3 clusters Score -2.224861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 175621 members 
Entering Unmasked Estep 
Score: -22248600.000000 Penalty: 5992.247559
	Iteration 48Q: 3 clusters Score -2.22486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 175621 members 
Entering Unmasked Estep 
Score: -22248612.000000 Penalty: 5992.247559
	Iteration 49Q: 3 clusters Score -2.224861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 175621 members 
Entering Unmasked Estep 
Score: -22248608.000000 Penalty: 5992.247559
	Iteration 50Q: 3 clusters Score -2.224861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 175620 members 
Entering Unmasked Estep 
Score: -22248602.000000 Penalty: 5992.247559
	Iteration 51Q: 3 clusters Score -2.22486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 175620 members 
Entering Unmasked Estep 
Score: -22248608.000000 Penalty: 5992.247559
	Iteration 52Q: 3 clusters Score -2.224861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 175620 members 
Entering Unmasked Estep 
Score: -22248606.000000 Penalty: 5992.247559
	Iteration 53Q: 3 clusters Score -2.224861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 175621 members 
Entering Unmasked Estep 
Score: -22248610.000000 Penalty: 5992.247559
	Iteration 54Q: 3 clusters Score -2.224861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 175623 members 
Entering Unmasked Estep 
Score: -22248624.000000 Penalty: 5992.247559
	Iteration 55Q: 3 clusters Score -2.224862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 175624 members 
Entering Unmasked Estep 
Score: -22248624.000000 Penalty: 5992.247559
	Iteration 56Q: 3 clusters Score -2.224862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 175627 members 
Entering Unmasked Estep 
Score: -22248614.000000 Penalty: 5992.247559
	Iteration 57Q: 3 clusters Score -2.224861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 175628 members 
Entering Unmasked Estep 
Score: -22248624.000000 Penalty: 5992.247559
	Iteration 58Q: 3 clusters Score -2.224862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 175632 members 
Entering Unmasked Estep 
Score: -22248616.000000 Penalty: 5992.247559
	Iteration 59Q: 3 clusters Score -2.224862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 175632 members 
Entering Unmasked Estep 
Score: -22248624.000000 Penalty: 5992.247559
	Iteration 60F: 3 clusters Score -2.224862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 175632 members 
Entering Unmasked Estep 
Score: -22248622.000000 Penalty: 5992.247559
	Iteration 61Q: 3 clusters Score -2.224862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 175636 members 
Entering Unmasked Estep 
Score: -22248612.000000 Penalty: 5992.247559
	Iteration 62Q: 3 clusters Score -2.224861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 175639 members 
Entering Unmasked Estep 
Score: -22248606.000000 Penalty: 5992.247559
	Iteration 63Q: 3 clusters Score -2.224861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 175644 members 
Entering Unmasked Estep 
Score: -22248616.000000 Penalty: 5992.247559
	Iteration 64Q: 3 clusters Score -2.224862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 175648 members 
Entering Unmasked Estep 
Score: -22248606.000000 Penalty: 5992.247559
	Iteration 65Q: 3 clusters Score -2.224861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 175649 members 
Entering Unmasked Estep 
Score: -22248622.000000 Penalty: 5992.247559
	Iteration 66Q: 3 clusters Score -2.224862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 175646 members 
Entering Unmasked Estep 
Score: -22248618.000000 Penalty: 5992.247559
	Iteration 67Q: 3 clusters Score -2.224862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 175646 members 
Entering Unmasked Estep 
Score: -22248624.000000 Penalty: 5992.247559
	Iteration 68Q: 3 clusters Score -2.224862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 175645 members 
Entering Unmasked Estep 
Score: -22248624.000000 Penalty: 5992.247559
	Iteration 69Q: 3 clusters Score -2.224862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 175645 members 
Entering Unmasked Estep 
Score: -22248624.000000 Penalty: 5992.247559
	Iteration 70F: 3 clusters Score -2.224862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (114178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114178 members 
Entering Unmasked Estep 
Score: -14435264.000000 Penalty: 2888.087402
	Iteration 0F: 2 clusters Score -1.443526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57137 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -14359044.000000 Penalty: 5776.174805
	Iteration 0F: 3 clusters Score -1.435904e+07 nChanged 54089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 56462 members 
Entering Unmasked Estep 
Score: -14389914.000000 Penalty: 5776.174805
	Iteration 1F: 3 clusters Score -1.438991e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 56026 members 
Entering Unmasked Estep 
Score: -14390553.000000 Penalty: 5776.174805
	Iteration 2Q: 3 clusters Score -1.439055e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 55393 members 
Entering Unmasked Estep 
Score: -14391241.000000 Penalty: 5776.174805
	Iteration 3Q: 3 clusters Score -1.439124e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -14391880.000000 Penalty: 5776.174805
	Iteration 4Q: 3 clusters Score -1.439188e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61216 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -14392857.000000 Penalty: 5776.174805
	Iteration 5Q: 3 clusters Score -1.439286e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63391 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -14393878.000000 Penalty: 5776.174805
	Iteration 6Q: 3 clusters Score -1.439388e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66514 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -14395722.000000 Penalty: 5776.174805
	Iteration 7Q: 3 clusters Score -1.439572e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70953 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -14398351.000000 Penalty: 5776.174805
	Iteration 8Q: 3 clusters Score -1.439835e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -14402997.000000 Penalty: 5776.174805
	Iteration 9F: 3 clusters Score -1.4403e+07 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84176 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -14409687.000000 Penalty: 5776.174805
	Iteration 10F: 3 clusters Score -1.440969e+07 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91120 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -14416634.000000 Penalty: 5776.174805
	Iteration 11F: 3 clusters Score -1.441663e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96213 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -14421922.000000 Penalty: 5776.174805
	Iteration 12F: 3 clusters Score -1.442192e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99462 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -14425214.000000 Penalty: 5776.174805
	Iteration 13Q: 3 clusters Score -1.442521e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101672 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -14427116.000000 Penalty: 5776.174805
	Iteration 14Q: 3 clusters Score -1.442712e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103359 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -14428310.000000 Penalty: 5776.174805
	Iteration 15Q: 3 clusters Score -1.442831e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104748 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -14429246.000000 Penalty: 5776.174805
	Iteration 16Q: 3 clusters Score -1.442925e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105970 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -14429973.000000 Penalty: 5776.174805
	Iteration 17Q: 3 clusters Score -1.442997e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106975 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -14430515.000000 Penalty: 5776.174805
	Iteration 18Q: 3 clusters Score -1.443052e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107779 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -14430901.000000 Penalty: 5776.174805
	Iteration 19Q: 3 clusters Score -1.44309e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108451 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -14431218.000000 Penalty: 5776.174805
	Iteration 20F: 3 clusters Score -1.443122e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109042 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -14431513.000000 Penalty: 5776.174805
	Iteration 21Q: 3 clusters Score -1.443151e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109537 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -14431715.000000 Penalty: 5776.174805
	Iteration 22Q: 3 clusters Score -1.443172e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109970 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -14431896.000000 Penalty: 5776.174805
	Iteration 23Q: 3 clusters Score -1.44319e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110328 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -14432036.000000 Penalty: 5776.174805
	Iteration 24Q: 3 clusters Score -1.443204e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110661 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -14432169.000000 Penalty: 5776.174805
	Iteration 25Q: 3 clusters Score -1.443217e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110949 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -14432241.000000 Penalty: 5776.174805
	Iteration 26Q: 3 clusters Score -1.443224e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111188 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -14432293.000000 Penalty: 5776.174805
	Iteration 27Q: 3 clusters Score -1.443229e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111392 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -14432381.000000 Penalty: 5776.174805
	Iteration 28Q: 3 clusters Score -1.443238e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111569 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -14432431.000000 Penalty: 5776.174805
	Iteration 29Q: 3 clusters Score -1.443243e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111720 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -14432486.000000 Penalty: 5776.174805
	Iteration 30Q: 3 clusters Score -1.443249e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111853 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -14432554.000000 Penalty: 5776.174805
	Iteration 31Q: 3 clusters Score -1.443255e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111968 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -14432571.000000 Penalty: 5776.174805
	Iteration 32Q: 3 clusters Score -1.443257e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112077 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -14432633.000000 Penalty: 5776.174805
	Iteration 33Q: 3 clusters Score -1.443263e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112173 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -14432656.000000 Penalty: 5776.174805
	Iteration 34Q: 3 clusters Score -1.443266e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112258 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -14432669.000000 Penalty: 5776.174805
	Iteration 35Q: 3 clusters Score -1.443267e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112334 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -14432689.000000 Penalty: 5776.174805
	Iteration 36Q: 3 clusters Score -1.443269e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112405 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -14432696.000000 Penalty: 5776.174805
	Iteration 37Q: 3 clusters Score -1.44327e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112482 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -14432731.000000 Penalty: 5776.174805
	Iteration 38Q: 3 clusters Score -1.443273e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112546 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -14432748.000000 Penalty: 5776.174805
	Iteration 39Q: 3 clusters Score -1.443275e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112599 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -14432761.000000 Penalty: 5776.174805
	Iteration 40F: 3 clusters Score -1.443276e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112635 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -14432759.000000 Penalty: 5776.174805
	Iteration 41Q: 3 clusters Score -1.443276e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112669 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -14432780.000000 Penalty: 5776.174805
	Iteration 42Q: 3 clusters Score -1.443278e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112710 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -14432816.000000 Penalty: 5776.174805
	Iteration 43Q: 3 clusters Score -1.443282e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112732 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -14432848.000000 Penalty: 5776.174805
	Iteration 44Q: 3 clusters Score -1.443285e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112757 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -14432848.000000 Penalty: 5776.174805
	Iteration 45Q: 3 clusters Score -1.443285e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112785 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -14432868.000000 Penalty: 5776.174805
	Iteration 46Q: 3 clusters Score -1.443287e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112808 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -14432860.000000 Penalty: 5776.174805
	Iteration 47Q: 3 clusters Score -1.443286e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112829 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -14432873.000000 Penalty: 5776.174805
	Iteration 48Q: 3 clusters Score -1.443287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112839 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -14432873.000000 Penalty: 5776.174805
	Iteration 49Q: 3 clusters Score -1.443287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112847 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -14432872.000000 Penalty: 5776.174805
	Iteration 50Q: 3 clusters Score -1.443287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112855 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -14432878.000000 Penalty: 5776.174805
	Iteration 51Q: 3 clusters Score -1.443288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112866 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -14432860.000000 Penalty: 5776.174805
	Iteration 52Q: 3 clusters Score -1.443286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112874 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -14432866.000000 Penalty: 5776.174805
	Iteration 53Q: 3 clusters Score -1.443287e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112883 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -14432854.000000 Penalty: 5776.174805
	Iteration 54Q: 3 clusters Score -1.443285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112887 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -14432856.000000 Penalty: 5776.174805
	Iteration 55Q: 3 clusters Score -1.443286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112890 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -14432849.000000 Penalty: 5776.174805
	Iteration 56Q: 3 clusters Score -1.443285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112892 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -14432861.000000 Penalty: 5776.174805
	Iteration 57Q: 3 clusters Score -1.443286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112896 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -14432863.000000 Penalty: 5776.174805
	Iteration 58Q: 3 clusters Score -1.443286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112902 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -14432850.000000 Penalty: 5776.174805
	Iteration 59Q: 3 clusters Score -1.443285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112907 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -14432857.000000 Penalty: 5776.174805
	Iteration 60F: 3 clusters Score -1.443286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112911 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -14432861.000000 Penalty: 5776.174805
	Iteration 61Q: 3 clusters Score -1.443286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112916 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -14432861.000000 Penalty: 5776.174805
	Iteration 62Q: 3 clusters Score -1.443286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112923 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -14432855.000000 Penalty: 5776.174805
	Iteration 63Q: 3 clusters Score -1.443286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112928 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -14432871.000000 Penalty: 5776.174805
	Iteration 64Q: 3 clusters Score -1.443287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112934 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -14432868.000000 Penalty: 5776.174805
	Iteration 65Q: 3 clusters Score -1.443287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112937 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -14432865.000000 Penalty: 5776.174805
	Iteration 66Q: 3 clusters Score -1.443286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112938 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -14432867.000000 Penalty: 5776.174805
	Iteration 67Q: 3 clusters Score -1.443287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112939 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -14432873.000000 Penalty: 5776.174805
	Iteration 68Q: 3 clusters Score -1.443287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112940 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -14432868.000000 Penalty: 5776.174805
	Iteration 69Q: 3 clusters Score -1.443287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112941 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -14432865.000000 Penalty: 5776.174805
	Iteration 70Q: 3 clusters Score -1.443286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112941 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -14432865.000000 Penalty: 5776.174805
	Iteration 71F: 3 clusters Score -1.443286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (127445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127445 members 
Entering Unmasked Estep 
Score: -16140718.000000 Penalty: 2915.349121
	Iteration 0F: 2 clusters Score -1.614072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 63325 members 
Entering Unmasked Estep 
Score: -16055358.000000 Penalty: 5830.698242
	Iteration 0F: 3 clusters Score -1.605536e+07 nChanged 60587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -16090408.000000 Penalty: 5830.698242
	Iteration 1F: 3 clusters Score -1.609041e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -16091849.000000 Penalty: 5830.698242
	Iteration 2Q: 3 clusters Score -1.609185e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76678 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -16093890.000000 Penalty: 5830.698242
	Iteration 3Q: 3 clusters Score -1.609389e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83698 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -16097814.000000 Penalty: 5830.698242
	Iteration 4F: 3 clusters Score -1.609781e+07 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93421 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -16105037.000000 Penalty: 5830.698242
	Iteration 5F: 3 clusters Score -1.610504e+07 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105385 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -16115839.000000 Penalty: 5830.698242
	Iteration 6F: 3 clusters Score -1.611584e+07 nChanged 11287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116672 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -16127421.000000 Penalty: 5830.698242
	Iteration 7F: 3 clusters Score -1.612742e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123645 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -16134466.000000 Penalty: 5830.698242
	Iteration 8F: 3 clusters Score -1.613447e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126333 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -16137002.000000 Penalty: 5830.698242
	Iteration 9Q: 3 clusters Score -1.6137e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127002 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -16137667.000000 Penalty: 5830.698242
	Iteration 10Q: 3 clusters Score -1.613767e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127171 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -16137898.000000 Penalty: 5830.698242
	Iteration 11Q: 3 clusters Score -1.61379e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127215 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16138021.000000 Penalty: 5830.698242
	Iteration 12Q: 3 clusters Score -1.613802e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127221 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16138066.000000 Penalty: 5830.698242
	Iteration 13Q: 3 clusters Score -1.613807e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127229 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16138102.000000 Penalty: 5830.698242
	Iteration 14Q: 3 clusters Score -1.61381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127235 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -16138135.000000 Penalty: 5830.698242
	Iteration 15Q: 3 clusters Score -1.613814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127233 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16138146.000000 Penalty: 5830.698242
	Iteration 16Q: 3 clusters Score -1.613815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127229 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16138141.000000 Penalty: 5830.698242
	Iteration 17Q: 3 clusters Score -1.613814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127227 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16138140.000000 Penalty: 5830.698242
	Iteration 18Q: 3 clusters Score -1.613814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127228 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16138155.000000 Penalty: 5830.698242
	Iteration 19Q: 3 clusters Score -1.613816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127228 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16138145.000000 Penalty: 5830.698242
	Iteration 20F: 3 clusters Score -1.613814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -75501.640625 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -75501.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -73814.945312 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -73814.95 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74178.726562 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -74178.73 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74406.898438 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -74406.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74538.492188 Penalty: 3270.829102
	Iteration 3Q: 3 clusters Score -74538.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -74617.335938 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -74617.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74684.390625 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -74684.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74746.171875 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -74746.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -74823.460938 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -74823.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -74961.289062 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -74961.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -75062.945312 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -75062.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -75121.875000 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -75121.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -75214.679688 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -75214.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -75293.898438 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -75293.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75321.562500 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -75321.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75325.804688 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -75325.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75325.804688 Penalty: 3270.829102
	Iteration 15F: 3 clusters Score -75325.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -147411.468750 Penalty: 1762.234985
	Iteration 0F: 2 clusters Score -147411.5 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 612 members 
Entering Unmasked Estep 
Score: -145314.468750 Penalty: 3524.469971
	Iteration 0F: 3 clusters Score -145314.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -145593.140625 Penalty: 3524.469971
	Iteration 1F: 3 clusters Score -145593.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -145673.500000 Penalty: 3524.469971
	Iteration 2F: 3 clusters Score -145673.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -145707.468750 Penalty: 3524.469971
	Iteration 3Q: 3 clusters Score -145707.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -145730.500000 Penalty: 3524.469971
	Iteration 4Q: 3 clusters Score -145730.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -145744.312500 Penalty: 3524.469971
	Iteration 5Q: 3 clusters Score -145744.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -145760.015625 Penalty: 3524.469971
	Iteration 6Q: 3 clusters Score -145760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -145771.234375 Penalty: 3524.469971
	Iteration 7Q: 3 clusters Score -145771.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -145782.093750 Penalty: 3524.469971
	Iteration 8Q: 3 clusters Score -145782.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -145795.046875 Penalty: 3524.469971
	Iteration 9Q: 3 clusters Score -145795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -145807.468750 Penalty: 3524.469971
	Iteration 10Q: 3 clusters Score -145807.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -145816.359375 Penalty: 3524.469971
	Iteration 11Q: 3 clusters Score -145816.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -145820.578125 Penalty: 3524.469971
	Iteration 12Q: 3 clusters Score -145820.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -145822.765625 Penalty: 3524.469971
	Iteration 13Q: 3 clusters Score -145822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -145823.250000 Penalty: 3524.469971
	Iteration 14Q: 3 clusters Score -145823.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -145824.671875 Penalty: 3524.469971
	Iteration 15Q: 3 clusters Score -145824.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -145824.671875 Penalty: 3524.469971
	Iteration 16F: 3 clusters Score -145824.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (184470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184470 members 
Entering Unmasked Estep 
Score: -23196696.000000 Penalty: 3007.060059
	Iteration 0F: 2 clusters Score -2.31967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92050 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
Score: -23076050.000000 Penalty: 6014.120117
	Iteration 0F: 3 clusters Score -2.307605e+07 nChanged 88574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91644 members 
Mstep: Class 2 contains 92826 members 
Entering Unmasked Estep 
Score: -23126894.000000 Penalty: 6014.120117
	Iteration 1F: 3 clusters Score -2.312689e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90977 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -23127816.000000 Penalty: 6014.120117
	Iteration 2Q: 3 clusters Score -2.312782e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89929 members 
Mstep: Class 2 contains 94541 members 
Entering Unmasked Estep 
Score: -23128644.000000 Penalty: 6014.120117
	Iteration 3Q: 3 clusters Score -2.312864e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88274 members 
Mstep: Class 2 contains 96196 members 
Entering Unmasked Estep 
Score: -23129836.000000 Penalty: 6014.120117
	Iteration 4Q: 3 clusters Score -2.312984e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85715 members 
Mstep: Class 2 contains 98755 members 
Entering Unmasked Estep 
Score: -23131190.000000 Penalty: 6014.120117
	Iteration 5Q: 3 clusters Score -2.313119e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81850 members 
Mstep: Class 2 contains 102620 members 
Entering Unmasked Estep 
Score: -23133310.000000 Penalty: 6014.120117
	Iteration 6Q: 3 clusters Score -2.313331e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76151 members 
Mstep: Class 2 contains 108319 members 
Entering Unmasked Estep 
Score: -23136484.000000 Penalty: 6014.120117
	Iteration 7Q: 3 clusters Score -2.313648e+07 nChanged 8907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68124 members 
Mstep: Class 2 contains 116346 members 
Entering Unmasked Estep 
Score: -23141700.000000 Penalty: 6014.120117
	Iteration 8Q: 3 clusters Score -2.31417e+07 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 126905 members 
Entering Unmasked Estep 
Score: -23149844.000000 Penalty: 6014.120117
	Iteration 9F: 3 clusters Score -2.314984e+07 nChanged 12553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 139188 members 
Entering Unmasked Estep 
Score: -23160192.000000 Penalty: 6014.120117
	Iteration 10F: 3 clusters Score -2.316019e+07 nChanged 12336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 151344 members 
Entering Unmasked Estep 
Score: -23170706.000000 Penalty: 6014.120117
	Iteration 11F: 3 clusters Score -2.317071e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 161466 members 
Entering Unmasked Estep 
Score: -23179060.000000 Penalty: 6014.120117
	Iteration 12F: 3 clusters Score -2.317906e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 168852 members 
Entering Unmasked Estep 
Score: -23184676.000000 Penalty: 6014.120117
	Iteration 13Q: 3 clusters Score -2.318468e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 173823 members 
Entering Unmasked Estep 
Score: -23188372.000000 Penalty: 6014.120117
	Iteration 14Q: 3 clusters Score -2.318837e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 177106 members 
Entering Unmasked Estep 
Score: -23190672.000000 Penalty: 6014.120117
	Iteration 15Q: 3 clusters Score -2.319067e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 179160 members 
Entering Unmasked Estep 
Score: -23192136.000000 Penalty: 6014.120117
	Iteration 16Q: 3 clusters Score -2.319214e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 180383 members 
Entering Unmasked Estep 
Score: -23192856.000000 Penalty: 6014.120117
	Iteration 17Q: 3 clusters Score -2.319286e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 181116 members 
Entering Unmasked Estep 
Score: -23193396.000000 Penalty: 6014.120117
	Iteration 18Q: 3 clusters Score -2.31934e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 181576 members 
Entering Unmasked Estep 
Score: -23193760.000000 Penalty: 6014.120117
	Iteration 19Q: 3 clusters Score -2.319376e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 181893 members 
Entering Unmasked Estep 
Score: -23194048.000000 Penalty: 6014.120117
	Iteration 20F: 3 clusters Score -2.319405e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 182081 members 
Entering Unmasked Estep 
Score: -23194228.000000 Penalty: 6014.120117
	Iteration 21Q: 3 clusters Score -2.319423e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 182202 members 
Entering Unmasked Estep 
Score: -23194298.000000 Penalty: 6014.120117
	Iteration 22Q: 3 clusters Score -2.31943e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 182293 members 
Entering Unmasked Estep 
Score: -23194424.000000 Penalty: 6014.120117
	Iteration 23Q: 3 clusters Score -2.319442e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 182339 members 
Entering Unmasked Estep 
Score: -23194526.000000 Penalty: 6014.120117
	Iteration 24Q: 3 clusters Score -2.319453e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 182366 members 
Entering Unmasked Estep 
Score: -23194566.000000 Penalty: 6014.120117
	Iteration 25Q: 3 clusters Score -2.319457e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 182375 members 
Entering Unmasked Estep 
Score: -23194602.000000 Penalty: 6014.120117
	Iteration 26Q: 3 clusters Score -2.31946e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 182385 members 
Entering Unmasked Estep 
Score: -23194636.000000 Penalty: 6014.120117
	Iteration 27Q: 3 clusters Score -2.319464e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 182396 members 
Entering Unmasked Estep 
Score: -23194680.000000 Penalty: 6014.120117
	Iteration 28Q: 3 clusters Score -2.319468e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 182406 members 
Entering Unmasked Estep 
Score: -23194700.000000 Penalty: 6014.120117
	Iteration 29Q: 3 clusters Score -2.31947e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 182395 members 
Entering Unmasked Estep 
Score: -23194730.000000 Penalty: 6014.120117
	Iteration 30Q: 3 clusters Score -2.319473e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 182376 members 
Entering Unmasked Estep 
Score: -23194716.000000 Penalty: 6014.120117
	Iteration 31Q: 3 clusters Score -2.319472e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 182360 members 
Entering Unmasked Estep 
Score: -23194756.000000 Penalty: 6014.120117
	Iteration 32Q: 3 clusters Score -2.319476e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 182350 members 
Entering Unmasked Estep 
Score: -23194768.000000 Penalty: 6014.120117
	Iteration 33Q: 3 clusters Score -2.319477e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 182334 members 
Entering Unmasked Estep 
Score: -23194778.000000 Penalty: 6014.120117
	Iteration 34Q: 3 clusters Score -2.319478e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 182319 members 
Entering Unmasked Estep 
Score: -23194802.000000 Penalty: 6014.120117
	Iteration 35Q: 3 clusters Score -2.31948e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 182298 members 
Entering Unmasked Estep 
Score: -23194822.000000 Penalty: 6014.120117
	Iteration 36Q: 3 clusters Score -2.319482e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 182283 members 
Entering Unmasked Estep 
Score: -23194824.000000 Penalty: 6014.120117
	Iteration 37Q: 3 clusters Score -2.319482e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 182266 members 
Entering Unmasked Estep 
Score: -23194850.000000 Penalty: 6014.120117
	Iteration 38Q: 3 clusters Score -2.319485e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 182250 members 
Entering Unmasked Estep 
Score: -23194856.000000 Penalty: 6014.120117
	Iteration 39Q: 3 clusters Score -2.319486e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 182227 members 
Entering Unmasked Estep 
Score: -23194864.000000 Penalty: 6014.120117
	Iteration 40F: 3 clusters Score -2.319486e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 182197 members 
Entering Unmasked Estep 
Score: -23194898.000000 Penalty: 6014.120117
	Iteration 41Q: 3 clusters Score -2.31949e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 182165 members 
Entering Unmasked Estep 
Score: -23194880.000000 Penalty: 6014.120117
	Iteration 42Q: 3 clusters Score -2.319488e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 182140 members 
Entering Unmasked Estep 
Score: -23194916.000000 Penalty: 6014.120117
	Iteration 43Q: 3 clusters Score -2.319492e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 182114 members 
Entering Unmasked Estep 
Score: -23194864.000000 Penalty: 6014.120117
	Iteration 44Q: 3 clusters Score -2.319486e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 182091 members 
Entering Unmasked Estep 
Score: -23194884.000000 Penalty: 6014.120117
	Iteration 45Q: 3 clusters Score -2.319488e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 182070 members 
Entering Unmasked Estep 
Score: -23194894.000000 Penalty: 6014.120117
	Iteration 46Q: 3 clusters Score -2.319489e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 182050 members 
Entering Unmasked Estep 
Score: -23194884.000000 Penalty: 6014.120117
	Iteration 47Q: 3 clusters Score -2.319488e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 182032 members 
Entering Unmasked Estep 
Score: -23194888.000000 Penalty: 6014.120117
	Iteration 48Q: 3 clusters Score -2.319489e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 182014 members 
Entering Unmasked Estep 
Score: -23194888.000000 Penalty: 6014.120117
	Iteration 49Q: 3 clusters Score -2.319489e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 182002 members 
Entering Unmasked Estep 
Score: -23194892.000000 Penalty: 6014.120117
	Iteration 50Q: 3 clusters Score -2.319489e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 181983 members 
Entering Unmasked Estep 
Score: -23194896.000000 Penalty: 6014.120117
	Iteration 51Q: 3 clusters Score -2.31949e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 181964 members 
Entering Unmasked Estep 
Score: -23194920.000000 Penalty: 6014.120117
	Iteration 52Q: 3 clusters Score -2.319492e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 181959 members 
Entering Unmasked Estep 
Score: -23194922.000000 Penalty: 6014.120117
	Iteration 53Q: 3 clusters Score -2.319492e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 181951 members 
Entering Unmasked Estep 
Score: -23194928.000000 Penalty: 6014.120117
	Iteration 54Q: 3 clusters Score -2.319493e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 181946 members 
Entering Unmasked Estep 
Score: -23194912.000000 Penalty: 6014.120117
	Iteration 55Q: 3 clusters Score -2.319491e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 181934 members 
Entering Unmasked Estep 
Score: -23194928.000000 Penalty: 6014.120117
	Iteration 56Q: 3 clusters Score -2.319493e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 181931 members 
Entering Unmasked Estep 
Score: -23194954.000000 Penalty: 6014.120117
	Iteration 57Q: 3 clusters Score -2.319495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 181928 members 
Entering Unmasked Estep 
Score: -23194940.000000 Penalty: 6014.120117
	Iteration 58Q: 3 clusters Score -2.319494e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 181921 members 
Entering Unmasked Estep 
Score: -23194968.000000 Penalty: 6014.120117
	Iteration 59Q: 3 clusters Score -2.319497e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 181910 members 
Entering Unmasked Estep 
Score: -23194948.000000 Penalty: 6014.120117
	Iteration 60F: 3 clusters Score -2.319495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 181905 members 
Entering Unmasked Estep 
Score: -23194976.000000 Penalty: 6014.120117
	Iteration 61Q: 3 clusters Score -2.319498e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 181899 members 
Entering Unmasked Estep 
Score: -23194986.000000 Penalty: 6014.120117
	Iteration 62Q: 3 clusters Score -2.319499e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 181888 members 
Entering Unmasked Estep 
Score: -23194978.000000 Penalty: 6014.120117
	Iteration 63Q: 3 clusters Score -2.319498e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 181877 members 
Entering Unmasked Estep 
Score: -23194992.000000 Penalty: 6014.120117
	Iteration 64Q: 3 clusters Score -2.319499e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 181861 members 
Entering Unmasked Estep 
Score: -23194978.000000 Penalty: 6014.120117
	Iteration 65Q: 3 clusters Score -2.319498e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 181854 members 
Entering Unmasked Estep 
Score: -23194994.000000 Penalty: 6014.120117
	Iteration 66Q: 3 clusters Score -2.319499e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 181846 members 
Entering Unmasked Estep 
Score: -23195004.000000 Penalty: 6014.120117
	Iteration 67Q: 3 clusters Score -2.3195e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 181844 members 
Entering Unmasked Estep 
Score: -23194972.000000 Penalty: 6014.120117
	Iteration 68Q: 3 clusters Score -2.319497e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 181832 members 
Entering Unmasked Estep 
Score: -23195010.000000 Penalty: 6014.120117
	Iteration 69Q: 3 clusters Score -2.319501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 181821 members 
Entering Unmasked Estep 
Score: -23194994.000000 Penalty: 6014.120117
	Iteration 70Q: 3 clusters Score -2.319499e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 181812 members 
Entering Unmasked Estep 
Score: -23195012.000000 Penalty: 6014.120117
	Iteration 71Q: 3 clusters Score -2.319501e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 181804 members 
Entering Unmasked Estep 
Score: -23195004.000000 Penalty: 6014.120117
	Iteration 72Q: 3 clusters Score -2.3195e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 181797 members 
Entering Unmasked Estep 
Score: -23195016.000000 Penalty: 6014.120117
	Iteration 73Q: 3 clusters Score -2.319502e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 181789 members 
Entering Unmasked Estep 
Score: -23195000.000000 Penalty: 6014.120117
	Iteration 74Q: 3 clusters Score -2.3195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 181786 members 
Entering Unmasked Estep 
Score: -23195006.000000 Penalty: 6014.120117
	Iteration 75Q: 3 clusters Score -2.319501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 181783 members 
Entering Unmasked Estep 
Score: -23194992.000000 Penalty: 6014.120117
	Iteration 76Q: 3 clusters Score -2.319499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 181781 members 
Entering Unmasked Estep 
Score: -23194984.000000 Penalty: 6014.120117
	Iteration 77Q: 3 clusters Score -2.319498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 181782 members 
Entering Unmasked Estep 
Score: -23195008.000000 Penalty: 6014.120117
	Iteration 78Q: 3 clusters Score -2.319501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 181781 members 
Entering Unmasked Estep 
Score: -23195016.000000 Penalty: 6014.120117
	Iteration 79Q: 3 clusters Score -2.319502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 181778 members 
Entering Unmasked Estep 
Score: -23195018.000000 Penalty: 6014.120117
	Iteration 80F: 3 clusters Score -2.319502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 181778 members 
Entering Unmasked Estep 
Score: -23195004.000000 Penalty: 6014.120117
	Iteration 81Q: 3 clusters Score -2.3195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 181777 members 
Entering Unmasked Estep 
Score: -23195020.000000 Penalty: 6014.120117
	Iteration 82Q: 3 clusters Score -2.319502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 181774 members 
Entering Unmasked Estep 
Score: -23195008.000000 Penalty: 6014.120117
	Iteration 83Q: 3 clusters Score -2.319501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 181771 members 
Entering Unmasked Estep 
Score: -23195002.000000 Penalty: 6014.120117
	Iteration 84Q: 3 clusters Score -2.3195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 181770 members 
Entering Unmasked Estep 
Score: -23195014.000000 Penalty: 6014.120117
	Iteration 85Q: 3 clusters Score -2.319501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 181767 members 
Entering Unmasked Estep 
Score: -23195008.000000 Penalty: 6014.120117
	Iteration 86Q: 3 clusters Score -2.319501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 181764 members 
Entering Unmasked Estep 
Score: -23195030.000000 Penalty: 6014.120117
	Iteration 87Q: 3 clusters Score -2.319503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 181757 members 
Entering Unmasked Estep 
Score: -23195052.000000 Penalty: 6014.120117
	Iteration 88Q: 3 clusters Score -2.319505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 181754 members 
Entering Unmasked Estep 
Score: -23195040.000000 Penalty: 6014.120117
	Iteration 89Q: 3 clusters Score -2.319504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 181753 members 
Entering Unmasked Estep 
Score: -23195030.000000 Penalty: 6014.120117
	Iteration 90Q: 3 clusters Score -2.319503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 181752 members 
Entering Unmasked Estep 
Score: -23195034.000000 Penalty: 6014.120117
	Iteration 91Q: 3 clusters Score -2.319503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 181750 members 
Entering Unmasked Estep 
Score: -23195026.000000 Penalty: 6014.120117
	Iteration 92Q: 3 clusters Score -2.319503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 181749 members 
Entering Unmasked Estep 
Score: -23195034.000000 Penalty: 6014.120117
	Iteration 93Q: 3 clusters Score -2.319503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 181748 members 
Entering Unmasked Estep 
Score: -23195028.000000 Penalty: 6014.120117
	Iteration 94Q: 3 clusters Score -2.319503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 181746 members 
Entering Unmasked Estep 
Score: -23195040.000000 Penalty: 6014.120117
	Iteration 95Q: 3 clusters Score -2.319504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 181746 members 
Entering Unmasked Estep 
Score: -23195040.000000 Penalty: 6014.120117
	Iteration 96F: 3 clusters Score -2.319504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -175770.890625 Penalty: 1806.975586
	Iteration 0F: 2 clusters Score -175770.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -173485.546875 Penalty: 3613.951172
	Iteration 0F: 3 clusters Score -173485.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -173885.406250 Penalty: 3613.951172
	Iteration 1F: 3 clusters Score -173885.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -174001.031250 Penalty: 3613.951172
	Iteration 2F: 3 clusters Score -174001 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -174065.328125 Penalty: 3613.951172
	Iteration 3Q: 3 clusters Score -174065.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -174097.281250 Penalty: 3613.951172
	Iteration 4Q: 3 clusters Score -174097.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -174112.078125 Penalty: 3613.951172
	Iteration 5Q: 3 clusters Score -174112.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -174119.093750 Penalty: 3613.951172
	Iteration 6Q: 3 clusters Score -174119.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -174123.421875 Penalty: 3613.951172
	Iteration 7Q: 3 clusters Score -174123.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -174127.468750 Penalty: 3613.951172
	Iteration 8Q: 3 clusters Score -174127.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -174131.734375 Penalty: 3613.951172
	Iteration 9Q: 3 clusters Score -174131.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -174133.500000 Penalty: 3613.951172
	Iteration 10Q: 3 clusters Score -174133.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -174134.062500 Penalty: 3613.951172
	Iteration 11Q: 3 clusters Score -174134.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -174134.062500 Penalty: 3613.951172
	Iteration 12F: 3 clusters Score -174134.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Entering Unmasked Estep 
Score: -6201327.000000 Penalty: 2677.250000
	Iteration 0F: 2 clusters Score -6201327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -6168444.500000 Penalty: 5354.500000
	Iteration 0F: 3 clusters Score -6168444 nChanged 22400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -6180928.000000 Penalty: 5354.500000
	Iteration 1F: 3 clusters Score -6180928 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -6181522.500000 Penalty: 5354.500000
	Iteration 2Q: 3 clusters Score -6181522 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -6182235.000000 Penalty: 5354.500000
	Iteration 3Q: 3 clusters Score -6182235 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -6183319.000000 Penalty: 5354.500000
	Iteration 4Q: 3 clusters Score -6183319 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -6184997.500000 Penalty: 5354.500000
	Iteration 5F: 3 clusters Score -6184998 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -6187606.000000 Penalty: 5354.500000
	Iteration 6F: 3 clusters Score -6187606 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -6191017.000000 Penalty: 5354.500000
	Iteration 7F: 3 clusters Score -6191017 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -6194640.000000 Penalty: 5354.500000
	Iteration 8F: 3 clusters Score -6194640 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -6197338.500000 Penalty: 5354.500000
	Iteration 9F: 3 clusters Score -6197338 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -6198858.000000 Penalty: 5354.500000
	Iteration 10Q: 3 clusters Score -6198858 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -6199448.500000 Penalty: 5354.500000
	Iteration 11Q: 3 clusters Score -6199448 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -6199688.000000 Penalty: 5354.500000
	Iteration 12Q: 3 clusters Score -6199688 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -6199814.500000 Penalty: 5354.500000
	Iteration 13Q: 3 clusters Score -6199814 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -6199880.500000 Penalty: 5354.500000
	Iteration 14Q: 3 clusters Score -6199880 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -6199925.000000 Penalty: 5354.500000
	Iteration 15Q: 3 clusters Score -6199925 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -6199966.000000 Penalty: 5354.500000
	Iteration 16Q: 3 clusters Score -6199966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6199968.000000 Penalty: 5354.500000
	Iteration 17Q: 3 clusters Score -6199968 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -6199979.000000 Penalty: 5354.500000
	Iteration 18Q: 3 clusters Score -6199979 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -6199993.000000 Penalty: 5354.500000
	Iteration 19Q: 3 clusters Score -6199993 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -6199983.000000 Penalty: 5354.500000
	Iteration 20F: 3 clusters Score -6199983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -6199997.000000 Penalty: 5354.500000
	Iteration 21Q: 3 clusters Score -6199997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6200004.500000 Penalty: 5354.500000
	Iteration 22Q: 3 clusters Score -6200004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -6200010.500000 Penalty: 5354.500000
	Iteration 23Q: 3 clusters Score -6200010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6200008.500000 Penalty: 5354.500000
	Iteration 24Q: 3 clusters Score -6200008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6200009.500000 Penalty: 5354.500000
	Iteration 25Q: 3 clusters Score -6200010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -6200017.500000 Penalty: 5354.500000
	Iteration 26Q: 3 clusters Score -6200018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6200015.500000 Penalty: 5354.500000
	Iteration 27Q: 3 clusters Score -6200016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6200015.000000 Penalty: 5354.500000
	Iteration 28Q: 3 clusters Score -6200015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -6200006.500000 Penalty: 5354.500000
	Iteration 29Q: 3 clusters Score -6200006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6200006.500000 Penalty: 5354.500000
	Iteration 30Q: 3 clusters Score -6200006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6200015.000000 Penalty: 5354.500000
	Iteration 31Q: 3 clusters Score -6200015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6200018.500000 Penalty: 5354.500000
	Iteration 32Q: 3 clusters Score -6200018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6200016.000000 Penalty: 5354.500000
	Iteration 33Q: 3 clusters Score -6200016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -6200017.500000 Penalty: 5354.500000
	Iteration 34Q: 3 clusters Score -6200018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6200021.500000 Penalty: 5354.500000
	Iteration 35Q: 3 clusters Score -6200022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -6200024.000000 Penalty: 5354.500000
	Iteration 36Q: 3 clusters Score -6200024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -6200030.000000 Penalty: 5354.500000
	Iteration 37Q: 3 clusters Score -6200030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6200032.000000 Penalty: 5354.500000
	Iteration 38Q: 3 clusters Score -6200032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6200037.000000 Penalty: 5354.500000
	Iteration 39Q: 3 clusters Score -6200037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6200038.500000 Penalty: 5354.500000
	Iteration 40F: 3 clusters Score -6200038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6200031.000000 Penalty: 5354.500000
	Iteration 41Q: 3 clusters Score -6200031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6200031.000000 Penalty: 5354.500000
	Iteration 42Q: 3 clusters Score -6200031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6200031.000000 Penalty: 5354.500000
	Iteration 43F: 3 clusters Score -6200031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -291076.781250 Penalty: 1931.373657
	Iteration 0F: 2 clusters Score -291076.8 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 1207 members 
Entering Unmasked Estep 
Score: -288227.187500 Penalty: 3862.747314
	Iteration 0F: 3 clusters Score -288227.2 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -288802.218750 Penalty: 3862.747314
	Iteration 1F: 3 clusters Score -288802.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -288940.468750 Penalty: 3862.747314
	Iteration 2F: 3 clusters Score -288940.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -289034.375000 Penalty: 3862.747314
	Iteration 3Q: 3 clusters Score -289034.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -289091.406250 Penalty: 3862.747314
	Iteration 4Q: 3 clusters Score -289091.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -289132.812500 Penalty: 3862.747314
	Iteration 5Q: 3 clusters Score -289132.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -289173.000000 Penalty: 3862.747314
	Iteration 6Q: 3 clusters Score -289173 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -289215.250000 Penalty: 3862.747314
	Iteration 7Q: 3 clusters Score -289215.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -289248.718750 Penalty: 3862.747314
	Iteration 8Q: 3 clusters Score -289248.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -289278.843750 Penalty: 3862.747314
	Iteration 9Q: 3 clusters Score -289278.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -289309.875000 Penalty: 3862.747314
	Iteration 10Q: 3 clusters Score -289309.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -289348.312500 Penalty: 3862.747314
	Iteration 11Q: 3 clusters Score -289348.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -289402.375000 Penalty: 3862.747314
	Iteration 12Q: 3 clusters Score -289402.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -289458.281250 Penalty: 3862.747314
	Iteration 13Q: 3 clusters Score -289458.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -289553.937500 Penalty: 3862.747314
	Iteration 14Q: 3 clusters Score -289553.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -289724.781250 Penalty: 3862.747314
	Iteration 15Q: 3 clusters Score -289724.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -290041.125000 Penalty: 3862.747314
	Iteration 16F: 3 clusters Score -290041.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -290568.781250 Penalty: 3862.747314
	Iteration 17F: 3 clusters Score -290568.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -291025.281250 Penalty: 3862.747314
	Iteration 18F: 3 clusters Score -291025.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -291220.000000 Penalty: 3862.747314
	Iteration 19Q: 3 clusters Score -291220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -291244.031250 Penalty: 3862.747314
	Iteration 20F: 3 clusters Score -291244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -291261.125000 Penalty: 3862.747314
	Iteration 21Q: 3 clusters Score -291261.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -291269.093750 Penalty: 3862.747314
	Iteration 22Q: 3 clusters Score -291269.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -291274.843750 Penalty: 3862.747314
	Iteration 23Q: 3 clusters Score -291274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -291277.562500 Penalty: 3862.747314
	Iteration 24Q: 3 clusters Score -291277.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -291281.375000 Penalty: 3862.747314
	Iteration 25Q: 3 clusters Score -291281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -291282.906250 Penalty: 3862.747314
	Iteration 26Q: 3 clusters Score -291282.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -291282.906250 Penalty: 3862.747314
	Iteration 27Q: 3 clusters Score -291282.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -291282.906250 Penalty: 3862.747314
	Iteration 28F: 3 clusters Score -291282.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2943 members 
Mstep: Class 4 contains 12145 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176512 members 
Mstep: Class 9 contains 114178 members 
Mstep: Class 10 contains 127445 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184470 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48794 members 
Mstep: Class 16 contains 1141 members 
Mstep: Class 17 contains 7375 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177640 members 
Mstep: Class 20 contains 67567 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 1270 members 
Entering Unmasked Estep 
Score: -119271400.000000 Penalty: 75182.937500
Splitting cluster 16 changes total score from -119272880.000000 to -119271400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (7375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Entering Unmasked Estep 
Score: -887680.375000 Penalty: 2208.651123
	Iteration 0F: 2 clusters Score -887680.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -881651.937500 Penalty: 4417.302246
	Iteration 0F: 3 clusters Score -881651.9 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -883283.562500 Penalty: 4417.302246
	Iteration 1F: 3 clusters Score -883283.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -883592.750000 Penalty: 4417.302246
	Iteration 2F: 3 clusters Score -883592.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -883886.187500 Penalty: 4417.302246
	Iteration 3F: 3 clusters Score -883886.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -884142.312500 Penalty: 4417.302246
	Iteration 4F: 3 clusters Score -884142.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -884372.750000 Penalty: 4417.302246
	Iteration 5Q: 3 clusters Score -884372.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -884611.312500 Penalty: 4417.302246
	Iteration 6F: 3 clusters Score -884611.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -884893.500000 Penalty: 4417.302246
	Iteration 7F: 3 clusters Score -884893.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -885150.312500 Penalty: 4417.302246
	Iteration 8F: 3 clusters Score -885150.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -885397.875000 Penalty: 4417.302246
	Iteration 9F: 3 clusters Score -885397.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -885615.687500 Penalty: 4417.302246
	Iteration 10Q: 3 clusters Score -885615.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -885788.625000 Penalty: 4417.302246
	Iteration 11Q: 3 clusters Score -885788.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -885927.687500 Penalty: 4417.302246
	Iteration 12Q: 3 clusters Score -885927.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -886017.687500 Penalty: 4417.302246
	Iteration 13Q: 3 clusters Score -886017.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -886083.125000 Penalty: 4417.302246
	Iteration 14Q: 3 clusters Score -886083.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -886131.125000 Penalty: 4417.302246
	Iteration 15Q: 3 clusters Score -886131.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -886169.187500 Penalty: 4417.302246
	Iteration 16Q: 3 clusters Score -886169.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -886193.625000 Penalty: 4417.302246
	Iteration 17Q: 3 clusters Score -886193.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -886210.937500 Penalty: 4417.302246
	Iteration 18Q: 3 clusters Score -886210.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -886230.250000 Penalty: 4417.302246
	Iteration 19Q: 3 clusters Score -886230.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -886247.312500 Penalty: 4417.302246
	Iteration 20F: 3 clusters Score -886247.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -886259.812500 Penalty: 4417.302246
	Iteration 21Q: 3 clusters Score -886259.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -886266.937500 Penalty: 4417.302246
	Iteration 22Q: 3 clusters Score -886266.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -886270.062500 Penalty: 4417.302246
	Iteration 23Q: 3 clusters Score -886270.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -886275.937500 Penalty: 4417.302246
	Iteration 24Q: 3 clusters Score -886275.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -886279.375000 Penalty: 4417.302246
	Iteration 25Q: 3 clusters Score -886279.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -886287.562500 Penalty: 4417.302246
	Iteration 26Q: 3 clusters Score -886287.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -886293.875000 Penalty: 4417.302246
	Iteration 27Q: 3 clusters Score -886293.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -886297.625000 Penalty: 4417.302246
	Iteration 28Q: 3 clusters Score -886297.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -886299.750000 Penalty: 4417.302246
	Iteration 29Q: 3 clusters Score -886299.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -886305.250000 Penalty: 4417.302246
	Iteration 30Q: 3 clusters Score -886305.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -886314.937500 Penalty: 4417.302246
	Iteration 31Q: 3 clusters Score -886314.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -886323.375000 Penalty: 4417.302246
	Iteration 32Q: 3 clusters Score -886323.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -886331.437500 Penalty: 4417.302246
	Iteration 33Q: 3 clusters Score -886331.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -886331.250000 Penalty: 4417.302246
	Iteration 34Q: 3 clusters Score -886331.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -886335.687500 Penalty: 4417.302246
	Iteration 35Q: 3 clusters Score -886335.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -886340.562500 Penalty: 4417.302246
	Iteration 36Q: 3 clusters Score -886340.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -886339.937500 Penalty: 4417.302246
	Iteration 37Q: 3 clusters Score -886339.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -886342.437500 Penalty: 4417.302246
	Iteration 38Q: 3 clusters Score -886342.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -886344.562500 Penalty: 4417.302246
	Iteration 39Q: 3 clusters Score -886344.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -886343.375000 Penalty: 4417.302246
	Iteration 40F: 3 clusters Score -886343.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -29145.853516 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -29145.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27941.865234 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -27941.87 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28210.175781 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -28210.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28342.736328 Penalty: 2861.087158
	Iteration 2F: 3 clusters Score -28342.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28399.931641 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -28399.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28417.769531 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -28417.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28441.521484 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -28441.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28466.605469 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -28466.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -28476.568359 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -28476.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28498.039062 Penalty: 2861.087158
	Iteration 8Q: 3 clusters Score -28498.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28509.443359 Penalty: 2861.087158
	Iteration 9Q: 3 clusters Score -28509.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -28532.132812 Penalty: 2861.087158
	Iteration 10Q: 3 clusters Score -28532.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28560.832031 Penalty: 2861.087158
	Iteration 11Q: 3 clusters Score -28560.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28569.371094 Penalty: 2861.087158
	Iteration 12Q: 3 clusters Score -28569.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28569.371094 Penalty: 2861.087158
	Iteration 13F: 3 clusters Score -28569.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (177640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177640 members 
Entering Unmasked Estep 
Score: -22346896.000000 Penalty: 2997.703369
	Iteration 0F: 2 clusters Score -2.23469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88797 members 
Mstep: Class 2 contains 88843 members 
Entering Unmasked Estep 
Score: -22230202.000000 Penalty: 5995.406738
	Iteration 0F: 3 clusters Score -2.22302e+07 nChanged 85069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87752 members 
Mstep: Class 2 contains 89888 members 
Entering Unmasked Estep 
Score: -22279568.000000 Penalty: 5995.406738
	Iteration 1F: 3 clusters Score -2.227957e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86967 members 
Mstep: Class 2 contains 90673 members 
Entering Unmasked Estep 
Score: -22280320.000000 Penalty: 5995.406738
	Iteration 2Q: 3 clusters Score -2.228032e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85815 members 
Mstep: Class 2 contains 91825 members 
Entering Unmasked Estep 
Score: -22281144.000000 Penalty: 5995.406738
	Iteration 3Q: 3 clusters Score -2.228114e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84054 members 
Mstep: Class 2 contains 93586 members 
Entering Unmasked Estep 
Score: -22282282.000000 Penalty: 5995.406738
	Iteration 4Q: 3 clusters Score -2.228228e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81425 members 
Mstep: Class 2 contains 96215 members 
Entering Unmasked Estep 
Score: -22283928.000000 Penalty: 5995.406738
	Iteration 5Q: 3 clusters Score -2.228393e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77402 members 
Mstep: Class 2 contains 100238 members 
Entering Unmasked Estep 
Score: -22286608.000000 Penalty: 5995.406738
	Iteration 6Q: 3 clusters Score -2.228661e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71320 members 
Mstep: Class 2 contains 106320 members 
Entering Unmasked Estep 
Score: -22291276.000000 Penalty: 5995.406738
	Iteration 7F: 3 clusters Score -2.229128e+07 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 114687 members 
Entering Unmasked Estep 
Score: -22299262.000000 Penalty: 5995.406738
	Iteration 8F: 3 clusters Score -2.229926e+07 nChanged 13211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 124456 members 
Entering Unmasked Estep 
Score: -22309944.000000 Penalty: 5995.406738
	Iteration 9F: 3 clusters Score -2.230994e+07 nChanged 12752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 133408 members 
Entering Unmasked Estep 
Score: -22321206.000000 Penalty: 5995.406738
	Iteration 10F: 3 clusters Score -2.232121e+07 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 139571 members 
Entering Unmasked Estep 
Score: -22329792.000000 Penalty: 5995.406738
	Iteration 11F: 3 clusters Score -2.232979e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 143359 members 
Entering Unmasked Estep 
Score: -22334534.000000 Penalty: 5995.406738
	Iteration 12Q: 3 clusters Score -2.233453e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 146294 members 
Entering Unmasked Estep 
Score: -22337004.000000 Penalty: 5995.406738
	Iteration 13Q: 3 clusters Score -2.2337e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 148975 members 
Entering Unmasked Estep 
Score: -22338902.000000 Penalty: 5995.406738
	Iteration 14Q: 3 clusters Score -2.23389e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 151295 members 
Entering Unmasked Estep 
Score: -22340266.000000 Penalty: 5995.406738
	Iteration 15Q: 3 clusters Score -2.234027e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 153398 members 
Entering Unmasked Estep 
Score: -22341452.000000 Penalty: 5995.406738
	Iteration 16Q: 3 clusters Score -2.234145e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 155252 members 
Entering Unmasked Estep 
Score: -22342504.000000 Penalty: 5995.406738
	Iteration 17Q: 3 clusters Score -2.23425e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 156978 members 
Entering Unmasked Estep 
Score: -22343506.000000 Penalty: 5995.406738
	Iteration 18Q: 3 clusters Score -2.234351e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 158609 members 
Entering Unmasked Estep 
Score: -22344206.000000 Penalty: 5995.406738
	Iteration 19Q: 3 clusters Score -2.234421e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 160075 members 
Entering Unmasked Estep 
Score: -22344814.000000 Penalty: 5995.406738
	Iteration 20F: 3 clusters Score -2.234481e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 161363 members 
Entering Unmasked Estep 
Score: -22345272.000000 Penalty: 5995.406738
	Iteration 21Q: 3 clusters Score -2.234527e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 162519 members 
Entering Unmasked Estep 
Score: -22345660.000000 Penalty: 5995.406738
	Iteration 22Q: 3 clusters Score -2.234566e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 163571 members 
Entering Unmasked Estep 
Score: -22345900.000000 Penalty: 5995.406738
	Iteration 23Q: 3 clusters Score -2.23459e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 164531 members 
Entering Unmasked Estep 
Score: -22346054.000000 Penalty: 5995.406738
	Iteration 24Q: 3 clusters Score -2.234605e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 165368 members 
Entering Unmasked Estep 
Score: -22346280.000000 Penalty: 5995.406738
	Iteration 25Q: 3 clusters Score -2.234628e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 166096 members 
Entering Unmasked Estep 
Score: -22346312.000000 Penalty: 5995.406738
	Iteration 26Q: 3 clusters Score -2.234631e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 166710 members 
Entering Unmasked Estep 
Score: -22346268.000000 Penalty: 5995.406738
	Iteration 27Q: 3 clusters Score -2.234627e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 167312 members 
Entering Unmasked Estep 
Score: -22346314.000000 Penalty: 5995.406738
	Iteration 28Q: 3 clusters Score -2.234631e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 167866 members 
Entering Unmasked Estep 
Score: -22346348.000000 Penalty: 5995.406738
	Iteration 29Q: 3 clusters Score -2.234635e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 168376 members 
Entering Unmasked Estep 
Score: -22346294.000000 Penalty: 5995.406738
	Iteration 30Q: 3 clusters Score -2.234629e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 168831 members 
Entering Unmasked Estep 
Score: -22346322.000000 Penalty: 5995.406738
	Iteration 31Q: 3 clusters Score -2.234632e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 169246 members 
Entering Unmasked Estep 
Score: -22346334.000000 Penalty: 5995.406738
	Iteration 32Q: 3 clusters Score -2.234633e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 169618 members 
Entering Unmasked Estep 
Score: -22346322.000000 Penalty: 5995.406738
	Iteration 33Q: 3 clusters Score -2.234632e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 169960 members 
Entering Unmasked Estep 
Score: -22346208.000000 Penalty: 5995.406738
	Iteration 34Q: 3 clusters Score -2.234621e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 170248 members 
Entering Unmasked Estep 
Score: -22346270.000000 Penalty: 5995.406738
	Iteration 35Q: 3 clusters Score -2.234627e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 170511 members 
Entering Unmasked Estep 
Score: -22346218.000000 Penalty: 5995.406738
	Iteration 36Q: 3 clusters Score -2.234622e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 170767 members 
Entering Unmasked Estep 
Score: -22346194.000000 Penalty: 5995.406738
	Iteration 37Q: 3 clusters Score -2.234619e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 171029 members 
Entering Unmasked Estep 
Score: -22346080.000000 Penalty: 5995.406738
	Iteration 38Q: 3 clusters Score -2.234608e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 171265 members 
Entering Unmasked Estep 
Score: -22346086.000000 Penalty: 5995.406738
	Iteration 39Q: 3 clusters Score -2.234609e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 171466 members 
Entering Unmasked Estep 
Score: -22346096.000000 Penalty: 5995.406738
	Iteration 40F: 3 clusters Score -2.23461e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 171648 members 
Entering Unmasked Estep 
Score: -22346048.000000 Penalty: 5995.406738
	Iteration 41Q: 3 clusters Score -2.234605e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 171820 members 
Entering Unmasked Estep 
Score: -22346022.000000 Penalty: 5995.406738
	Iteration 42Q: 3 clusters Score -2.234602e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 171985 members 
Entering Unmasked Estep 
Score: -22346008.000000 Penalty: 5995.406738
	Iteration 43Q: 3 clusters Score -2.234601e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 172132 members 
Entering Unmasked Estep 
Score: -22345962.000000 Penalty: 5995.406738
	Iteration 44Q: 3 clusters Score -2.234596e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 172274 members 
Entering Unmasked Estep 
Score: -22345950.000000 Penalty: 5995.406738
	Iteration 45Q: 3 clusters Score -2.234595e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 172409 members 
Entering Unmasked Estep 
Score: -22345964.000000 Penalty: 5995.406738
	Iteration 46Q: 3 clusters Score -2.234596e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 172521 members 
Entering Unmasked Estep 
Score: -22345914.000000 Penalty: 5995.406738
	Iteration 47Q: 3 clusters Score -2.234591e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 172639 members 
Entering Unmasked Estep 
Score: -22345896.000000 Penalty: 5995.406738
	Iteration 48Q: 3 clusters Score -2.23459e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 172753 members 
Entering Unmasked Estep 
Score: -22345848.000000 Penalty: 5995.406738
	Iteration 49Q: 3 clusters Score -2.234585e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 172844 members 
Entering Unmasked Estep 
Score: -22345828.000000 Penalty: 5995.406738
	Iteration 50Q: 3 clusters Score -2.234583e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 172943 members 
Entering Unmasked Estep 
Score: -22345796.000000 Penalty: 5995.406738
	Iteration 51Q: 3 clusters Score -2.23458e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 173030 members 
Entering Unmasked Estep 
Score: -22345798.000000 Penalty: 5995.406738
	Iteration 52Q: 3 clusters Score -2.23458e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 173113 members 
Entering Unmasked Estep 
Score: -22345738.000000 Penalty: 5995.406738
	Iteration 53Q: 3 clusters Score -2.234574e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 173180 members 
Entering Unmasked Estep 
Score: -22345754.000000 Penalty: 5995.406738
	Iteration 54Q: 3 clusters Score -2.234575e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 173251 members 
Entering Unmasked Estep 
Score: -22345736.000000 Penalty: 5995.406738
	Iteration 55Q: 3 clusters Score -2.234574e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 173322 members 
Entering Unmasked Estep 
Score: -22345718.000000 Penalty: 5995.406738
	Iteration 56Q: 3 clusters Score -2.234572e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 173398 members 
Entering Unmasked Estep 
Score: -22345740.000000 Penalty: 5995.406738
	Iteration 57Q: 3 clusters Score -2.234574e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 173457 members 
Entering Unmasked Estep 
Score: -22345686.000000 Penalty: 5995.406738
	Iteration 58Q: 3 clusters Score -2.234569e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 173515 members 
Entering Unmasked Estep 
Score: -22345666.000000 Penalty: 5995.406738
	Iteration 59Q: 3 clusters Score -2.234567e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 173584 members 
Entering Unmasked Estep 
Score: -22345652.000000 Penalty: 5995.406738
	Iteration 60F: 3 clusters Score -2.234565e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 173639 members 
Entering Unmasked Estep 
Score: -22345664.000000 Penalty: 5995.406738
	Iteration 61Q: 3 clusters Score -2.234566e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 173697 members 
Entering Unmasked Estep 
Score: -22345644.000000 Penalty: 5995.406738
	Iteration 62Q: 3 clusters Score -2.234564e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 173738 members 
Entering Unmasked Estep 
Score: -22345672.000000 Penalty: 5995.406738
	Iteration 63Q: 3 clusters Score -2.234567e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 173773 members 
Entering Unmasked Estep 
Score: -22345682.000000 Penalty: 5995.406738
	Iteration 64Q: 3 clusters Score -2.234568e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 173802 members 
Entering Unmasked Estep 
Score: -22345692.000000 Penalty: 5995.406738
	Iteration 65Q: 3 clusters Score -2.234569e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 173830 members 
Entering Unmasked Estep 
Score: -22345694.000000 Penalty: 5995.406738
	Iteration 66Q: 3 clusters Score -2.234569e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 173861 members 
Entering Unmasked Estep 
Score: -22345672.000000 Penalty: 5995.406738
	Iteration 67Q: 3 clusters Score -2.234567e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 173892 members 
Entering Unmasked Estep 
Score: -22345664.000000 Penalty: 5995.406738
	Iteration 68Q: 3 clusters Score -2.234566e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 173913 members 
Entering Unmasked Estep 
Score: -22345660.000000 Penalty: 5995.406738
	Iteration 69Q: 3 clusters Score -2.234566e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 173933 members 
Entering Unmasked Estep 
Score: -22345666.000000 Penalty: 5995.406738
	Iteration 70Q: 3 clusters Score -2.234567e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 173947 members 
Entering Unmasked Estep 
Score: -22345658.000000 Penalty: 5995.406738
	Iteration 71Q: 3 clusters Score -2.234566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 173959 members 
Entering Unmasked Estep 
Score: -22345656.000000 Penalty: 5995.406738
	Iteration 72Q: 3 clusters Score -2.234566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 173969 members 
Entering Unmasked Estep 
Score: -22345656.000000 Penalty: 5995.406738
	Iteration 73Q: 3 clusters Score -2.234566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 173981 members 
Entering Unmasked Estep 
Score: -22345664.000000 Penalty: 5995.406738
	Iteration 74Q: 3 clusters Score -2.234566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 173991 members 
Entering Unmasked Estep 
Score: -22345672.000000 Penalty: 5995.406738
	Iteration 75Q: 3 clusters Score -2.234567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 174001 members 
Entering Unmasked Estep 
Score: -22345648.000000 Penalty: 5995.406738
	Iteration 76Q: 3 clusters Score -2.234565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 174013 members 
Entering Unmasked Estep 
Score: -22345648.000000 Penalty: 5995.406738
	Iteration 77Q: 3 clusters Score -2.234565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 174026 members 
Entering Unmasked Estep 
Score: -22345652.000000 Penalty: 5995.406738
	Iteration 78Q: 3 clusters Score -2.234565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 174039 members 
Entering Unmasked Estep 
Score: -22345644.000000 Penalty: 5995.406738
	Iteration 79Q: 3 clusters Score -2.234564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 174048 members 
Entering Unmasked Estep 
Score: -22345642.000000 Penalty: 5995.406738
	Iteration 80F: 3 clusters Score -2.234564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 174053 members 
Entering Unmasked Estep 
Score: -22345636.000000 Penalty: 5995.406738
	Iteration 81Q: 3 clusters Score -2.234564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 174057 members 
Entering Unmasked Estep 
Score: -22345642.000000 Penalty: 5995.406738
	Iteration 82Q: 3 clusters Score -2.234564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 174057 members 
Entering Unmasked Estep 
Score: -22345642.000000 Penalty: 5995.406738
	Iteration 83F: 3 clusters Score -2.234564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (67567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67567 members 
Entering Unmasked Estep 
Score: -8299801.500000 Penalty: 2757.977051
	Iteration 0F: 2 clusters Score -8299802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -8254463.000000 Penalty: 5515.954102
	Iteration 0F: 3 clusters Score -8254463 nChanged 31518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -8272081.000000 Penalty: 5515.954102
	Iteration 1F: 3 clusters Score -8272081 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -8272508.500000 Penalty: 5515.954102
	Iteration 2Q: 3 clusters Score -8272508 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -8272904.500000 Penalty: 5515.954102
	Iteration 3Q: 3 clusters Score -8272904 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -8273364.500000 Penalty: 5515.954102
	Iteration 4Q: 3 clusters Score -8273364 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -8273854.500000 Penalty: 5515.954102
	Iteration 5Q: 3 clusters Score -8273854 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -8274419.500000 Penalty: 5515.954102
	Iteration 6Q: 3 clusters Score -8274420 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -8275328.000000 Penalty: 5515.954102
	Iteration 7Q: 3 clusters Score -8275328 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -8276709.000000 Penalty: 5515.954102
	Iteration 8Q: 3 clusters Score -8276709 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -8278962.000000 Penalty: 5515.954102
	Iteration 9F: 3 clusters Score -8278962 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -8282376.500000 Penalty: 5515.954102
	Iteration 10F: 3 clusters Score -8282376 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -8286722.000000 Penalty: 5515.954102
	Iteration 11F: 3 clusters Score -8286722 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61204 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -8291237.500000 Penalty: 5515.954102
	Iteration 12F: 3 clusters Score -8291238 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64651 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -8294558.500000 Penalty: 5515.954102
	Iteration 13F: 3 clusters Score -8294558 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8296254.500000 Penalty: 5515.954102
	Iteration 14Q: 3 clusters Score -8296254 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67047 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8296911.500000 Penalty: 5515.954102
	Iteration 15Q: 3 clusters Score -8296912 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67240 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8297171.000000 Penalty: 5515.954102
	Iteration 16Q: 3 clusters Score -8297171 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67299 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8297302.500000 Penalty: 5515.954102
	Iteration 17Q: 3 clusters Score -8297302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67317 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8297386.500000 Penalty: 5515.954102
	Iteration 18Q: 3 clusters Score -8297386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67329 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8297420.500000 Penalty: 5515.954102
	Iteration 19Q: 3 clusters Score -8297420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67326 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8297436.500000 Penalty: 5515.954102
	Iteration 20F: 3 clusters Score -8297436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67326 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8297452.500000 Penalty: 5515.954102
	Iteration 21Q: 3 clusters Score -8297452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67323 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8297449.500000 Penalty: 5515.954102
	Iteration 22Q: 3 clusters Score -8297450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67322 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8297455.500000 Penalty: 5515.954102
	Iteration 23Q: 3 clusters Score -8297456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67322 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8297455.500000 Penalty: 5515.954102
	Iteration 24F: 3 clusters Score -8297456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -49891.613281 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -49891.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48460.410156 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -48460.41 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48663.136719 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -48663.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48699.027344 Penalty: 3022.410645
	Iteration 2Q: 3 clusters Score -48699.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48730.417969 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -48730.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48741.394531 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -48741.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48746.246094 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -48746.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48753.210938 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -48753.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48763.234375 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -48763.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48764.761719 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -48764.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48768.066406 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -48768.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48768.066406 Penalty: 3022.410645
	Iteration 10F: 3 clusters Score -48768.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2943 members 
Mstep: Class 4 contains 12145 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176512 members 
Mstep: Class 9 contains 114178 members 
Mstep: Class 10 contains 127445 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184470 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48794 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7375 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177640 members 
Mstep: Class 20 contains 67567 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272896.000000 Penalty: 71765.531250
Iteration 279Q: 22 clusters Score -1.192729e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2931 members 
Mstep: Class 4 contains 12145 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176457 members 
Mstep: Class 9 contains 114216 members 
Mstep: Class 10 contains 127476 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184429 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48801 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 7370 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177687 members 
Mstep: Class 20 contains 67559 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272784.000000 Penalty: 71765.531250
Iteration 280F: 22 clusters Score -1.192728e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2924 members 
Mstep: Class 4 contains 12145 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176425 members 
Mstep: Class 9 contains 114266 members 
Mstep: Class 10 contains 127509 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184372 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48800 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7366 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177734 members 
Mstep: Class 20 contains 67542 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272896.000000 Penalty: 71765.531250
Iteration 281Q: 22 clusters Score -1.192729e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2919 members 
Mstep: Class 4 contains 12147 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176377 members 
Mstep: Class 9 contains 114322 members 
Mstep: Class 10 contains 127527 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184339 members 
Mstep: Class 14 contains 1460 members 
Mstep: Class 15 contains 48799 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7364 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177783 members 
Mstep: Class 20 contains 67509 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272648.000000 Penalty: 71765.531250
Iteration 282Q: 22 clusters Score -1.192726e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2906 members 
Mstep: Class 4 contains 12150 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176350 members 
Mstep: Class 9 contains 114381 members 
Mstep: Class 10 contains 127569 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184252 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 48799 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7361 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177833 members 
Mstep: Class 20 contains 67493 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272816.000000 Penalty: 71765.531250
Iteration 283Q: 22 clusters Score -1.192728e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2897 members 
Mstep: Class 4 contains 12152 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176344 members 
Mstep: Class 9 contains 114426 members 
Mstep: Class 10 contains 127618 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184130 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 48792 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7358 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 177925 members 
Mstep: Class 20 contains 67468 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272888.000000 Penalty: 71765.531250
Iteration 284Q: 22 clusters Score -1.192729e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2892 members 
Mstep: Class 4 contains 12152 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176335 members 
Mstep: Class 9 contains 114454 members 
Mstep: Class 10 contains 127666 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 184004 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 48784 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7357 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178050 members 
Mstep: Class 20 contains 67438 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272800.000000 Penalty: 71765.531250
Iteration 285Q: 22 clusters Score -1.192728e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2881 members 
Mstep: Class 4 contains 12154 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176317 members 
Mstep: Class 9 contains 114488 members 
Mstep: Class 10 contains 127718 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 183900 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 48778 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7352 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178163 members 
Mstep: Class 20 contains 67395 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272800.000000 Penalty: 71765.531250
Iteration 286Q: 22 clusters Score -1.192728e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2869 members 
Mstep: Class 4 contains 12157 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176303 members 
Mstep: Class 9 contains 114526 members 
Mstep: Class 10 contains 127790 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 183795 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 48783 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7348 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178216 members 
Mstep: Class 20 contains 67381 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272872.000000 Penalty: 71765.531250
Iteration 287Q: 22 clusters Score -1.192729e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2840 members 
Mstep: Class 4 contains 12157 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176287 members 
Mstep: Class 9 contains 114566 members 
Mstep: Class 10 contains 127863 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 183701 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 48771 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7340 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178274 members 
Mstep: Class 20 contains 67375 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272984.000000 Penalty: 71765.531250
Iteration 288Q: 22 clusters Score -1.19273e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2828 members 
Mstep: Class 4 contains 12158 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176274 members 
Mstep: Class 9 contains 114589 members 
Mstep: Class 10 contains 127936 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 183604 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48770 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7332 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178335 members 
Mstep: Class 20 contains 67353 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273024.000000 Penalty: 71765.531250
Iteration 289Q: 22 clusters Score -1.19273e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 12157 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176229 members 
Mstep: Class 9 contains 114644 members 
Mstep: Class 10 contains 127988 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 183560 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48769 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7327 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178373 members 
Mstep: Class 20 contains 67324 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272984.000000 Penalty: 71765.531250
Iteration 290Q: 22 clusters Score -1.19273e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2793 members 
Mstep: Class 4 contains 12159 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176192 members 
Mstep: Class 9 contains 114703 members 
Mstep: Class 10 contains 128040 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 183467 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 15 contains 48774 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7322 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178452 members 
Mstep: Class 20 contains 67294 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272840.000000 Penalty: 71765.531250
Iteration 291Q: 22 clusters Score -1.192728e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2771 members 
Mstep: Class 4 contains 12163 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176141 members 
Mstep: Class 9 contains 114756 members 
Mstep: Class 10 contains 128102 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 183375 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48789 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7320 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178519 members 
Mstep: Class 20 contains 67274 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272616.000000 Penalty: 71765.531250
Iteration 292Q: 22 clusters Score -1.192726e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2752 members 
Mstep: Class 4 contains 12165 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176107 members 
Mstep: Class 9 contains 114802 members 
Mstep: Class 10 contains 128160 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 183269 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48814 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7316 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178582 members 
Mstep: Class 20 contains 67249 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272856.000000 Penalty: 71765.531250
Iteration 293Q: 22 clusters Score -1.192729e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 12166 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176069 members 
Mstep: Class 9 contains 114858 members 
Mstep: Class 10 contains 128212 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 183174 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48830 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7309 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178657 members 
Mstep: Class 20 contains 67209 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272912.000000 Penalty: 71765.531250
Iteration 294Q: 22 clusters Score -1.192729e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2723 members 
Mstep: Class 4 contains 12164 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176053 members 
Mstep: Class 9 contains 114918 members 
Mstep: Class 10 contains 128246 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 183124 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48835 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7306 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178702 members 
Mstep: Class 20 contains 67168 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273048.000000 Penalty: 71765.531250
Iteration 295Q: 22 clusters Score -1.19273e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2723 members 
Mstep: Class 4 contains 12164 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176041 members 
Mstep: Class 9 contains 114970 members 
Mstep: Class 10 contains 128277 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 183046 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48841 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7306 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178782 members 
Mstep: Class 20 contains 67103 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273224.000000 Penalty: 71765.531250
Iteration 296Q: 22 clusters Score -1.192732e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2721 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176035 members 
Mstep: Class 9 contains 115033 members 
Mstep: Class 10 contains 128313 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 182954 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48842 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7306 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178834 members 
Mstep: Class 20 contains 67051 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273088.000000 Penalty: 71765.531250
Iteration 297Q: 22 clusters Score -1.192731e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2716 members 
Mstep: Class 4 contains 12169 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176014 members 
Mstep: Class 9 contains 115090 members 
Mstep: Class 10 contains 128337 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 182881 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48843 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7305 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178881 members 
Mstep: Class 20 contains 67021 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272824.000000 Penalty: 71765.531250
Iteration 298Q: 22 clusters Score -1.192728e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2711 members 
Mstep: Class 4 contains 12169 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 176001 members 
Mstep: Class 9 contains 115128 members 
Mstep: Class 10 contains 128358 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 182824 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48838 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7304 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178922 members 
Mstep: Class 20 contains 67000 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272936.000000 Penalty: 71765.531250
Iteration 299Q: 22 clusters Score -1.192729e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2715 members 
Mstep: Class 4 contains 12175 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 175976 members 
Mstep: Class 9 contains 115174 members 
Mstep: Class 10 contains 128382 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 182760 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48839 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7302 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178950 members 
Mstep: Class 20 contains 66975 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272848.000000 Penalty: 71765.531250
Iteration 300F: 22 clusters Score -1.192728e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2724 members 
Mstep: Class 4 contains 12178 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 175939 members 
Mstep: Class 9 contains 115213 members 
Mstep: Class 10 contains 128411 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 182715 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48841 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 178983 members 
Mstep: Class 20 contains 66946 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273040.000000 Penalty: 71765.531250
Iteration 301Q: 22 clusters Score -1.19273e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2714 members 
Mstep: Class 4 contains 12181 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 175889 members 
Mstep: Class 9 contains 115251 members 
Mstep: Class 10 contains 128446 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 182670 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48844 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7297 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179019 members 
Mstep: Class 20 contains 66933 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273160.000000 Penalty: 71765.531250
Iteration 302Q: 22 clusters Score -1.192732e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2704 members 
Mstep: Class 4 contains 12184 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 175851 members 
Mstep: Class 9 contains 115299 members 
Mstep: Class 10 contains 128488 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 182626 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48846 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7293 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179040 members 
Mstep: Class 20 contains 66915 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273184.000000 Penalty: 71765.531250
Iteration 303Q: 22 clusters Score -1.192732e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2692 members 
Mstep: Class 4 contains 12185 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 175822 members 
Mstep: Class 9 contains 115341 members 
Mstep: Class 10 contains 128538 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 182572 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48847 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7291 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179066 members 
Mstep: Class 20 contains 66885 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273392.000000 Penalty: 71765.531250
Iteration 304Q: 22 clusters Score -1.192734e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2695 members 
Mstep: Class 4 contains 12187 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 175772 members 
Mstep: Class 9 contains 115388 members 
Mstep: Class 10 contains 128592 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 182474 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48853 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7290 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179127 members 
Mstep: Class 20 contains 66859 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273672.000000 Penalty: 71765.531250
Iteration 305Q: 22 clusters Score -1.192737e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2695 members 
Mstep: Class 4 contains 12187 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 736 members 
Mstep: Class 8 contains 175753 members 
Mstep: Class 9 contains 115441 members 
Mstep: Class 10 contains 128629 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 182372 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48860 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179161 members 
Mstep: Class 20 contains 66838 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273664.000000 Penalty: 71765.531250
Iteration 306Q: 22 clusters Score -1.192737e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2698 members 
Mstep: Class 4 contains 12188 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 736 members 
Mstep: Class 8 contains 175714 members 
Mstep: Class 9 contains 115484 members 
Mstep: Class 10 contains 128675 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 182322 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48873 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179167 members 
Mstep: Class 20 contains 66813 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273632.000000 Penalty: 71765.531250
Iteration 307Q: 22 clusters Score -1.192736e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 12188 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 736 members 
Mstep: Class 8 contains 175697 members 
Mstep: Class 9 contains 115554 members 
Mstep: Class 10 contains 128714 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 182273 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48872 members 
Mstep: Class 16 contains 2413 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179152 members 
Mstep: Class 20 contains 66776 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273888.000000 Penalty: 71765.531250
Iteration 308Q: 22 clusters Score -1.192739e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2707 members 
Mstep: Class 4 contains 12187 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 736 members 
Mstep: Class 8 contains 175675 members 
Mstep: Class 9 contains 115626 members 
Mstep: Class 10 contains 128757 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 182217 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 48880 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7286 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179158 members 
Mstep: Class 20 contains 66724 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273992.000000 Penalty: 71765.531250
Iteration 309Q: 22 clusters Score -1.19274e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2701 members 
Mstep: Class 4 contains 12193 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 736 members 
Mstep: Class 8 contains 175649 members 
Mstep: Class 9 contains 115690 members 
Mstep: Class 10 contains 128791 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 182170 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 48893 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7284 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179175 members 
Mstep: Class 20 contains 66673 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273928.000000 Penalty: 71765.531250
Iteration 310Q: 22 clusters Score -1.192739e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 736 members 
Mstep: Class 8 contains 175615 members 
Mstep: Class 9 contains 115748 members 
Mstep: Class 10 contains 128816 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 182108 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48906 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7284 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179236 members 
Mstep: Class 20 contains 66614 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274056.000000 Penalty: 71765.531250
Iteration 311Q: 22 clusters Score -1.192741e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2707 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 175602 members 
Mstep: Class 9 contains 115808 members 
Mstep: Class 10 contains 128826 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 182043 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48918 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7282 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179279 members 
Mstep: Class 20 contains 66567 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274152.000000 Penalty: 71765.531250
Iteration 312Q: 22 clusters Score -1.192742e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2707 members 
Mstep: Class 4 contains 12194 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 175549 members 
Mstep: Class 9 contains 115855 members 
Mstep: Class 10 contains 128837 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181997 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48933 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7281 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179341 members 
Mstep: Class 20 contains 66521 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274176.000000 Penalty: 71765.531250
Iteration 313Q: 22 clusters Score -1.192742e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2708 members 
Mstep: Class 4 contains 12192 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 175512 members 
Mstep: Class 9 contains 115916 members 
Mstep: Class 10 contains 128846 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181970 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48957 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7280 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179380 members 
Mstep: Class 20 contains 66462 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274280.000000 Penalty: 71765.531250
Iteration 314Q: 22 clusters Score -1.192743e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2701 members 
Mstep: Class 4 contains 12190 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 175447 members 
Mstep: Class 9 contains 115976 members 
Mstep: Class 10 contains 128853 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181965 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48961 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7279 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179439 members 
Mstep: Class 20 contains 66412 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274160.000000 Penalty: 71765.531250
Iteration 315Q: 22 clusters Score -1.192742e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2700 members 
Mstep: Class 4 contains 12192 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 175363 members 
Mstep: Class 9 contains 116036 members 
Mstep: Class 10 contains 128871 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181953 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48967 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7277 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179489 members 
Mstep: Class 20 contains 66372 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274088.000000 Penalty: 71765.531250
Iteration 316Q: 22 clusters Score -1.192741e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2704 members 
Mstep: Class 4 contains 12194 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 175285 members 
Mstep: Class 9 contains 116074 members 
Mstep: Class 10 contains 128878 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181942 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48974 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7274 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179568 members 
Mstep: Class 20 contains 66330 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274224.000000 Penalty: 71765.531250
Iteration 317Q: 22 clusters Score -1.192742e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2694 members 
Mstep: Class 4 contains 12193 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 175221 members 
Mstep: Class 9 contains 116115 members 
Mstep: Class 10 contains 128897 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181919 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48983 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7272 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179637 members 
Mstep: Class 20 contains 66290 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274496.000000 Penalty: 71765.531250
Iteration 318Q: 22 clusters Score -1.192745e+08 nChanged 923
Entering ConstructFrom: 
Score: -119274496.000000 Penalty: 71765.531250
Entering ConstructFrom: 
Trying to split cluster 1 (36591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Entering Unmasked Estep 
Score: -4667652.000000 Penalty: 2605.874268
	Iteration 0F: 2 clusters Score -4667652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -4642638.500000 Penalty: 5211.748535
	Iteration 0F: 3 clusters Score -4642638 nChanged 16784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -4651730.000000 Penalty: 5211.748535
	Iteration 1F: 3 clusters Score -4651730 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -4652307.500000 Penalty: 5211.748535
	Iteration 2Q: 3 clusters Score -4652308 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -4652910.500000 Penalty: 5211.748535
	Iteration 3Q: 3 clusters Score -4652910 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -4653689.000000 Penalty: 5211.748535
	Iteration 4Q: 3 clusters Score -4653689 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -4654916.000000 Penalty: 5211.748535
	Iteration 5F: 3 clusters Score -4654916 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -4656732.000000 Penalty: 5211.748535
	Iteration 6F: 3 clusters Score -4656732 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -4659328.000000 Penalty: 5211.748535
	Iteration 7F: 3 clusters Score -4659328 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -4661980.000000 Penalty: 5211.748535
	Iteration 8F: 3 clusters Score -4661980 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4663933.000000 Penalty: 5211.748535
	Iteration 9F: 3 clusters Score -4663933 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4664900.500000 Penalty: 5211.748535
	Iteration 10Q: 3 clusters Score -4664900 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4665264.500000 Penalty: 5211.748535
	Iteration 11Q: 3 clusters Score -4665264 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4665450.000000 Penalty: 5211.748535
	Iteration 12Q: 3 clusters Score -4665450 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4665551.000000 Penalty: 5211.748535
	Iteration 13Q: 3 clusters Score -4665551 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4665610.000000 Penalty: 5211.748535
	Iteration 14Q: 3 clusters Score -4665610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4665635.000000 Penalty: 5211.748535
	Iteration 15Q: 3 clusters Score -4665635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4665657.500000 Penalty: 5211.748535
	Iteration 16Q: 3 clusters Score -4665658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4665666.000000 Penalty: 5211.748535
	Iteration 17Q: 3 clusters Score -4665666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4665672.500000 Penalty: 5211.748535
	Iteration 18Q: 3 clusters Score -4665672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4665683.500000 Penalty: 5211.748535
	Iteration 19Q: 3 clusters Score -4665684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4665691.000000 Penalty: 5211.748535
	Iteration 20F: 3 clusters Score -4665691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4665691.000000 Penalty: 5211.748535
	Iteration 21Q: 3 clusters Score -4665691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4665700.500000 Penalty: 5211.748535
	Iteration 22Q: 3 clusters Score -4665700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4665698.500000 Penalty: 5211.748535
	Iteration 23Q: 3 clusters Score -4665698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4665701.000000 Penalty: 5211.748535
	Iteration 24Q: 3 clusters Score -4665701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4665704.000000 Penalty: 5211.748535
	Iteration 25Q: 3 clusters Score -4665704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4665708.000000 Penalty: 5211.748535
	Iteration 26Q: 3 clusters Score -4665708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4665707.000000 Penalty: 5211.748535
	Iteration 27Q: 3 clusters Score -4665707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4665711.000000 Penalty: 5211.748535
	Iteration 28Q: 3 clusters Score -4665711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4665714.000000 Penalty: 5211.748535
	Iteration 29Q: 3 clusters Score -4665714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4665713.000000 Penalty: 5211.748535
	Iteration 30Q: 3 clusters Score -4665713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4665711.500000 Penalty: 5211.748535
	Iteration 31Q: 3 clusters Score -4665712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4665711.500000 Penalty: 5211.748535
	Iteration 32F: 3 clusters Score -4665712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -57991.335938 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -57991.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56459.031250 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -56459.03 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56807.636719 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -56807.64 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57304.289062 Penalty: 3141.306641
	Iteration 2F: 3 clusters Score -57304.29 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -57733.605469 Penalty: 3141.306641
	Iteration 3F: 3 clusters Score -57733.61 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -57908.324219 Penalty: 3141.306641
	Iteration 4F: 3 clusters Score -57908.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -58055.812500 Penalty: 3141.306641
	Iteration 5Q: 3 clusters Score -58055.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -58172.093750 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -58172.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -58258.566406 Penalty: 3141.306641
	Iteration 7Q: 3 clusters Score -58258.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -58389.769531 Penalty: 3141.306641
	Iteration 8Q: 3 clusters Score -58389.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -58548.761719 Penalty: 3141.306641
	Iteration 9Q: 3 clusters Score -58548.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -58694.867188 Penalty: 3141.306641
	Iteration 10Q: 3 clusters Score -58694.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -58713.261719 Penalty: 3141.306641
	Iteration 11Q: 3 clusters Score -58713.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -58713.261719 Penalty: 3141.306641
	Iteration 12F: 3 clusters Score -58713.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 405 members 
Mstep: Class 3 contains 2689 members 
Mstep: Class 4 contains 12192 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 175154 members 
Mstep: Class 9 contains 116150 members 
Mstep: Class 10 contains 128904 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181873 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48997 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7270 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179730 members 
Mstep: Class 20 contains 66259 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 158 members 
Entering Unmasked Estep 
Score: -119273488.000000 Penalty: 75182.937500
Splitting cluster 2 changes total score from -119274496.000000 to -119273488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Entering Unmasked Estep 
Score: -338463.593750 Penalty: 1958.437256
	Iteration 0F: 2 clusters Score -338463.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -335342.250000 Penalty: 3916.874512
	Iteration 0F: 3 clusters Score -335342.2 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -335935.375000 Penalty: 3916.874512
	Iteration 1F: 3 clusters Score -335935.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -336089.687500 Penalty: 3916.874512
	Iteration 2F: 3 clusters Score -336089.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -336162.812500 Penalty: 3916.874512
	Iteration 3Q: 3 clusters Score -336162.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -336208.562500 Penalty: 3916.874512
	Iteration 4Q: 3 clusters Score -336208.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -336239.593750 Penalty: 3916.874512
	Iteration 5Q: 3 clusters Score -336239.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -336259.125000 Penalty: 3916.874512
	Iteration 6Q: 3 clusters Score -336259.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -336269.812500 Penalty: 3916.874512
	Iteration 7Q: 3 clusters Score -336269.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -336273.687500 Penalty: 3916.874512
	Iteration 8Q: 3 clusters Score -336273.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -336279.531250 Penalty: 3916.874512
	Iteration 9Q: 3 clusters Score -336279.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -336286.312500 Penalty: 3916.874512
	Iteration 10Q: 3 clusters Score -336286.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -336293.218750 Penalty: 3916.874512
	Iteration 11Q: 3 clusters Score -336293.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -336301.531250 Penalty: 3916.874512
	Iteration 12Q: 3 clusters Score -336301.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -336308.343750 Penalty: 3916.874512
	Iteration 13Q: 3 clusters Score -336308.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -336315.562500 Penalty: 3916.874512
	Iteration 14Q: 3 clusters Score -336315.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -336322.875000 Penalty: 3916.874512
	Iteration 15Q: 3 clusters Score -336322.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -336329.250000 Penalty: 3916.874512
	Iteration 16Q: 3 clusters Score -336329.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -336336.500000 Penalty: 3916.874512
	Iteration 17Q: 3 clusters Score -336336.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -336339.281250 Penalty: 3916.874512
	Iteration 18Q: 3 clusters Score -336339.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -336342.937500 Penalty: 3916.874512
	Iteration 19Q: 3 clusters Score -336342.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -336346.593750 Penalty: 3916.874512
	Iteration 20F: 3 clusters Score -336346.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -336350.562500 Penalty: 3916.874512
	Iteration 21Q: 3 clusters Score -336350.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -336353.468750 Penalty: 3916.874512
	Iteration 22Q: 3 clusters Score -336353.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -336357.406250 Penalty: 3916.874512
	Iteration 23Q: 3 clusters Score -336357.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -336361.906250 Penalty: 3916.874512
	Iteration 24Q: 3 clusters Score -336361.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -336366.562500 Penalty: 3916.874512
	Iteration 25Q: 3 clusters Score -336366.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -336370.031250 Penalty: 3916.874512
	Iteration 26Q: 3 clusters Score -336370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -336372.468750 Penalty: 3916.874512
	Iteration 27Q: 3 clusters Score -336372.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -336373.812500 Penalty: 3916.874512
	Iteration 28Q: 3 clusters Score -336373.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -336375.093750 Penalty: 3916.874512
	Iteration 29Q: 3 clusters Score -336375.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -336377.031250 Penalty: 3916.874512
	Iteration 30Q: 3 clusters Score -336377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -336378.281250 Penalty: 3916.874512
	Iteration 31Q: 3 clusters Score -336378.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -336378.250000 Penalty: 3916.874512
	Iteration 32Q: 3 clusters Score -336378.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -336378.250000 Penalty: 3916.874512
	Iteration 33F: 3 clusters Score -336378.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Entering Unmasked Estep 
Score: -1460164.500000 Penalty: 2333.316650
	Iteration 0F: 2 clusters Score -1460164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1451072.875000 Penalty: 4666.633301
	Iteration 0F: 3 clusters Score -1451073 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1453931.500000 Penalty: 4666.633301
	Iteration 1F: 3 clusters Score -1453932 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1454341.500000 Penalty: 4666.633301
	Iteration 2F: 3 clusters Score -1454342 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1454754.000000 Penalty: 4666.633301
	Iteration 3F: 3 clusters Score -1454754 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1455157.625000 Penalty: 4666.633301
	Iteration 4F: 3 clusters Score -1455158 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1455566.750000 Penalty: 4666.633301
	Iteration 5F: 3 clusters Score -1455567 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1455971.250000 Penalty: 4666.633301
	Iteration 6Q: 3 clusters Score -1455971 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1456352.750000 Penalty: 4666.633301
	Iteration 7Q: 3 clusters Score -1456353 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1456743.375000 Penalty: 4666.633301
	Iteration 8Q: 3 clusters Score -1456743 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1457156.750000 Penalty: 4666.633301
	Iteration 9Q: 3 clusters Score -1457157 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1457554.000000 Penalty: 4666.633301
	Iteration 10Q: 3 clusters Score -1457554 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1457908.375000 Penalty: 4666.633301
	Iteration 11Q: 3 clusters Score -1457908 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1458174.125000 Penalty: 4666.633301
	Iteration 12Q: 3 clusters Score -1458174 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1458327.875000 Penalty: 4666.633301
	Iteration 13Q: 3 clusters Score -1458328 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1458424.625000 Penalty: 4666.633301
	Iteration 14Q: 3 clusters Score -1458425 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1458486.000000 Penalty: 4666.633301
	Iteration 15Q: 3 clusters Score -1458486 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1458519.125000 Penalty: 4666.633301
	Iteration 16Q: 3 clusters Score -1458519 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1458539.875000 Penalty: 4666.633301
	Iteration 17Q: 3 clusters Score -1458540 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1458543.500000 Penalty: 4666.633301
	Iteration 18Q: 3 clusters Score -1458544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1458546.500000 Penalty: 4666.633301
	Iteration 19Q: 3 clusters Score -1458546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1458549.500000 Penalty: 4666.633301
	Iteration 20F: 3 clusters Score -1458550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1458555.375000 Penalty: 4666.633301
	Iteration 21Q: 3 clusters Score -1458555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1458559.875000 Penalty: 4666.633301
	Iteration 22Q: 3 clusters Score -1458560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1458562.125000 Penalty: 4666.633301
	Iteration 23Q: 3 clusters Score -1458562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1458565.250000 Penalty: 4666.633301
	Iteration 24Q: 3 clusters Score -1458565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1458567.875000 Penalty: 4666.633301
	Iteration 25Q: 3 clusters Score -1458568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1458569.250000 Penalty: 4666.633301
	Iteration 26Q: 3 clusters Score -1458569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1458566.000000 Penalty: 4666.633301
	Iteration 27Q: 3 clusters Score -1458566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1458566.125000 Penalty: 4666.633301
	Iteration 28Q: 3 clusters Score -1458566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1458562.250000 Penalty: 4666.633301
	Iteration 29Q: 3 clusters Score -1458562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1458562.250000 Penalty: 4666.633301
	Iteration 30F: 3 clusters Score -1458562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -59266.429688 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -59266.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -57787.722656 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -57787.72 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -58481.199219 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -58481.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -58697.429688 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -58697.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -58832.558594 Penalty: 3176.172607
	Iteration 3Q: 3 clusters Score -58832.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -58906.085938 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -58906.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -58931.457031 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -58931.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -58946.921875 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -58946.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -58955.027344 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -58955.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -58958.382812 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -58958.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -58960.421875 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -58960.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -58962.406250 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -58962.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -58964.402344 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -58964.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -58964.402344 Penalty: 3176.172607
	Iteration 12F: 3 clusters Score -58964.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -61719.035156 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -61719.04 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 331 members 
Entering Unmasked Estep 
Score: -60239.902344 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -60239.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -61198.007812 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -61198.01 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -62075.503906 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -62075.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -62721.968750 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -62721.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62995.777344 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -62995.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62998.441406 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -62998.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -63001.132812 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -63001.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -63009.898438 Penalty: 3232.031738
	Iteration 7F: 3 clusters Score -63009.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -63176.035156 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -63176.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -63254.171875 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -63254.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -63254.171875 Penalty: 3232.031738
	Iteration 10F: 3 clusters Score -63254.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2689 members 
Mstep: Class 4 contains 12192 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 175154 members 
Mstep: Class 9 contains 116150 members 
Mstep: Class 10 contains 128904 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181873 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48997 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7270 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179730 members 
Mstep: Class 20 contains 66259 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 257 members 
Entering Unmasked Estep 
Score: -119274224.000000 Penalty: 75182.937500
Splitting cluster 6 changes total score from -119274496.000000 to -119274224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -79082.687500 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -79082.69 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 372 members 
Entering Unmasked Estep 
Score: -77381.796875 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -77381.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -77646.148438 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -77646.15 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -77754.718750 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -77754.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -77827.757812 Penalty: 3272.184082
	Iteration 3Q: 3 clusters Score -77827.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -77876.617188 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -77876.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -77937.945312 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -77937.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -78012.976562 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -78012.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78104.968750 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -78104.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -78155.992188 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -78155.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78186.695312 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -78186.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -78197.070312 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -78197.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -78205.664062 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -78205.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -78208.359375 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -78208.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78225.406250 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -78225.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -78235.070312 Penalty: 3272.184082
	Iteration 14Q: 3 clusters Score -78235.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -78236.421875 Penalty: 3272.184082
	Iteration 15Q: 3 clusters Score -78236.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -78239.125000 Penalty: 3272.184082
	Iteration 16Q: 3 clusters Score -78239.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -78239.125000 Penalty: 3272.184082
	Iteration 17F: 3 clusters Score -78239.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (175154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175154 members 
Entering Unmasked Estep 
Score: -22083614.000000 Penalty: 2994.208252
	Iteration 0F: 2 clusters Score -2.208361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 87753 members 
Entering Unmasked Estep 
Score: -21968118.000000 Penalty: 5988.416504
	Iteration 0F: 3 clusters Score -2.196812e+07 nChanged 84081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84802 members 
Mstep: Class 2 contains 90352 members 
Entering Unmasked Estep 
Score: -22016706.000000 Penalty: 5988.416504
	Iteration 1F: 3 clusters Score -2.201671e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83312 members 
Mstep: Class 2 contains 91842 members 
Entering Unmasked Estep 
Score: -22017444.000000 Penalty: 5988.416504
	Iteration 2Q: 3 clusters Score -2.201744e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81047 members 
Mstep: Class 2 contains 94107 members 
Entering Unmasked Estep 
Score: -22018546.000000 Penalty: 5988.416504
	Iteration 3Q: 3 clusters Score -2.201855e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77553 members 
Mstep: Class 2 contains 97601 members 
Entering Unmasked Estep 
Score: -22020092.000000 Penalty: 5988.416504
	Iteration 4Q: 3 clusters Score -2.202009e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72424 members 
Mstep: Class 2 contains 102730 members 
Entering Unmasked Estep 
Score: -22022478.000000 Penalty: 5988.416504
	Iteration 5Q: 3 clusters Score -2.202248e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64948 members 
Mstep: Class 2 contains 110206 members 
Entering Unmasked Estep 
Score: -22026866.000000 Penalty: 5988.416504
	Iteration 6Q: 3 clusters Score -2.202687e+07 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54786 members 
Mstep: Class 2 contains 120368 members 
Entering Unmasked Estep 
Score: -22034476.000000 Penalty: 5988.416504
	Iteration 7F: 3 clusters Score -2.203448e+07 nChanged 12625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 132295 members 
Entering Unmasked Estep 
Score: -22044756.000000 Penalty: 5988.416504
	Iteration 8F: 3 clusters Score -2.204476e+07 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 143876 members 
Entering Unmasked Estep 
Score: -22055450.000000 Penalty: 5988.416504
	Iteration 9F: 3 clusters Score -2.205545e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 153034 members 
Entering Unmasked Estep 
Score: -22064342.000000 Penalty: 5988.416504
	Iteration 10F: 3 clusters Score -2.206434e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 159913 members 
Entering Unmasked Estep 
Score: -22070642.000000 Penalty: 5988.416504
	Iteration 11Q: 3 clusters Score -2.207064e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 164915 members 
Entering Unmasked Estep 
Score: -22074870.000000 Penalty: 5988.416504
	Iteration 12Q: 3 clusters Score -2.207487e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 168654 members 
Entering Unmasked Estep 
Score: -22077446.000000 Penalty: 5988.416504
	Iteration 13Q: 3 clusters Score -2.207745e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 171226 members 
Entering Unmasked Estep 
Score: -22079220.000000 Penalty: 5988.416504
	Iteration 14Q: 3 clusters Score -2.207922e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 172862 members 
Entering Unmasked Estep 
Score: -22080134.000000 Penalty: 5988.416504
	Iteration 15Q: 3 clusters Score -2.208013e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 173766 members 
Entering Unmasked Estep 
Score: -22080552.000000 Penalty: 5988.416504
	Iteration 16Q: 3 clusters Score -2.208055e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 174187 members 
Entering Unmasked Estep 
Score: -22080764.000000 Penalty: 5988.416504
	Iteration 17Q: 3 clusters Score -2.208076e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 174403 members 
Entering Unmasked Estep 
Score: -22080908.000000 Penalty: 5988.416504
	Iteration 18Q: 3 clusters Score -2.208091e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 174535 members 
Entering Unmasked Estep 
Score: -22080984.000000 Penalty: 5988.416504
	Iteration 19Q: 3 clusters Score -2.208098e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 174604 members 
Entering Unmasked Estep 
Score: -22081032.000000 Penalty: 5988.416504
	Iteration 20F: 3 clusters Score -2.208103e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 174644 members 
Entering Unmasked Estep 
Score: -22081064.000000 Penalty: 5988.416504
	Iteration 21Q: 3 clusters Score -2.208106e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 174671 members 
Entering Unmasked Estep 
Score: -22081084.000000 Penalty: 5988.416504
	Iteration 22Q: 3 clusters Score -2.208108e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 174687 members 
Entering Unmasked Estep 
Score: -22081106.000000 Penalty: 5988.416504
	Iteration 23Q: 3 clusters Score -2.208111e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 174695 members 
Entering Unmasked Estep 
Score: -22081108.000000 Penalty: 5988.416504
	Iteration 24Q: 3 clusters Score -2.208111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 174696 members 
Entering Unmasked Estep 
Score: -22081118.000000 Penalty: 5988.416504
	Iteration 25Q: 3 clusters Score -2.208112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 174701 members 
Entering Unmasked Estep 
Score: -22081118.000000 Penalty: 5988.416504
	Iteration 26Q: 3 clusters Score -2.208112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 174705 members 
Entering Unmasked Estep 
Score: -22081132.000000 Penalty: 5988.416504
	Iteration 27Q: 3 clusters Score -2.208113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 174712 members 
Entering Unmasked Estep 
Score: -22081128.000000 Penalty: 5988.416504
	Iteration 28Q: 3 clusters Score -2.208113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 174716 members 
Entering Unmasked Estep 
Score: -22081136.000000 Penalty: 5988.416504
	Iteration 29Q: 3 clusters Score -2.208114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 174718 members 
Entering Unmasked Estep 
Score: -22081132.000000 Penalty: 5988.416504
	Iteration 30Q: 3 clusters Score -2.208113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 174718 members 
Entering Unmasked Estep 
Score: -22081132.000000 Penalty: 5988.416504
	Iteration 31F: 3 clusters Score -2.208113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (116150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116150 members 
Entering Unmasked Estep 
Score: -14683718.000000 Penalty: 2892.334229
	Iteration 0F: 2 clusters Score -1.468372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57952 members 
Mstep: Class 2 contains 58198 members 
Entering Unmasked Estep 
Score: -14606273.000000 Penalty: 5784.668457
	Iteration 0F: 3 clusters Score -1.460627e+07 nChanged 55176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -14637777.000000 Penalty: 5784.668457
	Iteration 1F: 3 clusters Score -1.463778e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -14638484.000000 Penalty: 5784.668457
	Iteration 2Q: 3 clusters Score -1.463848e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 62734 members 
Entering Unmasked Estep 
Score: -14639279.000000 Penalty: 5784.668457
	Iteration 3Q: 3 clusters Score -1.463928e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 65025 members 
Entering Unmasked Estep 
Score: -14640376.000000 Penalty: 5784.668457
	Iteration 4Q: 3 clusters Score -1.464038e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -14641974.000000 Penalty: 5784.668457
	Iteration 5Q: 3 clusters Score -1.464197e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 73265 members 
Entering Unmasked Estep 
Score: -14644747.000000 Penalty: 5784.668457
	Iteration 6Q: 3 clusters Score -1.464475e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 79932 members 
Entering Unmasked Estep 
Score: -14649194.000000 Penalty: 5784.668457
	Iteration 7F: 3 clusters Score -1.464919e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 88367 members 
Entering Unmasked Estep 
Score: -14655946.000000 Penalty: 5784.668457
	Iteration 8F: 3 clusters Score -1.465595e+07 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 97544 members 
Entering Unmasked Estep 
Score: -14664262.000000 Penalty: 5784.668457
	Iteration 9F: 3 clusters Score -1.466426e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 105392 members 
Entering Unmasked Estep 
Score: -14671727.000000 Penalty: 5784.668457
	Iteration 10F: 3 clusters Score -1.467173e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 110598 members 
Entering Unmasked Estep 
Score: -14676532.000000 Penalty: 5784.668457
	Iteration 11Q: 3 clusters Score -1.467653e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 113304 members 
Entering Unmasked Estep 
Score: -14679125.000000 Penalty: 5784.668457
	Iteration 12Q: 3 clusters Score -1.467912e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 114509 members 
Entering Unmasked Estep 
Score: -14680134.000000 Penalty: 5784.668457
	Iteration 13Q: 3 clusters Score -1.468013e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 115054 members 
Entering Unmasked Estep 
Score: -14680583.000000 Penalty: 5784.668457
	Iteration 14Q: 3 clusters Score -1.468058e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 115312 members 
Entering Unmasked Estep 
Score: -14680734.000000 Penalty: 5784.668457
	Iteration 15Q: 3 clusters Score -1.468073e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 115453 members 
Entering Unmasked Estep 
Score: -14680919.000000 Penalty: 5784.668457
	Iteration 16Q: 3 clusters Score -1.468092e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 115542 members 
Entering Unmasked Estep 
Score: -14680970.000000 Penalty: 5784.668457
	Iteration 17Q: 3 clusters Score -1.468097e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 115592 members 
Entering Unmasked Estep 
Score: -14681038.000000 Penalty: 5784.668457
	Iteration 18Q: 3 clusters Score -1.468104e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 115617 members 
Entering Unmasked Estep 
Score: -14681070.000000 Penalty: 5784.668457
	Iteration 19Q: 3 clusters Score -1.468107e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 115637 members 
Entering Unmasked Estep 
Score: -14681088.000000 Penalty: 5784.668457
	Iteration 20F: 3 clusters Score -1.468109e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 115655 members 
Entering Unmasked Estep 
Score: -14681087.000000 Penalty: 5784.668457
	Iteration 21Q: 3 clusters Score -1.468109e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 115663 members 
Entering Unmasked Estep 
Score: -14681101.000000 Penalty: 5784.668457
	Iteration 22Q: 3 clusters Score -1.46811e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 115678 members 
Entering Unmasked Estep 
Score: -14681139.000000 Penalty: 5784.668457
	Iteration 23Q: 3 clusters Score -1.468114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 115686 members 
Entering Unmasked Estep 
Score: -14681152.000000 Penalty: 5784.668457
	Iteration 24Q: 3 clusters Score -1.468115e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 115692 members 
Entering Unmasked Estep 
Score: -14681166.000000 Penalty: 5784.668457
	Iteration 25Q: 3 clusters Score -1.468117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 115698 members 
Entering Unmasked Estep 
Score: -14681172.000000 Penalty: 5784.668457
	Iteration 26Q: 3 clusters Score -1.468117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 115704 members 
Entering Unmasked Estep 
Score: -14681173.000000 Penalty: 5784.668457
	Iteration 27Q: 3 clusters Score -1.468117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 115715 members 
Entering Unmasked Estep 
Score: -14681173.000000 Penalty: 5784.668457
	Iteration 28Q: 3 clusters Score -1.468117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 115723 members 
Entering Unmasked Estep 
Score: -14681183.000000 Penalty: 5784.668457
	Iteration 29Q: 3 clusters Score -1.468118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 115728 members 
Entering Unmasked Estep 
Score: -14681176.000000 Penalty: 5784.668457
	Iteration 30Q: 3 clusters Score -1.468118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 115728 members 
Entering Unmasked Estep 
Score: -14681189.000000 Penalty: 5784.668457
	Iteration 31Q: 3 clusters Score -1.468119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 115729 members 
Entering Unmasked Estep 
Score: -14681200.000000 Penalty: 5784.668457
	Iteration 32Q: 3 clusters Score -1.46812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 115732 members 
Entering Unmasked Estep 
Score: -14681194.000000 Penalty: 5784.668457
	Iteration 33Q: 3 clusters Score -1.468119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 115731 members 
Entering Unmasked Estep 
Score: -14681199.000000 Penalty: 5784.668457
	Iteration 34Q: 3 clusters Score -1.46812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 115731 members 
Entering Unmasked Estep 
Score: -14681206.000000 Penalty: 5784.668457
	Iteration 35Q: 3 clusters Score -1.468121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 115733 members 
Entering Unmasked Estep 
Score: -14681205.000000 Penalty: 5784.668457
	Iteration 36Q: 3 clusters Score -1.46812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 115734 members 
Entering Unmasked Estep 
Score: -14681208.000000 Penalty: 5784.668457
	Iteration 37Q: 3 clusters Score -1.468121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 115735 members 
Entering Unmasked Estep 
Score: -14681202.000000 Penalty: 5784.668457
	Iteration 38Q: 3 clusters Score -1.46812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 115737 members 
Entering Unmasked Estep 
Score: -14681212.000000 Penalty: 5784.668457
	Iteration 39Q: 3 clusters Score -1.468121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 115738 members 
Entering Unmasked Estep 
Score: -14681210.000000 Penalty: 5784.668457
	Iteration 40F: 3 clusters Score -1.468121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (128904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128904 members 
Entering Unmasked Estep 
Score: -16324184.000000 Penalty: 2918.172119
	Iteration 0F: 2 clusters Score -1.632418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 64489 members 
Entering Unmasked Estep 
Score: -16237744.000000 Penalty: 5836.344238
	Iteration 0F: 3 clusters Score -1.623774e+07 nChanged 61352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63891 members 
Mstep: Class 2 contains 65013 members 
Entering Unmasked Estep 
Score: -16273223.000000 Penalty: 5836.344238
	Iteration 1F: 3 clusters Score -1.627322e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -16274030.000000 Penalty: 5836.344238
	Iteration 2Q: 3 clusters Score -1.627403e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 66698 members 
Entering Unmasked Estep 
Score: -16274898.000000 Penalty: 5836.344238
	Iteration 3Q: 3 clusters Score -1.62749e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -16276191.000000 Penalty: 5836.344238
	Iteration 4Q: 3 clusters Score -1.627619e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 70572 members 
Entering Unmasked Estep 
Score: -16277876.000000 Penalty: 5836.344238
	Iteration 5Q: 3 clusters Score -1.627788e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 74006 members 
Entering Unmasked Estep 
Score: -16280652.000000 Penalty: 5836.344238
	Iteration 6Q: 3 clusters Score -1.628065e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 78709 members 
Entering Unmasked Estep 
Score: -16284668.000000 Penalty: 5836.344238
	Iteration 7F: 3 clusters Score -1.628467e+07 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 84630 members 
Entering Unmasked Estep 
Score: -16290416.000000 Penalty: 5836.344238
	Iteration 8F: 3 clusters Score -1.629042e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 91105 members 
Entering Unmasked Estep 
Score: -16297421.000000 Penalty: 5836.344238
	Iteration 9F: 3 clusters Score -1.629742e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 96787 members 
Entering Unmasked Estep 
Score: -16304216.000000 Penalty: 5836.344238
	Iteration 10F: 3 clusters Score -1.630422e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 100939 members 
Entering Unmasked Estep 
Score: -16308780.000000 Penalty: 5836.344238
	Iteration 11Q: 3 clusters Score -1.630878e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 104038 members 
Entering Unmasked Estep 
Score: -16311193.000000 Penalty: 5836.344238
	Iteration 12Q: 3 clusters Score -1.631119e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 106701 members 
Entering Unmasked Estep 
Score: -16312680.000000 Penalty: 5836.344238
	Iteration 13Q: 3 clusters Score -1.631268e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 109167 members 
Entering Unmasked Estep 
Score: -16313887.000000 Penalty: 5836.344238
	Iteration 14Q: 3 clusters Score -1.631389e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 111460 members 
Entering Unmasked Estep 
Score: -16314947.000000 Penalty: 5836.344238
	Iteration 15Q: 3 clusters Score -1.631495e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 113590 members 
Entering Unmasked Estep 
Score: -16315795.000000 Penalty: 5836.344238
	Iteration 16Q: 3 clusters Score -1.63158e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 115486 members 
Entering Unmasked Estep 
Score: -16316646.000000 Penalty: 5836.344238
	Iteration 17Q: 3 clusters Score -1.631665e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 117212 members 
Entering Unmasked Estep 
Score: -16317427.000000 Penalty: 5836.344238
	Iteration 18Q: 3 clusters Score -1.631743e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 118775 members 
Entering Unmasked Estep 
Score: -16318151.000000 Penalty: 5836.344238
	Iteration 19Q: 3 clusters Score -1.631815e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 120141 members 
Entering Unmasked Estep 
Score: -16318675.000000 Penalty: 5836.344238
	Iteration 20F: 3 clusters Score -1.631868e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 121321 members 
Entering Unmasked Estep 
Score: -16319233.000000 Penalty: 5836.344238
	Iteration 21Q: 3 clusters Score -1.631923e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 122371 members 
Entering Unmasked Estep 
Score: -16319721.000000 Penalty: 5836.344238
	Iteration 22Q: 3 clusters Score -1.631972e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 123267 members 
Entering Unmasked Estep 
Score: -16320143.000000 Penalty: 5836.344238
	Iteration 23Q: 3 clusters Score -1.632014e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 123985 members 
Entering Unmasked Estep 
Score: -16320502.000000 Penalty: 5836.344238
	Iteration 24Q: 3 clusters Score -1.63205e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 124649 members 
Entering Unmasked Estep 
Score: -16320741.000000 Penalty: 5836.344238
	Iteration 25Q: 3 clusters Score -1.632074e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 125192 members 
Entering Unmasked Estep 
Score: -16320976.000000 Penalty: 5836.344238
	Iteration 26Q: 3 clusters Score -1.632098e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 125633 members 
Entering Unmasked Estep 
Score: -16321185.000000 Penalty: 5836.344238
	Iteration 27Q: 3 clusters Score -1.632118e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 125994 members 
Entering Unmasked Estep 
Score: -16321348.000000 Penalty: 5836.344238
	Iteration 28Q: 3 clusters Score -1.632135e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 126283 members 
Entering Unmasked Estep 
Score: -16321440.000000 Penalty: 5836.344238
	Iteration 29Q: 3 clusters Score -1.632144e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 126506 members 
Entering Unmasked Estep 
Score: -16321536.000000 Penalty: 5836.344238
	Iteration 30Q: 3 clusters Score -1.632154e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 126705 members 
Entering Unmasked Estep 
Score: -16321616.000000 Penalty: 5836.344238
	Iteration 31Q: 3 clusters Score -1.632162e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 126868 members 
Entering Unmasked Estep 
Score: -16321659.000000 Penalty: 5836.344238
	Iteration 32Q: 3 clusters Score -1.632166e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 127018 members 
Entering Unmasked Estep 
Score: -16321706.000000 Penalty: 5836.344238
	Iteration 33Q: 3 clusters Score -1.632171e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 127140 members 
Entering Unmasked Estep 
Score: -16321753.000000 Penalty: 5836.344238
	Iteration 34Q: 3 clusters Score -1.632175e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 127235 members 
Entering Unmasked Estep 
Score: -16321767.000000 Penalty: 5836.344238
	Iteration 35Q: 3 clusters Score -1.632177e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 127292 members 
Entering Unmasked Estep 
Score: -16321812.000000 Penalty: 5836.344238
	Iteration 36Q: 3 clusters Score -1.632181e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 127340 members 
Entering Unmasked Estep 
Score: -16321828.000000 Penalty: 5836.344238
	Iteration 37Q: 3 clusters Score -1.632183e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 127385 members 
Entering Unmasked Estep 
Score: -16321857.000000 Penalty: 5836.344238
	Iteration 38Q: 3 clusters Score -1.632186e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 127422 members 
Entering Unmasked Estep 
Score: -16321886.000000 Penalty: 5836.344238
	Iteration 39Q: 3 clusters Score -1.632189e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 127441 members 
Entering Unmasked Estep 
Score: -16321893.000000 Penalty: 5836.344238
	Iteration 40F: 3 clusters Score -1.632189e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 127464 members 
Entering Unmasked Estep 
Score: -16321871.000000 Penalty: 5836.344238
	Iteration 41Q: 3 clusters Score -1.632187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 127482 members 
Entering Unmasked Estep 
Score: -16321875.000000 Penalty: 5836.344238
	Iteration 42Q: 3 clusters Score -1.632188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 127494 members 
Entering Unmasked Estep 
Score: -16321892.000000 Penalty: 5836.344238
	Iteration 43Q: 3 clusters Score -1.632189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 127508 members 
Entering Unmasked Estep 
Score: -16321892.000000 Penalty: 5836.344238
	Iteration 44Q: 3 clusters Score -1.632189e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 127524 members 
Entering Unmasked Estep 
Score: -16321892.000000 Penalty: 5836.344238
	Iteration 45Q: 3 clusters Score -1.632189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 127536 members 
Entering Unmasked Estep 
Score: -16321894.000000 Penalty: 5836.344238
	Iteration 46Q: 3 clusters Score -1.632189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 127547 members 
Entering Unmasked Estep 
Score: -16321890.000000 Penalty: 5836.344238
	Iteration 47Q: 3 clusters Score -1.632189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 127557 members 
Entering Unmasked Estep 
Score: -16321886.000000 Penalty: 5836.344238
	Iteration 48Q: 3 clusters Score -1.632189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 127565 members 
Entering Unmasked Estep 
Score: -16321889.000000 Penalty: 5836.344238
	Iteration 49Q: 3 clusters Score -1.632189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 127569 members 
Entering Unmasked Estep 
Score: -16321895.000000 Penalty: 5836.344238
	Iteration 50Q: 3 clusters Score -1.63219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 127571 members 
Entering Unmasked Estep 
Score: -16321899.000000 Penalty: 5836.344238
	Iteration 51Q: 3 clusters Score -1.63219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 127573 members 
Entering Unmasked Estep 
Score: -16321892.000000 Penalty: 5836.344238
	Iteration 52Q: 3 clusters Score -1.632189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 127579 members 
Entering Unmasked Estep 
Score: -16321891.000000 Penalty: 5836.344238
	Iteration 53Q: 3 clusters Score -1.632189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 127584 members 
Entering Unmasked Estep 
Score: -16321884.000000 Penalty: 5836.344238
	Iteration 54Q: 3 clusters Score -1.632188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 127587 members 
Entering Unmasked Estep 
Score: -16321878.000000 Penalty: 5836.344238
	Iteration 55Q: 3 clusters Score -1.632188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 127587 members 
Entering Unmasked Estep 
Score: -16321878.000000 Penalty: 5836.344238
	Iteration 56F: 3 clusters Score -1.632188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -75501.640625 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -75501.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -73837.796875 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -73837.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -74304.140625 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -74304.14 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -74639.234375 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -74639.23 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -74994.843750 Penalty: 3270.829102
	Iteration 3F: 3 clusters Score -74994.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -75254.523438 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -75254.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75455.757812 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -75455.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -75559.359375 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -75559.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -75724.304688 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -75724.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76063.367188 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -76063.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -76119.656250 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -76119.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76224.523438 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -76224.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76377.539062 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -76377.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -76462.734375 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -76462.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -76470.039062 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -76470.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76476.937500 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -76476.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -76478.406250 Penalty: 3270.829102
	Iteration 15Q: 3 clusters Score -76478.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -76478.406250 Penalty: 3270.829102
	Iteration 16F: 3 clusters Score -76478.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2689 members 
Mstep: Class 4 contains 12192 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 175154 members 
Mstep: Class 9 contains 116150 members 
Mstep: Class 10 contains 128904 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181873 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48997 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7270 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179730 members 
Mstep: Class 20 contains 66259 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 410 members 
Entering Unmasked Estep 
Score: -119273904.000000 Penalty: 75182.937500
Splitting cluster 11 changes total score from -119274496.000000 to -119273904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -147411.468750 Penalty: 1762.234985
	Iteration 0F: 2 clusters Score -147411.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -145282.625000 Penalty: 3524.469971
	Iteration 0F: 3 clusters Score -145282.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -145579.875000 Penalty: 3524.469971
	Iteration 1F: 3 clusters Score -145579.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -145662.296875 Penalty: 3524.469971
	Iteration 2F: 3 clusters Score -145662.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -145701.375000 Penalty: 3524.469971
	Iteration 3Q: 3 clusters Score -145701.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -145725.281250 Penalty: 3524.469971
	Iteration 4Q: 3 clusters Score -145725.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -145747.656250 Penalty: 3524.469971
	Iteration 5Q: 3 clusters Score -145747.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -145760.109375 Penalty: 3524.469971
	Iteration 6Q: 3 clusters Score -145760.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -145767.765625 Penalty: 3524.469971
	Iteration 7Q: 3 clusters Score -145767.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -145774.656250 Penalty: 3524.469971
	Iteration 8Q: 3 clusters Score -145774.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -145778.546875 Penalty: 3524.469971
	Iteration 9Q: 3 clusters Score -145778.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -145782.781250 Penalty: 3524.469971
	Iteration 10Q: 3 clusters Score -145782.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -145789.078125 Penalty: 3524.469971
	Iteration 11Q: 3 clusters Score -145789.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -145793.859375 Penalty: 3524.469971
	Iteration 12Q: 3 clusters Score -145793.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -145800.859375 Penalty: 3524.469971
	Iteration 13Q: 3 clusters Score -145800.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -145804.765625 Penalty: 3524.469971
	Iteration 14Q: 3 clusters Score -145804.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -145807.062500 Penalty: 3524.469971
	Iteration 15Q: 3 clusters Score -145807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -145808.656250 Penalty: 3524.469971
	Iteration 16Q: 3 clusters Score -145808.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -145813.671875 Penalty: 3524.469971
	Iteration 17Q: 3 clusters Score -145813.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -145817.234375 Penalty: 3524.469971
	Iteration 18Q: 3 clusters Score -145817.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -145820.484375 Penalty: 3524.469971
	Iteration 19Q: 3 clusters Score -145820.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -145821.500000 Penalty: 3524.469971
	Iteration 20F: 3 clusters Score -145821.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -145822.750000 Penalty: 3524.469971
	Iteration 21Q: 3 clusters Score -145822.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -145824.734375 Penalty: 3524.469971
	Iteration 22Q: 3 clusters Score -145824.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -145824.734375 Penalty: 3524.469971
	Iteration 23F: 3 clusters Score -145824.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (181873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181873 members 
Entering Unmasked Estep 
Score: -22869146.000000 Penalty: 3003.543945
	Iteration 0F: 2 clusters Score -2.286915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91329 members 
Mstep: Class 2 contains 90544 members 
Entering Unmasked Estep 
Score: -22749640.000000 Penalty: 6007.087891
	Iteration 0F: 3 clusters Score -2.274964e+07 nChanged 87601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96890 members 
Mstep: Class 2 contains 84983 members 
Entering Unmasked Estep 
Score: -22800536.000000 Penalty: 6007.087891
	Iteration 1F: 3 clusters Score -2.280054e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100496 members 
Mstep: Class 2 contains 81377 members 
Entering Unmasked Estep 
Score: -22801902.000000 Penalty: 6007.087891
	Iteration 2Q: 3 clusters Score -2.28019e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105903 members 
Mstep: Class 2 contains 75970 members 
Entering Unmasked Estep 
Score: -22804004.000000 Penalty: 6007.087891
	Iteration 3Q: 3 clusters Score -2.2804e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113982 members 
Mstep: Class 2 contains 67891 members 
Entering Unmasked Estep 
Score: -22808018.000000 Penalty: 6007.087891
	Iteration 4Q: 3 clusters Score -2.280802e+07 nChanged 11651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125529 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -22815664.000000 Penalty: 6007.087891
	Iteration 5F: 3 clusters Score -2.281566e+07 nChanged 15355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140872 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -22828546.000000 Penalty: 6007.087891
	Iteration 6F: 3 clusters Score -2.282855e+07 nChanged 16864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157732 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -22845056.000000 Penalty: 6007.087891
	Iteration 7F: 3 clusters Score -2.284506e+07 nChanged 13153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170885 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -22857314.000000 Penalty: 6007.087891
	Iteration 8F: 3 clusters Score -2.285731e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177696 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -22863372.000000 Penalty: 6007.087891
	Iteration 9Q: 3 clusters Score -2.286337e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180159 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -22865268.000000 Penalty: 6007.087891
	Iteration 10Q: 3 clusters Score -2.286527e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180951 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -22865996.000000 Penalty: 6007.087891
	Iteration 11Q: 3 clusters Score -2.2866e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181160 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -22866234.000000 Penalty: 6007.087891
	Iteration 12Q: 3 clusters Score -2.286623e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181267 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -22866358.000000 Penalty: 6007.087891
	Iteration 13Q: 3 clusters Score -2.286636e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181323 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -22866460.000000 Penalty: 6007.087891
	Iteration 14Q: 3 clusters Score -2.286646e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181343 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -22866492.000000 Penalty: 6007.087891
	Iteration 15Q: 3 clusters Score -2.286649e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181355 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -22866554.000000 Penalty: 6007.087891
	Iteration 16Q: 3 clusters Score -2.286655e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181360 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -22866592.000000 Penalty: 6007.087891
	Iteration 17Q: 3 clusters Score -2.286659e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181358 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -22866634.000000 Penalty: 6007.087891
	Iteration 18Q: 3 clusters Score -2.286663e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181353 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -22866668.000000 Penalty: 6007.087891
	Iteration 19Q: 3 clusters Score -2.286667e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181352 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -22866670.000000 Penalty: 6007.087891
	Iteration 20F: 3 clusters Score -2.286667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181352 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -22866666.000000 Penalty: 6007.087891
	Iteration 21Q: 3 clusters Score -2.286667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181349 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -22866692.000000 Penalty: 6007.087891
	Iteration 22Q: 3 clusters Score -2.286669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181348 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -22866696.000000 Penalty: 6007.087891
	Iteration 23Q: 3 clusters Score -2.28667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181346 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -22866700.000000 Penalty: 6007.087891
	Iteration 24Q: 3 clusters Score -2.28667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181346 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -22866708.000000 Penalty: 6007.087891
	Iteration 25Q: 3 clusters Score -2.286671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181348 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -22866698.000000 Penalty: 6007.087891
	Iteration 26Q: 3 clusters Score -2.28667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181347 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -22866702.000000 Penalty: 6007.087891
	Iteration 27Q: 3 clusters Score -2.28667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181347 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -22866702.000000 Penalty: 6007.087891
	Iteration 28F: 3 clusters Score -2.28667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -175410.109375 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -175410.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -173146.750000 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -173146.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -173495.062500 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -173495.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -173577.171875 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -173577.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -173623.468750 Penalty: 3612.930908
	Iteration 3Q: 3 clusters Score -173623.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -173652.078125 Penalty: 3612.930908
	Iteration 4Q: 3 clusters Score -173652.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -173668.203125 Penalty: 3612.930908
	Iteration 5Q: 3 clusters Score -173668.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -173679.812500 Penalty: 3612.930908
	Iteration 6Q: 3 clusters Score -173679.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -173691.500000 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -173691.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -173701.531250 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -173701.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -173706.531250 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -173706.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -173708.875000 Penalty: 3612.930908
	Iteration 10Q: 3 clusters Score -173708.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -173709.562500 Penalty: 3612.930908
	Iteration 11Q: 3 clusters Score -173709.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -173709.562500 Penalty: 3612.930908
	Iteration 12F: 3 clusters Score -173709.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Entering Unmasked Estep 
Score: -6227305.500000 Penalty: 2678.279785
	Iteration 0F: 2 clusters Score -6227306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -6194417.500000 Penalty: 5356.559570
	Iteration 0F: 3 clusters Score -6194418 nChanged 22529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -6206824.500000 Penalty: 5356.559570
	Iteration 1F: 3 clusters Score -6206824 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -6207305.500000 Penalty: 5356.559570
	Iteration 2Q: 3 clusters Score -6207306 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -6207636.500000 Penalty: 5356.559570
	Iteration 3Q: 3 clusters Score -6207636 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -6207978.000000 Penalty: 5356.559570
	Iteration 4Q: 3 clusters Score -6207978 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -6208348.000000 Penalty: 5356.559570
	Iteration 5Q: 3 clusters Score -6208348 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -6208788.000000 Penalty: 5356.559570
	Iteration 6Q: 3 clusters Score -6208788 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -6209436.500000 Penalty: 5356.559570
	Iteration 7Q: 3 clusters Score -6209436 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -6210429.500000 Penalty: 5356.559570
	Iteration 8Q: 3 clusters Score -6210430 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -6211963.500000 Penalty: 5356.559570
	Iteration 9F: 3 clusters Score -6211964 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -6214280.500000 Penalty: 5356.559570
	Iteration 10F: 3 clusters Score -6214280 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -6217352.500000 Penalty: 5356.559570
	Iteration 11F: 3 clusters Score -6217352 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -6220363.000000 Penalty: 5356.559570
	Iteration 12F: 3 clusters Score -6220363 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -6222543.000000 Penalty: 5356.559570
	Iteration 13Q: 3 clusters Score -6222543 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -6223557.000000 Penalty: 5356.559570
	Iteration 14Q: 3 clusters Score -6223557 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -6224020.000000 Penalty: 5356.559570
	Iteration 15Q: 3 clusters Score -6224020 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -6224335.000000 Penalty: 5356.559570
	Iteration 16Q: 3 clusters Score -6224335 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -6224585.500000 Penalty: 5356.559570
	Iteration 17Q: 3 clusters Score -6224586 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -6224749.000000 Penalty: 5356.559570
	Iteration 18Q: 3 clusters Score -6224749 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -6224897.000000 Penalty: 5356.559570
	Iteration 19Q: 3 clusters Score -6224897 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -6225042.500000 Penalty: 5356.559570
	Iteration 20F: 3 clusters Score -6225042 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -6225177.500000 Penalty: 5356.559570
	Iteration 21Q: 3 clusters Score -6225178 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -6225317.000000 Penalty: 5356.559570
	Iteration 22Q: 3 clusters Score -6225317 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -6225427.000000 Penalty: 5356.559570
	Iteration 23Q: 3 clusters Score -6225427 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -6225526.000000 Penalty: 5356.559570
	Iteration 24Q: 3 clusters Score -6225526 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -6225589.500000 Penalty: 5356.559570
	Iteration 25Q: 3 clusters Score -6225590 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -6225627.500000 Penalty: 5356.559570
	Iteration 26Q: 3 clusters Score -6225628 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -6225690.000000 Penalty: 5356.559570
	Iteration 27Q: 3 clusters Score -6225690 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -6225764.500000 Penalty: 5356.559570
	Iteration 28Q: 3 clusters Score -6225764 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -6225815.000000 Penalty: 5356.559570
	Iteration 29Q: 3 clusters Score -6225815 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -6225843.500000 Penalty: 5356.559570
	Iteration 30Q: 3 clusters Score -6225844 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -6225863.000000 Penalty: 5356.559570
	Iteration 31Q: 3 clusters Score -6225863 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -6225894.500000 Penalty: 5356.559570
	Iteration 32Q: 3 clusters Score -6225894 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -6225915.500000 Penalty: 5356.559570
	Iteration 33Q: 3 clusters Score -6225916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -6225929.500000 Penalty: 5356.559570
	Iteration 34Q: 3 clusters Score -6225930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -6225934.500000 Penalty: 5356.559570
	Iteration 35Q: 3 clusters Score -6225934 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -6225961.500000 Penalty: 5356.559570
	Iteration 36Q: 3 clusters Score -6225962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -6225964.000000 Penalty: 5356.559570
	Iteration 37Q: 3 clusters Score -6225964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -6225963.000000 Penalty: 5356.559570
	Iteration 38Q: 3 clusters Score -6225963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -6225974.000000 Penalty: 5356.559570
	Iteration 39Q: 3 clusters Score -6225974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -6225992.000000 Penalty: 5356.559570
	Iteration 40F: 3 clusters Score -6225992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -6225998.000000 Penalty: 5356.559570
	Iteration 41Q: 3 clusters Score -6225998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -6226001.500000 Penalty: 5356.559570
	Iteration 42Q: 3 clusters Score -6226002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -6226009.500000 Penalty: 5356.559570
	Iteration 43Q: 3 clusters Score -6226010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -6226008.000000 Penalty: 5356.559570
	Iteration 44Q: 3 clusters Score -6226008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -6226015.000000 Penalty: 5356.559570
	Iteration 45Q: 3 clusters Score -6226015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -6226008.500000 Penalty: 5356.559570
	Iteration 46Q: 3 clusters Score -6226008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -6226022.500000 Penalty: 5356.559570
	Iteration 47Q: 3 clusters Score -6226022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -6226020.000000 Penalty: 5356.559570
	Iteration 48Q: 3 clusters Score -6226020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -6226019.000000 Penalty: 5356.559570
	Iteration 49Q: 3 clusters Score -6226019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -6226026.500000 Penalty: 5356.559570
	Iteration 50Q: 3 clusters Score -6226026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -6226029.000000 Penalty: 5356.559570
	Iteration 51Q: 3 clusters Score -6226029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -6226025.000000 Penalty: 5356.559570
	Iteration 52Q: 3 clusters Score -6226025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -6226039.000000 Penalty: 5356.559570
	Iteration 53Q: 3 clusters Score -6226039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -6226033.000000 Penalty: 5356.559570
	Iteration 54Q: 3 clusters Score -6226033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -6226043.500000 Penalty: 5356.559570
	Iteration 55Q: 3 clusters Score -6226044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -6226040.000000 Penalty: 5356.559570
	Iteration 56Q: 3 clusters Score -6226040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -6226044.000000 Penalty: 5356.559570
	Iteration 57Q: 3 clusters Score -6226044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -6226046.000000 Penalty: 5356.559570
	Iteration 58Q: 3 clusters Score -6226046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -6226045.000000 Penalty: 5356.559570
	Iteration 59Q: 3 clusters Score -6226045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -6226048.500000 Penalty: 5356.559570
	Iteration 60F: 3 clusters Score -6226048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -6226051.000000 Penalty: 5356.559570
	Iteration 61Q: 3 clusters Score -6226051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -6226051.000000 Penalty: 5356.559570
	Iteration 62Q: 3 clusters Score -6226051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -6226051.000000 Penalty: 5356.559570
	Iteration 63F: 3 clusters Score -6226051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -291196.281250 Penalty: 1931.476440
	Iteration 0F: 2 clusters Score -291196.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -288346.218750 Penalty: 3862.952881
	Iteration 0F: 3 clusters Score -288346.2 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -288828.218750 Penalty: 3862.952881
	Iteration 1F: 3 clusters Score -288828.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -288952.500000 Penalty: 3862.952881
	Iteration 2F: 3 clusters Score -288952.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -289027.281250 Penalty: 3862.952881
	Iteration 3Q: 3 clusters Score -289027.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -289090.125000 Penalty: 3862.952881
	Iteration 4Q: 3 clusters Score -289090.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -289144.187500 Penalty: 3862.952881
	Iteration 5Q: 3 clusters Score -289144.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -289190.718750 Penalty: 3862.952881
	Iteration 6Q: 3 clusters Score -289190.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -289220.375000 Penalty: 3862.952881
	Iteration 7Q: 3 clusters Score -289220.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -289246.968750 Penalty: 3862.952881
	Iteration 8Q: 3 clusters Score -289247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -289270.843750 Penalty: 3862.952881
	Iteration 9Q: 3 clusters Score -289270.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -289284.781250 Penalty: 3862.952881
	Iteration 10Q: 3 clusters Score -289284.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -289299.406250 Penalty: 3862.952881
	Iteration 11Q: 3 clusters Score -289299.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -289309.218750 Penalty: 3862.952881
	Iteration 12Q: 3 clusters Score -289309.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -289319.031250 Penalty: 3862.952881
	Iteration 13Q: 3 clusters Score -289319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -289331.750000 Penalty: 3862.952881
	Iteration 14Q: 3 clusters Score -289331.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -289342.000000 Penalty: 3862.952881
	Iteration 15Q: 3 clusters Score -289342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -289350.875000 Penalty: 3862.952881
	Iteration 16Q: 3 clusters Score -289350.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -289365.406250 Penalty: 3862.952881
	Iteration 17Q: 3 clusters Score -289365.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -289375.031250 Penalty: 3862.952881
	Iteration 18Q: 3 clusters Score -289375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -289389.250000 Penalty: 3862.952881
	Iteration 19Q: 3 clusters Score -289389.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -289403.031250 Penalty: 3862.952881
	Iteration 20F: 3 clusters Score -289403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -289418.812500 Penalty: 3862.952881
	Iteration 21Q: 3 clusters Score -289418.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -289431.625000 Penalty: 3862.952881
	Iteration 22Q: 3 clusters Score -289431.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -289445.812500 Penalty: 3862.952881
	Iteration 23Q: 3 clusters Score -289445.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -289458.625000 Penalty: 3862.952881
	Iteration 24Q: 3 clusters Score -289458.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -289474.781250 Penalty: 3862.952881
	Iteration 25Q: 3 clusters Score -289474.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -289481.062500 Penalty: 3862.952881
	Iteration 26Q: 3 clusters Score -289481.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -289490.875000 Penalty: 3862.952881
	Iteration 27Q: 3 clusters Score -289490.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -289506.062500 Penalty: 3862.952881
	Iteration 28Q: 3 clusters Score -289506.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -289531.937500 Penalty: 3862.952881
	Iteration 29Q: 3 clusters Score -289531.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -289565.937500 Penalty: 3862.952881
	Iteration 30Q: 3 clusters Score -289565.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -289618.500000 Penalty: 3862.952881
	Iteration 31Q: 3 clusters Score -289618.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -289687.781250 Penalty: 3862.952881
	Iteration 32Q: 3 clusters Score -289687.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -289832.250000 Penalty: 3862.952881
	Iteration 33Q: 3 clusters Score -289832.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -290033.156250 Penalty: 3862.952881
	Iteration 34Q: 3 clusters Score -290033.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -290228.468750 Penalty: 3862.952881
	Iteration 35Q: 3 clusters Score -290228.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -290500.281250 Penalty: 3862.952881
	Iteration 36Q: 3 clusters Score -290500.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -290818.093750 Penalty: 3862.952881
	Iteration 37F: 3 clusters Score -290818.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -291149.656250 Penalty: 3862.952881
	Iteration 38Q: 3 clusters Score -291149.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -291378.406250 Penalty: 3862.952881
	Iteration 39Q: 3 clusters Score -291378.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -291417.343750 Penalty: 3862.952881
	Iteration 40F: 3 clusters Score -291417.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -291422.093750 Penalty: 3862.952881
	Iteration 41Q: 3 clusters Score -291422.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -291422.468750 Penalty: 3862.952881
	Iteration 42Q: 3 clusters Score -291422.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -291422.718750 Penalty: 3862.952881
	Iteration 43Q: 3 clusters Score -291422.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -291422.718750 Penalty: 3862.952881
	Iteration 44F: 3 clusters Score -291422.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2689 members 
Mstep: Class 4 contains 12192 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 175154 members 
Mstep: Class 9 contains 116150 members 
Mstep: Class 10 contains 128904 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181873 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48997 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 7270 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179730 members 
Mstep: Class 20 contains 66259 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 1229 members 
Entering Unmasked Estep 
Score: -119273056.000000 Penalty: 75182.937500
Splitting cluster 16 changes total score from -119274496.000000 to -119273056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (7270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Entering Unmasked Estep 
Score: -875033.437500 Penalty: 2205.094971
	Iteration 0F: 2 clusters Score -875033.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -869104.250000 Penalty: 4410.189941
	Iteration 0F: 3 clusters Score -869104.2 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -870670.625000 Penalty: 4410.189941
	Iteration 1F: 3 clusters Score -870670.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -870905.625000 Penalty: 4410.189941
	Iteration 2F: 3 clusters Score -870905.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -871118.062500 Penalty: 4410.189941
	Iteration 3Q: 3 clusters Score -871118.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -871313.687500 Penalty: 4410.189941
	Iteration 4Q: 3 clusters Score -871313.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -871495.375000 Penalty: 4410.189941
	Iteration 5Q: 3 clusters Score -871495.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -871668.687500 Penalty: 4410.189941
	Iteration 6Q: 3 clusters Score -871668.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -871851.687500 Penalty: 4410.189941
	Iteration 7Q: 3 clusters Score -871851.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -872057.562500 Penalty: 4410.189941
	Iteration 8Q: 3 clusters Score -872057.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -872269.875000 Penalty: 4410.189941
	Iteration 9Q: 3 clusters Score -872269.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -872473.562500 Penalty: 4410.189941
	Iteration 10Q: 3 clusters Score -872473.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -872684.500000 Penalty: 4410.189941
	Iteration 11Q: 3 clusters Score -872684.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -872877.500000 Penalty: 4410.189941
	Iteration 12Q: 3 clusters Score -872877.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -873023.687500 Penalty: 4410.189941
	Iteration 13Q: 3 clusters Score -873023.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -873128.187500 Penalty: 4410.189941
	Iteration 14Q: 3 clusters Score -873128.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -873228.687500 Penalty: 4410.189941
	Iteration 15Q: 3 clusters Score -873228.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -873324.750000 Penalty: 4410.189941
	Iteration 16Q: 3 clusters Score -873324.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -873401.750000 Penalty: 4410.189941
	Iteration 17Q: 3 clusters Score -873401.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -873471.312500 Penalty: 4410.189941
	Iteration 18Q: 3 clusters Score -873471.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -873522.375000 Penalty: 4410.189941
	Iteration 19Q: 3 clusters Score -873522.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -873571.375000 Penalty: 4410.189941
	Iteration 20F: 3 clusters Score -873571.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -873604.750000 Penalty: 4410.189941
	Iteration 21Q: 3 clusters Score -873604.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -873635.312500 Penalty: 4410.189941
	Iteration 22Q: 3 clusters Score -873635.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -873653.250000 Penalty: 4410.189941
	Iteration 23Q: 3 clusters Score -873653.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -873666.812500 Penalty: 4410.189941
	Iteration 24Q: 3 clusters Score -873666.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -873680.312500 Penalty: 4410.189941
	Iteration 25Q: 3 clusters Score -873680.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -873689.500000 Penalty: 4410.189941
	Iteration 26Q: 3 clusters Score -873689.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -873695.250000 Penalty: 4410.189941
	Iteration 27Q: 3 clusters Score -873695.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -873701.500000 Penalty: 4410.189941
	Iteration 28Q: 3 clusters Score -873701.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -873707.625000 Penalty: 4410.189941
	Iteration 29Q: 3 clusters Score -873707.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -873710.187500 Penalty: 4410.189941
	Iteration 30Q: 3 clusters Score -873710.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -873713.625000 Penalty: 4410.189941
	Iteration 31Q: 3 clusters Score -873713.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -873718.687500 Penalty: 4410.189941
	Iteration 32Q: 3 clusters Score -873718.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -873723.687500 Penalty: 4410.189941
	Iteration 33Q: 3 clusters Score -873723.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -873725.937500 Penalty: 4410.189941
	Iteration 34Q: 3 clusters Score -873725.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -873725.625000 Penalty: 4410.189941
	Iteration 35Q: 3 clusters Score -873725.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -873728.500000 Penalty: 4410.189941
	Iteration 36Q: 3 clusters Score -873728.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -873731.625000 Penalty: 4410.189941
	Iteration 37Q: 3 clusters Score -873731.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -873732.125000 Penalty: 4410.189941
	Iteration 38Q: 3 clusters Score -873732.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -873735.250000 Penalty: 4410.189941
	Iteration 39Q: 3 clusters Score -873735.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -873735.750000 Penalty: 4410.189941
	Iteration 40F: 3 clusters Score -873735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -873735.125000 Penalty: 4410.189941
	Iteration 41Q: 3 clusters Score -873735.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -873738.062500 Penalty: 4410.189941
	Iteration 42Q: 3 clusters Score -873738.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -873736.625000 Penalty: 4410.189941
	Iteration 43Q: 3 clusters Score -873736.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -873736.625000 Penalty: 4410.189941
	Iteration 44F: 3 clusters Score -873736.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -29145.853516 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -29145.85 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 167 members 
Entering Unmasked Estep 
Score: -27828.119141 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -27828.12 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28100.005859 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -28100.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28194.115234 Penalty: 2861.087158
	Iteration 2F: 3 clusters Score -28194.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28252.970703 Penalty: 2861.087158
	Iteration 3F: 3 clusters Score -28252.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28319.697266 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -28319.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28392.777344 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -28392.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28420.888672 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -28420.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28451.955078 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -28451.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28493.964844 Penalty: 2861.087158
	Iteration 8Q: 3 clusters Score -28493.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28556.011719 Penalty: 2861.087158
	Iteration 9Q: 3 clusters Score -28556.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28560.386719 Penalty: 2861.087158
	Iteration 10Q: 3 clusters Score -28560.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28562.939453 Penalty: 2861.087158
	Iteration 11Q: 3 clusters Score -28562.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28565.619141 Penalty: 2861.087158
	Iteration 12Q: 3 clusters Score -28565.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28568.810547 Penalty: 2861.087158
	Iteration 13Q: 3 clusters Score -28568.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28572.785156 Penalty: 2861.087158
	Iteration 14Q: 3 clusters Score -28572.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28582.457031 Penalty: 2861.087158
	Iteration 15Q: 3 clusters Score -28582.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28596.304688 Penalty: 2861.087158
	Iteration 16Q: 3 clusters Score -28596.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -28596.304688 Penalty: 2861.087158
	Iteration 17F: 3 clusters Score -28596.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (179730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179730 members 
Entering Unmasked Estep 
Score: -22602096.000000 Penalty: 3000.604248
	Iteration 0F: 2 clusters Score -2.26021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90366 members 
Mstep: Class 2 contains 89364 members 
Entering Unmasked Estep 
Score: -22484800.000000 Penalty: 6001.208496
	Iteration 0F: 3 clusters Score -2.24848e+07 nChanged 86385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97209 members 
Mstep: Class 2 contains 82521 members 
Entering Unmasked Estep 
Score: -22535614.000000 Penalty: 6001.208496
	Iteration 1F: 3 clusters Score -2.253561e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101389 members 
Mstep: Class 2 contains 78341 members 
Entering Unmasked Estep 
Score: -22537512.000000 Penalty: 6001.208496
	Iteration 2Q: 3 clusters Score -2.253751e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107716 members 
Mstep: Class 2 contains 72014 members 
Entering Unmasked Estep 
Score: -22540954.000000 Penalty: 6001.208496
	Iteration 3Q: 3 clusters Score -2.254095e+07 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116899 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -22546906.000000 Penalty: 6001.208496
	Iteration 4F: 3 clusters Score -2.254691e+07 nChanged 12444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129223 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -22556436.000000 Penalty: 6001.208496
	Iteration 5F: 3 clusters Score -2.255644e+07 nChanged 14742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143937 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -22569658.000000 Penalty: 6001.208496
	Iteration 6F: 3 clusters Score -2.256966e+07 nChanged 14488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158421 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -22583174.000000 Penalty: 6001.208496
	Iteration 7F: 3 clusters Score -2.258317e+07 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169177 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -22592282.000000 Penalty: 6001.208496
	Iteration 8F: 3 clusters Score -2.259228e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175020 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -22596320.000000 Penalty: 6001.208496
	Iteration 9Q: 3 clusters Score -2.259632e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177584 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -22598128.000000 Penalty: 6001.208496
	Iteration 10Q: 3 clusters Score -2.259813e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178614 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -22598834.000000 Penalty: 6001.208496
	Iteration 11Q: 3 clusters Score -2.259883e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178977 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -22599130.000000 Penalty: 6001.208496
	Iteration 12Q: 3 clusters Score -2.259913e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179135 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -22599316.000000 Penalty: 6001.208496
	Iteration 13Q: 3 clusters Score -2.259932e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179203 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -22599406.000000 Penalty: 6001.208496
	Iteration 14Q: 3 clusters Score -2.259941e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179236 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22599448.000000 Penalty: 6001.208496
	Iteration 15Q: 3 clusters Score -2.259945e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179247 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -22599448.000000 Penalty: 6001.208496
	Iteration 16Q: 3 clusters Score -2.259945e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179260 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -22599480.000000 Penalty: 6001.208496
	Iteration 17Q: 3 clusters Score -2.259948e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179267 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -22599492.000000 Penalty: 6001.208496
	Iteration 18Q: 3 clusters Score -2.259949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179273 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -22599506.000000 Penalty: 6001.208496
	Iteration 19Q: 3 clusters Score -2.259951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179277 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -22599490.000000 Penalty: 6001.208496
	Iteration 20F: 3 clusters Score -2.259949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179280 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -22599504.000000 Penalty: 6001.208496
	Iteration 21Q: 3 clusters Score -2.25995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179278 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -22599504.000000 Penalty: 6001.208496
	Iteration 22Q: 3 clusters Score -2.25995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179280 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -22599514.000000 Penalty: 6001.208496
	Iteration 23Q: 3 clusters Score -2.259951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179281 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -22599502.000000 Penalty: 6001.208496
	Iteration 24Q: 3 clusters Score -2.25995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179285 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -22599508.000000 Penalty: 6001.208496
	Iteration 25Q: 3 clusters Score -2.259951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179284 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -22599516.000000 Penalty: 6001.208496
	Iteration 26Q: 3 clusters Score -2.259952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179287 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -22599514.000000 Penalty: 6001.208496
	Iteration 27Q: 3 clusters Score -2.259951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179290 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -22599518.000000 Penalty: 6001.208496
	Iteration 28Q: 3 clusters Score -2.259952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179291 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -22599534.000000 Penalty: 6001.208496
	Iteration 29Q: 3 clusters Score -2.259953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179291 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -22599540.000000 Penalty: 6001.208496
	Iteration 30Q: 3 clusters Score -2.259954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179291 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -22599540.000000 Penalty: 6001.208496
	Iteration 31F: 3 clusters Score -2.259954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (66259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66259 members 
Entering Unmasked Estep 
Score: -8137318.500000 Penalty: 2753.129150
	Iteration 0F: 2 clusters Score -8137318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -8092706.500000 Penalty: 5506.258301
	Iteration 0F: 3 clusters Score -8092706 nChanged 31005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -8110103.500000 Penalty: 5506.258301
	Iteration 1F: 3 clusters Score -8110104 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -8110636.500000 Penalty: 5506.258301
	Iteration 2Q: 3 clusters Score -8110636 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -8111134.500000 Penalty: 5506.258301
	Iteration 3Q: 3 clusters Score -8111134 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -8111559.000000 Penalty: 5506.258301
	Iteration 4Q: 3 clusters Score -8111559 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -8112053.500000 Penalty: 5506.258301
	Iteration 5Q: 3 clusters Score -8112054 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -8112421.500000 Penalty: 5506.258301
	Iteration 6Q: 3 clusters Score -8112422 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -8112867.000000 Penalty: 5506.258301
	Iteration 7Q: 3 clusters Score -8112867 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -8113437.000000 Penalty: 5506.258301
	Iteration 8Q: 3 clusters Score -8113437 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -8114153.000000 Penalty: 5506.258301
	Iteration 9Q: 3 clusters Score -8114153 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -8115319.000000 Penalty: 5506.258301
	Iteration 10Q: 3 clusters Score -8115319 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -8117121.500000 Penalty: 5506.258301
	Iteration 11F: 3 clusters Score -8117122 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -8119644.000000 Penalty: 5506.258301
	Iteration 12F: 3 clusters Score -8119644 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -8123142.500000 Penalty: 5506.258301
	Iteration 13F: 3 clusters Score -8123142 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -8127046.000000 Penalty: 5506.258301
	Iteration 14F: 3 clusters Score -8127046 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -8130505.000000 Penalty: 5506.258301
	Iteration 15F: 3 clusters Score -8130505 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -8132949.000000 Penalty: 5506.258301
	Iteration 16Q: 3 clusters Score -8132949 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8134166.500000 Penalty: 5506.258301
	Iteration 17Q: 3 clusters Score -8134166 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8134679.500000 Penalty: 5506.258301
	Iteration 18Q: 3 clusters Score -8134680 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65786 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8134944.000000 Penalty: 5506.258301
	Iteration 19Q: 3 clusters Score -8134944 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65799 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8135077.000000 Penalty: 5506.258301
	Iteration 20F: 3 clusters Score -8135077 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65792 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8135146.500000 Penalty: 5506.258301
	Iteration 21Q: 3 clusters Score -8135146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65790 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8135199.000000 Penalty: 5506.258301
	Iteration 22Q: 3 clusters Score -8135199 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8135229.500000 Penalty: 5506.258301
	Iteration 23Q: 3 clusters Score -8135230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65758 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8135258.000000 Penalty: 5506.258301
	Iteration 24Q: 3 clusters Score -8135258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65748 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8135285.500000 Penalty: 5506.258301
	Iteration 25Q: 3 clusters Score -8135286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65743 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8135301.000000 Penalty: 5506.258301
	Iteration 26Q: 3 clusters Score -8135301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8135319.500000 Penalty: 5506.258301
	Iteration 27Q: 3 clusters Score -8135320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8135327.000000 Penalty: 5506.258301
	Iteration 28Q: 3 clusters Score -8135327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8135338.500000 Penalty: 5506.258301
	Iteration 29Q: 3 clusters Score -8135338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65724 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8135345.000000 Penalty: 5506.258301
	Iteration 30Q: 3 clusters Score -8135345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65722 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8135344.000000 Penalty: 5506.258301
	Iteration 31Q: 3 clusters Score -8135344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8135346.000000 Penalty: 5506.258301
	Iteration 32Q: 3 clusters Score -8135346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65716 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8135351.000000 Penalty: 5506.258301
	Iteration 33Q: 3 clusters Score -8135351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8135357.500000 Penalty: 5506.258301
	Iteration 34Q: 3 clusters Score -8135358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65708 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8135365.500000 Penalty: 5506.258301
	Iteration 35Q: 3 clusters Score -8135366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65703 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8135367.500000 Penalty: 5506.258301
	Iteration 36Q: 3 clusters Score -8135368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65700 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8135367.000000 Penalty: 5506.258301
	Iteration 37Q: 3 clusters Score -8135367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8135374.000000 Penalty: 5506.258301
	Iteration 38Q: 3 clusters Score -8135374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8135368.500000 Penalty: 5506.258301
	Iteration 39Q: 3 clusters Score -8135368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65691 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8135366.500000 Penalty: 5506.258301
	Iteration 40F: 3 clusters Score -8135366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8135372.500000 Penalty: 5506.258301
	Iteration 41Q: 3 clusters Score -8135372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65686 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8135379.000000 Penalty: 5506.258301
	Iteration 42Q: 3 clusters Score -8135379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65681 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8135378.000000 Penalty: 5506.258301
	Iteration 43Q: 3 clusters Score -8135378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8135386.500000 Penalty: 5506.258301
	Iteration 44Q: 3 clusters Score -8135386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65671 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8135387.000000 Penalty: 5506.258301
	Iteration 45Q: 3 clusters Score -8135387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65671 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8135387.000000 Penalty: 5506.258301
	Iteration 46F: 3 clusters Score -8135387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -49891.613281 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -49891.61 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 232 members 
Entering Unmasked Estep 
Score: -48474.722656 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -48474.72 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48611.582031 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -48611.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -48664.226562 Penalty: 3022.410645
	Iteration 2Q: 3 clusters Score -48664.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -48683.875000 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -48683.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -48695.808594 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -48695.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48702.218750 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -48702.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -48711.781250 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -48711.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -48739.210938 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -48739.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -48768.542969 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -48768.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48792.707031 Penalty: 3022.410645
	Iteration 9Q: 3 clusters Score -48792.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48806.121094 Penalty: 3022.410645
	Iteration 10Q: 3 clusters Score -48806.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48814.101562 Penalty: 3022.410645
	Iteration 11Q: 3 clusters Score -48814.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48818.644531 Penalty: 3022.410645
	Iteration 12Q: 3 clusters Score -48818.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48818.644531 Penalty: 3022.410645
	Iteration 13F: 3 clusters Score -48818.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2689 members 
Mstep: Class 4 contains 12192 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 175154 members 
Mstep: Class 9 contains 116150 members 
Mstep: Class 10 contains 128904 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181873 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 48997 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7270 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179730 members 
Mstep: Class 20 contains 66259 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274536.000000 Penalty: 71765.531250
Iteration 319Q: 22 clusters Score -1.192745e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2682 members 
Mstep: Class 4 contains 12188 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 175070 members 
Mstep: Class 9 contains 116200 members 
Mstep: Class 10 contains 128902 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181828 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 49018 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7264 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179845 members 
Mstep: Class 20 contains 66220 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274440.000000 Penalty: 71765.531250
Iteration 320F: 22 clusters Score -1.192744e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 12189 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 174986 members 
Mstep: Class 9 contains 116227 members 
Mstep: Class 10 contains 128896 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181848 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 49047 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7260 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179903 members 
Mstep: Class 20 contains 66181 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274120.000000 Penalty: 71765.531250
Iteration 321Q: 22 clusters Score -1.192741e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2669 members 
Mstep: Class 4 contains 12189 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 174919 members 
Mstep: Class 9 contains 116266 members 
Mstep: Class 10 contains 128873 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181854 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 49072 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7255 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 179971 members 
Mstep: Class 20 contains 66144 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274168.000000 Penalty: 71765.531250
Iteration 322Q: 22 clusters Score -1.192742e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2671 members 
Mstep: Class 4 contains 12187 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 174859 members 
Mstep: Class 9 contains 116296 members 
Mstep: Class 10 contains 128868 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181828 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 49080 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7251 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 180060 members 
Mstep: Class 20 contains 66096 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274256.000000 Penalty: 71765.531250
Iteration 323Q: 22 clusters Score -1.192743e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2666 members 
Mstep: Class 4 contains 12187 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 174818 members 
Mstep: Class 9 contains 116335 members 
Mstep: Class 10 contains 128831 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181812 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 49098 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7249 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 180138 members 
Mstep: Class 20 contains 66058 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274296.000000 Penalty: 71765.531250
Iteration 324Q: 22 clusters Score -1.192743e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2660 members 
Mstep: Class 4 contains 12188 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 174783 members 
Mstep: Class 9 contains 116406 members 
Mstep: Class 10 contains 128800 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181734 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 49118 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7244 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 180227 members 
Mstep: Class 20 contains 66033 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274320.000000 Penalty: 71765.531250
Iteration 325Q: 22 clusters Score -1.192743e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2657 members 
Mstep: Class 4 contains 12187 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 174741 members 
Mstep: Class 9 contains 116459 members 
Mstep: Class 10 contains 128789 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181636 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 49154 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7236 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 180297 members 
Mstep: Class 20 contains 66031 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274496.000000 Penalty: 71765.531250
Iteration 326Q: 22 clusters Score -1.192745e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2656 members 
Mstep: Class 4 contains 12185 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 174707 members 
Mstep: Class 9 contains 116493 members 
Mstep: Class 10 contains 128788 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181565 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 49179 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7228 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 180373 members 
Mstep: Class 20 contains 66017 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274592.000000 Penalty: 71765.531250
Iteration 327Q: 22 clusters Score -1.192746e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2654 members 
Mstep: Class 4 contains 12185 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 174671 members 
Mstep: Class 9 contains 116535 members 
Mstep: Class 10 contains 128753 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181520 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 49203 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7223 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 180464 members 
Mstep: Class 20 contains 65979 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274664.000000 Penalty: 71765.531250
Iteration 328Q: 22 clusters Score -1.192747e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2654 members 
Mstep: Class 4 contains 12185 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 174605 members 
Mstep: Class 9 contains 116562 members 
Mstep: Class 10 contains 128736 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181478 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49220 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7219 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 180586 members 
Mstep: Class 20 contains 65941 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274672.000000 Penalty: 71765.531250
Iteration 329Q: 22 clusters Score -1.192747e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2658 members 
Mstep: Class 4 contains 12184 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 174536 members 
Mstep: Class 9 contains 116579 members 
Mstep: Class 10 contains 128722 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181425 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49227 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7216 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 180729 members 
Mstep: Class 20 contains 65906 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274600.000000 Penalty: 71765.531250
Iteration 330Q: 22 clusters Score -1.192746e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2660 members 
Mstep: Class 4 contains 12186 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 174460 members 
Mstep: Class 9 contains 116614 members 
Mstep: Class 10 contains 128763 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181328 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49236 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 180826 members 
Mstep: Class 20 contains 65891 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274840.000000 Penalty: 71765.531250
Iteration 331Q: 22 clusters Score -1.192748e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2661 members 
Mstep: Class 4 contains 12184 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 174374 members 
Mstep: Class 9 contains 116670 members 
Mstep: Class 10 contains 128799 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181266 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49255 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7204 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 180884 members 
Mstep: Class 20 contains 65868 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274792.000000 Penalty: 71765.531250
Iteration 332Q: 22 clusters Score -1.192748e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2662 members 
Mstep: Class 4 contains 12189 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 174282 members 
Mstep: Class 9 contains 116706 members 
Mstep: Class 10 contains 128841 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181210 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49263 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7198 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 180974 members 
Mstep: Class 20 contains 65836 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119274880.000000 Penalty: 71765.531250
Iteration 333Q: 22 clusters Score -1.192749e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2659 members 
Mstep: Class 4 contains 12185 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 174207 members 
Mstep: Class 9 contains 116727 members 
Mstep: Class 10 contains 128875 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181170 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49277 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7194 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 181036 members 
Mstep: Class 20 contains 65812 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275016.000000 Penalty: 71765.531250
Iteration 334Q: 22 clusters Score -1.19275e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2661 members 
Mstep: Class 4 contains 12184 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 174129 members 
Mstep: Class 9 contains 116745 members 
Mstep: Class 10 contains 128909 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181116 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49310 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7186 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 181103 members 
Mstep: Class 20 contains 65787 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275184.000000 Penalty: 71765.531250
Iteration 335Q: 22 clusters Score -1.192752e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2663 members 
Mstep: Class 4 contains 12181 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 174019 members 
Mstep: Class 9 contains 116745 members 
Mstep: Class 10 contains 128952 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181108 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49339 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7181 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 181160 members 
Mstep: Class 20 contains 65751 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275192.000000 Penalty: 71765.531250
Iteration 336Q: 22 clusters Score -1.192752e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2658 members 
Mstep: Class 4 contains 12179 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 173904 members 
Mstep: Class 9 contains 116755 members 
Mstep: Class 10 contains 128985 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181081 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49354 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7174 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 181286 members 
Mstep: Class 20 contains 65706 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275160.000000 Penalty: 71765.531250
Iteration 337Q: 22 clusters Score -1.192752e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2656 members 
Mstep: Class 4 contains 12176 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 173828 members 
Mstep: Class 9 contains 116778 members 
Mstep: Class 10 contains 128998 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 181003 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49375 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7170 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 181428 members 
Mstep: Class 20 contains 65665 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275288.000000 Penalty: 71765.531250
Iteration 338Q: 22 clusters Score -1.192753e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2657 members 
Mstep: Class 4 contains 12176 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 173756 members 
Mstep: Class 9 contains 116799 members 
Mstep: Class 10 contains 129004 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 180981 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49391 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7164 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 181533 members 
Mstep: Class 20 contains 65617 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275472.000000 Penalty: 71765.531250
Iteration 339Q: 22 clusters Score -1.192755e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2657 members 
Mstep: Class 4 contains 12175 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 173697 members 
Mstep: Class 9 contains 116798 members 
Mstep: Class 10 contains 129021 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 180981 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49407 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7159 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 181617 members 
Mstep: Class 20 contains 65563 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275696.000000 Penalty: 71765.531250
Iteration 340F: 22 clusters Score -1.192757e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2655 members 
Mstep: Class 4 contains 12174 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 173647 members 
Mstep: Class 9 contains 116798 members 
Mstep: Class 10 contains 129062 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 180920 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49426 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7156 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 181714 members 
Mstep: Class 20 contains 65532 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275408.000000 Penalty: 71765.531250
Iteration 341Q: 22 clusters Score -1.192754e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2654 members 
Mstep: Class 4 contains 12175 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 173572 members 
Mstep: Class 9 contains 116818 members 
Mstep: Class 10 contains 129091 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 180889 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49441 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7150 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 181808 members 
Mstep: Class 20 contains 65488 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275584.000000 Penalty: 71765.531250
Iteration 342Q: 22 clusters Score -1.192756e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2653 members 
Mstep: Class 4 contains 12175 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 173482 members 
Mstep: Class 9 contains 116812 members 
Mstep: Class 10 contains 129095 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 180884 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49452 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 181935 members 
Mstep: Class 20 contains 65447 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275584.000000 Penalty: 71765.531250
Iteration 343Q: 22 clusters Score -1.192756e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2657 members 
Mstep: Class 4 contains 12175 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 173374 members 
Mstep: Class 9 contains 116817 members 
Mstep: Class 10 contains 129134 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 180864 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49466 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7140 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 182055 members 
Mstep: Class 20 contains 65394 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275408.000000 Penalty: 71765.531250
Iteration 344Q: 22 clusters Score -1.192754e+08 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2657 members 
Mstep: Class 4 contains 12172 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 173275 members 
Mstep: Class 9 contains 116836 members 
Mstep: Class 10 contains 129154 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 180851 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49469 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 182151 members 
Mstep: Class 20 contains 65376 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275392.000000 Penalty: 71765.531250
Iteration 345Q: 22 clusters Score -1.192754e+08 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2658 members 
Mstep: Class 4 contains 12170 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 173224 members 
Mstep: Class 9 contains 116871 members 
Mstep: Class 10 contains 129155 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 180790 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49477 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7120 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 182249 members 
Mstep: Class 20 contains 65352 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275528.000000 Penalty: 71765.531250
Iteration 346Q: 22 clusters Score -1.192755e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2661 members 
Mstep: Class 4 contains 12169 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 730 members 
Mstep: Class 8 contains 173157 members 
Mstep: Class 9 contains 116909 members 
Mstep: Class 10 contains 129179 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 180708 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49489 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7109 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 182377 members 
Mstep: Class 20 contains 65302 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275696.000000 Penalty: 71765.531250
Iteration 347Q: 22 clusters Score -1.192757e+08 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2661 members 
Mstep: Class 4 contains 12173 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 173092 members 
Mstep: Class 9 contains 116953 members 
Mstep: Class 10 contains 129175 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 180575 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 49502 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7095 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 182565 members 
Mstep: Class 20 contains 65265 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275712.000000 Penalty: 71765.531250
Iteration 348Q: 22 clusters Score -1.192757e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2658 members 
Mstep: Class 4 contains 12172 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 173061 members 
Mstep: Class 9 contains 116994 members 
Mstep: Class 10 contains 129144 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 180470 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49517 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7083 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 182749 members 
Mstep: Class 20 contains 65205 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275888.000000 Penalty: 71765.531250
Iteration 349Q: 22 clusters Score -1.192759e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2655 members 
Mstep: Class 4 contains 12170 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 731 members 
Mstep: Class 8 contains 173062 members 
Mstep: Class 9 contains 117039 members 
Mstep: Class 10 contains 129107 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 180392 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49529 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7079 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 182879 members 
Mstep: Class 20 contains 65133 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276000.000000 Penalty: 71765.531250
Iteration 350Q: 22 clusters Score -1.19276e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2656 members 
Mstep: Class 4 contains 12168 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 730 members 
Mstep: Class 8 contains 173043 members 
Mstep: Class 9 contains 117084 members 
Mstep: Class 10 contains 129081 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 180297 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49540 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7072 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 183023 members 
Mstep: Class 20 contains 65073 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275792.000000 Penalty: 71765.531250
Iteration 351Q: 22 clusters Score -1.192758e+08 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2660 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 173024 members 
Mstep: Class 9 contains 117148 members 
Mstep: Class 10 contains 129041 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 180230 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49550 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7066 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 183164 members 
Mstep: Class 20 contains 64999 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276056.000000 Penalty: 71765.531250
Iteration 352Q: 22 clusters Score -1.192761e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2660 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 172995 members 
Mstep: Class 9 contains 117197 members 
Mstep: Class 10 contains 129008 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 180170 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49555 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7059 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 183317 members 
Mstep: Class 20 contains 64932 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276144.000000 Penalty: 71765.531250
Iteration 353Q: 22 clusters Score -1.192761e+08 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2657 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 727 members 
Mstep: Class 8 contains 172987 members 
Mstep: Class 9 contains 117219 members 
Mstep: Class 10 contains 128973 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 180088 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49576 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7054 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 183499 members 
Mstep: Class 20 contains 64850 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276288.000000 Penalty: 71765.531250
Iteration 354Q: 22 clusters Score -1.192763e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2658 members 
Mstep: Class 4 contains 12169 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 727 members 
Mstep: Class 8 contains 172991 members 
Mstep: Class 9 contains 117236 members 
Mstep: Class 10 contains 128915 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 180017 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49595 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7049 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 183669 members 
Mstep: Class 20 contains 64775 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276344.000000 Penalty: 71765.531250
Iteration 355Q: 22 clusters Score -1.192763e+08 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2662 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 727 members 
Mstep: Class 8 contains 173006 members 
Mstep: Class 9 contains 117268 members 
Mstep: Class 10 contains 128889 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 179863 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49629 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7043 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 183853 members 
Mstep: Class 20 contains 64687 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276064.000000 Penalty: 71765.531250
Iteration 356Q: 22 clusters Score -1.192761e+08 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2665 members 
Mstep: Class 4 contains 12166 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 727 members 
Mstep: Class 8 contains 173040 members 
Mstep: Class 9 contains 117301 members 
Mstep: Class 10 contains 128863 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 179716 members 
Mstep: Class 14 contains 1456 members 
Mstep: Class 15 contains 49656 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7040 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 184026 members 
Mstep: Class 20 contains 64581 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275784.000000 Penalty: 71765.531250
Iteration 357Q: 22 clusters Score -1.192758e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2668 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 727 members 
Mstep: Class 8 contains 173057 members 
Mstep: Class 9 contains 117340 members 
Mstep: Class 10 contains 128843 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 179587 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 49685 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7037 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 184162 members 
Mstep: Class 20 contains 64506 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275944.000000 Penalty: 71765.531250
Iteration 358Q: 22 clusters Score -1.192759e+08 nChanged 1666
Entering ConstructFrom: 
Score: -119275944.000000 Penalty: 71765.531250
Entering ConstructFrom: 
Trying to split cluster 1 (36754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Entering Unmasked Estep 
Score: -4688268.500000 Penalty: 2606.976562
	Iteration 0F: 2 clusters Score -4688268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -4663314.000000 Penalty: 5213.953125
	Iteration 0F: 3 clusters Score -4663314 nChanged 16671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -4672186.000000 Penalty: 5213.953125
	Iteration 1F: 3 clusters Score -4672186 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -4672598.500000 Penalty: 5213.953125
	Iteration 2Q: 3 clusters Score -4672598 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -4673084.500000 Penalty: 5213.953125
	Iteration 3Q: 3 clusters Score -4673084 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -4673651.000000 Penalty: 5213.953125
	Iteration 4Q: 3 clusters Score -4673651 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -4674473.500000 Penalty: 5213.953125
	Iteration 5Q: 3 clusters Score -4674474 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -4675789.000000 Penalty: 5213.953125
	Iteration 6F: 3 clusters Score -4675789 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -4677753.000000 Penalty: 5213.953125
	Iteration 7F: 3 clusters Score -4677753 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -4680254.000000 Penalty: 5213.953125
	Iteration 8F: 3 clusters Score -4680254 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -4682608.500000 Penalty: 5213.953125
	Iteration 9F: 3 clusters Score -4682608 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -4684222.000000 Penalty: 5213.953125
	Iteration 10Q: 3 clusters Score -4684222 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4685188.500000 Penalty: 5213.953125
	Iteration 11Q: 3 clusters Score -4685188 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4685707.000000 Penalty: 5213.953125
	Iteration 12Q: 3 clusters Score -4685707 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4685948.500000 Penalty: 5213.953125
	Iteration 13Q: 3 clusters Score -4685948 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4686069.000000 Penalty: 5213.953125
	Iteration 14Q: 3 clusters Score -4686069 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4686139.500000 Penalty: 5213.953125
	Iteration 15Q: 3 clusters Score -4686140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4686180.500000 Penalty: 5213.953125
	Iteration 16Q: 3 clusters Score -4686180 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4686219.500000 Penalty: 5213.953125
	Iteration 17Q: 3 clusters Score -4686220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4686226.500000 Penalty: 5213.953125
	Iteration 18Q: 3 clusters Score -4686226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4686241.000000 Penalty: 5213.953125
	Iteration 19Q: 3 clusters Score -4686241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4686247.500000 Penalty: 5213.953125
	Iteration 20F: 3 clusters Score -4686248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4686251.000000 Penalty: 5213.953125
	Iteration 21Q: 3 clusters Score -4686251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4686251.000000 Penalty: 5213.953125
	Iteration 22Q: 3 clusters Score -4686251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4686261.000000 Penalty: 5213.953125
	Iteration 23Q: 3 clusters Score -4686261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4686263.500000 Penalty: 5213.953125
	Iteration 24Q: 3 clusters Score -4686264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4686269.000000 Penalty: 5213.953125
	Iteration 25Q: 3 clusters Score -4686269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4686272.000000 Penalty: 5213.953125
	Iteration 26Q: 3 clusters Score -4686272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4686277.000000 Penalty: 5213.953125
	Iteration 27Q: 3 clusters Score -4686277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4686277.500000 Penalty: 5213.953125
	Iteration 28Q: 3 clusters Score -4686278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4686277.500000 Penalty: 5213.953125
	Iteration 29Q: 3 clusters Score -4686278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4686275.500000 Penalty: 5213.953125
	Iteration 30Q: 3 clusters Score -4686276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4686277.000000 Penalty: 5213.953125
	Iteration 31Q: 3 clusters Score -4686277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4686278.500000 Penalty: 5213.953125
	Iteration 32Q: 3 clusters Score -4686278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4686279.000000 Penalty: 5213.953125
	Iteration 33Q: 3 clusters Score -4686279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4686279.000000 Penalty: 5213.953125
	Iteration 34F: 3 clusters Score -4686279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -57991.335938 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -57991.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -56437.277344 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -56437.28 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -56732.878906 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -56732.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56895.097656 Penalty: 3141.306641
	Iteration 2F: 3 clusters Score -56895.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -57124.308594 Penalty: 3141.306641
	Iteration 3F: 3 clusters Score -57124.31 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -57409.054688 Penalty: 3141.306641
	Iteration 4F: 3 clusters Score -57409.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -57611.960938 Penalty: 3141.306641
	Iteration 5F: 3 clusters Score -57611.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -57779.000000 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -57779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -57916.457031 Penalty: 3141.306641
	Iteration 7Q: 3 clusters Score -57916.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -58044.578125 Penalty: 3141.306641
	Iteration 8Q: 3 clusters Score -58044.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -58144.183594 Penalty: 3141.306641
	Iteration 9Q: 3 clusters Score -58144.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -58221.785156 Penalty: 3141.306641
	Iteration 10Q: 3 clusters Score -58221.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -58411.519531 Penalty: 3141.306641
	Iteration 11Q: 3 clusters Score -58411.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -58497.199219 Penalty: 3141.306641
	Iteration 12Q: 3 clusters Score -58497.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -58506.148438 Penalty: 3141.306641
	Iteration 13Q: 3 clusters Score -58506.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -58517.019531 Penalty: 3141.306641
	Iteration 14Q: 3 clusters Score -58517.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -58529.132812 Penalty: 3141.306641
	Iteration 15Q: 3 clusters Score -58529.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -58536.996094 Penalty: 3141.306641
	Iteration 16Q: 3 clusters Score -58537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -58536.996094 Penalty: 3141.306641
	Iteration 17F: 3 clusters Score -58537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 2666 members 
Mstep: Class 4 contains 12165 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 726 members 
Mstep: Class 8 contains 173072 members 
Mstep: Class 9 contains 117404 members 
Mstep: Class 10 contains 128808 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 179466 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 49713 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7033 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 184308 members 
Mstep: Class 20 contains 64429 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 390 members 
Entering Unmasked Estep 
Score: -119274672.000000 Penalty: 75182.937500
Splitting cluster 2 changes total score from -119275944.000000 to -119274672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Entering Unmasked Estep 
Score: -335928.187500 Penalty: 1956.306885
	Iteration 0F: 2 clusters Score -335928.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -332870.781250 Penalty: 3912.613770
	Iteration 0F: 3 clusters Score -332870.8 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -333476.125000 Penalty: 3912.613770
	Iteration 1F: 3 clusters Score -333476.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -333592.593750 Penalty: 3912.613770
	Iteration 2F: 3 clusters Score -333592.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -333676.562500 Penalty: 3912.613770
	Iteration 3Q: 3 clusters Score -333676.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -333725.125000 Penalty: 3912.613770
	Iteration 4Q: 3 clusters Score -333725.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -333755.187500 Penalty: 3912.613770
	Iteration 5Q: 3 clusters Score -333755.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -333768.718750 Penalty: 3912.613770
	Iteration 6Q: 3 clusters Score -333768.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -333780.656250 Penalty: 3912.613770
	Iteration 7Q: 3 clusters Score -333780.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -333793.343750 Penalty: 3912.613770
	Iteration 8Q: 3 clusters Score -333793.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -333799.312500 Penalty: 3912.613770
	Iteration 9Q: 3 clusters Score -333799.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -333805.375000 Penalty: 3912.613770
	Iteration 10Q: 3 clusters Score -333805.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -333810.062500 Penalty: 3912.613770
	Iteration 11Q: 3 clusters Score -333810.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -333813.281250 Penalty: 3912.613770
	Iteration 12Q: 3 clusters Score -333813.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -333817.656250 Penalty: 3912.613770
	Iteration 13Q: 3 clusters Score -333817.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -333820.468750 Penalty: 3912.613770
	Iteration 14Q: 3 clusters Score -333820.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -333822.750000 Penalty: 3912.613770
	Iteration 15Q: 3 clusters Score -333822.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -333824.187500 Penalty: 3912.613770
	Iteration 16Q: 3 clusters Score -333824.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -333825.812500 Penalty: 3912.613770
	Iteration 17Q: 3 clusters Score -333825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -333826.218750 Penalty: 3912.613770
	Iteration 18Q: 3 clusters Score -333826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -333826.562500 Penalty: 3912.613770
	Iteration 19Q: 3 clusters Score -333826.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -333826.562500 Penalty: 3912.613770
	Iteration 20F: 3 clusters Score -333826.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Entering Unmasked Estep 
Score: -1457081.750000 Penalty: 2332.767090
	Iteration 0F: 2 clusters Score -1457082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1447966.750000 Penalty: 4665.534180
	Iteration 0F: 3 clusters Score -1447967 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1450724.500000 Penalty: 4665.534180
	Iteration 1F: 3 clusters Score -1450724 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1451104.375000 Penalty: 4665.534180
	Iteration 2F: 3 clusters Score -1451104 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1451377.750000 Penalty: 4665.534180
	Iteration 3F: 3 clusters Score -1451378 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1451635.125000 Penalty: 4665.534180
	Iteration 4Q: 3 clusters Score -1451635 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1451892.875000 Penalty: 4665.534180
	Iteration 5Q: 3 clusters Score -1451893 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1452197.125000 Penalty: 4665.534180
	Iteration 6Q: 3 clusters Score -1452197 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1452571.500000 Penalty: 4665.534180
	Iteration 7Q: 3 clusters Score -1452572 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1452990.875000 Penalty: 4665.534180
	Iteration 8Q: 3 clusters Score -1452991 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1453481.000000 Penalty: 4665.534180
	Iteration 9Q: 3 clusters Score -1453481 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1453959.375000 Penalty: 4665.534180
	Iteration 10Q: 3 clusters Score -1453959 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1454446.125000 Penalty: 4665.534180
	Iteration 11Q: 3 clusters Score -1454446 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1454853.125000 Penalty: 4665.534180
	Iteration 12Q: 3 clusters Score -1454853 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1455126.250000 Penalty: 4665.534180
	Iteration 13Q: 3 clusters Score -1455126 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1455284.000000 Penalty: 4665.534180
	Iteration 14Q: 3 clusters Score -1455284 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1455371.500000 Penalty: 4665.534180
	Iteration 15Q: 3 clusters Score -1455372 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1455410.000000 Penalty: 4665.534180
	Iteration 16Q: 3 clusters Score -1455410 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1455436.500000 Penalty: 4665.534180
	Iteration 17Q: 3 clusters Score -1455436 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1455460.875000 Penalty: 4665.534180
	Iteration 18Q: 3 clusters Score -1455461 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1455469.250000 Penalty: 4665.534180
	Iteration 19Q: 3 clusters Score -1455469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1455478.125000 Penalty: 4665.534180
	Iteration 20F: 3 clusters Score -1455478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1455486.500000 Penalty: 4665.534180
	Iteration 21Q: 3 clusters Score -1455486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1455493.625000 Penalty: 4665.534180
	Iteration 22Q: 3 clusters Score -1455494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1455500.500000 Penalty: 4665.534180
	Iteration 23Q: 3 clusters Score -1455500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1455505.750000 Penalty: 4665.534180
	Iteration 24Q: 3 clusters Score -1455506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1455509.625000 Penalty: 4665.534180
	Iteration 25Q: 3 clusters Score -1455510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1455510.250000 Penalty: 4665.534180
	Iteration 26Q: 3 clusters Score -1455510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1455512.250000 Penalty: 4665.534180
	Iteration 27Q: 3 clusters Score -1455512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1455513.250000 Penalty: 4665.534180
	Iteration 28Q: 3 clusters Score -1455513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1455514.500000 Penalty: 4665.534180
	Iteration 29Q: 3 clusters Score -1455514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1455514.375000 Penalty: 4665.534180
	Iteration 30Q: 3 clusters Score -1455514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1455515.000000 Penalty: 4665.534180
	Iteration 31Q: 3 clusters Score -1455515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1455515.000000 Penalty: 4665.534180
	Iteration 32F: 3 clusters Score -1455515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -59266.429688 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -59266.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -57738.527344 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -57738.53 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58157.832031 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -58157.83 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -58481.167969 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -58481.17 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -58597.617188 Penalty: 3176.172607
	Iteration 3F: 3 clusters Score -58597.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -58699.257812 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -58699.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -58756.796875 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -58756.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -58777.042969 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -58777.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -58791.207031 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -58791.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -58813.363281 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -58813.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -58832.957031 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -58832.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -58844.171875 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -58844.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -58852.019531 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -58852.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -58852.019531 Penalty: 3176.172607
	Iteration 12F: 3 clusters Score -58852.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -61719.035156 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -61719.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60133.574219 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -60133.57 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61040.960938 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -61040.96 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61861.394531 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -61861.39 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -62574.761719 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -62574.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -62719.683594 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -62719.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -62780.664062 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -62780.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62950.476562 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -62950.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62991.781250 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -62991.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62991.781250 Penalty: 3232.031738
	Iteration 8F: 3 clusters Score -62991.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2666 members 
Mstep: Class 4 contains 12165 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 365 members 
Mstep: Class 7 contains 726 members 
Mstep: Class 8 contains 173072 members 
Mstep: Class 9 contains 117404 members 
Mstep: Class 10 contains 128808 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 179466 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 49713 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7033 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 184308 members 
Mstep: Class 20 contains 64429 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 311 members 
Entering Unmasked Estep 
Score: -119275432.000000 Penalty: 75182.937500
Splitting cluster 6 changes total score from -119275944.000000 to -119275432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -78279.921875 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -78279.92 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 375 members 
Entering Unmasked Estep 
Score: -76583.507812 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -76583.51 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -76861.703125 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -76861.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -76971.390625 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -76971.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -77068.593750 Penalty: 3267.424805
	Iteration 3Q: 3 clusters Score -77068.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -77166.515625 Penalty: 3267.424805
	Iteration 4Q: 3 clusters Score -77166.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -77237.710938 Penalty: 3267.424805
	Iteration 5Q: 3 clusters Score -77237.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -77268.406250 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -77268.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -77294.031250 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -77294.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -77326.000000 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -77326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -77348.921875 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -77348.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -77359.406250 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -77359.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -77369.054688 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -77369.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -77377.015625 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -77377.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -77384.148438 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -77384.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -77392.289062 Penalty: 3267.424805
	Iteration 14Q: 3 clusters Score -77392.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -77394.203125 Penalty: 3267.424805
	Iteration 15Q: 3 clusters Score -77394.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -77395.296875 Penalty: 3267.424805
	Iteration 16Q: 3 clusters Score -77395.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -77397.585938 Penalty: 3267.424805
	Iteration 17Q: 3 clusters Score -77397.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -77397.585938 Penalty: 3267.424805
	Iteration 18F: 3 clusters Score -77397.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (173072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173072 members 
Entering Unmasked Estep 
Score: -21826926.000000 Penalty: 2991.242920
	Iteration 0F: 2 clusters Score -2.182693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Mstep: Class 2 contains 86830 members 
Entering Unmasked Estep 
Score: -21712174.000000 Penalty: 5982.485840
	Iteration 0F: 3 clusters Score -2.171217e+07 nChanged 82873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 90737 members 
Entering Unmasked Estep 
Score: -21760484.000000 Penalty: 5982.485840
	Iteration 1F: 3 clusters Score -2.176048e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79661 members 
Mstep: Class 2 contains 93411 members 
Entering Unmasked Estep 
Score: -21761482.000000 Penalty: 5982.485840
	Iteration 2Q: 3 clusters Score -2.176148e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75479 members 
Mstep: Class 2 contains 97593 members 
Entering Unmasked Estep 
Score: -21763396.000000 Penalty: 5982.485840
	Iteration 3Q: 3 clusters Score -2.17634e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69294 members 
Mstep: Class 2 contains 103778 members 
Entering Unmasked Estep 
Score: -21766406.000000 Penalty: 5982.485840
	Iteration 4Q: 3 clusters Score -2.176641e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60342 members 
Mstep: Class 2 contains 112730 members 
Entering Unmasked Estep 
Score: -21771758.000000 Penalty: 5982.485840
	Iteration 5F: 3 clusters Score -2.177176e+07 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 124832 members 
Entering Unmasked Estep 
Score: -21781146.000000 Penalty: 5982.485840
	Iteration 6F: 3 clusters Score -2.178115e+07 nChanged 14833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 139597 members 
Entering Unmasked Estep 
Score: -21794488.000000 Penalty: 5982.485840
	Iteration 7F: 3 clusters Score -2.179449e+07 nChanged 14255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 153800 members 
Entering Unmasked Estep 
Score: -21808104.000000 Penalty: 5982.485840
	Iteration 8F: 3 clusters Score -2.18081e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 163721 members 
Entering Unmasked Estep 
Score: -21817350.000000 Penalty: 5982.485840
	Iteration 9F: 3 clusters Score -2.181735e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 168791 members 
Entering Unmasked Estep 
Score: -21821600.000000 Penalty: 5982.485840
	Iteration 10Q: 3 clusters Score -2.18216e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 170907 members 
Entering Unmasked Estep 
Score: -21823236.000000 Penalty: 5982.485840
	Iteration 11Q: 3 clusters Score -2.182324e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 171719 members 
Entering Unmasked Estep 
Score: -21823872.000000 Penalty: 5982.485840
	Iteration 12Q: 3 clusters Score -2.182387e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 172051 members 
Entering Unmasked Estep 
Score: -21824182.000000 Penalty: 5982.485840
	Iteration 13Q: 3 clusters Score -2.182418e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 172207 members 
Entering Unmasked Estep 
Score: -21824330.000000 Penalty: 5982.485840
	Iteration 14Q: 3 clusters Score -2.182433e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 172287 members 
Entering Unmasked Estep 
Score: -21824386.000000 Penalty: 5982.485840
	Iteration 15Q: 3 clusters Score -2.182439e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 172337 members 
Entering Unmasked Estep 
Score: -21824426.000000 Penalty: 5982.485840
	Iteration 16Q: 3 clusters Score -2.182443e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 172372 members 
Entering Unmasked Estep 
Score: -21824460.000000 Penalty: 5982.485840
	Iteration 17Q: 3 clusters Score -2.182446e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 172398 members 
Entering Unmasked Estep 
Score: -21824492.000000 Penalty: 5982.485840
	Iteration 18Q: 3 clusters Score -2.182449e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 172424 members 
Entering Unmasked Estep 
Score: -21824488.000000 Penalty: 5982.485840
	Iteration 19Q: 3 clusters Score -2.182449e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 172428 members 
Entering Unmasked Estep 
Score: -21824506.000000 Penalty: 5982.485840
	Iteration 20F: 3 clusters Score -2.182451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 172432 members 
Entering Unmasked Estep 
Score: -21824514.000000 Penalty: 5982.485840
	Iteration 21Q: 3 clusters Score -2.182451e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 172436 members 
Entering Unmasked Estep 
Score: -21824526.000000 Penalty: 5982.485840
	Iteration 22Q: 3 clusters Score -2.182453e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 172441 members 
Entering Unmasked Estep 
Score: -21824528.000000 Penalty: 5982.485840
	Iteration 23Q: 3 clusters Score -2.182453e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 172440 members 
Entering Unmasked Estep 
Score: -21824548.000000 Penalty: 5982.485840
	Iteration 24Q: 3 clusters Score -2.182455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 172443 members 
Entering Unmasked Estep 
Score: -21824536.000000 Penalty: 5982.485840
	Iteration 25Q: 3 clusters Score -2.182454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 172442 members 
Entering Unmasked Estep 
Score: -21824526.000000 Penalty: 5982.485840
	Iteration 26Q: 3 clusters Score -2.182453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 172446 members 
Entering Unmasked Estep 
Score: -21824536.000000 Penalty: 5982.485840
	Iteration 27Q: 3 clusters Score -2.182454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 172452 members 
Entering Unmasked Estep 
Score: -21824542.000000 Penalty: 5982.485840
	Iteration 28Q: 3 clusters Score -2.182454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 172453 members 
Entering Unmasked Estep 
Score: -21824552.000000 Penalty: 5982.485840
	Iteration 29Q: 3 clusters Score -2.182455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 172456 members 
Entering Unmasked Estep 
Score: -21824532.000000 Penalty: 5982.485840
	Iteration 30Q: 3 clusters Score -2.182453e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 172458 members 
Entering Unmasked Estep 
Score: -21824574.000000 Penalty: 5982.485840
	Iteration 31Q: 3 clusters Score -2.182457e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 172452 members 
Entering Unmasked Estep 
Score: -21824606.000000 Penalty: 5982.485840
	Iteration 32Q: 3 clusters Score -2.182461e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 172449 members 
Entering Unmasked Estep 
Score: -21824628.000000 Penalty: 5982.485840
	Iteration 33Q: 3 clusters Score -2.182463e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 172453 members 
Entering Unmasked Estep 
Score: -21824630.000000 Penalty: 5982.485840
	Iteration 34Q: 3 clusters Score -2.182463e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 172457 members 
Entering Unmasked Estep 
Score: -21824642.000000 Penalty: 5982.485840
	Iteration 35Q: 3 clusters Score -2.182464e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 172461 members 
Entering Unmasked Estep 
Score: -21824674.000000 Penalty: 5982.485840
	Iteration 36Q: 3 clusters Score -2.182467e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 172454 members 
Entering Unmasked Estep 
Score: -21824720.000000 Penalty: 5982.485840
	Iteration 37Q: 3 clusters Score -2.182472e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 172450 members 
Entering Unmasked Estep 
Score: -21824760.000000 Penalty: 5982.485840
	Iteration 38Q: 3 clusters Score -2.182476e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 172445 members 
Entering Unmasked Estep 
Score: -21824788.000000 Penalty: 5982.485840
	Iteration 39Q: 3 clusters Score -2.182479e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 172431 members 
Entering Unmasked Estep 
Score: -21824812.000000 Penalty: 5982.485840
	Iteration 40F: 3 clusters Score -2.182481e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 172424 members 
Entering Unmasked Estep 
Score: -21824834.000000 Penalty: 5982.485840
	Iteration 41Q: 3 clusters Score -2.182483e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 172423 members 
Entering Unmasked Estep 
Score: -21824850.000000 Penalty: 5982.485840
	Iteration 42Q: 3 clusters Score -2.182485e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 172417 members 
Entering Unmasked Estep 
Score: -21824892.000000 Penalty: 5982.485840
	Iteration 43Q: 3 clusters Score -2.182489e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 172406 members 
Entering Unmasked Estep 
Score: -21824916.000000 Penalty: 5982.485840
	Iteration 44Q: 3 clusters Score -2.182492e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 172393 members 
Entering Unmasked Estep 
Score: -21824948.000000 Penalty: 5982.485840
	Iteration 45Q: 3 clusters Score -2.182495e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 172383 members 
Entering Unmasked Estep 
Score: -21824992.000000 Penalty: 5982.485840
	Iteration 46Q: 3 clusters Score -2.182499e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 172375 members 
Entering Unmasked Estep 
Score: -21825014.000000 Penalty: 5982.485840
	Iteration 47Q: 3 clusters Score -2.182501e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 172373 members 
Entering Unmasked Estep 
Score: -21825034.000000 Penalty: 5982.485840
	Iteration 48Q: 3 clusters Score -2.182503e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 172367 members 
Entering Unmasked Estep 
Score: -21825032.000000 Penalty: 5982.485840
	Iteration 49Q: 3 clusters Score -2.182503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 172367 members 
Entering Unmasked Estep 
Score: -21825042.000000 Penalty: 5982.485840
	Iteration 50Q: 3 clusters Score -2.182504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 172365 members 
Entering Unmasked Estep 
Score: -21825066.000000 Penalty: 5982.485840
	Iteration 51Q: 3 clusters Score -2.182507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 172362 members 
Entering Unmasked Estep 
Score: -21825096.000000 Penalty: 5982.485840
	Iteration 52Q: 3 clusters Score -2.18251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 172355 members 
Entering Unmasked Estep 
Score: -21825092.000000 Penalty: 5982.485840
	Iteration 53Q: 3 clusters Score -2.182509e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 172341 members 
Entering Unmasked Estep 
Score: -21825098.000000 Penalty: 5982.485840
	Iteration 54Q: 3 clusters Score -2.18251e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 172323 members 
Entering Unmasked Estep 
Score: -21825118.000000 Penalty: 5982.485840
	Iteration 55Q: 3 clusters Score -2.182512e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 172314 members 
Entering Unmasked Estep 
Score: -21825132.000000 Penalty: 5982.485840
	Iteration 56Q: 3 clusters Score -2.182513e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 172304 members 
Entering Unmasked Estep 
Score: -21825140.000000 Penalty: 5982.485840
	Iteration 57Q: 3 clusters Score -2.182514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 172295 members 
Entering Unmasked Estep 
Score: -21825142.000000 Penalty: 5982.485840
	Iteration 58Q: 3 clusters Score -2.182514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 172290 members 
Entering Unmasked Estep 
Score: -21825158.000000 Penalty: 5982.485840
	Iteration 59Q: 3 clusters Score -2.182516e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 172285 members 
Entering Unmasked Estep 
Score: -21825172.000000 Penalty: 5982.485840
	Iteration 60F: 3 clusters Score -2.182517e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 172277 members 
Entering Unmasked Estep 
Score: -21825180.000000 Penalty: 5982.485840
	Iteration 61Q: 3 clusters Score -2.182518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 172272 members 
Entering Unmasked Estep 
Score: -21825196.000000 Penalty: 5982.485840
	Iteration 62Q: 3 clusters Score -2.18252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 172263 members 
Entering Unmasked Estep 
Score: -21825218.000000 Penalty: 5982.485840
	Iteration 63Q: 3 clusters Score -2.182522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 172262 members 
Entering Unmasked Estep 
Score: -21825214.000000 Penalty: 5982.485840
	Iteration 64Q: 3 clusters Score -2.182521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 172262 members 
Entering Unmasked Estep 
Score: -21825216.000000 Penalty: 5982.485840
	Iteration 65Q: 3 clusters Score -2.182522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 172262 members 
Entering Unmasked Estep 
Score: -21825228.000000 Penalty: 5982.485840
	Iteration 66Q: 3 clusters Score -2.182523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 172263 members 
Entering Unmasked Estep 
Score: -21825224.000000 Penalty: 5982.485840
	Iteration 67Q: 3 clusters Score -2.182522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 172261 members 
Entering Unmasked Estep 
Score: -21825222.000000 Penalty: 5982.485840
	Iteration 68Q: 3 clusters Score -2.182522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 172257 members 
Entering Unmasked Estep 
Score: -21825228.000000 Penalty: 5982.485840
	Iteration 69Q: 3 clusters Score -2.182523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 172254 members 
Entering Unmasked Estep 
Score: -21825214.000000 Penalty: 5982.485840
	Iteration 70Q: 3 clusters Score -2.182521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 172252 members 
Entering Unmasked Estep 
Score: -21825218.000000 Penalty: 5982.485840
	Iteration 71Q: 3 clusters Score -2.182522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 172251 members 
Entering Unmasked Estep 
Score: -21825218.000000 Penalty: 5982.485840
	Iteration 72Q: 3 clusters Score -2.182522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 172250 members 
Entering Unmasked Estep 
Score: -21825214.000000 Penalty: 5982.485840
	Iteration 73Q: 3 clusters Score -2.182521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 172249 members 
Entering Unmasked Estep 
Score: -21825212.000000 Penalty: 5982.485840
	Iteration 74Q: 3 clusters Score -2.182521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 172248 members 
Entering Unmasked Estep 
Score: -21825210.000000 Penalty: 5982.485840
	Iteration 75Q: 3 clusters Score -2.182521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 172246 members 
Entering Unmasked Estep 
Score: -21825226.000000 Penalty: 5982.485840
	Iteration 76Q: 3 clusters Score -2.182523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 172246 members 
Entering Unmasked Estep 
Score: -21825226.000000 Penalty: 5982.485840
	Iteration 77F: 3 clusters Score -2.182523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (117404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117404 members 
Entering Unmasked Estep 
Score: -14840988.000000 Penalty: 2894.997314
	Iteration 0F: 2 clusters Score -1.484099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 58863 members 
Entering Unmasked Estep 
Score: -14762504.000000 Penalty: 5789.994629
	Iteration 0F: 3 clusters Score -1.47625e+07 nChanged 55866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55583 members 
Mstep: Class 2 contains 61821 members 
Entering Unmasked Estep 
Score: -14794747.000000 Penalty: 5789.994629
	Iteration 1F: 3 clusters Score -1.479475e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 63611 members 
Entering Unmasked Estep 
Score: -14795755.000000 Penalty: 5789.994629
	Iteration 2Q: 3 clusters Score -1.479576e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 66307 members 
Entering Unmasked Estep 
Score: -14797192.000000 Penalty: 5789.994629
	Iteration 3Q: 3 clusters Score -1.479719e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 70293 members 
Entering Unmasked Estep 
Score: -14799338.000000 Penalty: 5789.994629
	Iteration 4Q: 3 clusters Score -1.479934e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -14802877.000000 Penalty: 5789.994629
	Iteration 5F: 3 clusters Score -1.480288e+07 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 83584 members 
Entering Unmasked Estep 
Score: -14808551.000000 Penalty: 5789.994629
	Iteration 6F: 3 clusters Score -1.480855e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 92588 members 
Entering Unmasked Estep 
Score: -14816781.000000 Penalty: 5789.994629
	Iteration 7F: 3 clusters Score -1.481678e+07 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 101140 members 
Entering Unmasked Estep 
Score: -14825121.000000 Penalty: 5789.994629
	Iteration 8F: 3 clusters Score -1.482512e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 107210 members 
Entering Unmasked Estep 
Score: -14831039.000000 Penalty: 5789.994629
	Iteration 9F: 3 clusters Score -1.483104e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 110603 members 
Entering Unmasked Estep 
Score: -14834514.000000 Penalty: 5789.994629
	Iteration 10Q: 3 clusters Score -1.483451e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 112318 members 
Entering Unmasked Estep 
Score: -14836386.000000 Penalty: 5789.994629
	Iteration 11Q: 3 clusters Score -1.483639e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 113226 members 
Entering Unmasked Estep 
Score: -14837259.000000 Penalty: 5789.994629
	Iteration 12Q: 3 clusters Score -1.483726e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 113810 members 
Entering Unmasked Estep 
Score: -14837689.000000 Penalty: 5789.994629
	Iteration 13Q: 3 clusters Score -1.483769e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 114239 members 
Entering Unmasked Estep 
Score: -14837943.000000 Penalty: 5789.994629
	Iteration 14Q: 3 clusters Score -1.483794e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 114559 members 
Entering Unmasked Estep 
Score: -14838093.000000 Penalty: 5789.994629
	Iteration 15Q: 3 clusters Score -1.483809e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 114813 members 
Entering Unmasked Estep 
Score: -14838233.000000 Penalty: 5789.994629
	Iteration 16Q: 3 clusters Score -1.483823e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 115037 members 
Entering Unmasked Estep 
Score: -14838350.000000 Penalty: 5789.994629
	Iteration 17Q: 3 clusters Score -1.483835e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 115209 members 
Entering Unmasked Estep 
Score: -14838354.000000 Penalty: 5789.994629
	Iteration 18Q: 3 clusters Score -1.483835e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 115344 members 
Entering Unmasked Estep 
Score: -14838398.000000 Penalty: 5789.994629
	Iteration 19Q: 3 clusters Score -1.48384e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 115447 members 
Entering Unmasked Estep 
Score: -14838417.000000 Penalty: 5789.994629
	Iteration 20F: 3 clusters Score -1.483842e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 115531 members 
Entering Unmasked Estep 
Score: -14838459.000000 Penalty: 5789.994629
	Iteration 21Q: 3 clusters Score -1.483846e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 115603 members 
Entering Unmasked Estep 
Score: -14838511.000000 Penalty: 5789.994629
	Iteration 22Q: 3 clusters Score -1.483851e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 115663 members 
Entering Unmasked Estep 
Score: -14838529.000000 Penalty: 5789.994629
	Iteration 23Q: 3 clusters Score -1.483853e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 115718 members 
Entering Unmasked Estep 
Score: -14838546.000000 Penalty: 5789.994629
	Iteration 24Q: 3 clusters Score -1.483855e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 115769 members 
Entering Unmasked Estep 
Score: -14838548.000000 Penalty: 5789.994629
	Iteration 25Q: 3 clusters Score -1.483855e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 115813 members 
Entering Unmasked Estep 
Score: -14838567.000000 Penalty: 5789.994629
	Iteration 26Q: 3 clusters Score -1.483857e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 115852 members 
Entering Unmasked Estep 
Score: -14838570.000000 Penalty: 5789.994629
	Iteration 27Q: 3 clusters Score -1.483857e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 115884 members 
Entering Unmasked Estep 
Score: -14838566.000000 Penalty: 5789.994629
	Iteration 28Q: 3 clusters Score -1.483857e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 115906 members 
Entering Unmasked Estep 
Score: -14838566.000000 Penalty: 5789.994629
	Iteration 29Q: 3 clusters Score -1.483857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 115926 members 
Entering Unmasked Estep 
Score: -14838587.000000 Penalty: 5789.994629
	Iteration 30Q: 3 clusters Score -1.483859e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 115946 members 
Entering Unmasked Estep 
Score: -14838593.000000 Penalty: 5789.994629
	Iteration 31Q: 3 clusters Score -1.483859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 115961 members 
Entering Unmasked Estep 
Score: -14838585.000000 Penalty: 5789.994629
	Iteration 32Q: 3 clusters Score -1.483858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 115975 members 
Entering Unmasked Estep 
Score: -14838575.000000 Penalty: 5789.994629
	Iteration 33Q: 3 clusters Score -1.483858e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 115995 members 
Entering Unmasked Estep 
Score: -14838593.000000 Penalty: 5789.994629
	Iteration 34Q: 3 clusters Score -1.483859e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 116020 members 
Entering Unmasked Estep 
Score: -14838611.000000 Penalty: 5789.994629
	Iteration 35Q: 3 clusters Score -1.483861e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 116044 members 
Entering Unmasked Estep 
Score: -14838623.000000 Penalty: 5789.994629
	Iteration 36Q: 3 clusters Score -1.483862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 116061 members 
Entering Unmasked Estep 
Score: -14838615.000000 Penalty: 5789.994629
	Iteration 37Q: 3 clusters Score -1.483862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 116071 members 
Entering Unmasked Estep 
Score: -14838626.000000 Penalty: 5789.994629
	Iteration 38Q: 3 clusters Score -1.483863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 116080 members 
Entering Unmasked Estep 
Score: -14838631.000000 Penalty: 5789.994629
	Iteration 39Q: 3 clusters Score -1.483863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 116089 members 
Entering Unmasked Estep 
Score: -14838645.000000 Penalty: 5789.994629
	Iteration 40F: 3 clusters Score -1.483864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 116099 members 
Entering Unmasked Estep 
Score: -14838653.000000 Penalty: 5789.994629
	Iteration 41Q: 3 clusters Score -1.483865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 116108 members 
Entering Unmasked Estep 
Score: -14838650.000000 Penalty: 5789.994629
	Iteration 42Q: 3 clusters Score -1.483865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 116117 members 
Entering Unmasked Estep 
Score: -14838663.000000 Penalty: 5789.994629
	Iteration 43Q: 3 clusters Score -1.483866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 116128 members 
Entering Unmasked Estep 
Score: -14838659.000000 Penalty: 5789.994629
	Iteration 44Q: 3 clusters Score -1.483866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 116135 members 
Entering Unmasked Estep 
Score: -14838657.000000 Penalty: 5789.994629
	Iteration 45Q: 3 clusters Score -1.483866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 116146 members 
Entering Unmasked Estep 
Score: -14838677.000000 Penalty: 5789.994629
	Iteration 46Q: 3 clusters Score -1.483868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 116155 members 
Entering Unmasked Estep 
Score: -14838669.000000 Penalty: 5789.994629
	Iteration 47Q: 3 clusters Score -1.483867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 116163 members 
Entering Unmasked Estep 
Score: -14838674.000000 Penalty: 5789.994629
	Iteration 48Q: 3 clusters Score -1.483867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 116171 members 
Entering Unmasked Estep 
Score: -14838664.000000 Penalty: 5789.994629
	Iteration 49Q: 3 clusters Score -1.483866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 116179 members 
Entering Unmasked Estep 
Score: -14838671.000000 Penalty: 5789.994629
	Iteration 50Q: 3 clusters Score -1.483867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 116188 members 
Entering Unmasked Estep 
Score: -14838683.000000 Penalty: 5789.994629
	Iteration 51Q: 3 clusters Score -1.483868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 116194 members 
Entering Unmasked Estep 
Score: -14838696.000000 Penalty: 5789.994629
	Iteration 52Q: 3 clusters Score -1.48387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 116200 members 
Entering Unmasked Estep 
Score: -14838690.000000 Penalty: 5789.994629
	Iteration 53Q: 3 clusters Score -1.483869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 116208 members 
Entering Unmasked Estep 
Score: -14838687.000000 Penalty: 5789.994629
	Iteration 54Q: 3 clusters Score -1.483869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 116214 members 
Entering Unmasked Estep 
Score: -14838683.000000 Penalty: 5789.994629
	Iteration 55Q: 3 clusters Score -1.483868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 116219 members 
Entering Unmasked Estep 
Score: -14838690.000000 Penalty: 5789.994629
	Iteration 56Q: 3 clusters Score -1.483869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 116220 members 
Entering Unmasked Estep 
Score: -14838684.000000 Penalty: 5789.994629
	Iteration 57Q: 3 clusters Score -1.483868e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 116222 members 
Entering Unmasked Estep 
Score: -14838686.000000 Penalty: 5789.994629
	Iteration 58Q: 3 clusters Score -1.483869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 116223 members 
Entering Unmasked Estep 
Score: -14838675.000000 Penalty: 5789.994629
	Iteration 59Q: 3 clusters Score -1.483868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 116223 members 
Entering Unmasked Estep 
Score: -14838675.000000 Penalty: 5789.994629
	Iteration 60F: 3 clusters Score -1.483868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (128808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128808 members 
Entering Unmasked Estep 
Score: -16312832.000000 Penalty: 2917.987305
	Iteration 0F: 2 clusters Score -1.631283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64503 members 
Mstep: Class 2 contains 64305 members 
Entering Unmasked Estep 
Score: -16227244.000000 Penalty: 5835.974609
	Iteration 0F: 3 clusters Score -1.622724e+07 nChanged 60999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65636 members 
Mstep: Class 2 contains 63172 members 
Entering Unmasked Estep 
Score: -16261799.000000 Penalty: 5835.974609
	Iteration 1F: 3 clusters Score -1.62618e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66456 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -16262546.000000 Penalty: 5835.974609
	Iteration 2Q: 3 clusters Score -1.626255e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67659 members 
Mstep: Class 2 contains 61149 members 
Entering Unmasked Estep 
Score: -16263149.000000 Penalty: 5835.974609
	Iteration 3Q: 3 clusters Score -1.626315e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69540 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -16263973.000000 Penalty: 5835.974609
	Iteration 4Q: 3 clusters Score -1.626397e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72309 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -16265268.000000 Penalty: 5835.974609
	Iteration 5Q: 3 clusters Score -1.626527e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -16267279.000000 Penalty: 5835.974609
	Iteration 6Q: 3 clusters Score -1.626728e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82409 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -16270518.000000 Penalty: 5835.974609
	Iteration 7Q: 3 clusters Score -1.627052e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90459 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -16276042.000000 Penalty: 5835.974609
	Iteration 8F: 3 clusters Score -1.627604e+07 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100254 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -16284148.000000 Penalty: 5835.974609
	Iteration 9F: 3 clusters Score -1.628415e+07 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110435 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -16293413.000000 Penalty: 5835.974609
	Iteration 10F: 3 clusters Score -1.629341e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118778 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -16301396.000000 Penalty: 5835.974609
	Iteration 11F: 3 clusters Score -1.63014e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124003 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -16306184.000000 Penalty: 5835.974609
	Iteration 12Q: 3 clusters Score -1.630618e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126582 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -16308530.000000 Penalty: 5835.974609
	Iteration 13Q: 3 clusters Score -1.630853e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127669 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -16309472.000000 Penalty: 5835.974609
	Iteration 14Q: 3 clusters Score -1.630947e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128079 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -16309857.000000 Penalty: 5835.974609
	Iteration 15Q: 3 clusters Score -1.630986e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128263 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -16310002.000000 Penalty: 5835.974609
	Iteration 16Q: 3 clusters Score -1.631e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128345 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -16310126.000000 Penalty: 5835.974609
	Iteration 17Q: 3 clusters Score -1.631013e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128401 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -16310207.000000 Penalty: 5835.974609
	Iteration 18Q: 3 clusters Score -1.631021e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128419 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -16310227.000000 Penalty: 5835.974609
	Iteration 19Q: 3 clusters Score -1.631023e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128432 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -16310248.000000 Penalty: 5835.974609
	Iteration 20F: 3 clusters Score -1.631025e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128440 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -16310253.000000 Penalty: 5835.974609
	Iteration 21Q: 3 clusters Score -1.631025e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128445 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -16310270.000000 Penalty: 5835.974609
	Iteration 22Q: 3 clusters Score -1.631027e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128450 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -16310288.000000 Penalty: 5835.974609
	Iteration 23Q: 3 clusters Score -1.631029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128457 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -16310296.000000 Penalty: 5835.974609
	Iteration 24Q: 3 clusters Score -1.63103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128459 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -16310304.000000 Penalty: 5835.974609
	Iteration 25Q: 3 clusters Score -1.63103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128460 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -16310311.000000 Penalty: 5835.974609
	Iteration 26Q: 3 clusters Score -1.631031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128462 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -16310326.000000 Penalty: 5835.974609
	Iteration 27Q: 3 clusters Score -1.631033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128469 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -16310326.000000 Penalty: 5835.974609
	Iteration 28Q: 3 clusters Score -1.631033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128468 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -16310330.000000 Penalty: 5835.974609
	Iteration 29Q: 3 clusters Score -1.631033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128468 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -16310331.000000 Penalty: 5835.974609
	Iteration 30Q: 3 clusters Score -1.631033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128469 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -16310329.000000 Penalty: 5835.974609
	Iteration 31Q: 3 clusters Score -1.631033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128469 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -16310329.000000 Penalty: 5835.974609
	Iteration 32F: 3 clusters Score -1.631033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -75501.640625 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -75501.64 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 373 members 
Entering Unmasked Estep 
Score: -73814.710938 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -73814.71 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -74170.843750 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -74170.84 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -74352.398438 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -74352.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -74507.093750 Penalty: 3270.829102
	Iteration 3F: 3 clusters Score -74507.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -74625.125000 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -74625.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -74722.796875 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -74722.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -74794.031250 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -74794.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -74813.625000 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -74813.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -74841.148438 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -74841.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -74883.093750 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -74883.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -74933.226562 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -74933.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -74995.812500 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -74995.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -75114.546875 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -75114.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -75334.351562 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -75334.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -75454.625000 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -75454.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75581.367188 Penalty: 3270.829102
	Iteration 15Q: 3 clusters Score -75581.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75752.304688 Penalty: 3270.829102
	Iteration 16Q: 3 clusters Score -75752.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75797.835938 Penalty: 3270.829102
	Iteration 17Q: 3 clusters Score -75797.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75809.164062 Penalty: 3270.829102
	Iteration 18Q: 3 clusters Score -75809.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75811.468750 Penalty: 3270.829102
	Iteration 19F: 3 clusters Score -75811.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75825.546875 Penalty: 3270.829102
	Iteration 20F: 3 clusters Score -75825.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2666 members 
Mstep: Class 4 contains 12165 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 726 members 
Mstep: Class 8 contains 173072 members 
Mstep: Class 9 contains 117404 members 
Mstep: Class 10 contains 128808 members 
Mstep: Class 11 contains 424 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 179466 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 49713 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7033 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 184308 members 
Mstep: Class 20 contains 64429 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 307 members 
Entering Unmasked Estep 
Score: -119274560.000000 Penalty: 75182.937500
Splitting cluster 11 changes total score from -119275944.000000 to -119274560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -147411.468750 Penalty: 1762.234985
	Iteration 0F: 2 clusters Score -147411.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -145284.218750 Penalty: 3524.469971
	Iteration 0F: 3 clusters Score -145284.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -145595.328125 Penalty: 3524.469971
	Iteration 1F: 3 clusters Score -145595.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -145679.890625 Penalty: 3524.469971
	Iteration 2F: 3 clusters Score -145679.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -145718.750000 Penalty: 3524.469971
	Iteration 3Q: 3 clusters Score -145718.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -145738.625000 Penalty: 3524.469971
	Iteration 4Q: 3 clusters Score -145738.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -145746.031250 Penalty: 3524.469971
	Iteration 5Q: 3 clusters Score -145746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -145750.421875 Penalty: 3524.469971
	Iteration 6Q: 3 clusters Score -145750.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -145753.453125 Penalty: 3524.469971
	Iteration 7Q: 3 clusters Score -145753.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -145753.453125 Penalty: 3524.469971
	Iteration 8F: 3 clusters Score -145753.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (179466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179466 members 
Entering Unmasked Estep 
Score: -22571232.000000 Penalty: 3000.239746
	Iteration 0F: 2 clusters Score -2.257123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89712 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -22453040.000000 Penalty: 6000.479492
	Iteration 0F: 3 clusters Score -2.245304e+07 nChanged 86420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 2 contains 88444 members 
Entering Unmasked Estep 
Score: -22503326.000000 Penalty: 6000.479492
	Iteration 1F: 3 clusters Score -2.250333e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91631 members 
Mstep: Class 2 contains 87835 members 
Entering Unmasked Estep 
Score: -22504122.000000 Penalty: 6000.479492
	Iteration 2Q: 3 clusters Score -2.250412e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92635 members 
Mstep: Class 2 contains 86831 members 
Entering Unmasked Estep 
Score: -22505296.000000 Penalty: 6000.479492
	Iteration 3Q: 3 clusters Score -2.25053e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94216 members 
Mstep: Class 2 contains 85250 members 
Entering Unmasked Estep 
Score: -22507262.000000 Penalty: 6000.479492
	Iteration 4Q: 3 clusters Score -2.250726e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96543 members 
Mstep: Class 2 contains 82923 members 
Entering Unmasked Estep 
Score: -22509996.000000 Penalty: 6000.479492
	Iteration 5Q: 3 clusters Score -2.251e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99756 members 
Mstep: Class 2 contains 79710 members 
Entering Unmasked Estep 
Score: -22514348.000000 Penalty: 6000.479492
	Iteration 6Q: 3 clusters Score -2.251435e+07 nChanged 10777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104073 members 
Mstep: Class 2 contains 75393 members 
Entering Unmasked Estep 
Score: -22521414.000000 Penalty: 6000.479492
	Iteration 7F: 3 clusters Score -2.252141e+07 nChanged 12299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109038 members 
Mstep: Class 2 contains 70428 members 
Entering Unmasked Estep 
Score: -22531086.000000 Penalty: 6000.479492
	Iteration 8F: 3 clusters Score -2.253109e+07 nChanged 12589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113635 members 
Mstep: Class 2 contains 65831 members 
Entering Unmasked Estep 
Score: -22541010.000000 Penalty: 6000.479492
	Iteration 9F: 3 clusters Score -2.254101e+07 nChanged 10613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117008 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -22547718.000000 Penalty: 6000.479492
	Iteration 10F: 3 clusters Score -2.254772e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119347 members 
Mstep: Class 2 contains 60119 members 
Entering Unmasked Estep 
Score: -22550460.000000 Penalty: 6000.479492
	Iteration 11Q: 3 clusters Score -2.255046e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121450 members 
Mstep: Class 2 contains 58016 members 
Entering Unmasked Estep 
Score: -22551546.000000 Penalty: 6000.479492
	Iteration 12Q: 3 clusters Score -2.255155e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123642 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -22552316.000000 Penalty: 6000.479492
	Iteration 13Q: 3 clusters Score -2.255232e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125928 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -22552916.000000 Penalty: 6000.479492
	Iteration 14Q: 3 clusters Score -2.255292e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128299 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -22553582.000000 Penalty: 6000.479492
	Iteration 15Q: 3 clusters Score -2.255358e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130766 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -22554314.000000 Penalty: 6000.479492
	Iteration 16Q: 3 clusters Score -2.255431e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133280 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -22555116.000000 Penalty: 6000.479492
	Iteration 17Q: 3 clusters Score -2.255512e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135901 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -22555980.000000 Penalty: 6000.479492
	Iteration 18Q: 3 clusters Score -2.255598e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138560 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -22556874.000000 Penalty: 6000.479492
	Iteration 19Q: 3 clusters Score -2.255687e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141254 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -22557852.000000 Penalty: 6000.479492
	Iteration 20F: 3 clusters Score -2.255785e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143887 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -22558986.000000 Penalty: 6000.479492
	Iteration 21Q: 3 clusters Score -2.255899e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146520 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -22560098.000000 Penalty: 6000.479492
	Iteration 22Q: 3 clusters Score -2.25601e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149054 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -22561226.000000 Penalty: 6000.479492
	Iteration 23Q: 3 clusters Score -2.256123e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151636 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -22562134.000000 Penalty: 6000.479492
	Iteration 24Q: 3 clusters Score -2.256213e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154191 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -22562952.000000 Penalty: 6000.479492
	Iteration 25Q: 3 clusters Score -2.256295e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156773 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -22563952.000000 Penalty: 6000.479492
	Iteration 26Q: 3 clusters Score -2.256395e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159255 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -22564728.000000 Penalty: 6000.479492
	Iteration 27Q: 3 clusters Score -2.256473e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161647 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -22565392.000000 Penalty: 6000.479492
	Iteration 28Q: 3 clusters Score -2.256539e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163931 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -22566182.000000 Penalty: 6000.479492
	Iteration 29Q: 3 clusters Score -2.256618e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166047 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -22566888.000000 Penalty: 6000.479492
	Iteration 30Q: 3 clusters Score -2.256689e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167970 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -22567484.000000 Penalty: 6000.479492
	Iteration 31Q: 3 clusters Score -2.256748e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169702 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -22567772.000000 Penalty: 6000.479492
	Iteration 32Q: 3 clusters Score -2.256777e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171217 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -22568066.000000 Penalty: 6000.479492
	Iteration 33Q: 3 clusters Score -2.256807e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172538 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -22568430.000000 Penalty: 6000.479492
	Iteration 34Q: 3 clusters Score -2.256843e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173693 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -22568658.000000 Penalty: 6000.479492
	Iteration 35Q: 3 clusters Score -2.256866e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174642 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -22568890.000000 Penalty: 6000.479492
	Iteration 36Q: 3 clusters Score -2.256889e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175429 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -22569052.000000 Penalty: 6000.479492
	Iteration 37Q: 3 clusters Score -2.256905e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176015 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -22569128.000000 Penalty: 6000.479492
	Iteration 38Q: 3 clusters Score -2.256913e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176451 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -22569120.000000 Penalty: 6000.479492
	Iteration 39Q: 3 clusters Score -2.256912e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176779 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -22569008.000000 Penalty: 6000.479492
	Iteration 40F: 3 clusters Score -2.256901e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177052 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -22568964.000000 Penalty: 6000.479492
	Iteration 41Q: 3 clusters Score -2.256896e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177282 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -22568944.000000 Penalty: 6000.479492
	Iteration 42Q: 3 clusters Score -2.256894e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177476 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -22568968.000000 Penalty: 6000.479492
	Iteration 43Q: 3 clusters Score -2.256897e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177628 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -22568962.000000 Penalty: 6000.479492
	Iteration 44Q: 3 clusters Score -2.256896e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177746 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -22568978.000000 Penalty: 6000.479492
	Iteration 45Q: 3 clusters Score -2.256898e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177860 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -22569022.000000 Penalty: 6000.479492
	Iteration 46Q: 3 clusters Score -2.256902e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177946 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -22569062.000000 Penalty: 6000.479492
	Iteration 47Q: 3 clusters Score -2.256906e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178012 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -22569060.000000 Penalty: 6000.479492
	Iteration 48Q: 3 clusters Score -2.256906e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178065 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -22569048.000000 Penalty: 6000.479492
	Iteration 49Q: 3 clusters Score -2.256905e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178104 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -22569078.000000 Penalty: 6000.479492
	Iteration 50Q: 3 clusters Score -2.256908e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178130 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -22569098.000000 Penalty: 6000.479492
	Iteration 51Q: 3 clusters Score -2.25691e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178154 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -22569080.000000 Penalty: 6000.479492
	Iteration 52Q: 3 clusters Score -2.256908e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178185 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -22569094.000000 Penalty: 6000.479492
	Iteration 53Q: 3 clusters Score -2.256909e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178207 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -22569090.000000 Penalty: 6000.479492
	Iteration 54Q: 3 clusters Score -2.256909e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178220 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -22569086.000000 Penalty: 6000.479492
	Iteration 55Q: 3 clusters Score -2.256909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178229 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -22569074.000000 Penalty: 6000.479492
	Iteration 56Q: 3 clusters Score -2.256907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178241 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -22569088.000000 Penalty: 6000.479492
	Iteration 57Q: 3 clusters Score -2.256909e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178255 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -22569088.000000 Penalty: 6000.479492
	Iteration 58Q: 3 clusters Score -2.256909e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178268 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -22569094.000000 Penalty: 6000.479492
	Iteration 59Q: 3 clusters Score -2.256909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178277 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -22569086.000000 Penalty: 6000.479492
	Iteration 60F: 3 clusters Score -2.256909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178287 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -22569080.000000 Penalty: 6000.479492
	Iteration 61Q: 3 clusters Score -2.256908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178298 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -22569084.000000 Penalty: 6000.479492
	Iteration 62Q: 3 clusters Score -2.256908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178310 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -22569080.000000 Penalty: 6000.479492
	Iteration 63Q: 3 clusters Score -2.256908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178321 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -22569066.000000 Penalty: 6000.479492
	Iteration 64Q: 3 clusters Score -2.256907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178329 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -22569094.000000 Penalty: 6000.479492
	Iteration 65Q: 3 clusters Score -2.256909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178335 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -22569102.000000 Penalty: 6000.479492
	Iteration 66Q: 3 clusters Score -2.25691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178337 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -22569100.000000 Penalty: 6000.479492
	Iteration 67Q: 3 clusters Score -2.25691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178339 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -22569092.000000 Penalty: 6000.479492
	Iteration 68Q: 3 clusters Score -2.256909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178340 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -22569092.000000 Penalty: 6000.479492
	Iteration 69Q: 3 clusters Score -2.256909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178342 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -22569092.000000 Penalty: 6000.479492
	Iteration 70Q: 3 clusters Score -2.256909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178343 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -22569088.000000 Penalty: 6000.479492
	Iteration 71Q: 3 clusters Score -2.256909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178343 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -22569088.000000 Penalty: 6000.479492
	Iteration 72F: 3 clusters Score -2.256909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Entering Unmasked Estep 
Score: -175154.281250 Penalty: 1806.124756
	Iteration 0F: 2 clusters Score -175154.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -172885.937500 Penalty: 3612.249512
	Iteration 0F: 3 clusters Score -172885.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -173229.515625 Penalty: 3612.249512
	Iteration 1F: 3 clusters Score -173229.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -173343.812500 Penalty: 3612.249512
	Iteration 2F: 3 clusters Score -173343.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -173393.234375 Penalty: 3612.249512
	Iteration 3Q: 3 clusters Score -173393.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -173420.343750 Penalty: 3612.249512
	Iteration 4Q: 3 clusters Score -173420.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -173449.046875 Penalty: 3612.249512
	Iteration 5Q: 3 clusters Score -173449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -173473.750000 Penalty: 3612.249512
	Iteration 6Q: 3 clusters Score -173473.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -173496.531250 Penalty: 3612.249512
	Iteration 7Q: 3 clusters Score -173496.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -173520.718750 Penalty: 3612.249512
	Iteration 8Q: 3 clusters Score -173520.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -173541.203125 Penalty: 3612.249512
	Iteration 9Q: 3 clusters Score -173541.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -173556.000000 Penalty: 3612.249512
	Iteration 10Q: 3 clusters Score -173556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -173568.000000 Penalty: 3612.249512
	Iteration 11Q: 3 clusters Score -173568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -173581.515625 Penalty: 3612.249512
	Iteration 12Q: 3 clusters Score -173581.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -173595.562500 Penalty: 3612.249512
	Iteration 13Q: 3 clusters Score -173595.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -173620.843750 Penalty: 3612.249512
	Iteration 14Q: 3 clusters Score -173620.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -173631.859375 Penalty: 3612.249512
	Iteration 15Q: 3 clusters Score -173631.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -173639.515625 Penalty: 3612.249512
	Iteration 16Q: 3 clusters Score -173639.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -173648.062500 Penalty: 3612.249512
	Iteration 17Q: 3 clusters Score -173648.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -173654.421875 Penalty: 3612.249512
	Iteration 18Q: 3 clusters Score -173654.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -173658.593750 Penalty: 3612.249512
	Iteration 19Q: 3 clusters Score -173658.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -173659.515625 Penalty: 3612.249512
	Iteration 20F: 3 clusters Score -173659.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -173660.078125 Penalty: 3612.249512
	Iteration 21Q: 3 clusters Score -173660.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -173661.906250 Penalty: 3612.249512
	Iteration 22Q: 3 clusters Score -173661.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -173663.562500 Penalty: 3612.249512
	Iteration 23Q: 3 clusters Score -173663.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -173663.578125 Penalty: 3612.249512
	Iteration 24Q: 3 clusters Score -173663.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -173664.468750 Penalty: 3612.249512
	Iteration 25Q: 3 clusters Score -173664.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -173664.890625 Penalty: 3612.249512
	Iteration 26Q: 3 clusters Score -173664.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -173665.156250 Penalty: 3612.249512
	Iteration 27Q: 3 clusters Score -173665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -173666.406250 Penalty: 3612.249512
	Iteration 28Q: 3 clusters Score -173666.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -173666.406250 Penalty: 3612.249512
	Iteration 29F: 3 clusters Score -173666.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Entering Unmasked Estep 
Score: -6317425.000000 Penalty: 2681.877441
	Iteration 0F: 2 clusters Score -6317425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -6283756.000000 Penalty: 5363.754883
	Iteration 0F: 3 clusters Score -6283756 nChanged 23127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -6296660.000000 Penalty: 5363.754883
	Iteration 1F: 3 clusters Score -6296660 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -6297457.000000 Penalty: 5363.754883
	Iteration 2Q: 3 clusters Score -6297457 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -6298534.000000 Penalty: 5363.754883
	Iteration 3Q: 3 clusters Score -6298534 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -6299822.500000 Penalty: 5363.754883
	Iteration 4F: 3 clusters Score -6299822 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -6301586.500000 Penalty: 5363.754883
	Iteration 5F: 3 clusters Score -6301586 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -6303855.500000 Penalty: 5363.754883
	Iteration 6F: 3 clusters Score -6303856 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -6306673.000000 Penalty: 5363.754883
	Iteration 7F: 3 clusters Score -6306673 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -6309439.000000 Penalty: 5363.754883
	Iteration 8F: 3 clusters Score -6309439 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -6311641.500000 Penalty: 5363.754883
	Iteration 9F: 3 clusters Score -6311642 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -6312972.000000 Penalty: 5363.754883
	Iteration 10Q: 3 clusters Score -6312972 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -6313665.500000 Penalty: 5363.754883
	Iteration 11Q: 3 clusters Score -6313666 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -6314094.000000 Penalty: 5363.754883
	Iteration 12Q: 3 clusters Score -6314094 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -6314369.500000 Penalty: 5363.754883
	Iteration 13Q: 3 clusters Score -6314370 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -6314662.500000 Penalty: 5363.754883
	Iteration 14Q: 3 clusters Score -6314662 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -6314891.500000 Penalty: 5363.754883
	Iteration 15Q: 3 clusters Score -6314892 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -6315126.500000 Penalty: 5363.754883
	Iteration 16Q: 3 clusters Score -6315126 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -6315325.500000 Penalty: 5363.754883
	Iteration 17Q: 3 clusters Score -6315326 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -6315456.500000 Penalty: 5363.754883
	Iteration 18Q: 3 clusters Score -6315456 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -6315591.000000 Penalty: 5363.754883
	Iteration 19Q: 3 clusters Score -6315591 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -6315694.500000 Penalty: 5363.754883
	Iteration 20F: 3 clusters Score -6315694 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -6315772.500000 Penalty: 5363.754883
	Iteration 21Q: 3 clusters Score -6315772 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -6315852.000000 Penalty: 5363.754883
	Iteration 22Q: 3 clusters Score -6315852 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -6315887.500000 Penalty: 5363.754883
	Iteration 23Q: 3 clusters Score -6315888 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -6315927.500000 Penalty: 5363.754883
	Iteration 24Q: 3 clusters Score -6315928 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -6315978.000000 Penalty: 5363.754883
	Iteration 25Q: 3 clusters Score -6315978 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -6316001.500000 Penalty: 5363.754883
	Iteration 26Q: 3 clusters Score -6316002 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -6316026.500000 Penalty: 5363.754883
	Iteration 27Q: 3 clusters Score -6316026 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -6316056.500000 Penalty: 5363.754883
	Iteration 28Q: 3 clusters Score -6316056 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -6316081.000000 Penalty: 5363.754883
	Iteration 29Q: 3 clusters Score -6316081 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6316101.000000 Penalty: 5363.754883
	Iteration 30Q: 3 clusters Score -6316101 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -6316119.000000 Penalty: 5363.754883
	Iteration 31Q: 3 clusters Score -6316119 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -6316127.500000 Penalty: 5363.754883
	Iteration 32Q: 3 clusters Score -6316128 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -6316156.500000 Penalty: 5363.754883
	Iteration 33Q: 3 clusters Score -6316156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -6316156.000000 Penalty: 5363.754883
	Iteration 34Q: 3 clusters Score -6316156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -6316161.000000 Penalty: 5363.754883
	Iteration 35Q: 3 clusters Score -6316161 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -6316170.500000 Penalty: 5363.754883
	Iteration 36Q: 3 clusters Score -6316170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -6316178.500000 Penalty: 5363.754883
	Iteration 37Q: 3 clusters Score -6316178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -6316186.500000 Penalty: 5363.754883
	Iteration 38Q: 3 clusters Score -6316186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -6316184.000000 Penalty: 5363.754883
	Iteration 39Q: 3 clusters Score -6316184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -6316189.500000 Penalty: 5363.754883
	Iteration 40F: 3 clusters Score -6316190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -6316180.500000 Penalty: 5363.754883
	Iteration 41Q: 3 clusters Score -6316180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -6316191.000000 Penalty: 5363.754883
	Iteration 42Q: 3 clusters Score -6316191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6316192.000000 Penalty: 5363.754883
	Iteration 43Q: 3 clusters Score -6316192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -6316190.000000 Penalty: 5363.754883
	Iteration 44Q: 3 clusters Score -6316190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6316193.500000 Penalty: 5363.754883
	Iteration 45Q: 3 clusters Score -6316194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6316195.000000 Penalty: 5363.754883
	Iteration 46Q: 3 clusters Score -6316195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -6316204.500000 Penalty: 5363.754883
	Iteration 47Q: 3 clusters Score -6316204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -6316201.500000 Penalty: 5363.754883
	Iteration 48Q: 3 clusters Score -6316202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6316203.000000 Penalty: 5363.754883
	Iteration 49Q: 3 clusters Score -6316203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6316202.500000 Penalty: 5363.754883
	Iteration 50Q: 3 clusters Score -6316202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -6316205.000000 Penalty: 5363.754883
	Iteration 51Q: 3 clusters Score -6316205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6316213.000000 Penalty: 5363.754883
	Iteration 52Q: 3 clusters Score -6316213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6316208.500000 Penalty: 5363.754883
	Iteration 53Q: 3 clusters Score -6316208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6316208.000000 Penalty: 5363.754883
	Iteration 54Q: 3 clusters Score -6316208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6316207.000000 Penalty: 5363.754883
	Iteration 55Q: 3 clusters Score -6316207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6316210.500000 Penalty: 5363.754883
	Iteration 56Q: 3 clusters Score -6316210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6316209.500000 Penalty: 5363.754883
	Iteration 57Q: 3 clusters Score -6316210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -6316206.500000 Penalty: 5363.754883
	Iteration 58Q: 3 clusters Score -6316206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -6316209.000000 Penalty: 5363.754883
	Iteration 59Q: 3 clusters Score -6316209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6316218.500000 Penalty: 5363.754883
	Iteration 60F: 3 clusters Score -6316218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -6316218.000000 Penalty: 5363.754883
	Iteration 61Q: 3 clusters Score -6316218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6316208.500000 Penalty: 5363.754883
	Iteration 62Q: 3 clusters Score -6316208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -6316216.500000 Penalty: 5363.754883
	Iteration 63Q: 3 clusters Score -6316216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6316220.000000 Penalty: 5363.754883
	Iteration 64Q: 3 clusters Score -6316220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6316220.500000 Penalty: 5363.754883
	Iteration 65Q: 3 clusters Score -6316220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -6316220.500000 Penalty: 5363.754883
	Iteration 66Q: 3 clusters Score -6316220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6316211.000000 Penalty: 5363.754883
	Iteration 67Q: 3 clusters Score -6316211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -6316212.000000 Penalty: 5363.754883
	Iteration 68Q: 3 clusters Score -6316212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6316212.500000 Penalty: 5363.754883
	Iteration 69Q: 3 clusters Score -6316212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -6316210.500000 Penalty: 5363.754883
	Iteration 70Q: 3 clusters Score -6316210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6316213.000000 Penalty: 5363.754883
	Iteration 71Q: 3 clusters Score -6316213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -6316206.500000 Penalty: 5363.754883
	Iteration 72Q: 3 clusters Score -6316206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -6316206.500000 Penalty: 5363.754883
	Iteration 73F: 3 clusters Score -6316206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -291196.281250 Penalty: 1931.476440
	Iteration 0F: 2 clusters Score -291196.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -288295.625000 Penalty: 3862.952881
	Iteration 0F: 3 clusters Score -288295.6 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -288867.968750 Penalty: 3862.952881
	Iteration 1F: 3 clusters Score -288868 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -288982.687500 Penalty: 3862.952881
	Iteration 2F: 3 clusters Score -288982.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -289042.718750 Penalty: 3862.952881
	Iteration 3Q: 3 clusters Score -289042.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -289089.375000 Penalty: 3862.952881
	Iteration 4Q: 3 clusters Score -289089.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -289121.343750 Penalty: 3862.952881
	Iteration 5Q: 3 clusters Score -289121.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -289141.906250 Penalty: 3862.952881
	Iteration 6Q: 3 clusters Score -289141.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -289162.656250 Penalty: 3862.952881
	Iteration 7Q: 3 clusters Score -289162.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -289188.093750 Penalty: 3862.952881
	Iteration 8Q: 3 clusters Score -289188.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -289207.406250 Penalty: 3862.952881
	Iteration 9Q: 3 clusters Score -289207.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -289221.906250 Penalty: 3862.952881
	Iteration 10Q: 3 clusters Score -289221.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -289233.125000 Penalty: 3862.952881
	Iteration 11Q: 3 clusters Score -289233.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -289238.843750 Penalty: 3862.952881
	Iteration 12Q: 3 clusters Score -289238.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -289243.812500 Penalty: 3862.952881
	Iteration 13Q: 3 clusters Score -289243.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -289248.562500 Penalty: 3862.952881
	Iteration 14Q: 3 clusters Score -289248.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -289254.625000 Penalty: 3862.952881
	Iteration 15Q: 3 clusters Score -289254.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -289259.406250 Penalty: 3862.952881
	Iteration 16Q: 3 clusters Score -289259.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -289262.062500 Penalty: 3862.952881
	Iteration 17Q: 3 clusters Score -289262.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -289265.312500 Penalty: 3862.952881
	Iteration 18Q: 3 clusters Score -289265.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -289268.125000 Penalty: 3862.952881
	Iteration 19Q: 3 clusters Score -289268.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -289270.218750 Penalty: 3862.952881
	Iteration 20F: 3 clusters Score -289270.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -289272.375000 Penalty: 3862.952881
	Iteration 21Q: 3 clusters Score -289272.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -289274.812500 Penalty: 3862.952881
	Iteration 22Q: 3 clusters Score -289274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -289278.843750 Penalty: 3862.952881
	Iteration 23Q: 3 clusters Score -289278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -289280.250000 Penalty: 3862.952881
	Iteration 24Q: 3 clusters Score -289280.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -289281.843750 Penalty: 3862.952881
	Iteration 25Q: 3 clusters Score -289281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -289282.750000 Penalty: 3862.952881
	Iteration 26Q: 3 clusters Score -289282.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -289284.562500 Penalty: 3862.952881
	Iteration 27Q: 3 clusters Score -289284.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -289286.593750 Penalty: 3862.952881
	Iteration 28Q: 3 clusters Score -289286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -289287.500000 Penalty: 3862.952881
	Iteration 29Q: 3 clusters Score -289287.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -289288.093750 Penalty: 3862.952881
	Iteration 30Q: 3 clusters Score -289288.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -289289.593750 Penalty: 3862.952881
	Iteration 31Q: 3 clusters Score -289289.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -289292.750000 Penalty: 3862.952881
	Iteration 32Q: 3 clusters Score -289292.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -289294.968750 Penalty: 3862.952881
	Iteration 33Q: 3 clusters Score -289295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -289296.781250 Penalty: 3862.952881
	Iteration 34Q: 3 clusters Score -289296.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -289298.281250 Penalty: 3862.952881
	Iteration 35Q: 3 clusters Score -289298.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -289300.031250 Penalty: 3862.952881
	Iteration 36Q: 3 clusters Score -289300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -289302.093750 Penalty: 3862.952881
	Iteration 37Q: 3 clusters Score -289302.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -289309.062500 Penalty: 3862.952881
	Iteration 38Q: 3 clusters Score -289309.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -289313.781250 Penalty: 3862.952881
	Iteration 39Q: 3 clusters Score -289313.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -289320.156250 Penalty: 3862.952881
	Iteration 40F: 3 clusters Score -289320.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -289328.312500 Penalty: 3862.952881
	Iteration 41Q: 3 clusters Score -289328.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -289341.562500 Penalty: 3862.952881
	Iteration 42Q: 3 clusters Score -289341.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -289355.718750 Penalty: 3862.952881
	Iteration 43Q: 3 clusters Score -289355.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -289369.312500 Penalty: 3862.952881
	Iteration 44Q: 3 clusters Score -289369.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -289384.000000 Penalty: 3862.952881
	Iteration 45Q: 3 clusters Score -289384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -289405.031250 Penalty: 3862.952881
	Iteration 46Q: 3 clusters Score -289405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -289428.843750 Penalty: 3862.952881
	Iteration 47Q: 3 clusters Score -289428.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -289449.156250 Penalty: 3862.952881
	Iteration 48Q: 3 clusters Score -289449.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -289468.687500 Penalty: 3862.952881
	Iteration 49Q: 3 clusters Score -289468.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -289489.593750 Penalty: 3862.952881
	Iteration 50Q: 3 clusters Score -289489.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -289510.125000 Penalty: 3862.952881
	Iteration 51Q: 3 clusters Score -289510.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -289526.343750 Penalty: 3862.952881
	Iteration 52Q: 3 clusters Score -289526.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -289548.156250 Penalty: 3862.952881
	Iteration 53Q: 3 clusters Score -289548.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -289577.812500 Penalty: 3862.952881
	Iteration 54Q: 3 clusters Score -289577.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -289626.875000 Penalty: 3862.952881
	Iteration 55Q: 3 clusters Score -289626.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -289730.593750 Penalty: 3862.952881
	Iteration 56Q: 3 clusters Score -289730.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -289871.281250 Penalty: 3862.952881
	Iteration 57Q: 3 clusters Score -289871.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -290075.062500 Penalty: 3862.952881
	Iteration 58Q: 3 clusters Score -290075.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -290302.125000 Penalty: 3862.952881
	Iteration 59Q: 3 clusters Score -290302.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -290625.156250 Penalty: 3862.952881
	Iteration 60F: 3 clusters Score -290625.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -291013.656250 Penalty: 3862.952881
	Iteration 61Q: 3 clusters Score -291013.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -291308.625000 Penalty: 3862.952881
	Iteration 62Q: 3 clusters Score -291308.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -291402.718750 Penalty: 3862.952881
	Iteration 63Q: 3 clusters Score -291402.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -291419.218750 Penalty: 3862.952881
	Iteration 64Q: 3 clusters Score -291419.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -291422.312500 Penalty: 3862.952881
	Iteration 65Q: 3 clusters Score -291422.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -291423.062500 Penalty: 3862.952881
	Iteration 66Q: 3 clusters Score -291423.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -291423.781250 Penalty: 3862.952881
	Iteration 67Q: 3 clusters Score -291423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -291424.093750 Penalty: 3862.952881
	Iteration 68Q: 3 clusters Score -291424.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -291424.093750 Penalty: 3862.952881
	Iteration 69F: 3 clusters Score -291424.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2666 members 
Mstep: Class 4 contains 12165 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 726 members 
Mstep: Class 8 contains 173072 members 
Mstep: Class 9 contains 117404 members 
Mstep: Class 10 contains 128808 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 179466 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 49713 members 
Mstep: Class 16 contains 1175 members 
Mstep: Class 17 contains 7033 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 184308 members 
Mstep: Class 20 contains 64429 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 1237 members 
Entering Unmasked Estep 
Score: -119274480.000000 Penalty: 75182.937500
Splitting cluster 16 changes total score from -119275944.000000 to -119274480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (7033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Entering Unmasked Estep 
Score: -846199.062500 Penalty: 2196.875488
	Iteration 0F: 2 clusters Score -846199.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -840361.250000 Penalty: 4393.750977
	Iteration 0F: 3 clusters Score -840361.2 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -841874.500000 Penalty: 4393.750977
	Iteration 1F: 3 clusters Score -841874.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -842263.687500 Penalty: 4393.750977
	Iteration 2F: 3 clusters Score -842263.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -842657.375000 Penalty: 4393.750977
	Iteration 3F: 3 clusters Score -842657.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -843058.437500 Penalty: 4393.750977
	Iteration 4F: 3 clusters Score -843058.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -843414.250000 Penalty: 4393.750977
	Iteration 5F: 3 clusters Score -843414.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -843754.750000 Penalty: 4393.750977
	Iteration 6F: 3 clusters Score -843754.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -844017.187500 Penalty: 4393.750977
	Iteration 7F: 3 clusters Score -844017.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -844247.437500 Penalty: 4393.750977
	Iteration 8Q: 3 clusters Score -844247.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -844434.437500 Penalty: 4393.750977
	Iteration 9Q: 3 clusters Score -844434.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -844591.375000 Penalty: 4393.750977
	Iteration 10Q: 3 clusters Score -844591.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -844678.437500 Penalty: 4393.750977
	Iteration 11Q: 3 clusters Score -844678.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -844744.187500 Penalty: 4393.750977
	Iteration 12Q: 3 clusters Score -844744.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -844788.562500 Penalty: 4393.750977
	Iteration 13Q: 3 clusters Score -844788.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -844810.812500 Penalty: 4393.750977
	Iteration 14Q: 3 clusters Score -844810.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -844821.375000 Penalty: 4393.750977
	Iteration 15Q: 3 clusters Score -844821.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -844835.500000 Penalty: 4393.750977
	Iteration 16Q: 3 clusters Score -844835.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -844848.000000 Penalty: 4393.750977
	Iteration 17Q: 3 clusters Score -844848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -844858.875000 Penalty: 4393.750977
	Iteration 18Q: 3 clusters Score -844858.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -844869.875000 Penalty: 4393.750977
	Iteration 19Q: 3 clusters Score -844869.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -844876.937500 Penalty: 4393.750977
	Iteration 20F: 3 clusters Score -844876.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -844886.125000 Penalty: 4393.750977
	Iteration 21Q: 3 clusters Score -844886.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -844892.375000 Penalty: 4393.750977
	Iteration 22Q: 3 clusters Score -844892.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -844893.500000 Penalty: 4393.750977
	Iteration 23Q: 3 clusters Score -844893.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -844896.125000 Penalty: 4393.750977
	Iteration 24Q: 3 clusters Score -844896.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -844898.562500 Penalty: 4393.750977
	Iteration 25Q: 3 clusters Score -844898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -844898.875000 Penalty: 4393.750977
	Iteration 26Q: 3 clusters Score -844898.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -844898.062500 Penalty: 4393.750977
	Iteration 27Q: 3 clusters Score -844898.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -844899.125000 Penalty: 4393.750977
	Iteration 28Q: 3 clusters Score -844899.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -844903.250000 Penalty: 4393.750977
	Iteration 29Q: 3 clusters Score -844903.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -844903.562500 Penalty: 4393.750977
	Iteration 30Q: 3 clusters Score -844903.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -844906.000000 Penalty: 4393.750977
	Iteration 31Q: 3 clusters Score -844906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -844907.937500 Penalty: 4393.750977
	Iteration 32Q: 3 clusters Score -844907.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -844910.125000 Penalty: 4393.750977
	Iteration 33Q: 3 clusters Score -844910.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -844911.875000 Penalty: 4393.750977
	Iteration 34Q: 3 clusters Score -844911.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -844915.625000 Penalty: 4393.750977
	Iteration 35Q: 3 clusters Score -844915.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -844920.500000 Penalty: 4393.750977
	Iteration 36Q: 3 clusters Score -844920.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -844927.000000 Penalty: 4393.750977
	Iteration 37Q: 3 clusters Score -844927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -844932.125000 Penalty: 4393.750977
	Iteration 38Q: 3 clusters Score -844932.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -844943.562500 Penalty: 4393.750977
	Iteration 39Q: 3 clusters Score -844943.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -844950.812500 Penalty: 4393.750977
	Iteration 40F: 3 clusters Score -844950.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -844959.187500 Penalty: 4393.750977
	Iteration 41Q: 3 clusters Score -844959.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -844967.687500 Penalty: 4393.750977
	Iteration 42Q: 3 clusters Score -844967.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -844975.875000 Penalty: 4393.750977
	Iteration 43Q: 3 clusters Score -844975.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -844981.687500 Penalty: 4393.750977
	Iteration 44Q: 3 clusters Score -844981.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -844985.000000 Penalty: 4393.750977
	Iteration 45Q: 3 clusters Score -844985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -844992.312500 Penalty: 4393.750977
	Iteration 46Q: 3 clusters Score -844992.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -844994.687500 Penalty: 4393.750977
	Iteration 47Q: 3 clusters Score -844994.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -844995.875000 Penalty: 4393.750977
	Iteration 48Q: 3 clusters Score -844995.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -844999.000000 Penalty: 4393.750977
	Iteration 49Q: 3 clusters Score -844999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -844999.437500 Penalty: 4393.750977
	Iteration 50Q: 3 clusters Score -844999.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -844999.500000 Penalty: 4393.750977
	Iteration 51Q: 3 clusters Score -844999.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -844998.625000 Penalty: 4393.750977
	Iteration 52Q: 3 clusters Score -844998.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -844998.625000 Penalty: 4393.750977
	Iteration 53F: 3 clusters Score -844998.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -29145.853516 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -29145.85 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 159 members 
Entering Unmasked Estep 
Score: -27923.804688 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -27923.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28298.914062 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -28298.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28470.166016 Penalty: 2861.087158
	Iteration 2F: 3 clusters Score -28470.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28559.521484 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -28559.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28683.519531 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -28683.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28785.498047 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -28785.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28914.044922 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -28914.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29004.128906 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -29004.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29055.494141 Penalty: 2861.087158
	Iteration 8Q: 3 clusters Score -29055.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29094.089844 Penalty: 2861.087158
	Iteration 9Q: 3 clusters Score -29094.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29098.435547 Penalty: 2861.087158
	Iteration 10Q: 3 clusters Score -29098.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29101.755859 Penalty: 2861.087158
	Iteration 11Q: 3 clusters Score -29101.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29101.755859 Penalty: 2861.087158
	Iteration 12F: 3 clusters Score -29101.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (184308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184308 members 
Entering Unmasked Estep 
Score: -23163496.000000 Penalty: 3006.842285
	Iteration 0F: 2 clusters Score -2.31635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92110 members 
Mstep: Class 2 contains 92198 members 
Entering Unmasked Estep 
Score: -23043626.000000 Penalty: 6013.684570
	Iteration 0F: 3 clusters Score -2.304363e+07 nChanged 88642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91952 members 
Mstep: Class 2 contains 92356 members 
Entering Unmasked Estep 
Score: -23095276.000000 Penalty: 6013.684570
	Iteration 1F: 3 clusters Score -2.309528e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91606 members 
Mstep: Class 2 contains 92702 members 
Entering Unmasked Estep 
Score: -23095910.000000 Penalty: 6013.684570
	Iteration 2Q: 3 clusters Score -2.309591e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90969 members 
Mstep: Class 2 contains 93339 members 
Entering Unmasked Estep 
Score: -23096438.000000 Penalty: 6013.684570
	Iteration 3Q: 3 clusters Score -2.309644e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 94380 members 
Entering Unmasked Estep 
Score: -23097146.000000 Penalty: 6013.684570
	Iteration 4Q: 3 clusters Score -2.309715e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88250 members 
Mstep: Class 2 contains 96058 members 
Entering Unmasked Estep 
Score: -23098240.000000 Penalty: 6013.684570
	Iteration 5Q: 3 clusters Score -2.309824e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85482 members 
Mstep: Class 2 contains 98826 members 
Entering Unmasked Estep 
Score: -23099698.000000 Penalty: 6013.684570
	Iteration 6Q: 3 clusters Score -2.30997e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81174 members 
Mstep: Class 2 contains 103134 members 
Entering Unmasked Estep 
Score: -23102196.000000 Penalty: 6013.684570
	Iteration 7Q: 3 clusters Score -2.31022e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74585 members 
Mstep: Class 2 contains 109723 members 
Entering Unmasked Estep 
Score: -23106476.000000 Penalty: 6013.684570
	Iteration 8Q: 3 clusters Score -2.310648e+07 nChanged 11914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 119111 members 
Entering Unmasked Estep 
Score: -23114136.000000 Penalty: 6013.684570
	Iteration 9F: 3 clusters Score -2.311414e+07 nChanged 14291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53392 members 
Mstep: Class 2 contains 130916 members 
Entering Unmasked Estep 
Score: -23125898.000000 Penalty: 6013.684570
	Iteration 10F: 3 clusters Score -2.31259e+07 nChanged 14146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 142398 members 
Entering Unmasked Estep 
Score: -23140026.000000 Penalty: 6013.684570
	Iteration 11F: 3 clusters Score -2.314003e+07 nChanged 10791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 149973 members 
Entering Unmasked Estep 
Score: -23150862.000000 Penalty: 6013.684570
	Iteration 12F: 3 clusters Score -2.315086e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 153860 members 
Entering Unmasked Estep 
Score: -23155988.000000 Penalty: 6013.684570
	Iteration 13Q: 3 clusters Score -2.315599e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 156512 members 
Entering Unmasked Estep 
Score: -23158234.000000 Penalty: 6013.684570
	Iteration 14Q: 3 clusters Score -2.315823e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 158856 members 
Entering Unmasked Estep 
Score: -23159624.000000 Penalty: 6013.684570
	Iteration 15Q: 3 clusters Score -2.315962e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 161047 members 
Entering Unmasked Estep 
Score: -23160746.000000 Penalty: 6013.684570
	Iteration 16Q: 3 clusters Score -2.316075e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 162901 members 
Entering Unmasked Estep 
Score: -23161542.000000 Penalty: 6013.684570
	Iteration 17Q: 3 clusters Score -2.316154e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 164559 members 
Entering Unmasked Estep 
Score: -23161992.000000 Penalty: 6013.684570
	Iteration 18Q: 3 clusters Score -2.316199e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 166050 members 
Entering Unmasked Estep 
Score: -23162416.000000 Penalty: 6013.684570
	Iteration 19Q: 3 clusters Score -2.316242e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 167459 members 
Entering Unmasked Estep 
Score: -23162702.000000 Penalty: 6013.684570
	Iteration 20F: 3 clusters Score -2.31627e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 168765 members 
Entering Unmasked Estep 
Score: -23162954.000000 Penalty: 6013.684570
	Iteration 21Q: 3 clusters Score -2.316295e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 170009 members 
Entering Unmasked Estep 
Score: -23163306.000000 Penalty: 6013.684570
	Iteration 22Q: 3 clusters Score -2.316331e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 171112 members 
Entering Unmasked Estep 
Score: -23163474.000000 Penalty: 6013.684570
	Iteration 23Q: 3 clusters Score -2.316347e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 172096 members 
Entering Unmasked Estep 
Score: -23163462.000000 Penalty: 6013.684570
	Iteration 24Q: 3 clusters Score -2.316346e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 172921 members 
Entering Unmasked Estep 
Score: -23163440.000000 Penalty: 6013.684570
	Iteration 25Q: 3 clusters Score -2.316344e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 173664 members 
Entering Unmasked Estep 
Score: -23163442.000000 Penalty: 6013.684570
	Iteration 26Q: 3 clusters Score -2.316344e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 174338 members 
Entering Unmasked Estep 
Score: -23163426.000000 Penalty: 6013.684570
	Iteration 27Q: 3 clusters Score -2.316343e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 174931 members 
Entering Unmasked Estep 
Score: -23163338.000000 Penalty: 6013.684570
	Iteration 28Q: 3 clusters Score -2.316334e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 175443 members 
Entering Unmasked Estep 
Score: -23163282.000000 Penalty: 6013.684570
	Iteration 29Q: 3 clusters Score -2.316328e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 175901 members 
Entering Unmasked Estep 
Score: -23163236.000000 Penalty: 6013.684570
	Iteration 30Q: 3 clusters Score -2.316324e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 176321 members 
Entering Unmasked Estep 
Score: -23163152.000000 Penalty: 6013.684570
	Iteration 31Q: 3 clusters Score -2.316315e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 176712 members 
Entering Unmasked Estep 
Score: -23162994.000000 Penalty: 6013.684570
	Iteration 32Q: 3 clusters Score -2.316299e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 177061 members 
Entering Unmasked Estep 
Score: -23163010.000000 Penalty: 6013.684570
	Iteration 33Q: 3 clusters Score -2.316301e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 177365 members 
Entering Unmasked Estep 
Score: -23162982.000000 Penalty: 6013.684570
	Iteration 34Q: 3 clusters Score -2.316298e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 177661 members 
Entering Unmasked Estep 
Score: -23162960.000000 Penalty: 6013.684570
	Iteration 35Q: 3 clusters Score -2.316296e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 177940 members 
Entering Unmasked Estep 
Score: -23162888.000000 Penalty: 6013.684570
	Iteration 36Q: 3 clusters Score -2.316289e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 178197 members 
Entering Unmasked Estep 
Score: -23162872.000000 Penalty: 6013.684570
	Iteration 37Q: 3 clusters Score -2.316287e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 178447 members 
Entering Unmasked Estep 
Score: -23162828.000000 Penalty: 6013.684570
	Iteration 38Q: 3 clusters Score -2.316283e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 178696 members 
Entering Unmasked Estep 
Score: -23162754.000000 Penalty: 6013.684570
	Iteration 39Q: 3 clusters Score -2.316275e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 178953 members 
Entering Unmasked Estep 
Score: -23162682.000000 Penalty: 6013.684570
	Iteration 40F: 3 clusters Score -2.316268e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 179204 members 
Entering Unmasked Estep 
Score: -23162638.000000 Penalty: 6013.684570
	Iteration 41Q: 3 clusters Score -2.316264e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 179422 members 
Entering Unmasked Estep 
Score: -23162540.000000 Penalty: 6013.684570
	Iteration 42Q: 3 clusters Score -2.316254e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 179636 members 
Entering Unmasked Estep 
Score: -23162466.000000 Penalty: 6013.684570
	Iteration 43Q: 3 clusters Score -2.316247e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 179818 members 
Entering Unmasked Estep 
Score: -23162480.000000 Penalty: 6013.684570
	Iteration 44Q: 3 clusters Score -2.316248e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 179987 members 
Entering Unmasked Estep 
Score: -23162468.000000 Penalty: 6013.684570
	Iteration 45Q: 3 clusters Score -2.316247e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 180157 members 
Entering Unmasked Estep 
Score: -23162392.000000 Penalty: 6013.684570
	Iteration 46Q: 3 clusters Score -2.316239e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 180296 members 
Entering Unmasked Estep 
Score: -23162308.000000 Penalty: 6013.684570
	Iteration 47Q: 3 clusters Score -2.316231e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 180422 members 
Entering Unmasked Estep 
Score: -23162254.000000 Penalty: 6013.684570
	Iteration 48Q: 3 clusters Score -2.316225e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 180532 members 
Entering Unmasked Estep 
Score: -23162274.000000 Penalty: 6013.684570
	Iteration 49Q: 3 clusters Score -2.316227e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 180627 members 
Entering Unmasked Estep 
Score: -23162258.000000 Penalty: 6013.684570
	Iteration 50Q: 3 clusters Score -2.316226e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 180723 members 
Entering Unmasked Estep 
Score: -23162218.000000 Penalty: 6013.684570
	Iteration 51Q: 3 clusters Score -2.316222e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 180832 members 
Entering Unmasked Estep 
Score: -23162184.000000 Penalty: 6013.684570
	Iteration 52Q: 3 clusters Score -2.316218e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 180924 members 
Entering Unmasked Estep 
Score: -23162152.000000 Penalty: 6013.684570
	Iteration 53Q: 3 clusters Score -2.316215e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 181004 members 
Entering Unmasked Estep 
Score: -23162152.000000 Penalty: 6013.684570
	Iteration 54Q: 3 clusters Score -2.316215e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 181083 members 
Entering Unmasked Estep 
Score: -23162102.000000 Penalty: 6013.684570
	Iteration 55Q: 3 clusters Score -2.31621e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 181152 members 
Entering Unmasked Estep 
Score: -23162074.000000 Penalty: 6013.684570
	Iteration 56Q: 3 clusters Score -2.316207e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 181204 members 
Entering Unmasked Estep 
Score: -23162046.000000 Penalty: 6013.684570
	Iteration 57Q: 3 clusters Score -2.316205e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 181246 members 
Entering Unmasked Estep 
Score: -23162028.000000 Penalty: 6013.684570
	Iteration 58Q: 3 clusters Score -2.316203e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 181280 members 
Entering Unmasked Estep 
Score: -23162032.000000 Penalty: 6013.684570
	Iteration 59Q: 3 clusters Score -2.316203e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 181314 members 
Entering Unmasked Estep 
Score: -23162020.000000 Penalty: 6013.684570
	Iteration 60F: 3 clusters Score -2.316202e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 181354 members 
Entering Unmasked Estep 
Score: -23162018.000000 Penalty: 6013.684570
	Iteration 61Q: 3 clusters Score -2.316202e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 181389 members 
Entering Unmasked Estep 
Score: -23162006.000000 Penalty: 6013.684570
	Iteration 62Q: 3 clusters Score -2.316201e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 181425 members 
Entering Unmasked Estep 
Score: -23161992.000000 Penalty: 6013.684570
	Iteration 63Q: 3 clusters Score -2.316199e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 181454 members 
Entering Unmasked Estep 
Score: -23161980.000000 Penalty: 6013.684570
	Iteration 64Q: 3 clusters Score -2.316198e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 181491 members 
Entering Unmasked Estep 
Score: -23161946.000000 Penalty: 6013.684570
	Iteration 65Q: 3 clusters Score -2.316195e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 181530 members 
Entering Unmasked Estep 
Score: -23161912.000000 Penalty: 6013.684570
	Iteration 66Q: 3 clusters Score -2.316191e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 181566 members 
Entering Unmasked Estep 
Score: -23161908.000000 Penalty: 6013.684570
	Iteration 67Q: 3 clusters Score -2.316191e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 181590 members 
Entering Unmasked Estep 
Score: -23161890.000000 Penalty: 6013.684570
	Iteration 68Q: 3 clusters Score -2.316189e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 181607 members 
Entering Unmasked Estep 
Score: -23161900.000000 Penalty: 6013.684570
	Iteration 69Q: 3 clusters Score -2.31619e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 181618 members 
Entering Unmasked Estep 
Score: -23161918.000000 Penalty: 6013.684570
	Iteration 70Q: 3 clusters Score -2.316192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 181634 members 
Entering Unmasked Estep 
Score: -23161910.000000 Penalty: 6013.684570
	Iteration 71Q: 3 clusters Score -2.316191e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 181650 members 
Entering Unmasked Estep 
Score: -23161930.000000 Penalty: 6013.684570
	Iteration 72Q: 3 clusters Score -2.316193e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 181665 members 
Entering Unmasked Estep 
Score: -23161906.000000 Penalty: 6013.684570
	Iteration 73Q: 3 clusters Score -2.316191e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 181679 members 
Entering Unmasked Estep 
Score: -23161910.000000 Penalty: 6013.684570
	Iteration 74Q: 3 clusters Score -2.316191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 181694 members 
Entering Unmasked Estep 
Score: -23161926.000000 Penalty: 6013.684570
	Iteration 75Q: 3 clusters Score -2.316193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 181711 members 
Entering Unmasked Estep 
Score: -23161928.000000 Penalty: 6013.684570
	Iteration 76Q: 3 clusters Score -2.316193e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 181726 members 
Entering Unmasked Estep 
Score: -23161930.000000 Penalty: 6013.684570
	Iteration 77Q: 3 clusters Score -2.316193e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 181740 members 
Entering Unmasked Estep 
Score: -23161936.000000 Penalty: 6013.684570
	Iteration 78Q: 3 clusters Score -2.316194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 181750 members 
Entering Unmasked Estep 
Score: -23161934.000000 Penalty: 6013.684570
	Iteration 79Q: 3 clusters Score -2.316193e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 181760 members 
Entering Unmasked Estep 
Score: -23161930.000000 Penalty: 6013.684570
	Iteration 80F: 3 clusters Score -2.316193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 181768 members 
Entering Unmasked Estep 
Score: -23161916.000000 Penalty: 6013.684570
	Iteration 81Q: 3 clusters Score -2.316192e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 181778 members 
Entering Unmasked Estep 
Score: -23161920.000000 Penalty: 6013.684570
	Iteration 82Q: 3 clusters Score -2.316192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 181791 members 
Entering Unmasked Estep 
Score: -23161920.000000 Penalty: 6013.684570
	Iteration 83Q: 3 clusters Score -2.316192e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 181803 members 
Entering Unmasked Estep 
Score: -23161928.000000 Penalty: 6013.684570
	Iteration 84Q: 3 clusters Score -2.316193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 181807 members 
Entering Unmasked Estep 
Score: -23161940.000000 Penalty: 6013.684570
	Iteration 85Q: 3 clusters Score -2.316194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 181816 members 
Entering Unmasked Estep 
Score: -23161942.000000 Penalty: 6013.684570
	Iteration 86Q: 3 clusters Score -2.316194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 181827 members 
Entering Unmasked Estep 
Score: -23161936.000000 Penalty: 6013.684570
	Iteration 87Q: 3 clusters Score -2.316194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 181834 members 
Entering Unmasked Estep 
Score: -23161932.000000 Penalty: 6013.684570
	Iteration 88Q: 3 clusters Score -2.316193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 181837 members 
Entering Unmasked Estep 
Score: -23161940.000000 Penalty: 6013.684570
	Iteration 89Q: 3 clusters Score -2.316194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 181840 members 
Entering Unmasked Estep 
Score: -23161942.000000 Penalty: 6013.684570
	Iteration 90Q: 3 clusters Score -2.316194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 181846 members 
Entering Unmasked Estep 
Score: -23161920.000000 Penalty: 6013.684570
	Iteration 91Q: 3 clusters Score -2.316192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 181855 members 
Entering Unmasked Estep 
Score: -23161912.000000 Penalty: 6013.684570
	Iteration 92Q: 3 clusters Score -2.316191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 181865 members 
Entering Unmasked Estep 
Score: -23161940.000000 Penalty: 6013.684570
	Iteration 93Q: 3 clusters Score -2.316194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 181876 members 
Entering Unmasked Estep 
Score: -23161924.000000 Penalty: 6013.684570
	Iteration 94Q: 3 clusters Score -2.316192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 181881 members 
Entering Unmasked Estep 
Score: -23161906.000000 Penalty: 6013.684570
	Iteration 95Q: 3 clusters Score -2.316191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 181889 members 
Entering Unmasked Estep 
Score: -23161920.000000 Penalty: 6013.684570
	Iteration 96Q: 3 clusters Score -2.316192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 181894 members 
Entering Unmasked Estep 
Score: -23161912.000000 Penalty: 6013.684570
	Iteration 97Q: 3 clusters Score -2.316191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 181899 members 
Entering Unmasked Estep 
Score: -23161926.000000 Penalty: 6013.684570
	Iteration 98Q: 3 clusters Score -2.316193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 181903 members 
Entering Unmasked Estep 
Score: -23161908.000000 Penalty: 6013.684570
	Iteration 99Q: 3 clusters Score -2.316191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 181909 members 
Entering Unmasked Estep 
Score: -23161896.000000 Penalty: 6013.684570
	Iteration 100F: 3 clusters Score -2.31619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 181915 members 
Entering Unmasked Estep 
Score: -23161904.000000 Penalty: 6013.684570
	Iteration 101Q: 3 clusters Score -2.31619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 181921 members 
Entering Unmasked Estep 
Score: -23161880.000000 Penalty: 6013.684570
	Iteration 102Q: 3 clusters Score -2.316188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 181925 members 
Entering Unmasked Estep 
Score: -23161882.000000 Penalty: 6013.684570
	Iteration 103Q: 3 clusters Score -2.316188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 181933 members 
Entering Unmasked Estep 
Score: -23161880.000000 Penalty: 6013.684570
	Iteration 104Q: 3 clusters Score -2.316188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 181945 members 
Entering Unmasked Estep 
Score: -23161868.000000 Penalty: 6013.684570
	Iteration 105Q: 3 clusters Score -2.316187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 181954 members 
Entering Unmasked Estep 
Score: -23161870.000000 Penalty: 6013.684570
	Iteration 106Q: 3 clusters Score -2.316187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 181961 members 
Entering Unmasked Estep 
Score: -23161870.000000 Penalty: 6013.684570
	Iteration 107Q: 3 clusters Score -2.316187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 181965 members 
Entering Unmasked Estep 
Score: -23161876.000000 Penalty: 6013.684570
	Iteration 108Q: 3 clusters Score -2.316188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 181969 members 
Entering Unmasked Estep 
Score: -23161860.000000 Penalty: 6013.684570
	Iteration 109Q: 3 clusters Score -2.316186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 181973 members 
Entering Unmasked Estep 
Score: -23161854.000000 Penalty: 6013.684570
	Iteration 110Q: 3 clusters Score -2.316185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 181977 members 
Entering Unmasked Estep 
Score: -23161848.000000 Penalty: 6013.684570
	Iteration 111Q: 3 clusters Score -2.316185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 181979 members 
Entering Unmasked Estep 
Score: -23161840.000000 Penalty: 6013.684570
	Iteration 112Q: 3 clusters Score -2.316184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 181980 members 
Entering Unmasked Estep 
Score: -23161852.000000 Penalty: 6013.684570
	Iteration 113Q: 3 clusters Score -2.316185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 181982 members 
Entering Unmasked Estep 
Score: -23161850.000000 Penalty: 6013.684570
	Iteration 114Q: 3 clusters Score -2.316185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 181984 members 
Entering Unmasked Estep 
Score: -23161848.000000 Penalty: 6013.684570
	Iteration 115Q: 3 clusters Score -2.316185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 181986 members 
Entering Unmasked Estep 
Score: -23161862.000000 Penalty: 6013.684570
	Iteration 116Q: 3 clusters Score -2.316186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 181986 members 
Entering Unmasked Estep 
Score: -23161862.000000 Penalty: 6013.684570
	Iteration 117F: 3 clusters Score -2.316186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (64429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Entering Unmasked Estep 
Score: -7910520.500000 Penalty: 2746.183105
	Iteration 0F: 2 clusters Score -7910520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -7867526.000000 Penalty: 5492.366211
	Iteration 0F: 3 clusters Score -7867526 nChanged 29991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -7884271.000000 Penalty: 5492.366211
	Iteration 1F: 3 clusters Score -7884271 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -7884942.000000 Penalty: 5492.366211
	Iteration 2Q: 3 clusters Score -7884942 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -7885715.000000 Penalty: 5492.366211
	Iteration 3Q: 3 clusters Score -7885715 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -7886643.500000 Penalty: 5492.366211
	Iteration 4Q: 3 clusters Score -7886644 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -7887904.500000 Penalty: 5492.366211
	Iteration 5Q: 3 clusters Score -7887904 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -7889567.000000 Penalty: 5492.366211
	Iteration 6F: 3 clusters Score -7889567 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -7891797.000000 Penalty: 5492.366211
	Iteration 7F: 3 clusters Score -7891797 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -7894633.500000 Penalty: 5492.366211
	Iteration 8F: 3 clusters Score -7894634 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -7897897.000000 Penalty: 5492.366211
	Iteration 9F: 3 clusters Score -7897897 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -7901021.500000 Penalty: 5492.366211
	Iteration 10F: 3 clusters Score -7901022 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -7904006.500000 Penalty: 5492.366211
	Iteration 11Q: 3 clusters Score -7904006 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61995 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -7906201.500000 Penalty: 5492.366211
	Iteration 12Q: 3 clusters Score -7906202 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63067 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7907397.500000 Penalty: 5492.366211
	Iteration 13Q: 3 clusters Score -7907398 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7908011.000000 Penalty: 5492.366211
	Iteration 14Q: 3 clusters Score -7908011 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7908281.500000 Penalty: 5492.366211
	Iteration 15Q: 3 clusters Score -7908282 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63636 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7908398.000000 Penalty: 5492.366211
	Iteration 16Q: 3 clusters Score -7908398 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63653 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7908503.000000 Penalty: 5492.366211
	Iteration 17Q: 3 clusters Score -7908503 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7908540.500000 Penalty: 5492.366211
	Iteration 18Q: 3 clusters Score -7908540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7908579.000000 Penalty: 5492.366211
	Iteration 19Q: 3 clusters Score -7908579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63646 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7908587.000000 Penalty: 5492.366211
	Iteration 20F: 3 clusters Score -7908587 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7908619.500000 Penalty: 5492.366211
	Iteration 21Q: 3 clusters Score -7908620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7908646.000000 Penalty: 5492.366211
	Iteration 22Q: 3 clusters Score -7908646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7908667.000000 Penalty: 5492.366211
	Iteration 23Q: 3 clusters Score -7908667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7908682.500000 Penalty: 5492.366211
	Iteration 24Q: 3 clusters Score -7908682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7908676.500000 Penalty: 5492.366211
	Iteration 25Q: 3 clusters Score -7908676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7908678.000000 Penalty: 5492.366211
	Iteration 26Q: 3 clusters Score -7908678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63633 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7908690.500000 Penalty: 5492.366211
	Iteration 27Q: 3 clusters Score -7908690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63629 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7908691.500000 Penalty: 5492.366211
	Iteration 28Q: 3 clusters Score -7908692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63624 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7908691.000000 Penalty: 5492.366211
	Iteration 29Q: 3 clusters Score -7908691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63623 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7908688.000000 Penalty: 5492.366211
	Iteration 30Q: 3 clusters Score -7908688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63623 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7908684.500000 Penalty: 5492.366211
	Iteration 31Q: 3 clusters Score -7908684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7908688.500000 Penalty: 5492.366211
	Iteration 32Q: 3 clusters Score -7908688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63618 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7908690.500000 Penalty: 5492.366211
	Iteration 33Q: 3 clusters Score -7908690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7908692.000000 Penalty: 5492.366211
	Iteration 34Q: 3 clusters Score -7908692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7908690.000000 Penalty: 5492.366211
	Iteration 35Q: 3 clusters Score -7908690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63612 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -7908691.000000 Penalty: 5492.366211
	Iteration 36Q: 3 clusters Score -7908691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7908688.500000 Penalty: 5492.366211
	Iteration 37Q: 3 clusters Score -7908688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7908688.500000 Penalty: 5492.366211
	Iteration 38F: 3 clusters Score -7908688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -49891.613281 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -49891.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48459.660156 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -48459.66 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -48617.234375 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -48617.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -48660.156250 Penalty: 3022.410645
	Iteration 2Q: 3 clusters Score -48660.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48676.937500 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -48676.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48693.628906 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -48693.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48699.667969 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -48699.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48699.667969 Penalty: 3022.410645
	Iteration 6F: 3 clusters Score -48699.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2666 members 
Mstep: Class 4 contains 12165 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 726 members 
Mstep: Class 8 contains 173072 members 
Mstep: Class 9 contains 117404 members 
Mstep: Class 10 contains 128808 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 179466 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 49713 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7033 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 184308 members 
Mstep: Class 20 contains 64429 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275976.000000 Penalty: 71765.531250
Iteration 359Q: 22 clusters Score -1.19276e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2670 members 
Mstep: Class 4 contains 12170 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 726 members 
Mstep: Class 8 contains 173091 members 
Mstep: Class 9 contains 117474 members 
Mstep: Class 10 contains 128764 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 179309 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 49751 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7024 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 184460 members 
Mstep: Class 20 contains 64366 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276432.000000 Penalty: 71765.531250
Iteration 360F: 22 clusters Score -1.192764e+08 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 12170 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 726 members 
Mstep: Class 8 contains 173088 members 
Mstep: Class 9 contains 117549 members 
Mstep: Class 10 contains 128736 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 179142 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 49779 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7018 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 184615 members 
Mstep: Class 20 contains 64309 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276672.000000 Penalty: 71765.531250
Iteration 361Q: 22 clusters Score -1.192767e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2685 members 
Mstep: Class 4 contains 12167 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 173113 members 
Mstep: Class 9 contains 117598 members 
Mstep: Class 10 contains 128676 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 179023 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 49794 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7011 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 184782 members 
Mstep: Class 20 contains 64245 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276576.000000 Penalty: 71765.531250
Iteration 362Q: 22 clusters Score -1.192766e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 12164 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 173133 members 
Mstep: Class 9 contains 117644 members 
Mstep: Class 10 contains 128628 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 178893 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 49801 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7005 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 184985 members 
Mstep: Class 20 contains 64168 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119277008.000000 Penalty: 71765.531250
Iteration 363Q: 22 clusters Score -1.19277e+08 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2699 members 
Mstep: Class 4 contains 12165 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 173163 members 
Mstep: Class 9 contains 117681 members 
Mstep: Class 10 contains 128581 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 178787 members 
Mstep: Class 14 contains 1454 members 
Mstep: Class 15 contains 49824 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 7001 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 185127 members 
Mstep: Class 20 contains 64105 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276832.000000 Penalty: 71765.531250
Iteration 364Q: 22 clusters Score -1.192768e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2710 members 
Mstep: Class 4 contains 12171 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 173206 members 
Mstep: Class 9 contains 117700 members 
Mstep: Class 10 contains 128490 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 178695 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 49824 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6990 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 185309 members 
Mstep: Class 20 contains 64053 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119277256.000000 Penalty: 71765.531250
Iteration 365Q: 22 clusters Score -1.192773e+08 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2717 members 
Mstep: Class 4 contains 12172 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 173277 members 
Mstep: Class 9 contains 117702 members 
Mstep: Class 10 contains 128374 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 178614 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 49810 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6987 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 185521 members 
Mstep: Class 20 contains 63997 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119277600.000000 Penalty: 71765.531250
Iteration 366Q: 22 clusters Score -1.192776e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2729 members 
Mstep: Class 4 contains 12169 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 173328 members 
Mstep: Class 9 contains 117718 members 
Mstep: Class 10 contains 128298 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 178519 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 49810 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6982 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 185685 members 
Mstep: Class 20 contains 63949 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119277744.000000 Penalty: 71765.531250
Iteration 367Q: 22 clusters Score -1.192777e+08 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2739 members 
Mstep: Class 4 contains 12170 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 173334 members 
Mstep: Class 9 contains 117708 members 
Mstep: Class 10 contains 128218 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 178449 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 49812 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6979 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 185916 members 
Mstep: Class 20 contains 63873 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119278112.000000 Penalty: 71765.531250
Iteration 368Q: 22 clusters Score -1.192781e+08 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 12175 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 173344 members 
Mstep: Class 9 contains 117714 members 
Mstep: Class 10 contains 128143 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 178378 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 49803 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6976 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 186139 members 
Mstep: Class 20 contains 63782 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119278280.000000 Penalty: 71765.531250
Iteration 369Q: 22 clusters Score -1.192783e+08 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2762 members 
Mstep: Class 4 contains 12172 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 173363 members 
Mstep: Class 9 contains 117742 members 
Mstep: Class 10 contains 128054 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 178292 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 49792 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6972 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 186374 members 
Mstep: Class 20 contains 63709 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119278280.000000 Penalty: 71765.531250
Iteration 370Q: 22 clusters Score -1.192783e+08 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2767 members 
Mstep: Class 4 contains 12180 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 173364 members 
Mstep: Class 9 contains 117751 members 
Mstep: Class 10 contains 127935 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 178231 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 49768 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6968 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 186624 members 
Mstep: Class 20 contains 63649 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119278520.000000 Penalty: 71765.531250
Iteration 371Q: 22 clusters Score -1.192785e+08 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2778 members 
Mstep: Class 4 contains 12188 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 173372 members 
Mstep: Class 9 contains 117785 members 
Mstep: Class 10 contains 127838 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 178143 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 49743 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6967 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 186844 members 
Mstep: Class 20 contains 63580 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119278512.000000 Penalty: 71765.531250
Iteration 372Q: 22 clusters Score -1.192785e+08 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2786 members 
Mstep: Class 4 contains 12193 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 173345 members 
Mstep: Class 9 contains 117836 members 
Mstep: Class 10 contains 127745 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 178063 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 49723 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6959 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 187085 members 
Mstep: Class 20 contains 63522 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119278568.000000 Penalty: 71765.531250
Iteration 373Q: 22 clusters Score -1.192786e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 12199 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 173273 members 
Mstep: Class 9 contains 117878 members 
Mstep: Class 10 contains 127613 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 178039 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 49705 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6958 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 187337 members 
Mstep: Class 20 contains 63481 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119278696.000000 Penalty: 71765.531250
Iteration 374Q: 22 clusters Score -1.192787e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 12200 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 173198 members 
Mstep: Class 9 contains 117934 members 
Mstep: Class 10 contains 127465 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 178007 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 49694 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6957 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 187613 members 
Mstep: Class 20 contains 63409 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119278832.000000 Penalty: 71765.531250
Iteration 375Q: 22 clusters Score -1.192788e+08 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2825 members 
Mstep: Class 4 contains 12196 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 173149 members 
Mstep: Class 9 contains 117961 members 
Mstep: Class 10 contains 127301 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 177964 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 49694 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6956 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 187913 members 
Mstep: Class 20 contains 63351 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119279120.000000 Penalty: 71765.531250
Iteration 376Q: 22 clusters Score -1.192791e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2826 members 
Mstep: Class 4 contains 12202 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 173047 members 
Mstep: Class 9 contains 117992 members 
Mstep: Class 10 contains 127153 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 177887 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 49690 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6955 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 188242 members 
Mstep: Class 20 contains 63316 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119279344.000000 Penalty: 71765.531250
Iteration 377Q: 22 clusters Score -1.192793e+08 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2834 members 
Mstep: Class 4 contains 12207 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 172944 members 
Mstep: Class 9 contains 118036 members 
Mstep: Class 10 contains 126997 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 177860 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 49666 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6954 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 188547 members 
Mstep: Class 20 contains 63267 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119279400.000000 Penalty: 71765.531250
Iteration 378Q: 22 clusters Score -1.192794e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2828 members 
Mstep: Class 4 contains 12213 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 172837 members 
Mstep: Class 9 contains 118059 members 
Mstep: Class 10 contains 126840 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 177823 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 49651 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6953 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 188893 members 
Mstep: Class 20 contains 63233 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119279712.000000 Penalty: 71765.531250
Iteration 379Q: 22 clusters Score -1.192797e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 12215 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 172750 members 
Mstep: Class 9 contains 118096 members 
Mstep: Class 10 contains 126689 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 177784 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 49629 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6953 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 189243 members 
Mstep: Class 20 contains 63185 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119279960.000000 Penalty: 71765.531250
Iteration 380F: 22 clusters Score -1.1928e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 12217 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 172632 members 
Mstep: Class 9 contains 118130 members 
Mstep: Class 10 contains 126567 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 177718 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 49608 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6950 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 189628 members 
Mstep: Class 20 contains 63134 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119279960.000000 Penalty: 71765.531250
Iteration 381Q: 22 clusters Score -1.1928e+08 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 12211 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 172525 members 
Mstep: Class 9 contains 118139 members 
Mstep: Class 10 contains 126442 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 177671 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 49586 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6948 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 190008 members 
Mstep: Class 20 contains 63093 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119279856.000000 Penalty: 71765.531250
Iteration 382Q: 22 clusters Score -1.192799e+08 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 12209 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 172403 members 
Mstep: Class 9 contains 118183 members 
Mstep: Class 10 contains 126315 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 177605 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 49564 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6943 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 190370 members 
Mstep: Class 20 contains 63049 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119280128.000000 Penalty: 71765.531250
Iteration 383Q: 22 clusters Score -1.192801e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2787 members 
Mstep: Class 4 contains 12208 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 172350 members 
Mstep: Class 9 contains 118221 members 
Mstep: Class 10 contains 126213 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 177473 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 49546 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6942 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 190703 members 
Mstep: Class 20 contains 63004 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119280352.000000 Penalty: 71765.531250
Iteration 384Q: 22 clusters Score -1.192804e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2784 members 
Mstep: Class 4 contains 12205 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 172318 members 
Mstep: Class 9 contains 118293 members 
Mstep: Class 10 contains 126073 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 177377 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 49524 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6942 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 190976 members 
Mstep: Class 20 contains 62975 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119280408.000000 Penalty: 71765.531250
Iteration 385Q: 22 clusters Score -1.192804e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2767 members 
Mstep: Class 4 contains 12202 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 172265 members 
Mstep: Class 9 contains 118363 members 
Mstep: Class 10 contains 125936 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 177314 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 49511 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6941 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 191259 members 
Mstep: Class 20 contains 62934 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119280720.000000 Penalty: 71765.531250
Iteration 386Q: 22 clusters Score -1.192807e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 12200 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 172228 members 
Mstep: Class 9 contains 118421 members 
Mstep: Class 10 contains 125817 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 177221 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 49483 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6942 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 191536 members 
Mstep: Class 20 contains 62903 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119281072.000000 Penalty: 71765.531250
Iteration 387Q: 22 clusters Score -1.192811e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 12200 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 172192 members 
Mstep: Class 9 contains 118450 members 
Mstep: Class 10 contains 125697 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 177125 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 49466 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6942 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 191795 members 
Mstep: Class 20 contains 62910 members 
Mstep: Class 21 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119281416.000000 Penalty: 71765.531250
Iteration 388Q: 22 clusters Score -1.192814e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2729 members 
Mstep: Class 4 contains 12199 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 172127 members 
Mstep: Class 9 contains 118481 members 
Mstep: Class 10 contains 125592 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 176989 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 49453 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6940 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 192106 members 
Mstep: Class 20 contains 62929 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119281632.000000 Penalty: 71765.531250
Iteration 389Q: 22 clusters Score -1.192816e+08 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2707 members 
Mstep: Class 4 contains 12199 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 172069 members 
Mstep: Class 9 contains 118504 members 
Mstep: Class 10 contains 125464 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 176870 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 49451 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6941 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 192422 members 
Mstep: Class 20 contains 62947 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119281648.000000 Penalty: 71765.531250
Iteration 390Q: 22 clusters Score -1.192816e+08 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2691 members 
Mstep: Class 4 contains 12209 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 172041 members 
Mstep: Class 9 contains 118557 members 
Mstep: Class 10 contains 125390 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 176706 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 49443 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6941 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 192650 members 
Mstep: Class 20 contains 62964 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282032.000000 Penalty: 71765.531250
Iteration 391Q: 22 clusters Score -1.19282e+08 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2676 members 
Mstep: Class 4 contains 12207 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 172000 members 
Mstep: Class 9 contains 118611 members 
Mstep: Class 10 contains 125312 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 176529 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 49442 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 6940 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 192903 members 
Mstep: Class 20 contains 62980 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282032.000000 Penalty: 71765.531250
Iteration 392Q: 22 clusters Score -1.19282e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2670 members 
Mstep: Class 4 contains 12206 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 171951 members 
Mstep: Class 9 contains 118646 members 
Mstep: Class 10 contains 125218 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 176355 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 49442 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6939 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 193190 members 
Mstep: Class 20 contains 62997 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282536.000000 Penalty: 71765.531250
Iteration 393Q: 22 clusters Score -1.192825e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2667 members 
Mstep: Class 4 contains 12204 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 171872 members 
Mstep: Class 9 contains 118658 members 
Mstep: Class 10 contains 125120 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 176216 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 49445 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6936 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 193511 members 
Mstep: Class 20 contains 63007 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282624.000000 Penalty: 71765.531250
Iteration 394Q: 22 clusters Score -1.192826e+08 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2660 members 
Mstep: Class 4 contains 12204 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 171750 members 
Mstep: Class 9 contains 118681 members 
Mstep: Class 10 contains 124990 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 176077 members 
Mstep: Class 14 contains 1448 members 
Mstep: Class 15 contains 49434 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6933 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 193901 members 
Mstep: Class 20 contains 63016 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282952.000000 Penalty: 71765.531250
Iteration 395Q: 22 clusters Score -1.19283e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2652 members 
Mstep: Class 4 contains 12205 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 171609 members 
Mstep: Class 9 contains 118713 members 
Mstep: Class 10 contains 124875 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 175941 members 
Mstep: Class 14 contains 1448 members 
Mstep: Class 15 contains 49436 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6932 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 194291 members 
Mstep: Class 20 contains 63013 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283184.000000 Penalty: 71765.531250
Iteration 396Q: 22 clusters Score -1.192832e+08 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2639 members 
Mstep: Class 4 contains 12201 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 171500 members 
Mstep: Class 9 contains 118733 members 
Mstep: Class 10 contains 124781 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 175776 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 49433 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6929 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 194675 members 
Mstep: Class 20 contains 63020 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283144.000000 Penalty: 71765.531250
Iteration 397Q: 22 clusters Score -1.192831e+08 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2624 members 
Mstep: Class 4 contains 12210 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 171341 members 
Mstep: Class 9 contains 118728 members 
Mstep: Class 10 contains 124710 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 175678 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 49432 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6925 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 195012 members 
Mstep: Class 20 contains 63049 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283480.000000 Penalty: 71765.531250
Iteration 398Q: 22 clusters Score -1.192835e+08 nChanged 1797
Entering ConstructFrom: 
Score: -119283480.000000 Penalty: 71765.531250
Entering ConstructFrom: 
Trying to split cluster 1 (36103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Entering Unmasked Estep 
Score: -4605865.500000 Penalty: 2602.544434
	Iteration 0F: 2 clusters Score -4605866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -4581301.500000 Penalty: 5205.088867
	Iteration 0F: 3 clusters Score -4581302 nChanged 16327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -4590180.000000 Penalty: 5205.088867
	Iteration 1F: 3 clusters Score -4590180 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4590577.500000 Penalty: 5205.088867
	Iteration 2Q: 3 clusters Score -4590578 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -4590977.000000 Penalty: 5205.088867
	Iteration 3Q: 3 clusters Score -4590977 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -4591400.500000 Penalty: 5205.088867
	Iteration 4Q: 3 clusters Score -4591400 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -4591832.000000 Penalty: 5205.088867
	Iteration 5Q: 3 clusters Score -4591832 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -4592445.500000 Penalty: 5205.088867
	Iteration 6Q: 3 clusters Score -4592446 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -4593179.500000 Penalty: 5205.088867
	Iteration 7Q: 3 clusters Score -4593180 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -4594192.000000 Penalty: 5205.088867
	Iteration 8F: 3 clusters Score -4594192 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -4595563.500000 Penalty: 5205.088867
	Iteration 9F: 3 clusters Score -4595564 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -4597122.000000 Penalty: 5205.088867
	Iteration 10F: 3 clusters Score -4597122 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -4598679.500000 Penalty: 5205.088867
	Iteration 11F: 3 clusters Score -4598680 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -4599885.000000 Penalty: 5205.088867
	Iteration 12Q: 3 clusters Score -4599885 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -4600678.000000 Penalty: 5205.088867
	Iteration 13Q: 3 clusters Score -4600678 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -4601173.000000 Penalty: 5205.088867
	Iteration 14Q: 3 clusters Score -4601173 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -4601441.000000 Penalty: 5205.088867
	Iteration 15Q: 3 clusters Score -4601441 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -4601659.500000 Penalty: 5205.088867
	Iteration 16Q: 3 clusters Score -4601660 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -4601897.500000 Penalty: 5205.088867
	Iteration 17Q: 3 clusters Score -4601898 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -4602051.500000 Penalty: 5205.088867
	Iteration 18Q: 3 clusters Score -4602052 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -4602209.000000 Penalty: 5205.088867
	Iteration 19Q: 3 clusters Score -4602209 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -4602368.500000 Penalty: 5205.088867
	Iteration 20F: 3 clusters Score -4602368 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -4602515.000000 Penalty: 5205.088867
	Iteration 21Q: 3 clusters Score -4602515 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -4602673.000000 Penalty: 5205.088867
	Iteration 22Q: 3 clusters Score -4602673 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -4602784.000000 Penalty: 5205.088867
	Iteration 23Q: 3 clusters Score -4602784 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -4602917.500000 Penalty: 5205.088867
	Iteration 24Q: 3 clusters Score -4602918 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -4603042.500000 Penalty: 5205.088867
	Iteration 25Q: 3 clusters Score -4603042 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -4603142.500000 Penalty: 5205.088867
	Iteration 26Q: 3 clusters Score -4603142 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -4603242.000000 Penalty: 5205.088867
	Iteration 27Q: 3 clusters Score -4603242 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -4603330.500000 Penalty: 5205.088867
	Iteration 28Q: 3 clusters Score -4603330 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -4603397.500000 Penalty: 5205.088867
	Iteration 29Q: 3 clusters Score -4603398 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -4603442.500000 Penalty: 5205.088867
	Iteration 30Q: 3 clusters Score -4603442 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -4603488.500000 Penalty: 5205.088867
	Iteration 31Q: 3 clusters Score -4603488 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -4603533.500000 Penalty: 5205.088867
	Iteration 32Q: 3 clusters Score -4603534 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -4603584.500000 Penalty: 5205.088867
	Iteration 33Q: 3 clusters Score -4603584 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -4603617.000000 Penalty: 5205.088867
	Iteration 34Q: 3 clusters Score -4603617 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -4603646.000000 Penalty: 5205.088867
	Iteration 35Q: 3 clusters Score -4603646 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -4603657.000000 Penalty: 5205.088867
	Iteration 36Q: 3 clusters Score -4603657 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -4603665.000000 Penalty: 5205.088867
	Iteration 37Q: 3 clusters Score -4603665 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -4603686.000000 Penalty: 5205.088867
	Iteration 38Q: 3 clusters Score -4603686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -4603703.000000 Penalty: 5205.088867
	Iteration 39Q: 3 clusters Score -4603703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -4603715.500000 Penalty: 5205.088867
	Iteration 40F: 3 clusters Score -4603716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -4603712.500000 Penalty: 5205.088867
	Iteration 41Q: 3 clusters Score -4603712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -4603712.000000 Penalty: 5205.088867
	Iteration 42Q: 3 clusters Score -4603712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -4603720.000000 Penalty: 5205.088867
	Iteration 43Q: 3 clusters Score -4603720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -4603733.000000 Penalty: 5205.088867
	Iteration 44Q: 3 clusters Score -4603733 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -4603763.000000 Penalty: 5205.088867
	Iteration 45Q: 3 clusters Score -4603763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -4603785.500000 Penalty: 5205.088867
	Iteration 46Q: 3 clusters Score -4603786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -4603799.500000 Penalty: 5205.088867
	Iteration 47Q: 3 clusters Score -4603800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -4603809.000000 Penalty: 5205.088867
	Iteration 48Q: 3 clusters Score -4603809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -4603816.000000 Penalty: 5205.088867
	Iteration 49Q: 3 clusters Score -4603816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -4603820.500000 Penalty: 5205.088867
	Iteration 50Q: 3 clusters Score -4603820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -4603820.000000 Penalty: 5205.088867
	Iteration 51Q: 3 clusters Score -4603820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -4603822.500000 Penalty: 5205.088867
	Iteration 52Q: 3 clusters Score -4603822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -4603827.500000 Penalty: 5205.088867
	Iteration 53Q: 3 clusters Score -4603828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -4603826.000000 Penalty: 5205.088867
	Iteration 54Q: 3 clusters Score -4603826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -4603833.000000 Penalty: 5205.088867
	Iteration 55Q: 3 clusters Score -4603833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -4603838.000000 Penalty: 5205.088867
	Iteration 56Q: 3 clusters Score -4603838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -4603845.500000 Penalty: 5205.088867
	Iteration 57Q: 3 clusters Score -4603846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -4603849.000000 Penalty: 5205.088867
	Iteration 58Q: 3 clusters Score -4603849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -4603851.500000 Penalty: 5205.088867
	Iteration 59Q: 3 clusters Score -4603852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -4603852.500000 Penalty: 5205.088867
	Iteration 60F: 3 clusters Score -4603852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -4603859.000000 Penalty: 5205.088867
	Iteration 61Q: 3 clusters Score -4603859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -4603858.000000 Penalty: 5205.088867
	Iteration 62Q: 3 clusters Score -4603858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -4603857.000000 Penalty: 5205.088867
	Iteration 63Q: 3 clusters Score -4603857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -4603868.000000 Penalty: 5205.088867
	Iteration 64Q: 3 clusters Score -4603868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -4603863.000000 Penalty: 5205.088867
	Iteration 65Q: 3 clusters Score -4603863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -4603864.000000 Penalty: 5205.088867
	Iteration 66Q: 3 clusters Score -4603864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -4603865.000000 Penalty: 5205.088867
	Iteration 67Q: 3 clusters Score -4603865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -4603863.000000 Penalty: 5205.088867
	Iteration 68Q: 3 clusters Score -4603863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -4603863.000000 Penalty: 5205.088867
	Iteration 69F: 3 clusters Score -4603863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -57991.335938 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -57991.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56450.988281 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -56450.99 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56846.843750 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -56846.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -57020.406250 Penalty: 3141.306641
	Iteration 2F: 3 clusters Score -57020.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57181.773438 Penalty: 3141.306641
	Iteration 3F: 3 clusters Score -57181.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -57352.585938 Penalty: 3141.306641
	Iteration 4Q: 3 clusters Score -57352.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -57520.894531 Penalty: 3141.306641
	Iteration 5Q: 3 clusters Score -57520.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -57621.515625 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -57621.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -57703.062500 Penalty: 3141.306641
	Iteration 7Q: 3 clusters Score -57703.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -57710.515625 Penalty: 3141.306641
	Iteration 8Q: 3 clusters Score -57710.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -57718.058594 Penalty: 3141.306641
	Iteration 9Q: 3 clusters Score -57718.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -57718.058594 Penalty: 3141.306641
	Iteration 10F: 3 clusters Score -57718.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Entering Unmasked Estep 
Score: -329233.593750 Penalty: 1951.516846
	Iteration 0F: 2 clusters Score -329233.6 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 1289 members 
Entering Unmasked Estep 
Score: -326193.968750 Penalty: 3903.033691
	Iteration 0F: 3 clusters Score -326194 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -326780.968750 Penalty: 3903.033691
	Iteration 1F: 3 clusters Score -326781 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -326913.593750 Penalty: 3903.033691
	Iteration 2F: 3 clusters Score -326913.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -326987.812500 Penalty: 3903.033691
	Iteration 3Q: 3 clusters Score -326987.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -327034.593750 Penalty: 3903.033691
	Iteration 4Q: 3 clusters Score -327034.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -327070.500000 Penalty: 3903.033691
	Iteration 5Q: 3 clusters Score -327070.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -327098.531250 Penalty: 3903.033691
	Iteration 6Q: 3 clusters Score -327098.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -327115.031250 Penalty: 3903.033691
	Iteration 7Q: 3 clusters Score -327115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -327123.843750 Penalty: 3903.033691
	Iteration 8Q: 3 clusters Score -327123.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -327127.843750 Penalty: 3903.033691
	Iteration 9Q: 3 clusters Score -327127.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -327131.218750 Penalty: 3903.033691
	Iteration 10Q: 3 clusters Score -327131.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -327133.437500 Penalty: 3903.033691
	Iteration 11Q: 3 clusters Score -327133.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -327136.312500 Penalty: 3903.033691
	Iteration 12Q: 3 clusters Score -327136.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -327137.156250 Penalty: 3903.033691
	Iteration 13Q: 3 clusters Score -327137.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -327137.656250 Penalty: 3903.033691
	Iteration 14Q: 3 clusters Score -327137.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -327138.093750 Penalty: 3903.033691
	Iteration 15Q: 3 clusters Score -327138.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -327138.093750 Penalty: 3903.033691
	Iteration 16F: 3 clusters Score -327138.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Entering Unmasked Estep 
Score: -1462926.625000 Penalty: 2333.702881
	Iteration 0F: 2 clusters Score -1462927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1453925.625000 Penalty: 4667.405762
	Iteration 0F: 3 clusters Score -1453926 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1456673.125000 Penalty: 4667.405762
	Iteration 1F: 3 clusters Score -1456673 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1457116.875000 Penalty: 4667.405762
	Iteration 2F: 3 clusters Score -1457117 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1457644.125000 Penalty: 4667.405762
	Iteration 3F: 3 clusters Score -1457644 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1458264.750000 Penalty: 4667.405762
	Iteration 4F: 3 clusters Score -1458265 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1458909.250000 Penalty: 4667.405762
	Iteration 5F: 3 clusters Score -1458909 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1459505.250000 Penalty: 4667.405762
	Iteration 6F: 3 clusters Score -1459505 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1459974.625000 Penalty: 4667.405762
	Iteration 7Q: 3 clusters Score -1459975 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1460378.000000 Penalty: 4667.405762
	Iteration 8Q: 3 clusters Score -1460378 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1460710.500000 Penalty: 4667.405762
	Iteration 9Q: 3 clusters Score -1460710 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1460982.875000 Penalty: 4667.405762
	Iteration 10Q: 3 clusters Score -1460983 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1461140.875000 Penalty: 4667.405762
	Iteration 11Q: 3 clusters Score -1461141 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1461226.250000 Penalty: 4667.405762
	Iteration 12Q: 3 clusters Score -1461226 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1461261.875000 Penalty: 4667.405762
	Iteration 13Q: 3 clusters Score -1461262 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1461289.875000 Penalty: 4667.405762
	Iteration 14Q: 3 clusters Score -1461290 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1461306.000000 Penalty: 4667.405762
	Iteration 15Q: 3 clusters Score -1461306 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1461322.000000 Penalty: 4667.405762
	Iteration 16Q: 3 clusters Score -1461322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1461334.250000 Penalty: 4667.405762
	Iteration 17Q: 3 clusters Score -1461334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1461339.000000 Penalty: 4667.405762
	Iteration 18Q: 3 clusters Score -1461339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1461345.000000 Penalty: 4667.405762
	Iteration 19Q: 3 clusters Score -1461345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1461350.375000 Penalty: 4667.405762
	Iteration 20F: 3 clusters Score -1461350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1461353.375000 Penalty: 4667.405762
	Iteration 21Q: 3 clusters Score -1461353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1461354.500000 Penalty: 4667.405762
	Iteration 22Q: 3 clusters Score -1461354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1461352.375000 Penalty: 4667.405762
	Iteration 23Q: 3 clusters Score -1461352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1461355.000000 Penalty: 4667.405762
	Iteration 24Q: 3 clusters Score -1461355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1461353.750000 Penalty: 4667.405762
	Iteration 25Q: 3 clusters Score -1461354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1461356.875000 Penalty: 4667.405762
	Iteration 26Q: 3 clusters Score -1461357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1461358.500000 Penalty: 4667.405762
	Iteration 27Q: 3 clusters Score -1461358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1461356.125000 Penalty: 4667.405762
	Iteration 28Q: 3 clusters Score -1461356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1461356.250000 Penalty: 4667.405762
	Iteration 29Q: 3 clusters Score -1461356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1461356.250000 Penalty: 4667.405762
	Iteration 30Q: 3 clusters Score -1461356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1461360.125000 Penalty: 4667.405762
	Iteration 31Q: 3 clusters Score -1461360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1461363.250000 Penalty: 4667.405762
	Iteration 32Q: 3 clusters Score -1461363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1461362.875000 Penalty: 4667.405762
	Iteration 33Q: 3 clusters Score -1461363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1461362.625000 Penalty: 4667.405762
	Iteration 34Q: 3 clusters Score -1461363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1461363.125000 Penalty: 4667.405762
	Iteration 35Q: 3 clusters Score -1461363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1461363.250000 Penalty: 4667.405762
	Iteration 36Q: 3 clusters Score -1461363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1461363.125000 Penalty: 4667.405762
	Iteration 37Q: 3 clusters Score -1461363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1461363.125000 Penalty: 4667.405762
	Iteration 38F: 3 clusters Score -1461363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -59266.429688 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -59266.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57708.359375 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -57708.36 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58305.871094 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -58305.87 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58865.871094 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -58865.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -59056.554688 Penalty: 3176.172607
	Iteration 3F: 3 clusters Score -59056.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59239.285156 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -59239.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59505.382812 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -59505.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59723.050781 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -59723.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59760.230469 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -59760.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -59768.238281 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -59768.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -59772.707031 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -59772.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59777.089844 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -59777.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59777.089844 Penalty: 3176.172607
	Iteration 11F: 3 clusters Score -59777.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2615 members 
Mstep: Class 4 contains 12211 members 
Mstep: Class 5 contains 281 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 171206 members 
Mstep: Class 9 contains 118745 members 
Mstep: Class 10 contains 124615 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 175571 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 49436 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6924 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 195360 members 
Mstep: Class 20 contains 63048 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 323 members 
Entering Unmasked Estep 
Score: -119282152.000000 Penalty: 75182.937500
Splitting cluster 5 changes total score from -119283480.000000 to -119282152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -61719.035156 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -61719.04 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 323 members 
Entering Unmasked Estep 
Score: -60269.835938 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -60269.84 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61074.695312 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -61074.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -61585.457031 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -61585.46 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -62107.269531 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -62107.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -62349.750000 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -62349.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -62404.476562 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -62404.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -62455.925781 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -62455.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -62517.812500 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -62517.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -62542.820312 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -62542.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -62551.328125 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -62551.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -62562.273438 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -62562.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -62583.000000 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -62583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -62594.269531 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -62594.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -62594.269531 Penalty: 3232.031738
	Iteration 13F: 3 clusters Score -62594.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2615 members 
Mstep: Class 4 contains 12211 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 206 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 171206 members 
Mstep: Class 9 contains 118745 members 
Mstep: Class 10 contains 124615 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 175571 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 49436 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6924 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 195360 members 
Mstep: Class 20 contains 63048 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 470 members 
Entering Unmasked Estep 
Score: -119282472.000000 Penalty: 75182.937500
Splitting cluster 6 changes total score from -119283480.000000 to -119282472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -77373.289062 Penalty: 1630.964355
	Iteration 0F: 2 clusters Score -77373.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -75746.593750 Penalty: 3261.928711
	Iteration 0F: 3 clusters Score -75746.59 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -76071.476562 Penalty: 3261.928711
	Iteration 1F: 3 clusters Score -76071.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76145.429688 Penalty: 3261.928711
	Iteration 2Q: 3 clusters Score -76145.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -76203.656250 Penalty: 3261.928711
	Iteration 3Q: 3 clusters Score -76203.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -76249.976562 Penalty: 3261.928711
	Iteration 4Q: 3 clusters Score -76249.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -76284.460938 Penalty: 3261.928711
	Iteration 5Q: 3 clusters Score -76284.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76297.390625 Penalty: 3261.928711
	Iteration 6Q: 3 clusters Score -76297.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -76310.031250 Penalty: 3261.928711
	Iteration 7Q: 3 clusters Score -76310.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76311.398438 Penalty: 3261.928711
	Iteration 8Q: 3 clusters Score -76311.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76312.296875 Penalty: 3261.928711
	Iteration 9Q: 3 clusters Score -76312.3 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: -76314.359375 Penalty: 3261.928711
	Iteration 10Q: 3 clusters Score -76314.36 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: -76314.359375 Penalty: 3261.928711
	Iteration 11F: 3 clusters Score -76314.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (171206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171206 members 
Entering Unmasked Estep 
Score: -21599130.000000 Penalty: 2988.554443
	Iteration 0F: 2 clusters Score -2.159913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85457 members 
Mstep: Class 2 contains 85749 members 
Entering Unmasked Estep 
Score: -21484952.000000 Penalty: 5977.108887
	Iteration 0F: 3 clusters Score -2.148495e+07 nChanged 82002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83157 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -21532758.000000 Penalty: 5977.108887
	Iteration 1F: 3 clusters Score -2.153276e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81295 members 
Mstep: Class 2 contains 89911 members 
Entering Unmasked Estep 
Score: -21534122.000000 Penalty: 5977.108887
	Iteration 2Q: 3 clusters Score -2.153412e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78403 members 
Mstep: Class 2 contains 92803 members 
Entering Unmasked Estep 
Score: -21535924.000000 Penalty: 5977.108887
	Iteration 3Q: 3 clusters Score -2.153592e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74223 members 
Mstep: Class 2 contains 96983 members 
Entering Unmasked Estep 
Score: -21538546.000000 Penalty: 5977.108887
	Iteration 4Q: 3 clusters Score -2.153855e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68172 members 
Mstep: Class 2 contains 103034 members 
Entering Unmasked Estep 
Score: -21542530.000000 Penalty: 5977.108887
	Iteration 5Q: 3 clusters Score -2.154253e+07 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 111136 members 
Entering Unmasked Estep 
Score: -21548412.000000 Penalty: 5977.108887
	Iteration 6F: 3 clusters Score -2.154841e+07 nChanged 11442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 121288 members 
Entering Unmasked Estep 
Score: -21556784.000000 Penalty: 5977.108887
	Iteration 7F: 3 clusters Score -2.155678e+07 nChanged 11987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 132379 members 
Entering Unmasked Estep 
Score: -21566662.000000 Penalty: 5977.108887
	Iteration 8F: 3 clusters Score -2.156666e+07 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 142157 members 
Entering Unmasked Estep 
Score: -21575552.000000 Penalty: 5977.108887
	Iteration 9F: 3 clusters Score -2.157555e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 149621 members 
Entering Unmasked Estep 
Score: -21582498.000000 Penalty: 5977.108887
	Iteration 10Q: 3 clusters Score -2.15825e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 154995 members 
Entering Unmasked Estep 
Score: -21587188.000000 Penalty: 5977.108887
	Iteration 11Q: 3 clusters Score -2.158719e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 158793 members 
Entering Unmasked Estep 
Score: -21589958.000000 Penalty: 5977.108887
	Iteration 12Q: 3 clusters Score -2.158996e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 161725 members 
Entering Unmasked Estep 
Score: -21591896.000000 Penalty: 5977.108887
	Iteration 13Q: 3 clusters Score -2.15919e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 163945 members 
Entering Unmasked Estep 
Score: -21593348.000000 Penalty: 5977.108887
	Iteration 14Q: 3 clusters Score -2.159335e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 165625 members 
Entering Unmasked Estep 
Score: -21594284.000000 Penalty: 5977.108887
	Iteration 15Q: 3 clusters Score -2.159428e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 166927 members 
Entering Unmasked Estep 
Score: -21595112.000000 Penalty: 5977.108887
	Iteration 16Q: 3 clusters Score -2.159511e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 167855 members 
Entering Unmasked Estep 
Score: -21595588.000000 Penalty: 5977.108887
	Iteration 17Q: 3 clusters Score -2.159559e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 168503 members 
Entering Unmasked Estep 
Score: -21595830.000000 Penalty: 5977.108887
	Iteration 18Q: 3 clusters Score -2.159583e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 168960 members 
Entering Unmasked Estep 
Score: -21596070.000000 Penalty: 5977.108887
	Iteration 19Q: 3 clusters Score -2.159607e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 169277 members 
Entering Unmasked Estep 
Score: -21596198.000000 Penalty: 5977.108887
	Iteration 20F: 3 clusters Score -2.15962e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 169523 members 
Entering Unmasked Estep 
Score: -21596328.000000 Penalty: 5977.108887
	Iteration 21Q: 3 clusters Score -2.159633e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 169693 members 
Entering Unmasked Estep 
Score: -21596424.000000 Penalty: 5977.108887
	Iteration 22Q: 3 clusters Score -2.159642e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 169826 members 
Entering Unmasked Estep 
Score: -21596506.000000 Penalty: 5977.108887
	Iteration 23Q: 3 clusters Score -2.159651e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 169924 members 
Entering Unmasked Estep 
Score: -21596560.000000 Penalty: 5977.108887
	Iteration 24Q: 3 clusters Score -2.159656e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 170004 members 
Entering Unmasked Estep 
Score: -21596580.000000 Penalty: 5977.108887
	Iteration 25Q: 3 clusters Score -2.159658e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 170070 members 
Entering Unmasked Estep 
Score: -21596598.000000 Penalty: 5977.108887
	Iteration 26Q: 3 clusters Score -2.15966e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 170130 members 
Entering Unmasked Estep 
Score: -21596676.000000 Penalty: 5977.108887
	Iteration 27Q: 3 clusters Score -2.159668e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 170165 members 
Entering Unmasked Estep 
Score: -21596680.000000 Penalty: 5977.108887
	Iteration 28Q: 3 clusters Score -2.159668e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 170189 members 
Entering Unmasked Estep 
Score: -21596700.000000 Penalty: 5977.108887
	Iteration 29Q: 3 clusters Score -2.15967e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 170209 members 
Entering Unmasked Estep 
Score: -21596688.000000 Penalty: 5977.108887
	Iteration 30Q: 3 clusters Score -2.159669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 170219 members 
Entering Unmasked Estep 
Score: -21596698.000000 Penalty: 5977.108887
	Iteration 31Q: 3 clusters Score -2.15967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 170230 members 
Entering Unmasked Estep 
Score: -21596704.000000 Penalty: 5977.108887
	Iteration 32Q: 3 clusters Score -2.15967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 170237 members 
Entering Unmasked Estep 
Score: -21596712.000000 Penalty: 5977.108887
	Iteration 33Q: 3 clusters Score -2.159671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 170239 members 
Entering Unmasked Estep 
Score: -21596708.000000 Penalty: 5977.108887
	Iteration 34Q: 3 clusters Score -2.159671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 170245 members 
Entering Unmasked Estep 
Score: -21596710.000000 Penalty: 5977.108887
	Iteration 35Q: 3 clusters Score -2.159671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 170249 members 
Entering Unmasked Estep 
Score: -21596700.000000 Penalty: 5977.108887
	Iteration 36Q: 3 clusters Score -2.15967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 170250 members 
Entering Unmasked Estep 
Score: -21596688.000000 Penalty: 5977.108887
	Iteration 37Q: 3 clusters Score -2.159669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 170253 members 
Entering Unmasked Estep 
Score: -21596698.000000 Penalty: 5977.108887
	Iteration 38Q: 3 clusters Score -2.15967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 170255 members 
Entering Unmasked Estep 
Score: -21596696.000000 Penalty: 5977.108887
	Iteration 39Q: 3 clusters Score -2.15967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 170255 members 
Entering Unmasked Estep 
Score: -21596698.000000 Penalty: 5977.108887
	Iteration 40F: 3 clusters Score -2.15967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 170257 members 
Entering Unmasked Estep 
Score: -21596684.000000 Penalty: 5977.108887
	Iteration 41Q: 3 clusters Score -2.159668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 170260 members 
Entering Unmasked Estep 
Score: -21596702.000000 Penalty: 5977.108887
	Iteration 42Q: 3 clusters Score -2.15967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 170263 members 
Entering Unmasked Estep 
Score: -21596714.000000 Penalty: 5977.108887
	Iteration 43Q: 3 clusters Score -2.159671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 170264 members 
Entering Unmasked Estep 
Score: -21596724.000000 Penalty: 5977.108887
	Iteration 44Q: 3 clusters Score -2.159672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 170266 members 
Entering Unmasked Estep 
Score: -21596724.000000 Penalty: 5977.108887
	Iteration 45Q: 3 clusters Score -2.159672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 170267 members 
Entering Unmasked Estep 
Score: -21596720.000000 Penalty: 5977.108887
	Iteration 46Q: 3 clusters Score -2.159672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 170267 members 
Entering Unmasked Estep 
Score: -21596720.000000 Penalty: 5977.108887
	Iteration 47Q: 3 clusters Score -2.159672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 170268 members 
Entering Unmasked Estep 
Score: -21596720.000000 Penalty: 5977.108887
	Iteration 48Q: 3 clusters Score -2.159672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 170269 members 
Entering Unmasked Estep 
Score: -21596712.000000 Penalty: 5977.108887
	Iteration 49Q: 3 clusters Score -2.159671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 170269 members 
Entering Unmasked Estep 
Score: -21596712.000000 Penalty: 5977.108887
	Iteration 50F: 3 clusters Score -2.159671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (118745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118745 members 
Entering Unmasked Estep 
Score: -15008290.000000 Penalty: 2897.813965
	Iteration 0F: 2 clusters Score -1.500829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -14928634.000000 Penalty: 5795.627930
	Iteration 0F: 3 clusters Score -1.492863e+07 nChanged 56364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 56445 members 
Entering Unmasked Estep 
Score: -14961913.000000 Penalty: 5795.627930
	Iteration 1F: 3 clusters Score -1.496191e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63821 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -14963275.000000 Penalty: 5795.627930
	Iteration 2Q: 3 clusters Score -1.496328e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65902 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -14965089.000000 Penalty: 5795.627930
	Iteration 3Q: 3 clusters Score -1.496509e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68788 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -14967724.000000 Penalty: 5795.627930
	Iteration 4Q: 3 clusters Score -1.496772e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72592 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -14971273.000000 Penalty: 5795.627930
	Iteration 5Q: 3 clusters Score -1.497127e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77219 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -14975568.000000 Penalty: 5795.627930
	Iteration 6F: 3 clusters Score -1.497557e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -14980634.000000 Penalty: 5795.627930
	Iteration 7F: 3 clusters Score -1.498063e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87151 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -14985204.000000 Penalty: 5795.627930
	Iteration 8F: 3 clusters Score -1.49852e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91501 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -14989062.000000 Penalty: 5795.627930
	Iteration 9Q: 3 clusters Score -1.498906e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95306 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -14992097.000000 Penalty: 5795.627930
	Iteration 10Q: 3 clusters Score -1.49921e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98605 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -14994454.000000 Penalty: 5795.627930
	Iteration 11Q: 3 clusters Score -1.499445e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101587 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -14996139.000000 Penalty: 5795.627930
	Iteration 12Q: 3 clusters Score -1.499614e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104347 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -14997703.000000 Penalty: 5795.627930
	Iteration 13Q: 3 clusters Score -1.49977e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106887 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -14999248.000000 Penalty: 5795.627930
	Iteration 14Q: 3 clusters Score -1.499925e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109207 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -15000564.000000 Penalty: 5795.627930
	Iteration 15Q: 3 clusters Score -1.500056e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111239 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -15001719.000000 Penalty: 5795.627930
	Iteration 16Q: 3 clusters Score -1.500172e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112955 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -15002810.000000 Penalty: 5795.627930
	Iteration 17Q: 3 clusters Score -1.500281e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114358 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -15003705.000000 Penalty: 5795.627930
	Iteration 18Q: 3 clusters Score -1.50037e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115401 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -15004351.000000 Penalty: 5795.627930
	Iteration 19Q: 3 clusters Score -1.500435e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116135 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -15004711.000000 Penalty: 5795.627930
	Iteration 20F: 3 clusters Score -1.500471e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116654 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -15005039.000000 Penalty: 5795.627930
	Iteration 21Q: 3 clusters Score -1.500504e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117015 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -15005216.000000 Penalty: 5795.627930
	Iteration 22Q: 3 clusters Score -1.500522e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117286 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -15005385.000000 Penalty: 5795.627930
	Iteration 23Q: 3 clusters Score -1.500538e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117470 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -15005487.000000 Penalty: 5795.627930
	Iteration 24Q: 3 clusters Score -1.500549e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117626 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -15005582.000000 Penalty: 5795.627930
	Iteration 25Q: 3 clusters Score -1.500558e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117737 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -15005624.000000 Penalty: 5795.627930
	Iteration 26Q: 3 clusters Score -1.500562e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117806 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -15005643.000000 Penalty: 5795.627930
	Iteration 27Q: 3 clusters Score -1.500564e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117855 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -15005680.000000 Penalty: 5795.627930
	Iteration 28Q: 3 clusters Score -1.500568e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -15005681.000000 Penalty: 5795.627930
	Iteration 29Q: 3 clusters Score -1.500568e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117911 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -15005711.000000 Penalty: 5795.627930
	Iteration 30Q: 3 clusters Score -1.500571e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117929 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -15005706.000000 Penalty: 5795.627930
	Iteration 31Q: 3 clusters Score -1.500571e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117944 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -15005728.000000 Penalty: 5795.627930
	Iteration 32Q: 3 clusters Score -1.500573e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117962 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -15005753.000000 Penalty: 5795.627930
	Iteration 33Q: 3 clusters Score -1.500575e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117980 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -15005750.000000 Penalty: 5795.627930
	Iteration 34Q: 3 clusters Score -1.500575e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117985 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -15005758.000000 Penalty: 5795.627930
	Iteration 35Q: 3 clusters Score -1.500576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117995 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -15005762.000000 Penalty: 5795.627930
	Iteration 36Q: 3 clusters Score -1.500576e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118006 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -15005765.000000 Penalty: 5795.627930
	Iteration 37Q: 3 clusters Score -1.500576e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118014 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -15005788.000000 Penalty: 5795.627930
	Iteration 38Q: 3 clusters Score -1.500579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118019 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -15005798.000000 Penalty: 5795.627930
	Iteration 39Q: 3 clusters Score -1.50058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118022 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -15005809.000000 Penalty: 5795.627930
	Iteration 40F: 3 clusters Score -1.500581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118023 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -15005805.000000 Penalty: 5795.627930
	Iteration 41Q: 3 clusters Score -1.50058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118028 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -15005811.000000 Penalty: 5795.627930
	Iteration 42Q: 3 clusters Score -1.500581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118030 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -15005827.000000 Penalty: 5795.627930
	Iteration 43Q: 3 clusters Score -1.500583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118032 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -15005832.000000 Penalty: 5795.627930
	Iteration 44Q: 3 clusters Score -1.500583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118032 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -15005834.000000 Penalty: 5795.627930
	Iteration 45Q: 3 clusters Score -1.500583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118032 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -15005834.000000 Penalty: 5795.627930
	Iteration 46F: 3 clusters Score -1.500583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (124615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124615 members 
Entering Unmasked Estep 
Score: -15783708.000000 Penalty: 2909.780273
	Iteration 0F: 2 clusters Score -1.578371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62589 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -15700629.000000 Penalty: 5819.560547
	Iteration 0F: 3 clusters Score -1.570063e+07 nChanged 59093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 59123 members 
Entering Unmasked Estep 
Score: -15734633.000000 Penalty: 5819.560547
	Iteration 1F: 3 clusters Score -1.573463e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -15735872.000000 Penalty: 5819.560547
	Iteration 2Q: 3 clusters Score -1.573587e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -15737458.000000 Penalty: 5819.560547
	Iteration 3Q: 3 clusters Score -1.573746e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73537 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -15739594.000000 Penalty: 5819.560547
	Iteration 4Q: 3 clusters Score -1.573959e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78728 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -15743116.000000 Penalty: 5819.560547
	Iteration 5F: 3 clusters Score -1.574312e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85499 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -15748281.000000 Penalty: 5819.560547
	Iteration 6F: 3 clusters Score -1.574828e+07 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93561 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -15755114.000000 Penalty: 5819.560547
	Iteration 7F: 3 clusters Score -1.575511e+07 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101648 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -15762307.000000 Penalty: 5819.560547
	Iteration 8F: 3 clusters Score -1.576231e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108459 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -15768439.000000 Penalty: 5819.560547
	Iteration 9F: 3 clusters Score -1.576844e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113650 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -15772999.000000 Penalty: 5819.560547
	Iteration 10Q: 3 clusters Score -1.5773e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117294 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -15776002.000000 Penalty: 5819.560547
	Iteration 11Q: 3 clusters Score -1.5776e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119764 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -15777890.000000 Penalty: 5819.560547
	Iteration 12Q: 3 clusters Score -1.577789e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121398 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -15779123.000000 Penalty: 5819.560547
	Iteration 13Q: 3 clusters Score -1.577912e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122508 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -15779905.000000 Penalty: 5819.560547
	Iteration 14Q: 3 clusters Score -1.57799e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123188 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -15780375.000000 Penalty: 5819.560547
	Iteration 15Q: 3 clusters Score -1.578038e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123590 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -15780693.000000 Penalty: 5819.560547
	Iteration 16Q: 3 clusters Score -1.578069e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123816 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -15780814.000000 Penalty: 5819.560547
	Iteration 17Q: 3 clusters Score -1.578081e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123922 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -15780913.000000 Penalty: 5819.560547
	Iteration 18Q: 3 clusters Score -1.578091e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123999 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -15780977.000000 Penalty: 5819.560547
	Iteration 19Q: 3 clusters Score -1.578098e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124055 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -15781031.000000 Penalty: 5819.560547
	Iteration 20F: 3 clusters Score -1.578103e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124091 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -15781077.000000 Penalty: 5819.560547
	Iteration 21Q: 3 clusters Score -1.578108e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124112 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -15781096.000000 Penalty: 5819.560547
	Iteration 22Q: 3 clusters Score -1.57811e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124132 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -15781115.000000 Penalty: 5819.560547
	Iteration 23Q: 3 clusters Score -1.578112e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124144 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -15781118.000000 Penalty: 5819.560547
	Iteration 24Q: 3 clusters Score -1.578112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124155 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -15781136.000000 Penalty: 5819.560547
	Iteration 25Q: 3 clusters Score -1.578114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124158 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -15781149.000000 Penalty: 5819.560547
	Iteration 26Q: 3 clusters Score -1.578115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124161 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -15781156.000000 Penalty: 5819.560547
	Iteration 27Q: 3 clusters Score -1.578116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124165 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -15781161.000000 Penalty: 5819.560547
	Iteration 28Q: 3 clusters Score -1.578116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124168 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -15781155.000000 Penalty: 5819.560547
	Iteration 29Q: 3 clusters Score -1.578116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124167 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -15781167.000000 Penalty: 5819.560547
	Iteration 30Q: 3 clusters Score -1.578117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124169 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -15781167.000000 Penalty: 5819.560547
	Iteration 31Q: 3 clusters Score -1.578117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124172 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -15781168.000000 Penalty: 5819.560547
	Iteration 32Q: 3 clusters Score -1.578117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124172 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -15781168.000000 Penalty: 5819.560547
	Iteration 33F: 3 clusters Score -1.578117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -75501.640625 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -75501.64 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 360 members 
Entering Unmasked Estep 
Score: -73840.789062 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -73840.79 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -74302.250000 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -74302.25 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74763.054688 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -74763.05 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -75146.726562 Penalty: 3270.829102
	Iteration 3F: 3 clusters Score -75146.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75401.539062 Penalty: 3270.829102
	Iteration 4Q: 3 clusters Score -75401.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -75553.351562 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -75553.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75655.390625 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -75655.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75695.492188 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -75695.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75707.914062 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -75707.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75716.515625 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -75716.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -75721.289062 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -75721.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -75724.375000 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -75724.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -75729.593750 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -75729.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75736.906250 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -75736.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -75751.500000 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -75751.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75754.195312 Penalty: 3270.829102
	Iteration 15Q: 3 clusters Score -75754.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75755.984375 Penalty: 3270.829102
	Iteration 16Q: 3 clusters Score -75755.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75758.101562 Penalty: 3270.829102
	Iteration 17Q: 3 clusters Score -75758.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75758.101562 Penalty: 3270.829102
	Iteration 18F: 3 clusters Score -75758.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2615 members 
Mstep: Class 4 contains 12211 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 171206 members 
Mstep: Class 9 contains 118745 members 
Mstep: Class 10 contains 124615 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 175571 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 49436 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6924 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 195360 members 
Mstep: Class 20 contains 63048 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 297 members 
Entering Unmasked Estep 
Score: -119282040.000000 Penalty: 75182.937500
Splitting cluster 11 changes total score from -119283480.000000 to -119282040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -147411.468750 Penalty: 1762.234985
	Iteration 0F: 2 clusters Score -147411.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -145306.843750 Penalty: 3524.469971
	Iteration 0F: 3 clusters Score -145306.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -145632.906250 Penalty: 3524.469971
	Iteration 1F: 3 clusters Score -145632.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -145717.750000 Penalty: 3524.469971
	Iteration 2F: 3 clusters Score -145717.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -145753.718750 Penalty: 3524.469971
	Iteration 3Q: 3 clusters Score -145753.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -145775.968750 Penalty: 3524.469971
	Iteration 4Q: 3 clusters Score -145776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -145784.796875 Penalty: 3524.469971
	Iteration 5Q: 3 clusters Score -145784.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -145790.093750 Penalty: 3524.469971
	Iteration 6Q: 3 clusters Score -145790.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -145795.218750 Penalty: 3524.469971
	Iteration 7Q: 3 clusters Score -145795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -145799.812500 Penalty: 3524.469971
	Iteration 8Q: 3 clusters Score -145799.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -145803.625000 Penalty: 3524.469971
	Iteration 9Q: 3 clusters Score -145803.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -145806.437500 Penalty: 3524.469971
	Iteration 10Q: 3 clusters Score -145806.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -145809.390625 Penalty: 3524.469971
	Iteration 11Q: 3 clusters Score -145809.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -145812.296875 Penalty: 3524.469971
	Iteration 12Q: 3 clusters Score -145812.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -145813.546875 Penalty: 3524.469971
	Iteration 13Q: 3 clusters Score -145813.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -145814.062500 Penalty: 3524.469971
	Iteration 14Q: 3 clusters Score -145814.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -145814.593750 Penalty: 3524.469971
	Iteration 15Q: 3 clusters Score -145814.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -145814.593750 Penalty: 3524.469971
	Iteration 16F: 3 clusters Score -145814.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (175571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175571 members 
Entering Unmasked Estep 
Score: -22089508.000000 Penalty: 2994.798096
	Iteration 0F: 2 clusters Score -2.208951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87864 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -21972884.000000 Penalty: 5989.596191
	Iteration 0F: 3 clusters Score -2.197288e+07 nChanged 84430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90292 members 
Mstep: Class 2 contains 85279 members 
Entering Unmasked Estep 
Score: -22021844.000000 Penalty: 5989.596191
	Iteration 1F: 3 clusters Score -2.202184e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91837 members 
Mstep: Class 2 contains 83734 members 
Entering Unmasked Estep 
Score: -22023044.000000 Penalty: 5989.596191
	Iteration 2Q: 3 clusters Score -2.202304e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94210 members 
Mstep: Class 2 contains 81361 members 
Entering Unmasked Estep 
Score: -22024740.000000 Penalty: 5989.596191
	Iteration 3Q: 3 clusters Score -2.202474e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97770 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -22027144.000000 Penalty: 5989.596191
	Iteration 4Q: 3 clusters Score -2.202714e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102932 members 
Mstep: Class 2 contains 72639 members 
Entering Unmasked Estep 
Score: -22031114.000000 Penalty: 5989.596191
	Iteration 5Q: 3 clusters Score -2.203111e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109977 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -22037184.000000 Penalty: 5989.596191
	Iteration 6F: 3 clusters Score -2.203718e+07 nChanged 11649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118668 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -22045074.000000 Penalty: 5989.596191
	Iteration 7F: 3 clusters Score -2.204507e+07 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128062 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -22054600.000000 Penalty: 5989.596191
	Iteration 8F: 3 clusters Score -2.20546e+07 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136295 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -22063686.000000 Penalty: 5989.596191
	Iteration 9F: 3 clusters Score -2.206369e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142400 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -22070904.000000 Penalty: 5989.596191
	Iteration 10Q: 3 clusters Score -2.20709e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146440 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -22075002.000000 Penalty: 5989.596191
	Iteration 11Q: 3 clusters Score -2.2075e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149469 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -22076962.000000 Penalty: 5989.596191
	Iteration 12Q: 3 clusters Score -2.207696e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152186 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -22078268.000000 Penalty: 5989.596191
	Iteration 13Q: 3 clusters Score -2.207827e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154713 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -22079340.000000 Penalty: 5989.596191
	Iteration 14Q: 3 clusters Score -2.207934e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157108 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -22080294.000000 Penalty: 5989.596191
	Iteration 15Q: 3 clusters Score -2.208029e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159398 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -22081194.000000 Penalty: 5989.596191
	Iteration 16Q: 3 clusters Score -2.208119e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161506 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -22081988.000000 Penalty: 5989.596191
	Iteration 17Q: 3 clusters Score -2.208199e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163458 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -22082804.000000 Penalty: 5989.596191
	Iteration 18Q: 3 clusters Score -2.20828e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165162 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -22083588.000000 Penalty: 5989.596191
	Iteration 19Q: 3 clusters Score -2.208359e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166737 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -22084306.000000 Penalty: 5989.596191
	Iteration 20F: 3 clusters Score -2.208431e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168122 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -22084968.000000 Penalty: 5989.596191
	Iteration 21Q: 3 clusters Score -2.208497e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169353 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -22085522.000000 Penalty: 5989.596191
	Iteration 22Q: 3 clusters Score -2.208552e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170344 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -22085952.000000 Penalty: 5989.596191
	Iteration 23Q: 3 clusters Score -2.208595e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171119 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -22086210.000000 Penalty: 5989.596191
	Iteration 24Q: 3 clusters Score -2.208621e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171761 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -22086380.000000 Penalty: 5989.596191
	Iteration 25Q: 3 clusters Score -2.208638e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172288 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -22086628.000000 Penalty: 5989.596191
	Iteration 26Q: 3 clusters Score -2.208663e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172677 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -22086734.000000 Penalty: 5989.596191
	Iteration 27Q: 3 clusters Score -2.208673e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173000 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -22086868.000000 Penalty: 5989.596191
	Iteration 28Q: 3 clusters Score -2.208687e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173282 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -22087024.000000 Penalty: 5989.596191
	Iteration 29Q: 3 clusters Score -2.208702e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173489 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -22087072.000000 Penalty: 5989.596191
	Iteration 30Q: 3 clusters Score -2.208707e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173647 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -22087134.000000 Penalty: 5989.596191
	Iteration 31Q: 3 clusters Score -2.208713e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173767 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -22087186.000000 Penalty: 5989.596191
	Iteration 32Q: 3 clusters Score -2.208719e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173860 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -22087222.000000 Penalty: 5989.596191
	Iteration 33Q: 3 clusters Score -2.208722e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173942 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -22087226.000000 Penalty: 5989.596191
	Iteration 34Q: 3 clusters Score -2.208723e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174016 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -22087262.000000 Penalty: 5989.596191
	Iteration 35Q: 3 clusters Score -2.208726e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174069 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -22087284.000000 Penalty: 5989.596191
	Iteration 36Q: 3 clusters Score -2.208728e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174118 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -22087270.000000 Penalty: 5989.596191
	Iteration 37Q: 3 clusters Score -2.208727e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174156 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -22087304.000000 Penalty: 5989.596191
	Iteration 38Q: 3 clusters Score -2.20873e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174188 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -22087308.000000 Penalty: 5989.596191
	Iteration 39Q: 3 clusters Score -2.208731e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174217 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -22087328.000000 Penalty: 5989.596191
	Iteration 40F: 3 clusters Score -2.208733e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174244 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -22087336.000000 Penalty: 5989.596191
	Iteration 41Q: 3 clusters Score -2.208734e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174271 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -22087332.000000 Penalty: 5989.596191
	Iteration 42Q: 3 clusters Score -2.208733e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174291 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -22087342.000000 Penalty: 5989.596191
	Iteration 43Q: 3 clusters Score -2.208734e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174306 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -22087342.000000 Penalty: 5989.596191
	Iteration 44Q: 3 clusters Score -2.208734e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174320 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -22087342.000000 Penalty: 5989.596191
	Iteration 45Q: 3 clusters Score -2.208734e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174335 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -22087360.000000 Penalty: 5989.596191
	Iteration 46Q: 3 clusters Score -2.208736e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174349 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -22087370.000000 Penalty: 5989.596191
	Iteration 47Q: 3 clusters Score -2.208737e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174363 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -22087380.000000 Penalty: 5989.596191
	Iteration 48Q: 3 clusters Score -2.208738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174370 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -22087402.000000 Penalty: 5989.596191
	Iteration 49Q: 3 clusters Score -2.20874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174377 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -22087384.000000 Penalty: 5989.596191
	Iteration 50Q: 3 clusters Score -2.208738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174384 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -22087404.000000 Penalty: 5989.596191
	Iteration 51Q: 3 clusters Score -2.20874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174387 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -22087406.000000 Penalty: 5989.596191
	Iteration 52Q: 3 clusters Score -2.208741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174390 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -22087416.000000 Penalty: 5989.596191
	Iteration 53Q: 3 clusters Score -2.208742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174392 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -22087412.000000 Penalty: 5989.596191
	Iteration 54Q: 3 clusters Score -2.208741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174396 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -22087398.000000 Penalty: 5989.596191
	Iteration 55Q: 3 clusters Score -2.20874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174399 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -22087404.000000 Penalty: 5989.596191
	Iteration 56Q: 3 clusters Score -2.20874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174404 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -22087392.000000 Penalty: 5989.596191
	Iteration 57Q: 3 clusters Score -2.208739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174412 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -22087400.000000 Penalty: 5989.596191
	Iteration 58Q: 3 clusters Score -2.20874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174414 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -22087394.000000 Penalty: 5989.596191
	Iteration 59Q: 3 clusters Score -2.208739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174416 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -22087390.000000 Penalty: 5989.596191
	Iteration 60F: 3 clusters Score -2.208739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174419 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -22087392.000000 Penalty: 5989.596191
	Iteration 61Q: 3 clusters Score -2.208739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174421 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -22087388.000000 Penalty: 5989.596191
	Iteration 62Q: 3 clusters Score -2.208739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174423 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -22087402.000000 Penalty: 5989.596191
	Iteration 63Q: 3 clusters Score -2.20874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174426 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -22087394.000000 Penalty: 5989.596191
	Iteration 64Q: 3 clusters Score -2.208739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174428 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -22087400.000000 Penalty: 5989.596191
	Iteration 65Q: 3 clusters Score -2.20874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174429 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -22087398.000000 Penalty: 5989.596191
	Iteration 66Q: 3 clusters Score -2.20874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174429 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -22087398.000000 Penalty: 5989.596191
	Iteration 67F: 3 clusters Score -2.20874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -174423.546875 Penalty: 1805.099976
	Iteration 0F: 2 clusters Score -174423.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -172155.625000 Penalty: 3610.199951
	Iteration 0F: 3 clusters Score -172155.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -172502.390625 Penalty: 3610.199951
	Iteration 1F: 3 clusters Score -172502.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -172574.156250 Penalty: 3610.199951
	Iteration 2F: 3 clusters Score -172574.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -172601.812500 Penalty: 3610.199951
	Iteration 3Q: 3 clusters Score -172601.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -172623.296875 Penalty: 3610.199951
	Iteration 4Q: 3 clusters Score -172623.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -172643.250000 Penalty: 3610.199951
	Iteration 5Q: 3 clusters Score -172643.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -172658.046875 Penalty: 3610.199951
	Iteration 6Q: 3 clusters Score -172658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -172663.750000 Penalty: 3610.199951
	Iteration 7Q: 3 clusters Score -172663.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -172670.000000 Penalty: 3610.199951
	Iteration 8Q: 3 clusters Score -172670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -172676.093750 Penalty: 3610.199951
	Iteration 9Q: 3 clusters Score -172676.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -172680.578125 Penalty: 3610.199951
	Iteration 10Q: 3 clusters Score -172680.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -172685.031250 Penalty: 3610.199951
	Iteration 11Q: 3 clusters Score -172685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -172688.312500 Penalty: 3610.199951
	Iteration 12Q: 3 clusters Score -172688.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -172691.906250 Penalty: 3610.199951
	Iteration 13Q: 3 clusters Score -172691.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -172694.421875 Penalty: 3610.199951
	Iteration 14Q: 3 clusters Score -172694.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -172695.968750 Penalty: 3610.199951
	Iteration 15Q: 3 clusters Score -172696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -172698.484375 Penalty: 3610.199951
	Iteration 16Q: 3 clusters Score -172698.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -172699.828125 Penalty: 3610.199951
	Iteration 17Q: 3 clusters Score -172699.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -172701.343750 Penalty: 3610.199951
	Iteration 18Q: 3 clusters Score -172701.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -172702.078125 Penalty: 3610.199951
	Iteration 19Q: 3 clusters Score -172702.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -172704.734375 Penalty: 3610.199951
	Iteration 20F: 3 clusters Score -172704.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -172706.921875 Penalty: 3610.199951
	Iteration 21Q: 3 clusters Score -172706.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -172707.546875 Penalty: 3610.199951
	Iteration 22Q: 3 clusters Score -172707.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -172709.593750 Penalty: 3610.199951
	Iteration 23Q: 3 clusters Score -172709.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -172711.812500 Penalty: 3610.199951
	Iteration 24Q: 3 clusters Score -172711.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -172713.421875 Penalty: 3610.199951
	Iteration 25Q: 3 clusters Score -172713.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -172715.593750 Penalty: 3610.199951
	Iteration 26Q: 3 clusters Score -172715.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -172716.312500 Penalty: 3610.199951
	Iteration 27Q: 3 clusters Score -172716.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -172716.312500 Penalty: 3610.199951
	Iteration 28F: 3 clusters Score -172716.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Entering Unmasked Estep 
Score: -6282599.500000 Penalty: 2680.491699
	Iteration 0F: 2 clusters Score -6282600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -6249217.000000 Penalty: 5360.983398
	Iteration 0F: 3 clusters Score -6249217 nChanged 22918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -6262286.000000 Penalty: 5360.983398
	Iteration 1F: 3 clusters Score -6262286 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -6263066.500000 Penalty: 5360.983398
	Iteration 2Q: 3 clusters Score -6263066 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -6264169.000000 Penalty: 5360.983398
	Iteration 3Q: 3 clusters Score -6264169 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -6265710.500000 Penalty: 5360.983398
	Iteration 4F: 3 clusters Score -6265710 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -6267945.500000 Penalty: 5360.983398
	Iteration 5F: 3 clusters Score -6267946 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -6270739.500000 Penalty: 5360.983398
	Iteration 6F: 3 clusters Score -6270740 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -6273712.000000 Penalty: 5360.983398
	Iteration 7F: 3 clusters Score -6273712 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -6275929.000000 Penalty: 5360.983398
	Iteration 8F: 3 clusters Score -6275929 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -6277451.000000 Penalty: 5360.983398
	Iteration 9Q: 3 clusters Score -6277451 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -6278425.500000 Penalty: 5360.983398
	Iteration 10Q: 3 clusters Score -6278426 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -6279124.000000 Penalty: 5360.983398
	Iteration 11Q: 3 clusters Score -6279124 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -6279587.500000 Penalty: 5360.983398
	Iteration 12Q: 3 clusters Score -6279588 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -6279938.500000 Penalty: 5360.983398
	Iteration 13Q: 3 clusters Score -6279938 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -6280228.500000 Penalty: 5360.983398
	Iteration 14Q: 3 clusters Score -6280228 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -6280431.500000 Penalty: 5360.983398
	Iteration 15Q: 3 clusters Score -6280432 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -6280571.000000 Penalty: 5360.983398
	Iteration 16Q: 3 clusters Score -6280571 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -6280715.500000 Penalty: 5360.983398
	Iteration 17Q: 3 clusters Score -6280716 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -6280825.500000 Penalty: 5360.983398
	Iteration 18Q: 3 clusters Score -6280826 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -6280913.000000 Penalty: 5360.983398
	Iteration 19Q: 3 clusters Score -6280913 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -6280991.500000 Penalty: 5360.983398
	Iteration 20F: 3 clusters Score -6280992 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -6281042.500000 Penalty: 5360.983398
	Iteration 21Q: 3 clusters Score -6281042 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -6281090.000000 Penalty: 5360.983398
	Iteration 22Q: 3 clusters Score -6281090 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -6281162.000000 Penalty: 5360.983398
	Iteration 23Q: 3 clusters Score -6281162 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -6281184.500000 Penalty: 5360.983398
	Iteration 24Q: 3 clusters Score -6281184 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -6281228.000000 Penalty: 5360.983398
	Iteration 25Q: 3 clusters Score -6281228 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -6281248.000000 Penalty: 5360.983398
	Iteration 26Q: 3 clusters Score -6281248 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -6281268.500000 Penalty: 5360.983398
	Iteration 27Q: 3 clusters Score -6281268 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -6281283.000000 Penalty: 5360.983398
	Iteration 28Q: 3 clusters Score -6281283 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -6281294.500000 Penalty: 5360.983398
	Iteration 29Q: 3 clusters Score -6281294 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -6281301.500000 Penalty: 5360.983398
	Iteration 30Q: 3 clusters Score -6281302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -6281302.500000 Penalty: 5360.983398
	Iteration 31Q: 3 clusters Score -6281302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -6281332.500000 Penalty: 5360.983398
	Iteration 32Q: 3 clusters Score -6281332 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -6281337.000000 Penalty: 5360.983398
	Iteration 33Q: 3 clusters Score -6281337 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -6281349.500000 Penalty: 5360.983398
	Iteration 34Q: 3 clusters Score -6281350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -6281351.500000 Penalty: 5360.983398
	Iteration 35Q: 3 clusters Score -6281352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -6281358.500000 Penalty: 5360.983398
	Iteration 36Q: 3 clusters Score -6281358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -6281360.500000 Penalty: 5360.983398
	Iteration 37Q: 3 clusters Score -6281360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -6281368.500000 Penalty: 5360.983398
	Iteration 38Q: 3 clusters Score -6281368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -6281374.500000 Penalty: 5360.983398
	Iteration 39Q: 3 clusters Score -6281374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -6281392.000000 Penalty: 5360.983398
	Iteration 40F: 3 clusters Score -6281392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -6281395.000000 Penalty: 5360.983398
	Iteration 41Q: 3 clusters Score -6281395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -6281400.000000 Penalty: 5360.983398
	Iteration 42Q: 3 clusters Score -6281400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -6281400.000000 Penalty: 5360.983398
	Iteration 43Q: 3 clusters Score -6281400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -6281398.500000 Penalty: 5360.983398
	Iteration 44Q: 3 clusters Score -6281398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -6281403.500000 Penalty: 5360.983398
	Iteration 45Q: 3 clusters Score -6281404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -6281407.000000 Penalty: 5360.983398
	Iteration 46Q: 3 clusters Score -6281407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -6281409.000000 Penalty: 5360.983398
	Iteration 47Q: 3 clusters Score -6281409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -6281407.500000 Penalty: 5360.983398
	Iteration 48Q: 3 clusters Score -6281408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -6281407.000000 Penalty: 5360.983398
	Iteration 49Q: 3 clusters Score -6281407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -6281403.000000 Penalty: 5360.983398
	Iteration 50Q: 3 clusters Score -6281403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -6281406.500000 Penalty: 5360.983398
	Iteration 51Q: 3 clusters Score -6281406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -6281402.000000 Penalty: 5360.983398
	Iteration 52Q: 3 clusters Score -6281402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -6281398.500000 Penalty: 5360.983398
	Iteration 53Q: 3 clusters Score -6281398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -6281398.500000 Penalty: 5360.983398
	Iteration 54F: 3 clusters Score -6281398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -291075.906250 Penalty: 1931.373657
	Iteration 0F: 2 clusters Score -291075.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -288209.000000 Penalty: 3862.747314
	Iteration 0F: 3 clusters Score -288209 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -288801.437500 Penalty: 3862.747314
	Iteration 1F: 3 clusters Score -288801.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -288912.718750 Penalty: 3862.747314
	Iteration 2F: 3 clusters Score -288912.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -288964.781250 Penalty: 3862.747314
	Iteration 3Q: 3 clusters Score -288964.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -289009.656250 Penalty: 3862.747314
	Iteration 4Q: 3 clusters Score -289009.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -289038.843750 Penalty: 3862.747314
	Iteration 5Q: 3 clusters Score -289038.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -289065.218750 Penalty: 3862.747314
	Iteration 6Q: 3 clusters Score -289065.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -289080.156250 Penalty: 3862.747314
	Iteration 7Q: 3 clusters Score -289080.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -289093.250000 Penalty: 3862.747314
	Iteration 8Q: 3 clusters Score -289093.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -289107.062500 Penalty: 3862.747314
	Iteration 9Q: 3 clusters Score -289107.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -289116.343750 Penalty: 3862.747314
	Iteration 10Q: 3 clusters Score -289116.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -289124.156250 Penalty: 3862.747314
	Iteration 11Q: 3 clusters Score -289124.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -289133.781250 Penalty: 3862.747314
	Iteration 12Q: 3 clusters Score -289133.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -289150.875000 Penalty: 3862.747314
	Iteration 13Q: 3 clusters Score -289150.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -289176.031250 Penalty: 3862.747314
	Iteration 14Q: 3 clusters Score -289176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -289194.156250 Penalty: 3862.747314
	Iteration 15Q: 3 clusters Score -289194.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -289210.093750 Penalty: 3862.747314
	Iteration 16Q: 3 clusters Score -289210.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -289228.031250 Penalty: 3862.747314
	Iteration 17Q: 3 clusters Score -289228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -289245.656250 Penalty: 3862.747314
	Iteration 18Q: 3 clusters Score -289245.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -289259.500000 Penalty: 3862.747314
	Iteration 19Q: 3 clusters Score -289259.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -289272.750000 Penalty: 3862.747314
	Iteration 20F: 3 clusters Score -289272.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -289297.250000 Penalty: 3862.747314
	Iteration 21Q: 3 clusters Score -289297.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -289323.125000 Penalty: 3862.747314
	Iteration 22Q: 3 clusters Score -289323.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -289356.000000 Penalty: 3862.747314
	Iteration 23Q: 3 clusters Score -289356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -289389.437500 Penalty: 3862.747314
	Iteration 24Q: 3 clusters Score -289389.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -289445.656250 Penalty: 3862.747314
	Iteration 25Q: 3 clusters Score -289445.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -289524.906250 Penalty: 3862.747314
	Iteration 26Q: 3 clusters Score -289524.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -289621.031250 Penalty: 3862.747314
	Iteration 27Q: 3 clusters Score -289621 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -289730.593750 Penalty: 3862.747314
	Iteration 28Q: 3 clusters Score -289730.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -289824.500000 Penalty: 3862.747314
	Iteration 29Q: 3 clusters Score -289824.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -289948.906250 Penalty: 3862.747314
	Iteration 30Q: 3 clusters Score -289948.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -290127.250000 Penalty: 3862.747314
	Iteration 31Q: 3 clusters Score -290127.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -290466.156250 Penalty: 3862.747314
	Iteration 32F: 3 clusters Score -290466.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -290894.500000 Penalty: 3862.747314
	Iteration 33F: 3 clusters Score -290894.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -291140.468750 Penalty: 3862.747314
	Iteration 34Q: 3 clusters Score -291140.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -291216.250000 Penalty: 3862.747314
	Iteration 35Q: 3 clusters Score -291216.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -291235.843750 Penalty: 3862.747314
	Iteration 36Q: 3 clusters Score -291235.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -291243.250000 Penalty: 3862.747314
	Iteration 37Q: 3 clusters Score -291243.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -291255.593750 Penalty: 3862.747314
	Iteration 38Q: 3 clusters Score -291255.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -291262.000000 Penalty: 3862.747314
	Iteration 39Q: 3 clusters Score -291262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -291267.312500 Penalty: 3862.747314
	Iteration 40F: 3 clusters Score -291267.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -291271.500000 Penalty: 3862.747314
	Iteration 41Q: 3 clusters Score -291271.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -291273.687500 Penalty: 3862.747314
	Iteration 42Q: 3 clusters Score -291273.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -291274.406250 Penalty: 3862.747314
	Iteration 43Q: 3 clusters Score -291274.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -291275.656250 Penalty: 3862.747314
	Iteration 44Q: 3 clusters Score -291275.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -291280.593750 Penalty: 3862.747314
	Iteration 45Q: 3 clusters Score -291280.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -291281.062500 Penalty: 3862.747314
	Iteration 46Q: 3 clusters Score -291281.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -291282.468750 Penalty: 3862.747314
	Iteration 47Q: 3 clusters Score -291282.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -291284.750000 Penalty: 3862.747314
	Iteration 48Q: 3 clusters Score -291284.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -291285.531250 Penalty: 3862.747314
	Iteration 49Q: 3 clusters Score -291285.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -291287.218750 Penalty: 3862.747314
	Iteration 50Q: 3 clusters Score -291287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -291288.843750 Penalty: 3862.747314
	Iteration 51Q: 3 clusters Score -291288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -291290.968750 Penalty: 3862.747314
	Iteration 52Q: 3 clusters Score -291291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -291293.062500 Penalty: 3862.747314
	Iteration 53Q: 3 clusters Score -291293.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -291295.843750 Penalty: 3862.747314
	Iteration 54Q: 3 clusters Score -291295.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -291297.375000 Penalty: 3862.747314
	Iteration 55Q: 3 clusters Score -291297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -291298.562500 Penalty: 3862.747314
	Iteration 56Q: 3 clusters Score -291298.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -291300.312500 Penalty: 3862.747314
	Iteration 57Q: 3 clusters Score -291300.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -291301.281250 Penalty: 3862.747314
	Iteration 58Q: 3 clusters Score -291301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -291303.406250 Penalty: 3862.747314
	Iteration 59Q: 3 clusters Score -291303.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -291303.406250 Penalty: 3862.747314
	Iteration 60F: 3 clusters Score -291303.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2615 members 
Mstep: Class 4 contains 12211 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 171206 members 
Mstep: Class 9 contains 118745 members 
Mstep: Class 10 contains 124615 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 175571 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 49436 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 6924 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 195360 members 
Mstep: Class 20 contains 63048 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 1241 members 
Entering Unmasked Estep 
Score: -119281952.000000 Penalty: 75182.937500
Splitting cluster 16 changes total score from -119283480.000000 to -119281952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (6924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Entering Unmasked Estep 
Score: -833058.500000 Penalty: 2193.001709
	Iteration 0F: 2 clusters Score -833058.5 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 3441 members 
Entering Unmasked Estep 
Score: -827283.750000 Penalty: 4386.003418
	Iteration 0F: 3 clusters Score -827283.8 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -828855.062500 Penalty: 4386.003418
	Iteration 1F: 3 clusters Score -828855.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -829194.000000 Penalty: 4386.003418
	Iteration 2F: 3 clusters Score -829194 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -829488.062500 Penalty: 4386.003418
	Iteration 3F: 3 clusters Score -829488.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -829776.125000 Penalty: 4386.003418
	Iteration 4F: 3 clusters Score -829776.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -830071.000000 Penalty: 4386.003418
	Iteration 5F: 3 clusters Score -830071 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -830388.312500 Penalty: 4386.003418
	Iteration 6F: 3 clusters Score -830388.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -830687.937500 Penalty: 4386.003418
	Iteration 7F: 3 clusters Score -830687.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -830934.875000 Penalty: 4386.003418
	Iteration 8F: 3 clusters Score -830934.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -831130.937500 Penalty: 4386.003418
	Iteration 9Q: 3 clusters Score -831130.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -831290.937500 Penalty: 4386.003418
	Iteration 10Q: 3 clusters Score -831290.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -831402.625000 Penalty: 4386.003418
	Iteration 11Q: 3 clusters Score -831402.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -831478.875000 Penalty: 4386.003418
	Iteration 12Q: 3 clusters Score -831478.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -831538.562500 Penalty: 4386.003418
	Iteration 13Q: 3 clusters Score -831538.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -831585.937500 Penalty: 4386.003418
	Iteration 14Q: 3 clusters Score -831585.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -831615.125000 Penalty: 4386.003418
	Iteration 15Q: 3 clusters Score -831615.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -831636.187500 Penalty: 4386.003418
	Iteration 16Q: 3 clusters Score -831636.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -831649.937500 Penalty: 4386.003418
	Iteration 17Q: 3 clusters Score -831649.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -831659.937500 Penalty: 4386.003418
	Iteration 18Q: 3 clusters Score -831659.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -831667.250000 Penalty: 4386.003418
	Iteration 19Q: 3 clusters Score -831667.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -831672.750000 Penalty: 4386.003418
	Iteration 20F: 3 clusters Score -831672.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -831677.375000 Penalty: 4386.003418
	Iteration 21Q: 3 clusters Score -831677.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -831683.000000 Penalty: 4386.003418
	Iteration 22Q: 3 clusters Score -831683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -831689.562500 Penalty: 4386.003418
	Iteration 23Q: 3 clusters Score -831689.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -831691.937500 Penalty: 4386.003418
	Iteration 24Q: 3 clusters Score -831691.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -831695.312500 Penalty: 4386.003418
	Iteration 25Q: 3 clusters Score -831695.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -831698.062500 Penalty: 4386.003418
	Iteration 26Q: 3 clusters Score -831698.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -831705.000000 Penalty: 4386.003418
	Iteration 27Q: 3 clusters Score -831705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -831708.000000 Penalty: 4386.003418
	Iteration 28Q: 3 clusters Score -831708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -831714.000000 Penalty: 4386.003418
	Iteration 29Q: 3 clusters Score -831714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -831717.750000 Penalty: 4386.003418
	Iteration 30Q: 3 clusters Score -831717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -831718.500000 Penalty: 4386.003418
	Iteration 31Q: 3 clusters Score -831718.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -831720.625000 Penalty: 4386.003418
	Iteration 32Q: 3 clusters Score -831720.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -831720.000000 Penalty: 4386.003418
	Iteration 33Q: 3 clusters Score -831720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -831725.125000 Penalty: 4386.003418
	Iteration 34Q: 3 clusters Score -831725.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -831723.750000 Penalty: 4386.003418
	Iteration 35Q: 3 clusters Score -831723.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -831728.000000 Penalty: 4386.003418
	Iteration 36Q: 3 clusters Score -831728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -831728.187500 Penalty: 4386.003418
	Iteration 37Q: 3 clusters Score -831728.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -831728.187500 Penalty: 4386.003418
	Iteration 38F: 3 clusters Score -831728.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -29145.853516 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -29145.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27968.304688 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -27968.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28209.294922 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -28209.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28267.925781 Penalty: 2861.087158
	Iteration 2Q: 3 clusters Score -28267.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28333.279297 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -28333.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28375.736328 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -28375.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28453.423828 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -28453.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28615.998047 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -28616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28761.763672 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -28761.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28867.179688 Penalty: 2861.087158
	Iteration 8Q: 3 clusters Score -28867.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28965.312500 Penalty: 2861.087158
	Iteration 9Q: 3 clusters Score -28965.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29009.064453 Penalty: 2861.087158
	Iteration 10Q: 3 clusters Score -29009.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29032.455078 Penalty: 2861.087158
	Iteration 11Q: 3 clusters Score -29032.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29046.787109 Penalty: 2861.087158
	Iteration 12Q: 3 clusters Score -29046.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29082.525391 Penalty: 2861.087158
	Iteration 13Q: 3 clusters Score -29082.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29131.865234 Penalty: 2861.087158
	Iteration 14Q: 3 clusters Score -29131.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29175.214844 Penalty: 2861.087158
	Iteration 15Q: 3 clusters Score -29175.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29175.214844 Penalty: 2861.087158
	Iteration 16F: 3 clusters Score -29175.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2615 members 
Mstep: Class 4 contains 12211 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 171206 members 
Mstep: Class 9 contains 118745 members 
Mstep: Class 10 contains 124615 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 175571 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 49436 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6924 members 
Mstep: Class 18 contains 193 members 
Mstep: Class 19 contains 195360 members 
Mstep: Class 20 contains 63048 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 127 members 
Entering Unmasked Estep 
Score: -119281464.000000 Penalty: 75182.937500
Splitting cluster 18 changes total score from -119283480.000000 to -119281464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (195360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195360 members 
Entering Unmasked Estep 
Score: -24539162.000000 Penalty: 3021.284668
	Iteration 0F: 2 clusters Score -2.453916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97535 members 
Mstep: Class 2 contains 97825 members 
Entering Unmasked Estep 
Score: -24413076.000000 Penalty: 6042.569336
	Iteration 0F: 3 clusters Score -2.441308e+07 nChanged 93593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95122 members 
Mstep: Class 2 contains 100238 members 
Entering Unmasked Estep 
Score: -24468220.000000 Penalty: 6042.569336
	Iteration 1F: 3 clusters Score -2.446822e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93684 members 
Mstep: Class 2 contains 101676 members 
Entering Unmasked Estep 
Score: -24468936.000000 Penalty: 6042.569336
	Iteration 2Q: 3 clusters Score -2.446894e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91424 members 
Mstep: Class 2 contains 103936 members 
Entering Unmasked Estep 
Score: -24469968.000000 Penalty: 6042.569336
	Iteration 3Q: 3 clusters Score -2.446997e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87944 members 
Mstep: Class 2 contains 107416 members 
Entering Unmasked Estep 
Score: -24471766.000000 Penalty: 6042.569336
	Iteration 4Q: 3 clusters Score -2.447177e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82717 members 
Mstep: Class 2 contains 112643 members 
Entering Unmasked Estep 
Score: -24474018.000000 Penalty: 6042.569336
	Iteration 5Q: 3 clusters Score -2.447402e+07 nChanged 9734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74815 members 
Mstep: Class 2 contains 120545 members 
Entering Unmasked Estep 
Score: -24478640.000000 Penalty: 6042.569336
	Iteration 6Q: 3 clusters Score -2.447864e+07 nChanged 12976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63761 members 
Mstep: Class 2 contains 131599 members 
Entering Unmasked Estep 
Score: -24487404.000000 Penalty: 6042.569336
	Iteration 7F: 3 clusters Score -2.44874e+07 nChanged 15535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 145260 members 
Entering Unmasked Estep 
Score: -24500646.000000 Penalty: 6042.569336
	Iteration 8F: 3 clusters Score -2.450065e+07 nChanged 15008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 158336 members 
Entering Unmasked Estep 
Score: -24515812.000000 Penalty: 6042.569336
	Iteration 9F: 3 clusters Score -2.451581e+07 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 166910 members 
Entering Unmasked Estep 
Score: -24528136.000000 Penalty: 6042.569336
	Iteration 10F: 3 clusters Score -2.452814e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 170714 members 
Entering Unmasked Estep 
Score: -24534098.000000 Penalty: 6042.569336
	Iteration 11Q: 3 clusters Score -2.45341e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 173026 members 
Entering Unmasked Estep 
Score: -24536070.000000 Penalty: 6042.569336
	Iteration 12Q: 3 clusters Score -2.453607e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 175017 members 
Entering Unmasked Estep 
Score: -24536952.000000 Penalty: 6042.569336
	Iteration 13Q: 3 clusters Score -2.453695e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 176766 members 
Entering Unmasked Estep 
Score: -24537714.000000 Penalty: 6042.569336
	Iteration 14Q: 3 clusters Score -2.453771e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 178223 members 
Entering Unmasked Estep 
Score: -24538076.000000 Penalty: 6042.569336
	Iteration 15Q: 3 clusters Score -2.453808e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 179529 members 
Entering Unmasked Estep 
Score: -24538328.000000 Penalty: 6042.569336
	Iteration 16Q: 3 clusters Score -2.453833e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 180650 members 
Entering Unmasked Estep 
Score: -24538470.000000 Penalty: 6042.569336
	Iteration 17Q: 3 clusters Score -2.453847e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 181627 members 
Entering Unmasked Estep 
Score: -24538650.000000 Penalty: 6042.569336
	Iteration 18Q: 3 clusters Score -2.453865e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 182496 members 
Entering Unmasked Estep 
Score: -24538600.000000 Penalty: 6042.569336
	Iteration 19Q: 3 clusters Score -2.45386e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 183236 members 
Entering Unmasked Estep 
Score: -24538540.000000 Penalty: 6042.569336
	Iteration 20F: 3 clusters Score -2.453854e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 183970 members 
Entering Unmasked Estep 
Score: -24538562.000000 Penalty: 6042.569336
	Iteration 21Q: 3 clusters Score -2.453856e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 184639 members 
Entering Unmasked Estep 
Score: -24538512.000000 Penalty: 6042.569336
	Iteration 22Q: 3 clusters Score -2.453851e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 185265 members 
Entering Unmasked Estep 
Score: -24538444.000000 Penalty: 6042.569336
	Iteration 23Q: 3 clusters Score -2.453844e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 185823 members 
Entering Unmasked Estep 
Score: -24538472.000000 Penalty: 6042.569336
	Iteration 24Q: 3 clusters Score -2.453847e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 186313 members 
Entering Unmasked Estep 
Score: -24538458.000000 Penalty: 6042.569336
	Iteration 25Q: 3 clusters Score -2.453846e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 186788 members 
Entering Unmasked Estep 
Score: -24538464.000000 Penalty: 6042.569336
	Iteration 26Q: 3 clusters Score -2.453846e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 187260 members 
Entering Unmasked Estep 
Score: -24538398.000000 Penalty: 6042.569336
	Iteration 27Q: 3 clusters Score -2.45384e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 187720 members 
Entering Unmasked Estep 
Score: -24538322.000000 Penalty: 6042.569336
	Iteration 28Q: 3 clusters Score -2.453832e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 188115 members 
Entering Unmasked Estep 
Score: -24538320.000000 Penalty: 6042.569336
	Iteration 29Q: 3 clusters Score -2.453832e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 188479 members 
Entering Unmasked Estep 
Score: -24538278.000000 Penalty: 6042.569336
	Iteration 30Q: 3 clusters Score -2.453828e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 188804 members 
Entering Unmasked Estep 
Score: -24538274.000000 Penalty: 6042.569336
	Iteration 31Q: 3 clusters Score -2.453827e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 189094 members 
Entering Unmasked Estep 
Score: -24538224.000000 Penalty: 6042.569336
	Iteration 32Q: 3 clusters Score -2.453822e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 189371 members 
Entering Unmasked Estep 
Score: -24538148.000000 Penalty: 6042.569336
	Iteration 33Q: 3 clusters Score -2.453815e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 189603 members 
Entering Unmasked Estep 
Score: -24538104.000000 Penalty: 6042.569336
	Iteration 34Q: 3 clusters Score -2.45381e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 189803 members 
Entering Unmasked Estep 
Score: -24538094.000000 Penalty: 6042.569336
	Iteration 35Q: 3 clusters Score -2.453809e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 189989 members 
Entering Unmasked Estep 
Score: -24538082.000000 Penalty: 6042.569336
	Iteration 36Q: 3 clusters Score -2.453808e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 190144 members 
Entering Unmasked Estep 
Score: -24538052.000000 Penalty: 6042.569336
	Iteration 37Q: 3 clusters Score -2.453805e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 190295 members 
Entering Unmasked Estep 
Score: -24537998.000000 Penalty: 6042.569336
	Iteration 38Q: 3 clusters Score -2.4538e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 190450 members 
Entering Unmasked Estep 
Score: -24537964.000000 Penalty: 6042.569336
	Iteration 39Q: 3 clusters Score -2.453796e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 190599 members 
Entering Unmasked Estep 
Score: -24537924.000000 Penalty: 6042.569336
	Iteration 40F: 3 clusters Score -2.453792e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 190705 members 
Entering Unmasked Estep 
Score: -24537886.000000 Penalty: 6042.569336
	Iteration 41Q: 3 clusters Score -2.453789e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 190808 members 
Entering Unmasked Estep 
Score: -24537872.000000 Penalty: 6042.569336
	Iteration 42Q: 3 clusters Score -2.453787e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 190912 members 
Entering Unmasked Estep 
Score: -24537876.000000 Penalty: 6042.569336
	Iteration 43Q: 3 clusters Score -2.453788e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 191024 members 
Entering Unmasked Estep 
Score: -24537836.000000 Penalty: 6042.569336
	Iteration 44Q: 3 clusters Score -2.453784e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 191105 members 
Entering Unmasked Estep 
Score: -24537790.000000 Penalty: 6042.569336
	Iteration 45Q: 3 clusters Score -2.453779e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 191180 members 
Entering Unmasked Estep 
Score: -24537756.000000 Penalty: 6042.569336
	Iteration 46Q: 3 clusters Score -2.453776e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 191257 members 
Entering Unmasked Estep 
Score: -24537720.000000 Penalty: 6042.569336
	Iteration 47Q: 3 clusters Score -2.453772e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 191325 members 
Entering Unmasked Estep 
Score: -24537786.000000 Penalty: 6042.569336
	Iteration 48Q: 3 clusters Score -2.453779e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 191380 members 
Entering Unmasked Estep 
Score: -24537818.000000 Penalty: 6042.569336
	Iteration 49Q: 3 clusters Score -2.453782e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 191414 members 
Entering Unmasked Estep 
Score: -24537774.000000 Penalty: 6042.569336
	Iteration 50Q: 3 clusters Score -2.453777e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 191451 members 
Entering Unmasked Estep 
Score: -24537780.000000 Penalty: 6042.569336
	Iteration 51Q: 3 clusters Score -2.453778e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 191490 members 
Entering Unmasked Estep 
Score: -24537770.000000 Penalty: 6042.569336
	Iteration 52Q: 3 clusters Score -2.453777e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 191535 members 
Entering Unmasked Estep 
Score: -24537734.000000 Penalty: 6042.569336
	Iteration 53Q: 3 clusters Score -2.453773e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 191574 members 
Entering Unmasked Estep 
Score: -24537712.000000 Penalty: 6042.569336
	Iteration 54Q: 3 clusters Score -2.453771e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 191616 members 
Entering Unmasked Estep 
Score: -24537726.000000 Penalty: 6042.569336
	Iteration 55Q: 3 clusters Score -2.453773e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 191654 members 
Entering Unmasked Estep 
Score: -24537700.000000 Penalty: 6042.569336
	Iteration 56Q: 3 clusters Score -2.45377e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 191688 members 
Entering Unmasked Estep 
Score: -24537692.000000 Penalty: 6042.569336
	Iteration 57Q: 3 clusters Score -2.453769e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 191718 members 
Entering Unmasked Estep 
Score: -24537710.000000 Penalty: 6042.569336
	Iteration 58Q: 3 clusters Score -2.453771e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 191739 members 
Entering Unmasked Estep 
Score: -24537696.000000 Penalty: 6042.569336
	Iteration 59Q: 3 clusters Score -2.45377e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 191765 members 
Entering Unmasked Estep 
Score: -24537672.000000 Penalty: 6042.569336
	Iteration 60F: 3 clusters Score -2.453767e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 191785 members 
Entering Unmasked Estep 
Score: -24537686.000000 Penalty: 6042.569336
	Iteration 61Q: 3 clusters Score -2.453769e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 191805 members 
Entering Unmasked Estep 
Score: -24537680.000000 Penalty: 6042.569336
	Iteration 62Q: 3 clusters Score -2.453768e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 191826 members 
Entering Unmasked Estep 
Score: -24537678.000000 Penalty: 6042.569336
	Iteration 63Q: 3 clusters Score -2.453768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 191840 members 
Entering Unmasked Estep 
Score: -24537676.000000 Penalty: 6042.569336
	Iteration 64Q: 3 clusters Score -2.453768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 191855 members 
Entering Unmasked Estep 
Score: -24537642.000000 Penalty: 6042.569336
	Iteration 65Q: 3 clusters Score -2.453764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 191872 members 
Entering Unmasked Estep 
Score: -24537632.000000 Penalty: 6042.569336
	Iteration 66Q: 3 clusters Score -2.453763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 191888 members 
Entering Unmasked Estep 
Score: -24537640.000000 Penalty: 6042.569336
	Iteration 67Q: 3 clusters Score -2.453764e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 191902 members 
Entering Unmasked Estep 
Score: -24537628.000000 Penalty: 6042.569336
	Iteration 68Q: 3 clusters Score -2.453763e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 191914 members 
Entering Unmasked Estep 
Score: -24537632.000000 Penalty: 6042.569336
	Iteration 69Q: 3 clusters Score -2.453763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 191923 members 
Entering Unmasked Estep 
Score: -24537630.000000 Penalty: 6042.569336
	Iteration 70Q: 3 clusters Score -2.453763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 191933 members 
Entering Unmasked Estep 
Score: -24537618.000000 Penalty: 6042.569336
	Iteration 71Q: 3 clusters Score -2.453762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 191943 members 
Entering Unmasked Estep 
Score: -24537648.000000 Penalty: 6042.569336
	Iteration 72Q: 3 clusters Score -2.453765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 191954 members 
Entering Unmasked Estep 
Score: -24537628.000000 Penalty: 6042.569336
	Iteration 73Q: 3 clusters Score -2.453763e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 191964 members 
Entering Unmasked Estep 
Score: -24537626.000000 Penalty: 6042.569336
	Iteration 74Q: 3 clusters Score -2.453763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 191973 members 
Entering Unmasked Estep 
Score: -24537620.000000 Penalty: 6042.569336
	Iteration 75Q: 3 clusters Score -2.453762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 191981 members 
Entering Unmasked Estep 
Score: -24537618.000000 Penalty: 6042.569336
	Iteration 76Q: 3 clusters Score -2.453762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 191991 members 
Entering Unmasked Estep 
Score: -24537610.000000 Penalty: 6042.569336
	Iteration 77Q: 3 clusters Score -2.453761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 192005 members 
Entering Unmasked Estep 
Score: -24537634.000000 Penalty: 6042.569336
	Iteration 78Q: 3 clusters Score -2.453763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 192013 members 
Entering Unmasked Estep 
Score: -24537620.000000 Penalty: 6042.569336
	Iteration 79Q: 3 clusters Score -2.453762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 192023 members 
Entering Unmasked Estep 
Score: -24537622.000000 Penalty: 6042.569336
	Iteration 80F: 3 clusters Score -2.453762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 192032 members 
Entering Unmasked Estep 
Score: -24537614.000000 Penalty: 6042.569336
	Iteration 81Q: 3 clusters Score -2.453761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 192038 members 
Entering Unmasked Estep 
Score: -24537630.000000 Penalty: 6042.569336
	Iteration 82Q: 3 clusters Score -2.453763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 192039 members 
Entering Unmasked Estep 
Score: -24537614.000000 Penalty: 6042.569336
	Iteration 83Q: 3 clusters Score -2.453761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 192039 members 
Entering Unmasked Estep 
Score: -24537614.000000 Penalty: 6042.569336
	Iteration 84F: 3 clusters Score -2.453761e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (63048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63048 members 
Entering Unmasked Estep 
Score: -7741152.500000 Penalty: 2740.809570
	Iteration 0F: 2 clusters Score -7741152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -7698848.000000 Penalty: 5481.619141
	Iteration 0F: 3 clusters Score -7698848 nChanged 29382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -7715058.000000 Penalty: 5481.619141
	Iteration 1F: 3 clusters Score -7715058 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -7715750.500000 Penalty: 5481.619141
	Iteration 2Q: 3 clusters Score -7715750 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -7716843.500000 Penalty: 5481.619141
	Iteration 3Q: 3 clusters Score -7716844 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -7718743.000000 Penalty: 5481.619141
	Iteration 4F: 3 clusters Score -7718743 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -7722061.500000 Penalty: 5481.619141
	Iteration 5F: 3 clusters Score -7722062 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -7727214.500000 Penalty: 5481.619141
	Iteration 6F: 3 clusters Score -7727214 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 57475 members 
Entering Unmasked Estep 
Score: -7732960.000000 Penalty: 5481.619141
	Iteration 7F: 3 clusters Score -7732960 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -7736746.500000 Penalty: 5481.619141
	Iteration 8F: 3 clusters Score -7736746 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 62408 members 
Entering Unmasked Estep 
Score: -7738057.000000 Penalty: 5481.619141
	Iteration 9Q: 3 clusters Score -7738057 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -7738462.500000 Penalty: 5481.619141
	Iteration 10Q: 3 clusters Score -7738462 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 62827 members 
Entering Unmasked Estep 
Score: -7738609.500000 Penalty: 5481.619141
	Iteration 11Q: 3 clusters Score -7738610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 62857 members 
Entering Unmasked Estep 
Score: -7738676.500000 Penalty: 5481.619141
	Iteration 12Q: 3 clusters Score -7738676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -7738689.000000 Penalty: 5481.619141
	Iteration 13Q: 3 clusters Score -7738689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 62867 members 
Entering Unmasked Estep 
Score: -7738709.500000 Penalty: 5481.619141
	Iteration 14Q: 3 clusters Score -7738710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -7738714.500000 Penalty: 5481.619141
	Iteration 15Q: 3 clusters Score -7738714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -7738724.000000 Penalty: 5481.619141
	Iteration 16Q: 3 clusters Score -7738724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 62873 members 
Entering Unmasked Estep 
Score: -7738730.500000 Penalty: 5481.619141
	Iteration 17Q: 3 clusters Score -7738730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -7738741.500000 Penalty: 5481.619141
	Iteration 18Q: 3 clusters Score -7738742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -7738760.500000 Penalty: 5481.619141
	Iteration 19Q: 3 clusters Score -7738760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 62880 members 
Entering Unmasked Estep 
Score: -7738769.500000 Penalty: 5481.619141
	Iteration 20F: 3 clusters Score -7738770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -7738779.000000 Penalty: 5481.619141
	Iteration 21Q: 3 clusters Score -7738779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -7738781.000000 Penalty: 5481.619141
	Iteration 22Q: 3 clusters Score -7738781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -7738788.000000 Penalty: 5481.619141
	Iteration 23Q: 3 clusters Score -7738788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -7738796.000000 Penalty: 5481.619141
	Iteration 24Q: 3 clusters Score -7738796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -7738796.000000 Penalty: 5481.619141
	Iteration 25F: 3 clusters Score -7738796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -49771.261719 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -49771.26 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 228 members 
Entering Unmasked Estep 
Score: -48309.246094 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -48309.25 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48512.203125 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -48512.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -48597.554688 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -48597.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48613.058594 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -48613.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48620.019531 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -48620.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48623.527344 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -48623.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48631.093750 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -48631.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48632.625000 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -48632.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48632.625000 Penalty: 3021.289795
	Iteration 8F: 3 clusters Score -48632.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2615 members 
Mstep: Class 4 contains 12211 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 171206 members 
Mstep: Class 9 contains 118745 members 
Mstep: Class 10 contains 124615 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 175571 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 49436 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6924 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 195360 members 
Mstep: Class 20 contains 63048 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283472.000000 Penalty: 71765.531250
Iteration 399Q: 22 clusters Score -1.192835e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 12211 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 171026 members 
Mstep: Class 9 contains 118776 members 
Mstep: Class 10 contains 124519 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 175472 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 49438 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6922 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 195730 members 
Mstep: Class 20 contains 63049 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283920.000000 Penalty: 71765.531250
Iteration 400F: 22 clusters Score -1.192839e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2590 members 
Mstep: Class 4 contains 12210 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 170810 members 
Mstep: Class 9 contains 118805 members 
Mstep: Class 10 contains 124416 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 175367 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 49417 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6922 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 196176 members 
Mstep: Class 20 contains 63043 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283912.000000 Penalty: 71765.531250
Iteration 401Q: 22 clusters Score -1.192839e+08 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2581 members 
Mstep: Class 4 contains 12213 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 170647 members 
Mstep: Class 9 contains 118866 members 
Mstep: Class 10 contains 124325 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 175210 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 49404 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6920 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 196557 members 
Mstep: Class 20 contains 63053 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283736.000000 Penalty: 71765.531250
Iteration 402Q: 22 clusters Score -1.192837e+08 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 12217 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 170521 members 
Mstep: Class 9 contains 118869 members 
Mstep: Class 10 contains 124218 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 175077 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 49397 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6917 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 196945 members 
Mstep: Class 20 contains 63062 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284032.000000 Penalty: 71765.531250
Iteration 403Q: 22 clusters Score -1.19284e+08 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2568 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 170433 members 
Mstep: Class 9 contains 118885 members 
Mstep: Class 10 contains 124078 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 174926 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 49391 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6914 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 197309 members 
Mstep: Class 20 contains 63075 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284112.000000 Penalty: 71765.531250
Iteration 404Q: 22 clusters Score -1.192841e+08 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2557 members 
Mstep: Class 4 contains 12227 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 170311 members 
Mstep: Class 9 contains 118893 members 
Mstep: Class 10 contains 123955 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 174780 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 49373 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6912 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 197704 members 
Mstep: Class 20 contains 63094 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284296.000000 Penalty: 71765.531250
Iteration 405Q: 22 clusters Score -1.192843e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 170164 members 
Mstep: Class 9 contains 118895 members 
Mstep: Class 10 contains 123822 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 174642 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 49357 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6911 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 198102 members 
Mstep: Class 20 contains 63129 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284520.000000 Penalty: 71765.531250
Iteration 406Q: 22 clusters Score -1.192845e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 12231 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 170037 members 
Mstep: Class 9 contains 118888 members 
Mstep: Class 10 contains 123702 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 174500 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 49345 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6907 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 198490 members 
Mstep: Class 20 contains 63153 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284944.000000 Penalty: 71765.531250
Iteration 407Q: 22 clusters Score -1.192849e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2532 members 
Mstep: Class 4 contains 12239 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 169898 members 
Mstep: Class 9 contains 118901 members 
Mstep: Class 10 contains 123576 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 174352 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 49316 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6906 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 198873 members 
Mstep: Class 20 contains 63188 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119285136.000000 Penalty: 71765.531250
Iteration 408Q: 22 clusters Score -1.192851e+08 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2540 members 
Mstep: Class 4 contains 12239 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 169767 members 
Mstep: Class 9 contains 118917 members 
Mstep: Class 10 contains 123429 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 174224 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 49286 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6906 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 199255 members 
Mstep: Class 20 contains 63207 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119285312.000000 Penalty: 71765.531250
Iteration 409Q: 22 clusters Score -1.192853e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 12246 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 169648 members 
Mstep: Class 9 contains 118971 members 
Mstep: Class 10 contains 123273 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 174088 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 49269 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6908 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 199645 members 
Mstep: Class 20 contains 63189 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119285456.000000 Penalty: 71765.531250
Iteration 410Q: 22 clusters Score -1.192855e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2539 members 
Mstep: Class 4 contains 12251 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 169534 members 
Mstep: Class 9 contains 119025 members 
Mstep: Class 10 contains 123115 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 173923 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 49256 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6907 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 200038 members 
Mstep: Class 20 contains 63196 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119285488.000000 Penalty: 71765.531250
Iteration 411Q: 22 clusters Score -1.192855e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2538 members 
Mstep: Class 4 contains 12253 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 169407 members 
Mstep: Class 9 contains 119061 members 
Mstep: Class 10 contains 122990 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 173793 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 49237 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6905 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 200409 members 
Mstep: Class 20 contains 63216 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119285648.000000 Penalty: 71765.531250
Iteration 412Q: 22 clusters Score -1.192856e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2540 members 
Mstep: Class 4 contains 12252 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 169294 members 
Mstep: Class 9 contains 119080 members 
Mstep: Class 10 contains 122876 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 173633 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 49214 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6900 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 200804 members 
Mstep: Class 20 contains 63225 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119285760.000000 Penalty: 71765.531250
Iteration 413Q: 22 clusters Score -1.192858e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2532 members 
Mstep: Class 4 contains 12256 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 169220 members 
Mstep: Class 9 contains 119105 members 
Mstep: Class 10 contains 122734 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 173451 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 49195 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6893 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 201198 members 
Mstep: Class 20 contains 63249 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119285864.000000 Penalty: 71765.531250
Iteration 414Q: 22 clusters Score -1.192859e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 12256 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 169124 members 
Mstep: Class 9 contains 119128 members 
Mstep: Class 10 contains 122615 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 173310 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 49171 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 6887 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 201564 members 
Mstep: Class 20 contains 63260 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119286168.000000 Penalty: 71765.531250
Iteration 415Q: 22 clusters Score -1.192862e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2540 members 
Mstep: Class 4 contains 12255 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 169033 members 
Mstep: Class 9 contains 119160 members 
Mstep: Class 10 contains 122511 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 173176 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 49161 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6885 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 201877 members 
Mstep: Class 20 contains 63268 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119286368.000000 Penalty: 71765.531250
Iteration 416Q: 22 clusters Score -1.192864e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2540 members 
Mstep: Class 4 contains 12255 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 168962 members 
Mstep: Class 9 contains 119180 members 
Mstep: Class 10 contains 122397 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 173075 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 49153 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6882 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 202146 members 
Mstep: Class 20 contains 63293 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119286168.000000 Penalty: 71765.531250
Iteration 417Q: 22 clusters Score -1.192862e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 12254 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 168921 members 
Mstep: Class 9 contains 119191 members 
Mstep: Class 10 contains 122293 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 172979 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 49137 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6882 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 202385 members 
Mstep: Class 20 contains 63308 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119286168.000000 Penalty: 71765.531250
Iteration 418Q: 22 clusters Score -1.192862e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2542 members 
Mstep: Class 4 contains 12257 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 168875 members 
Mstep: Class 9 contains 119188 members 
Mstep: Class 10 contains 122185 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 172955 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 49102 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6881 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 202572 members 
Mstep: Class 20 contains 63348 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119286280.000000 Penalty: 71765.531250
Iteration 419Q: 22 clusters Score -1.192863e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 12260 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168812 members 
Mstep: Class 9 contains 119182 members 
Mstep: Class 10 contains 122070 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 172892 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 49072 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6882 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 202820 members 
Mstep: Class 20 contains 63392 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119286624.000000 Penalty: 71765.531250
Iteration 420F: 22 clusters Score -1.192866e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 12262 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168764 members 
Mstep: Class 9 contains 119169 members 
Mstep: Class 10 contains 121955 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 172829 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 49051 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6882 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 203051 members 
Mstep: Class 20 contains 63443 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119286440.000000 Penalty: 71765.531250
Iteration 421Q: 22 clusters Score -1.192864e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2535 members 
Mstep: Class 4 contains 12259 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168707 members 
Mstep: Class 9 contains 119173 members 
Mstep: Class 10 contains 121833 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 172754 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 49045 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6881 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 203279 members 
Mstep: Class 20 contains 63489 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
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Score: -119286848.000000 Penalty: 71765.531250
Iteration 422Q: 22 clusters Score -1.192868e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2529 members 
Mstep: Class 4 contains 12263 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168630 members 
Mstep: Class 9 contains 119155 members 
Mstep: Class 10 contains 121731 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 172678 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 49031 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6881 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 203532 members 
Mstep: Class 20 contains 63538 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119287128.000000 Penalty: 71765.531250
Iteration 423Q: 22 clusters Score -1.192871e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2520 members 
Mstep: Class 4 contains 12261 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168572 members 
Mstep: Class 9 contains 119130 members 
Mstep: Class 10 contains 121657 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 172615 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 49016 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6880 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 203778 members 
Mstep: Class 20 contains 63567 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
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Score: -119287248.000000 Penalty: 71765.531250
Iteration 424Q: 22 clusters Score -1.192872e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2517 members 
Mstep: Class 4 contains 12259 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168523 members 
Mstep: Class 9 contains 119136 members 
Mstep: Class 10 contains 121549 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 172544 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 48997 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6878 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 203996 members 
Mstep: Class 20 contains 63611 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119287280.000000 Penalty: 71765.531250
Iteration 425Q: 22 clusters Score -1.192873e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2526 members 
Mstep: Class 4 contains 12261 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168498 members 
Mstep: Class 9 contains 119145 members 
Mstep: Class 10 contains 121427 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 172448 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 48983 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6875 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 204210 members 
Mstep: Class 20 contains 63653 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119287288.000000 Penalty: 71765.531250
Iteration 426Q: 22 clusters Score -1.192873e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2537 members 
Mstep: Class 4 contains 12260 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 168477 members 
Mstep: Class 9 contains 119148 members 
Mstep: Class 10 contains 121313 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 172327 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 48970 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6869 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 204431 members 
Mstep: Class 20 contains 63698 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
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Score: -119287096.000000 Penalty: 71765.531250
Iteration 427Q: 22 clusters Score -1.192871e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2535 members 
Mstep: Class 4 contains 12263 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 168494 members 
Mstep: Class 9 contains 119138 members 
Mstep: Class 10 contains 121185 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 172239 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 48968 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6866 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 204623 members 
Mstep: Class 20 contains 63726 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
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Score: -119287408.000000 Penalty: 71765.531250
Iteration 428Q: 22 clusters Score -1.192874e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2535 members 
Mstep: Class 4 contains 12267 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168537 members 
Mstep: Class 9 contains 119127 members 
Mstep: Class 10 contains 121050 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 172144 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 48957 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6864 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 204796 members 
Mstep: Class 20 contains 63763 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119287504.000000 Penalty: 71765.531250
Iteration 429Q: 22 clusters Score -1.192875e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 12267 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168554 members 
Mstep: Class 9 contains 119121 members 
Mstep: Class 10 contains 120931 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 172068 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 48939 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6861 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 204966 members 
Mstep: Class 20 contains 63805 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119287568.000000 Penalty: 71765.531250
Iteration 430Q: 22 clusters Score -1.192876e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2535 members 
Mstep: Class 4 contains 12265 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168593 members 
Mstep: Class 9 contains 119113 members 
Mstep: Class 10 contains 120805 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171987 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 48933 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6860 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 205125 members 
Mstep: Class 20 contains 63837 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
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Score: -119287728.000000 Penalty: 71765.531250
Iteration 431Q: 22 clusters Score -1.192877e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2528 members 
Mstep: Class 4 contains 12265 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168618 members 
Mstep: Class 9 contains 119112 members 
Mstep: Class 10 contains 120697 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171910 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 48930 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6859 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 205276 members 
Mstep: Class 20 contains 63872 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
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Iteration 432Q: 22 clusters Score -1.192876e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2527 members 
Mstep: Class 4 contains 12264 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168632 members 
Mstep: Class 9 contains 119099 members 
Mstep: Class 10 contains 120594 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171865 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 48922 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6859 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 205409 members 
Mstep: Class 20 contains 63902 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
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Iteration 433Q: 22 clusters Score -1.192874e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2521 members 
Mstep: Class 4 contains 12265 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168671 members 
Mstep: Class 9 contains 119086 members 
Mstep: Class 10 contains 120492 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171814 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 48912 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6859 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 205542 members 
Mstep: Class 20 contains 63929 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
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Iteration 434Q: 22 clusters Score -1.192876e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2521 members 
Mstep: Class 4 contains 12266 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168708 members 
Mstep: Class 9 contains 119072 members 
Mstep: Class 10 contains 120393 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171770 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 48900 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6859 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 205671 members 
Mstep: Class 20 contains 63947 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
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Iteration 435Q: 22 clusters Score -1.192877e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2521 members 
Mstep: Class 4 contains 12264 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168758 members 
Mstep: Class 9 contains 119061 members 
Mstep: Class 10 contains 120301 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171729 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 48895 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 205759 members 
Mstep: Class 20 contains 63971 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
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Iteration 436Q: 22 clusters Score -1.192877e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2518 members 
Mstep: Class 4 contains 12268 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168779 members 
Mstep: Class 9 contains 119028 members 
Mstep: Class 10 contains 120224 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171703 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 48888 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6857 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 205864 members 
Mstep: Class 20 contains 64000 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
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Iteration 437Q: 22 clusters Score -1.192877e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2512 members 
Mstep: Class 4 contains 12270 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168802 members 
Mstep: Class 9 contains 119006 members 
Mstep: Class 10 contains 120132 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171668 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 48892 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6856 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 205972 members 
Mstep: Class 20 contains 64022 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119287912.000000 Penalty: 71765.531250
Iteration 438Q: 22 clusters Score -1.192879e+08 nChanged 624
Entering ConstructFrom: 
Score: -119287912.000000 Penalty: 71765.531250
Entering ConstructFrom: 
Trying to split cluster 1 (35694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Entering Unmasked Estep 
Score: -4553981.000000 Penalty: 2599.718994
	Iteration 0F: 2 clusters Score -4553981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -4529599.000000 Penalty: 5199.437988
	Iteration 0F: 3 clusters Score -4529599 nChanged 16239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -4538722.500000 Penalty: 5199.437988
	Iteration 1F: 3 clusters Score -4538722 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -4539289.500000 Penalty: 5199.437988
	Iteration 2Q: 3 clusters Score -4539290 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -4540022.000000 Penalty: 5199.437988
	Iteration 3Q: 3 clusters Score -4540022 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -4541051.000000 Penalty: 5199.437988
	Iteration 4F: 3 clusters Score -4541051 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -4542774.000000 Penalty: 5199.437988
	Iteration 5F: 3 clusters Score -4542774 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -4545269.000000 Penalty: 5199.437988
	Iteration 6F: 3 clusters Score -4545269 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -4547972.000000 Penalty: 5199.437988
	Iteration 7F: 3 clusters Score -4547972 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -4549894.500000 Penalty: 5199.437988
	Iteration 8F: 3 clusters Score -4549894 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -4550969.500000 Penalty: 5199.437988
	Iteration 9Q: 3 clusters Score -4550970 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -4551495.000000 Penalty: 5199.437988
	Iteration 10Q: 3 clusters Score -4551495 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -4551748.500000 Penalty: 5199.437988
	Iteration 11Q: 3 clusters Score -4551748 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -4551868.500000 Penalty: 5199.437988
	Iteration 12Q: 3 clusters Score -4551868 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -4551917.500000 Penalty: 5199.437988
	Iteration 13Q: 3 clusters Score -4551918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -4551956.500000 Penalty: 5199.437988
	Iteration 14Q: 3 clusters Score -4551956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -4551981.500000 Penalty: 5199.437988
	Iteration 15Q: 3 clusters Score -4551982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -4552001.000000 Penalty: 5199.437988
	Iteration 16Q: 3 clusters Score -4552001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -4552018.000000 Penalty: 5199.437988
	Iteration 17Q: 3 clusters Score -4552018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -4552030.000000 Penalty: 5199.437988
	Iteration 18Q: 3 clusters Score -4552030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -4552033.500000 Penalty: 5199.437988
	Iteration 19Q: 3 clusters Score -4552034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -4552040.500000 Penalty: 5199.437988
	Iteration 20F: 3 clusters Score -4552040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -4552043.000000 Penalty: 5199.437988
	Iteration 21Q: 3 clusters Score -4552043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -4552047.000000 Penalty: 5199.437988
	Iteration 22Q: 3 clusters Score -4552047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -4552042.500000 Penalty: 5199.437988
	Iteration 23Q: 3 clusters Score -4552042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -4552052.500000 Penalty: 5199.437988
	Iteration 24Q: 3 clusters Score -4552052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -4552059.000000 Penalty: 5199.437988
	Iteration 25Q: 3 clusters Score -4552059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -4552075.000000 Penalty: 5199.437988
	Iteration 26Q: 3 clusters Score -4552075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -4552076.500000 Penalty: 5199.437988
	Iteration 27Q: 3 clusters Score -4552076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -4552078.500000 Penalty: 5199.437988
	Iteration 28Q: 3 clusters Score -4552078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -4552076.500000 Penalty: 5199.437988
	Iteration 29Q: 3 clusters Score -4552076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -4552078.500000 Penalty: 5199.437988
	Iteration 30Q: 3 clusters Score -4552078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -4552084.000000 Penalty: 5199.437988
	Iteration 31Q: 3 clusters Score -4552084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -4552084.000000 Penalty: 5199.437988
	Iteration 32Q: 3 clusters Score -4552084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -4552085.000000 Penalty: 5199.437988
	Iteration 33Q: 3 clusters Score -4552085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -4552085.000000 Penalty: 5199.437988
	Iteration 34F: 3 clusters Score -4552085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -57991.335938 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -57991.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -56476.835938 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -56476.84 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56742.496094 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -56742.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56872.667969 Penalty: 3141.306641
	Iteration 2F: 3 clusters Score -56872.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -56950.722656 Penalty: 3141.306641
	Iteration 3Q: 3 clusters Score -56950.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57081.093750 Penalty: 3141.306641
	Iteration 4Q: 3 clusters Score -57081.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -57145.175781 Penalty: 3141.306641
	Iteration 5Q: 3 clusters Score -57145.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57193.652344 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -57193.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -57246.769531 Penalty: 3141.306641
	Iteration 7Q: 3 clusters Score -57246.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -57312.007812 Penalty: 3141.306641
	Iteration 8Q: 3 clusters Score -57312.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57375.269531 Penalty: 3141.306641
	Iteration 9Q: 3 clusters Score -57375.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -57439.921875 Penalty: 3141.306641
	Iteration 10Q: 3 clusters Score -57439.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57514.457031 Penalty: 3141.306641
	Iteration 11Q: 3 clusters Score -57514.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -57575.718750 Penalty: 3141.306641
	Iteration 12Q: 3 clusters Score -57575.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57589.636719 Penalty: 3141.306641
	Iteration 13Q: 3 clusters Score -57589.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57602.820312 Penalty: 3141.306641
	Iteration 14Q: 3 clusters Score -57602.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -57619.265625 Penalty: 3141.306641
	Iteration 15Q: 3 clusters Score -57619.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -57620.070312 Penalty: 3141.306641
	Iteration 16F: 3 clusters Score -57620.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -57623.746094 Penalty: 3141.306641
	Iteration 17Q: 3 clusters Score -57623.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57627.519531 Penalty: 3141.306641
	Iteration 18Q: 3 clusters Score -57627.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57631.808594 Penalty: 3141.306641
	Iteration 19Q: 3 clusters Score -57631.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -57636.738281 Penalty: 3141.306641
	Iteration 20F: 3 clusters Score -57636.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -57641.261719 Penalty: 3141.306641
	Iteration 21Q: 3 clusters Score -57641.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -57649.656250 Penalty: 3141.306641
	Iteration 22Q: 3 clusters Score -57649.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -57655.375000 Penalty: 3141.306641
	Iteration 23Q: 3 clusters Score -57655.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -57659.785156 Penalty: 3141.306641
	Iteration 24Q: 3 clusters Score -57659.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -57664.035156 Penalty: 3141.306641
	Iteration 25Q: 3 clusters Score -57664.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -57664.035156 Penalty: 3141.306641
	Iteration 26F: 3 clusters Score -57664.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Entering Unmasked Estep 
Score: -314884.156250 Penalty: 1940.561768
	Iteration 0F: 2 clusters Score -314884.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -311863.125000 Penalty: 3881.123535
	Iteration 0F: 3 clusters Score -311863.1 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -312455.281250 Penalty: 3881.123535
	Iteration 1F: 3 clusters Score -312455.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -312588.187500 Penalty: 3881.123535
	Iteration 2F: 3 clusters Score -312588.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -312651.875000 Penalty: 3881.123535
	Iteration 3Q: 3 clusters Score -312651.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -312677.593750 Penalty: 3881.123535
	Iteration 4Q: 3 clusters Score -312677.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -312693.156250 Penalty: 3881.123535
	Iteration 5Q: 3 clusters Score -312693.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -312706.250000 Penalty: 3881.123535
	Iteration 6Q: 3 clusters Score -312706.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -312718.718750 Penalty: 3881.123535
	Iteration 7Q: 3 clusters Score -312718.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -312728.437500 Penalty: 3881.123535
	Iteration 8Q: 3 clusters Score -312728.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -312734.187500 Penalty: 3881.123535
	Iteration 9Q: 3 clusters Score -312734.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -312738.906250 Penalty: 3881.123535
	Iteration 10Q: 3 clusters Score -312738.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -312743.000000 Penalty: 3881.123535
	Iteration 11Q: 3 clusters Score -312743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -312746.625000 Penalty: 3881.123535
	Iteration 12Q: 3 clusters Score -312746.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -312749.656250 Penalty: 3881.123535
	Iteration 13Q: 3 clusters Score -312749.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -312751.031250 Penalty: 3881.123535
	Iteration 14Q: 3 clusters Score -312751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -312751.125000 Penalty: 3881.123535
	Iteration 15Q: 3 clusters Score -312751.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -312751.812500 Penalty: 3881.123535
	Iteration 16Q: 3 clusters Score -312751.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -312752.468750 Penalty: 3881.123535
	Iteration 17Q: 3 clusters Score -312752.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -312752.937500 Penalty: 3881.123535
	Iteration 18Q: 3 clusters Score -312752.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -312753.406250 Penalty: 3881.123535
	Iteration 19Q: 3 clusters Score -312753.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -312756.312500 Penalty: 3881.123535
	Iteration 20F: 3 clusters Score -312756.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -312757.000000 Penalty: 3881.123535
	Iteration 21Q: 3 clusters Score -312757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -312759.468750 Penalty: 3881.123535
	Iteration 22Q: 3 clusters Score -312759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -312759.031250 Penalty: 3881.123535
	Iteration 23Q: 3 clusters Score -312759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -312760.093750 Penalty: 3881.123535
	Iteration 24Q: 3 clusters Score -312760.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -312760.093750 Penalty: 3881.123535
	Iteration 25F: 3 clusters Score -312760.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Entering Unmasked Estep 
Score: -1469961.125000 Penalty: 2334.878174
	Iteration 0F: 2 clusters Score -1469961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1460864.250000 Penalty: 4669.756348
	Iteration 0F: 3 clusters Score -1460864 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1463845.125000 Penalty: 4669.756348
	Iteration 1F: 3 clusters Score -1463845 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1464317.500000 Penalty: 4669.756348
	Iteration 2F: 3 clusters Score -1464318 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1464718.250000 Penalty: 4669.756348
	Iteration 3F: 3 clusters Score -1464718 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1465164.625000 Penalty: 4669.756348
	Iteration 4F: 3 clusters Score -1465165 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1465718.125000 Penalty: 4669.756348
	Iteration 5F: 3 clusters Score -1465718 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1466355.125000 Penalty: 4669.756348
	Iteration 6F: 3 clusters Score -1466355 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1466934.625000 Penalty: 4669.756348
	Iteration 7F: 3 clusters Score -1466935 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1467377.875000 Penalty: 4669.756348
	Iteration 8Q: 3 clusters Score -1467378 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1467704.375000 Penalty: 4669.756348
	Iteration 9Q: 3 clusters Score -1467704 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1467951.875000 Penalty: 4669.756348
	Iteration 10Q: 3 clusters Score -1467952 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1468143.375000 Penalty: 4669.756348
	Iteration 11Q: 3 clusters Score -1468143 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1468268.500000 Penalty: 4669.756348
	Iteration 12Q: 3 clusters Score -1468268 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1468342.750000 Penalty: 4669.756348
	Iteration 13Q: 3 clusters Score -1468343 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1468378.000000 Penalty: 4669.756348
	Iteration 14Q: 3 clusters Score -1468378 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1468400.500000 Penalty: 4669.756348
	Iteration 15Q: 3 clusters Score -1468400 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1468414.375000 Penalty: 4669.756348
	Iteration 16Q: 3 clusters Score -1468414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1468426.625000 Penalty: 4669.756348
	Iteration 17Q: 3 clusters Score -1468427 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1468437.000000 Penalty: 4669.756348
	Iteration 18Q: 3 clusters Score -1468437 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1468442.875000 Penalty: 4669.756348
	Iteration 19Q: 3 clusters Score -1468443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1468446.875000 Penalty: 4669.756348
	Iteration 20F: 3 clusters Score -1468447 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1468453.000000 Penalty: 4669.756348
	Iteration 21Q: 3 clusters Score -1468453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1468457.000000 Penalty: 4669.756348
	Iteration 22Q: 3 clusters Score -1468457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1468466.250000 Penalty: 4669.756348
	Iteration 23Q: 3 clusters Score -1468466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1468465.375000 Penalty: 4669.756348
	Iteration 24Q: 3 clusters Score -1468465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1468472.000000 Penalty: 4669.756348
	Iteration 25Q: 3 clusters Score -1468472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1468471.750000 Penalty: 4669.756348
	Iteration 26Q: 3 clusters Score -1468472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1468474.500000 Penalty: 4669.756348
	Iteration 27Q: 3 clusters Score -1468474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1468475.125000 Penalty: 4669.756348
	Iteration 28Q: 3 clusters Score -1468475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1468475.000000 Penalty: 4669.756348
	Iteration 29Q: 3 clusters Score -1468475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1468476.375000 Penalty: 4669.756348
	Iteration 30Q: 3 clusters Score -1468476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1468476.375000 Penalty: 4669.756348
	Iteration 31F: 3 clusters Score -1468476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -59266.429688 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -59266.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57721.058594 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -57721.06 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58360.511719 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -58360.51 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58554.699219 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -58554.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -58729.835938 Penalty: 3176.172607
	Iteration 3F: 3 clusters Score -58729.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -58901.085938 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -58901.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59007.863281 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -59007.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59073.593750 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -59073.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -59124.113281 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -59124.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -59177.535156 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -59177.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -59209.531250 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -59209.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59220.949219 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -59220.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -59238.164062 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -59238.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59258.125000 Penalty: 3176.172607
	Iteration 12Q: 3 clusters Score -59258.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -59281.226562 Penalty: 3176.172607
	Iteration 13Q: 3 clusters Score -59281.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59322.285156 Penalty: 3176.172607
	Iteration 14Q: 3 clusters Score -59322.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -59373.718750 Penalty: 3176.172607
	Iteration 15Q: 3 clusters Score -59373.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59406.246094 Penalty: 3176.172607
	Iteration 16Q: 3 clusters Score -59406.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59448.656250 Penalty: 3176.172607
	Iteration 17Q: 3 clusters Score -59448.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59474.050781 Penalty: 3176.172607
	Iteration 18Q: 3 clusters Score -59474.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -59536.550781 Penalty: 3176.172607
	Iteration 19Q: 3 clusters Score -59536.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -59579.816406 Penalty: 3176.172607
	Iteration 20F: 3 clusters Score -59579.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59649.777344 Penalty: 3176.172607
	Iteration 21Q: 3 clusters Score -59649.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59762.707031 Penalty: 3176.172607
	Iteration 22Q: 3 clusters Score -59762.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59850.070312 Penalty: 3176.172607
	Iteration 23Q: 3 clusters Score -59850.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -59877.765625 Penalty: 3176.172607
	Iteration 24Q: 3 clusters Score -59877.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59881.742188 Penalty: 3176.172607
	Iteration 25Q: 3 clusters Score -59881.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59892.000000 Penalty: 3176.172607
	Iteration 26Q: 3 clusters Score -59892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -59897.003906 Penalty: 3176.172607
	Iteration 27F: 3 clusters Score -59897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59914.890625 Penalty: 3176.172607
	Iteration 28Q: 3 clusters Score -59914.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59925.328125 Penalty: 3176.172607
	Iteration 29Q: 3 clusters Score -59925.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -59960.195312 Penalty: 3176.172607
	Iteration 30Q: 3 clusters Score -59960.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60025.601562 Penalty: 3176.172607
	Iteration 31Q: 3 clusters Score -60025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -60064.132812 Penalty: 3176.172607
	Iteration 32Q: 3 clusters Score -60064.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60070.867188 Penalty: 3176.172607
	Iteration 33Q: 3 clusters Score -60070.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60070.867188 Penalty: 3176.172607
	Iteration 34F: 3 clusters Score -60070.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 12269 members 
Mstep: Class 5 contains 359 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168832 members 
Mstep: Class 9 contains 118997 members 
Mstep: Class 10 contains 120050 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171628 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48891 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6855 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206068 members 
Mstep: Class 20 contains 64049 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 245 members 
Entering Unmasked Estep 
Score: -119286936.000000 Penalty: 75182.937500
Splitting cluster 5 changes total score from -119287912.000000 to -119286936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -61719.035156 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -61719.04 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 323 members 
Entering Unmasked Estep 
Score: -60145.855469 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -60145.86 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60692.832031 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -60692.83 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61321.699219 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -61321.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61963.070312 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -61963.07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62857.066406 Penalty: 3232.031738
	Iteration 4F: 3 clusters Score -62857.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63266.003906 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -63266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63354.582031 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -63354.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63378.363281 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -63378.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63399.128906 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -63399.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63399.128906 Penalty: 3232.031738
	Iteration 9F: 3 clusters Score -63399.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 12269 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 400 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168832 members 
Mstep: Class 9 contains 118997 members 
Mstep: Class 10 contains 120050 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171628 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48891 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6855 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206068 members 
Mstep: Class 20 contains 64049 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 276 members 
Entering Unmasked Estep 
Score: -119287792.000000 Penalty: 75182.937500
Splitting cluster 6 changes total score from -119287912.000000 to -119287792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -77267.531250 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -77267.53 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 357 members 
Entering Unmasked Estep 
Score: -75616.132812 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -75616.13 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -76057.484375 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -76057.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -76279.367188 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -76279.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76389.210938 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -76389.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76460.460938 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -76460.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -76505.523438 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -76505.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -76530.937500 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -76530.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -76558.664062 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -76558.66 nChanged 6
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: -76570.046875 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -76570.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76589.984375 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -76589.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76621.421875 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -76621.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -76636.812500 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -76636.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -76643.632812 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -76643.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -76650.296875 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -76650.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -76660.257812 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -76660.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -76672.156250 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -76672.16 nChanged 4
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: -76678.757812 Penalty: 3261.237549
	Iteration 16Q: 3 clusters Score -76678.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -76680.289062 Penalty: 3261.237549
	Iteration 17Q: 3 clusters Score -76680.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -76701.406250 Penalty: 3261.237549
	Iteration 18Q: 3 clusters Score -76701.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76708.296875 Penalty: 3261.237549
	Iteration 19Q: 3 clusters Score -76708.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -76713.976562 Penalty: 3261.237549
	Iteration 20F: 3 clusters Score -76713.98 nChanged 4
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: -76725.968750 Penalty: 3261.237549
	Iteration 21Q: 3 clusters Score -76725.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -76740.609375 Penalty: 3261.237549
	Iteration 22Q: 3 clusters Score -76740.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -76753.382812 Penalty: 3261.237549
	Iteration 23Q: 3 clusters Score -76753.38 nChanged 3
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: -76758.109375 Penalty: 3261.237549
	Iteration 24Q: 3 clusters Score -76758.11 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: -76759.578125 Penalty: 3261.237549
	Iteration 25Q: 3 clusters Score -76759.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -76764.226562 Penalty: 3261.237549
	Iteration 26Q: 3 clusters Score -76764.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -76768.335938 Penalty: 3261.237549
	Iteration 27Q: 3 clusters Score -76768.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -76770.359375 Penalty: 3261.237549
	Iteration 28Q: 3 clusters Score -76770.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -76770.359375 Penalty: 3261.237549
	Iteration 29F: 3 clusters Score -76770.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (168832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168832 members 
Entering Unmasked Estep 
Score: -21304786.000000 Penalty: 2985.091553
	Iteration 0F: 2 clusters Score -2.130479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84253 members 
Mstep: Class 2 contains 84579 members 
Entering Unmasked Estep 
Score: -21192670.000000 Penalty: 5970.183105
	Iteration 0F: 3 clusters Score -2.119267e+07 nChanged 80750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82141 members 
Mstep: Class 2 contains 86691 members 
Entering Unmasked Estep 
Score: -21240296.000000 Penalty: 5970.183105
	Iteration 1F: 3 clusters Score -2.12403e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80753 members 
Mstep: Class 2 contains 88079 members 
Entering Unmasked Estep 
Score: -21241532.000000 Penalty: 5970.183105
	Iteration 2Q: 3 clusters Score -2.124153e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78500 members 
Mstep: Class 2 contains 90332 members 
Entering Unmasked Estep 
Score: -21243158.000000 Penalty: 5970.183105
	Iteration 3Q: 3 clusters Score -2.124316e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75030 members 
Mstep: Class 2 contains 93802 members 
Entering Unmasked Estep 
Score: -21245260.000000 Penalty: 5970.183105
	Iteration 4Q: 3 clusters Score -2.124526e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69745 members 
Mstep: Class 2 contains 99087 members 
Entering Unmasked Estep 
Score: -21248374.000000 Penalty: 5970.183105
	Iteration 5Q: 3 clusters Score -2.124837e+07 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 106834 members 
Entering Unmasked Estep 
Score: -21253472.000000 Penalty: 5970.183105
	Iteration 6F: 3 clusters Score -2.125347e+07 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 117133 members 
Entering Unmasked Estep 
Score: -21261278.000000 Penalty: 5970.183105
	Iteration 7F: 3 clusters Score -2.126128e+07 nChanged 12688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 129295 members 
Entering Unmasked Estep 
Score: -21271848.000000 Penalty: 5970.183105
	Iteration 8F: 3 clusters Score -2.127185e+07 nChanged 11666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 140589 members 
Entering Unmasked Estep 
Score: -21282494.000000 Penalty: 5970.183105
	Iteration 9F: 3 clusters Score -2.128249e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 148928 members 
Entering Unmasked Estep 
Score: -21290146.000000 Penalty: 5970.183105
	Iteration 10F: 3 clusters Score -2.129015e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 154496 members 
Entering Unmasked Estep 
Score: -21294932.000000 Penalty: 5970.183105
	Iteration 11Q: 3 clusters Score -2.129493e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 157988 members 
Entering Unmasked Estep 
Score: -21297500.000000 Penalty: 5970.183105
	Iteration 12Q: 3 clusters Score -2.12975e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 160461 members 
Entering Unmasked Estep 
Score: -21299164.000000 Penalty: 5970.183105
	Iteration 13Q: 3 clusters Score -2.129916e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 162221 members 
Entering Unmasked Estep 
Score: -21300300.000000 Penalty: 5970.183105
	Iteration 14Q: 3 clusters Score -2.13003e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 163465 members 
Entering Unmasked Estep 
Score: -21301044.000000 Penalty: 5970.183105
	Iteration 15Q: 3 clusters Score -2.130104e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 164382 members 
Entering Unmasked Estep 
Score: -21301776.000000 Penalty: 5970.183105
	Iteration 16Q: 3 clusters Score -2.130178e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 164983 members 
Entering Unmasked Estep 
Score: -21302330.000000 Penalty: 5970.183105
	Iteration 17Q: 3 clusters Score -2.130233e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 165382 members 
Entering Unmasked Estep 
Score: -21302740.000000 Penalty: 5970.183105
	Iteration 18Q: 3 clusters Score -2.130274e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 165627 members 
Entering Unmasked Estep 
Score: -21302938.000000 Penalty: 5970.183105
	Iteration 19Q: 3 clusters Score -2.130294e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 165802 members 
Entering Unmasked Estep 
Score: -21303014.000000 Penalty: 5970.183105
	Iteration 20F: 3 clusters Score -2.130301e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 165930 members 
Entering Unmasked Estep 
Score: -21303042.000000 Penalty: 5970.183105
	Iteration 21Q: 3 clusters Score -2.130304e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 166029 members 
Entering Unmasked Estep 
Score: -21303110.000000 Penalty: 5970.183105
	Iteration 22Q: 3 clusters Score -2.130311e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 166107 members 
Entering Unmasked Estep 
Score: -21303154.000000 Penalty: 5970.183105
	Iteration 23Q: 3 clusters Score -2.130315e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 166167 members 
Entering Unmasked Estep 
Score: -21303210.000000 Penalty: 5970.183105
	Iteration 24Q: 3 clusters Score -2.130321e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 166195 members 
Entering Unmasked Estep 
Score: -21303188.000000 Penalty: 5970.183105
	Iteration 25Q: 3 clusters Score -2.130319e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 166214 members 
Entering Unmasked Estep 
Score: -21303194.000000 Penalty: 5970.183105
	Iteration 26Q: 3 clusters Score -2.130319e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 166233 members 
Entering Unmasked Estep 
Score: -21303200.000000 Penalty: 5970.183105
	Iteration 27Q: 3 clusters Score -2.13032e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 166236 members 
Entering Unmasked Estep 
Score: -21303206.000000 Penalty: 5970.183105
	Iteration 28Q: 3 clusters Score -2.130321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 166238 members 
Entering Unmasked Estep 
Score: -21303220.000000 Penalty: 5970.183105
	Iteration 29Q: 3 clusters Score -2.130322e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 166243 members 
Entering Unmasked Estep 
Score: -21303208.000000 Penalty: 5970.183105
	Iteration 30Q: 3 clusters Score -2.130321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 166243 members 
Entering Unmasked Estep 
Score: -21303204.000000 Penalty: 5970.183105
	Iteration 31Q: 3 clusters Score -2.13032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 166246 members 
Entering Unmasked Estep 
Score: -21303202.000000 Penalty: 5970.183105
	Iteration 32Q: 3 clusters Score -2.13032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 166250 members 
Entering Unmasked Estep 
Score: -21303210.000000 Penalty: 5970.183105
	Iteration 33Q: 3 clusters Score -2.130321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 166253 members 
Entering Unmasked Estep 
Score: -21303210.000000 Penalty: 5970.183105
	Iteration 34Q: 3 clusters Score -2.130321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 166256 members 
Entering Unmasked Estep 
Score: -21303216.000000 Penalty: 5970.183105
	Iteration 35Q: 3 clusters Score -2.130322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 166260 members 
Entering Unmasked Estep 
Score: -21303214.000000 Penalty: 5970.183105
	Iteration 36Q: 3 clusters Score -2.130321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 166263 members 
Entering Unmasked Estep 
Score: -21303200.000000 Penalty: 5970.183105
	Iteration 37Q: 3 clusters Score -2.13032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 166264 members 
Entering Unmasked Estep 
Score: -21303204.000000 Penalty: 5970.183105
	Iteration 38Q: 3 clusters Score -2.13032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 166265 members 
Entering Unmasked Estep 
Score: -21303204.000000 Penalty: 5970.183105
	Iteration 39Q: 3 clusters Score -2.13032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 166265 members 
Entering Unmasked Estep 
Score: -21303204.000000 Penalty: 5970.183105
	Iteration 40F: 3 clusters Score -2.13032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (118997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118997 members 
Entering Unmasked Estep 
Score: -15039313.000000 Penalty: 2898.339600
	Iteration 0F: 2 clusters Score -1.503931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 59332 members 
Entering Unmasked Estep 
Score: -14959757.000000 Penalty: 5796.679199
	Iteration 0F: 3 clusters Score -1.495976e+07 nChanged 56595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -14992208.000000 Penalty: 5796.679199
	Iteration 1F: 3 clusters Score -1.499221e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62576 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -14992855.000000 Penalty: 5796.679199
	Iteration 2Q: 3 clusters Score -1.499286e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64296 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -14993744.000000 Penalty: 5796.679199
	Iteration 3Q: 3 clusters Score -1.499374e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66926 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -14994923.000000 Penalty: 5796.679199
	Iteration 4Q: 3 clusters Score -1.499492e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70832 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -14996776.000000 Penalty: 5796.679199
	Iteration 5Q: 3 clusters Score -1.499678e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76435 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -14999969.000000 Penalty: 5796.679199
	Iteration 6F: 3 clusters Score -1.499997e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84108 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -15005476.000000 Penalty: 5796.679199
	Iteration 7F: 3 clusters Score -1.500548e+07 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93485 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -15013319.000000 Penalty: 5796.679199
	Iteration 8F: 3 clusters Score -1.501332e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102747 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -15021731.000000 Penalty: 5796.679199
	Iteration 9F: 3 clusters Score -1.502173e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110129 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -15028671.000000 Penalty: 5796.679199
	Iteration 10F: 3 clusters Score -1.502867e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114792 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -15033169.000000 Penalty: 5796.679199
	Iteration 11Q: 3 clusters Score -1.503317e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117107 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -15035177.000000 Penalty: 5796.679199
	Iteration 12Q: 3 clusters Score -1.503518e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118066 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -15036009.000000 Penalty: 5796.679199
	Iteration 13Q: 3 clusters Score -1.503601e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118418 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -15036356.000000 Penalty: 5796.679199
	Iteration 14Q: 3 clusters Score -1.503636e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118570 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -15036520.000000 Penalty: 5796.679199
	Iteration 15Q: 3 clusters Score -1.503652e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118615 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -15036606.000000 Penalty: 5796.679199
	Iteration 16Q: 3 clusters Score -1.503661e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118647 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -15036642.000000 Penalty: 5796.679199
	Iteration 17Q: 3 clusters Score -1.503664e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118664 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -15036672.000000 Penalty: 5796.679199
	Iteration 18Q: 3 clusters Score -1.503667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118671 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -15036697.000000 Penalty: 5796.679199
	Iteration 19Q: 3 clusters Score -1.50367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118679 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -15036719.000000 Penalty: 5796.679199
	Iteration 20F: 3 clusters Score -1.503672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118689 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -15036736.000000 Penalty: 5796.679199
	Iteration 21Q: 3 clusters Score -1.503674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118696 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -15036760.000000 Penalty: 5796.679199
	Iteration 22Q: 3 clusters Score -1.503676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118698 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -15036764.000000 Penalty: 5796.679199
	Iteration 23Q: 3 clusters Score -1.503676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118699 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -15036769.000000 Penalty: 5796.679199
	Iteration 24Q: 3 clusters Score -1.503677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118700 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -15036762.000000 Penalty: 5796.679199
	Iteration 25Q: 3 clusters Score -1.503676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118702 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15036771.000000 Penalty: 5796.679199
	Iteration 26Q: 3 clusters Score -1.503677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118702 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15036767.000000 Penalty: 5796.679199
	Iteration 27Q: 3 clusters Score -1.503677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118700 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -15036767.000000 Penalty: 5796.679199
	Iteration 28Q: 3 clusters Score -1.503677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118699 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -15036771.000000 Penalty: 5796.679199
	Iteration 29Q: 3 clusters Score -1.503677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118699 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -15036771.000000 Penalty: 5796.679199
	Iteration 30F: 3 clusters Score -1.503677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (120050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120050 members 
Entering Unmasked Estep 
Score: -15209696.000000 Penalty: 2900.524414
	Iteration 0F: 2 clusters Score -1.52097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60319 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -15128960.000000 Penalty: 5801.048828
	Iteration 0F: 3 clusters Score -1.512896e+07 nChanged 57185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 57404 members 
Entering Unmasked Estep 
Score: -15161944.000000 Penalty: 5801.048828
	Iteration 1F: 3 clusters Score -1.516194e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64467 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -15162961.000000 Penalty: 5801.048828
	Iteration 2Q: 3 clusters Score -1.516296e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67291 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -15164373.000000 Penalty: 5801.048828
	Iteration 3Q: 3 clusters Score -1.516437e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71682 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -15166384.000000 Penalty: 5801.048828
	Iteration 4Q: 3 clusters Score -1.516638e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78126 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -15170265.000000 Penalty: 5801.048828
	Iteration 5F: 3 clusters Score -1.517026e+07 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87135 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -15177125.000000 Penalty: 5801.048828
	Iteration 6F: 3 clusters Score -1.517712e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97814 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -15186675.000000 Penalty: 5801.048828
	Iteration 7F: 3 clusters Score -1.518668e+07 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107559 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -15196199.000000 Penalty: 5801.048828
	Iteration 8F: 3 clusters Score -1.51962e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113934 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -15202356.000000 Penalty: 5801.048828
	Iteration 9F: 3 clusters Score -1.520236e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117048 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -15205194.000000 Penalty: 5801.048828
	Iteration 10Q: 3 clusters Score -1.520519e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118350 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -15206269.000000 Penalty: 5801.048828
	Iteration 11Q: 3 clusters Score -1.520627e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118910 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -15206743.000000 Penalty: 5801.048828
	Iteration 12Q: 3 clusters Score -1.520674e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119159 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -15206948.000000 Penalty: 5801.048828
	Iteration 13Q: 3 clusters Score -1.520695e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119291 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -15207125.000000 Penalty: 5801.048828
	Iteration 14Q: 3 clusters Score -1.520712e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119372 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -15207215.000000 Penalty: 5801.048828
	Iteration 15Q: 3 clusters Score -1.520722e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119423 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -15207294.000000 Penalty: 5801.048828
	Iteration 16Q: 3 clusters Score -1.520729e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119462 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -15207328.000000 Penalty: 5801.048828
	Iteration 17Q: 3 clusters Score -1.520733e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119491 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -15207370.000000 Penalty: 5801.048828
	Iteration 18Q: 3 clusters Score -1.520737e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119503 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -15207390.000000 Penalty: 5801.048828
	Iteration 19Q: 3 clusters Score -1.520739e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119521 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -15207415.000000 Penalty: 5801.048828
	Iteration 20F: 3 clusters Score -1.520742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119528 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -15207424.000000 Penalty: 5801.048828
	Iteration 21Q: 3 clusters Score -1.520742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119531 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -15207433.000000 Penalty: 5801.048828
	Iteration 22Q: 3 clusters Score -1.520743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119536 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -15207428.000000 Penalty: 5801.048828
	Iteration 23Q: 3 clusters Score -1.520743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119536 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -15207428.000000 Penalty: 5801.048828
	Iteration 24Q: 3 clusters Score -1.520743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119538 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -15207423.000000 Penalty: 5801.048828
	Iteration 25Q: 3 clusters Score -1.520742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119540 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -15207426.000000 Penalty: 5801.048828
	Iteration 26Q: 3 clusters Score -1.520743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119539 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -15207431.000000 Penalty: 5801.048828
	Iteration 27Q: 3 clusters Score -1.520743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119540 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -15207426.000000 Penalty: 5801.048828
	Iteration 28Q: 3 clusters Score -1.520743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119540 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -15207441.000000 Penalty: 5801.048828
	Iteration 29Q: 3 clusters Score -1.520744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119544 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -15207440.000000 Penalty: 5801.048828
	Iteration 30Q: 3 clusters Score -1.520744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119544 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -15207444.000000 Penalty: 5801.048828
	Iteration 31Q: 3 clusters Score -1.520744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119544 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -15207444.000000 Penalty: 5801.048828
	Iteration 32F: 3 clusters Score -1.520744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -75501.640625 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -75501.64 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 375 members 
Entering Unmasked Estep 
Score: -73859.359375 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -73859.36 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -74353.296875 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -74353.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -74708.609375 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -74708.61 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -74945.320312 Penalty: 3270.829102
	Iteration 3F: 3 clusters Score -74945.32 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -75220.375000 Penalty: 3270.829102
	Iteration 4F: 3 clusters Score -75220.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -75493.312500 Penalty: 3270.829102
	Iteration 5Q: 3 clusters Score -75493.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -75677.179688 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -75677.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -75855.195312 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -75855.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76197.812500 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -76197.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76308.578125 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -76308.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76317.937500 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -76317.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76334.382812 Penalty: 3270.829102
	Iteration 11F: 3 clusters Score -76334.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76352.320312 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -76352.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -76360.234375 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -76360.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -76377.289062 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -76377.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -76416.203125 Penalty: 3270.829102
	Iteration 15Q: 3 clusters Score -76416.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -76518.742188 Penalty: 3270.829102
	Iteration 16Q: 3 clusters Score -76518.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -76714.781250 Penalty: 3270.829102
	Iteration 17Q: 3 clusters Score -76714.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -76714.781250 Penalty: 3270.829102
	Iteration 18F: 3 clusters Score -76714.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 12269 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168832 members 
Mstep: Class 9 contains 118997 members 
Mstep: Class 10 contains 120050 members 
Mstep: Class 11 contains 374 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171628 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48891 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6855 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206068 members 
Mstep: Class 20 contains 64049 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 357 members 
Entering Unmasked Estep 
Score: -119287480.000000 Penalty: 75182.937500
Splitting cluster 11 changes total score from -119287912.000000 to -119287480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -147411.468750 Penalty: 1762.234985
	Iteration 0F: 2 clusters Score -147411.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -145279.265625 Penalty: 3524.469971
	Iteration 0F: 3 clusters Score -145279.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -145593.671875 Penalty: 3524.469971
	Iteration 1F: 3 clusters Score -145593.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -145699.781250 Penalty: 3524.469971
	Iteration 2F: 3 clusters Score -145699.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -145751.421875 Penalty: 3524.469971
	Iteration 3Q: 3 clusters Score -145751.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -145773.453125 Penalty: 3524.469971
	Iteration 4Q: 3 clusters Score -145773.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -145788.515625 Penalty: 3524.469971
	Iteration 5Q: 3 clusters Score -145788.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -145794.687500 Penalty: 3524.469971
	Iteration 6Q: 3 clusters Score -145794.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -145796.250000 Penalty: 3524.469971
	Iteration 7Q: 3 clusters Score -145796.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -145800.203125 Penalty: 3524.469971
	Iteration 8Q: 3 clusters Score -145800.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -145802.781250 Penalty: 3524.469971
	Iteration 9Q: 3 clusters Score -145802.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -145805.437500 Penalty: 3524.469971
	Iteration 10Q: 3 clusters Score -145805.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -145806.000000 Penalty: 3524.469971
	Iteration 11Q: 3 clusters Score -145806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -145806.734375 Penalty: 3524.469971
	Iteration 12Q: 3 clusters Score -145806.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -145806.734375 Penalty: 3524.469971
	Iteration 13F: 3 clusters Score -145806.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (171628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171628 members 
Entering Unmasked Estep 
Score: -21600800.000000 Penalty: 2989.165039
	Iteration 0F: 2 clusters Score -2.16008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85559 members 
Mstep: Class 2 contains 86069 members 
Entering Unmasked Estep 
Score: -21486358.000000 Penalty: 5978.330078
	Iteration 0F: 3 clusters Score -2.148636e+07 nChanged 82296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79777 members 
Mstep: Class 2 contains 91851 members 
Entering Unmasked Estep 
Score: -21535352.000000 Penalty: 5978.330078
	Iteration 1F: 3 clusters Score -2.153535e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76110 members 
Mstep: Class 2 contains 95518 members 
Entering Unmasked Estep 
Score: -21536718.000000 Penalty: 5978.330078
	Iteration 2Q: 3 clusters Score -2.153672e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70588 members 
Mstep: Class 2 contains 101040 members 
Entering Unmasked Estep 
Score: -21539084.000000 Penalty: 5978.330078
	Iteration 3Q: 3 clusters Score -2.153908e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 109185 members 
Entering Unmasked Estep 
Score: -21543474.000000 Penalty: 5978.330078
	Iteration 4F: 3 clusters Score -2.154347e+07 nChanged 11988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 120619 members 
Entering Unmasked Estep 
Score: -21551730.000000 Penalty: 5978.330078
	Iteration 5F: 3 clusters Score -2.155173e+07 nChanged 14672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 134995 members 
Entering Unmasked Estep 
Score: -21564556.000000 Penalty: 5978.330078
	Iteration 6F: 3 clusters Score -2.156456e+07 nChanged 14695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 149564 members 
Entering Unmasked Estep 
Score: -21579420.000000 Penalty: 5978.330078
	Iteration 7F: 3 clusters Score -2.157942e+07 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 160030 members 
Entering Unmasked Estep 
Score: -21590436.000000 Penalty: 5978.330078
	Iteration 8F: 3 clusters Score -2.159044e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 165203 members 
Entering Unmasked Estep 
Score: -21595388.000000 Penalty: 5978.330078
	Iteration 9Q: 3 clusters Score -2.159539e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 167390 members 
Entering Unmasked Estep 
Score: -21597250.000000 Penalty: 5978.330078
	Iteration 10Q: 3 clusters Score -2.159725e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 168377 members 
Entering Unmasked Estep 
Score: -21597920.000000 Penalty: 5978.330078
	Iteration 11Q: 3 clusters Score -2.159792e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 168952 members 
Entering Unmasked Estep 
Score: -21598268.000000 Penalty: 5978.330078
	Iteration 12Q: 3 clusters Score -2.159827e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 169311 members 
Entering Unmasked Estep 
Score: -21598460.000000 Penalty: 5978.330078
	Iteration 13Q: 3 clusters Score -2.159846e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 169546 members 
Entering Unmasked Estep 
Score: -21598582.000000 Penalty: 5978.330078
	Iteration 14Q: 3 clusters Score -2.159858e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 169731 members 
Entering Unmasked Estep 
Score: -21598610.000000 Penalty: 5978.330078
	Iteration 15Q: 3 clusters Score -2.159861e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 169865 members 
Entering Unmasked Estep 
Score: -21598602.000000 Penalty: 5978.330078
	Iteration 16Q: 3 clusters Score -2.15986e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 169957 members 
Entering Unmasked Estep 
Score: -21598636.000000 Penalty: 5978.330078
	Iteration 17Q: 3 clusters Score -2.159864e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 170038 members 
Entering Unmasked Estep 
Score: -21598638.000000 Penalty: 5978.330078
	Iteration 18Q: 3 clusters Score -2.159864e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 170112 members 
Entering Unmasked Estep 
Score: -21598664.000000 Penalty: 5978.330078
	Iteration 19Q: 3 clusters Score -2.159866e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 170180 members 
Entering Unmasked Estep 
Score: -21598662.000000 Penalty: 5978.330078
	Iteration 20F: 3 clusters Score -2.159866e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 170234 members 
Entering Unmasked Estep 
Score: -21598692.000000 Penalty: 5978.330078
	Iteration 21Q: 3 clusters Score -2.159869e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 170273 members 
Entering Unmasked Estep 
Score: -21598682.000000 Penalty: 5978.330078
	Iteration 22Q: 3 clusters Score -2.159868e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 170306 members 
Entering Unmasked Estep 
Score: -21598694.000000 Penalty: 5978.330078
	Iteration 23Q: 3 clusters Score -2.159869e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 170335 members 
Entering Unmasked Estep 
Score: -21598664.000000 Penalty: 5978.330078
	Iteration 24Q: 3 clusters Score -2.159866e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 170362 members 
Entering Unmasked Estep 
Score: -21598650.000000 Penalty: 5978.330078
	Iteration 25Q: 3 clusters Score -2.159865e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 170390 members 
Entering Unmasked Estep 
Score: -21598664.000000 Penalty: 5978.330078
	Iteration 26Q: 3 clusters Score -2.159866e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 170419 members 
Entering Unmasked Estep 
Score: -21598670.000000 Penalty: 5978.330078
	Iteration 27Q: 3 clusters Score -2.159867e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 170446 members 
Entering Unmasked Estep 
Score: -21598680.000000 Penalty: 5978.330078
	Iteration 28Q: 3 clusters Score -2.159868e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 170473 members 
Entering Unmasked Estep 
Score: -21598710.000000 Penalty: 5978.330078
	Iteration 29Q: 3 clusters Score -2.159871e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 170505 members 
Entering Unmasked Estep 
Score: -21598688.000000 Penalty: 5978.330078
	Iteration 30Q: 3 clusters Score -2.159869e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 170526 members 
Entering Unmasked Estep 
Score: -21598720.000000 Penalty: 5978.330078
	Iteration 31Q: 3 clusters Score -2.159872e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 170544 members 
Entering Unmasked Estep 
Score: -21598744.000000 Penalty: 5978.330078
	Iteration 32Q: 3 clusters Score -2.159874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 170555 members 
Entering Unmasked Estep 
Score: -21598728.000000 Penalty: 5978.330078
	Iteration 33Q: 3 clusters Score -2.159873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 170565 members 
Entering Unmasked Estep 
Score: -21598736.000000 Penalty: 5978.330078
	Iteration 34Q: 3 clusters Score -2.159874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 170571 members 
Entering Unmasked Estep 
Score: -21598724.000000 Penalty: 5978.330078
	Iteration 35Q: 3 clusters Score -2.159872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 170578 members 
Entering Unmasked Estep 
Score: -21598736.000000 Penalty: 5978.330078
	Iteration 36Q: 3 clusters Score -2.159874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 170585 members 
Entering Unmasked Estep 
Score: -21598734.000000 Penalty: 5978.330078
	Iteration 37Q: 3 clusters Score -2.159873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 170589 members 
Entering Unmasked Estep 
Score: -21598734.000000 Penalty: 5978.330078
	Iteration 38Q: 3 clusters Score -2.159873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 170596 members 
Entering Unmasked Estep 
Score: -21598734.000000 Penalty: 5978.330078
	Iteration 39Q: 3 clusters Score -2.159873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 170600 members 
Entering Unmasked Estep 
Score: -21598738.000000 Penalty: 5978.330078
	Iteration 40F: 3 clusters Score -2.159874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 170604 members 
Entering Unmasked Estep 
Score: -21598742.000000 Penalty: 5978.330078
	Iteration 41Q: 3 clusters Score -2.159874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 170605 members 
Entering Unmasked Estep 
Score: -21598742.000000 Penalty: 5978.330078
	Iteration 42Q: 3 clusters Score -2.159874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 170605 members 
Entering Unmasked Estep 
Score: -21598742.000000 Penalty: 5978.330078
	Iteration 43F: 3 clusters Score -2.159874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -174551.890625 Penalty: 1805.271118
	Iteration 0F: 2 clusters Score -174551.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -172303.500000 Penalty: 3610.542236
	Iteration 0F: 3 clusters Score -172303.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -172664.562500 Penalty: 3610.542236
	Iteration 1F: 3 clusters Score -172664.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -172755.812500 Penalty: 3610.542236
	Iteration 2F: 3 clusters Score -172755.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -172807.515625 Penalty: 3610.542236
	Iteration 3Q: 3 clusters Score -172807.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -172847.250000 Penalty: 3610.542236
	Iteration 4Q: 3 clusters Score -172847.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -172872.843750 Penalty: 3610.542236
	Iteration 5Q: 3 clusters Score -172872.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -172887.000000 Penalty: 3610.542236
	Iteration 6Q: 3 clusters Score -172887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -172897.640625 Penalty: 3610.542236
	Iteration 7Q: 3 clusters Score -172897.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -172908.140625 Penalty: 3610.542236
	Iteration 8Q: 3 clusters Score -172908.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -172920.109375 Penalty: 3610.542236
	Iteration 9Q: 3 clusters Score -172920.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -172927.015625 Penalty: 3610.542236
	Iteration 10Q: 3 clusters Score -172927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -172932.937500 Penalty: 3610.542236
	Iteration 11Q: 3 clusters Score -172932.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -172943.578125 Penalty: 3610.542236
	Iteration 12Q: 3 clusters Score -172943.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -172949.046875 Penalty: 3610.542236
	Iteration 13Q: 3 clusters Score -172949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -172955.703125 Penalty: 3610.542236
	Iteration 14Q: 3 clusters Score -172955.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -172964.203125 Penalty: 3610.542236
	Iteration 15Q: 3 clusters Score -172964.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -172965.328125 Penalty: 3610.542236
	Iteration 16Q: 3 clusters Score -172965.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -172965.328125 Penalty: 3610.542236
	Iteration 17F: 3 clusters Score -172965.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Entering Unmasked Estep 
Score: -6213572.500000 Penalty: 2677.742432
	Iteration 0F: 2 clusters Score -6213572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -6180665.000000 Penalty: 5355.484863
	Iteration 0F: 3 clusters Score -6180665 nChanged 22430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -6193260.000000 Penalty: 5355.484863
	Iteration 1F: 3 clusters Score -6193260 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -6193948.000000 Penalty: 5355.484863
	Iteration 2Q: 3 clusters Score -6193948 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -6194839.000000 Penalty: 5355.484863
	Iteration 3Q: 3 clusters Score -6194839 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -6196294.000000 Penalty: 5355.484863
	Iteration 4F: 3 clusters Score -6196294 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -6198529.000000 Penalty: 5355.484863
	Iteration 5F: 3 clusters Score -6198529 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -6202087.500000 Penalty: 5355.484863
	Iteration 6F: 3 clusters Score -6202088 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -6205942.500000 Penalty: 5355.484863
	Iteration 7F: 3 clusters Score -6205942 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -6208695.500000 Penalty: 5355.484863
	Iteration 8F: 3 clusters Score -6208696 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -6210309.000000 Penalty: 5355.484863
	Iteration 9Q: 3 clusters Score -6210309 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -6211191.500000 Penalty: 5355.484863
	Iteration 10Q: 3 clusters Score -6211192 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -6211742.500000 Penalty: 5355.484863
	Iteration 11Q: 3 clusters Score -6211742 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -6212003.000000 Penalty: 5355.484863
	Iteration 12Q: 3 clusters Score -6212003 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -6212189.500000 Penalty: 5355.484863
	Iteration 13Q: 3 clusters Score -6212190 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -6212274.500000 Penalty: 5355.484863
	Iteration 14Q: 3 clusters Score -6212274 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -6212343.500000 Penalty: 5355.484863
	Iteration 15Q: 3 clusters Score -6212344 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -6212368.000000 Penalty: 5355.484863
	Iteration 16Q: 3 clusters Score -6212368 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -6212374.000000 Penalty: 5355.484863
	Iteration 17Q: 3 clusters Score -6212374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -6212385.500000 Penalty: 5355.484863
	Iteration 18Q: 3 clusters Score -6212386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -6212407.000000 Penalty: 5355.484863
	Iteration 19Q: 3 clusters Score -6212407 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -6212416.500000 Penalty: 5355.484863
	Iteration 20F: 3 clusters Score -6212416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -6212418.500000 Penalty: 5355.484863
	Iteration 21Q: 3 clusters Score -6212418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -6212420.500000 Penalty: 5355.484863
	Iteration 22Q: 3 clusters Score -6212420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -6212425.000000 Penalty: 5355.484863
	Iteration 23Q: 3 clusters Score -6212425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -6212423.500000 Penalty: 5355.484863
	Iteration 24Q: 3 clusters Score -6212424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -6212422.500000 Penalty: 5355.484863
	Iteration 25Q: 3 clusters Score -6212422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -6212426.000000 Penalty: 5355.484863
	Iteration 26Q: 3 clusters Score -6212426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
Score: -6212427.000000 Penalty: 5355.484863
	Iteration 27Q: 3 clusters Score -6212427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -6212424.000000 Penalty: 5355.484863
	Iteration 28Q: 3 clusters Score -6212424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -6212429.000000 Penalty: 5355.484863
	Iteration 29Q: 3 clusters Score -6212429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -6212429.000000 Penalty: 5355.484863
	Iteration 30F: 3 clusters Score -6212429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -290953.437500 Penalty: 1931.270752
	Iteration 0F: 2 clusters Score -290953.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -288105.625000 Penalty: 3862.541504
	Iteration 0F: 3 clusters Score -288105.6 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -288652.781250 Penalty: 3862.541504
	Iteration 1F: 3 clusters Score -288652.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -288785.531250 Penalty: 3862.541504
	Iteration 2F: 3 clusters Score -288785.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -288872.156250 Penalty: 3862.541504
	Iteration 3Q: 3 clusters Score -288872.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -288925.718750 Penalty: 3862.541504
	Iteration 4Q: 3 clusters Score -288925.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -288979.218750 Penalty: 3862.541504
	Iteration 5Q: 3 clusters Score -288979.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -289015.375000 Penalty: 3862.541504
	Iteration 6Q: 3 clusters Score -289015.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -289046.468750 Penalty: 3862.541504
	Iteration 7Q: 3 clusters Score -289046.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -289065.906250 Penalty: 3862.541504
	Iteration 8Q: 3 clusters Score -289065.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -289079.125000 Penalty: 3862.541504
	Iteration 9Q: 3 clusters Score -289079.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -289089.843750 Penalty: 3862.541504
	Iteration 10Q: 3 clusters Score -289089.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -289102.781250 Penalty: 3862.541504
	Iteration 11Q: 3 clusters Score -289102.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -289117.531250 Penalty: 3862.541504
	Iteration 12Q: 3 clusters Score -289117.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -289129.343750 Penalty: 3862.541504
	Iteration 13Q: 3 clusters Score -289129.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -289143.531250 Penalty: 3862.541504
	Iteration 14Q: 3 clusters Score -289143.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -289154.843750 Penalty: 3862.541504
	Iteration 15Q: 3 clusters Score -289154.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -289164.406250 Penalty: 3862.541504
	Iteration 16Q: 3 clusters Score -289164.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -289171.937500 Penalty: 3862.541504
	Iteration 17Q: 3 clusters Score -289171.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -289187.250000 Penalty: 3862.541504
	Iteration 18Q: 3 clusters Score -289187.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -289213.062500 Penalty: 3862.541504
	Iteration 19Q: 3 clusters Score -289213.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -289239.031250 Penalty: 3862.541504
	Iteration 20F: 3 clusters Score -289239 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -289290.593750 Penalty: 3862.541504
	Iteration 21Q: 3 clusters Score -289290.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -289373.500000 Penalty: 3862.541504
	Iteration 22Q: 3 clusters Score -289373.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -289523.906250 Penalty: 3862.541504
	Iteration 23Q: 3 clusters Score -289523.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -289815.500000 Penalty: 3862.541504
	Iteration 24Q: 3 clusters Score -289815.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -290223.031250 Penalty: 3862.541504
	Iteration 25F: 3 clusters Score -290223 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -290645.781250 Penalty: 3862.541504
	Iteration 26Q: 3 clusters Score -290645.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -290932.625000 Penalty: 3862.541504
	Iteration 27Q: 3 clusters Score -290932.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -291114.343750 Penalty: 3862.541504
	Iteration 28Q: 3 clusters Score -291114.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -291165.812500 Penalty: 3862.541504
	Iteration 29Q: 3 clusters Score -291165.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -291176.593750 Penalty: 3862.541504
	Iteration 30Q: 3 clusters Score -291176.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -291180.375000 Penalty: 3862.541504
	Iteration 31Q: 3 clusters Score -291180.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -291181.218750 Penalty: 3862.541504
	Iteration 32Q: 3 clusters Score -291181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -291181.437500 Penalty: 3862.541504
	Iteration 33Q: 3 clusters Score -291181.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -291181.437500 Penalty: 3862.541504
	Iteration 34F: 3 clusters Score -291181.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 12269 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168832 members 
Mstep: Class 9 contains 118997 members 
Mstep: Class 10 contains 120050 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171628 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48891 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 6855 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206068 members 
Mstep: Class 20 contains 64049 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 1222 members 
Entering Unmasked Estep 
Score: -119286472.000000 Penalty: 75182.937500
Splitting cluster 16 changes total score from -119287912.000000 to -119286472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (6855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Entering Unmasked Estep 
Score: -824715.687500 Penalty: 2190.517822
	Iteration 0F: 2 clusters Score -824715.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -819031.937500 Penalty: 4381.035645
	Iteration 0F: 3 clusters Score -819031.9 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -820651.312500 Penalty: 4381.035645
	Iteration 1F: 3 clusters Score -820651.3 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -821105.437500 Penalty: 4381.035645
	Iteration 2F: 3 clusters Score -821105.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -821517.062500 Penalty: 4381.035645
	Iteration 3F: 3 clusters Score -821517.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -821885.125000 Penalty: 4381.035645
	Iteration 4F: 3 clusters Score -821885.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -822215.937500 Penalty: 4381.035645
	Iteration 5F: 3 clusters Score -822215.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -822537.812500 Penalty: 4381.035645
	Iteration 6F: 3 clusters Score -822537.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -822817.312500 Penalty: 4381.035645
	Iteration 7F: 3 clusters Score -822817.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -822983.500000 Penalty: 4381.035645
	Iteration 8Q: 3 clusters Score -822983.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -823090.312500 Penalty: 4381.035645
	Iteration 9Q: 3 clusters Score -823090.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -823161.562500 Penalty: 4381.035645
	Iteration 10Q: 3 clusters Score -823161.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -823209.375000 Penalty: 4381.035645
	Iteration 11Q: 3 clusters Score -823209.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -823239.875000 Penalty: 4381.035645
	Iteration 12Q: 3 clusters Score -823239.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -823265.625000 Penalty: 4381.035645
	Iteration 13Q: 3 clusters Score -823265.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -823281.000000 Penalty: 4381.035645
	Iteration 14Q: 3 clusters Score -823281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -823296.125000 Penalty: 4381.035645
	Iteration 15Q: 3 clusters Score -823296.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -823309.500000 Penalty: 4381.035645
	Iteration 16Q: 3 clusters Score -823309.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -823323.375000 Penalty: 4381.035645
	Iteration 17Q: 3 clusters Score -823323.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -823332.000000 Penalty: 4381.035645
	Iteration 18Q: 3 clusters Score -823332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -823339.625000 Penalty: 4381.035645
	Iteration 19Q: 3 clusters Score -823339.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -823346.937500 Penalty: 4381.035645
	Iteration 20F: 3 clusters Score -823346.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -823352.812500 Penalty: 4381.035645
	Iteration 21Q: 3 clusters Score -823352.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -823356.625000 Penalty: 4381.035645
	Iteration 22Q: 3 clusters Score -823356.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -823361.125000 Penalty: 4381.035645
	Iteration 23Q: 3 clusters Score -823361.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -823362.625000 Penalty: 4381.035645
	Iteration 24Q: 3 clusters Score -823362.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -823365.562500 Penalty: 4381.035645
	Iteration 25Q: 3 clusters Score -823365.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -823369.750000 Penalty: 4381.035645
	Iteration 26Q: 3 clusters Score -823369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -823369.250000 Penalty: 4381.035645
	Iteration 27Q: 3 clusters Score -823369.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -823370.750000 Penalty: 4381.035645
	Iteration 28Q: 3 clusters Score -823370.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -823369.625000 Penalty: 4381.035645
	Iteration 29Q: 3 clusters Score -823369.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -823371.187500 Penalty: 4381.035645
	Iteration 30Q: 3 clusters Score -823371.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -823372.562500 Penalty: 4381.035645
	Iteration 31Q: 3 clusters Score -823372.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -823372.562500 Penalty: 4381.035645
	Iteration 32F: 3 clusters Score -823372.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -29145.853516 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -29145.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27868.544922 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -27868.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28149.410156 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -28149.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28289.146484 Penalty: 2861.087158
	Iteration 2F: 3 clusters Score -28289.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28389.337891 Penalty: 2861.087158
	Iteration 3F: 3 clusters Score -28389.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28453.712891 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -28453.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28533.041016 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -28533.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28586.994141 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -28586.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28618.492188 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -28618.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28659.015625 Penalty: 2861.087158
	Iteration 8Q: 3 clusters Score -28659.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28677.287109 Penalty: 2861.087158
	Iteration 9Q: 3 clusters Score -28677.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28695.212891 Penalty: 2861.087158
	Iteration 10Q: 3 clusters Score -28695.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28744.900391 Penalty: 2861.087158
	Iteration 11Q: 3 clusters Score -28744.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28744.900391 Penalty: 2861.087158
	Iteration 12F: 3 clusters Score -28744.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (206068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206068 members 
Entering Unmasked Estep 
Score: -25879238.000000 Penalty: 3034.518555
	Iteration 0F: 2 clusters Score -2.587924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103251 members 
Mstep: Class 2 contains 102817 members 
Entering Unmasked Estep 
Score: -25747420.000000 Penalty: 6069.037109
	Iteration 0F: 3 clusters Score -2.574742e+07 nChanged 98835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108388 members 
Mstep: Class 2 contains 97680 members 
Entering Unmasked Estep 
Score: -25804610.000000 Penalty: 6069.037109
	Iteration 1F: 3 clusters Score -2.580461e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111455 members 
Mstep: Class 2 contains 94613 members 
Entering Unmasked Estep 
Score: -25805620.000000 Penalty: 6069.037109
	Iteration 2Q: 3 clusters Score -2.580562e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116200 members 
Mstep: Class 2 contains 89868 members 
Entering Unmasked Estep 
Score: -25807692.000000 Penalty: 6069.037109
	Iteration 3Q: 3 clusters Score -2.580769e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123447 members 
Mstep: Class 2 contains 82621 members 
Entering Unmasked Estep 
Score: -25811130.000000 Penalty: 6069.037109
	Iteration 4Q: 3 clusters Score -2.581113e+07 nChanged 11760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134275 members 
Mstep: Class 2 contains 71793 members 
Entering Unmasked Estep 
Score: -25817316.000000 Penalty: 6069.037109
	Iteration 5F: 3 clusters Score -2.581732e+07 nChanged 15553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149196 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -25828232.000000 Penalty: 6069.037109
	Iteration 6F: 3 clusters Score -2.582823e+07 nChanged 18459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167265 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -25844514.000000 Penalty: 6069.037109
	Iteration 7F: 3 clusters Score -2.584451e+07 nChanged 17404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184537 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -25860196.000000 Penalty: 6069.037109
	Iteration 8F: 3 clusters Score -2.58602e+07 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196493 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -25869842.000000 Penalty: 6069.037109
	Iteration 9F: 3 clusters Score -2.586984e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202358 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -25874212.000000 Penalty: 6069.037109
	Iteration 10Q: 3 clusters Score -2.587421e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204609 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -25875898.000000 Penalty: 6069.037109
	Iteration 11Q: 3 clusters Score -2.58759e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205262 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -25876368.000000 Penalty: 6069.037109
	Iteration 12Q: 3 clusters Score -2.587637e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205442 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -25876602.000000 Penalty: 6069.037109
	Iteration 13Q: 3 clusters Score -2.58766e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205533 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -25876660.000000 Penalty: 6069.037109
	Iteration 14Q: 3 clusters Score -2.587666e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205561 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -25876726.000000 Penalty: 6069.037109
	Iteration 15Q: 3 clusters Score -2.587673e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205567 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -25876766.000000 Penalty: 6069.037109
	Iteration 16Q: 3 clusters Score -2.587677e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205575 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -25876764.000000 Penalty: 6069.037109
	Iteration 17Q: 3 clusters Score -2.587676e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205584 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -25876790.000000 Penalty: 6069.037109
	Iteration 18Q: 3 clusters Score -2.587679e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205598 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -25876830.000000 Penalty: 6069.037109
	Iteration 19Q: 3 clusters Score -2.587683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205607 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -25876842.000000 Penalty: 6069.037109
	Iteration 20F: 3 clusters Score -2.587684e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205613 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -25876860.000000 Penalty: 6069.037109
	Iteration 21Q: 3 clusters Score -2.587686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205618 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -25876864.000000 Penalty: 6069.037109
	Iteration 22Q: 3 clusters Score -2.587686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205619 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -25876872.000000 Penalty: 6069.037109
	Iteration 23Q: 3 clusters Score -2.587687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205618 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -25876872.000000 Penalty: 6069.037109
	Iteration 24Q: 3 clusters Score -2.587687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205619 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -25876874.000000 Penalty: 6069.037109
	Iteration 25Q: 3 clusters Score -2.587687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205622 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -25876882.000000 Penalty: 6069.037109
	Iteration 26Q: 3 clusters Score -2.587688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205625 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -25876880.000000 Penalty: 6069.037109
	Iteration 27Q: 3 clusters Score -2.587688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205625 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -25876880.000000 Penalty: 6069.037109
	Iteration 28F: 3 clusters Score -2.587688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (64049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64049 members 
Entering Unmasked Estep 
Score: -7864109.500000 Penalty: 2744.716064
	Iteration 0F: 2 clusters Score -7864110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -7821083.500000 Penalty: 5489.432129
	Iteration 0F: 3 clusters Score -7821084 nChanged 29917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -7837776.000000 Penalty: 5489.432129
	Iteration 1F: 3 clusters Score -7837776 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -7838513.000000 Penalty: 5489.432129
	Iteration 2Q: 3 clusters Score -7838513 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -7839452.000000 Penalty: 5489.432129
	Iteration 3Q: 3 clusters Score -7839452 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -7840996.500000 Penalty: 5489.432129
	Iteration 4Q: 3 clusters Score -7840996 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -7843572.500000 Penalty: 5489.432129
	Iteration 5F: 3 clusters Score -7843572 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -7847707.500000 Penalty: 5489.432129
	Iteration 6F: 3 clusters Score -7847708 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -7853330.500000 Penalty: 5489.432129
	Iteration 7F: 3 clusters Score -7853330 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -7857999.000000 Penalty: 5489.432129
	Iteration 8F: 3 clusters Score -7857999 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 62667 members 
Entering Unmasked Estep 
Score: -7860394.500000 Penalty: 5489.432129
	Iteration 9Q: 3 clusters Score -7860394 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -7861238.000000 Penalty: 5489.432129
	Iteration 10Q: 3 clusters Score -7861238 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -7861490.500000 Penalty: 5489.432129
	Iteration 11Q: 3 clusters Score -7861490 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -7861596.000000 Penalty: 5489.432129
	Iteration 12Q: 3 clusters Score -7861596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 63841 members 
Entering Unmasked Estep 
Score: -7861626.000000 Penalty: 5489.432129
	Iteration 13Q: 3 clusters Score -7861626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -7861646.000000 Penalty: 5489.432129
	Iteration 14Q: 3 clusters Score -7861646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 63859 members 
Entering Unmasked Estep 
Score: -7861664.000000 Penalty: 5489.432129
	Iteration 15Q: 3 clusters Score -7861664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 63863 members 
Entering Unmasked Estep 
Score: -7861678.000000 Penalty: 5489.432129
	Iteration 16Q: 3 clusters Score -7861678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 63865 members 
Entering Unmasked Estep 
Score: -7861678.500000 Penalty: 5489.432129
	Iteration 17Q: 3 clusters Score -7861678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 63865 members 
Entering Unmasked Estep 
Score: -7861678.500000 Penalty: 5489.432129
	Iteration 18F: 3 clusters Score -7861678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -49771.261719 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -49771.26 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 206 members 
Entering Unmasked Estep 
Score: -48363.621094 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -48363.62 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -48577.023438 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -48577.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48650.832031 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -48650.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48700.082031 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -48700.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48734.625000 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -48734.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48754.621094 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -48754.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48771.839844 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -48771.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -48778.515625 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -48778.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48797.453125 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -48797.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48822.207031 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -48822.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48832.441406 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -48832.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48856.792969 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -48856.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48873.765625 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -48873.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48881.445312 Penalty: 3021.289795
	Iteration 13Q: 3 clusters Score -48881.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48881.445312 Penalty: 3021.289795
	Iteration 14F: 3 clusters Score -48881.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 4 contains 12269 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168832 members 
Mstep: Class 9 contains 118997 members 
Mstep: Class 10 contains 120050 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171628 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48891 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6855 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206068 members 
Mstep: Class 20 contains 64049 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119287928.000000 Penalty: 71765.531250
Iteration 439Q: 22 clusters Score -1.192879e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2498 members 
Mstep: Class 4 contains 12268 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168869 members 
Mstep: Class 9 contains 118984 members 
Mstep: Class 10 contains 119979 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171605 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48889 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206134 members 
Mstep: Class 20 contains 64072 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119287808.000000 Penalty: 71765.531250
Iteration 440F: 22 clusters Score -1.192878e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2497 members 
Mstep: Class 4 contains 12267 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168903 members 
Mstep: Class 9 contains 118985 members 
Mstep: Class 10 contains 119903 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171578 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48892 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206181 members 
Mstep: Class 20 contains 64099 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119287784.000000 Penalty: 71765.531250
Iteration 441Q: 22 clusters Score -1.192878e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2487 members 
Mstep: Class 4 contains 12269 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 168931 members 
Mstep: Class 9 contains 118980 members 
Mstep: Class 10 contains 119834 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171553 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48896 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206226 members 
Mstep: Class 20 contains 64128 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119287584.000000 Penalty: 71765.531250
Iteration 442Q: 22 clusters Score -1.192876e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 12272 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 168944 members 
Mstep: Class 9 contains 118972 members 
Mstep: Class 10 contains 119782 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171545 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48904 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6848 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206261 members 
Mstep: Class 20 contains 64149 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119287584.000000 Penalty: 71765.531250
Iteration 443Q: 22 clusters Score -1.192876e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 12271 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 168959 members 
Mstep: Class 9 contains 118948 members 
Mstep: Class 10 contains 119740 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171528 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48908 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6847 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206312 members 
Mstep: Class 20 contains 64168 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119287680.000000 Penalty: 71765.531250
Iteration 444Q: 22 clusters Score -1.192877e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 12271 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 168962 members 
Mstep: Class 9 contains 118910 members 
Mstep: Class 10 contains 119695 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171527 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48910 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6845 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206392 members 
Mstep: Class 20 contains 64169 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119287968.000000 Penalty: 71765.531250
Iteration 445Q: 22 clusters Score -1.19288e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 12271 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 168988 members 
Mstep: Class 9 contains 118869 members 
Mstep: Class 10 contains 119649 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171515 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48910 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6844 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206459 members 
Mstep: Class 20 contains 64185 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119287984.000000 Penalty: 71765.531250
Iteration 446Q: 22 clusters Score -1.19288e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 12271 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 169020 members 
Mstep: Class 9 contains 118859 members 
Mstep: Class 10 contains 119621 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171487 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48919 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6843 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206473 members 
Mstep: Class 20 contains 64197 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288096.000000 Penalty: 71765.531250
Iteration 447Q: 22 clusters Score -1.192881e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 12270 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 169030 members 
Mstep: Class 9 contains 118851 members 
Mstep: Class 10 contains 119582 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171491 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48918 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6842 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206504 members 
Mstep: Class 20 contains 64198 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288080.000000 Penalty: 71765.531250
Iteration 448Q: 22 clusters Score -1.192881e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 12271 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 169044 members 
Mstep: Class 9 contains 118849 members 
Mstep: Class 10 contains 119534 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171494 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48922 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6842 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206533 members 
Mstep: Class 20 contains 64212 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288232.000000 Penalty: 71765.531250
Iteration 449Q: 22 clusters Score -1.192882e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2465 members 
Mstep: Class 4 contains 12269 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 169082 members 
Mstep: Class 9 contains 118828 members 
Mstep: Class 10 contains 119492 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171488 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48928 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6842 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206558 members 
Mstep: Class 20 contains 64228 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288112.000000 Penalty: 71765.531250
Iteration 450Q: 22 clusters Score -1.192881e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 12272 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 169109 members 
Mstep: Class 9 contains 118803 members 
Mstep: Class 10 contains 119435 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171497 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48931 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6842 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206608 members 
Mstep: Class 20 contains 64236 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288288.000000 Penalty: 71765.531250
Iteration 451Q: 22 clusters Score -1.192883e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2468 members 
Mstep: Class 4 contains 12272 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 169133 members 
Mstep: Class 9 contains 118788 members 
Mstep: Class 10 contains 119363 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171524 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48932 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6841 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206645 members 
Mstep: Class 20 contains 64232 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288376.000000 Penalty: 71765.531250
Iteration 452Q: 22 clusters Score -1.192884e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2466 members 
Mstep: Class 4 contains 12271 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 169164 members 
Mstep: Class 9 contains 118763 members 
Mstep: Class 10 contains 119318 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171524 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48935 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6840 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206687 members 
Mstep: Class 20 contains 64239 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288400.000000 Penalty: 71765.531250
Iteration 453Q: 22 clusters Score -1.192884e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 12271 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 169188 members 
Mstep: Class 9 contains 118747 members 
Mstep: Class 10 contains 119274 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171508 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48936 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6839 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206734 members 
Mstep: Class 20 contains 64257 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288504.000000 Penalty: 71765.531250
Iteration 454Q: 22 clusters Score -1.192885e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2445 members 
Mstep: Class 4 contains 12271 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 169202 members 
Mstep: Class 9 contains 118738 members 
Mstep: Class 10 contains 119221 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171491 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48943 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6837 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206795 members 
Mstep: Class 20 contains 64268 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288688.000000 Penalty: 71765.531250
Iteration 455Q: 22 clusters Score -1.192887e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2444 members 
Mstep: Class 4 contains 12268 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 169207 members 
Mstep: Class 9 contains 118743 members 
Mstep: Class 10 contains 119190 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171471 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48947 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206830 members 
Mstep: Class 20 contains 64280 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288536.000000 Penalty: 71765.531250
Iteration 456Q: 22 clusters Score -1.192885e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2436 members 
Mstep: Class 4 contains 12268 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 169208 members 
Mstep: Class 9 contains 118760 members 
Mstep: Class 10 contains 119176 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171421 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48958 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6833 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206854 members 
Mstep: Class 20 contains 64296 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288560.000000 Penalty: 71765.531250
Iteration 457Q: 22 clusters Score -1.192886e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 12267 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 169224 members 
Mstep: Class 9 contains 118762 members 
Mstep: Class 10 contains 119162 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171365 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48967 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206887 members 
Mstep: Class 20 contains 64305 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288752.000000 Penalty: 71765.531250
Iteration 458Q: 22 clusters Score -1.192888e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2429 members 
Mstep: Class 4 contains 12265 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 169232 members 
Mstep: Class 9 contains 118769 members 
Mstep: Class 10 contains 119153 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171337 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48965 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206905 members 
Mstep: Class 20 contains 64316 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288784.000000 Penalty: 71765.531250
Iteration 459Q: 22 clusters Score -1.192888e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 4 contains 12266 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 169250 members 
Mstep: Class 9 contains 118781 members 
Mstep: Class 10 contains 119146 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171316 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48958 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6830 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206902 members 
Mstep: Class 20 contains 64326 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288848.000000 Penalty: 71765.531250
Iteration 460F: 22 clusters Score -1.192888e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2449 members 
Mstep: Class 4 contains 12265 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 169254 members 
Mstep: Class 9 contains 118786 members 
Mstep: Class 10 contains 119134 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171321 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48951 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6829 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206874 members 
Mstep: Class 20 contains 64332 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288872.000000 Penalty: 71765.531250
Iteration 461Q: 22 clusters Score -1.192889e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 12263 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169269 members 
Mstep: Class 9 contains 118791 members 
Mstep: Class 10 contains 119117 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171310 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48950 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6827 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206860 members 
Mstep: Class 20 contains 64330 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119288944.000000 Penalty: 71765.531250
Iteration 462Q: 22 clusters Score -1.192889e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2507 members 
Mstep: Class 4 contains 12264 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169288 members 
Mstep: Class 9 contains 118791 members 
Mstep: Class 10 contains 119108 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171286 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48951 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6825 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206856 members 
Mstep: Class 20 contains 64325 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289080.000000 Penalty: 71765.531250
Iteration 463Q: 22 clusters Score -1.192891e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 12263 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169305 members 
Mstep: Class 9 contains 118778 members 
Mstep: Class 10 contains 119100 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171291 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48949 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6824 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206836 members 
Mstep: Class 20 contains 64325 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289216.000000 Penalty: 71765.531250
Iteration 464Q: 22 clusters Score -1.192892e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 12262 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169332 members 
Mstep: Class 9 contains 118779 members 
Mstep: Class 10 contains 119084 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171274 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 48949 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6823 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206815 members 
Mstep: Class 20 contains 64339 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289184.000000 Penalty: 71765.531250
Iteration 465Q: 22 clusters Score -1.192892e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2569 members 
Mstep: Class 4 contains 12260 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 169346 members 
Mstep: Class 9 contains 118789 members 
Mstep: Class 10 contains 119073 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171272 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48944 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6824 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206782 members 
Mstep: Class 20 contains 64350 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289248.000000 Penalty: 71765.531250
Iteration 466Q: 22 clusters Score -1.192892e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2587 members 
Mstep: Class 4 contains 12261 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169349 members 
Mstep: Class 9 contains 118799 members 
Mstep: Class 10 contains 119072 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171241 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48938 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6824 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206777 members 
Mstep: Class 20 contains 64362 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289568.000000 Penalty: 71765.531250
Iteration 467Q: 22 clusters Score -1.192896e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2616 members 
Mstep: Class 4 contains 12261 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169336 members 
Mstep: Class 9 contains 118798 members 
Mstep: Class 10 contains 119061 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171212 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48936 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6823 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206781 members 
Mstep: Class 20 contains 64383 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
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Score: -119289744.000000 Penalty: 71765.531250
Iteration 468Q: 22 clusters Score -1.192897e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2646 members 
Mstep: Class 4 contains 12259 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169352 members 
Mstep: Class 9 contains 118787 members 
Mstep: Class 10 contains 119062 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171174 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48938 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6822 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206780 members 
Mstep: Class 20 contains 64392 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 469Q: 22 clusters Score -1.192897e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2662 members 
Mstep: Class 4 contains 12260 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169340 members 
Mstep: Class 9 contains 118781 members 
Mstep: Class 10 contains 119049 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171161 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48940 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6819 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206813 members 
Mstep: Class 20 contains 64398 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 470Q: 22 clusters Score -1.192898e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2675 members 
Mstep: Class 4 contains 12260 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169339 members 
Mstep: Class 9 contains 118776 members 
Mstep: Class 10 contains 119043 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171159 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48936 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6817 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206826 members 
Mstep: Class 20 contains 64402 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
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Iteration 471Q: 22 clusters Score -1.192897e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2697 members 
Mstep: Class 4 contains 12263 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 169369 members 
Mstep: Class 9 contains 118765 members 
Mstep: Class 10 contains 119041 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171116 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48934 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6815 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206820 members 
Mstep: Class 20 contains 64418 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289600.000000 Penalty: 71765.531250
Iteration 472Q: 22 clusters Score -1.192896e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2710 members 
Mstep: Class 4 contains 12265 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 169382 members 
Mstep: Class 9 contains 118758 members 
Mstep: Class 10 contains 119050 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171103 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48936 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6813 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206793 members 
Mstep: Class 20 contains 64427 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289528.000000 Penalty: 71765.531250
Iteration 473Q: 22 clusters Score -1.192895e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 12267 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 169397 members 
Mstep: Class 9 contains 118751 members 
Mstep: Class 10 contains 119049 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171055 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48938 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6812 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206794 members 
Mstep: Class 20 contains 64430 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289632.000000 Penalty: 71765.531250
Iteration 474Q: 22 clusters Score -1.192896e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2770 members 
Mstep: Class 4 contains 12265 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 169421 members 
Mstep: Class 9 contains 118746 members 
Mstep: Class 10 contains 119032 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 171009 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48940 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6811 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206805 members 
Mstep: Class 20 contains 64440 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289864.000000 Penalty: 71765.531250
Iteration 475Q: 22 clusters Score -1.192899e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 12266 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 169434 members 
Mstep: Class 9 contains 118739 members 
Mstep: Class 10 contains 119018 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170973 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48929 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6809 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206817 members 
Mstep: Class 20 contains 64439 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289912.000000 Penalty: 71765.531250
Iteration 476Q: 22 clusters Score -1.192899e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2843 members 
Mstep: Class 4 contains 12265 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 169460 members 
Mstep: Class 9 contains 118734 members 
Mstep: Class 10 contains 119006 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170947 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48917 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6806 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206802 members 
Mstep: Class 20 contains 64454 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289872.000000 Penalty: 71765.531250
Iteration 477Q: 22 clusters Score -1.192899e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2860 members 
Mstep: Class 4 contains 12266 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 169457 members 
Mstep: Class 9 contains 118725 members 
Mstep: Class 10 contains 119011 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170952 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48908 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6805 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206798 members 
Mstep: Class 20 contains 64453 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289912.000000 Penalty: 71765.531250
Iteration 478Q: 22 clusters Score -1.192899e+08 nChanged 379
Entering ConstructFrom: 
Score: -119289912.000000 Penalty: 71765.531250
Entering ConstructFrom: 
Trying to split cluster 1 (35605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Entering Unmasked Estep 
Score: -4542779.500000 Penalty: 2599.099854
	Iteration 0F: 2 clusters Score -4542780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4518476.500000 Penalty: 5198.199707
	Iteration 0F: 3 clusters Score -4518476 nChanged 16057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -4527384.000000 Penalty: 5198.199707
	Iteration 1F: 3 clusters Score -4527384 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -4527910.500000 Penalty: 5198.199707
	Iteration 2Q: 3 clusters Score -4527910 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -4528408.000000 Penalty: 5198.199707
	Iteration 3Q: 3 clusters Score -4528408 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -4528911.500000 Penalty: 5198.199707
	Iteration 4Q: 3 clusters Score -4528912 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -4529487.000000 Penalty: 5198.199707
	Iteration 5Q: 3 clusters Score -4529487 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -4530154.500000 Penalty: 5198.199707
	Iteration 6Q: 3 clusters Score -4530154 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -4530983.500000 Penalty: 5198.199707
	Iteration 7Q: 3 clusters Score -4530984 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -4532093.000000 Penalty: 5198.199707
	Iteration 8F: 3 clusters Score -4532093 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -4533465.500000 Penalty: 5198.199707
	Iteration 9F: 3 clusters Score -4533466 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -4534929.500000 Penalty: 5198.199707
	Iteration 10F: 3 clusters Score -4534930 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -4536103.000000 Penalty: 5198.199707
	Iteration 11F: 3 clusters Score -4536103 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -4536854.500000 Penalty: 5198.199707
	Iteration 12Q: 3 clusters Score -4536854 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -4537229.000000 Penalty: 5198.199707
	Iteration 13Q: 3 clusters Score -4537229 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -4537413.500000 Penalty: 5198.199707
	Iteration 14Q: 3 clusters Score -4537414 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -4537555.000000 Penalty: 5198.199707
	Iteration 15Q: 3 clusters Score -4537555 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -4537679.000000 Penalty: 5198.199707
	Iteration 16Q: 3 clusters Score -4537679 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -4537823.500000 Penalty: 5198.199707
	Iteration 17Q: 3 clusters Score -4537824 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -4537935.000000 Penalty: 5198.199707
	Iteration 18Q: 3 clusters Score -4537935 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -4538042.000000 Penalty: 5198.199707
	Iteration 19Q: 3 clusters Score -4538042 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -4538111.000000 Penalty: 5198.199707
	Iteration 20F: 3 clusters Score -4538111 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -4538208.000000 Penalty: 5198.199707
	Iteration 21Q: 3 clusters Score -4538208 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -4538312.000000 Penalty: 5198.199707
	Iteration 22Q: 3 clusters Score -4538312 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -4538393.000000 Penalty: 5198.199707
	Iteration 23Q: 3 clusters Score -4538393 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -4538489.000000 Penalty: 5198.199707
	Iteration 24Q: 3 clusters Score -4538489 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -4538586.500000 Penalty: 5198.199707
	Iteration 25Q: 3 clusters Score -4538586 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -4538667.000000 Penalty: 5198.199707
	Iteration 26Q: 3 clusters Score -4538667 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -4538774.500000 Penalty: 5198.199707
	Iteration 27Q: 3 clusters Score -4538774 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -4538854.500000 Penalty: 5198.199707
	Iteration 28Q: 3 clusters Score -4538854 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -4538920.500000 Penalty: 5198.199707
	Iteration 29Q: 3 clusters Score -4538920 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -4539027.000000 Penalty: 5198.199707
	Iteration 30Q: 3 clusters Score -4539027 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -4539132.000000 Penalty: 5198.199707
	Iteration 31Q: 3 clusters Score -4539132 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -4539197.500000 Penalty: 5198.199707
	Iteration 32Q: 3 clusters Score -4539198 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -4539303.500000 Penalty: 5198.199707
	Iteration 33Q: 3 clusters Score -4539304 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -4539430.500000 Penalty: 5198.199707
	Iteration 34Q: 3 clusters Score -4539430 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -4539542.500000 Penalty: 5198.199707
	Iteration 35Q: 3 clusters Score -4539542 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4539653.000000 Penalty: 5198.199707
	Iteration 36Q: 3 clusters Score -4539653 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -4539744.500000 Penalty: 5198.199707
	Iteration 37Q: 3 clusters Score -4539744 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -4539798.000000 Penalty: 5198.199707
	Iteration 38Q: 3 clusters Score -4539798 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -4539897.500000 Penalty: 5198.199707
	Iteration 39Q: 3 clusters Score -4539898 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -4539960.500000 Penalty: 5198.199707
	Iteration 40F: 3 clusters Score -4539960 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -4540038.500000 Penalty: 5198.199707
	Iteration 41Q: 3 clusters Score -4540038 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -4540083.000000 Penalty: 5198.199707
	Iteration 42Q: 3 clusters Score -4540083 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -4540106.500000 Penalty: 5198.199707
	Iteration 43Q: 3 clusters Score -4540106 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -4540168.500000 Penalty: 5198.199707
	Iteration 44Q: 3 clusters Score -4540168 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -4540195.000000 Penalty: 5198.199707
	Iteration 45Q: 3 clusters Score -4540195 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -4540223.500000 Penalty: 5198.199707
	Iteration 46Q: 3 clusters Score -4540224 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -4540266.000000 Penalty: 5198.199707
	Iteration 47Q: 3 clusters Score -4540266 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -4540288.000000 Penalty: 5198.199707
	Iteration 48Q: 3 clusters Score -4540288 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -4540316.500000 Penalty: 5198.199707
	Iteration 49Q: 3 clusters Score -4540316 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -4540334.500000 Penalty: 5198.199707
	Iteration 50Q: 3 clusters Score -4540334 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -4540358.000000 Penalty: 5198.199707
	Iteration 51Q: 3 clusters Score -4540358 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -4540383.000000 Penalty: 5198.199707
	Iteration 52Q: 3 clusters Score -4540383 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -4540396.500000 Penalty: 5198.199707
	Iteration 53Q: 3 clusters Score -4540396 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -4540413.500000 Penalty: 5198.199707
	Iteration 54Q: 3 clusters Score -4540414 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -4540428.000000 Penalty: 5198.199707
	Iteration 55Q: 3 clusters Score -4540428 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -4540454.000000 Penalty: 5198.199707
	Iteration 56Q: 3 clusters Score -4540454 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -4540467.000000 Penalty: 5198.199707
	Iteration 57Q: 3 clusters Score -4540467 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -4540494.000000 Penalty: 5198.199707
	Iteration 58Q: 3 clusters Score -4540494 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -4540522.500000 Penalty: 5198.199707
	Iteration 59Q: 3 clusters Score -4540522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -4540551.000000 Penalty: 5198.199707
	Iteration 60F: 3 clusters Score -4540551 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -4540562.500000 Penalty: 5198.199707
	Iteration 61Q: 3 clusters Score -4540562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -4540582.500000 Penalty: 5198.199707
	Iteration 62Q: 3 clusters Score -4540582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -4540590.500000 Penalty: 5198.199707
	Iteration 63Q: 3 clusters Score -4540590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -4540598.500000 Penalty: 5198.199707
	Iteration 64Q: 3 clusters Score -4540598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -4540602.000000 Penalty: 5198.199707
	Iteration 65Q: 3 clusters Score -4540602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -4540608.500000 Penalty: 5198.199707
	Iteration 66Q: 3 clusters Score -4540608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -4540610.500000 Penalty: 5198.199707
	Iteration 67Q: 3 clusters Score -4540610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -4540629.000000 Penalty: 5198.199707
	Iteration 68Q: 3 clusters Score -4540629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -4540627.500000 Penalty: 5198.199707
	Iteration 69Q: 3 clusters Score -4540628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -4540635.500000 Penalty: 5198.199707
	Iteration 70Q: 3 clusters Score -4540636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -4540635.500000 Penalty: 5198.199707
	Iteration 71Q: 3 clusters Score -4540636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -4540635.500000 Penalty: 5198.199707
	Iteration 72Q: 3 clusters Score -4540636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -4540644.500000 Penalty: 5198.199707
	Iteration 73Q: 3 clusters Score -4540644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -4540644.500000 Penalty: 5198.199707
	Iteration 74Q: 3 clusters Score -4540644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -4540645.000000 Penalty: 5198.199707
	Iteration 75Q: 3 clusters Score -4540645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -4540644.500000 Penalty: 5198.199707
	Iteration 76Q: 3 clusters Score -4540644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -4540657.000000 Penalty: 5198.199707
	Iteration 77Q: 3 clusters Score -4540657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -4540654.000000 Penalty: 5198.199707
	Iteration 78Q: 3 clusters Score -4540654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -4540667.500000 Penalty: 5198.199707
	Iteration 79Q: 3 clusters Score -4540668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -4540659.000000 Penalty: 5198.199707
	Iteration 80F: 3 clusters Score -4540659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -4540677.500000 Penalty: 5198.199707
	Iteration 81Q: 3 clusters Score -4540678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -4540688.000000 Penalty: 5198.199707
	Iteration 82Q: 3 clusters Score -4540688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -4540698.000000 Penalty: 5198.199707
	Iteration 83Q: 3 clusters Score -4540698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -4540703.500000 Penalty: 5198.199707
	Iteration 84Q: 3 clusters Score -4540704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -4540710.500000 Penalty: 5198.199707
	Iteration 85Q: 3 clusters Score -4540710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -4540706.000000 Penalty: 5198.199707
	Iteration 86Q: 3 clusters Score -4540706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -4540705.000000 Penalty: 5198.199707
	Iteration 87Q: 3 clusters Score -4540705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -4540716.000000 Penalty: 5198.199707
	Iteration 88Q: 3 clusters Score -4540716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -4540722.500000 Penalty: 5198.199707
	Iteration 89Q: 3 clusters Score -4540722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -4540726.000000 Penalty: 5198.199707
	Iteration 90Q: 3 clusters Score -4540726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -4540731.000000 Penalty: 5198.199707
	Iteration 91Q: 3 clusters Score -4540731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -4540733.000000 Penalty: 5198.199707
	Iteration 92Q: 3 clusters Score -4540733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -4540733.500000 Penalty: 5198.199707
	Iteration 93Q: 3 clusters Score -4540734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -4540741.000000 Penalty: 5198.199707
	Iteration 94Q: 3 clusters Score -4540741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -4540744.000000 Penalty: 5198.199707
	Iteration 95Q: 3 clusters Score -4540744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -4540745.500000 Penalty: 5198.199707
	Iteration 96Q: 3 clusters Score -4540746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -4540753.500000 Penalty: 5198.199707
	Iteration 97Q: 3 clusters Score -4540754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -4540751.500000 Penalty: 5198.199707
	Iteration 98Q: 3 clusters Score -4540752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -4540752.500000 Penalty: 5198.199707
	Iteration 99Q: 3 clusters Score -4540752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -4540752.500000 Penalty: 5198.199707
	Iteration 100F: 3 clusters Score -4540752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -57991.335938 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -57991.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56484.746094 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -56484.75 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56769.433594 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -56769.43 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -56939.671875 Penalty: 3141.306641
	Iteration 2F: 3 clusters Score -56939.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57030.816406 Penalty: 3141.306641
	Iteration 3Q: 3 clusters Score -57030.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57120.585938 Penalty: 3141.306641
	Iteration 4Q: 3 clusters Score -57120.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57187.789062 Penalty: 3141.306641
	Iteration 5Q: 3 clusters Score -57187.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -57237.496094 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -57237.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57287.976562 Penalty: 3141.306641
	Iteration 7Q: 3 clusters Score -57287.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -57338.203125 Penalty: 3141.306641
	Iteration 8Q: 3 clusters Score -57338.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -57393.289062 Penalty: 3141.306641
	Iteration 9Q: 3 clusters Score -57393.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -57446.906250 Penalty: 3141.306641
	Iteration 10Q: 3 clusters Score -57446.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57573.886719 Penalty: 3141.306641
	Iteration 11Q: 3 clusters Score -57573.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57710.000000 Penalty: 3141.306641
	Iteration 12Q: 3 clusters Score -57710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57846.468750 Penalty: 3141.306641
	Iteration 13Q: 3 clusters Score -57846.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -57907.855469 Penalty: 3141.306641
	Iteration 14Q: 3 clusters Score -57907.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57950.207031 Penalty: 3141.306641
	Iteration 15Q: 3 clusters Score -57950.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57970.292969 Penalty: 3141.306641
	Iteration 16Q: 3 clusters Score -57970.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57970.292969 Penalty: 3141.306641
	Iteration 17F: 3 clusters Score -57970.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Entering Unmasked Estep 
Score: -364182.687500 Penalty: 1975.627441
	Iteration 0F: 2 clusters Score -364182.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -360921.781250 Penalty: 3951.254883
	Iteration 0F: 3 clusters Score -360921.8 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -361515.312500 Penalty: 3951.254883
	Iteration 1F: 3 clusters Score -361515.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -361699.156250 Penalty: 3951.254883
	Iteration 2F: 3 clusters Score -361699.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -361793.281250 Penalty: 3951.254883
	Iteration 3F: 3 clusters Score -361793.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -361835.218750 Penalty: 3951.254883
	Iteration 4Q: 3 clusters Score -361835.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -361876.875000 Penalty: 3951.254883
	Iteration 5Q: 3 clusters Score -361876.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -361912.656250 Penalty: 3951.254883
	Iteration 6Q: 3 clusters Score -361912.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -361938.218750 Penalty: 3951.254883
	Iteration 7Q: 3 clusters Score -361938.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -361959.406250 Penalty: 3951.254883
	Iteration 8Q: 3 clusters Score -361959.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -361976.562500 Penalty: 3951.254883
	Iteration 9Q: 3 clusters Score -361976.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -361994.000000 Penalty: 3951.254883
	Iteration 10Q: 3 clusters Score -361994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -362012.656250 Penalty: 3951.254883
	Iteration 11Q: 3 clusters Score -362012.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -362026.593750 Penalty: 3951.254883
	Iteration 12Q: 3 clusters Score -362026.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -362039.375000 Penalty: 3951.254883
	Iteration 13Q: 3 clusters Score -362039.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -362052.968750 Penalty: 3951.254883
	Iteration 14Q: 3 clusters Score -362053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -362064.656250 Penalty: 3951.254883
	Iteration 15Q: 3 clusters Score -362064.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -362074.906250 Penalty: 3951.254883
	Iteration 16Q: 3 clusters Score -362074.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -362081.687500 Penalty: 3951.254883
	Iteration 17Q: 3 clusters Score -362081.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -362087.906250 Penalty: 3951.254883
	Iteration 18Q: 3 clusters Score -362087.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -362093.093750 Penalty: 3951.254883
	Iteration 19Q: 3 clusters Score -362093.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -362100.937500 Penalty: 3951.254883
	Iteration 20F: 3 clusters Score -362100.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -362110.531250 Penalty: 3951.254883
	Iteration 21Q: 3 clusters Score -362110.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -362122.000000 Penalty: 3951.254883
	Iteration 22Q: 3 clusters Score -362122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -362132.125000 Penalty: 3951.254883
	Iteration 23Q: 3 clusters Score -362132.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -362138.656250 Penalty: 3951.254883
	Iteration 24Q: 3 clusters Score -362138.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -362144.125000 Penalty: 3951.254883
	Iteration 25Q: 3 clusters Score -362144.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -362154.062500 Penalty: 3951.254883
	Iteration 26Q: 3 clusters Score -362154.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -362157.875000 Penalty: 3951.254883
	Iteration 27Q: 3 clusters Score -362157.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -362162.843750 Penalty: 3951.254883
	Iteration 28Q: 3 clusters Score -362162.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -362163.343750 Penalty: 3951.254883
	Iteration 29Q: 3 clusters Score -362163.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -362165.281250 Penalty: 3951.254883
	Iteration 30Q: 3 clusters Score -362165.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -362167.031250 Penalty: 3951.254883
	Iteration 31Q: 3 clusters Score -362167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -362170.031250 Penalty: 3951.254883
	Iteration 32Q: 3 clusters Score -362170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -362177.250000 Penalty: 3951.254883
	Iteration 33Q: 3 clusters Score -362177.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -362180.750000 Penalty: 3951.254883
	Iteration 34Q: 3 clusters Score -362180.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -362184.656250 Penalty: 3951.254883
	Iteration 35Q: 3 clusters Score -362184.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -362187.718750 Penalty: 3951.254883
	Iteration 36Q: 3 clusters Score -362187.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -362191.312500 Penalty: 3951.254883
	Iteration 37Q: 3 clusters Score -362191.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -362195.062500 Penalty: 3951.254883
	Iteration 38Q: 3 clusters Score -362195.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -362202.375000 Penalty: 3951.254883
	Iteration 39Q: 3 clusters Score -362202.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -362207.562500 Penalty: 3951.254883
	Iteration 40F: 3 clusters Score -362207.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -362214.531250 Penalty: 3951.254883
	Iteration 41Q: 3 clusters Score -362214.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -362221.250000 Penalty: 3951.254883
	Iteration 42Q: 3 clusters Score -362221.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -362230.500000 Penalty: 3951.254883
	Iteration 43Q: 3 clusters Score -362230.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -362242.812500 Penalty: 3951.254883
	Iteration 44Q: 3 clusters Score -362242.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -362256.781250 Penalty: 3951.254883
	Iteration 45Q: 3 clusters Score -362256.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -362267.406250 Penalty: 3951.254883
	Iteration 46Q: 3 clusters Score -362267.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -362273.875000 Penalty: 3951.254883
	Iteration 47Q: 3 clusters Score -362273.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -362283.250000 Penalty: 3951.254883
	Iteration 48Q: 3 clusters Score -362283.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -362291.531250 Penalty: 3951.254883
	Iteration 49Q: 3 clusters Score -362291.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -362297.000000 Penalty: 3951.254883
	Iteration 50Q: 3 clusters Score -362297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -362298.812500 Penalty: 3951.254883
	Iteration 51Q: 3 clusters Score -362298.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -362300.406250 Penalty: 3951.254883
	Iteration 52Q: 3 clusters Score -362300.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -362301.437500 Penalty: 3951.254883
	Iteration 53Q: 3 clusters Score -362301.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -362303.375000 Penalty: 3951.254883
	Iteration 54Q: 3 clusters Score -362303.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -362303.812500 Penalty: 3951.254883
	Iteration 55Q: 3 clusters Score -362303.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -362306.468750 Penalty: 3951.254883
	Iteration 56Q: 3 clusters Score -362306.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -362307.562500 Penalty: 3951.254883
	Iteration 57Q: 3 clusters Score -362307.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -362309.625000 Penalty: 3951.254883
	Iteration 58Q: 3 clusters Score -362309.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -362313.406250 Penalty: 3951.254883
	Iteration 59Q: 3 clusters Score -362313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -362317.968750 Penalty: 3951.254883
	Iteration 60F: 3 clusters Score -362318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -362319.312500 Penalty: 3951.254883
	Iteration 61Q: 3 clusters Score -362319.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -362321.500000 Penalty: 3951.254883
	Iteration 62Q: 3 clusters Score -362321.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -362322.843750 Penalty: 3951.254883
	Iteration 63Q: 3 clusters Score -362322.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -362322.625000 Penalty: 3951.254883
	Iteration 64Q: 3 clusters Score -362322.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -362322.625000 Penalty: 3951.254883
	Iteration 65F: 3 clusters Score -362322.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Entering Unmasked Estep 
Score: -1469770.750000 Penalty: 2334.837646
	Iteration 0F: 2 clusters Score -1469771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1460680.500000 Penalty: 4669.675293
	Iteration 0F: 3 clusters Score -1460680 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1463409.125000 Penalty: 4669.675293
	Iteration 1F: 3 clusters Score -1463409 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1463781.000000 Penalty: 4669.675293
	Iteration 2F: 3 clusters Score -1463781 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1464073.750000 Penalty: 4669.675293
	Iteration 3F: 3 clusters Score -1464074 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1464368.125000 Penalty: 4669.675293
	Iteration 4Q: 3 clusters Score -1464368 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1464692.000000 Penalty: 4669.675293
	Iteration 5Q: 3 clusters Score -1464692 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1465026.500000 Penalty: 4669.675293
	Iteration 6Q: 3 clusters Score -1465026 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1465402.750000 Penalty: 4669.675293
	Iteration 7Q: 3 clusters Score -1465403 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1465880.625000 Penalty: 4669.675293
	Iteration 8F: 3 clusters Score -1465881 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1466396.250000 Penalty: 4669.675293
	Iteration 9F: 3 clusters Score -1466396 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1466915.125000 Penalty: 4669.675293
	Iteration 10F: 3 clusters Score -1466915 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1467380.125000 Penalty: 4669.675293
	Iteration 11Q: 3 clusters Score -1467380 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1467702.375000 Penalty: 4669.675293
	Iteration 12Q: 3 clusters Score -1467702 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1467870.000000 Penalty: 4669.675293
	Iteration 13Q: 3 clusters Score -1467870 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1467974.750000 Penalty: 4669.675293
	Iteration 14Q: 3 clusters Score -1467975 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1468045.375000 Penalty: 4669.675293
	Iteration 15Q: 3 clusters Score -1468045 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1468100.875000 Penalty: 4669.675293
	Iteration 16Q: 3 clusters Score -1468101 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1468125.375000 Penalty: 4669.675293
	Iteration 17Q: 3 clusters Score -1468125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1468146.625000 Penalty: 4669.675293
	Iteration 18Q: 3 clusters Score -1468147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1468174.125000 Penalty: 4669.675293
	Iteration 19Q: 3 clusters Score -1468174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1468189.625000 Penalty: 4669.675293
	Iteration 20F: 3 clusters Score -1468190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1468209.125000 Penalty: 4669.675293
	Iteration 21Q: 3 clusters Score -1468209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1468234.500000 Penalty: 4669.675293
	Iteration 22Q: 3 clusters Score -1468234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1468259.250000 Penalty: 4669.675293
	Iteration 23Q: 3 clusters Score -1468259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1468284.375000 Penalty: 4669.675293
	Iteration 24Q: 3 clusters Score -1468284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1468317.875000 Penalty: 4669.675293
	Iteration 25Q: 3 clusters Score -1468318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1468336.250000 Penalty: 4669.675293
	Iteration 26Q: 3 clusters Score -1468336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1468348.750000 Penalty: 4669.675293
	Iteration 27Q: 3 clusters Score -1468349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1468356.500000 Penalty: 4669.675293
	Iteration 28Q: 3 clusters Score -1468356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1468360.000000 Penalty: 4669.675293
	Iteration 29Q: 3 clusters Score -1468360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1468361.500000 Penalty: 4669.675293
	Iteration 30Q: 3 clusters Score -1468362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1468363.625000 Penalty: 4669.675293
	Iteration 31Q: 3 clusters Score -1468364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1468364.875000 Penalty: 4669.675293
	Iteration 32Q: 3 clusters Score -1468365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1468364.750000 Penalty: 4669.675293
	Iteration 33Q: 3 clusters Score -1468365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1468363.875000 Penalty: 4669.675293
	Iteration 34Q: 3 clusters Score -1468364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1468366.250000 Penalty: 4669.675293
	Iteration 35Q: 3 clusters Score -1468366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1468366.750000 Penalty: 4669.675293
	Iteration 36Q: 3 clusters Score -1468367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1468366.750000 Penalty: 4669.675293
	Iteration 37F: 3 clusters Score -1468367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -59266.429688 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -59266.43 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 310 members 
Entering Unmasked Estep 
Score: -57716.160156 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -57716.16 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -58232.906250 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -58232.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -58592.476562 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -58592.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -58775.375000 Penalty: 3176.172607
	Iteration 3F: 3 clusters Score -58775.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -58975.312500 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -58975.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -59009.917969 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -59009.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -59030.554688 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -59030.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -59041.257812 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -59041.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -59056.078125 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -59056.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -59081.914062 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -59081.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -59118.652344 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -59118.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -59189.359375 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -59189.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -59305.277344 Penalty: 3176.172607
	Iteration 12Q: 3 clusters Score -59305.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -59351.957031 Penalty: 3176.172607
	Iteration 13Q: 3 clusters Score -59351.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -59396.574219 Penalty: 3176.172607
	Iteration 14Q: 3 clusters Score -59396.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -59431.554688 Penalty: 3176.172607
	Iteration 15Q: 3 clusters Score -59431.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -59454.781250 Penalty: 3176.172607
	Iteration 16Q: 3 clusters Score -59454.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -59484.164062 Penalty: 3176.172607
	Iteration 17Q: 3 clusters Score -59484.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -59500.968750 Penalty: 3176.172607
	Iteration 18Q: 3 clusters Score -59500.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -59516.390625 Penalty: 3176.172607
	Iteration 19Q: 3 clusters Score -59516.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -59529.253906 Penalty: 3176.172607
	Iteration 20F: 3 clusters Score -59529.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2882 members 
Mstep: Class 4 contains 12267 members 
Mstep: Class 5 contains 216 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 169442 members 
Mstep: Class 9 contains 118719 members 
Mstep: Class 10 contains 119020 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170940 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48906 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6804 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206805 members 
Mstep: Class 20 contains 64448 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
Score: -119288248.000000 Penalty: 75182.937500
Splitting cluster 5 changes total score from -119289912.000000 to -119288248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -61719.035156 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -61719.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -60147.007812 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -60147.01 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -60895.496094 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -60895.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61385.406250 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -61385.41 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61762.187500 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -61762.19 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62083.335938 Penalty: 3232.031738
	Iteration 4F: 3 clusters Score -62083.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62210.183594 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -62210.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62278.398438 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -62278.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -62326.632812 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -62326.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62381.496094 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -62381.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62451.816406 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -62451.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62501.503906 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -62501.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62559.968750 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -62559.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62607.269531 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -62607.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62607.269531 Penalty: 3232.031738
	Iteration 13F: 3 clusters Score -62607.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2882 members 
Mstep: Class 4 contains 12267 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 169442 members 
Mstep: Class 9 contains 118719 members 
Mstep: Class 10 contains 119020 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170940 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48906 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6804 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206805 members 
Mstep: Class 20 contains 64448 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 346 members 
Entering Unmasked Estep 
Score: -119288904.000000 Penalty: 75182.937500
Splitting cluster 6 changes total score from -119289912.000000 to -119288904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -77042.804688 Penalty: 1629.926147
	Iteration 0F: 2 clusters Score -77042.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -75349.953125 Penalty: 3259.852295
	Iteration 0F: 3 clusters Score -75349.95 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75571.367188 Penalty: 3259.852295
	Iteration 1F: 3 clusters Score -75571.37 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75652.992188 Penalty: 3259.852295
	Iteration 2F: 3 clusters Score -75652.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75717.015625 Penalty: 3259.852295
	Iteration 3Q: 3 clusters Score -75717.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75781.828125 Penalty: 3259.852295
	Iteration 4Q: 3 clusters Score -75781.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -75821.476562 Penalty: 3259.852295
	Iteration 5Q: 3 clusters Score -75821.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -75901.773438 Penalty: 3259.852295
	Iteration 6Q: 3 clusters Score -75901.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75929.984375 Penalty: 3259.852295
	Iteration 7Q: 3 clusters Score -75929.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -75947.031250 Penalty: 3259.852295
	Iteration 8Q: 3 clusters Score -75947.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -75956.296875 Penalty: 3259.852295
	Iteration 9Q: 3 clusters Score -75956.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -75957.820312 Penalty: 3259.852295
	Iteration 10Q: 3 clusters Score -75957.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -75960.968750 Penalty: 3259.852295
	Iteration 11Q: 3 clusters Score -75960.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -75960.968750 Penalty: 3259.852295
	Iteration 12F: 3 clusters Score -75960.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (169442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169442 members 
Entering Unmasked Estep 
Score: -21382642.000000 Penalty: 2985.986084
	Iteration 0F: 2 clusters Score -2.138264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84749 members 
Mstep: Class 2 contains 84693 members 
Entering Unmasked Estep 
Score: -21269634.000000 Penalty: 5971.972168
	Iteration 0F: 3 clusters Score -2.126963e+07 nChanged 81249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84650 members 
Mstep: Class 2 contains 84792 members 
Entering Unmasked Estep 
Score: -21316920.000000 Penalty: 5971.972168
	Iteration 1F: 3 clusters Score -2.131692e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84793 members 
Mstep: Class 2 contains 84649 members 
Entering Unmasked Estep 
Score: -21317634.000000 Penalty: 5971.972168
	Iteration 2Q: 3 clusters Score -2.131763e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85064 members 
Mstep: Class 2 contains 84378 members 
Entering Unmasked Estep 
Score: -21318358.000000 Penalty: 5971.972168
	Iteration 3Q: 3 clusters Score -2.131836e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85636 members 
Mstep: Class 2 contains 83806 members 
Entering Unmasked Estep 
Score: -21319234.000000 Penalty: 5971.972168
	Iteration 4Q: 3 clusters Score -2.131923e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86510 members 
Mstep: Class 2 contains 82932 members 
Entering Unmasked Estep 
Score: -21320194.000000 Penalty: 5971.972168
	Iteration 5Q: 3 clusters Score -2.132019e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87830 members 
Mstep: Class 2 contains 81612 members 
Entering Unmasked Estep 
Score: -21321418.000000 Penalty: 5971.972168
	Iteration 6Q: 3 clusters Score -2.132142e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89902 members 
Mstep: Class 2 contains 79540 members 
Entering Unmasked Estep 
Score: -21322874.000000 Penalty: 5971.972168
	Iteration 7Q: 3 clusters Score -2.132287e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93095 members 
Mstep: Class 2 contains 76347 members 
Entering Unmasked Estep 
Score: -21325460.000000 Penalty: 5971.972168
	Iteration 8Q: 3 clusters Score -2.132546e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97869 members 
Mstep: Class 2 contains 71573 members 
Entering Unmasked Estep 
Score: -21329698.000000 Penalty: 5971.972168
	Iteration 9Q: 3 clusters Score -2.13297e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104502 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -21336202.000000 Penalty: 5971.972168
	Iteration 10F: 3 clusters Score -2.13362e+07 nChanged 11385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112537 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -21345356.000000 Penalty: 5971.972168
	Iteration 11F: 3 clusters Score -2.134536e+07 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120288 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -21354686.000000 Penalty: 5971.972168
	Iteration 12F: 3 clusters Score -2.135469e+07 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126423 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -21361230.000000 Penalty: 5971.972168
	Iteration 13F: 3 clusters Score -2.136123e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130884 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -21364784.000000 Penalty: 5971.972168
	Iteration 14Q: 3 clusters Score -2.136478e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134601 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -21367100.000000 Penalty: 5971.972168
	Iteration 15Q: 3 clusters Score -2.13671e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137821 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -21368566.000000 Penalty: 5971.972168
	Iteration 16Q: 3 clusters Score -2.136857e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140753 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -21369784.000000 Penalty: 5971.972168
	Iteration 17Q: 3 clusters Score -2.136978e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143516 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -21370978.000000 Penalty: 5971.972168
	Iteration 18Q: 3 clusters Score -2.137098e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146070 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -21372154.000000 Penalty: 5971.972168
	Iteration 19Q: 3 clusters Score -2.137215e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148530 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -21373110.000000 Penalty: 5971.972168
	Iteration 20F: 3 clusters Score -2.137311e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150856 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -21374094.000000 Penalty: 5971.972168
	Iteration 21Q: 3 clusters Score -2.137409e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153058 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -21374936.000000 Penalty: 5971.972168
	Iteration 22Q: 3 clusters Score -2.137494e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155096 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -21375944.000000 Penalty: 5971.972168
	Iteration 23Q: 3 clusters Score -2.137594e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156903 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -21376778.000000 Penalty: 5971.972168
	Iteration 24Q: 3 clusters Score -2.137678e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158526 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -21377506.000000 Penalty: 5971.972168
	Iteration 25Q: 3 clusters Score -2.137751e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159871 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -21377990.000000 Penalty: 5971.972168
	Iteration 26Q: 3 clusters Score -2.137799e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161050 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -21378464.000000 Penalty: 5971.972168
	Iteration 27Q: 3 clusters Score -2.137846e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162078 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -21378870.000000 Penalty: 5971.972168
	Iteration 28Q: 3 clusters Score -2.137887e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162967 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -21379106.000000 Penalty: 5971.972168
	Iteration 29Q: 3 clusters Score -2.137911e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163720 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -21379378.000000 Penalty: 5971.972168
	Iteration 30Q: 3 clusters Score -2.137938e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164356 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -21379564.000000 Penalty: 5971.972168
	Iteration 31Q: 3 clusters Score -2.137956e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164900 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -21379806.000000 Penalty: 5971.972168
	Iteration 32Q: 3 clusters Score -2.137981e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165353 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -21380026.000000 Penalty: 5971.972168
	Iteration 33Q: 3 clusters Score -2.138003e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165734 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -21380090.000000 Penalty: 5971.972168
	Iteration 34Q: 3 clusters Score -2.138009e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166061 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -21380172.000000 Penalty: 5971.972168
	Iteration 35Q: 3 clusters Score -2.138017e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166366 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -21380272.000000 Penalty: 5971.972168
	Iteration 36Q: 3 clusters Score -2.138027e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166629 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -21380384.000000 Penalty: 5971.972168
	Iteration 37Q: 3 clusters Score -2.138038e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166859 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -21380530.000000 Penalty: 5971.972168
	Iteration 38Q: 3 clusters Score -2.138053e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167049 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -21380568.000000 Penalty: 5971.972168
	Iteration 39Q: 3 clusters Score -2.138057e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167217 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -21380606.000000 Penalty: 5971.972168
	Iteration 40F: 3 clusters Score -2.138061e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167339 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -21380618.000000 Penalty: 5971.972168
	Iteration 41Q: 3 clusters Score -2.138062e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167430 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -21380634.000000 Penalty: 5971.972168
	Iteration 42Q: 3 clusters Score -2.138063e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167509 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -21380666.000000 Penalty: 5971.972168
	Iteration 43Q: 3 clusters Score -2.138067e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167578 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -21380688.000000 Penalty: 5971.972168
	Iteration 44Q: 3 clusters Score -2.138069e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167638 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -21380684.000000 Penalty: 5971.972168
	Iteration 45Q: 3 clusters Score -2.138068e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167695 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -21380676.000000 Penalty: 5971.972168
	Iteration 46Q: 3 clusters Score -2.138068e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167736 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -21380720.000000 Penalty: 5971.972168
	Iteration 47Q: 3 clusters Score -2.138072e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167772 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -21380720.000000 Penalty: 5971.972168
	Iteration 48Q: 3 clusters Score -2.138072e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167797 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -21380722.000000 Penalty: 5971.972168
	Iteration 49Q: 3 clusters Score -2.138072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167818 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -21380722.000000 Penalty: 5971.972168
	Iteration 50Q: 3 clusters Score -2.138072e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167835 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -21380718.000000 Penalty: 5971.972168
	Iteration 51Q: 3 clusters Score -2.138072e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167853 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -21380726.000000 Penalty: 5971.972168
	Iteration 52Q: 3 clusters Score -2.138073e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167871 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -21380720.000000 Penalty: 5971.972168
	Iteration 53Q: 3 clusters Score -2.138072e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167884 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -21380732.000000 Penalty: 5971.972168
	Iteration 54Q: 3 clusters Score -2.138073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167900 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -21380732.000000 Penalty: 5971.972168
	Iteration 55Q: 3 clusters Score -2.138073e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167912 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -21380726.000000 Penalty: 5971.972168
	Iteration 56Q: 3 clusters Score -2.138073e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167929 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -21380732.000000 Penalty: 5971.972168
	Iteration 57Q: 3 clusters Score -2.138073e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167946 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -21380720.000000 Penalty: 5971.972168
	Iteration 58Q: 3 clusters Score -2.138072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167965 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -21380742.000000 Penalty: 5971.972168
	Iteration 59Q: 3 clusters Score -2.138074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167973 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -21380752.000000 Penalty: 5971.972168
	Iteration 60F: 3 clusters Score -2.138075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167978 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -21380754.000000 Penalty: 5971.972168
	Iteration 61Q: 3 clusters Score -2.138075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167987 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -21380754.000000 Penalty: 5971.972168
	Iteration 62Q: 3 clusters Score -2.138075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167996 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -21380768.000000 Penalty: 5971.972168
	Iteration 63Q: 3 clusters Score -2.138077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168001 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -21380748.000000 Penalty: 5971.972168
	Iteration 64Q: 3 clusters Score -2.138075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168010 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -21380744.000000 Penalty: 5971.972168
	Iteration 65Q: 3 clusters Score -2.138074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168019 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -21380742.000000 Penalty: 5971.972168
	Iteration 66Q: 3 clusters Score -2.138074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168025 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -21380732.000000 Penalty: 5971.972168
	Iteration 67Q: 3 clusters Score -2.138073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168031 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -21380750.000000 Penalty: 5971.972168
	Iteration 68Q: 3 clusters Score -2.138075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168035 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -21380742.000000 Penalty: 5971.972168
	Iteration 69Q: 3 clusters Score -2.138074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168039 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -21380754.000000 Penalty: 5971.972168
	Iteration 70Q: 3 clusters Score -2.138075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168041 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -21380742.000000 Penalty: 5971.972168
	Iteration 71Q: 3 clusters Score -2.138074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168043 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -21380738.000000 Penalty: 5971.972168
	Iteration 72Q: 3 clusters Score -2.138074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168049 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -21380740.000000 Penalty: 5971.972168
	Iteration 73Q: 3 clusters Score -2.138074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168057 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -21380750.000000 Penalty: 5971.972168
	Iteration 74Q: 3 clusters Score -2.138075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168061 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -21380738.000000 Penalty: 5971.972168
	Iteration 75Q: 3 clusters Score -2.138074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168063 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -21380748.000000 Penalty: 5971.972168
	Iteration 76Q: 3 clusters Score -2.138075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168065 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -21380752.000000 Penalty: 5971.972168
	Iteration 77Q: 3 clusters Score -2.138075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168067 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -21380750.000000 Penalty: 5971.972168
	Iteration 78Q: 3 clusters Score -2.138075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168072 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -21380760.000000 Penalty: 5971.972168
	Iteration 79Q: 3 clusters Score -2.138076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168076 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -21380742.000000 Penalty: 5971.972168
	Iteration 80F: 3 clusters Score -2.138074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168077 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -21380746.000000 Penalty: 5971.972168
	Iteration 81Q: 3 clusters Score -2.138075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168077 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -21380746.000000 Penalty: 5971.972168
	Iteration 82F: 3 clusters Score -2.138075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (118719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118719 members 
Entering Unmasked Estep 
Score: -15005257.000000 Penalty: 2897.759766
	Iteration 0F: 2 clusters Score -1.500526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -14925577.000000 Penalty: 5795.519531
	Iteration 0F: 3 clusters Score -1.492558e+07 nChanged 56443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60015 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -14957979.000000 Penalty: 5795.519531
	Iteration 1F: 3 clusters Score -1.495798e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -14958764.000000 Penalty: 5795.519531
	Iteration 2Q: 3 clusters Score -1.495876e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60930 members 
Mstep: Class 2 contains 57789 members 
Entering Unmasked Estep 
Score: -14959738.000000 Penalty: 5795.519531
	Iteration 3Q: 3 clusters Score -1.495974e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 56950 members 
Entering Unmasked Estep 
Score: -14960721.000000 Penalty: 5795.519531
	Iteration 4Q: 3 clusters Score -1.496072e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 55618 members 
Entering Unmasked Estep 
Score: -14962059.000000 Penalty: 5795.519531
	Iteration 5Q: 3 clusters Score -1.496206e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65086 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -14964068.000000 Penalty: 5795.519531
	Iteration 6Q: 3 clusters Score -1.496407e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67698 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -14966859.000000 Penalty: 5795.519531
	Iteration 7Q: 3 clusters Score -1.496686e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71102 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -14971008.000000 Penalty: 5795.519531
	Iteration 8F: 3 clusters Score -1.497101e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74685 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -14976574.000000 Penalty: 5795.519531
	Iteration 9F: 3 clusters Score -1.497657e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77730 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -14981932.000000 Penalty: 5795.519531
	Iteration 10F: 3 clusters Score -1.498193e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79879 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -14985526.000000 Penalty: 5795.519531
	Iteration 11F: 3 clusters Score -1.498553e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -14987153.000000 Penalty: 5795.519531
	Iteration 12Q: 3 clusters Score -1.498715e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83293 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -14988036.000000 Penalty: 5795.519531
	Iteration 13Q: 3 clusters Score -1.498804e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85051 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -14988575.000000 Penalty: 5795.519531
	Iteration 14Q: 3 clusters Score -1.498858e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86908 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -14989258.000000 Penalty: 5795.519531
	Iteration 15Q: 3 clusters Score -1.498926e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88859 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -14989952.000000 Penalty: 5795.519531
	Iteration 16Q: 3 clusters Score -1.498995e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -14990630.000000 Penalty: 5795.519531
	Iteration 17Q: 3 clusters Score -1.499063e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92862 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -14991335.000000 Penalty: 5795.519531
	Iteration 18Q: 3 clusters Score -1.499134e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94931 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -14992233.000000 Penalty: 5795.519531
	Iteration 19Q: 3 clusters Score -1.499223e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97040 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -14993267.000000 Penalty: 5795.519531
	Iteration 20F: 3 clusters Score -1.499327e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99154 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -14994219.000000 Penalty: 5795.519531
	Iteration 21Q: 3 clusters Score -1.499422e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101152 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -14995320.000000 Penalty: 5795.519531
	Iteration 22Q: 3 clusters Score -1.499532e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103044 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -14996360.000000 Penalty: 5795.519531
	Iteration 23Q: 3 clusters Score -1.499636e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104744 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -14997343.000000 Penalty: 5795.519531
	Iteration 24Q: 3 clusters Score -1.499734e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106234 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -14998101.000000 Penalty: 5795.519531
	Iteration 25Q: 3 clusters Score -1.49981e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107528 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -14998735.000000 Penalty: 5795.519531
	Iteration 26Q: 3 clusters Score -1.499874e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108686 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -14999337.000000 Penalty: 5795.519531
	Iteration 27Q: 3 clusters Score -1.499934e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109692 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -14999869.000000 Penalty: 5795.519531
	Iteration 28Q: 3 clusters Score -1.499987e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110585 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -15000337.000000 Penalty: 5795.519531
	Iteration 29Q: 3 clusters Score -1.500034e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111397 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -15000670.000000 Penalty: 5795.519531
	Iteration 30Q: 3 clusters Score -1.500067e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112127 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -15001030.000000 Penalty: 5795.519531
	Iteration 31Q: 3 clusters Score -1.500103e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112786 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -15001377.000000 Penalty: 5795.519531
	Iteration 32Q: 3 clusters Score -1.500138e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113358 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -15001617.000000 Penalty: 5795.519531
	Iteration 33Q: 3 clusters Score -1.500162e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113832 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -15001778.000000 Penalty: 5795.519531
	Iteration 34Q: 3 clusters Score -1.500178e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114214 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -15001948.000000 Penalty: 5795.519531
	Iteration 35Q: 3 clusters Score -1.500195e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114576 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -15002077.000000 Penalty: 5795.519531
	Iteration 36Q: 3 clusters Score -1.500208e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114891 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -15002170.000000 Penalty: 5795.519531
	Iteration 37Q: 3 clusters Score -1.500217e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115155 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -15002235.000000 Penalty: 5795.519531
	Iteration 38Q: 3 clusters Score -1.500224e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115392 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -15002312.000000 Penalty: 5795.519531
	Iteration 39Q: 3 clusters Score -1.500231e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115600 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -15002391.000000 Penalty: 5795.519531
	Iteration 40F: 3 clusters Score -1.500239e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115783 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -15002467.000000 Penalty: 5795.519531
	Iteration 41Q: 3 clusters Score -1.500247e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115934 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -15002483.000000 Penalty: 5795.519531
	Iteration 42Q: 3 clusters Score -1.500248e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116078 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -15002556.000000 Penalty: 5795.519531
	Iteration 43Q: 3 clusters Score -1.500256e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116200 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -15002562.000000 Penalty: 5795.519531
	Iteration 44Q: 3 clusters Score -1.500256e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116293 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -15002605.000000 Penalty: 5795.519531
	Iteration 45Q: 3 clusters Score -1.50026e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116378 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -15002593.000000 Penalty: 5795.519531
	Iteration 46Q: 3 clusters Score -1.500259e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116449 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -15002626.000000 Penalty: 5795.519531
	Iteration 47Q: 3 clusters Score -1.500263e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116519 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -15002644.000000 Penalty: 5795.519531
	Iteration 48Q: 3 clusters Score -1.500264e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116574 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -15002653.000000 Penalty: 5795.519531
	Iteration 49Q: 3 clusters Score -1.500265e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116622 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -15002673.000000 Penalty: 5795.519531
	Iteration 50Q: 3 clusters Score -1.500267e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116676 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -15002690.000000 Penalty: 5795.519531
	Iteration 51Q: 3 clusters Score -1.500269e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116729 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -15002674.000000 Penalty: 5795.519531
	Iteration 52Q: 3 clusters Score -1.500267e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116773 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -15002667.000000 Penalty: 5795.519531
	Iteration 53Q: 3 clusters Score -1.500267e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116820 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -15002667.000000 Penalty: 5795.519531
	Iteration 54Q: 3 clusters Score -1.500267e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116865 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -15002709.000000 Penalty: 5795.519531
	Iteration 55Q: 3 clusters Score -1.500271e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116912 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -15002701.000000 Penalty: 5795.519531
	Iteration 56Q: 3 clusters Score -1.50027e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116949 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -15002700.000000 Penalty: 5795.519531
	Iteration 57Q: 3 clusters Score -1.50027e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116983 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -15002730.000000 Penalty: 5795.519531
	Iteration 58Q: 3 clusters Score -1.500273e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117012 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -15002740.000000 Penalty: 5795.519531
	Iteration 59Q: 3 clusters Score -1.500274e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117035 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -15002757.000000 Penalty: 5795.519531
	Iteration 60F: 3 clusters Score -1.500276e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117053 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -15002753.000000 Penalty: 5795.519531
	Iteration 61Q: 3 clusters Score -1.500275e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117073 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -15002767.000000 Penalty: 5795.519531
	Iteration 62Q: 3 clusters Score -1.500277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117082 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -15002766.000000 Penalty: 5795.519531
	Iteration 63Q: 3 clusters Score -1.500277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117091 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -15002771.000000 Penalty: 5795.519531
	Iteration 64Q: 3 clusters Score -1.500277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117103 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -15002766.000000 Penalty: 5795.519531
	Iteration 65Q: 3 clusters Score -1.500277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117117 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -15002768.000000 Penalty: 5795.519531
	Iteration 66Q: 3 clusters Score -1.500277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117130 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -15002786.000000 Penalty: 5795.519531
	Iteration 67Q: 3 clusters Score -1.500279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117145 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -15002771.000000 Penalty: 5795.519531
	Iteration 68Q: 3 clusters Score -1.500277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117158 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -15002781.000000 Penalty: 5795.519531
	Iteration 69Q: 3 clusters Score -1.500278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117176 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -15002783.000000 Penalty: 5795.519531
	Iteration 70Q: 3 clusters Score -1.500278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117180 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -15002785.000000 Penalty: 5795.519531
	Iteration 71Q: 3 clusters Score -1.500278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117185 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -15002796.000000 Penalty: 5795.519531
	Iteration 72Q: 3 clusters Score -1.50028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117193 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -15002793.000000 Penalty: 5795.519531
	Iteration 73Q: 3 clusters Score -1.500279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117202 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -15002808.000000 Penalty: 5795.519531
	Iteration 74Q: 3 clusters Score -1.500281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117212 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -15002825.000000 Penalty: 5795.519531
	Iteration 75Q: 3 clusters Score -1.500282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117220 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -15002824.000000 Penalty: 5795.519531
	Iteration 76Q: 3 clusters Score -1.500282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117226 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -15002813.000000 Penalty: 5795.519531
	Iteration 77Q: 3 clusters Score -1.500281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117229 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -15002811.000000 Penalty: 5795.519531
	Iteration 78Q: 3 clusters Score -1.500281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117234 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -15002818.000000 Penalty: 5795.519531
	Iteration 79Q: 3 clusters Score -1.500282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117239 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -15002825.000000 Penalty: 5795.519531
	Iteration 80F: 3 clusters Score -1.500282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117244 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -15002835.000000 Penalty: 5795.519531
	Iteration 81Q: 3 clusters Score -1.500284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117248 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -15002832.000000 Penalty: 5795.519531
	Iteration 82Q: 3 clusters Score -1.500283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117253 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -15002824.000000 Penalty: 5795.519531
	Iteration 83Q: 3 clusters Score -1.500282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117260 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -15002813.000000 Penalty: 5795.519531
	Iteration 84Q: 3 clusters Score -1.500281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117265 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -15002829.000000 Penalty: 5795.519531
	Iteration 85Q: 3 clusters Score -1.500283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117269 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -15002830.000000 Penalty: 5795.519531
	Iteration 86Q: 3 clusters Score -1.500283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117271 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -15002819.000000 Penalty: 5795.519531
	Iteration 87Q: 3 clusters Score -1.500282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117271 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -15002819.000000 Penalty: 5795.519531
	Iteration 88F: 3 clusters Score -1.500282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (119020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119020 members 
Entering Unmasked Estep 
Score: -15080388.000000 Penalty: 2898.387695
	Iteration 0F: 2 clusters Score -1.508039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 59129 members 
Entering Unmasked Estep 
Score: -15000636.000000 Penalty: 5796.775391
	Iteration 0F: 3 clusters Score -1.500064e+07 nChanged 56741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -15034184.000000 Penalty: 5796.775391
	Iteration 1F: 3 clusters Score -1.503418e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70498 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -15036466.000000 Penalty: 5796.775391
	Iteration 2Q: 3 clusters Score -1.503647e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76083 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -15040020.000000 Penalty: 5796.775391
	Iteration 3F: 3 clusters Score -1.504002e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83738 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -15046202.000000 Penalty: 5796.775391
	Iteration 4F: 3 clusters Score -1.50462e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93049 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -15055041.000000 Penalty: 5796.775391
	Iteration 5F: 3 clusters Score -1.505504e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102052 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -15064370.000000 Penalty: 5796.775391
	Iteration 6F: 3 clusters Score -1.506437e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108397 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -15070805.000000 Penalty: 5796.775391
	Iteration 7F: 3 clusters Score -1.50708e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111876 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -15074149.000000 Penalty: 5796.775391
	Iteration 8Q: 3 clusters Score -1.507415e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113686 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -15075961.000000 Penalty: 5796.775391
	Iteration 9Q: 3 clusters Score -1.507596e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114679 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -15076713.000000 Penalty: 5796.775391
	Iteration 10Q: 3 clusters Score -1.507671e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115336 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -15077041.000000 Penalty: 5796.775391
	Iteration 11Q: 3 clusters Score -1.507704e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115844 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -15077325.000000 Penalty: 5796.775391
	Iteration 12Q: 3 clusters Score -1.507732e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116189 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -15077481.000000 Penalty: 5796.775391
	Iteration 13Q: 3 clusters Score -1.507748e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116448 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -15077591.000000 Penalty: 5796.775391
	Iteration 14Q: 3 clusters Score -1.507759e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116658 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -15077635.000000 Penalty: 5796.775391
	Iteration 15Q: 3 clusters Score -1.507764e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116857 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -15077713.000000 Penalty: 5796.775391
	Iteration 16Q: 3 clusters Score -1.507771e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117020 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -15077749.000000 Penalty: 5796.775391
	Iteration 17Q: 3 clusters Score -1.507775e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117158 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -15077833.000000 Penalty: 5796.775391
	Iteration 18Q: 3 clusters Score -1.507783e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117273 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -15077913.000000 Penalty: 5796.775391
	Iteration 19Q: 3 clusters Score -1.507791e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117363 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -15077964.000000 Penalty: 5796.775391
	Iteration 20F: 3 clusters Score -1.507796e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117423 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -15077946.000000 Penalty: 5796.775391
	Iteration 21Q: 3 clusters Score -1.507795e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117487 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -15077971.000000 Penalty: 5796.775391
	Iteration 22Q: 3 clusters Score -1.507797e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117539 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -15078006.000000 Penalty: 5796.775391
	Iteration 23Q: 3 clusters Score -1.507801e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117573 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -15078040.000000 Penalty: 5796.775391
	Iteration 24Q: 3 clusters Score -1.507804e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117597 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -15078058.000000 Penalty: 5796.775391
	Iteration 25Q: 3 clusters Score -1.507806e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117617 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -15078065.000000 Penalty: 5796.775391
	Iteration 26Q: 3 clusters Score -1.507806e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117638 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -15078081.000000 Penalty: 5796.775391
	Iteration 27Q: 3 clusters Score -1.507808e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117650 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -15078057.000000 Penalty: 5796.775391
	Iteration 28Q: 3 clusters Score -1.507806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117659 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -15078066.000000 Penalty: 5796.775391
	Iteration 29Q: 3 clusters Score -1.507807e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117672 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -15078075.000000 Penalty: 5796.775391
	Iteration 30Q: 3 clusters Score -1.507808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117686 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -15078103.000000 Penalty: 5796.775391
	Iteration 31Q: 3 clusters Score -1.50781e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117705 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -15078101.000000 Penalty: 5796.775391
	Iteration 32Q: 3 clusters Score -1.50781e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117716 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -15078111.000000 Penalty: 5796.775391
	Iteration 33Q: 3 clusters Score -1.507811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117727 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -15078109.000000 Penalty: 5796.775391
	Iteration 34Q: 3 clusters Score -1.507811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117736 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -15078105.000000 Penalty: 5796.775391
	Iteration 35Q: 3 clusters Score -1.50781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117744 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -15078091.000000 Penalty: 5796.775391
	Iteration 36Q: 3 clusters Score -1.507809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117751 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -15078101.000000 Penalty: 5796.775391
	Iteration 37Q: 3 clusters Score -1.50781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117760 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -15078111.000000 Penalty: 5796.775391
	Iteration 38Q: 3 clusters Score -1.507811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117768 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -15078122.000000 Penalty: 5796.775391
	Iteration 39Q: 3 clusters Score -1.507812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117774 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -15078112.000000 Penalty: 5796.775391
	Iteration 40F: 3 clusters Score -1.507811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117780 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -15078116.000000 Penalty: 5796.775391
	Iteration 41Q: 3 clusters Score -1.507812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117788 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -15078112.000000 Penalty: 5796.775391
	Iteration 42Q: 3 clusters Score -1.507811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117798 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -15078112.000000 Penalty: 5796.775391
	Iteration 43Q: 3 clusters Score -1.507811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117802 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -15078121.000000 Penalty: 5796.775391
	Iteration 44Q: 3 clusters Score -1.507812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117805 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -15078121.000000 Penalty: 5796.775391
	Iteration 45Q: 3 clusters Score -1.507812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117810 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -15078122.000000 Penalty: 5796.775391
	Iteration 46Q: 3 clusters Score -1.507812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117813 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -15078121.000000 Penalty: 5796.775391
	Iteration 47Q: 3 clusters Score -1.507812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117813 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -15078135.000000 Penalty: 5796.775391
	Iteration 48Q: 3 clusters Score -1.507814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117815 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -15078119.000000 Penalty: 5796.775391
	Iteration 49Q: 3 clusters Score -1.507812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117817 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -15078125.000000 Penalty: 5796.775391
	Iteration 50Q: 3 clusters Score -1.507812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117820 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -15078127.000000 Penalty: 5796.775391
	Iteration 51Q: 3 clusters Score -1.507813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117825 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -15078136.000000 Penalty: 5796.775391
	Iteration 52Q: 3 clusters Score -1.507814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117830 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -15078139.000000 Penalty: 5796.775391
	Iteration 53Q: 3 clusters Score -1.507814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117832 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -15078138.000000 Penalty: 5796.775391
	Iteration 54Q: 3 clusters Score -1.507814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117832 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -15078130.000000 Penalty: 5796.775391
	Iteration 55Q: 3 clusters Score -1.507813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117833 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -15078130.000000 Penalty: 5796.775391
	Iteration 56Q: 3 clusters Score -1.507813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117835 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -15078139.000000 Penalty: 5796.775391
	Iteration 57Q: 3 clusters Score -1.507814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117835 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -15078139.000000 Penalty: 5796.775391
	Iteration 58F: 3 clusters Score -1.507814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -75501.640625 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -75501.64 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 364 members 
Entering Unmasked Estep 
Score: -73776.382812 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -73776.38 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74072.031250 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -74072.03 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74225.898438 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -74225.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -74386.117188 Penalty: 3270.829102
	Iteration 3F: 3 clusters Score -74386.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74687.742188 Penalty: 3270.829102
	Iteration 4F: 3 clusters Score -74687.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74996.843750 Penalty: 3270.829102
	Iteration 5F: 3 clusters Score -74996.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -75234.906250 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -75234.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -75528.046875 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -75528.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -75682.890625 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -75682.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -75873.257812 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -75873.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76064.632812 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -76064.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76194.531250 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -76194.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76275.609375 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -76275.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76296.976562 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -76296.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76334.046875 Penalty: 3270.829102
	Iteration 14Q: 3 clusters Score -76334.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76410.257812 Penalty: 3270.829102
	Iteration 15Q: 3 clusters Score -76410.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76588.570312 Penalty: 3270.829102
	Iteration 16Q: 3 clusters Score -76588.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76603.062500 Penalty: 3270.829102
	Iteration 17Q: 3 clusters Score -76603.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76603.062500 Penalty: 3270.829102
	Iteration 18F: 3 clusters Score -76603.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2882 members 
Mstep: Class 4 contains 12267 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 169442 members 
Mstep: Class 9 contains 118719 members 
Mstep: Class 10 contains 119020 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170940 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48906 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6804 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206805 members 
Mstep: Class 20 contains 64448 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 318 members 
Entering Unmasked Estep 
Score: -119289224.000000 Penalty: 75182.937500
Splitting cluster 11 changes total score from -119289912.000000 to -119289224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -147411.468750 Penalty: 1762.234985
	Iteration 0F: 2 clusters Score -147411.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -145289.515625 Penalty: 3524.469971
	Iteration 0F: 3 clusters Score -145289.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -145602.203125 Penalty: 3524.469971
	Iteration 1F: 3 clusters Score -145602.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -145683.328125 Penalty: 3524.469971
	Iteration 2F: 3 clusters Score -145683.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -145719.890625 Penalty: 3524.469971
	Iteration 3Q: 3 clusters Score -145719.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -145753.421875 Penalty: 3524.469971
	Iteration 4Q: 3 clusters Score -145753.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -145781.562500 Penalty: 3524.469971
	Iteration 5Q: 3 clusters Score -145781.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -145794.078125 Penalty: 3524.469971
	Iteration 6Q: 3 clusters Score -145794.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -145800.843750 Penalty: 3524.469971
	Iteration 7Q: 3 clusters Score -145800.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -145807.546875 Penalty: 3524.469971
	Iteration 8Q: 3 clusters Score -145807.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -145810.453125 Penalty: 3524.469971
	Iteration 9Q: 3 clusters Score -145810.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -145814.093750 Penalty: 3524.469971
	Iteration 10Q: 3 clusters Score -145814.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -145814.578125 Penalty: 3524.469971
	Iteration 11Q: 3 clusters Score -145814.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -145815.296875 Penalty: 3524.469971
	Iteration 12Q: 3 clusters Score -145815.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -145815.296875 Penalty: 3524.469971
	Iteration 13F: 3 clusters Score -145815.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (170940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170940 members 
Entering Unmasked Estep 
Score: -21514730.000000 Penalty: 2988.168701
	Iteration 0F: 2 clusters Score -2.151473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85526 members 
Mstep: Class 2 contains 85414 members 
Entering Unmasked Estep 
Score: -21400816.000000 Penalty: 5976.337402
	Iteration 0F: 3 clusters Score -2.140082e+07 nChanged 82005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86919 members 
Mstep: Class 2 contains 84021 members 
Entering Unmasked Estep 
Score: -21448668.000000 Penalty: 5976.337402
	Iteration 1F: 3 clusters Score -2.144867e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87805 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -21449388.000000 Penalty: 5976.337402
	Iteration 2Q: 3 clusters Score -2.144939e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89124 members 
Mstep: Class 2 contains 81816 members 
Entering Unmasked Estep 
Score: -21450216.000000 Penalty: 5976.337402
	Iteration 3Q: 3 clusters Score -2.145022e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91133 members 
Mstep: Class 2 contains 79807 members 
Entering Unmasked Estep 
Score: -21450940.000000 Penalty: 5976.337402
	Iteration 4Q: 3 clusters Score -2.145094e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94027 members 
Mstep: Class 2 contains 76913 members 
Entering Unmasked Estep 
Score: -21452328.000000 Penalty: 5976.337402
	Iteration 5Q: 3 clusters Score -2.145233e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 72648 members 
Entering Unmasked Estep 
Score: -21454062.000000 Penalty: 5976.337402
	Iteration 6Q: 3 clusters Score -2.145406e+07 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104652 members 
Mstep: Class 2 contains 66288 members 
Entering Unmasked Estep 
Score: -21457368.000000 Penalty: 5976.337402
	Iteration 7Q: 3 clusters Score -2.145737e+07 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113634 members 
Mstep: Class 2 contains 57306 members 
Entering Unmasked Estep 
Score: -21462848.000000 Penalty: 5976.337402
	Iteration 8F: 3 clusters Score -2.146285e+07 nChanged 12096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125402 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -21471968.000000 Penalty: 5976.337402
	Iteration 9F: 3 clusters Score -2.147197e+07 nChanged 13394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138660 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -21483790.000000 Penalty: 5976.337402
	Iteration 10F: 3 clusters Score -2.148379e+07 nChanged 12183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150789 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -21495424.000000 Penalty: 5976.337402
	Iteration 11F: 3 clusters Score -2.149542e+07 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159406 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -21503802.000000 Penalty: 5976.337402
	Iteration 12F: 3 clusters Score -2.15038e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164355 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -21508140.000000 Penalty: 5976.337402
	Iteration 13Q: 3 clusters Score -2.150814e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166929 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -21510394.000000 Penalty: 5976.337402
	Iteration 14Q: 3 clusters Score -2.151039e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168236 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -21511316.000000 Penalty: 5976.337402
	Iteration 15Q: 3 clusters Score -2.151132e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168880 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -21511808.000000 Penalty: 5976.337402
	Iteration 16Q: 3 clusters Score -2.151181e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169248 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -21512034.000000 Penalty: 5976.337402
	Iteration 17Q: 3 clusters Score -2.151203e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169473 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -21512208.000000 Penalty: 5976.337402
	Iteration 18Q: 3 clusters Score -2.151221e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169620 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -21512308.000000 Penalty: 5976.337402
	Iteration 19Q: 3 clusters Score -2.151231e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169700 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -21512344.000000 Penalty: 5976.337402
	Iteration 20F: 3 clusters Score -2.151234e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169776 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -21512406.000000 Penalty: 5976.337402
	Iteration 21Q: 3 clusters Score -2.151241e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169829 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -21512452.000000 Penalty: 5976.337402
	Iteration 22Q: 3 clusters Score -2.151245e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169862 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -21512458.000000 Penalty: 5976.337402
	Iteration 23Q: 3 clusters Score -2.151246e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169890 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -21512500.000000 Penalty: 5976.337402
	Iteration 24Q: 3 clusters Score -2.15125e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169923 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -21512490.000000 Penalty: 5976.337402
	Iteration 25Q: 3 clusters Score -2.151249e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169943 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -21512498.000000 Penalty: 5976.337402
	Iteration 26Q: 3 clusters Score -2.15125e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169962 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -21512486.000000 Penalty: 5976.337402
	Iteration 27Q: 3 clusters Score -2.151249e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169987 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -21512514.000000 Penalty: 5976.337402
	Iteration 28Q: 3 clusters Score -2.151251e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170011 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -21512530.000000 Penalty: 5976.337402
	Iteration 29Q: 3 clusters Score -2.151253e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170033 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -21512552.000000 Penalty: 5976.337402
	Iteration 30Q: 3 clusters Score -2.151255e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170053 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -21512572.000000 Penalty: 5976.337402
	Iteration 31Q: 3 clusters Score -2.151257e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170061 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -21512580.000000 Penalty: 5976.337402
	Iteration 32Q: 3 clusters Score -2.151258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170070 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -21512574.000000 Penalty: 5976.337402
	Iteration 33Q: 3 clusters Score -2.151257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170076 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -21512576.000000 Penalty: 5976.337402
	Iteration 34Q: 3 clusters Score -2.151258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170077 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -21512580.000000 Penalty: 5976.337402
	Iteration 35Q: 3 clusters Score -2.151258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170080 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -21512582.000000 Penalty: 5976.337402
	Iteration 36Q: 3 clusters Score -2.151258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170080 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -21512588.000000 Penalty: 5976.337402
	Iteration 37Q: 3 clusters Score -2.151259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170083 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -21512590.000000 Penalty: 5976.337402
	Iteration 38Q: 3 clusters Score -2.151259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170087 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -21512592.000000 Penalty: 5976.337402
	Iteration 39Q: 3 clusters Score -2.151259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170088 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -21512590.000000 Penalty: 5976.337402
	Iteration 40F: 3 clusters Score -2.151259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170088 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -21512590.000000 Penalty: 5976.337402
	Iteration 41Q: 3 clusters Score -2.151259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170089 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -21512608.000000 Penalty: 5976.337402
	Iteration 42Q: 3 clusters Score -2.151261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170090 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -21512584.000000 Penalty: 5976.337402
	Iteration 43Q: 3 clusters Score -2.151258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170090 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -21512584.000000 Penalty: 5976.337402
	Iteration 44F: 3 clusters Score -2.151258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -174431.921875 Penalty: 1805.099976
	Iteration 0F: 2 clusters Score -174431.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -172165.312500 Penalty: 3610.199951
	Iteration 0F: 3 clusters Score -172165.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -172537.500000 Penalty: 3610.199951
	Iteration 1F: 3 clusters Score -172537.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -172626.750000 Penalty: 3610.199951
	Iteration 2F: 3 clusters Score -172626.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -172682.937500 Penalty: 3610.199951
	Iteration 3Q: 3 clusters Score -172682.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -172719.234375 Penalty: 3610.199951
	Iteration 4Q: 3 clusters Score -172719.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -172744.843750 Penalty: 3610.199951
	Iteration 5Q: 3 clusters Score -172744.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -172762.312500 Penalty: 3610.199951
	Iteration 6Q: 3 clusters Score -172762.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -172771.656250 Penalty: 3610.199951
	Iteration 7Q: 3 clusters Score -172771.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -172774.140625 Penalty: 3610.199951
	Iteration 8Q: 3 clusters Score -172774.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -172775.078125 Penalty: 3610.199951
	Iteration 9Q: 3 clusters Score -172775.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -172776.562500 Penalty: 3610.199951
	Iteration 10Q: 3 clusters Score -172776.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -172777.625000 Penalty: 3610.199951
	Iteration 11Q: 3 clusters Score -172777.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -172777.953125 Penalty: 3610.199951
	Iteration 12Q: 3 clusters Score -172778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -172777.953125 Penalty: 3610.199951
	Iteration 13F: 3 clusters Score -172778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -6215455.000000 Penalty: 2677.818359
	Iteration 0F: 2 clusters Score -6215455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -6182525.000000 Penalty: 5355.636719
	Iteration 0F: 3 clusters Score -6182525 nChanged 22479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -6194938.000000 Penalty: 5355.636719
	Iteration 1F: 3 clusters Score -6194938 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -6195786.000000 Penalty: 5355.636719
	Iteration 2Q: 3 clusters Score -6195786 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -6197006.000000 Penalty: 5355.636719
	Iteration 3F: 3 clusters Score -6197006 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -6198717.500000 Penalty: 5355.636719
	Iteration 4F: 3 clusters Score -6198718 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -6201199.500000 Penalty: 5355.636719
	Iteration 5F: 3 clusters Score -6201200 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -6204364.500000 Penalty: 5355.636719
	Iteration 6F: 3 clusters Score -6204364 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -6207387.000000 Penalty: 5355.636719
	Iteration 7F: 3 clusters Score -6207387 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -6209729.000000 Penalty: 5355.636719
	Iteration 8F: 3 clusters Score -6209729 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -6211366.000000 Penalty: 5355.636719
	Iteration 9Q: 3 clusters Score -6211366 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -6212348.000000 Penalty: 5355.636719
	Iteration 10Q: 3 clusters Score -6212348 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -6212958.000000 Penalty: 5355.636719
	Iteration 11Q: 3 clusters Score -6212958 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -6213341.500000 Penalty: 5355.636719
	Iteration 12Q: 3 clusters Score -6213342 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -6213628.500000 Penalty: 5355.636719
	Iteration 13Q: 3 clusters Score -6213628 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -6213780.500000 Penalty: 5355.636719
	Iteration 14Q: 3 clusters Score -6213780 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -6213857.500000 Penalty: 5355.636719
	Iteration 15Q: 3 clusters Score -6213858 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -6213920.000000 Penalty: 5355.636719
	Iteration 16Q: 3 clusters Score -6213920 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -6213950.000000 Penalty: 5355.636719
	Iteration 17Q: 3 clusters Score -6213950 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -6213964.000000 Penalty: 5355.636719
	Iteration 18Q: 3 clusters Score -6213964 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -6214021.000000 Penalty: 5355.636719
	Iteration 19Q: 3 clusters Score -6214021 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -6214031.500000 Penalty: 5355.636719
	Iteration 20F: 3 clusters Score -6214032 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -6214061.500000 Penalty: 5355.636719
	Iteration 21Q: 3 clusters Score -6214062 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -6214070.500000 Penalty: 5355.636719
	Iteration 22Q: 3 clusters Score -6214070 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -6214100.500000 Penalty: 5355.636719
	Iteration 23Q: 3 clusters Score -6214100 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -6214109.500000 Penalty: 5355.636719
	Iteration 24Q: 3 clusters Score -6214110 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -6214130.000000 Penalty: 5355.636719
	Iteration 25Q: 3 clusters Score -6214130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -6214139.500000 Penalty: 5355.636719
	Iteration 26Q: 3 clusters Score -6214140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -6214153.000000 Penalty: 5355.636719
	Iteration 27Q: 3 clusters Score -6214153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -6214149.500000 Penalty: 5355.636719
	Iteration 28Q: 3 clusters Score -6214150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -6214159.000000 Penalty: 5355.636719
	Iteration 29Q: 3 clusters Score -6214159 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -6214164.500000 Penalty: 5355.636719
	Iteration 30Q: 3 clusters Score -6214164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -6214170.500000 Penalty: 5355.636719
	Iteration 31Q: 3 clusters Score -6214170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -6214175.000000 Penalty: 5355.636719
	Iteration 32Q: 3 clusters Score -6214175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -6214188.500000 Penalty: 5355.636719
	Iteration 33Q: 3 clusters Score -6214188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -6214191.500000 Penalty: 5355.636719
	Iteration 34Q: 3 clusters Score -6214192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -6214192.500000 Penalty: 5355.636719
	Iteration 35Q: 3 clusters Score -6214192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -6214198.500000 Penalty: 5355.636719
	Iteration 36Q: 3 clusters Score -6214198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -6214209.000000 Penalty: 5355.636719
	Iteration 37Q: 3 clusters Score -6214209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -6214202.500000 Penalty: 5355.636719
	Iteration 38Q: 3 clusters Score -6214202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -6214209.500000 Penalty: 5355.636719
	Iteration 39Q: 3 clusters Score -6214210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -6214218.000000 Penalty: 5355.636719
	Iteration 40F: 3 clusters Score -6214218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -6214213.500000 Penalty: 5355.636719
	Iteration 41Q: 3 clusters Score -6214214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -6214216.500000 Penalty: 5355.636719
	Iteration 42Q: 3 clusters Score -6214216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -6214216.500000 Penalty: 5355.636719
	Iteration 43Q: 3 clusters Score -6214216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -6214223.000000 Penalty: 5355.636719
	Iteration 44Q: 3 clusters Score -6214223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -6214216.000000 Penalty: 5355.636719
	Iteration 45Q: 3 clusters Score -6214216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -6214216.000000 Penalty: 5355.636719
	Iteration 46F: 3 clusters Score -6214216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -290953.437500 Penalty: 1931.270752
	Iteration 0F: 2 clusters Score -290953.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -288060.406250 Penalty: 3862.541504
	Iteration 0F: 3 clusters Score -288060.4 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -288602.968750 Penalty: 3862.541504
	Iteration 1F: 3 clusters Score -288603 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -288762.187500 Penalty: 3862.541504
	Iteration 2F: 3 clusters Score -288762.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -288837.781250 Penalty: 3862.541504
	Iteration 3Q: 3 clusters Score -288837.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -288884.906250 Penalty: 3862.541504
	Iteration 4Q: 3 clusters Score -288884.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -288930.156250 Penalty: 3862.541504
	Iteration 5Q: 3 clusters Score -288930.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -288971.531250 Penalty: 3862.541504
	Iteration 6Q: 3 clusters Score -288971.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -289008.906250 Penalty: 3862.541504
	Iteration 7Q: 3 clusters Score -289008.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -289056.281250 Penalty: 3862.541504
	Iteration 8Q: 3 clusters Score -289056.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -289106.718750 Penalty: 3862.541504
	Iteration 9Q: 3 clusters Score -289106.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -289164.625000 Penalty: 3862.541504
	Iteration 10Q: 3 clusters Score -289164.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -289243.312500 Penalty: 3862.541504
	Iteration 11Q: 3 clusters Score -289243.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -289336.000000 Penalty: 3862.541504
	Iteration 12Q: 3 clusters Score -289336 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -289472.125000 Penalty: 3862.541504
	Iteration 13Q: 3 clusters Score -289472.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -289664.156250 Penalty: 3862.541504
	Iteration 14Q: 3 clusters Score -289664.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -290017.187500 Penalty: 3862.541504
	Iteration 15F: 3 clusters Score -290017.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -290585.562500 Penalty: 3862.541504
	Iteration 16F: 3 clusters Score -290585.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -291049.125000 Penalty: 3862.541504
	Iteration 17F: 3 clusters Score -291049.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -291145.562500 Penalty: 3862.541504
	Iteration 18Q: 3 clusters Score -291145.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -291172.156250 Penalty: 3862.541504
	Iteration 19Q: 3 clusters Score -291172.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -291178.968750 Penalty: 3862.541504
	Iteration 20F: 3 clusters Score -291179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -291181.468750 Penalty: 3862.541504
	Iteration 21Q: 3 clusters Score -291181.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -291182.500000 Penalty: 3862.541504
	Iteration 22Q: 3 clusters Score -291182.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -291182.500000 Penalty: 3862.541504
	Iteration 23F: 3 clusters Score -291182.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2882 members 
Mstep: Class 4 contains 12267 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 169442 members 
Mstep: Class 9 contains 118719 members 
Mstep: Class 10 contains 119020 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170940 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48906 members 
Mstep: Class 16 contains 1227 members 
Mstep: Class 17 contains 6804 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206805 members 
Mstep: Class 20 contains 64448 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 1183 members 
Entering Unmasked Estep 
Score: -119288328.000000 Penalty: 75182.937500
Splitting cluster 16 changes total score from -119289912.000000 to -119288328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (6804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Entering Unmasked Estep 
Score: -818498.750000 Penalty: 2188.666016
	Iteration 0F: 2 clusters Score -818498.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -812912.250000 Penalty: 4377.332031
	Iteration 0F: 3 clusters Score -812912.2 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -814689.187500 Penalty: 4377.332031
	Iteration 1F: 3 clusters Score -814689.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -815276.187500 Penalty: 4377.332031
	Iteration 2F: 3 clusters Score -815276.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -815732.687500 Penalty: 4377.332031
	Iteration 3F: 3 clusters Score -815732.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -816117.500000 Penalty: 4377.332031
	Iteration 4F: 3 clusters Score -816117.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -816447.750000 Penalty: 4377.332031
	Iteration 5F: 3 clusters Score -816447.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -816704.562500 Penalty: 4377.332031
	Iteration 6Q: 3 clusters Score -816704.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -816873.687500 Penalty: 4377.332031
	Iteration 7Q: 3 clusters Score -816873.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -816988.687500 Penalty: 4377.332031
	Iteration 8Q: 3 clusters Score -816988.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -817058.375000 Penalty: 4377.332031
	Iteration 9Q: 3 clusters Score -817058.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -817105.812500 Penalty: 4377.332031
	Iteration 10Q: 3 clusters Score -817105.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -817148.875000 Penalty: 4377.332031
	Iteration 11Q: 3 clusters Score -817148.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -817179.875000 Penalty: 4377.332031
	Iteration 12Q: 3 clusters Score -817179.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -817197.875000 Penalty: 4377.332031
	Iteration 13Q: 3 clusters Score -817197.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -817213.562500 Penalty: 4377.332031
	Iteration 14Q: 3 clusters Score -817213.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -817225.500000 Penalty: 4377.332031
	Iteration 15Q: 3 clusters Score -817225.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -817239.187500 Penalty: 4377.332031
	Iteration 16Q: 3 clusters Score -817239.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -817252.562500 Penalty: 4377.332031
	Iteration 17Q: 3 clusters Score -817252.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -817264.250000 Penalty: 4377.332031
	Iteration 18Q: 3 clusters Score -817264.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -817271.187500 Penalty: 4377.332031
	Iteration 19Q: 3 clusters Score -817271.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -817278.125000 Penalty: 4377.332031
	Iteration 20F: 3 clusters Score -817278.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -817277.750000 Penalty: 4377.332031
	Iteration 21Q: 3 clusters Score -817277.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -817280.875000 Penalty: 4377.332031
	Iteration 22Q: 3 clusters Score -817280.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -817282.437500 Penalty: 4377.332031
	Iteration 23Q: 3 clusters Score -817282.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -817284.437500 Penalty: 4377.332031
	Iteration 24Q: 3 clusters Score -817284.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -817284.437500 Penalty: 4377.332031
	Iteration 25F: 3 clusters Score -817284.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -29145.853516 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -29145.85 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 163 members 
Entering Unmasked Estep 
Score: -27909.554688 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -27909.55 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28176.410156 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -28176.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28286.130859 Penalty: 2861.087158
	Iteration 2F: 3 clusters Score -28286.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28378.152344 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -28378.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28430.369141 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -28430.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28509.187500 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -28509.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28599.675781 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -28599.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28653.103516 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -28653.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28725.683594 Penalty: 2861.087158
	Iteration 8Q: 3 clusters Score -28725.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28828.539062 Penalty: 2861.087158
	Iteration 9Q: 3 clusters Score -28828.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28893.521484 Penalty: 2861.087158
	Iteration 10Q: 3 clusters Score -28893.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28907.652344 Penalty: 2861.087158
	Iteration 11Q: 3 clusters Score -28907.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28916.339844 Penalty: 2861.087158
	Iteration 12Q: 3 clusters Score -28916.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28927.703125 Penalty: 2861.087158
	Iteration 13Q: 3 clusters Score -28927.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28954.460938 Penalty: 2861.087158
	Iteration 14Q: 3 clusters Score -28954.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28982.386719 Penalty: 2861.087158
	Iteration 15Q: 3 clusters Score -28982.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -29018.427734 Penalty: 2861.087158
	Iteration 16Q: 3 clusters Score -29018.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29034.873047 Penalty: 2861.087158
	Iteration 17Q: 3 clusters Score -29034.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29049.746094 Penalty: 2861.087158
	Iteration 18Q: 3 clusters Score -29049.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29088.671875 Penalty: 2861.087158
	Iteration 19Q: 3 clusters Score -29088.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29129.130859 Penalty: 2861.087158
	Iteration 20F: 3 clusters Score -29129.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -29212.445312 Penalty: 2861.087158
	Iteration 21Q: 3 clusters Score -29212.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29225.896484 Penalty: 2861.087158
	Iteration 22Q: 3 clusters Score -29225.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29225.896484 Penalty: 2861.087158
	Iteration 23F: 3 clusters Score -29225.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2882 members 
Mstep: Class 4 contains 12267 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 169442 members 
Mstep: Class 9 contains 118719 members 
Mstep: Class 10 contains 119020 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170940 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48906 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6804 members 
Mstep: Class 18 contains 110 members 
Mstep: Class 19 contains 206805 members 
Mstep: Class 20 contains 64448 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 210 members 
Entering Unmasked Estep 
Score: -119287880.000000 Penalty: 75182.937500
Splitting cluster 18 changes total score from -119289912.000000 to -119287880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (206805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206805 members 
Entering Unmasked Estep 
Score: -25972058.000000 Penalty: 3035.403809
	Iteration 0F: 2 clusters Score -2.597206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103154 members 
Mstep: Class 2 contains 103651 members 
Entering Unmasked Estep 
Score: -25839078.000000 Penalty: 6070.807617
	Iteration 0F: 3 clusters Score -2.583908e+07 nChanged 99405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100421 members 
Mstep: Class 2 contains 106384 members 
Entering Unmasked Estep 
Score: -25897696.000000 Penalty: 6070.807617
	Iteration 1F: 3 clusters Score -2.58977e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98484 members 
Mstep: Class 2 contains 108321 members 
Entering Unmasked Estep 
Score: -25898690.000000 Penalty: 6070.807617
	Iteration 2Q: 3 clusters Score -2.589869e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95596 members 
Mstep: Class 2 contains 111209 members 
Entering Unmasked Estep 
Score: -25900194.000000 Penalty: 6070.807617
	Iteration 3Q: 3 clusters Score -2.590019e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91262 members 
Mstep: Class 2 contains 115543 members 
Entering Unmasked Estep 
Score: -25902424.000000 Penalty: 6070.807617
	Iteration 4Q: 3 clusters Score -2.590242e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85206 members 
Mstep: Class 2 contains 121599 members 
Entering Unmasked Estep 
Score: -25906516.000000 Penalty: 6070.807617
	Iteration 5Q: 3 clusters Score -2.590652e+07 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76933 members 
Mstep: Class 2 contains 129872 members 
Entering Unmasked Estep 
Score: -25913008.000000 Penalty: 6070.807617
	Iteration 6Q: 3 clusters Score -2.591301e+07 nChanged 11712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66737 members 
Mstep: Class 2 contains 140068 members 
Entering Unmasked Estep 
Score: -25922340.000000 Penalty: 6070.807617
	Iteration 7F: 3 clusters Score -2.592234e+07 nChanged 12747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 151195 members 
Entering Unmasked Estep 
Score: -25933024.000000 Penalty: 6070.807617
	Iteration 8F: 3 clusters Score -2.593302e+07 nChanged 11932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 161291 members 
Entering Unmasked Estep 
Score: -25942844.000000 Penalty: 6070.807617
	Iteration 9F: 3 clusters Score -2.594284e+07 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 169678 members 
Entering Unmasked Estep 
Score: -25950026.000000 Penalty: 6070.807617
	Iteration 10Q: 3 clusters Score -2.595003e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 176329 members 
Entering Unmasked Estep 
Score: -25954500.000000 Penalty: 6070.807617
	Iteration 11Q: 3 clusters Score -2.59545e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 181817 members 
Entering Unmasked Estep 
Score: -25957884.000000 Penalty: 6070.807617
	Iteration 12Q: 3 clusters Score -2.595788e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 186607 members 
Entering Unmasked Estep 
Score: -25960342.000000 Penalty: 6070.807617
	Iteration 13Q: 3 clusters Score -2.596034e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 190808 members 
Entering Unmasked Estep 
Score: -25962302.000000 Penalty: 6070.807617
	Iteration 14Q: 3 clusters Score -2.59623e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 194454 members 
Entering Unmasked Estep 
Score: -25963850.000000 Penalty: 6070.807617
	Iteration 15Q: 3 clusters Score -2.596385e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 197425 members 
Entering Unmasked Estep 
Score: -25965186.000000 Penalty: 6070.807617
	Iteration 16Q: 3 clusters Score -2.596519e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 199775 members 
Entering Unmasked Estep 
Score: -25966434.000000 Penalty: 6070.807617
	Iteration 17Q: 3 clusters Score -2.596643e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 201554 members 
Entering Unmasked Estep 
Score: -25967214.000000 Penalty: 6070.807617
	Iteration 18Q: 3 clusters Score -2.596721e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 202803 members 
Entering Unmasked Estep 
Score: -25967814.000000 Penalty: 6070.807617
	Iteration 19Q: 3 clusters Score -2.596781e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 203701 members 
Entering Unmasked Estep 
Score: -25968236.000000 Penalty: 6070.807617
	Iteration 20F: 3 clusters Score -2.596824e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 204328 members 
Entering Unmasked Estep 
Score: -25968586.000000 Penalty: 6070.807617
	Iteration 21Q: 3 clusters Score -2.596859e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 204761 members 
Entering Unmasked Estep 
Score: -25968766.000000 Penalty: 6070.807617
	Iteration 22Q: 3 clusters Score -2.596877e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 205089 members 
Entering Unmasked Estep 
Score: -25968944.000000 Penalty: 6070.807617
	Iteration 23Q: 3 clusters Score -2.596894e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 205324 members 
Entering Unmasked Estep 
Score: -25968990.000000 Penalty: 6070.807617
	Iteration 24Q: 3 clusters Score -2.596899e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 205489 members 
Entering Unmasked Estep 
Score: -25969120.000000 Penalty: 6070.807617
	Iteration 25Q: 3 clusters Score -2.596912e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 205610 members 
Entering Unmasked Estep 
Score: -25969206.000000 Penalty: 6070.807617
	Iteration 26Q: 3 clusters Score -2.596921e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 205678 members 
Entering Unmasked Estep 
Score: -25969294.000000 Penalty: 6070.807617
	Iteration 27Q: 3 clusters Score -2.596929e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 205732 members 
Entering Unmasked Estep 
Score: -25969342.000000 Penalty: 6070.807617
	Iteration 28Q: 3 clusters Score -2.596934e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 205766 members 
Entering Unmasked Estep 
Score: -25969336.000000 Penalty: 6070.807617
	Iteration 29Q: 3 clusters Score -2.596934e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 205800 members 
Entering Unmasked Estep 
Score: -25969344.000000 Penalty: 6070.807617
	Iteration 30Q: 3 clusters Score -2.596934e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 205821 members 
Entering Unmasked Estep 
Score: -25969374.000000 Penalty: 6070.807617
	Iteration 31Q: 3 clusters Score -2.596937e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 205846 members 
Entering Unmasked Estep 
Score: -25969412.000000 Penalty: 6070.807617
	Iteration 32Q: 3 clusters Score -2.596941e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 205868 members 
Entering Unmasked Estep 
Score: -25969438.000000 Penalty: 6070.807617
	Iteration 33Q: 3 clusters Score -2.596944e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 205888 members 
Entering Unmasked Estep 
Score: -25969414.000000 Penalty: 6070.807617
	Iteration 34Q: 3 clusters Score -2.596941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 205903 members 
Entering Unmasked Estep 
Score: -25969412.000000 Penalty: 6070.807617
	Iteration 35Q: 3 clusters Score -2.596941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 205913 members 
Entering Unmasked Estep 
Score: -25969428.000000 Penalty: 6070.807617
	Iteration 36Q: 3 clusters Score -2.596943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 205919 members 
Entering Unmasked Estep 
Score: -25969442.000000 Penalty: 6070.807617
	Iteration 37Q: 3 clusters Score -2.596944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 205922 members 
Entering Unmasked Estep 
Score: -25969436.000000 Penalty: 6070.807617
	Iteration 38Q: 3 clusters Score -2.596944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 205923 members 
Entering Unmasked Estep 
Score: -25969436.000000 Penalty: 6070.807617
	Iteration 39Q: 3 clusters Score -2.596944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 205928 members 
Entering Unmasked Estep 
Score: -25969446.000000 Penalty: 6070.807617
	Iteration 40F: 3 clusters Score -2.596945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 205935 members 
Entering Unmasked Estep 
Score: -25969450.000000 Penalty: 6070.807617
	Iteration 41Q: 3 clusters Score -2.596945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 205941 members 
Entering Unmasked Estep 
Score: -25969474.000000 Penalty: 6070.807617
	Iteration 42Q: 3 clusters Score -2.596947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 205947 members 
Entering Unmasked Estep 
Score: -25969486.000000 Penalty: 6070.807617
	Iteration 43Q: 3 clusters Score -2.596949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 205949 members 
Entering Unmasked Estep 
Score: -25969488.000000 Penalty: 6070.807617
	Iteration 44Q: 3 clusters Score -2.596949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 205949 members 
Entering Unmasked Estep 
Score: -25969480.000000 Penalty: 6070.807617
	Iteration 45Q: 3 clusters Score -2.596948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 205952 members 
Entering Unmasked Estep 
Score: -25969482.000000 Penalty: 6070.807617
	Iteration 46Q: 3 clusters Score -2.596948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 205954 members 
Entering Unmasked Estep 
Score: -25969484.000000 Penalty: 6070.807617
	Iteration 47Q: 3 clusters Score -2.596948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 205958 members 
Entering Unmasked Estep 
Score: -25969468.000000 Penalty: 6070.807617
	Iteration 48Q: 3 clusters Score -2.596947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 205960 members 
Entering Unmasked Estep 
Score: -25969478.000000 Penalty: 6070.807617
	Iteration 49Q: 3 clusters Score -2.596948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 205962 members 
Entering Unmasked Estep 
Score: -25969466.000000 Penalty: 6070.807617
	Iteration 50Q: 3 clusters Score -2.596947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 205963 members 
Entering Unmasked Estep 
Score: -25969476.000000 Penalty: 6070.807617
	Iteration 51Q: 3 clusters Score -2.596948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 205964 members 
Entering Unmasked Estep 
Score: -25969480.000000 Penalty: 6070.807617
	Iteration 52Q: 3 clusters Score -2.596948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 205964 members 
Entering Unmasked Estep 
Score: -25969480.000000 Penalty: 6070.807617
	Iteration 53F: 3 clusters Score -2.596948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (64448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Entering Unmasked Estep 
Score: -7912539.000000 Penalty: 2746.256348
	Iteration 0F: 2 clusters Score -7912539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -7869486.500000 Penalty: 5492.512695
	Iteration 0F: 3 clusters Score -7869486 nChanged 29972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -7885892.500000 Penalty: 5492.512695
	Iteration 1F: 3 clusters Score -7885892 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -7886324.000000 Penalty: 5492.512695
	Iteration 2Q: 3 clusters Score -7886324 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -7886698.500000 Penalty: 5492.512695
	Iteration 3Q: 3 clusters Score -7886698 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -7886994.500000 Penalty: 5492.512695
	Iteration 4Q: 3 clusters Score -7886994 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -7887325.500000 Penalty: 5492.512695
	Iteration 5Q: 3 clusters Score -7887326 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -7887652.500000 Penalty: 5492.512695
	Iteration 6Q: 3 clusters Score -7887652 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -7888023.500000 Penalty: 5492.512695
	Iteration 7Q: 3 clusters Score -7888024 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -7888429.500000 Penalty: 5492.512695
	Iteration 8Q: 3 clusters Score -7888430 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -7889021.000000 Penalty: 5492.512695
	Iteration 9Q: 3 clusters Score -7889021 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -7889770.000000 Penalty: 5492.512695
	Iteration 10Q: 3 clusters Score -7889770 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -7890987.000000 Penalty: 5492.512695
	Iteration 11Q: 3 clusters Score -7890987 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -7892868.000000 Penalty: 5492.512695
	Iteration 12Q: 3 clusters Score -7892868 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -7895485.500000 Penalty: 5492.512695
	Iteration 13F: 3 clusters Score -7895486 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -7898475.500000 Penalty: 5492.512695
	Iteration 14F: 3 clusters Score -7898476 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -7901195.000000 Penalty: 5492.512695
	Iteration 15F: 3 clusters Score -7901195 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -7903572.000000 Penalty: 5492.512695
	Iteration 16Q: 3 clusters Score -7903572 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -7905343.000000 Penalty: 5492.512695
	Iteration 17Q: 3 clusters Score -7905343 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -7906665.000000 Penalty: 5492.512695
	Iteration 18Q: 3 clusters Score -7906665 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -7907624.500000 Penalty: 5492.512695
	Iteration 19Q: 3 clusters Score -7907624 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 56949 members 
Entering Unmasked Estep 
Score: -7908283.000000 Penalty: 5492.512695
	Iteration 20F: 3 clusters Score -7908283 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -7908803.000000 Penalty: 5492.512695
	Iteration 21Q: 3 clusters Score -7908803 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -7909139.500000 Penalty: 5492.512695
	Iteration 22Q: 3 clusters Score -7909140 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
Score: -7909374.500000 Penalty: 5492.512695
	Iteration 23Q: 3 clusters Score -7909374 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -7909531.500000 Penalty: 5492.512695
	Iteration 24Q: 3 clusters Score -7909532 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -7909702.500000 Penalty: 5492.512695
	Iteration 25Q: 3 clusters Score -7909702 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 59901 members 
Entering Unmasked Estep 
Score: -7909787.500000 Penalty: 5492.512695
	Iteration 26Q: 3 clusters Score -7909788 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -7909876.000000 Penalty: 5492.512695
	Iteration 27Q: 3 clusters Score -7909876 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -7909947.500000 Penalty: 5492.512695
	Iteration 28Q: 3 clusters Score -7909948 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
Score: -7910017.500000 Penalty: 5492.512695
	Iteration 29Q: 3 clusters Score -7910018 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -7910091.000000 Penalty: 5492.512695
	Iteration 30Q: 3 clusters Score -7910091 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 60877 members 
Entering Unmasked Estep 
Score: -7910176.000000 Penalty: 5492.512695
	Iteration 31Q: 3 clusters Score -7910176 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 61008 members 
Entering Unmasked Estep 
Score: -7910176.500000 Penalty: 5492.512695
	Iteration 32Q: 3 clusters Score -7910176 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 61141 members 
Entering Unmasked Estep 
Score: -7910227.000000 Penalty: 5492.512695
	Iteration 33Q: 3 clusters Score -7910227 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -7910254.000000 Penalty: 5492.512695
	Iteration 34Q: 3 clusters Score -7910254 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 61356 members 
Entering Unmasked Estep 
Score: -7910281.000000 Penalty: 5492.512695
	Iteration 35Q: 3 clusters Score -7910281 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 61446 members 
Entering Unmasked Estep 
Score: -7910313.500000 Penalty: 5492.512695
	Iteration 36Q: 3 clusters Score -7910314 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -7910341.000000 Penalty: 5492.512695
	Iteration 37Q: 3 clusters Score -7910341 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 61597 members 
Entering Unmasked Estep 
Score: -7910366.000000 Penalty: 5492.512695
	Iteration 38Q: 3 clusters Score -7910366 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 61660 members 
Entering Unmasked Estep 
Score: -7910384.500000 Penalty: 5492.512695
	Iteration 39Q: 3 clusters Score -7910384 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 61717 members 
Entering Unmasked Estep 
Score: -7910390.500000 Penalty: 5492.512695
	Iteration 40F: 3 clusters Score -7910390 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -7910399.500000 Penalty: 5492.512695
	Iteration 41Q: 3 clusters Score -7910400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 61804 members 
Entering Unmasked Estep 
Score: -7910417.000000 Penalty: 5492.512695
	Iteration 42Q: 3 clusters Score -7910417 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 61834 members 
Entering Unmasked Estep 
Score: -7910429.000000 Penalty: 5492.512695
	Iteration 43Q: 3 clusters Score -7910429 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 61856 members 
Entering Unmasked Estep 
Score: -7910427.000000 Penalty: 5492.512695
	Iteration 44Q: 3 clusters Score -7910427 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -7910436.500000 Penalty: 5492.512695
	Iteration 45Q: 3 clusters Score -7910436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -7910452.500000 Penalty: 5492.512695
	Iteration 46Q: 3 clusters Score -7910452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 61936 members 
Entering Unmasked Estep 
Score: -7910456.000000 Penalty: 5492.512695
	Iteration 47Q: 3 clusters Score -7910456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 61946 members 
Entering Unmasked Estep 
Score: -7910458.000000 Penalty: 5492.512695
	Iteration 48Q: 3 clusters Score -7910458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 61962 members 
Entering Unmasked Estep 
Score: -7910456.000000 Penalty: 5492.512695
	Iteration 49Q: 3 clusters Score -7910456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 61975 members 
Entering Unmasked Estep 
Score: -7910457.500000 Penalty: 5492.512695
	Iteration 50Q: 3 clusters Score -7910458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 61988 members 
Entering Unmasked Estep 
Score: -7910472.000000 Penalty: 5492.512695
	Iteration 51Q: 3 clusters Score -7910472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 62005 members 
Entering Unmasked Estep 
Score: -7910466.500000 Penalty: 5492.512695
	Iteration 52Q: 3 clusters Score -7910466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 62018 members 
Entering Unmasked Estep 
Score: -7910463.500000 Penalty: 5492.512695
	Iteration 53Q: 3 clusters Score -7910464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -7910463.000000 Penalty: 5492.512695
	Iteration 54Q: 3 clusters Score -7910463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 62052 members 
Entering Unmasked Estep 
Score: -7910473.000000 Penalty: 5492.512695
	Iteration 55Q: 3 clusters Score -7910473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -7910491.000000 Penalty: 5492.512695
	Iteration 56Q: 3 clusters Score -7910491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 62086 members 
Entering Unmasked Estep 
Score: -7910492.000000 Penalty: 5492.512695
	Iteration 57Q: 3 clusters Score -7910492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 62089 members 
Entering Unmasked Estep 
Score: -7910495.500000 Penalty: 5492.512695
	Iteration 58Q: 3 clusters Score -7910496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 62096 members 
Entering Unmasked Estep 
Score: -7910486.000000 Penalty: 5492.512695
	Iteration 59Q: 3 clusters Score -7910486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -7910489.500000 Penalty: 5492.512695
	Iteration 60F: 3 clusters Score -7910490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 62118 members 
Entering Unmasked Estep 
Score: -7910503.000000 Penalty: 5492.512695
	Iteration 61Q: 3 clusters Score -7910503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -7910508.000000 Penalty: 5492.512695
	Iteration 62Q: 3 clusters Score -7910508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -7910500.000000 Penalty: 5492.512695
	Iteration 63Q: 3 clusters Score -7910500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
Score: -7910511.500000 Penalty: 5492.512695
	Iteration 64Q: 3 clusters Score -7910512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -7910507.500000 Penalty: 5492.512695
	Iteration 65Q: 3 clusters Score -7910508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 62140 members 
Entering Unmasked Estep 
Score: -7910505.000000 Penalty: 5492.512695
	Iteration 66Q: 3 clusters Score -7910505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
Score: -7910512.500000 Penalty: 5492.512695
	Iteration 67Q: 3 clusters Score -7910512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 62146 members 
Entering Unmasked Estep 
Score: -7910515.500000 Penalty: 5492.512695
	Iteration 68Q: 3 clusters Score -7910516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -7910514.500000 Penalty: 5492.512695
	Iteration 69Q: 3 clusters Score -7910514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 62151 members 
Entering Unmasked Estep 
Score: -7910516.000000 Penalty: 5492.512695
	Iteration 70Q: 3 clusters Score -7910516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 62154 members 
Entering Unmasked Estep 
Score: -7910514.500000 Penalty: 5492.512695
	Iteration 71Q: 3 clusters Score -7910514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 62155 members 
Entering Unmasked Estep 
Score: -7910517.500000 Penalty: 5492.512695
	Iteration 72Q: 3 clusters Score -7910518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 62155 members 
Entering Unmasked Estep 
Score: -7910517.500000 Penalty: 5492.512695
	Iteration 73F: 3 clusters Score -7910518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -49771.261719 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -49771.26 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 217 members 
Entering Unmasked Estep 
Score: -48306.542969 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -48306.54 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48486.824219 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -48486.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -48568.253906 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -48568.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48608.160156 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -48608.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48624.984375 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -48624.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48629.230469 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -48629.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48634.140625 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -48634.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48639.812500 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -48639.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48644.410156 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -48644.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48645.800781 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -48645.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48645.800781 Penalty: 3021.289795
	Iteration 10F: 3 clusters Score -48645.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2882 members 
Mstep: Class 4 contains 12267 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 169442 members 
Mstep: Class 9 contains 118719 members 
Mstep: Class 10 contains 119020 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170940 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48906 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6804 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206805 members 
Mstep: Class 20 contains 64448 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289832.000000 Penalty: 71765.531250
Iteration 479Q: 22 clusters Score -1.192898e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2908 members 
Mstep: Class 4 contains 12266 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169437 members 
Mstep: Class 9 contains 118714 members 
Mstep: Class 10 contains 119021 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170944 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48906 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6803 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206782 members 
Mstep: Class 20 contains 64452 members 
Mstep: Class 21 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289664.000000 Penalty: 71765.531250
Iteration 480F: 22 clusters Score -1.192897e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2931 members 
Mstep: Class 4 contains 12268 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169419 members 
Mstep: Class 9 contains 118714 members 
Mstep: Class 10 contains 119026 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170951 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48908 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6803 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206774 members 
Mstep: Class 20 contains 64448 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119289736.000000 Penalty: 71765.531250
Iteration 481Q: 22 clusters Score -1.192897e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2959 members 
Mstep: Class 4 contains 12268 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169405 members 
Mstep: Class 9 contains 118722 members 
Mstep: Class 10 contains 119026 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170947 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48904 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6803 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206763 members 
Mstep: Class 20 contains 64449 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290072.000000 Penalty: 71765.531250
Iteration 482Q: 22 clusters Score -1.192901e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 2992 members 
Mstep: Class 4 contains 12267 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169402 members 
Mstep: Class 9 contains 118726 members 
Mstep: Class 10 contains 119012 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170927 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48904 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6803 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206776 members 
Mstep: Class 20 contains 64440 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290000.000000 Penalty: 71765.531250
Iteration 483Q: 22 clusters Score -1.1929e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3023 members 
Mstep: Class 4 contains 12268 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169401 members 
Mstep: Class 9 contains 118727 members 
Mstep: Class 10 contains 118993 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170936 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48898 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6803 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206771 members 
Mstep: Class 20 contains 64435 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290216.000000 Penalty: 71765.531250
Iteration 484Q: 22 clusters Score -1.192902e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3068 members 
Mstep: Class 4 contains 12268 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169402 members 
Mstep: Class 9 contains 118726 members 
Mstep: Class 10 contains 118979 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170942 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48891 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6803 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206751 members 
Mstep: Class 20 contains 64435 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290152.000000 Penalty: 71765.531250
Iteration 485Q: 22 clusters Score -1.192902e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3111 members 
Mstep: Class 4 contains 12268 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169402 members 
Mstep: Class 9 contains 118725 members 
Mstep: Class 10 contains 118976 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170926 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48885 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6802 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206731 members 
Mstep: Class 20 contains 64445 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290152.000000 Penalty: 71765.531250
Iteration 486Q: 22 clusters Score -1.192902e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3132 members 
Mstep: Class 4 contains 12272 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169411 members 
Mstep: Class 9 contains 118712 members 
Mstep: Class 10 contains 118966 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170943 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48877 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6801 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206702 members 
Mstep: Class 20 contains 64458 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290144.000000 Penalty: 71765.531250
Iteration 487Q: 22 clusters Score -1.192901e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3164 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169414 members 
Mstep: Class 9 contains 118704 members 
Mstep: Class 10 contains 118959 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170952 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48873 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6800 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206677 members 
Mstep: Class 20 contains 64461 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290088.000000 Penalty: 71765.531250
Iteration 488Q: 22 clusters Score -1.192901e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3194 members 
Mstep: Class 4 contains 12274 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169415 members 
Mstep: Class 9 contains 118697 members 
Mstep: Class 10 contains 118966 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170939 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48872 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6800 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206661 members 
Mstep: Class 20 contains 64464 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290096.000000 Penalty: 71765.531250
Iteration 489Q: 22 clusters Score -1.192901e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3234 members 
Mstep: Class 4 contains 12276 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169432 members 
Mstep: Class 9 contains 118684 members 
Mstep: Class 10 contains 118966 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170945 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48868 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6800 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206614 members 
Mstep: Class 20 contains 64472 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290120.000000 Penalty: 71765.531250
Iteration 490Q: 22 clusters Score -1.192901e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3262 members 
Mstep: Class 4 contains 12278 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169446 members 
Mstep: Class 9 contains 118675 members 
Mstep: Class 10 contains 118970 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170939 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48865 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6800 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206585 members 
Mstep: Class 20 contains 64480 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290184.000000 Penalty: 71765.531250
Iteration 491Q: 22 clusters Score -1.192902e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3284 members 
Mstep: Class 4 contains 12279 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169461 members 
Mstep: Class 9 contains 118676 members 
Mstep: Class 10 contains 118964 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170947 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48862 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6799 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206542 members 
Mstep: Class 20 contains 64491 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290184.000000 Penalty: 71765.531250
Iteration 492Q: 22 clusters Score -1.192902e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 12280 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169463 members 
Mstep: Class 9 contains 118676 members 
Mstep: Class 10 contains 118952 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170946 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48862 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6799 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206526 members 
Mstep: Class 20 contains 64500 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290200.000000 Penalty: 71765.531250
Iteration 493Q: 22 clusters Score -1.192902e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3338 members 
Mstep: Class 4 contains 12279 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169482 members 
Mstep: Class 9 contains 118674 members 
Mstep: Class 10 contains 118949 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170921 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48860 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6799 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206499 members 
Mstep: Class 20 contains 64512 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290192.000000 Penalty: 71765.531250
Iteration 494Q: 22 clusters Score -1.192902e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3367 members 
Mstep: Class 4 contains 12277 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169496 members 
Mstep: Class 9 contains 118674 members 
Mstep: Class 10 contains 118951 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170902 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48858 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6799 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206469 members 
Mstep: Class 20 contains 64518 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290216.000000 Penalty: 71765.531250
Iteration 495Q: 22 clusters Score -1.192902e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 12278 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169519 members 
Mstep: Class 9 contains 118666 members 
Mstep: Class 10 contains 118953 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170879 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48857 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6799 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206438 members 
Mstep: Class 20 contains 64523 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290344.000000 Penalty: 71765.531250
Iteration 496Q: 22 clusters Score -1.192903e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 12279 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169538 members 
Mstep: Class 9 contains 118665 members 
Mstep: Class 10 contains 118953 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170848 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48857 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6799 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206422 members 
Mstep: Class 20 contains 64524 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290376.000000 Penalty: 71765.531250
Iteration 497Q: 22 clusters Score -1.192904e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3431 members 
Mstep: Class 4 contains 12279 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 169582 members 
Mstep: Class 9 contains 118664 members 
Mstep: Class 10 contains 118961 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170817 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48853 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6799 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206392 members 
Mstep: Class 20 contains 64525 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290336.000000 Penalty: 71765.531250
Iteration 498Q: 22 clusters Score -1.192903e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 4 contains 12279 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 169613 members 
Mstep: Class 9 contains 118671 members 
Mstep: Class 10 contains 118969 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170777 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48849 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6799 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206371 members 
Mstep: Class 20 contains 64523 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290352.000000 Penalty: 71765.531250
Iteration 499Q: 22 clusters Score -1.192904e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 3478 members 
Mstep: Class 4 contains 12278 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 676 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 169643 members 
Mstep: Class 9 contains 118674 members 
Mstep: Class 10 contains 118964 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 170762 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 15 contains 48847 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 6799 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 206337 members 
Mstep: Class 20 contains 64523 members 
Mstep: Class 21 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119290400.000000 Penalty: 71765.531250
Iteration 500F: 22 clusters Score -1.192904e+08 nChanged 227
Maximum iterations exceeded
--- Evaluating fit on full set of 2894945 points ---
Entering Unmasked Estep 
Score: -361999232.000000 Penalty: 77487.109375
23->22 Clusters: Score -361999232.000000, best is -362066016.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 964981 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 42235 members 
Mstep: Class 3 contains 41900 members 
Mstep: Class 4 contains 42098 members 
Mstep: Class 5 contains 42293 members 
Mstep: Class 6 contains 41823 members 
Mstep: Class 7 contains 41830 members 
Mstep: Class 8 contains 42027 members 
Mstep: Class 9 contains 41621 members 
Mstep: Class 10 contains 41966 members 
Mstep: Class 11 contains 42061 members 
Mstep: Class 12 contains 42131 members 
Mstep: Class 13 contains 41825 members 
Mstep: Class 14 contains 42211 members 
Mstep: Class 15 contains 41769 members 
Mstep: Class 16 contains 41883 members 
Mstep: Class 17 contains 42210 members 
Mstep: Class 18 contains 41891 members 
Mstep: Class 19 contains 42097 members 
Mstep: Class 20 contains 41676 members 
Mstep: Class 21 contains 41843 members 
Mstep: Class 22 contains 41821 members 
Mstep: Class 23 contains 41925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 47.430382 but Gain 3417.406250
Score: -113257408.000000 Penalty: 75182.937500
Iteration 0F: 23 clusters Score -1.132574e+08 nChanged 921097
Entering Unmasked Mstep 
Mstep: Class 0 contains 2866 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 196312 members 
Mstep: Class 3 contains 10058 members 
Mstep: Class 4 contains 8316 members 
Mstep: Class 5 contains 11836 members 
Mstep: Class 6 contains 111458 members 
Mstep: Class 7 contains 11829 members 
Mstep: Class 8 contains 226700 members 
Mstep: Class 9 contains 10854 members 
Mstep: Class 10 contains 6427 members 
Mstep: Class 11 contains 10246 members 
Mstep: Class 13 contains 106442 members 
Mstep: Class 14 contains 21087 members 
Mstep: Class 15 contains 36456 members 
Mstep: Class 16 contains 25666 members 
Mstep: Class 17 contains 37695 members 
Mstep: Class 18 contains 4501 members 
Mstep: Class 19 contains 10441 members 
Mstep: Class 20 contains 17554 members 
Mstep: Class 21 contains 24161 members 
Mstep: Class 22 contains 13271 members 
Mstep: Class 23 contains 14052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1793.845581 but Gain 3417.406250
Score: -117788960.000000 Penalty: 71765.531250
Iteration 1F: 22 clusters Score -1.17789e+08 nChanged 328095
Entering Unmasked Mstep 
Mstep: Class 0 contains 2920 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 236116 members 
Mstep: Class 3 contains 6716 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 9718 members 
Mstep: Class 6 contains 91383 members 
Mstep: Class 7 contains 2672 members 
Mstep: Class 8 contains 332153 members 
Mstep: Class 9 contains 4776 members 
Mstep: Class 10 contains 5432 members 
Mstep: Class 11 contains 3142 members 
Mstep: Class 13 contains 101329 members 
Mstep: Class 14 contains 15162 members 
Mstep: Class 15 contains 29719 members 
Mstep: Class 16 contains 19685 members 
Mstep: Class 17 contains 19745 members 
Mstep: Class 19 contains 4820 members 
Mstep: Class 20 contains 9905 members 
Mstep: Class 21 contains 16591 members 
Mstep: Class 22 contains 7717 members 
Mstep: Class 23 contains 7199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 633.996033 but Gain 3417.406250
Score: -118268928.000000 Penalty: 68348.125000
Iteration 2F: 21 clusters Score -1.182689e+08 nChanged 218193
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 271131 members 
Mstep: Class 3 contains 4965 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 10054 members 
Mstep: Class 6 contains 82954 members 
Mstep: Class 8 contains 361530 members 
Mstep: Class 9 contains 2040 members 
Mstep: Class 10 contains 6322 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 13 contains 91812 members 
Mstep: Class 14 contains 13942 members 
Mstep: Class 15 contains 28391 members 
Mstep: Class 16 contains 12187 members 
Mstep: Class 17 contains 20218 members 
Mstep: Class 19 contains 2233 members 
Mstep: Class 20 contains 6585 members 
Mstep: Class 21 contains 11209 members 
Mstep: Class 22 contains 3545 members 
Mstep: Class 23 contains 3861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 674.669922 but Gain 3417.410156
Score: -118431032.000000 Penalty: 64930.714844
Iteration 3F: 20 clusters Score -1.18431e+08 nChanged 179739
Entering Unmasked Mstep 
Mstep: Class 0 contains 2651 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 325601 members 
Mstep: Class 3 contains 3941 members 
Mstep: Class 5 contains 9795 members 
Mstep: Class 6 contains 89803 members 
Mstep: Class 8 contains 319749 members 
Mstep: Class 9 contains 1061 members 
Mstep: Class 10 contains 6630 members 
Mstep: Class 11 contains 279 members 
Mstep: Class 13 contains 87110 members 
Mstep: Class 14 contains 15450 members 
Mstep: Class 15 contains 29854 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 24711 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 20 contains 5591 members 
Mstep: Class 21 contains 6724 members 
Mstep: Class 22 contains 1789 members 
Mstep: Class 23 contains 2895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 762.263184 but Gain 3417.406250
Score: -118599704.000000 Penalty: 61513.308594
Iteration 4F: 19 clusters Score -1.185997e+08 nChanged 126429
Entering Unmasked Mstep 
Mstep: Class 0 contains 2357 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 344771 members 
Mstep: Class 3 contains 3604 members 
Mstep: Class 5 contains 9679 members 
Mstep: Class 6 contains 102552 members 
Mstep: Class 8 contains 304316 members 
Mstep: Class 10 contains 6405 members 
Mstep: Class 11 contains 386 members 
Mstep: Class 13 contains 79813 members 
Mstep: Class 14 contains 18068 members 
Mstep: Class 15 contains 29728 members 
Mstep: Class 16 contains 4938 members 
Mstep: Class 17 contains 28305 members 
Mstep: Class 19 contains 1597 members 
Mstep: Class 20 contains 4783 members 
Mstep: Class 21 contains 3225 members 
Mstep: Class 22 contains 1386 members 
Mstep: Class 23 contains 2996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1403.054077 but Gain 3417.406250
Score: -118694048.000000 Penalty: 58095.902344
Iteration 5F: 18 clusters Score -1.18694e+08 nChanged 124993
Entering Unmasked Mstep 
Mstep: Class 0 contains 1978 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 336752 members 
Mstep: Class 3 contains 3450 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 118507 members 
Mstep: Class 8 contains 305747 members 
Mstep: Class 10 contains 6175 members 
Mstep: Class 11 contains 624 members 
Mstep: Class 13 contains 73832 members 
Mstep: Class 14 contains 21249 members 
Mstep: Class 15 contains 29790 members 
Mstep: Class 16 contains 3686 members 
Mstep: Class 17 contains 31663 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 4238 members 
Mstep: Class 22 contains 1327 members 
Mstep: Class 23 contains 3920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118776144.000000 Penalty: 58095.902344
Iteration 6F: 18 clusters Score -1.187761e+08 nChanged 83560
Entering Unmasked Mstep 
Mstep: Class 0 contains 1606 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 330199 members 
Mstep: Class 3 contains 3350 members 
Mstep: Class 5 contains 10260 members 
Mstep: Class 6 contains 131462 members 
Mstep: Class 8 contains 299879 members 
Mstep: Class 10 contains 5986 members 
Mstep: Class 11 contains 788 members 
Mstep: Class 13 contains 70122 members 
Mstep: Class 14 contains 24457 members 
Mstep: Class 15 contains 30919 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 34871 members 
Mstep: Class 19 contains 1721 members 
Mstep: Class 20 contains 3774 members 
Mstep: Class 22 contains 1423 members 
Mstep: Class 23 contains 5391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2511.903564 but Gain 3417.406250
Score: -118848176.000000 Penalty: 54678.496094
Iteration 7F: 17 clusters Score -1.188482e+08 nChanged 75092
Entering Unmasked Mstep 
Mstep: Class 0 contains 1381 members 
Mstep: Class 2 contains 328588 members 
Mstep: Class 3 contains 3276 members 
Mstep: Class 5 contains 10697 members 
Mstep: Class 6 contains 143835 members 
Mstep: Class 8 contains 286739 members 
Mstep: Class 10 contains 5863 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 13 contains 68880 members 
Mstep: Class 14 contains 27462 members 
Mstep: Class 15 contains 32868 members 
Mstep: Class 16 contains 2764 members 
Mstep: Class 17 contains 37848 members 
Mstep: Class 19 contains 1794 members 
Mstep: Class 20 contains 3406 members 
Mstep: Class 22 contains 1447 members 
Mstep: Class 23 contains 7246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118917568.000000 Penalty: 54678.496094
Iteration 8F: 17 clusters Score -1.189176e+08 nChanged 66616
Entering Unmasked Mstep 
Mstep: Class 0 contains 903 members 
Mstep: Class 2 contains 325071 members 
Mstep: Class 3 contains 3203 members 
Mstep: Class 5 contains 11273 members 
Mstep: Class 6 contains 152595 members 
Mstep: Class 8 contains 271472 members 
Mstep: Class 10 contains 5730 members 
Mstep: Class 11 contains 1238 members 
Mstep: Class 13 contains 69241 members 
Mstep: Class 14 contains 30244 members 
Mstep: Class 15 contains 35219 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 40319 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 3097 members 
Mstep: Class 22 contains 1507 members 
Mstep: Class 23 contains 9384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -118978104.000000 Penalty: 54678.496094
Iteration 9F: 17 clusters Score -1.189781e+08 nChanged 58336
Entering Unmasked Mstep 
Mstep: Class 0 contains 559 members 
Mstep: Class 2 contains 319736 members 
Mstep: Class 3 contains 3137 members 
Mstep: Class 5 contains 11964 members 
Mstep: Class 6 contains 161231 members 
Mstep: Class 8 contains 256676 members 
Mstep: Class 10 contains 5684 members 
Mstep: Class 11 contains 1377 members 
Mstep: Class 13 contains 71179 members 
Mstep: Class 14 contains 32698 members 
Mstep: Class 15 contains 37726 members 
Mstep: Class 16 contains 2545 members 
Mstep: Class 17 contains 42417 members 
Mstep: Class 19 contains 1994 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 11629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119040448.000000 Penalty: 54678.496094
Iteration 10F: 17 clusters Score -1.190404e+08 nChanged 50930
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 313584 members 
Mstep: Class 3 contains 3089 members 
Mstep: Class 5 contains 12783 members 
Mstep: Class 6 contains 169470 members 
Mstep: Class 8 contains 241724 members 
Mstep: Class 10 contains 5661 members 
Mstep: Class 11 contains 1436 members 
Mstep: Class 13 contains 74918 members 
Mstep: Class 14 contains 34842 members 
Mstep: Class 15 contains 40130 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 44133 members 
Mstep: Class 19 contains 2108 members 
Mstep: Class 20 contains 2670 members 
Mstep: Class 22 contains 1891 members 
Mstep: Class 23 contains 13827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119084288.000000 Penalty: 54678.496094
Iteration 11F: 17 clusters Score -1.190843e+08 nChanged 44385
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 306513 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 5 contains 13786 members 
Mstep: Class 6 contains 177277 members 
Mstep: Class 8 contains 227855 members 
Mstep: Class 10 contains 5586 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 13 contains 80016 members 
Mstep: Class 14 contains 36679 members 
Mstep: Class 15 contains 42358 members 
Mstep: Class 16 contains 2693 members 
Mstep: Class 17 contains 45144 members 
Mstep: Class 19 contains 2241 members 
Mstep: Class 20 contains 2650 members 
Mstep: Class 22 contains 1847 members 
Mstep: Class 23 contains 15793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119106856.000000 Penalty: 54678.496094
Iteration 12Q: 17 clusters Score -1.191069e+08 nChanged 39947
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 299157 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 5 contains 14899 members 
Mstep: Class 6 contains 184835 members 
Mstep: Class 8 contains 215029 members 
Mstep: Class 10 contains 5509 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 13 contains 86134 members 
Mstep: Class 14 contains 38370 members 
Mstep: Class 15 contains 44222 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 45241 members 
Mstep: Class 19 contains 2343 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 22 contains 1783 members 
Mstep: Class 23 contains 17568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119119808.000000 Penalty: 54678.496094
Iteration 13Q: 17 clusters Score -1.191198e+08 nChanged 37578
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 2 contains 290314 members 
Mstep: Class 3 contains 2996 members 
Mstep: Class 5 contains 16000 members 
Mstep: Class 6 contains 192929 members 
Mstep: Class 8 contains 204009 members 
Mstep: Class 10 contains 5444 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 13 contains 92766 members 
Mstep: Class 14 contains 39915 members 
Mstep: Class 15 contains 45821 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 44604 members 
Mstep: Class 19 contains 2377 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 22 contains 1771 members 
Mstep: Class 23 contains 19108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119130936.000000 Penalty: 54678.496094
Iteration 14Q: 17 clusters Score -1.191309e+08 nChanged 35935
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 279580 members 
Mstep: Class 3 contains 2976 members 
Mstep: Class 5 contains 17346 members 
Mstep: Class 6 contains 201336 members 
Mstep: Class 8 contains 195494 members 
Mstep: Class 10 contains 5301 members 
Mstep: Class 11 contains 1450 members 
Mstep: Class 13 contains 99383 members 
Mstep: Class 14 contains 41329 members 
Mstep: Class 15 contains 47269 members 
Mstep: Class 16 contains 2846 members 
Mstep: Class 17 contains 43276 members 
Mstep: Class 19 contains 2412 members 
Mstep: Class 20 contains 2672 members 
Mstep: Class 22 contains 1761 members 
Mstep: Class 23 contains 20500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119145656.000000 Penalty: 54678.496094
Iteration 15Q: 17 clusters Score -1.191457e+08 nChanged 34512
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 268059 members 
Mstep: Class 3 contains 2961 members 
Mstep: Class 5 contains 18862 members 
Mstep: Class 6 contains 209881 members 
Mstep: Class 8 contains 189319 members 
Mstep: Class 10 contains 5115 members 
Mstep: Class 11 contains 1451 members 
Mstep: Class 13 contains 105529 members 
Mstep: Class 14 contains 42455 members 
Mstep: Class 15 contains 48472 members 
Mstep: Class 16 contains 2907 members 
Mstep: Class 17 contains 41298 members 
Mstep: Class 19 contains 2425 members 
Mstep: Class 20 contains 2680 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 21768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119156000.000000 Penalty: 54678.496094
Iteration 16Q: 17 clusters Score -1.19156e+08 nChanged 33268
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 254319 members 
Mstep: Class 3 contains 2953 members 
Mstep: Class 5 contains 20583 members 
Mstep: Class 6 contains 219067 members 
Mstep: Class 8 contains 186039 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 11 contains 1450 members 
Mstep: Class 13 contains 111213 members 
Mstep: Class 14 contains 43281 members 
Mstep: Class 15 contains 49487 members 
Mstep: Class 16 contains 2941 members 
Mstep: Class 17 contains 38831 members 
Mstep: Class 19 contains 2442 members 
Mstep: Class 20 contains 2678 members 
Mstep: Class 22 contains 1745 members 
Mstep: Class 23 contains 23040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119168784.000000 Penalty: 54678.496094
Iteration 17Q: 17 clusters Score -1.191688e+08 nChanged 32096
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 240566 members 
Mstep: Class 3 contains 2947 members 
Mstep: Class 5 contains 22608 members 
Mstep: Class 6 contains 228340 members 
Mstep: Class 8 contains 183817 members 
Mstep: Class 10 contains 4539 members 
Mstep: Class 11 contains 1450 members 
Mstep: Class 13 contains 116496 members 
Mstep: Class 14 contains 43787 members 
Mstep: Class 15 contains 50257 members 
Mstep: Class 16 contains 3004 members 
Mstep: Class 17 contains 35970 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 2655 members 
Mstep: Class 22 contains 1740 members 
Mstep: Class 23 contains 24310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119178880.000000 Penalty: 54678.496094
Iteration 18Q: 17 clusters Score -1.191789e+08 nChanged 32314
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 226084 members 
Mstep: Class 3 contains 2946 members 
Mstep: Class 5 contains 24793 members 
Mstep: Class 6 contains 238530 members 
Mstep: Class 8 contains 182457 members 
Mstep: Class 10 contains 4170 members 
Mstep: Class 11 contains 1450 members 
Mstep: Class 13 contains 121445 members 
Mstep: Class 14 contains 44055 members 
Mstep: Class 15 contains 50881 members 
Mstep: Class 16 contains 3079 members 
Mstep: Class 17 contains 32742 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 2619 members 
Mstep: Class 22 contains 1735 members 
Mstep: Class 23 contains 25502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119188784.000000 Penalty: 54678.496094
Iteration 19Q: 17 clusters Score -1.191888e+08 nChanged 31932
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 212127 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 5 contains 27124 members 
Mstep: Class 6 contains 249048 members 
Mstep: Class 8 contains 181148 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 1451 members 
Mstep: Class 13 contains 125948 members 
Mstep: Class 14 contains 44137 members 
Mstep: Class 15 contains 51300 members 
Mstep: Class 16 contains 3136 members 
Mstep: Class 17 contains 29378 members 
Mstep: Class 19 contains 2448 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 22 contains 1734 members 
Mstep: Class 23 contains 26628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119200232.000000 Penalty: 54678.496094
Iteration 20F: 17 clusters Score -1.192002e+08 nChanged 31285
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 199228 members 
Mstep: Class 3 contains 2941 members 
Mstep: Class 5 contains 29483 members 
Mstep: Class 6 contains 259915 members 
Mstep: Class 8 contains 179171 members 
Mstep: Class 10 contains 3540 members 
Mstep: Class 11 contains 1451 members 
Mstep: Class 13 contains 129972 members 
Mstep: Class 14 contains 44004 members 
Mstep: Class 15 contains 51380 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 26322 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 22 contains 1677 members 
Mstep: Class 23 contains 27656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119213040.000000 Penalty: 54678.496094
Iteration 21Q: 17 clusters Score -1.19213e+08 nChanged 29659
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 188822 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 5 contains 31795 members 
Mstep: Class 6 contains 270503 members 
Mstep: Class 8 contains 176591 members 
Mstep: Class 10 contains 3370 members 
Mstep: Class 11 contains 1452 members 
Mstep: Class 13 contains 133155 members 
Mstep: Class 14 contains 43647 members 
Mstep: Class 15 contains 51218 members 
Mstep: Class 16 contains 3197 members 
Mstep: Class 17 contains 23147 members 
Mstep: Class 19 contains 2498 members 
Mstep: Class 20 contains 2476 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 28494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119223440.000000 Penalty: 54678.496094
Iteration 22Q: 17 clusters Score -1.192234e+08 nChanged 27411
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 180661 members 
Mstep: Class 3 contains 2945 members 
Mstep: Class 5 contains 33947 members 
Mstep: Class 6 contains 280854 members 
Mstep: Class 8 contains 173309 members 
Mstep: Class 10 contains 3307 members 
Mstep: Class 11 contains 1452 members 
Mstep: Class 13 contains 135231 members 
Mstep: Class 14 contains 43151 members 
Mstep: Class 15 contains 50888 members 
Mstep: Class 16 contains 3188 members 
Mstep: Class 17 contains 20366 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 2402 members 
Mstep: Class 22 contains 1625 members 
Mstep: Class 23 contains 29131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119233288.000000 Penalty: 54678.496094
Iteration 23Q: 17 clusters Score -1.192333e+08 nChanged 25782
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 174402 members 
Mstep: Class 3 contains 2948 members 
Mstep: Class 5 contains 36044 members 
Mstep: Class 6 contains 290953 members 
Mstep: Class 8 contains 169797 members 
Mstep: Class 10 contains 3310 members 
Mstep: Class 11 contains 1452 members 
Mstep: Class 13 contains 135802 members 
Mstep: Class 14 contains 42576 members 
Mstep: Class 15 contains 50417 members 
Mstep: Class 16 contains 3178 members 
Mstep: Class 17 contains 18066 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 2326 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 29572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119241432.000000 Penalty: 54678.496094
Iteration 24Q: 17 clusters Score -1.192414e+08 nChanged 24822
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 169337 members 
Mstep: Class 3 contains 2954 members 
Mstep: Class 5 contains 37989 members 
Mstep: Class 6 contains 300978 members 
Mstep: Class 8 contains 166655 members 
Mstep: Class 10 contains 3372 members 
Mstep: Class 11 contains 1452 members 
Mstep: Class 13 contains 134671 members 
Mstep: Class 14 contains 41973 members 
Mstep: Class 15 contains 49788 members 
Mstep: Class 16 contains 3166 members 
Mstep: Class 17 contains 16525 members 
Mstep: Class 19 contains 2486 members 
Mstep: Class 20 contains 2228 members 
Mstep: Class 22 contains 1609 members 
Mstep: Class 23 contains 29768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119247272.000000 Penalty: 54678.496094
Iteration 25Q: 17 clusters Score -1.192473e+08 nChanged 24744
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 165351 members 
Mstep: Class 3 contains 2956 members 
Mstep: Class 5 contains 39826 members 
Mstep: Class 6 contains 310811 members 
Mstep: Class 8 contains 163825 members 
Mstep: Class 10 contains 3436 members 
Mstep: Class 11 contains 1452 members 
Mstep: Class 13 contains 132076 members 
Mstep: Class 14 contains 41384 members 
Mstep: Class 15 contains 49058 members 
Mstep: Class 16 contains 3176 members 
Mstep: Class 17 contains 15507 members 
Mstep: Class 19 contains 2491 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 22 contains 1604 members 
Mstep: Class 23 contains 29848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3318.532471 but Gain 3417.406250
Score: -119247792.000000 Penalty: 51261.089844
Iteration 26Q: 16 clusters Score -1.192478e+08 nChanged 27618
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 162531 members 
Mstep: Class 3 contains 2956 members 
Mstep: Class 5 contains 41676 members 
Mstep: Class 6 contains 319632 members 
Mstep: Class 8 contains 161551 members 
Mstep: Class 10 contains 3498 members 
Mstep: Class 11 contains 1452 members 
Mstep: Class 13 contains 130194 members 
Mstep: Class 14 contains 40934 members 
Mstep: Class 15 contains 48429 members 
Mstep: Class 16 contains 3167 members 
Mstep: Class 17 contains 14880 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 22 contains 1602 members 
Mstep: Class 23 contains 29955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119243936.000000 Penalty: 51261.089844
Iteration 27Q: 16 clusters Score -1.192439e+08 nChanged 26252
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 160687 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 5 contains 43595 members 
Mstep: Class 6 contains 325686 members 
Mstep: Class 8 contains 159711 members 
Mstep: Class 10 contains 3583 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 13 contains 127049 members 
Mstep: Class 14 contains 40575 members 
Mstep: Class 15 contains 47866 members 
Mstep: Class 16 contains 3153 members 
Mstep: Class 17 contains 14468 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 22 contains 1600 members 
Mstep: Class 23 contains 30074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119235912.000000 Penalty: 51261.089844
Iteration 28Q: 16 clusters Score -1.192359e+08 nChanged 24515
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 160103 members 
Mstep: Class 3 contains 2960 members 
Mstep: Class 5 contains 45468 members 
Mstep: Class 6 contains 328617 members 
Mstep: Class 8 contains 158813 members 
Mstep: Class 10 contains 3680 members 
Mstep: Class 11 contains 1452 members 
Mstep: Class 13 contains 124366 members 
Mstep: Class 14 contains 40357 members 
Mstep: Class 15 contains 47467 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 14195 members 
Mstep: Class 19 contains 2492 members 
Mstep: Class 22 contains 1599 members 
Mstep: Class 23 contains 30238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119229608.000000 Penalty: 51261.089844
Iteration 29Q: 16 clusters Score -1.192296e+08 nChanged 21330
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 160604 members 
Mstep: Class 3 contains 2961 members 
Mstep: Class 5 contains 47149 members 
Mstep: Class 6 contains 328790 members 
Mstep: Class 8 contains 158737 members 
Mstep: Class 10 contains 3777 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 13 contains 122199 members 
Mstep: Class 14 contains 40229 members 
Mstep: Class 15 contains 47378 members 
Mstep: Class 16 contains 3135 members 
Mstep: Class 17 contains 13973 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 22 contains 1598 members 
Mstep: Class 23 contains 30481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119227696.000000 Penalty: 51261.089844
Iteration 30Q: 16 clusters Score -1.192277e+08 nChanged 17772
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 161660 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 5 contains 48454 members 
Mstep: Class 6 contains 327714 members 
Mstep: Class 8 contains 159047 members 
Mstep: Class 10 contains 3879 members 
Mstep: Class 11 contains 1452 members 
Mstep: Class 13 contains 120366 members 
Mstep: Class 14 contains 40172 members 
Mstep: Class 15 contains 47381 members 
Mstep: Class 16 contains 3140 members 
Mstep: Class 17 contains 13820 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 22 contains 1600 members 
Mstep: Class 23 contains 30818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119228272.000000 Penalty: 51261.089844
Iteration 31Q: 16 clusters Score -1.192283e+08 nChanged 15311
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 163002 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 5 contains 49448 members 
Mstep: Class 6 contains 326117 members 
Mstep: Class 8 contains 159467 members 
Mstep: Class 10 contains 3985 members 
Mstep: Class 11 contains 1452 members 
Mstep: Class 13 contains 118834 members 
Mstep: Class 14 contains 40170 members 
Mstep: Class 15 contains 47408 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 17 contains 13729 members 
Mstep: Class 19 contains 2486 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 31143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119230488.000000 Penalty: 51261.089844
Iteration 32Q: 16 clusters Score -1.192305e+08 nChanged 13600
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 164481 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 5 contains 50240 members 
Mstep: Class 6 contains 324417 members 
Mstep: Class 8 contains 159958 members 
Mstep: Class 10 contains 4091 members 
Mstep: Class 11 contains 1452 members 
Mstep: Class 13 contains 117409 members 
Mstep: Class 14 contains 40176 members 
Mstep: Class 15 contains 47406 members 
Mstep: Class 16 contains 3155 members 
Mstep: Class 17 contains 13678 members 
Mstep: Class 19 contains 2486 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 31438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119233648.000000 Penalty: 51261.089844
Iteration 33Q: 16 clusters Score -1.192336e+08 nChanged 12503
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 165707 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 5 contains 50870 members 
Mstep: Class 6 contains 323112 members 
Mstep: Class 8 contains 160265 members 
Mstep: Class 10 contains 4190 members 
Mstep: Class 11 contains 1452 members 
Mstep: Class 13 contains 116238 members 
Mstep: Class 14 contains 40185 members 
Mstep: Class 15 contains 47374 members 
Mstep: Class 16 contains 3188 members 
Mstep: Class 17 contains 13632 members 
Mstep: Class 19 contains 2483 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 31691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119236536.000000 Penalty: 51261.089844
Iteration 34Q: 16 clusters Score -1.192365e+08 nChanged 11872
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 166809 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 5 contains 51450 members 
Mstep: Class 6 contains 321818 members 
Mstep: Class 8 contains 160554 members 
Mstep: Class 10 contains 4282 members 
Mstep: Class 11 contains 1452 members 
Mstep: Class 13 contains 115316 members 
Mstep: Class 14 contains 40203 members 
Mstep: Class 15 contains 47353 members 
Mstep: Class 16 contains 3220 members 
Mstep: Class 17 contains 13575 members 
Mstep: Class 19 contains 2482 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 31872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119239656.000000 Penalty: 51261.089844
Iteration 35Q: 16 clusters Score -1.192397e+08 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 167843 members 
Mstep: Class 3 contains 2965 members 
Mstep: Class 5 contains 51989 members 
Mstep: Class 6 contains 320595 members 
Mstep: Class 8 contains 160673 members 
Mstep: Class 10 contains 4363 members 
Mstep: Class 11 contains 1452 members 
Mstep: Class 13 contains 114782 members 
Mstep: Class 14 contains 40182 members 
Mstep: Class 15 contains 47304 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 13527 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 32010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119242464.000000 Penalty: 51261.089844
Iteration 36Q: 16 clusters Score -1.192425e+08 nChanged 10833
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 168742 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 5 contains 52451 members 
Mstep: Class 6 contains 319541 members 
Mstep: Class 8 contains 160634 members 
Mstep: Class 10 contains 4445 members 
Mstep: Class 11 contains 1452 members 
Mstep: Class 13 contains 114444 members 
Mstep: Class 14 contains 40164 members 
Mstep: Class 15 contains 47253 members 
Mstep: Class 16 contains 3139 members 
Mstep: Class 17 contains 13488 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 32153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119245144.000000 Penalty: 51261.089844
Iteration 37Q: 16 clusters Score -1.192451e+08 nChanged 10386
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 169471 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 5 contains 52861 members 
Mstep: Class 6 contains 318636 members 
Mstep: Class 8 contains 160532 members 
Mstep: Class 10 contains 4513 members 
Mstep: Class 11 contains 1452 members 
Mstep: Class 13 contains 114239 members 
Mstep: Class 14 contains 40160 members 
Mstep: Class 15 contains 47203 members 
Mstep: Class 16 contains 3119 members 
Mstep: Class 17 contains 13461 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 32259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119247048.000000 Penalty: 51261.089844
Iteration 38Q: 16 clusters Score -1.19247e+08 nChanged 10113
Entering ConstructFrom: 
Score: -119247048.000000 Penalty: 51261.089844
Entering ConstructFrom: 
Trying to split cluster 2 (170126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170126 members 
Entering Unmasked Estep 
Score: -21446690.000000 Penalty: 2986.985107
	Iteration 0F: 2 clusters Score -2.144669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85329 members 
Mstep: Class 2 contains 84797 members 
Entering Unmasked Estep 
Score: -21333330.000000 Penalty: 5973.970215
	Iteration 0F: 3 clusters Score -2.133333e+07 nChanged 81548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89033 members 
Mstep: Class 2 contains 81093 members 
Entering Unmasked Estep 
Score: -21380178.000000 Penalty: 5973.970215
	Iteration 1F: 3 clusters Score -2.138018e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91423 members 
Mstep: Class 2 contains 78703 members 
Entering Unmasked Estep 
Score: -21381346.000000 Penalty: 5973.970215
	Iteration 2Q: 3 clusters Score -2.138135e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95150 members 
Mstep: Class 2 contains 74976 members 
Entering Unmasked Estep 
Score: -21383056.000000 Penalty: 5973.970215
	Iteration 3Q: 3 clusters Score -2.138306e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100833 members 
Mstep: Class 2 contains 69293 members 
Entering Unmasked Estep 
Score: -21385800.000000 Penalty: 5973.970215
	Iteration 4Q: 3 clusters Score -2.13858e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109084 members 
Mstep: Class 2 contains 61042 members 
Entering Unmasked Estep 
Score: -21390652.000000 Penalty: 5973.970215
	Iteration 5F: 3 clusters Score -2.139065e+07 nChanged 11532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120360 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -21398662.000000 Penalty: 5973.970215
	Iteration 6F: 3 clusters Score -2.139866e+07 nChanged 14026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134302 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -21410762.000000 Penalty: 5973.970215
	Iteration 7F: 3 clusters Score -2.141076e+07 nChanged 14041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148317 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -21424112.000000 Penalty: 5973.970215
	Iteration 8F: 3 clusters Score -2.142411e+07 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159151 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -21434590.000000 Penalty: 5973.970215
	Iteration 9F: 3 clusters Score -2.143459e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165314 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -21440302.000000 Penalty: 5973.970215
	Iteration 10Q: 3 clusters Score -2.14403e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168085 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -21442652.000000 Penalty: 5973.970215
	Iteration 11Q: 3 clusters Score -2.144265e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169118 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -21443454.000000 Penalty: 5973.970215
	Iteration 12Q: 3 clusters Score -2.144345e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169483 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -21443838.000000 Penalty: 5973.970215
	Iteration 13Q: 3 clusters Score -2.144384e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169629 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -21443948.000000 Penalty: 5973.970215
	Iteration 14Q: 3 clusters Score -2.144395e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169675 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -21444022.000000 Penalty: 5973.970215
	Iteration 15Q: 3 clusters Score -2.144402e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169702 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -21444074.000000 Penalty: 5973.970215
	Iteration 16Q: 3 clusters Score -2.144407e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169718 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -21444106.000000 Penalty: 5973.970215
	Iteration 17Q: 3 clusters Score -2.144411e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169733 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -21444090.000000 Penalty: 5973.970215
	Iteration 18Q: 3 clusters Score -2.144409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169742 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -21444098.000000 Penalty: 5973.970215
	Iteration 19Q: 3 clusters Score -2.14441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169751 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -21444120.000000 Penalty: 5973.970215
	Iteration 20F: 3 clusters Score -2.144412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169755 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -21444134.000000 Penalty: 5973.970215
	Iteration 21Q: 3 clusters Score -2.144413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169763 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -21444148.000000 Penalty: 5973.970215
	Iteration 22Q: 3 clusters Score -2.144415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169772 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -21444138.000000 Penalty: 5973.970215
	Iteration 23Q: 3 clusters Score -2.144414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169773 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -21444150.000000 Penalty: 5973.970215
	Iteration 24Q: 3 clusters Score -2.144415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169775 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -21444146.000000 Penalty: 5973.970215
	Iteration 25Q: 3 clusters Score -2.144415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169777 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -21444156.000000 Penalty: 5973.970215
	Iteration 26Q: 3 clusters Score -2.144416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169782 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -21444162.000000 Penalty: 5973.970215
	Iteration 27Q: 3 clusters Score -2.144416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169784 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -21444154.000000 Penalty: 5973.970215
	Iteration 28Q: 3 clusters Score -2.144415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169785 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -21444156.000000 Penalty: 5973.970215
	Iteration 29Q: 3 clusters Score -2.144416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169786 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -21444160.000000 Penalty: 5973.970215
	Iteration 30Q: 3 clusters Score -2.144416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169786 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -21444160.000000 Penalty: 5973.970215
	Iteration 31F: 3 clusters Score -2.144416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Entering Unmasked Estep 
Score: -354531.031250 Penalty: 1982.417725
	Iteration 0F: 2 clusters Score -354531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -351263.375000 Penalty: 3964.835449
	Iteration 0F: 3 clusters Score -351263.4 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -351913.843750 Penalty: 3964.835449
	Iteration 1F: 3 clusters Score -351913.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -352126.562500 Penalty: 3964.835449
	Iteration 2F: 3 clusters Score -352126.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -352449.843750 Penalty: 3964.835449
	Iteration 3F: 3 clusters Score -352449.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -353121.312500 Penalty: 3964.835449
	Iteration 4F: 3 clusters Score -353121.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -353857.593750 Penalty: 3964.835449
	Iteration 5F: 3 clusters Score -353857.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -354354.593750 Penalty: 3964.835449
	Iteration 6F: 3 clusters Score -354354.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -354737.656250 Penalty: 3964.835449
	Iteration 7F: 3 clusters Score -354737.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -355046.187500 Penalty: 3964.835449
	Iteration 8Q: 3 clusters Score -355046.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -355319.718750 Penalty: 3964.835449
	Iteration 9Q: 3 clusters Score -355319.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -355549.093750 Penalty: 3964.835449
	Iteration 10Q: 3 clusters Score -355549.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -355644.093750 Penalty: 3964.835449
	Iteration 11Q: 3 clusters Score -355644.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -355678.375000 Penalty: 3964.835449
	Iteration 12Q: 3 clusters Score -355678.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -355684.625000 Penalty: 3964.835449
	Iteration 13Q: 3 clusters Score -355684.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -355685.656250 Penalty: 3964.835449
	Iteration 14Q: 3 clusters Score -355685.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -355685.656250 Penalty: 3964.835449
	Iteration 15F: 3 clusters Score -355685.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 170126 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 5 contains 53299 members 
Mstep: Class 6 contains 317843 members 
Mstep: Class 8 contains 160417 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 1452 members 
Mstep: Class 13 contains 114067 members 
Mstep: Class 14 contains 40145 members 
Mstep: Class 15 contains 47125 members 
Mstep: Class 16 contains 3090 members 
Mstep: Class 17 contains 13457 members 
Mstep: Class 19 contains 2479 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 32330 members 
Entering Unmasked Estep 
Score: -119248424.000000 Penalty: 54678.496094
Splitting cluster 3 changes total score from -119247048.000000 to -119248424.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (53299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Entering Unmasked Estep 
Score: -6526694.500000 Penalty: 2699.150879
	Iteration 0F: 2 clusters Score -6526694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -6490903.000000 Penalty: 5398.301758
	Iteration 0F: 3 clusters Score -6490903 nChanged 24728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -6504339.000000 Penalty: 5398.301758
	Iteration 1F: 3 clusters Score -6504339 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -6504912.500000 Penalty: 5398.301758
	Iteration 2Q: 3 clusters Score -6504912 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -6505556.500000 Penalty: 5398.301758
	Iteration 3Q: 3 clusters Score -6505556 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -6506533.500000 Penalty: 5398.301758
	Iteration 4Q: 3 clusters Score -6506534 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -6508164.500000 Penalty: 5398.301758
	Iteration 5F: 3 clusters Score -6508164 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -6511134.500000 Penalty: 5398.301758
	Iteration 6F: 3 clusters Score -6511134 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -6515282.500000 Penalty: 5398.301758
	Iteration 7F: 3 clusters Score -6515282 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -6519789.000000 Penalty: 5398.301758
	Iteration 8F: 3 clusters Score -6519789 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -6522801.500000 Penalty: 5398.301758
	Iteration 9F: 3 clusters Score -6522802 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -6523925.500000 Penalty: 5398.301758
	Iteration 10Q: 3 clusters Score -6523926 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 53003 members 
Entering Unmasked Estep 
Score: -6524243.000000 Penalty: 5398.301758
	Iteration 11Q: 3 clusters Score -6524243 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 53079 members 
Entering Unmasked Estep 
Score: -6524389.500000 Penalty: 5398.301758
	Iteration 12Q: 3 clusters Score -6524390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -6524464.500000 Penalty: 5398.301758
	Iteration 13Q: 3 clusters Score -6524464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -6524503.000000 Penalty: 5398.301758
	Iteration 14Q: 3 clusters Score -6524503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -6524523.000000 Penalty: 5398.301758
	Iteration 15Q: 3 clusters Score -6524523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -6524525.500000 Penalty: 5398.301758
	Iteration 16Q: 3 clusters Score -6524526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -6524532.000000 Penalty: 5398.301758
	Iteration 17Q: 3 clusters Score -6524532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -6524540.500000 Penalty: 5398.301758
	Iteration 18Q: 3 clusters Score -6524540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -6524538.500000 Penalty: 5398.301758
	Iteration 19Q: 3 clusters Score -6524538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -6524545.500000 Penalty: 5398.301758
	Iteration 20F: 3 clusters Score -6524546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -6524572.000000 Penalty: 5398.301758
	Iteration 21Q: 3 clusters Score -6524572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -6524585.000000 Penalty: 5398.301758
	Iteration 22Q: 3 clusters Score -6524585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -6524593.000000 Penalty: 5398.301758
	Iteration 23Q: 3 clusters Score -6524593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -6524607.500000 Penalty: 5398.301758
	Iteration 24Q: 3 clusters Score -6524608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -6524604.500000 Penalty: 5398.301758
	Iteration 25Q: 3 clusters Score -6524604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -6524612.500000 Penalty: 5398.301758
	Iteration 26Q: 3 clusters Score -6524612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -6524619.500000 Penalty: 5398.301758
	Iteration 27Q: 3 clusters Score -6524620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -6524619.000000 Penalty: 5398.301758
	Iteration 28Q: 3 clusters Score -6524619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -6524617.500000 Penalty: 5398.301758
	Iteration 29Q: 3 clusters Score -6524618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -6524626.000000 Penalty: 5398.301758
	Iteration 30Q: 3 clusters Score -6524626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -6524620.500000 Penalty: 5398.301758
	Iteration 31Q: 3 clusters Score -6524620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -6524620.500000 Penalty: 5398.301758
	Iteration 32F: 3 clusters Score -6524620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (317843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317843 members 
Entering Unmasked Estep 
Score: -39758220.000000 Penalty: 3141.989502
	Iteration 0F: 2 clusters Score -3.975822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158915 members 
Mstep: Class 2 contains 158928 members 
Entering Unmasked Estep 
Score: -39571916.000000 Penalty: 6283.979004
	Iteration 0F: 3 clusters Score -3.957192e+07 nChanged 153972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159825 members 
Mstep: Class 2 contains 158018 members 
Entering Unmasked Estep 
Score: -39662452.000000 Penalty: 6283.979004
	Iteration 1F: 3 clusters Score -3.966245e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160324 members 
Mstep: Class 2 contains 157519 members 
Entering Unmasked Estep 
Score: -39663464.000000 Penalty: 6283.979004
	Iteration 2Q: 3 clusters Score -3.966346e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161125 members 
Mstep: Class 2 contains 156718 members 
Entering Unmasked Estep 
Score: -39664260.000000 Penalty: 6283.979004
	Iteration 3Q: 3 clusters Score -3.966426e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162301 members 
Mstep: Class 2 contains 155542 members 
Entering Unmasked Estep 
Score: -39665656.000000 Penalty: 6283.979004
	Iteration 4Q: 3 clusters Score -3.966566e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164109 members 
Mstep: Class 2 contains 153734 members 
Entering Unmasked Estep 
Score: -39667208.000000 Penalty: 6283.979004
	Iteration 5Q: 3 clusters Score -3.966721e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166873 members 
Mstep: Class 2 contains 150970 members 
Entering Unmasked Estep 
Score: -39669584.000000 Penalty: 6283.979004
	Iteration 6Q: 3 clusters Score -3.966958e+07 nChanged 11492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170801 members 
Mstep: Class 2 contains 147042 members 
Entering Unmasked Estep 
Score: -39673948.000000 Penalty: 6283.979004
	Iteration 7Q: 3 clusters Score -3.967395e+07 nChanged 14064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176001 members 
Mstep: Class 2 contains 141842 members 
Entering Unmasked Estep 
Score: -39681056.000000 Penalty: 6283.979004
	Iteration 8Q: 3 clusters Score -3.968106e+07 nChanged 17395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182324 members 
Mstep: Class 2 contains 135519 members 
Entering Unmasked Estep 
Score: -39692132.000000 Penalty: 6283.979004
	Iteration 9F: 3 clusters Score -3.969213e+07 nChanged 20330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188510 members 
Mstep: Class 2 contains 129333 members 
Entering Unmasked Estep 
Score: -39707400.000000 Penalty: 6283.979004
	Iteration 10F: 3 clusters Score -3.97074e+07 nChanged 20485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193145 members 
Mstep: Class 2 contains 124698 members 
Entering Unmasked Estep 
Score: -39720596.000000 Penalty: 6283.979004
	Iteration 11F: 3 clusters Score -3.97206e+07 nChanged 15496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196061 members 
Mstep: Class 2 contains 121782 members 
Entering Unmasked Estep 
Score: -39726576.000000 Penalty: 6283.979004
	Iteration 12Q: 3 clusters Score -3.972658e+07 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198226 members 
Mstep: Class 2 contains 119617 members 
Entering Unmasked Estep 
Score: -39728124.000000 Penalty: 6283.979004
	Iteration 13Q: 3 clusters Score -3.972812e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200274 members 
Mstep: Class 2 contains 117569 members 
Entering Unmasked Estep 
Score: -39728588.000000 Penalty: 6283.979004
	Iteration 14Q: 3 clusters Score -3.972859e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202144 members 
Mstep: Class 2 contains 115699 members 
Entering Unmasked Estep 
Score: -39728716.000000 Penalty: 6283.979004
	Iteration 15Q: 3 clusters Score -3.972872e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203856 members 
Mstep: Class 2 contains 113987 members 
Entering Unmasked Estep 
Score: -39728876.000000 Penalty: 6283.979004
	Iteration 16Q: 3 clusters Score -3.972888e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205488 members 
Mstep: Class 2 contains 112355 members 
Entering Unmasked Estep 
Score: -39729092.000000 Penalty: 6283.979004
	Iteration 17Q: 3 clusters Score -3.972909e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207029 members 
Mstep: Class 2 contains 110814 members 
Entering Unmasked Estep 
Score: -39729280.000000 Penalty: 6283.979004
	Iteration 18Q: 3 clusters Score -3.972928e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208482 members 
Mstep: Class 2 contains 109361 members 
Entering Unmasked Estep 
Score: -39729324.000000 Penalty: 6283.979004
	Iteration 19Q: 3 clusters Score -3.972932e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209866 members 
Mstep: Class 2 contains 107977 members 
Entering Unmasked Estep 
Score: -39729524.000000 Penalty: 6283.979004
	Iteration 20F: 3 clusters Score -3.972952e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211155 members 
Mstep: Class 2 contains 106688 members 
Entering Unmasked Estep 
Score: -39729460.000000 Penalty: 6283.979004
	Iteration 21Q: 3 clusters Score -3.972946e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212385 members 
Mstep: Class 2 contains 105458 members 
Entering Unmasked Estep 
Score: -39729492.000000 Penalty: 6283.979004
	Iteration 22Q: 3 clusters Score -3.972949e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213579 members 
Mstep: Class 2 contains 104264 members 
Entering Unmasked Estep 
Score: -39729752.000000 Penalty: 6283.979004
	Iteration 23Q: 3 clusters Score -3.972975e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214629 members 
Mstep: Class 2 contains 103214 members 
Entering Unmasked Estep 
Score: -39729744.000000 Penalty: 6283.979004
	Iteration 24Q: 3 clusters Score -3.972974e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215543 members 
Mstep: Class 2 contains 102300 members 
Entering Unmasked Estep 
Score: -39729908.000000 Penalty: 6283.979004
	Iteration 25Q: 3 clusters Score -3.972991e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216376 members 
Mstep: Class 2 contains 101467 members 
Entering Unmasked Estep 
Score: -39729848.000000 Penalty: 6283.979004
	Iteration 26Q: 3 clusters Score -3.972985e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217223 members 
Mstep: Class 2 contains 100620 members 
Entering Unmasked Estep 
Score: -39729764.000000 Penalty: 6283.979004
	Iteration 27Q: 3 clusters Score -3.972976e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217974 members 
Mstep: Class 2 contains 99869 members 
Entering Unmasked Estep 
Score: -39729712.000000 Penalty: 6283.979004
	Iteration 28Q: 3 clusters Score -3.972971e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218611 members 
Mstep: Class 2 contains 99232 members 
Entering Unmasked Estep 
Score: -39729736.000000 Penalty: 6283.979004
	Iteration 29Q: 3 clusters Score -3.972974e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219127 members 
Mstep: Class 2 contains 98716 members 
Entering Unmasked Estep 
Score: -39729680.000000 Penalty: 6283.979004
	Iteration 30Q: 3 clusters Score -3.972968e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219539 members 
Mstep: Class 2 contains 98304 members 
Entering Unmasked Estep 
Score: -39729904.000000 Penalty: 6283.979004
	Iteration 31Q: 3 clusters Score -3.97299e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219832 members 
Mstep: Class 2 contains 98011 members 
Entering Unmasked Estep 
Score: -39729872.000000 Penalty: 6283.979004
	Iteration 32Q: 3 clusters Score -3.972987e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220107 members 
Mstep: Class 2 contains 97736 members 
Entering Unmasked Estep 
Score: -39729688.000000 Penalty: 6283.979004
	Iteration 33Q: 3 clusters Score -3.972969e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220377 members 
Mstep: Class 2 contains 97466 members 
Entering Unmasked Estep 
Score: -39729692.000000 Penalty: 6283.979004
	Iteration 34Q: 3 clusters Score -3.972969e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220466 members 
Mstep: Class 2 contains 97377 members 
Entering Unmasked Estep 
Score: -39729540.000000 Penalty: 6283.979004
	Iteration 35Q: 3 clusters Score -3.972954e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220468 members 
Mstep: Class 2 contains 97375 members 
Entering Unmasked Estep 
Score: -39729300.000000 Penalty: 6283.979004
	Iteration 36Q: 3 clusters Score -3.97293e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220436 members 
Mstep: Class 2 contains 97407 members 
Entering Unmasked Estep 
Score: -39729212.000000 Penalty: 6283.979004
	Iteration 37Q: 3 clusters Score -3.972921e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220382 members 
Mstep: Class 2 contains 97461 members 
Entering Unmasked Estep 
Score: -39729068.000000 Penalty: 6283.979004
	Iteration 38Q: 3 clusters Score -3.972907e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220245 members 
Mstep: Class 2 contains 97598 members 
Entering Unmasked Estep 
Score: -39729024.000000 Penalty: 6283.979004
	Iteration 39Q: 3 clusters Score -3.972902e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220027 members 
Mstep: Class 2 contains 97816 members 
Entering Unmasked Estep 
Score: -39728992.000000 Penalty: 6283.979004
	Iteration 40F: 3 clusters Score -3.972899e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219740 members 
Mstep: Class 2 contains 98103 members 
Entering Unmasked Estep 
Score: -39729016.000000 Penalty: 6283.979004
	Iteration 41Q: 3 clusters Score -3.972902e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219412 members 
Mstep: Class 2 contains 98431 members 
Entering Unmasked Estep 
Score: -39728816.000000 Penalty: 6283.979004
	Iteration 42Q: 3 clusters Score -3.972882e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219041 members 
Mstep: Class 2 contains 98802 members 
Entering Unmasked Estep 
Score: -39728592.000000 Penalty: 6283.979004
	Iteration 43Q: 3 clusters Score -3.972859e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218604 members 
Mstep: Class 2 contains 99239 members 
Entering Unmasked Estep 
Score: -39728344.000000 Penalty: 6283.979004
	Iteration 44Q: 3 clusters Score -3.972834e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218105 members 
Mstep: Class 2 contains 99738 members 
Entering Unmasked Estep 
Score: -39728268.000000 Penalty: 6283.979004
	Iteration 45Q: 3 clusters Score -3.972827e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217477 members 
Mstep: Class 2 contains 100366 members 
Entering Unmasked Estep 
Score: -39728116.000000 Penalty: 6283.979004
	Iteration 46Q: 3 clusters Score -3.972812e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216887 members 
Mstep: Class 2 contains 100956 members 
Entering Unmasked Estep 
Score: -39728152.000000 Penalty: 6283.979004
	Iteration 47Q: 3 clusters Score -3.972815e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216287 members 
Mstep: Class 2 contains 101556 members 
Entering Unmasked Estep 
Score: -39728012.000000 Penalty: 6283.979004
	Iteration 48Q: 3 clusters Score -3.972801e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215689 members 
Mstep: Class 2 contains 102154 members 
Entering Unmasked Estep 
Score: -39727860.000000 Penalty: 6283.979004
	Iteration 49Q: 3 clusters Score -3.972786e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215068 members 
Mstep: Class 2 contains 102775 members 
Entering Unmasked Estep 
Score: -39727764.000000 Penalty: 6283.979004
	Iteration 50Q: 3 clusters Score -3.972776e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214420 members 
Mstep: Class 2 contains 103423 members 
Entering Unmasked Estep 
Score: -39727664.000000 Penalty: 6283.979004
	Iteration 51Q: 3 clusters Score -3.972766e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213693 members 
Mstep: Class 2 contains 104150 members 
Entering Unmasked Estep 
Score: -39727608.000000 Penalty: 6283.979004
	Iteration 52Q: 3 clusters Score -3.972761e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212958 members 
Mstep: Class 2 contains 104885 members 
Entering Unmasked Estep 
Score: -39727612.000000 Penalty: 6283.979004
	Iteration 53Q: 3 clusters Score -3.972761e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212076 members 
Mstep: Class 2 contains 105767 members 
Entering Unmasked Estep 
Score: -39727564.000000 Penalty: 6283.979004
	Iteration 54Q: 3 clusters Score -3.972756e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211163 members 
Mstep: Class 2 contains 106680 members 
Entering Unmasked Estep 
Score: -39727488.000000 Penalty: 6283.979004
	Iteration 55Q: 3 clusters Score -3.972749e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210231 members 
Mstep: Class 2 contains 107612 members 
Entering Unmasked Estep 
Score: -39727360.000000 Penalty: 6283.979004
	Iteration 56Q: 3 clusters Score -3.972736e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209314 members 
Mstep: Class 2 contains 108529 members 
Entering Unmasked Estep 
Score: -39727400.000000 Penalty: 6283.979004
	Iteration 57Q: 3 clusters Score -3.97274e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208353 members 
Mstep: Class 2 contains 109490 members 
Entering Unmasked Estep 
Score: -39727200.000000 Penalty: 6283.979004
	Iteration 58Q: 3 clusters Score -3.97272e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207382 members 
Mstep: Class 2 contains 110461 members 
Entering Unmasked Estep 
Score: -39726996.000000 Penalty: 6283.979004
	Iteration 59Q: 3 clusters Score -3.9727e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206347 members 
Mstep: Class 2 contains 111496 members 
Entering Unmasked Estep 
Score: -39726888.000000 Penalty: 6283.979004
	Iteration 60F: 3 clusters Score -3.972689e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205253 members 
Mstep: Class 2 contains 112590 members 
Entering Unmasked Estep 
Score: -39726748.000000 Penalty: 6283.979004
	Iteration 61Q: 3 clusters Score -3.972675e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204189 members 
Mstep: Class 2 contains 113654 members 
Entering Unmasked Estep 
Score: -39726652.000000 Penalty: 6283.979004
	Iteration 62Q: 3 clusters Score -3.972665e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203082 members 
Mstep: Class 2 contains 114761 members 
Entering Unmasked Estep 
Score: -39726668.000000 Penalty: 6283.979004
	Iteration 63Q: 3 clusters Score -3.972667e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201915 members 
Mstep: Class 2 contains 115928 members 
Entering Unmasked Estep 
Score: -39726612.000000 Penalty: 6283.979004
	Iteration 64Q: 3 clusters Score -3.972661e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200727 members 
Mstep: Class 2 contains 117116 members 
Entering Unmasked Estep 
Score: -39726500.000000 Penalty: 6283.979004
	Iteration 65Q: 3 clusters Score -3.97265e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199509 members 
Mstep: Class 2 contains 118334 members 
Entering Unmasked Estep 
Score: -39726460.000000 Penalty: 6283.979004
	Iteration 66Q: 3 clusters Score -3.972646e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198241 members 
Mstep: Class 2 contains 119602 members 
Entering Unmasked Estep 
Score: -39726448.000000 Penalty: 6283.979004
	Iteration 67Q: 3 clusters Score -3.972645e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196866 members 
Mstep: Class 2 contains 120977 members 
Entering Unmasked Estep 
Score: -39726320.000000 Penalty: 6283.979004
	Iteration 68Q: 3 clusters Score -3.972632e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195483 members 
Mstep: Class 2 contains 122360 members 
Entering Unmasked Estep 
Score: -39726164.000000 Penalty: 6283.979004
	Iteration 69Q: 3 clusters Score -3.972616e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194052 members 
Mstep: Class 2 contains 123791 members 
Entering Unmasked Estep 
Score: -39726248.000000 Penalty: 6283.979004
	Iteration 70Q: 3 clusters Score -3.972625e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192628 members 
Mstep: Class 2 contains 125215 members 
Entering Unmasked Estep 
Score: -39726352.000000 Penalty: 6283.979004
	Iteration 71Q: 3 clusters Score -3.972635e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191352 members 
Mstep: Class 2 contains 126491 members 
Entering Unmasked Estep 
Score: -39726280.000000 Penalty: 6283.979004
	Iteration 72Q: 3 clusters Score -3.972628e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190117 members 
Mstep: Class 2 contains 127726 members 
Entering Unmasked Estep 
Score: -39726352.000000 Penalty: 6283.979004
	Iteration 73Q: 3 clusters Score -3.972635e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188953 members 
Mstep: Class 2 contains 128890 members 
Entering Unmasked Estep 
Score: -39726316.000000 Penalty: 6283.979004
	Iteration 74Q: 3 clusters Score -3.972632e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187775 members 
Mstep: Class 2 contains 130068 members 
Entering Unmasked Estep 
Score: -39726292.000000 Penalty: 6283.979004
	Iteration 75Q: 3 clusters Score -3.972629e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186496 members 
Mstep: Class 2 contains 131347 members 
Entering Unmasked Estep 
Score: -39726360.000000 Penalty: 6283.979004
	Iteration 76Q: 3 clusters Score -3.972636e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185213 members 
Mstep: Class 2 contains 132630 members 
Entering Unmasked Estep 
Score: -39726528.000000 Penalty: 6283.979004
	Iteration 77Q: 3 clusters Score -3.972653e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184004 members 
Mstep: Class 2 contains 133839 members 
Entering Unmasked Estep 
Score: -39726596.000000 Penalty: 6283.979004
	Iteration 78Q: 3 clusters Score -3.97266e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182918 members 
Mstep: Class 2 contains 134925 members 
Entering Unmasked Estep 
Score: -39726656.000000 Penalty: 6283.979004
	Iteration 79Q: 3 clusters Score -3.972666e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181828 members 
Mstep: Class 2 contains 136015 members 
Entering Unmasked Estep 
Score: -39726688.000000 Penalty: 6283.979004
	Iteration 80F: 3 clusters Score -3.972669e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180759 members 
Mstep: Class 2 contains 137084 members 
Entering Unmasked Estep 
Score: -39726812.000000 Penalty: 6283.979004
	Iteration 81Q: 3 clusters Score -3.972681e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179809 members 
Mstep: Class 2 contains 138034 members 
Entering Unmasked Estep 
Score: -39726812.000000 Penalty: 6283.979004
	Iteration 82Q: 3 clusters Score -3.972681e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178948 members 
Mstep: Class 2 contains 138895 members 
Entering Unmasked Estep 
Score: -39726820.000000 Penalty: 6283.979004
	Iteration 83Q: 3 clusters Score -3.972682e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178067 members 
Mstep: Class 2 contains 139776 members 
Entering Unmasked Estep 
Score: -39726856.000000 Penalty: 6283.979004
	Iteration 84Q: 3 clusters Score -3.972686e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177272 members 
Mstep: Class 2 contains 140571 members 
Entering Unmasked Estep 
Score: -39726876.000000 Penalty: 6283.979004
	Iteration 85Q: 3 clusters Score -3.972688e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176541 members 
Mstep: Class 2 contains 141302 members 
Entering Unmasked Estep 
Score: -39726896.000000 Penalty: 6283.979004
	Iteration 86Q: 3 clusters Score -3.97269e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175812 members 
Mstep: Class 2 contains 142031 members 
Entering Unmasked Estep 
Score: -39726936.000000 Penalty: 6283.979004
	Iteration 87Q: 3 clusters Score -3.972694e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175117 members 
Mstep: Class 2 contains 142726 members 
Entering Unmasked Estep 
Score: -39727040.000000 Penalty: 6283.979004
	Iteration 88Q: 3 clusters Score -3.972704e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174486 members 
Mstep: Class 2 contains 143357 members 
Entering Unmasked Estep 
Score: -39727044.000000 Penalty: 6283.979004
	Iteration 89Q: 3 clusters Score -3.972704e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173851 members 
Mstep: Class 2 contains 143992 members 
Entering Unmasked Estep 
Score: -39727028.000000 Penalty: 6283.979004
	Iteration 90Q: 3 clusters Score -3.972703e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173239 members 
Mstep: Class 2 contains 144604 members 
Entering Unmasked Estep 
Score: -39727016.000000 Penalty: 6283.979004
	Iteration 91Q: 3 clusters Score -3.972702e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172675 members 
Mstep: Class 2 contains 145168 members 
Entering Unmasked Estep 
Score: -39727056.000000 Penalty: 6283.979004
	Iteration 92Q: 3 clusters Score -3.972706e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172121 members 
Mstep: Class 2 contains 145722 members 
Entering Unmasked Estep 
Score: -39727144.000000 Penalty: 6283.979004
	Iteration 93Q: 3 clusters Score -3.972714e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171620 members 
Mstep: Class 2 contains 146223 members 
Entering Unmasked Estep 
Score: -39727132.000000 Penalty: 6283.979004
	Iteration 94Q: 3 clusters Score -3.972713e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171150 members 
Mstep: Class 2 contains 146693 members 
Entering Unmasked Estep 
Score: -39727176.000000 Penalty: 6283.979004
	Iteration 95Q: 3 clusters Score -3.972718e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170685 members 
Mstep: Class 2 contains 147158 members 
Entering Unmasked Estep 
Score: -39727212.000000 Penalty: 6283.979004
	Iteration 96Q: 3 clusters Score -3.972721e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170209 members 
Mstep: Class 2 contains 147634 members 
Entering Unmasked Estep 
Score: -39727188.000000 Penalty: 6283.979004
	Iteration 97Q: 3 clusters Score -3.972719e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169759 members 
Mstep: Class 2 contains 148084 members 
Entering Unmasked Estep 
Score: -39727112.000000 Penalty: 6283.979004
	Iteration 98Q: 3 clusters Score -3.972711e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169266 members 
Mstep: Class 2 contains 148577 members 
Entering Unmasked Estep 
Score: -39727280.000000 Penalty: 6283.979004
	Iteration 99Q: 3 clusters Score -3.972728e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168776 members 
Mstep: Class 2 contains 149067 members 
Entering Unmasked Estep 
Score: -39727384.000000 Penalty: 6283.979004
	Iteration 100F: 3 clusters Score -3.972738e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168304 members 
Mstep: Class 2 contains 149539 members 
Entering Unmasked Estep 
Score: -39727316.000000 Penalty: 6283.979004
	Iteration 101Q: 3 clusters Score -3.972732e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167832 members 
Mstep: Class 2 contains 150011 members 
Entering Unmasked Estep 
Score: -39727276.000000 Penalty: 6283.979004
	Iteration 102Q: 3 clusters Score -3.972728e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167417 members 
Mstep: Class 2 contains 150426 members 
Entering Unmasked Estep 
Score: -39727240.000000 Penalty: 6283.979004
	Iteration 103Q: 3 clusters Score -3.972724e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167060 members 
Mstep: Class 2 contains 150783 members 
Entering Unmasked Estep 
Score: -39727204.000000 Penalty: 6283.979004
	Iteration 104Q: 3 clusters Score -3.97272e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166719 members 
Mstep: Class 2 contains 151124 members 
Entering Unmasked Estep 
Score: -39727164.000000 Penalty: 6283.979004
	Iteration 105Q: 3 clusters Score -3.972716e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166379 members 
Mstep: Class 2 contains 151464 members 
Entering Unmasked Estep 
Score: -39727148.000000 Penalty: 6283.979004
	Iteration 106Q: 3 clusters Score -3.972715e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166056 members 
Mstep: Class 2 contains 151787 members 
Entering Unmasked Estep 
Score: -39727192.000000 Penalty: 6283.979004
	Iteration 107Q: 3 clusters Score -3.972719e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165723 members 
Mstep: Class 2 contains 152120 members 
Entering Unmasked Estep 
Score: -39727112.000000 Penalty: 6283.979004
	Iteration 108Q: 3 clusters Score -3.972711e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165419 members 
Mstep: Class 2 contains 152424 members 
Entering Unmasked Estep 
Score: -39727208.000000 Penalty: 6283.979004
	Iteration 109Q: 3 clusters Score -3.972721e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165094 members 
Mstep: Class 2 contains 152749 members 
Entering Unmasked Estep 
Score: -39727184.000000 Penalty: 6283.979004
	Iteration 110Q: 3 clusters Score -3.972718e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164749 members 
Mstep: Class 2 contains 153094 members 
Entering Unmasked Estep 
Score: -39727320.000000 Penalty: 6283.979004
	Iteration 111Q: 3 clusters Score -3.972732e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164406 members 
Mstep: Class 2 contains 153437 members 
Entering Unmasked Estep 
Score: -39727288.000000 Penalty: 6283.979004
	Iteration 112Q: 3 clusters Score -3.972729e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164041 members 
Mstep: Class 2 contains 153802 members 
Entering Unmasked Estep 
Score: -39727248.000000 Penalty: 6283.979004
	Iteration 113Q: 3 clusters Score -3.972725e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163664 members 
Mstep: Class 2 contains 154179 members 
Entering Unmasked Estep 
Score: -39727212.000000 Penalty: 6283.979004
	Iteration 114Q: 3 clusters Score -3.972721e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163299 members 
Mstep: Class 2 contains 154544 members 
Entering Unmasked Estep 
Score: -39727148.000000 Penalty: 6283.979004
	Iteration 115Q: 3 clusters Score -3.972715e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162989 members 
Mstep: Class 2 contains 154854 members 
Entering Unmasked Estep 
Score: -39727116.000000 Penalty: 6283.979004
	Iteration 116Q: 3 clusters Score -3.972712e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162685 members 
Mstep: Class 2 contains 155158 members 
Entering Unmasked Estep 
Score: -39727116.000000 Penalty: 6283.979004
	Iteration 117Q: 3 clusters Score -3.972712e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162397 members 
Mstep: Class 2 contains 155446 members 
Entering Unmasked Estep 
Score: -39727228.000000 Penalty: 6283.979004
	Iteration 118Q: 3 clusters Score -3.972723e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162059 members 
Mstep: Class 2 contains 155784 members 
Entering Unmasked Estep 
Score: -39727224.000000 Penalty: 6283.979004
	Iteration 119Q: 3 clusters Score -3.972722e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161697 members 
Mstep: Class 2 contains 156146 members 
Entering Unmasked Estep 
Score: -39727280.000000 Penalty: 6283.979004
	Iteration 120F: 3 clusters Score -3.972728e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161338 members 
Mstep: Class 2 contains 156505 members 
Entering Unmasked Estep 
Score: -39727252.000000 Penalty: 6283.979004
	Iteration 121Q: 3 clusters Score -3.972725e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160968 members 
Mstep: Class 2 contains 156875 members 
Entering Unmasked Estep 
Score: -39727364.000000 Penalty: 6283.979004
	Iteration 122Q: 3 clusters Score -3.972736e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160630 members 
Mstep: Class 2 contains 157213 members 
Entering Unmasked Estep 
Score: -39727548.000000 Penalty: 6283.979004
	Iteration 123Q: 3 clusters Score -3.972755e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160342 members 
Mstep: Class 2 contains 157501 members 
Entering Unmasked Estep 
Score: -39727672.000000 Penalty: 6283.979004
	Iteration 124Q: 3 clusters Score -3.972767e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159993 members 
Mstep: Class 2 contains 157850 members 
Entering Unmasked Estep 
Score: -39727736.000000 Penalty: 6283.979004
	Iteration 125Q: 3 clusters Score -3.972774e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159636 members 
Mstep: Class 2 contains 158207 members 
Entering Unmasked Estep 
Score: -39727636.000000 Penalty: 6283.979004
	Iteration 126Q: 3 clusters Score -3.972764e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159257 members 
Mstep: Class 2 contains 158586 members 
Entering Unmasked Estep 
Score: -39727604.000000 Penalty: 6283.979004
	Iteration 127Q: 3 clusters Score -3.97276e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158865 members 
Mstep: Class 2 contains 158978 members 
Entering Unmasked Estep 
Score: -39727572.000000 Penalty: 6283.979004
	Iteration 128Q: 3 clusters Score -3.972757e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158491 members 
Mstep: Class 2 contains 159352 members 
Entering Unmasked Estep 
Score: -39727648.000000 Penalty: 6283.979004
	Iteration 129Q: 3 clusters Score -3.972765e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158059 members 
Mstep: Class 2 contains 159784 members 
Entering Unmasked Estep 
Score: -39727720.000000 Penalty: 6283.979004
	Iteration 130Q: 3 clusters Score -3.972772e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157617 members 
Mstep: Class 2 contains 160226 members 
Entering Unmasked Estep 
Score: -39727792.000000 Penalty: 6283.979004
	Iteration 131Q: 3 clusters Score -3.972779e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157100 members 
Mstep: Class 2 contains 160743 members 
Entering Unmasked Estep 
Score: -39727904.000000 Penalty: 6283.979004
	Iteration 132Q: 3 clusters Score -3.97279e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156577 members 
Mstep: Class 2 contains 161266 members 
Entering Unmasked Estep 
Score: -39727812.000000 Penalty: 6283.979004
	Iteration 133Q: 3 clusters Score -3.972781e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156016 members 
Mstep: Class 2 contains 161827 members 
Entering Unmasked Estep 
Score: -39727812.000000 Penalty: 6283.979004
	Iteration 134Q: 3 clusters Score -3.972781e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155407 members 
Mstep: Class 2 contains 162436 members 
Entering Unmasked Estep 
Score: -39727840.000000 Penalty: 6283.979004
	Iteration 135Q: 3 clusters Score -3.972784e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154738 members 
Mstep: Class 2 contains 163105 members 
Entering Unmasked Estep 
Score: -39727956.000000 Penalty: 6283.979004
	Iteration 136Q: 3 clusters Score -3.972796e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153999 members 
Mstep: Class 2 contains 163844 members 
Entering Unmasked Estep 
Score: -39728020.000000 Penalty: 6283.979004
	Iteration 137Q: 3 clusters Score -3.972802e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153092 members 
Mstep: Class 2 contains 164751 members 
Entering Unmasked Estep 
Score: -39728004.000000 Penalty: 6283.979004
	Iteration 138Q: 3 clusters Score -3.9728e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152103 members 
Mstep: Class 2 contains 165740 members 
Entering Unmasked Estep 
Score: -39728020.000000 Penalty: 6283.979004
	Iteration 139Q: 3 clusters Score -3.972802e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151043 members 
Mstep: Class 2 contains 166800 members 
Entering Unmasked Estep 
Score: -39728064.000000 Penalty: 6283.979004
	Iteration 140F: 3 clusters Score -3.972806e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149888 members 
Mstep: Class 2 contains 167955 members 
Entering Unmasked Estep 
Score: -39728168.000000 Penalty: 6283.979004
	Iteration 141Q: 3 clusters Score -3.972817e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148677 members 
Mstep: Class 2 contains 169166 members 
Entering Unmasked Estep 
Score: -39728180.000000 Penalty: 6283.979004
	Iteration 142Q: 3 clusters Score -3.972818e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147314 members 
Mstep: Class 2 contains 170529 members 
Entering Unmasked Estep 
Score: -39728304.000000 Penalty: 6283.979004
	Iteration 143Q: 3 clusters Score -3.97283e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145758 members 
Mstep: Class 2 contains 172085 members 
Entering Unmasked Estep 
Score: -39728592.000000 Penalty: 6283.979004
	Iteration 144Q: 3 clusters Score -3.972859e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143875 members 
Mstep: Class 2 contains 173968 members 
Entering Unmasked Estep 
Score: -39728564.000000 Penalty: 6283.979004
	Iteration 145Q: 3 clusters Score -3.972856e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141705 members 
Mstep: Class 2 contains 176138 members 
Entering Unmasked Estep 
Score: -39728804.000000 Penalty: 6283.979004
	Iteration 146Q: 3 clusters Score -3.97288e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139102 members 
Mstep: Class 2 contains 178741 members 
Entering Unmasked Estep 
Score: -39728888.000000 Penalty: 6283.979004
	Iteration 147Q: 3 clusters Score -3.972889e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136044 members 
Mstep: Class 2 contains 181799 members 
Entering Unmasked Estep 
Score: -39729364.000000 Penalty: 6283.979004
	Iteration 148Q: 3 clusters Score -3.972936e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132411 members 
Mstep: Class 2 contains 185432 members 
Entering Unmasked Estep 
Score: -39729624.000000 Penalty: 6283.979004
	Iteration 149Q: 3 clusters Score -3.972962e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128257 members 
Mstep: Class 2 contains 189586 members 
Entering Unmasked Estep 
Score: -39730104.000000 Penalty: 6283.979004
	Iteration 150Q: 3 clusters Score -3.97301e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123513 members 
Mstep: Class 2 contains 194330 members 
Entering Unmasked Estep 
Score: -39730868.000000 Penalty: 6283.979004
	Iteration 151Q: 3 clusters Score -3.973087e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117910 members 
Mstep: Class 2 contains 199933 members 
Entering Unmasked Estep 
Score: -39731472.000000 Penalty: 6283.979004
	Iteration 152Q: 3 clusters Score -3.973147e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111590 members 
Mstep: Class 2 contains 206253 members 
Entering Unmasked Estep 
Score: -39732332.000000 Penalty: 6283.979004
	Iteration 153Q: 3 clusters Score -3.973233e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104514 members 
Mstep: Class 2 contains 213329 members 
Entering Unmasked Estep 
Score: -39733444.000000 Penalty: 6283.979004
	Iteration 154Q: 3 clusters Score -3.973344e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96721 members 
Mstep: Class 2 contains 221122 members 
Entering Unmasked Estep 
Score: -39735032.000000 Penalty: 6283.979004
	Iteration 155Q: 3 clusters Score -3.973503e+07 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88177 members 
Mstep: Class 2 contains 229666 members 
Entering Unmasked Estep 
Score: -39737320.000000 Penalty: 6283.979004
	Iteration 156Q: 3 clusters Score -3.973732e+07 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79117 members 
Mstep: Class 2 contains 238726 members 
Entering Unmasked Estep 
Score: -39739528.000000 Penalty: 6283.979004
	Iteration 157Q: 3 clusters Score -3.973953e+07 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69876 members 
Mstep: Class 2 contains 247967 members 
Entering Unmasked Estep 
Score: -39742388.000000 Penalty: 6283.979004
	Iteration 158Q: 3 clusters Score -3.974239e+07 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 257043 members 
Entering Unmasked Estep 
Score: -39745096.000000 Penalty: 6283.979004
	Iteration 159Q: 3 clusters Score -3.97451e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 265499 members 
Entering Unmasked Estep 
Score: -39747908.000000 Penalty: 6283.979004
	Iteration 160F: 3 clusters Score -3.974791e+07 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 273707 members 
Entering Unmasked Estep 
Score: -39751020.000000 Penalty: 6283.979004
	Iteration 161Q: 3 clusters Score -3.975102e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 280881 members 
Entering Unmasked Estep 
Score: -39753936.000000 Penalty: 6283.979004
	Iteration 162Q: 3 clusters Score -3.975394e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 286876 members 
Entering Unmasked Estep 
Score: -39756588.000000 Penalty: 6283.979004
	Iteration 163Q: 3 clusters Score -3.975659e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 291820 members 
Entering Unmasked Estep 
Score: -39758828.000000 Penalty: 6283.979004
	Iteration 164Q: 3 clusters Score -3.975883e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 295762 members 
Entering Unmasked Estep 
Score: -39761272.000000 Penalty: 6283.979004
	Iteration 165Q: 3 clusters Score -3.976127e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 298908 members 
Entering Unmasked Estep 
Score: -39762928.000000 Penalty: 6283.979004
	Iteration 166Q: 3 clusters Score -3.976293e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 301322 members 
Entering Unmasked Estep 
Score: -39763680.000000 Penalty: 6283.979004
	Iteration 167Q: 3 clusters Score -3.976368e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 303294 members 
Entering Unmasked Estep 
Score: -39763880.000000 Penalty: 6283.979004
	Iteration 168Q: 3 clusters Score -3.976388e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 304916 members 
Entering Unmasked Estep 
Score: -39764256.000000 Penalty: 6283.979004
	Iteration 169Q: 3 clusters Score -3.976426e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 306304 members 
Entering Unmasked Estep 
Score: -39764304.000000 Penalty: 6283.979004
	Iteration 170Q: 3 clusters Score -3.97643e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 307507 members 
Entering Unmasked Estep 
Score: -39764160.000000 Penalty: 6283.979004
	Iteration 171Q: 3 clusters Score -3.976416e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 308539 members 
Entering Unmasked Estep 
Score: -39764016.000000 Penalty: 6283.979004
	Iteration 172Q: 3 clusters Score -3.976402e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 309405 members 
Entering Unmasked Estep 
Score: -39763576.000000 Penalty: 6283.979004
	Iteration 173Q: 3 clusters Score -3.976358e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 310167 members 
Entering Unmasked Estep 
Score: -39763092.000000 Penalty: 6283.979004
	Iteration 174Q: 3 clusters Score -3.976309e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 310827 members 
Entering Unmasked Estep 
Score: -39762564.000000 Penalty: 6283.979004
	Iteration 175Q: 3 clusters Score -3.976256e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 311386 members 
Entering Unmasked Estep 
Score: -39762360.000000 Penalty: 6283.979004
	Iteration 176Q: 3 clusters Score -3.976236e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 311931 members 
Entering Unmasked Estep 
Score: -39761868.000000 Penalty: 6283.979004
	Iteration 177Q: 3 clusters Score -3.976187e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 312404 members 
Entering Unmasked Estep 
Score: -39761604.000000 Penalty: 6283.979004
	Iteration 178Q: 3 clusters Score -3.97616e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 312845 members 
Entering Unmasked Estep 
Score: -39761408.000000 Penalty: 6283.979004
	Iteration 179Q: 3 clusters Score -3.976141e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 313230 members 
Entering Unmasked Estep 
Score: -39761044.000000 Penalty: 6283.979004
	Iteration 180F: 3 clusters Score -3.976104e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 313575 members 
Entering Unmasked Estep 
Score: -39760596.000000 Penalty: 6283.979004
	Iteration 181Q: 3 clusters Score -3.97606e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 313874 members 
Entering Unmasked Estep 
Score: -39760372.000000 Penalty: 6283.979004
	Iteration 182Q: 3 clusters Score -3.976037e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 314167 members 
Entering Unmasked Estep 
Score: -39760164.000000 Penalty: 6283.979004
	Iteration 183Q: 3 clusters Score -3.976016e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 314428 members 
Entering Unmasked Estep 
Score: -39759868.000000 Penalty: 6283.979004
	Iteration 184Q: 3 clusters Score -3.975987e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 314656 members 
Entering Unmasked Estep 
Score: -39759720.000000 Penalty: 6283.979004
	Iteration 185Q: 3 clusters Score -3.975972e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 314875 members 
Entering Unmasked Estep 
Score: -39759444.000000 Penalty: 6283.979004
	Iteration 186Q: 3 clusters Score -3.975944e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 315079 members 
Entering Unmasked Estep 
Score: -39759248.000000 Penalty: 6283.979004
	Iteration 187Q: 3 clusters Score -3.975925e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 315252 members 
Entering Unmasked Estep 
Score: -39759120.000000 Penalty: 6283.979004
	Iteration 188Q: 3 clusters Score -3.975912e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 315397 members 
Entering Unmasked Estep 
Score: -39758916.000000 Penalty: 6283.979004
	Iteration 189Q: 3 clusters Score -3.975892e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 315540 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3.975872e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 315691 members 
Entering Unmasked Estep 
Score: -39758612.000000 Penalty: 6283.979004
	Iteration 191Q: 3 clusters Score -3.975861e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 315818 members 
Entering Unmasked Estep 
Score: -39758472.000000 Penalty: 6283.979004
	Iteration 192Q: 3 clusters Score -3.975847e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 315914 members 
Entering Unmasked Estep 
Score: -39758312.000000 Penalty: 6283.979004
	Iteration 193Q: 3 clusters Score -3.975831e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 316011 members 
Entering Unmasked Estep 
Score: -39758208.000000 Penalty: 6283.979004
	Iteration 194Q: 3 clusters Score -3.975821e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 316080 members 
Entering Unmasked Estep 
Score: -39758108.000000 Penalty: 6283.979004
	Iteration 195Q: 3 clusters Score -3.975811e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 316141 members 
Entering Unmasked Estep 
Score: -39758072.000000 Penalty: 6283.979004
	Iteration 196Q: 3 clusters Score -3.975807e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 316198 members 
Entering Unmasked Estep 
Score: -39758020.000000 Penalty: 6283.979004
	Iteration 197Q: 3 clusters Score -3.975802e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 316235 members 
Entering Unmasked Estep 
Score: -39758012.000000 Penalty: 6283.979004
	Iteration 198Q: 3 clusters Score -3.975801e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 316272 members 
Entering Unmasked Estep 
Score: -39757928.000000 Penalty: 6283.979004
	Iteration 199Q: 3 clusters Score -3.975793e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 316311 members 
Entering Unmasked Estep 
Score: -39757888.000000 Penalty: 6283.979004
	Iteration 200F: 3 clusters Score -3.975789e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 316338 members 
Entering Unmasked Estep 
Score: -39757820.000000 Penalty: 6283.979004
	Iteration 201Q: 3 clusters Score -3.975782e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 316375 members 
Entering Unmasked Estep 
Score: -39757792.000000 Penalty: 6283.979004
	Iteration 202Q: 3 clusters Score -3.975779e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 316407 members 
Entering Unmasked Estep 
Score: -39757768.000000 Penalty: 6283.979004
	Iteration 203Q: 3 clusters Score -3.975777e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 316445 members 
Entering Unmasked Estep 
Score: -39757728.000000 Penalty: 6283.979004
	Iteration 204Q: 3 clusters Score -3.975773e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 316474 members 
Entering Unmasked Estep 
Score: -39757700.000000 Penalty: 6283.979004
	Iteration 205Q: 3 clusters Score -3.97577e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 316507 members 
Entering Unmasked Estep 
Score: -39757640.000000 Penalty: 6283.979004
	Iteration 206Q: 3 clusters Score -3.975764e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 316527 members 
Entering Unmasked Estep 
Score: -39757632.000000 Penalty: 6283.979004
	Iteration 207Q: 3 clusters Score -3.975763e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 316553 members 
Entering Unmasked Estep 
Score: -39757624.000000 Penalty: 6283.979004
	Iteration 208Q: 3 clusters Score -3.975762e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 316572 members 
Entering Unmasked Estep 
Score: -39757580.000000 Penalty: 6283.979004
	Iteration 209Q: 3 clusters Score -3.975758e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 316590 members 
Entering Unmasked Estep 
Score: -39757544.000000 Penalty: 6283.979004
	Iteration 210Q: 3 clusters Score -3.975754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 316607 members 
Entering Unmasked Estep 
Score: -39757508.000000 Penalty: 6283.979004
	Iteration 211Q: 3 clusters Score -3.975751e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 316621 members 
Entering Unmasked Estep 
Score: -39757496.000000 Penalty: 6283.979004
	Iteration 212Q: 3 clusters Score -3.97575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 316632 members 
Entering Unmasked Estep 
Score: -39757436.000000 Penalty: 6283.979004
	Iteration 213Q: 3 clusters Score -3.975744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 316646 members 
Entering Unmasked Estep 
Score: -39757468.000000 Penalty: 6283.979004
	Iteration 214Q: 3 clusters Score -3.975747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 316661 members 
Entering Unmasked Estep 
Score: -39757436.000000 Penalty: 6283.979004
	Iteration 215Q: 3 clusters Score -3.975744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 316673 members 
Entering Unmasked Estep 
Score: -39757436.000000 Penalty: 6283.979004
	Iteration 216Q: 3 clusters Score -3.975744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 316679 members 
Entering Unmasked Estep 
Score: -39757408.000000 Penalty: 6283.979004
	Iteration 217Q: 3 clusters Score -3.975741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 316686 members 
Entering Unmasked Estep 
Score: -39757420.000000 Penalty: 6283.979004
	Iteration 218Q: 3 clusters Score -3.975742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 316689 members 
Entering Unmasked Estep 
Score: -39757420.000000 Penalty: 6283.979004
	Iteration 219Q: 3 clusters Score -3.975742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 316692 members 
Entering Unmasked Estep 
Score: -39757380.000000 Penalty: 6283.979004
	Iteration 220F: 3 clusters Score -3.975738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 316694 members 
Entering Unmasked Estep 
Score: -39757396.000000 Penalty: 6283.979004
	Iteration 221Q: 3 clusters Score -3.97574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 316697 members 
Entering Unmasked Estep 
Score: -39757396.000000 Penalty: 6283.979004
	Iteration 222Q: 3 clusters Score -3.97574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 316700 members 
Entering Unmasked Estep 
Score: -39757380.000000 Penalty: 6283.979004
	Iteration 223Q: 3 clusters Score -3.975738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 316708 members 
Entering Unmasked Estep 
Score: -39757356.000000 Penalty: 6283.979004
	Iteration 224Q: 3 clusters Score -3.975736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 316712 members 
Entering Unmasked Estep 
Score: -39757348.000000 Penalty: 6283.979004
	Iteration 225Q: 3 clusters Score -3.975735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 316717 members 
Entering Unmasked Estep 
Score: -39757336.000000 Penalty: 6283.979004
	Iteration 226Q: 3 clusters Score -3.975734e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 316727 members 
Entering Unmasked Estep 
Score: -39757296.000000 Penalty: 6283.979004
	Iteration 227Q: 3 clusters Score -3.97573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 316739 members 
Entering Unmasked Estep 
Score: -39757308.000000 Penalty: 6283.979004
	Iteration 228Q: 3 clusters Score -3.975731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 316747 members 
Entering Unmasked Estep 
Score: -39757292.000000 Penalty: 6283.979004
	Iteration 229Q: 3 clusters Score -3.975729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 316760 members 
Entering Unmasked Estep 
Score: -39757280.000000 Penalty: 6283.979004
	Iteration 230Q: 3 clusters Score -3.975728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 316770 members 
Entering Unmasked Estep 
Score: -39757288.000000 Penalty: 6283.979004
	Iteration 231Q: 3 clusters Score -3.975729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 316779 members 
Entering Unmasked Estep 
Score: -39757264.000000 Penalty: 6283.979004
	Iteration 232Q: 3 clusters Score -3.975726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 316785 members 
Entering Unmasked Estep 
Score: -39757244.000000 Penalty: 6283.979004
	Iteration 233Q: 3 clusters Score -3.975724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 316788 members 
Entering Unmasked Estep 
Score: -39757244.000000 Penalty: 6283.979004
	Iteration 234Q: 3 clusters Score -3.975724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 316790 members 
Entering Unmasked Estep 
Score: -39757228.000000 Penalty: 6283.979004
	Iteration 235Q: 3 clusters Score -3.975723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 316792 members 
Entering Unmasked Estep 
Score: -39757232.000000 Penalty: 6283.979004
	Iteration 236Q: 3 clusters Score -3.975723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 316791 members 
Entering Unmasked Estep 
Score: -39757236.000000 Penalty: 6283.979004
	Iteration 237Q: 3 clusters Score -3.975724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 316791 members 
Entering Unmasked Estep 
Score: -39757236.000000 Penalty: 6283.979004
	Iteration 238F: 3 clusters Score -3.975724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (160417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160417 members 
Entering Unmasked Estep 
Score: -20267488.000000 Penalty: 2972.411865
	Iteration 0F: 2 clusters Score -2.026749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80134 members 
Mstep: Class 2 contains 80283 members 
Entering Unmasked Estep 
Score: -20160464.000000 Penalty: 5944.823730
	Iteration 0F: 3 clusters Score -2.016046e+07 nChanged 76829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77401 members 
Mstep: Class 2 contains 83016 members 
Entering Unmasked Estep 
Score: -20205432.000000 Penalty: 5944.823730
	Iteration 1F: 3 clusters Score -2.020543e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 84382 members 
Entering Unmasked Estep 
Score: -20206920.000000 Penalty: 5944.823730
	Iteration 2Q: 3 clusters Score -2.020692e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74011 members 
Mstep: Class 2 contains 86406 members 
Entering Unmasked Estep 
Score: -20208772.000000 Penalty: 5944.823730
	Iteration 3Q: 3 clusters Score -2.020877e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71045 members 
Mstep: Class 2 contains 89372 members 
Entering Unmasked Estep 
Score: -20211456.000000 Penalty: 5944.823730
	Iteration 4Q: 3 clusters Score -2.021146e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67102 members 
Mstep: Class 2 contains 93315 members 
Entering Unmasked Estep 
Score: -20215682.000000 Penalty: 5944.823730
	Iteration 5Q: 3 clusters Score -2.021568e+07 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 98243 members 
Entering Unmasked Estep 
Score: -20221744.000000 Penalty: 5944.823730
	Iteration 6F: 3 clusters Score -2.022174e+07 nChanged 10512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 103619 members 
Entering Unmasked Estep 
Score: -20230196.000000 Penalty: 5944.823730
	Iteration 7F: 3 clusters Score -2.02302e+07 nChanged 10770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 108249 members 
Entering Unmasked Estep 
Score: -20239156.000000 Penalty: 5944.823730
	Iteration 8F: 3 clusters Score -2.023916e+07 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 111374 members 
Entering Unmasked Estep 
Score: -20245844.000000 Penalty: 5944.823730
	Iteration 9F: 3 clusters Score -2.024584e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 113587 members 
Entering Unmasked Estep 
Score: -20248620.000000 Penalty: 5944.823730
	Iteration 10Q: 3 clusters Score -2.024862e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 115540 members 
Entering Unmasked Estep 
Score: -20249900.000000 Penalty: 5944.823730
	Iteration 11Q: 3 clusters Score -2.02499e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 117444 members 
Entering Unmasked Estep 
Score: -20250646.000000 Penalty: 5944.823730
	Iteration 12Q: 3 clusters Score -2.025065e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 119277 members 
Entering Unmasked Estep 
Score: -20251234.000000 Penalty: 5944.823730
	Iteration 13Q: 3 clusters Score -2.025123e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 121043 members 
Entering Unmasked Estep 
Score: -20251724.000000 Penalty: 5944.823730
	Iteration 14Q: 3 clusters Score -2.025172e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 122757 members 
Entering Unmasked Estep 
Score: -20252212.000000 Penalty: 5944.823730
	Iteration 15Q: 3 clusters Score -2.025221e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 124440 members 
Entering Unmasked Estep 
Score: -20252720.000000 Penalty: 5944.823730
	Iteration 16Q: 3 clusters Score -2.025272e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 126064 members 
Entering Unmasked Estep 
Score: -20253068.000000 Penalty: 5944.823730
	Iteration 17Q: 3 clusters Score -2.025307e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 127690 members 
Entering Unmasked Estep 
Score: -20253512.000000 Penalty: 5944.823730
	Iteration 18Q: 3 clusters Score -2.025351e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 129397 members 
Entering Unmasked Estep 
Score: -20253922.000000 Penalty: 5944.823730
	Iteration 19Q: 3 clusters Score -2.025392e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 131082 members 
Entering Unmasked Estep 
Score: -20254298.000000 Penalty: 5944.823730
	Iteration 20F: 3 clusters Score -2.02543e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 132815 members 
Entering Unmasked Estep 
Score: -20254634.000000 Penalty: 5944.823730
	Iteration 21Q: 3 clusters Score -2.025463e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 134555 members 
Entering Unmasked Estep 
Score: -20255192.000000 Penalty: 5944.823730
	Iteration 22Q: 3 clusters Score -2.025519e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 136367 members 
Entering Unmasked Estep 
Score: -20255812.000000 Penalty: 5944.823730
	Iteration 23Q: 3 clusters Score -2.025581e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 138260 members 
Entering Unmasked Estep 
Score: -20256452.000000 Penalty: 5944.823730
	Iteration 24Q: 3 clusters Score -2.025645e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 140145 members 
Entering Unmasked Estep 
Score: -20257100.000000 Penalty: 5944.823730
	Iteration 25Q: 3 clusters Score -2.02571e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 141998 members 
Entering Unmasked Estep 
Score: -20257818.000000 Penalty: 5944.823730
	Iteration 26Q: 3 clusters Score -2.025782e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 143776 members 
Entering Unmasked Estep 
Score: -20258464.000000 Penalty: 5944.823730
	Iteration 27Q: 3 clusters Score -2.025846e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 145498 members 
Entering Unmasked Estep 
Score: -20259076.000000 Penalty: 5944.823730
	Iteration 28Q: 3 clusters Score -2.025908e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 147154 members 
Entering Unmasked Estep 
Score: -20259726.000000 Penalty: 5944.823730
	Iteration 29Q: 3 clusters Score -2.025973e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 148730 members 
Entering Unmasked Estep 
Score: -20260400.000000 Penalty: 5944.823730
	Iteration 30Q: 3 clusters Score -2.02604e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 150176 members 
Entering Unmasked Estep 
Score: -20261030.000000 Penalty: 5944.823730
	Iteration 31Q: 3 clusters Score -2.026103e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 151545 members 
Entering Unmasked Estep 
Score: -20261688.000000 Penalty: 5944.823730
	Iteration 32Q: 3 clusters Score -2.026169e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 152774 members 
Entering Unmasked Estep 
Score: -20261998.000000 Penalty: 5944.823730
	Iteration 33Q: 3 clusters Score -2.0262e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 153843 members 
Entering Unmasked Estep 
Score: -20262494.000000 Penalty: 5944.823730
	Iteration 34Q: 3 clusters Score -2.026249e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 154801 members 
Entering Unmasked Estep 
Score: -20263016.000000 Penalty: 5944.823730
	Iteration 35Q: 3 clusters Score -2.026302e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 155636 members 
Entering Unmasked Estep 
Score: -20263406.000000 Penalty: 5944.823730
	Iteration 36Q: 3 clusters Score -2.026341e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 156337 members 
Entering Unmasked Estep 
Score: -20263748.000000 Penalty: 5944.823730
	Iteration 37Q: 3 clusters Score -2.026375e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 156912 members 
Entering Unmasked Estep 
Score: -20264046.000000 Penalty: 5944.823730
	Iteration 38Q: 3 clusters Score -2.026405e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 157377 members 
Entering Unmasked Estep 
Score: -20264238.000000 Penalty: 5944.823730
	Iteration 39Q: 3 clusters Score -2.026424e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 157720 members 
Entering Unmasked Estep 
Score: -20264414.000000 Penalty: 5944.823730
	Iteration 40F: 3 clusters Score -2.026441e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 157985 members 
Entering Unmasked Estep 
Score: -20264446.000000 Penalty: 5944.823730
	Iteration 41Q: 3 clusters Score -2.026445e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 158213 members 
Entering Unmasked Estep 
Score: -20264550.000000 Penalty: 5944.823730
	Iteration 42Q: 3 clusters Score -2.026455e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 158392 members 
Entering Unmasked Estep 
Score: -20264592.000000 Penalty: 5944.823730
	Iteration 43Q: 3 clusters Score -2.026459e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 158526 members 
Entering Unmasked Estep 
Score: -20264678.000000 Penalty: 5944.823730
	Iteration 44Q: 3 clusters Score -2.026468e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 158655 members 
Entering Unmasked Estep 
Score: -20264766.000000 Penalty: 5944.823730
	Iteration 45Q: 3 clusters Score -2.026477e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 158775 members 
Entering Unmasked Estep 
Score: -20264790.000000 Penalty: 5944.823730
	Iteration 46Q: 3 clusters Score -2.026479e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 158863 members 
Entering Unmasked Estep 
Score: -20264842.000000 Penalty: 5944.823730
	Iteration 47Q: 3 clusters Score -2.026484e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 158943 members 
Entering Unmasked Estep 
Score: -20264884.000000 Penalty: 5944.823730
	Iteration 48Q: 3 clusters Score -2.026488e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 158997 members 
Entering Unmasked Estep 
Score: -20264902.000000 Penalty: 5944.823730
	Iteration 49Q: 3 clusters Score -2.02649e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 159038 members 
Entering Unmasked Estep 
Score: -20264932.000000 Penalty: 5944.823730
	Iteration 50Q: 3 clusters Score -2.026493e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 159076 members 
Entering Unmasked Estep 
Score: -20264954.000000 Penalty: 5944.823730
	Iteration 51Q: 3 clusters Score -2.026495e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 159109 members 
Entering Unmasked Estep 
Score: -20264982.000000 Penalty: 5944.823730
	Iteration 52Q: 3 clusters Score -2.026498e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 159132 members 
Entering Unmasked Estep 
Score: -20264984.000000 Penalty: 5944.823730
	Iteration 53Q: 3 clusters Score -2.026498e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 159155 members 
Entering Unmasked Estep 
Score: -20265004.000000 Penalty: 5944.823730
	Iteration 54Q: 3 clusters Score -2.0265e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 159184 members 
Entering Unmasked Estep 
Score: -20264998.000000 Penalty: 5944.823730
	Iteration 55Q: 3 clusters Score -2.0265e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 159202 members 
Entering Unmasked Estep 
Score: -20265034.000000 Penalty: 5944.823730
	Iteration 56Q: 3 clusters Score -2.026503e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 159214 members 
Entering Unmasked Estep 
Score: -20265030.000000 Penalty: 5944.823730
	Iteration 57Q: 3 clusters Score -2.026503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 159221 members 
Entering Unmasked Estep 
Score: -20265038.000000 Penalty: 5944.823730
	Iteration 58Q: 3 clusters Score -2.026504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 159226 members 
Entering Unmasked Estep 
Score: -20265026.000000 Penalty: 5944.823730
	Iteration 59Q: 3 clusters Score -2.026503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 159232 members 
Entering Unmasked Estep 
Score: -20265054.000000 Penalty: 5944.823730
	Iteration 60F: 3 clusters Score -2.026505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 159238 members 
Entering Unmasked Estep 
Score: -20265034.000000 Penalty: 5944.823730
	Iteration 61Q: 3 clusters Score -2.026503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 159243 members 
Entering Unmasked Estep 
Score: -20265038.000000 Penalty: 5944.823730
	Iteration 62Q: 3 clusters Score -2.026504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 159249 members 
Entering Unmasked Estep 
Score: -20265046.000000 Penalty: 5944.823730
	Iteration 63Q: 3 clusters Score -2.026505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 159254 members 
Entering Unmasked Estep 
Score: -20265028.000000 Penalty: 5944.823730
	Iteration 64Q: 3 clusters Score -2.026503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 159257 members 
Entering Unmasked Estep 
Score: -20265042.000000 Penalty: 5944.823730
	Iteration 65Q: 3 clusters Score -2.026504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 159259 members 
Entering Unmasked Estep 
Score: -20265032.000000 Penalty: 5944.823730
	Iteration 66Q: 3 clusters Score -2.026503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 159262 members 
Entering Unmasked Estep 
Score: -20265034.000000 Penalty: 5944.823730
	Iteration 67Q: 3 clusters Score -2.026503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 159265 members 
Entering Unmasked Estep 
Score: -20265036.000000 Penalty: 5944.823730
	Iteration 68Q: 3 clusters Score -2.026504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 159264 members 
Entering Unmasked Estep 
Score: -20265044.000000 Penalty: 5944.823730
	Iteration 69Q: 3 clusters Score -2.026504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 159265 members 
Entering Unmasked Estep 
Score: -20265044.000000 Penalty: 5944.823730
	Iteration 70Q: 3 clusters Score -2.026504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 159268 members 
Entering Unmasked Estep 
Score: -20265046.000000 Penalty: 5944.823730
	Iteration 71Q: 3 clusters Score -2.026505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 159272 members 
Entering Unmasked Estep 
Score: -20265062.000000 Penalty: 5944.823730
	Iteration 72Q: 3 clusters Score -2.026506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 159279 members 
Entering Unmasked Estep 
Score: -20265072.000000 Penalty: 5944.823730
	Iteration 73Q: 3 clusters Score -2.026507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 159284 members 
Entering Unmasked Estep 
Score: -20265086.000000 Penalty: 5944.823730
	Iteration 74Q: 3 clusters Score -2.026509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 159284 members 
Entering Unmasked Estep 
Score: -20265088.000000 Penalty: 5944.823730
	Iteration 75Q: 3 clusters Score -2.026509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 159285 members 
Entering Unmasked Estep 
Score: -20265086.000000 Penalty: 5944.823730
	Iteration 76Q: 3 clusters Score -2.026509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 159289 members 
Entering Unmasked Estep 
Score: -20265076.000000 Penalty: 5944.823730
	Iteration 77Q: 3 clusters Score -2.026508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 159294 members 
Entering Unmasked Estep 
Score: -20265088.000000 Penalty: 5944.823730
	Iteration 78Q: 3 clusters Score -2.026509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 159300 members 
Entering Unmasked Estep 
Score: -20265098.000000 Penalty: 5944.823730
	Iteration 79Q: 3 clusters Score -2.02651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 159303 members 
Entering Unmasked Estep 
Score: -20265084.000000 Penalty: 5944.823730
	Iteration 80F: 3 clusters Score -2.026508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 159306 members 
Entering Unmasked Estep 
Score: -20265082.000000 Penalty: 5944.823730
	Iteration 81Q: 3 clusters Score -2.026508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 159311 members 
Entering Unmasked Estep 
Score: -20265080.000000 Penalty: 5944.823730
	Iteration 82Q: 3 clusters Score -2.026508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 159315 members 
Entering Unmasked Estep 
Score: -20265080.000000 Penalty: 5944.823730
	Iteration 83Q: 3 clusters Score -2.026508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 159317 members 
Entering Unmasked Estep 
Score: -20265082.000000 Penalty: 5944.823730
	Iteration 84Q: 3 clusters Score -2.026508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 159319 members 
Entering Unmasked Estep 
Score: -20265080.000000 Penalty: 5944.823730
	Iteration 85Q: 3 clusters Score -2.026508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 159320 members 
Entering Unmasked Estep 
Score: -20265084.000000 Penalty: 5944.823730
	Iteration 86Q: 3 clusters Score -2.026508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 159322 members 
Entering Unmasked Estep 
Score: -20265082.000000 Penalty: 5944.823730
	Iteration 87Q: 3 clusters Score -2.026508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 159321 members 
Entering Unmasked Estep 
Score: -20265068.000000 Penalty: 5944.823730
	Iteration 88Q: 3 clusters Score -2.026507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 159320 members 
Entering Unmasked Estep 
Score: -20265082.000000 Penalty: 5944.823730
	Iteration 89Q: 3 clusters Score -2.026508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 159321 members 
Entering Unmasked Estep 
Score: -20265068.000000 Penalty: 5944.823730
	Iteration 90Q: 3 clusters Score -2.026507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 159322 members 
Entering Unmasked Estep 
Score: -20265090.000000 Penalty: 5944.823730
	Iteration 91Q: 3 clusters Score -2.026509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 159322 members 
Entering Unmasked Estep 
Score: -20265090.000000 Penalty: 5944.823730
	Iteration 92F: 3 clusters Score -2.026509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Entering Unmasked Estep 
Score: -547005.750000 Penalty: 2089.310303
	Iteration 0F: 2 clusters Score -547005.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -542743.937500 Penalty: 4178.620605
	Iteration 0F: 3 clusters Score -542743.9 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -543742.875000 Penalty: 4178.620605
	Iteration 1F: 3 clusters Score -543742.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -543978.500000 Penalty: 4178.620605
	Iteration 2F: 3 clusters Score -543978.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -544128.062500 Penalty: 4178.620605
	Iteration 3F: 3 clusters Score -544128.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -544235.687500 Penalty: 4178.620605
	Iteration 4Q: 3 clusters Score -544235.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -544361.750000 Penalty: 4178.620605
	Iteration 5Q: 3 clusters Score -544361.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -544488.375000 Penalty: 4178.620605
	Iteration 6Q: 3 clusters Score -544488.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -544622.625000 Penalty: 4178.620605
	Iteration 7Q: 3 clusters Score -544622.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -544756.687500 Penalty: 4178.620605
	Iteration 8Q: 3 clusters Score -544756.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -544882.250000 Penalty: 4178.620605
	Iteration 9Q: 3 clusters Score -544882.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -544989.375000 Penalty: 4178.620605
	Iteration 10Q: 3 clusters Score -544989.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -545077.437500 Penalty: 4178.620605
	Iteration 11Q: 3 clusters Score -545077.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -545174.000000 Penalty: 4178.620605
	Iteration 12Q: 3 clusters Score -545174 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -545277.750000 Penalty: 4178.620605
	Iteration 13Q: 3 clusters Score -545277.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -545384.000000 Penalty: 4178.620605
	Iteration 14Q: 3 clusters Score -545384 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -545457.312500 Penalty: 4178.620605
	Iteration 15Q: 3 clusters Score -545457.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -545497.812500 Penalty: 4178.620605
	Iteration 16Q: 3 clusters Score -545497.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -545521.687500 Penalty: 4178.620605
	Iteration 17Q: 3 clusters Score -545521.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -545538.937500 Penalty: 4178.620605
	Iteration 18Q: 3 clusters Score -545538.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -545549.125000 Penalty: 4178.620605
	Iteration 19Q: 3 clusters Score -545549.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -545562.500000 Penalty: 4178.620605
	Iteration 20F: 3 clusters Score -545562.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -545576.062500 Penalty: 4178.620605
	Iteration 21Q: 3 clusters Score -545576.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -545589.312500 Penalty: 4178.620605
	Iteration 22Q: 3 clusters Score -545589.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -545594.812500 Penalty: 4178.620605
	Iteration 23Q: 3 clusters Score -545594.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -545600.000000 Penalty: 4178.620605
	Iteration 24Q: 3 clusters Score -545600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -545604.937500 Penalty: 4178.620605
	Iteration 25Q: 3 clusters Score -545604.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -545608.187500 Penalty: 4178.620605
	Iteration 26Q: 3 clusters Score -545608.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -545610.125000 Penalty: 4178.620605
	Iteration 27Q: 3 clusters Score -545610.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -545614.187500 Penalty: 4178.620605
	Iteration 28Q: 3 clusters Score -545614.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -545617.937500 Penalty: 4178.620605
	Iteration 29Q: 3 clusters Score -545617.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -545621.500000 Penalty: 4178.620605
	Iteration 30Q: 3 clusters Score -545621.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -545624.250000 Penalty: 4178.620605
	Iteration 31Q: 3 clusters Score -545624.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -545625.375000 Penalty: 4178.620605
	Iteration 32Q: 3 clusters Score -545625.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -545625.250000 Penalty: 4178.620605
	Iteration 33Q: 3 clusters Score -545625.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -545625.187500 Penalty: 4178.620605
	Iteration 34Q: 3 clusters Score -545625.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -545625.187500 Penalty: 4178.620605
	Iteration 35F: 3 clusters Score -545625.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Entering Unmasked Estep 
Score: -135027.328125 Penalty: 1805.612915
	Iteration 0F: 2 clusters Score -135027.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -133042.953125 Penalty: 3611.225830
	Iteration 0F: 3 clusters Score -133043 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -135218.843750 Penalty: 3611.225830
	Iteration 1F: 3 clusters Score -135218.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -137123.546875 Penalty: 3611.225830
	Iteration 2F: 3 clusters Score -137123.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -137776.671875 Penalty: 3611.225830
	Iteration 3F: 3 clusters Score -137776.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -138135.109375 Penalty: 3611.225830
	Iteration 4Q: 3 clusters Score -138135.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -138408.062500 Penalty: 3611.225830
	Iteration 5Q: 3 clusters Score -138408.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -138835.250000 Penalty: 3611.225830
	Iteration 6Q: 3 clusters Score -138835.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -138892.375000 Penalty: 3611.225830
	Iteration 7Q: 3 clusters Score -138892.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -138997.640625 Penalty: 3611.225830
	Iteration 8Q: 3 clusters Score -138997.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -139073.875000 Penalty: 3611.225830
	Iteration 9Q: 3 clusters Score -139073.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -139109.781250 Penalty: 3611.225830
	Iteration 10Q: 3 clusters Score -139109.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -139126.593750 Penalty: 3611.225830
	Iteration 11Q: 3 clusters Score -139126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -139131.421875 Penalty: 3611.225830
	Iteration 12Q: 3 clusters Score -139131.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -139134.812500 Penalty: 3611.225830
	Iteration 13Q: 3 clusters Score -139134.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -139145.828125 Penalty: 3611.225830
	Iteration 14F: 3 clusters Score -139145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -139176.250000 Penalty: 3611.225830
	Iteration 15Q: 3 clusters Score -139176.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -139191.875000 Penalty: 3611.225830
	Iteration 16Q: 3 clusters Score -139191.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -139192.703125 Penalty: 3611.225830
	Iteration 17Q: 3 clusters Score -139192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -139192.703125 Penalty: 3611.225830
	Iteration 18F: 3 clusters Score -139192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 170126 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 659 members 
Mstep: Class 5 contains 53299 members 
Mstep: Class 6 contains 317843 members 
Mstep: Class 8 contains 160417 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 13 contains 114067 members 
Mstep: Class 14 contains 40145 members 
Mstep: Class 15 contains 47125 members 
Mstep: Class 16 contains 3090 members 
Mstep: Class 17 contains 13457 members 
Mstep: Class 19 contains 2479 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 32330 members 
Entering Unmasked Estep 
Score: -119251000.000000 Penalty: 58095.902344
Splitting cluster 11 changes total score from -119247048.000000 to -119251000.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 13 (114067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114067 members 
Entering Unmasked Estep 
Score: -14397449.000000 Penalty: 2887.846436
	Iteration 0F: 2 clusters Score -1.439745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -14321160.000000 Penalty: 5775.692871
	Iteration 0F: 3 clusters Score -1.432116e+07 nChanged 54108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52944 members 
Mstep: Class 2 contains 61123 members 
Entering Unmasked Estep 
Score: -14352619.000000 Penalty: 5775.692871
	Iteration 1F: 3 clusters Score -1.435262e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50743 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -14353654.000000 Penalty: 5775.692871
	Iteration 2Q: 3 clusters Score -1.435365e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 66524 members 
Entering Unmasked Estep 
Score: -14355309.000000 Penalty: 5775.692871
	Iteration 3Q: 3 clusters Score -1.435531e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
Score: -14357993.000000 Penalty: 5775.692871
	Iteration 4Q: 3 clusters Score -1.435799e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 77982 members 
Entering Unmasked Estep 
Score: -14362671.000000 Penalty: 5775.692871
	Iteration 5F: 3 clusters Score -1.436267e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
Score: -14369650.000000 Penalty: 5775.692871
	Iteration 6F: 3 clusters Score -1.436965e+07 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 95656 members 
Entering Unmasked Estep 
Score: -14378085.000000 Penalty: 5775.692871
	Iteration 7F: 3 clusters Score -1.437808e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 103434 members 
Entering Unmasked Estep 
Score: -14385606.000000 Penalty: 5775.692871
	Iteration 8F: 3 clusters Score -1.438561e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 108578 members 
Entering Unmasked Estep 
Score: -14390363.000000 Penalty: 5775.692871
	Iteration 9Q: 3 clusters Score -1.439036e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 111276 members 
Entering Unmasked Estep 
Score: -14392666.000000 Penalty: 5775.692871
	Iteration 10Q: 3 clusters Score -1.439267e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 112600 members 
Entering Unmasked Estep 
Score: -14393808.000000 Penalty: 5775.692871
	Iteration 11Q: 3 clusters Score -1.439381e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 113169 members 
Entering Unmasked Estep 
Score: -14394381.000000 Penalty: 5775.692871
	Iteration 12Q: 3 clusters Score -1.439438e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 113395 members 
Entering Unmasked Estep 
Score: -14394644.000000 Penalty: 5775.692871
	Iteration 13Q: 3 clusters Score -1.439464e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 113510 members 
Entering Unmasked Estep 
Score: -14394776.000000 Penalty: 5775.692871
	Iteration 14Q: 3 clusters Score -1.439478e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 113556 members 
Entering Unmasked Estep 
Score: -14394821.000000 Penalty: 5775.692871
	Iteration 15Q: 3 clusters Score -1.439482e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 113584 members 
Entering Unmasked Estep 
Score: -14394857.000000 Penalty: 5775.692871
	Iteration 16Q: 3 clusters Score -1.439486e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 113605 members 
Entering Unmasked Estep 
Score: -14394883.000000 Penalty: 5775.692871
	Iteration 17Q: 3 clusters Score -1.439488e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 113619 members 
Entering Unmasked Estep 
Score: -14394920.000000 Penalty: 5775.692871
	Iteration 18Q: 3 clusters Score -1.439492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 113630 members 
Entering Unmasked Estep 
Score: -14394932.000000 Penalty: 5775.692871
	Iteration 19Q: 3 clusters Score -1.439493e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 113637 members 
Entering Unmasked Estep 
Score: -14394948.000000 Penalty: 5775.692871
	Iteration 20F: 3 clusters Score -1.439495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 113643 members 
Entering Unmasked Estep 
Score: -14394956.000000 Penalty: 5775.692871
	Iteration 21Q: 3 clusters Score -1.439496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 113651 members 
Entering Unmasked Estep 
Score: -14394946.000000 Penalty: 5775.692871
	Iteration 22Q: 3 clusters Score -1.439495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 113656 members 
Entering Unmasked Estep 
Score: -14394963.000000 Penalty: 5775.692871
	Iteration 23Q: 3 clusters Score -1.439496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 113662 members 
Entering Unmasked Estep 
Score: -14394958.000000 Penalty: 5775.692871
	Iteration 24Q: 3 clusters Score -1.439496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 113663 members 
Entering Unmasked Estep 
Score: -14394957.000000 Penalty: 5775.692871
	Iteration 25Q: 3 clusters Score -1.439496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 113665 members 
Entering Unmasked Estep 
Score: -14394959.000000 Penalty: 5775.692871
	Iteration 26Q: 3 clusters Score -1.439496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 113666 members 
Entering Unmasked Estep 
Score: -14394960.000000 Penalty: 5775.692871
	Iteration 27Q: 3 clusters Score -1.439496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 113668 members 
Entering Unmasked Estep 
Score: -14394968.000000 Penalty: 5775.692871
	Iteration 28Q: 3 clusters Score -1.439497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 113668 members 
Entering Unmasked Estep 
Score: -14394972.000000 Penalty: 5775.692871
	Iteration 29Q: 3 clusters Score -1.439497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 113673 members 
Entering Unmasked Estep 
Score: -14394973.000000 Penalty: 5775.692871
	Iteration 30Q: 3 clusters Score -1.439497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 113675 members 
Entering Unmasked Estep 
Score: -14394977.000000 Penalty: 5775.692871
	Iteration 31Q: 3 clusters Score -1.439498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 113678 members 
Entering Unmasked Estep 
Score: -14394974.000000 Penalty: 5775.692871
	Iteration 32Q: 3 clusters Score -1.439497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 113681 members 
Entering Unmasked Estep 
Score: -14394980.000000 Penalty: 5775.692871
	Iteration 33Q: 3 clusters Score -1.439498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 113683 members 
Entering Unmasked Estep 
Score: -14394980.000000 Penalty: 5775.692871
	Iteration 34Q: 3 clusters Score -1.439498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 113686 members 
Entering Unmasked Estep 
Score: -14394990.000000 Penalty: 5775.692871
	Iteration 35Q: 3 clusters Score -1.439499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 113690 members 
Entering Unmasked Estep 
Score: -14394996.000000 Penalty: 5775.692871
	Iteration 36Q: 3 clusters Score -1.4395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 113693 members 
Entering Unmasked Estep 
Score: -14395000.000000 Penalty: 5775.692871
	Iteration 37Q: 3 clusters Score -1.4395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 113694 members 
Entering Unmasked Estep 
Score: -14394999.000000 Penalty: 5775.692871
	Iteration 38Q: 3 clusters Score -1.4395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 113694 members 
Entering Unmasked Estep 
Score: -14394999.000000 Penalty: 5775.692871
	Iteration 39F: 3 clusters Score -1.4395e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Entering Unmasked Estep 
Score: -5113212.000000 Penalty: 2628.862793
	Iteration 0F: 2 clusters Score -5113212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -5085919.000000 Penalty: 5257.725586
	Iteration 0F: 3 clusters Score -5085919 nChanged 18324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -5095773.000000 Penalty: 5257.725586
	Iteration 1F: 3 clusters Score -5095773 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -5096306.000000 Penalty: 5257.725586
	Iteration 2Q: 3 clusters Score -5096306 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -5096915.500000 Penalty: 5257.725586
	Iteration 3Q: 3 clusters Score -5096916 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -5097651.500000 Penalty: 5257.725586
	Iteration 4Q: 3 clusters Score -5097652 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -5098489.000000 Penalty: 5257.725586
	Iteration 5Q: 3 clusters Score -5098489 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -5099596.500000 Penalty: 5257.725586
	Iteration 6F: 3 clusters Score -5099596 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -5101040.500000 Penalty: 5257.725586
	Iteration 7F: 3 clusters Score -5101040 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -5102947.500000 Penalty: 5257.725586
	Iteration 8F: 3 clusters Score -5102948 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -5105222.500000 Penalty: 5257.725586
	Iteration 9F: 3 clusters Score -5105222 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -5107133.500000 Penalty: 5257.725586
	Iteration 10F: 3 clusters Score -5107134 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -5108139.500000 Penalty: 5257.725586
	Iteration 11Q: 3 clusters Score -5108140 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -5108525.000000 Penalty: 5257.725586
	Iteration 12Q: 3 clusters Score -5108525 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -5108763.000000 Penalty: 5257.725586
	Iteration 13Q: 3 clusters Score -5108763 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -5108931.000000 Penalty: 5257.725586
	Iteration 14Q: 3 clusters Score -5108931 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -5109038.500000 Penalty: 5257.725586
	Iteration 15Q: 3 clusters Score -5109038 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -5109195.000000 Penalty: 5257.725586
	Iteration 16Q: 3 clusters Score -5109195 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -5109331.000000 Penalty: 5257.725586
	Iteration 17Q: 3 clusters Score -5109331 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -5109419.000000 Penalty: 5257.725586
	Iteration 18Q: 3 clusters Score -5109419 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -5109539.000000 Penalty: 5257.725586
	Iteration 19Q: 3 clusters Score -5109539 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -5109646.000000 Penalty: 5257.725586
	Iteration 20F: 3 clusters Score -5109646 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -5109769.500000 Penalty: 5257.725586
	Iteration 21Q: 3 clusters Score -5109770 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -5109859.000000 Penalty: 5257.725586
	Iteration 22Q: 3 clusters Score -5109859 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -5109980.500000 Penalty: 5257.725586
	Iteration 23Q: 3 clusters Score -5109980 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -5110092.500000 Penalty: 5257.725586
	Iteration 24Q: 3 clusters Score -5110092 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -5110181.500000 Penalty: 5257.725586
	Iteration 25Q: 3 clusters Score -5110182 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -5110287.000000 Penalty: 5257.725586
	Iteration 26Q: 3 clusters Score -5110287 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -5110394.000000 Penalty: 5257.725586
	Iteration 27Q: 3 clusters Score -5110394 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -5110477.500000 Penalty: 5257.725586
	Iteration 28Q: 3 clusters Score -5110478 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -5110559.000000 Penalty: 5257.725586
	Iteration 29Q: 3 clusters Score -5110559 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -5110639.000000 Penalty: 5257.725586
	Iteration 30Q: 3 clusters Score -5110639 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -5110703.000000 Penalty: 5257.725586
	Iteration 31Q: 3 clusters Score -5110703 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -5110768.500000 Penalty: 5257.725586
	Iteration 32Q: 3 clusters Score -5110768 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -5110820.000000 Penalty: 5257.725586
	Iteration 33Q: 3 clusters Score -5110820 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -5110863.000000 Penalty: 5257.725586
	Iteration 34Q: 3 clusters Score -5110863 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -5110912.000000 Penalty: 5257.725586
	Iteration 35Q: 3 clusters Score -5110912 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -5110961.000000 Penalty: 5257.725586
	Iteration 36Q: 3 clusters Score -5110961 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -5111014.500000 Penalty: 5257.725586
	Iteration 37Q: 3 clusters Score -5111014 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -5111046.000000 Penalty: 5257.725586
	Iteration 38Q: 3 clusters Score -5111046 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -5111072.500000 Penalty: 5257.725586
	Iteration 39Q: 3 clusters Score -5111072 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -5111095.500000 Penalty: 5257.725586
	Iteration 40F: 3 clusters Score -5111096 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5111107.000000 Penalty: 5257.725586
	Iteration 41Q: 3 clusters Score -5111107 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5111123.500000 Penalty: 5257.725586
	Iteration 42Q: 3 clusters Score -5111124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -5111129.500000 Penalty: 5257.725586
	Iteration 43Q: 3 clusters Score -5111130 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5111150.500000 Penalty: 5257.725586
	Iteration 44Q: 3 clusters Score -5111150 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5111157.500000 Penalty: 5257.725586
	Iteration 45Q: 3 clusters Score -5111158 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5111193.000000 Penalty: 5257.725586
	Iteration 46Q: 3 clusters Score -5111193 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -5111209.000000 Penalty: 5257.725586
	Iteration 47Q: 3 clusters Score -5111209 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5111220.000000 Penalty: 5257.725586
	Iteration 48Q: 3 clusters Score -5111220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5111223.000000 Penalty: 5257.725586
	Iteration 49Q: 3 clusters Score -5111223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5111222.500000 Penalty: 5257.725586
	Iteration 50Q: 3 clusters Score -5111222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5111238.000000 Penalty: 5257.725586
	Iteration 51Q: 3 clusters Score -5111238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5111243.500000 Penalty: 5257.725586
	Iteration 52Q: 3 clusters Score -5111244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5111254.000000 Penalty: 5257.725586
	Iteration 53Q: 3 clusters Score -5111254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5111260.500000 Penalty: 5257.725586
	Iteration 54Q: 3 clusters Score -5111260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5111259.000000 Penalty: 5257.725586
	Iteration 55Q: 3 clusters Score -5111259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5111273.000000 Penalty: 5257.725586
	Iteration 56Q: 3 clusters Score -5111273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5111273.500000 Penalty: 5257.725586
	Iteration 57Q: 3 clusters Score -5111274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5111292.000000 Penalty: 5257.725586
	Iteration 58Q: 3 clusters Score -5111292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5111300.000000 Penalty: 5257.725586
	Iteration 59Q: 3 clusters Score -5111300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5111305.500000 Penalty: 5257.725586
	Iteration 60F: 3 clusters Score -5111306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5111309.500000 Penalty: 5257.725586
	Iteration 61Q: 3 clusters Score -5111310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5111320.500000 Penalty: 5257.725586
	Iteration 62Q: 3 clusters Score -5111320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5111328.500000 Penalty: 5257.725586
	Iteration 63Q: 3 clusters Score -5111328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5111328.500000 Penalty: 5257.725586
	Iteration 64Q: 3 clusters Score -5111328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5111328.000000 Penalty: 5257.725586
	Iteration 65Q: 3 clusters Score -5111328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5111332.000000 Penalty: 5257.725586
	Iteration 66Q: 3 clusters Score -5111332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5111333.500000 Penalty: 5257.725586
	Iteration 67Q: 3 clusters Score -5111334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5111335.500000 Penalty: 5257.725586
	Iteration 68Q: 3 clusters Score -5111336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5111335.500000 Penalty: 5257.725586
	Iteration 69Q: 3 clusters Score -5111336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5111334.500000 Penalty: 5257.725586
	Iteration 70Q: 3 clusters Score -5111334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5111333.500000 Penalty: 5257.725586
	Iteration 71Q: 3 clusters Score -5111334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5111330.500000 Penalty: 5257.725586
	Iteration 72Q: 3 clusters Score -5111330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5111330.500000 Penalty: 5257.725586
	Iteration 73F: 3 clusters Score -5111330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Entering Unmasked Estep 
Score: -5992200.500000 Penalty: 2668.618652
	Iteration 0F: 2 clusters Score -5992200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -5960370.000000 Penalty: 5337.237305
	Iteration 0F: 3 clusters Score -5960370 nChanged 21650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -5972211.500000 Penalty: 5337.237305
	Iteration 1F: 3 clusters Score -5972212 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -5972653.000000 Penalty: 5337.237305
	Iteration 2Q: 3 clusters Score -5972653 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -5973090.500000 Penalty: 5337.237305
	Iteration 3Q: 3 clusters Score -5973090 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -5973498.500000 Penalty: 5337.237305
	Iteration 4Q: 3 clusters Score -5973498 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -5974035.000000 Penalty: 5337.237305
	Iteration 5Q: 3 clusters Score -5974035 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -5974695.000000 Penalty: 5337.237305
	Iteration 6Q: 3 clusters Score -5974695 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -5975831.500000 Penalty: 5337.237305
	Iteration 7Q: 3 clusters Score -5975832 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -5977608.500000 Penalty: 5337.237305
	Iteration 8F: 3 clusters Score -5977608 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -5980316.000000 Penalty: 5337.237305
	Iteration 9F: 3 clusters Score -5980316 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -5983698.000000 Penalty: 5337.237305
	Iteration 10F: 3 clusters Score -5983698 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5986708.000000 Penalty: 5337.237305
	Iteration 11F: 3 clusters Score -5986708 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5988499.000000 Penalty: 5337.237305
	Iteration 12Q: 3 clusters Score -5988499 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5989259.000000 Penalty: 5337.237305
	Iteration 13Q: 3 clusters Score -5989259 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5989543.000000 Penalty: 5337.237305
	Iteration 14Q: 3 clusters Score -5989543 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5989656.000000 Penalty: 5337.237305
	Iteration 15Q: 3 clusters Score -5989656 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5989711.500000 Penalty: 5337.237305
	Iteration 16Q: 3 clusters Score -5989712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5989748.000000 Penalty: 5337.237305
	Iteration 17Q: 3 clusters Score -5989748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5989767.500000 Penalty: 5337.237305
	Iteration 18Q: 3 clusters Score -5989768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5989787.500000 Penalty: 5337.237305
	Iteration 19Q: 3 clusters Score -5989788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5989799.500000 Penalty: 5337.237305
	Iteration 20F: 3 clusters Score -5989800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5989805.500000 Penalty: 5337.237305
	Iteration 21Q: 3 clusters Score -5989806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5989823.000000 Penalty: 5337.237305
	Iteration 22Q: 3 clusters Score -5989823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5989828.000000 Penalty: 5337.237305
	Iteration 23Q: 3 clusters Score -5989828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5989828.000000 Penalty: 5337.237305
	Iteration 24Q: 3 clusters Score -5989828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5989837.500000 Penalty: 5337.237305
	Iteration 25Q: 3 clusters Score -5989838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5989846.000000 Penalty: 5337.237305
	Iteration 26Q: 3 clusters Score -5989846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5989846.000000 Penalty: 5337.237305
	Iteration 27Q: 3 clusters Score -5989846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5989852.500000 Penalty: 5337.237305
	Iteration 28Q: 3 clusters Score -5989852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5989853.000000 Penalty: 5337.237305
	Iteration 29Q: 3 clusters Score -5989853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5989854.500000 Penalty: 5337.237305
	Iteration 30Q: 3 clusters Score -5989854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5989854.500000 Penalty: 5337.237305
	Iteration 31Q: 3 clusters Score -5989854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5989860.000000 Penalty: 5337.237305
	Iteration 32Q: 3 clusters Score -5989860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5989859.500000 Penalty: 5337.237305
	Iteration 33Q: 3 clusters Score -5989860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5989862.500000 Penalty: 5337.237305
	Iteration 34Q: 3 clusters Score -5989862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5989870.000000 Penalty: 5337.237305
	Iteration 35Q: 3 clusters Score -5989870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5989875.500000 Penalty: 5337.237305
	Iteration 36Q: 3 clusters Score -5989876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5989883.500000 Penalty: 5337.237305
	Iteration 37Q: 3 clusters Score -5989884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5989894.000000 Penalty: 5337.237305
	Iteration 38Q: 3 clusters Score -5989894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5989898.500000 Penalty: 5337.237305
	Iteration 39Q: 3 clusters Score -5989898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -5989898.500000 Penalty: 5337.237305
	Iteration 40F: 3 clusters Score -5989898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Entering Unmasked Estep 
Score: -397148.968750 Penalty: 1992.909912
	Iteration 0F: 2 clusters Score -397149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -393876.406250 Penalty: 3985.819824
	Iteration 0F: 3 clusters Score -393876.4 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -394533.812500 Penalty: 3985.819824
	Iteration 1F: 3 clusters Score -394533.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -394683.468750 Penalty: 3985.819824
	Iteration 2F: 3 clusters Score -394683.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -394773.343750 Penalty: 3985.819824
	Iteration 3Q: 3 clusters Score -394773.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -394838.718750 Penalty: 3985.819824
	Iteration 4Q: 3 clusters Score -394838.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -394897.625000 Penalty: 3985.819824
	Iteration 5Q: 3 clusters Score -394897.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -394936.312500 Penalty: 3985.819824
	Iteration 6Q: 3 clusters Score -394936.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -394961.750000 Penalty: 3985.819824
	Iteration 7Q: 3 clusters Score -394961.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -394982.312500 Penalty: 3985.819824
	Iteration 8Q: 3 clusters Score -394982.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -394995.093750 Penalty: 3985.819824
	Iteration 9Q: 3 clusters Score -394995.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -395010.437500 Penalty: 3985.819824
	Iteration 10Q: 3 clusters Score -395010.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -395021.093750 Penalty: 3985.819824
	Iteration 11Q: 3 clusters Score -395021.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -395025.343750 Penalty: 3985.819824
	Iteration 12Q: 3 clusters Score -395025.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -395028.156250 Penalty: 3985.819824
	Iteration 13Q: 3 clusters Score -395028.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -395029.468750 Penalty: 3985.819824
	Iteration 14Q: 3 clusters Score -395029.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -395030.968750 Penalty: 3985.819824
	Iteration 15Q: 3 clusters Score -395031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -395032.031250 Penalty: 3985.819824
	Iteration 16Q: 3 clusters Score -395032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -395032.187500 Penalty: 3985.819824
	Iteration 17Q: 3 clusters Score -395032.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -395032.187500 Penalty: 3985.819824
	Iteration 18F: 3 clusters Score -395032.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Entering Unmasked Estep 
Score: -1606744.875000 Penalty: 2357.799072
	Iteration 0F: 2 clusters Score -1606745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1597017.000000 Penalty: 4715.598145
	Iteration 0F: 3 clusters Score -1597017 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1600477.875000 Penalty: 4715.598145
	Iteration 1F: 3 clusters Score -1600478 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1601023.875000 Penalty: 4715.598145
	Iteration 2F: 3 clusters Score -1601024 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1601436.250000 Penalty: 4715.598145
	Iteration 3F: 3 clusters Score -1601436 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1601762.750000 Penalty: 4715.598145
	Iteration 4Q: 3 clusters Score -1601763 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1602035.875000 Penalty: 4715.598145
	Iteration 5Q: 3 clusters Score -1602036 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1602285.375000 Penalty: 4715.598145
	Iteration 6Q: 3 clusters Score -1602285 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1602577.750000 Penalty: 4715.598145
	Iteration 7Q: 3 clusters Score -1602578 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1602939.750000 Penalty: 4715.598145
	Iteration 8Q: 3 clusters Score -1602940 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1603390.250000 Penalty: 4715.598145
	Iteration 9Q: 3 clusters Score -1603390 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1603936.750000 Penalty: 4715.598145
	Iteration 10F: 3 clusters Score -1603937 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1604447.625000 Penalty: 4715.598145
	Iteration 11Q: 3 clusters Score -1604448 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1604869.250000 Penalty: 4715.598145
	Iteration 12Q: 3 clusters Score -1604869 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1605124.500000 Penalty: 4715.598145
	Iteration 13Q: 3 clusters Score -1605124 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1605300.125000 Penalty: 4715.598145
	Iteration 14Q: 3 clusters Score -1605300 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1605412.750000 Penalty: 4715.598145
	Iteration 15Q: 3 clusters Score -1605413 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1605487.875000 Penalty: 4715.598145
	Iteration 16Q: 3 clusters Score -1605488 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1605539.875000 Penalty: 4715.598145
	Iteration 17Q: 3 clusters Score -1605540 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1605577.750000 Penalty: 4715.598145
	Iteration 18Q: 3 clusters Score -1605578 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1605600.500000 Penalty: 4715.598145
	Iteration 19Q: 3 clusters Score -1605600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1605627.750000 Penalty: 4715.598145
	Iteration 20F: 3 clusters Score -1605628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1605656.750000 Penalty: 4715.598145
	Iteration 21Q: 3 clusters Score -1605657 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1605674.875000 Penalty: 4715.598145
	Iteration 22Q: 3 clusters Score -1605675 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1605707.125000 Penalty: 4715.598145
	Iteration 23Q: 3 clusters Score -1605707 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1605767.500000 Penalty: 4715.598145
	Iteration 24Q: 3 clusters Score -1605768 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1605811.000000 Penalty: 4715.598145
	Iteration 25Q: 3 clusters Score -1605811 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1605865.625000 Penalty: 4715.598145
	Iteration 26Q: 3 clusters Score -1605866 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1605903.625000 Penalty: 4715.598145
	Iteration 27Q: 3 clusters Score -1605904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1605927.250000 Penalty: 4715.598145
	Iteration 28Q: 3 clusters Score -1605927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1605942.125000 Penalty: 4715.598145
	Iteration 29Q: 3 clusters Score -1605942 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1605964.000000 Penalty: 4715.598145
	Iteration 30Q: 3 clusters Score -1605964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1605976.125000 Penalty: 4715.598145
	Iteration 31Q: 3 clusters Score -1605976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1605992.375000 Penalty: 4715.598145
	Iteration 32Q: 3 clusters Score -1605992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1605995.000000 Penalty: 4715.598145
	Iteration 33Q: 3 clusters Score -1605995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1605995.750000 Penalty: 4715.598145
	Iteration 34Q: 3 clusters Score -1605996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1605995.375000 Penalty: 4715.598145
	Iteration 35Q: 3 clusters Score -1605995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1606002.375000 Penalty: 4715.598145
	Iteration 36Q: 3 clusters Score -1606002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1606007.250000 Penalty: 4715.598145
	Iteration 37Q: 3 clusters Score -1606007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1606004.250000 Penalty: 4715.598145
	Iteration 38Q: 3 clusters Score -1606004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1606005.500000 Penalty: 4715.598145
	Iteration 39Q: 3 clusters Score -1606006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1606012.750000 Penalty: 4715.598145
	Iteration 40F: 3 clusters Score -1606013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1606018.375000 Penalty: 4715.598145
	Iteration 41Q: 3 clusters Score -1606018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1606021.750000 Penalty: 4715.598145
	Iteration 42Q: 3 clusters Score -1606022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1606030.250000 Penalty: 4715.598145
	Iteration 43Q: 3 clusters Score -1606030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1606038.625000 Penalty: 4715.598145
	Iteration 44Q: 3 clusters Score -1606039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1606043.375000 Penalty: 4715.598145
	Iteration 45Q: 3 clusters Score -1606043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1606052.875000 Penalty: 4715.598145
	Iteration 46Q: 3 clusters Score -1606053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1606057.000000 Penalty: 4715.598145
	Iteration 47Q: 3 clusters Score -1606057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1606064.375000 Penalty: 4715.598145
	Iteration 48Q: 3 clusters Score -1606064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1606067.500000 Penalty: 4715.598145
	Iteration 49Q: 3 clusters Score -1606068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1606071.250000 Penalty: 4715.598145
	Iteration 50Q: 3 clusters Score -1606071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1606071.625000 Penalty: 4715.598145
	Iteration 51Q: 3 clusters Score -1606072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1606075.375000 Penalty: 4715.598145
	Iteration 52Q: 3 clusters Score -1606075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1606085.375000 Penalty: 4715.598145
	Iteration 53Q: 3 clusters Score -1606085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1606084.000000 Penalty: 4715.598145
	Iteration 54Q: 3 clusters Score -1606084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1606089.750000 Penalty: 4715.598145
	Iteration 55Q: 3 clusters Score -1606090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1606091.875000 Penalty: 4715.598145
	Iteration 56Q: 3 clusters Score -1606092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1606093.750000 Penalty: 4715.598145
	Iteration 57Q: 3 clusters Score -1606094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1606090.625000 Penalty: 4715.598145
	Iteration 58Q: 3 clusters Score -1606091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1606095.000000 Penalty: 4715.598145
	Iteration 59Q: 3 clusters Score -1606095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1606092.625000 Penalty: 4715.598145
	Iteration 60F: 3 clusters Score -1606093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1606098.125000 Penalty: 4715.598145
	Iteration 61Q: 3 clusters Score -1606098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1606098.625000 Penalty: 4715.598145
	Iteration 62Q: 3 clusters Score -1606099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1606098.625000 Penalty: 4715.598145
	Iteration 63F: 3 clusters Score -1606099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Entering Unmasked Estep 
Score: -291863.906250 Penalty: 1938.271362
	Iteration 0F: 2 clusters Score -291863.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -288981.812500 Penalty: 3876.542725
	Iteration 0F: 3 clusters Score -288981.8 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -290107.562500 Penalty: 3876.542725
	Iteration 1F: 3 clusters Score -290107.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -291383.468750 Penalty: 3876.542725
	Iteration 2F: 3 clusters Score -291383.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -292620.906250 Penalty: 3876.542725
	Iteration 3F: 3 clusters Score -292620.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -293486.531250 Penalty: 3876.542725
	Iteration 4F: 3 clusters Score -293486.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -293826.937500 Penalty: 3876.542725
	Iteration 5Q: 3 clusters Score -293826.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -293922.906250 Penalty: 3876.542725
	Iteration 6Q: 3 clusters Score -293922.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -293952.093750 Penalty: 3876.542725
	Iteration 7Q: 3 clusters Score -293952.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -293955.906250 Penalty: 3876.542725
	Iteration 8Q: 3 clusters Score -293955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -293959.437500 Penalty: 3876.542725
	Iteration 9Q: 3 clusters Score -293959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -293960.250000 Penalty: 3876.542725
	Iteration 10Q: 3 clusters Score -293960.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -293960.250000 Penalty: 3876.542725
	Iteration 11F: 3 clusters Score -293960.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 170126 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 659 members 
Mstep: Class 5 contains 53299 members 
Mstep: Class 6 contains 317843 members 
Mstep: Class 7 contains 2014 members 
Mstep: Class 8 contains 160417 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 13 contains 114067 members 
Mstep: Class 14 contains 40145 members 
Mstep: Class 15 contains 47125 members 
Mstep: Class 16 contains 3090 members 
Mstep: Class 17 contains 13457 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 22 contains 1601 members 
Mstep: Class 23 contains 32330 members 
Entering Unmasked Estep 
Score: -119251760.000000 Penalty: 61513.308594
Splitting cluster 19 changes total score from -119247048.000000 to -119251760.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 22 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -140997.906250 Penalty: 1829.839111
	Iteration 0F: 2 clusters Score -140997.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -139200.125000 Penalty: 3659.678223
	Iteration 0F: 3 clusters Score -139200.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -142742.453125 Penalty: 3659.678223
	Iteration 1F: 3 clusters Score -142742.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -144839.015625 Penalty: 3659.678223
	Iteration 2F: 3 clusters Score -144839 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -145395.484375 Penalty: 3659.678223
	Iteration 3F: 3 clusters Score -145395.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -145769.796875 Penalty: 3659.678223
	Iteration 4Q: 3 clusters Score -145769.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -145949.500000 Penalty: 3659.678223
	Iteration 5Q: 3 clusters Score -145949.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -145958.984375 Penalty: 3659.678223
	Iteration 6Q: 3 clusters Score -145959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -145960.187500 Penalty: 3659.678223
	Iteration 7Q: 3 clusters Score -145960.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -145961.531250 Penalty: 3659.678223
	Iteration 8Q: 3 clusters Score -145961.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -145962.468750 Penalty: 3659.678223
	Iteration 9Q: 3 clusters Score -145962.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -145988.968750 Penalty: 3659.678223
	Iteration 10F: 3 clusters Score -145989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -146023.250000 Penalty: 3659.678223
	Iteration 11Q: 3 clusters Score -146023.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -146025.578125 Penalty: 3659.678223
	Iteration 12Q: 3 clusters Score -146025.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -146027.609375 Penalty: 3659.678223
	Iteration 13Q: 3 clusters Score -146027.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -146028.968750 Penalty: 3659.678223
	Iteration 14Q: 3 clusters Score -146029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -146030.296875 Penalty: 3659.678223
	Iteration 15Q: 3 clusters Score -146030.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -146032.296875 Penalty: 3659.678223
	Iteration 16Q: 3 clusters Score -146032.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -146033.375000 Penalty: 3659.678223
	Iteration 17Q: 3 clusters Score -146033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -146033.375000 Penalty: 3659.678223
	Iteration 18F: 3 clusters Score -146033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 170126 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 659 members 
Mstep: Class 5 contains 53299 members 
Mstep: Class 6 contains 317843 members 
Mstep: Class 7 contains 2014 members 
Mstep: Class 8 contains 160417 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 13 contains 114067 members 
Mstep: Class 14 contains 40145 members 
Mstep: Class 15 contains 47125 members 
Mstep: Class 16 contains 3090 members 
Mstep: Class 17 contains 13457 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 32330 members 
Entering Unmasked Estep 
Score: -119255088.000000 Penalty: 64930.714844
Splitting cluster 22 changes total score from -119247048.000000 to -119255088.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 23 (32330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Entering Unmasked Estep 
Score: -4127478.250000 Penalty: 2575.170166
	Iteration 0F: 2 clusters Score -4127478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -4105182.000000 Penalty: 5150.340332
	Iteration 0F: 3 clusters Score -4105182 nChanged 14708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -4113313.750000 Penalty: 5150.340332
	Iteration 1F: 3 clusters Score -4113314 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -4113866.250000 Penalty: 5150.340332
	Iteration 2Q: 3 clusters Score -4113866 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -4114412.000000 Penalty: 5150.340332
	Iteration 3Q: 3 clusters Score -4114412 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -4115008.750000 Penalty: 5150.340332
	Iteration 4Q: 3 clusters Score -4115009 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -4115787.000000 Penalty: 5150.340332
	Iteration 5Q: 3 clusters Score -4115787 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -4116927.250000 Penalty: 5150.340332
	Iteration 6F: 3 clusters Score -4116927 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -4118577.250000 Penalty: 5150.340332
	Iteration 7F: 3 clusters Score -4118577 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -4120701.500000 Penalty: 5150.340332
	Iteration 8F: 3 clusters Score -4120702 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -4122733.500000 Penalty: 5150.340332
	Iteration 9F: 3 clusters Score -4122734 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -4124110.000000 Penalty: 5150.340332
	Iteration 10Q: 3 clusters Score -4124110 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -4124876.500000 Penalty: 5150.340332
	Iteration 11Q: 3 clusters Score -4124876 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -4125232.250000 Penalty: 5150.340332
	Iteration 12Q: 3 clusters Score -4125232 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -4125425.500000 Penalty: 5150.340332
	Iteration 13Q: 3 clusters Score -4125426 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -4125500.250000 Penalty: 5150.340332
	Iteration 14Q: 3 clusters Score -4125500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -4125528.250000 Penalty: 5150.340332
	Iteration 15Q: 3 clusters Score -4125528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -4125550.750000 Penalty: 5150.340332
	Iteration 16Q: 3 clusters Score -4125551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -4125570.250000 Penalty: 5150.340332
	Iteration 17Q: 3 clusters Score -4125570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -4125585.250000 Penalty: 5150.340332
	Iteration 18Q: 3 clusters Score -4125585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -4125593.250000 Penalty: 5150.340332
	Iteration 19Q: 3 clusters Score -4125593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -4125604.750000 Penalty: 5150.340332
	Iteration 20F: 3 clusters Score -4125605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -4125607.000000 Penalty: 5150.340332
	Iteration 21Q: 3 clusters Score -4125607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -4125610.500000 Penalty: 5150.340332
	Iteration 22Q: 3 clusters Score -4125610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -4125608.000000 Penalty: 5150.340332
	Iteration 23Q: 3 clusters Score -4125608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -4125610.750000 Penalty: 5150.340332
	Iteration 24Q: 3 clusters Score -4125611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -4125612.500000 Penalty: 5150.340332
	Iteration 25Q: 3 clusters Score -4125612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -4125615.500000 Penalty: 5150.340332
	Iteration 26Q: 3 clusters Score -4125616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -4125620.750000 Penalty: 5150.340332
	Iteration 27Q: 3 clusters Score -4125621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -4125619.500000 Penalty: 5150.340332
	Iteration 28Q: 3 clusters Score -4125620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -4125621.000000 Penalty: 5150.340332
	Iteration 29Q: 3 clusters Score -4125621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -4125621.000000 Penalty: 5150.340332
	Iteration 30F: 3 clusters Score -4125621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 170126 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 5 contains 53299 members 
Mstep: Class 6 contains 317843 members 
Mstep: Class 8 contains 160417 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 13 contains 114067 members 
Mstep: Class 14 contains 40145 members 
Mstep: Class 15 contains 47125 members 
Mstep: Class 16 contains 3090 members 
Mstep: Class 17 contains 13457 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 32330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119256256.000000 Penalty: 64930.714844
Iteration 39Q: 20 clusters Score -1.192563e+08 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 170706 members 
Mstep: Class 3 contains 2438 members 
Mstep: Class 4 contains 659 members 
Mstep: Class 5 contains 53714 members 
Mstep: Class 6 contains 317184 members 
Mstep: Class 7 contains 2003 members 
Mstep: Class 8 contains 160309 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 13 contains 113952 members 
Mstep: Class 14 contains 40112 members 
Mstep: Class 15 contains 47054 members 
Mstep: Class 16 contains 3009 members 
Mstep: Class 17 contains 13422 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 22 contains 345 members 
Mstep: Class 23 contains 32372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119260024.000000 Penalty: 64930.714844
Iteration 40F: 20 clusters Score -1.1926e+08 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 171295 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 663 members 
Mstep: Class 5 contains 54122 members 
Mstep: Class 6 contains 316564 members 
Mstep: Class 7 contains 2017 members 
Mstep: Class 8 contains 159900 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 4617 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 114182 members 
Mstep: Class 14 contains 40096 members 
Mstep: Class 15 contains 46924 members 
Mstep: Class 16 contains 2927 members 
Mstep: Class 17 contains 13383 members 
Mstep: Class 19 contains 561 members 
Mstep: Class 22 contains 303 members 
Mstep: Class 23 contains 32389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119263680.000000 Penalty: 64930.714844
Iteration 41Q: 20 clusters Score -1.192637e+08 nChanged 9578
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 171795 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 664 members 
Mstep: Class 5 contains 54469 members 
Mstep: Class 6 contains 316022 members 
Mstep: Class 7 contains 2023 members 
Mstep: Class 8 contains 159546 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 4643 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 114448 members 
Mstep: Class 14 contains 40078 members 
Mstep: Class 15 contains 46822 members 
Mstep: Class 16 contains 2812 members 
Mstep: Class 17 contains 13345 members 
Mstep: Class 19 contains 594 members 
Mstep: Class 22 contains 287 members 
Mstep: Class 23 contains 32397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119266168.000000 Penalty: 64930.714844
Iteration 42Q: 20 clusters Score -1.192662e+08 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 172254 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 664 members 
Mstep: Class 5 contains 54813 members 
Mstep: Class 6 contains 315597 members 
Mstep: Class 7 contains 2025 members 
Mstep: Class 8 contains 159228 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 4661 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 114641 members 
Mstep: Class 14 contains 40069 members 
Mstep: Class 15 contains 46728 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 13294 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 22 contains 285 members 
Mstep: Class 23 contains 32390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119267888.000000 Penalty: 64930.714844
Iteration 43Q: 20 clusters Score -1.192679e+08 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 172669 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 664 members 
Mstep: Class 5 contains 55125 members 
Mstep: Class 6 contains 315199 members 
Mstep: Class 7 contains 2027 members 
Mstep: Class 8 contains 158881 members 
Mstep: Class 9 contains 1251 members 
Mstep: Class 10 contains 4672 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 114846 members 
Mstep: Class 14 contains 40083 members 
Mstep: Class 15 contains 46673 members 
Mstep: Class 16 contains 2550 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 22 contains 289 members 
Mstep: Class 23 contains 32411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119269448.000000 Penalty: 64930.714844
Iteration 44Q: 20 clusters Score -1.192694e+08 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 173137 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 664 members 
Mstep: Class 5 contains 55415 members 
Mstep: Class 6 contains 314901 members 
Mstep: Class 7 contains 2027 members 
Mstep: Class 8 contains 158510 members 
Mstep: Class 9 contains 1242 members 
Mstep: Class 10 contains 4685 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 115068 members 
Mstep: Class 14 contains 40058 members 
Mstep: Class 15 contains 46599 members 
Mstep: Class 16 contains 2369 members 
Mstep: Class 17 contains 13224 members 
Mstep: Class 19 contains 609 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 32397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119271488.000000 Penalty: 64930.714844
Iteration 45Q: 20 clusters Score -1.192715e+08 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 173533 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 664 members 
Mstep: Class 5 contains 55715 members 
Mstep: Class 6 contains 314649 members 
Mstep: Class 7 contains 2027 members 
Mstep: Class 8 contains 158069 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 4700 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 115368 members 
Mstep: Class 14 contains 40032 members 
Mstep: Class 15 contains 46543 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 13217 members 
Mstep: Class 19 contains 611 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 32361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119272272.000000 Penalty: 64930.714844
Iteration 46Q: 20 clusters Score -1.192723e+08 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 173807 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 664 members 
Mstep: Class 5 contains 55978 members 
Mstep: Class 6 contains 314434 members 
Mstep: Class 7 contains 2029 members 
Mstep: Class 8 contains 157704 members 
Mstep: Class 9 contains 1225 members 
Mstep: Class 10 contains 4711 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 115683 members 
Mstep: Class 14 contains 40007 members 
Mstep: Class 15 contains 46550 members 
Mstep: Class 16 contains 1983 members 
Mstep: Class 17 contains 13196 members 
Mstep: Class 19 contains 611 members 
Mstep: Class 22 contains 313 members 
Mstep: Class 23 contains 32308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3389.909180 but Gain 3417.406250
Score: -119272992.000000 Penalty: 61513.308594
Iteration 47Q: 19 clusters Score -1.19273e+08 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 174161 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 664 members 
Mstep: Class 5 contains 56213 members 
Mstep: Class 6 contains 314295 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 8 contains 157414 members 
Mstep: Class 9 contains 1219 members 
Mstep: Class 10 contains 4723 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 117539 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 46557 members 
Mstep: Class 17 contains 13201 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 22 contains 318 members 
Mstep: Class 23 contains 32264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275408.000000 Penalty: 61513.308594
Iteration 48Q: 19 clusters Score -1.192754e+08 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 174407 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 664 members 
Mstep: Class 5 contains 56466 members 
Mstep: Class 6 contains 314215 members 
Mstep: Class 7 contains 2029 members 
Mstep: Class 8 contains 156937 members 
Mstep: Class 9 contains 1215 members 
Mstep: Class 10 contains 4738 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 117693 members 
Mstep: Class 14 contains 39956 members 
Mstep: Class 15 contains 46553 members 
Mstep: Class 17 contains 13182 members 
Mstep: Class 19 contains 611 members 
Mstep: Class 22 contains 322 members 
Mstep: Class 23 contains 32214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119275688.000000 Penalty: 61513.308594
Iteration 49Q: 19 clusters Score -1.192757e+08 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 174685 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 664 members 
Mstep: Class 5 contains 56714 members 
Mstep: Class 6 contains 314076 members 
Mstep: Class 7 contains 2029 members 
Mstep: Class 8 contains 156564 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 4753 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 117745 members 
Mstep: Class 14 contains 39929 members 
Mstep: Class 15 contains 46545 members 
Mstep: Class 17 contains 13173 members 
Mstep: Class 19 contains 612 members 
Mstep: Class 22 contains 328 members 
Mstep: Class 23 contains 32177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276600.000000 Penalty: 61513.308594
Iteration 50Q: 19 clusters Score -1.192766e+08 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 174898 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 664 members 
Mstep: Class 5 contains 56955 members 
Mstep: Class 6 contains 313929 members 
Mstep: Class 7 contains 2027 members 
Mstep: Class 8 contains 156358 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 4759 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 117732 members 
Mstep: Class 14 contains 39896 members 
Mstep: Class 15 contains 46535 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 19 contains 613 members 
Mstep: Class 22 contains 337 members 
Mstep: Class 23 contains 32138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119277176.000000 Penalty: 61513.308594
Iteration 51Q: 19 clusters Score -1.192772e+08 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 175101 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 664 members 
Mstep: Class 5 contains 57146 members 
Mstep: Class 6 contains 313863 members 
Mstep: Class 7 contains 2027 members 
Mstep: Class 8 contains 156195 members 
Mstep: Class 9 contains 1189 members 
Mstep: Class 10 contains 4764 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 117647 members 
Mstep: Class 14 contains 39849 members 
Mstep: Class 15 contains 46515 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 22 contains 346 members 
Mstep: Class 23 contains 32120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119277176.000000 Penalty: 61513.308594
Iteration 52Q: 19 clusters Score -1.192772e+08 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 175230 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 664 members 
Mstep: Class 5 contains 57340 members 
Mstep: Class 6 contains 313723 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 8 contains 156154 members 
Mstep: Class 9 contains 1180 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 13 contains 117555 members 
Mstep: Class 14 contains 39805 members 
Mstep: Class 15 contains 46513 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 19 contains 616 members 
Mstep: Class 22 contains 355 members 
Mstep: Class 23 contains 32103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119277952.000000 Penalty: 61513.308594
Iteration 53Q: 19 clusters Score -1.19278e+08 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 175296 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 664 members 
Mstep: Class 5 contains 57508 members 
Mstep: Class 6 contains 313702 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 8 contains 156190 members 
Mstep: Class 9 contains 1176 members 
Mstep: Class 10 contains 4782 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 13 contains 117352 members 
Mstep: Class 14 contains 39783 members 
Mstep: Class 15 contains 46497 members 
Mstep: Class 17 contains 13165 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 32088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119278248.000000 Penalty: 61513.308594
Iteration 54Q: 19 clusters Score -1.192782e+08 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 175350 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 664 members 
Mstep: Class 5 contains 57669 members 
Mstep: Class 6 contains 313637 members 
Mstep: Class 7 contains 2028 members 
Mstep: Class 8 contains 156243 members 
Mstep: Class 9 contains 1171 members 
Mstep: Class 10 contains 4788 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 13 contains 117184 members 
Mstep: Class 14 contains 39768 members 
Mstep: Class 15 contains 46476 members 
Mstep: Class 17 contains 13167 members 
Mstep: Class 19 contains 617 members 
Mstep: Class 22 contains 360 members 
Mstep: Class 23 contains 32081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119278512.000000 Penalty: 61513.308594
Iteration 55Q: 19 clusters Score -1.192785e+08 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 175393 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 664 members 
Mstep: Class 5 contains 57834 members 
Mstep: Class 6 contains 313570 members 
Mstep: Class 7 contains 2029 members 
Mstep: Class 8 contains 156382 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 4796 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 13 contains 116947 members 
Mstep: Class 14 contains 39754 members 
Mstep: Class 15 contains 46458 members 
Mstep: Class 17 contains 13170 members 
Mstep: Class 19 contains 613 members 
Mstep: Class 22 contains 364 members 
Mstep: Class 23 contains 32061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119278648.000000 Penalty: 61513.308594
Iteration 56Q: 19 clusters Score -1.192786e+08 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 175426 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 664 members 
Mstep: Class 5 contains 57995 members 
Mstep: Class 6 contains 313512 members 
Mstep: Class 7 contains 2031 members 
Mstep: Class 8 contains 156532 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 4804 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 13 contains 116696 members 
Mstep: Class 14 contains 39739 members 
Mstep: Class 15 contains 46445 members 
Mstep: Class 17 contains 13163 members 
Mstep: Class 19 contains 610 members 
Mstep: Class 22 contains 364 members 
Mstep: Class 23 contains 32053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119278688.000000 Penalty: 61513.308594
Iteration 57Q: 19 clusters Score -1.192787e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 175436 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 664 members 
Mstep: Class 5 contains 58144 members 
Mstep: Class 6 contains 313525 members 
Mstep: Class 7 contains 2031 members 
Mstep: Class 8 contains 156644 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 4815 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 13 contains 116422 members 
Mstep: Class 14 contains 39748 members 
Mstep: Class 15 contains 46421 members 
Mstep: Class 17 contains 13165 members 
Mstep: Class 19 contains 608 members 
Mstep: Class 22 contains 364 members 
Mstep: Class 23 contains 32047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119278520.000000 Penalty: 61513.308594
Iteration 58Q: 19 clusters Score -1.192785e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 175409 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 664 members 
Mstep: Class 5 contains 58296 members 
Mstep: Class 6 contains 313488 members 
Mstep: Class 7 contains 2033 members 
Mstep: Class 8 contains 156829 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 4825 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 13 contains 116157 members 
Mstep: Class 14 contains 39744 members 
Mstep: Class 15 contains 46404 members 
Mstep: Class 17 contains 13169 members 
Mstep: Class 19 contains 606 members 
Mstep: Class 22 contains 364 members 
Mstep: Class 23 contains 32046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119278736.000000 Penalty: 61513.308594
Iteration 59Q: 19 clusters Score -1.192787e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 175366 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 664 members 
Mstep: Class 5 contains 58439 members 
Mstep: Class 6 contains 313507 members 
Mstep: Class 7 contains 2034 members 
Mstep: Class 8 contains 157013 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 4834 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 13 contains 115882 members 
Mstep: Class 14 contains 39740 members 
Mstep: Class 15 contains 46392 members 
Mstep: Class 17 contains 13174 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 22 contains 364 members 
Mstep: Class 23 contains 32020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119278968.000000 Penalty: 61513.308594
Iteration 60F: 19 clusters Score -1.19279e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 175281 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 58575 members 
Mstep: Class 6 contains 313500 members 
Mstep: Class 7 contains 2034 members 
Mstep: Class 8 contains 157257 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 4842 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 13 contains 115639 members 
Mstep: Class 14 contains 39740 members 
Mstep: Class 15 contains 46359 members 
Mstep: Class 17 contains 13172 members 
Mstep: Class 19 contains 623 members 
Mstep: Class 22 contains 372 members 
Mstep: Class 23 contains 31999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119279248.000000 Penalty: 61513.308594
Iteration 61Q: 19 clusters Score -1.192792e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 175199 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 58695 members 
Mstep: Class 6 contains 313487 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 157492 members 
Mstep: Class 9 contains 1118 members 
Mstep: Class 10 contains 4849 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 13 contains 115393 members 
Mstep: Class 14 contains 39745 members 
Mstep: Class 15 contains 46337 members 
Mstep: Class 17 contains 13173 members 
Mstep: Class 19 contains 630 members 
Mstep: Class 22 contains 392 members 
Mstep: Class 23 contains 31992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119279456.000000 Penalty: 61513.308594
Iteration 62Q: 19 clusters Score -1.192795e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 175139 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 58811 members 
Mstep: Class 6 contains 313425 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 157765 members 
Mstep: Class 9 contains 1094 members 
Mstep: Class 10 contains 4860 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 13 contains 115153 members 
Mstep: Class 14 contains 39744 members 
Mstep: Class 15 contains 46315 members 
Mstep: Class 17 contains 13175 members 
Mstep: Class 19 contains 633 members 
Mstep: Class 22 contains 411 members 
Mstep: Class 23 contains 31977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119279640.000000 Penalty: 61513.308594
Iteration 63Q: 19 clusters Score -1.192796e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 175112 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 58911 members 
Mstep: Class 6 contains 313335 members 
Mstep: Class 7 contains 2034 members 
Mstep: Class 8 contains 158059 members 
Mstep: Class 9 contains 1064 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 792 members 
Mstep: Class 13 contains 114923 members 
Mstep: Class 14 contains 39724 members 
Mstep: Class 15 contains 46292 members 
Mstep: Class 17 contains 13171 members 
Mstep: Class 19 contains 633 members 
Mstep: Class 22 contains 437 members 
Mstep: Class 23 contains 31974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119280088.000000 Penalty: 61513.308594
Iteration 64Q: 19 clusters Score -1.192801e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 175078 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 59016 members 
Mstep: Class 6 contains 313196 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 158404 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 13 contains 114678 members 
Mstep: Class 14 contains 39717 members 
Mstep: Class 15 contains 46275 members 
Mstep: Class 17 contains 13163 members 
Mstep: Class 19 contains 633 members 
Mstep: Class 22 contains 464 members 
Mstep: Class 23 contains 31968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119280448.000000 Penalty: 61513.308594
Iteration 65Q: 19 clusters Score -1.192804e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 175030 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 59126 members 
Mstep: Class 6 contains 313050 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 158761 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 4879 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 13 contains 114433 members 
Mstep: Class 14 contains 39718 members 
Mstep: Class 15 contains 46259 members 
Mstep: Class 17 contains 13160 members 
Mstep: Class 19 contains 632 members 
Mstep: Class 22 contains 482 members 
Mstep: Class 23 contains 31957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119281152.000000 Penalty: 61513.308594
Iteration 66Q: 19 clusters Score -1.192812e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 175006 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 59216 members 
Mstep: Class 6 contains 312934 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 159098 members 
Mstep: Class 9 contains 1004 members 
Mstep: Class 10 contains 4884 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 13 contains 114213 members 
Mstep: Class 14 contains 39705 members 
Mstep: Class 15 contains 46230 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 19 contains 631 members 
Mstep: Class 22 contains 489 members 
Mstep: Class 23 contains 31935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119281520.000000 Penalty: 61513.308594
Iteration 67Q: 19 clusters Score -1.192815e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 174954 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 59298 members 
Mstep: Class 6 contains 312871 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 159412 members 
Mstep: Class 9 contains 1003 members 
Mstep: Class 10 contains 4886 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 13 contains 114006 members 
Mstep: Class 14 contains 39694 members 
Mstep: Class 15 contains 46203 members 
Mstep: Class 17 contains 13151 members 
Mstep: Class 19 contains 631 members 
Mstep: Class 22 contains 489 members 
Mstep: Class 23 contains 31903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119281784.000000 Penalty: 61513.308594
Iteration 68Q: 19 clusters Score -1.192818e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 174889 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 59367 members 
Mstep: Class 6 contains 312808 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 159721 members 
Mstep: Class 9 contains 1004 members 
Mstep: Class 10 contains 4886 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 13 contains 113791 members 
Mstep: Class 14 contains 39700 members 
Mstep: Class 15 contains 46196 members 
Mstep: Class 17 contains 13141 members 
Mstep: Class 19 contains 631 members 
Mstep: Class 22 contains 487 members 
Mstep: Class 23 contains 31880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282040.000000 Penalty: 61513.308594
Iteration 69Q: 19 clusters Score -1.19282e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 174815 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 59440 members 
Mstep: Class 6 contains 312732 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 160040 members 
Mstep: Class 9 contains 1003 members 
Mstep: Class 10 contains 4886 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 13 contains 113593 members 
Mstep: Class 14 contains 39692 members 
Mstep: Class 15 contains 46188 members 
Mstep: Class 17 contains 13136 members 
Mstep: Class 19 contains 631 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 31859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282176.000000 Penalty: 61513.308594
Iteration 70Q: 19 clusters Score -1.192822e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 174740 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 59517 members 
Mstep: Class 6 contains 312635 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 160352 members 
Mstep: Class 9 contains 1004 members 
Mstep: Class 10 contains 4886 members 
Mstep: Class 11 contains 793 members 
Mstep: Class 13 contains 113411 members 
Mstep: Class 14 contains 39684 members 
Mstep: Class 15 contains 46181 members 
Mstep: Class 17 contains 13131 members 
Mstep: Class 19 contains 631 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 31843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282152.000000 Penalty: 61513.308594
Iteration 71Q: 19 clusters Score -1.192822e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 174660 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 59583 members 
Mstep: Class 6 contains 312570 members 
Mstep: Class 7 contains 2034 members 
Mstep: Class 8 contains 160646 members 
Mstep: Class 9 contains 1004 members 
Mstep: Class 10 contains 4886 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 113226 members 
Mstep: Class 14 contains 39680 members 
Mstep: Class 15 contains 46167 members 
Mstep: Class 17 contains 13125 members 
Mstep: Class 19 contains 631 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 31837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282272.000000 Penalty: 61513.308594
Iteration 72Q: 19 clusters Score -1.192823e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 174578 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 59641 members 
Mstep: Class 6 contains 312535 members 
Mstep: Class 7 contains 2033 members 
Mstep: Class 8 contains 160926 members 
Mstep: Class 9 contains 1005 members 
Mstep: Class 10 contains 4886 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 13 contains 113046 members 
Mstep: Class 14 contains 39672 members 
Mstep: Class 15 contains 46153 members 
Mstep: Class 17 contains 13120 members 
Mstep: Class 19 contains 632 members 
Mstep: Class 22 contains 481 members 
Mstep: Class 23 contains 31823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282344.000000 Penalty: 61513.308594
Iteration 73Q: 19 clusters Score -1.192823e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 174508 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 59694 members 
Mstep: Class 6 contains 312504 members 
Mstep: Class 7 contains 2033 members 
Mstep: Class 8 contains 161209 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 4887 members 
Mstep: Class 11 contains 795 members 
Mstep: Class 13 contains 112846 members 
Mstep: Class 14 contains 39654 members 
Mstep: Class 15 contains 46143 members 
Mstep: Class 17 contains 13119 members 
Mstep: Class 19 contains 637 members 
Mstep: Class 22 contains 477 members 
Mstep: Class 23 contains 31812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282400.000000 Penalty: 61513.308594
Iteration 74Q: 19 clusters Score -1.192824e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 174440 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 59737 members 
Mstep: Class 6 contains 312462 members 
Mstep: Class 7 contains 2033 members 
Mstep: Class 8 contains 161495 members 
Mstep: Class 9 contains 1009 members 
Mstep: Class 10 contains 4887 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 112662 members 
Mstep: Class 14 contains 39633 members 
Mstep: Class 15 contains 46139 members 
Mstep: Class 17 contains 13120 members 
Mstep: Class 19 contains 639 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 31800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282440.000000 Penalty: 61513.308594
Iteration 75Q: 19 clusters Score -1.192824e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 174352 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 59785 members 
Mstep: Class 6 contains 312411 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 161790 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 4889 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 112492 members 
Mstep: Class 14 contains 39623 members 
Mstep: Class 15 contains 46128 members 
Mstep: Class 17 contains 13115 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 475 members 
Mstep: Class 23 contains 31789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282496.000000 Penalty: 61513.308594
Iteration 76Q: 19 clusters Score -1.192825e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 174240 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 59841 members 
Mstep: Class 6 contains 312346 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 162106 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 4889 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 112329 members 
Mstep: Class 14 contains 39617 members 
Mstep: Class 15 contains 46114 members 
Mstep: Class 17 contains 13107 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 473 members 
Mstep: Class 23 contains 31785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282536.000000 Penalty: 61513.308594
Iteration 77Q: 19 clusters Score -1.192825e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 174133 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 59877 members 
Mstep: Class 6 contains 312332 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 162398 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 4890 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 112164 members 
Mstep: Class 14 contains 39601 members 
Mstep: Class 15 contains 46098 members 
Mstep: Class 17 contains 13101 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 472 members 
Mstep: Class 23 contains 31780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282352.000000 Penalty: 61513.308594
Iteration 78Q: 19 clusters Score -1.192824e+08 nChanged 784
Entering ConstructFrom: 
Score: -119282352.000000 Penalty: 61513.308594
Entering ConstructFrom: 
Trying to split cluster 1 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -66002.109375 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -66002.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64407.519531 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -64407.52 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64583.347656 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -64583.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -64639.847656 Penalty: 3126.099121
	Iteration 2Q: 3 clusters Score -64639.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64667.082031 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -64667.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64693.035156 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -64693.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64700.191406 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -64700.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64707.609375 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -64707.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64714.824219 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -64714.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64721.472656 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -64721.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64721.472656 Penalty: 3126.099121
	Iteration 9F: 3 clusters Score -64721.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (173999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173999 members 
Entering Unmasked Estep 
Score: -21922546.000000 Penalty: 2992.567627
	Iteration 0F: 2 clusters Score -2.192255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86890 members 
Mstep: Class 2 contains 87109 members 
Entering Unmasked Estep 
Score: -21806922.000000 Penalty: 5985.135254
	Iteration 0F: 3 clusters Score -2.180692e+07 nChanged 83468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86784 members 
Mstep: Class 2 contains 87215 members 
Entering Unmasked Estep 
Score: -21855328.000000 Penalty: 5985.135254
	Iteration 1F: 3 clusters Score -2.185533e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86696 members 
Mstep: Class 2 contains 87303 members 
Entering Unmasked Estep 
Score: -21856744.000000 Penalty: 5985.135254
	Iteration 2Q: 3 clusters Score -2.185674e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86693 members 
Mstep: Class 2 contains 87306 members 
Entering Unmasked Estep 
Score: -21858408.000000 Penalty: 5985.135254
	Iteration 3Q: 3 clusters Score -2.185841e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86741 members 
Mstep: Class 2 contains 87258 members 
Entering Unmasked Estep 
Score: -21860912.000000 Penalty: 5985.135254
	Iteration 4Q: 3 clusters Score -2.186091e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86978 members 
Mstep: Class 2 contains 87021 members 
Entering Unmasked Estep 
Score: -21864344.000000 Penalty: 5985.135254
	Iteration 5Q: 3 clusters Score -2.186434e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87512 members 
Mstep: Class 2 contains 86487 members 
Entering Unmasked Estep 
Score: -21869408.000000 Penalty: 5985.135254
	Iteration 6F: 3 clusters Score -2.186941e+07 nChanged 10628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88570 members 
Mstep: Class 2 contains 85429 members 
Entering Unmasked Estep 
Score: -21876308.000000 Penalty: 5985.135254
	Iteration 7F: 3 clusters Score -2.187631e+07 nChanged 11630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90036 members 
Mstep: Class 2 contains 83963 members 
Entering Unmasked Estep 
Score: -21884524.000000 Penalty: 5985.135254
	Iteration 8F: 3 clusters Score -2.188452e+07 nChanged 11384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91762 members 
Mstep: Class 2 contains 82237 members 
Entering Unmasked Estep 
Score: -21892414.000000 Penalty: 5985.135254
	Iteration 9F: 3 clusters Score -2.189241e+07 nChanged 9290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93196 members 
Mstep: Class 2 contains 80803 members 
Entering Unmasked Estep 
Score: -21897314.000000 Penalty: 5985.135254
	Iteration 10F: 3 clusters Score -2.189731e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94494 members 
Mstep: Class 2 contains 79505 members 
Entering Unmasked Estep 
Score: -21899172.000000 Penalty: 5985.135254
	Iteration 11Q: 3 clusters Score -2.189917e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95779 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -21899924.000000 Penalty: 5985.135254
	Iteration 12Q: 3 clusters Score -2.189992e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97122 members 
Mstep: Class 2 contains 76877 members 
Entering Unmasked Estep 
Score: -21900524.000000 Penalty: 5985.135254
	Iteration 13Q: 3 clusters Score -2.190052e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98553 members 
Mstep: Class 2 contains 75446 members 
Entering Unmasked Estep 
Score: -21900908.000000 Penalty: 5985.135254
	Iteration 14Q: 3 clusters Score -2.190091e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100143 members 
Mstep: Class 2 contains 73856 members 
Entering Unmasked Estep 
Score: -21901432.000000 Penalty: 5985.135254
	Iteration 15Q: 3 clusters Score -2.190143e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101825 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -21901900.000000 Penalty: 5985.135254
	Iteration 16Q: 3 clusters Score -2.19019e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103611 members 
Mstep: Class 2 contains 70388 members 
Entering Unmasked Estep 
Score: -21902456.000000 Penalty: 5985.135254
	Iteration 17Q: 3 clusters Score -2.190246e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105411 members 
Mstep: Class 2 contains 68588 members 
Entering Unmasked Estep 
Score: -21903042.000000 Penalty: 5985.135254
	Iteration 18Q: 3 clusters Score -2.190304e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107312 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -21903632.000000 Penalty: 5985.135254
	Iteration 19Q: 3 clusters Score -2.190363e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109301 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -21904128.000000 Penalty: 5985.135254
	Iteration 20F: 3 clusters Score -2.190413e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111283 members 
Mstep: Class 2 contains 62716 members 
Entering Unmasked Estep 
Score: -21904550.000000 Penalty: 5985.135254
	Iteration 21Q: 3 clusters Score -2.190455e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113312 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -21904990.000000 Penalty: 5985.135254
	Iteration 22Q: 3 clusters Score -2.190499e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115335 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -21905506.000000 Penalty: 5985.135254
	Iteration 23Q: 3 clusters Score -2.190551e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117429 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -21905974.000000 Penalty: 5985.135254
	Iteration 24Q: 3 clusters Score -2.190597e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119632 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -21906516.000000 Penalty: 5985.135254
	Iteration 25Q: 3 clusters Score -2.190652e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121826 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -21907046.000000 Penalty: 5985.135254
	Iteration 26Q: 3 clusters Score -2.190705e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124028 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -21907532.000000 Penalty: 5985.135254
	Iteration 27Q: 3 clusters Score -2.190753e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126174 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -21908180.000000 Penalty: 5985.135254
	Iteration 28Q: 3 clusters Score -2.190818e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128409 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -21908624.000000 Penalty: 5985.135254
	Iteration 29Q: 3 clusters Score -2.190862e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130631 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -21909310.000000 Penalty: 5985.135254
	Iteration 30Q: 3 clusters Score -2.190931e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132861 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -21909938.000000 Penalty: 5985.135254
	Iteration 31Q: 3 clusters Score -2.190994e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135116 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -21910516.000000 Penalty: 5985.135254
	Iteration 32Q: 3 clusters Score -2.191052e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137405 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -21911088.000000 Penalty: 5985.135254
	Iteration 33Q: 3 clusters Score -2.191109e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139669 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -21911902.000000 Penalty: 5985.135254
	Iteration 34Q: 3 clusters Score -2.19119e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141990 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -21912524.000000 Penalty: 5985.135254
	Iteration 35Q: 3 clusters Score -2.191252e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144195 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -21913186.000000 Penalty: 5985.135254
	Iteration 36Q: 3 clusters Score -2.191319e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146335 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -21913820.000000 Penalty: 5985.135254
	Iteration 37Q: 3 clusters Score -2.191382e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148419 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -21914570.000000 Penalty: 5985.135254
	Iteration 38Q: 3 clusters Score -2.191457e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150455 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -21915306.000000 Penalty: 5985.135254
	Iteration 39Q: 3 clusters Score -2.191531e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152455 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -21915964.000000 Penalty: 5985.135254
	Iteration 40F: 3 clusters Score -2.191596e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154385 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -21916520.000000 Penalty: 5985.135254
	Iteration 41Q: 3 clusters Score -2.191652e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156244 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -21917136.000000 Penalty: 5985.135254
	Iteration 42Q: 3 clusters Score -2.191714e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157958 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -21917702.000000 Penalty: 5985.135254
	Iteration 43Q: 3 clusters Score -2.19177e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159501 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -21918162.000000 Penalty: 5985.135254
	Iteration 44Q: 3 clusters Score -2.191816e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160850 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -21918630.000000 Penalty: 5985.135254
	Iteration 45Q: 3 clusters Score -2.191863e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162066 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -21919074.000000 Penalty: 5985.135254
	Iteration 46Q: 3 clusters Score -2.191907e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163222 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -21919446.000000 Penalty: 5985.135254
	Iteration 47Q: 3 clusters Score -2.191945e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164260 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -21919768.000000 Penalty: 5985.135254
	Iteration 48Q: 3 clusters Score -2.191977e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165172 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -21920088.000000 Penalty: 5985.135254
	Iteration 49Q: 3 clusters Score -2.192009e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165982 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -21920306.000000 Penalty: 5985.135254
	Iteration 50Q: 3 clusters Score -2.192031e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166671 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -21920460.000000 Penalty: 5985.135254
	Iteration 51Q: 3 clusters Score -2.192046e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167274 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -21920606.000000 Penalty: 5985.135254
	Iteration 52Q: 3 clusters Score -2.192061e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167815 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -21920722.000000 Penalty: 5985.135254
	Iteration 53Q: 3 clusters Score -2.192072e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168296 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -21920840.000000 Penalty: 5985.135254
	Iteration 54Q: 3 clusters Score -2.192084e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168698 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -21920878.000000 Penalty: 5985.135254
	Iteration 55Q: 3 clusters Score -2.192088e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169041 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -21920898.000000 Penalty: 5985.135254
	Iteration 56Q: 3 clusters Score -2.19209e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169336 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -21920870.000000 Penalty: 5985.135254
	Iteration 57Q: 3 clusters Score -2.192087e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169578 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -21920890.000000 Penalty: 5985.135254
	Iteration 58Q: 3 clusters Score -2.192089e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169791 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -21920928.000000 Penalty: 5985.135254
	Iteration 59Q: 3 clusters Score -2.192093e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169976 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -21920940.000000 Penalty: 5985.135254
	Iteration 60F: 3 clusters Score -2.192094e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170133 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -21920938.000000 Penalty: 5985.135254
	Iteration 61Q: 3 clusters Score -2.192094e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170290 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -21920994.000000 Penalty: 5985.135254
	Iteration 62Q: 3 clusters Score -2.192099e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170448 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -21920998.000000 Penalty: 5985.135254
	Iteration 63Q: 3 clusters Score -2.1921e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170573 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -21921020.000000 Penalty: 5985.135254
	Iteration 64Q: 3 clusters Score -2.192102e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170666 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -21921030.000000 Penalty: 5985.135254
	Iteration 65Q: 3 clusters Score -2.192103e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170742 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -21921012.000000 Penalty: 5985.135254
	Iteration 66Q: 3 clusters Score -2.192101e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170812 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -21921034.000000 Penalty: 5985.135254
	Iteration 67Q: 3 clusters Score -2.192103e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170859 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -21921066.000000 Penalty: 5985.135254
	Iteration 68Q: 3 clusters Score -2.192107e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170918 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -21921046.000000 Penalty: 5985.135254
	Iteration 69Q: 3 clusters Score -2.192105e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170957 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -21921064.000000 Penalty: 5985.135254
	Iteration 70Q: 3 clusters Score -2.192106e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170984 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -21921072.000000 Penalty: 5985.135254
	Iteration 71Q: 3 clusters Score -2.192107e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171010 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -21921060.000000 Penalty: 5985.135254
	Iteration 72Q: 3 clusters Score -2.192106e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171039 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -21921066.000000 Penalty: 5985.135254
	Iteration 73Q: 3 clusters Score -2.192107e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171064 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -21921068.000000 Penalty: 5985.135254
	Iteration 74Q: 3 clusters Score -2.192107e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171085 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -21921062.000000 Penalty: 5985.135254
	Iteration 75Q: 3 clusters Score -2.192106e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171104 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -21921072.000000 Penalty: 5985.135254
	Iteration 76Q: 3 clusters Score -2.192107e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171121 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -21921090.000000 Penalty: 5985.135254
	Iteration 77Q: 3 clusters Score -2.192109e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171138 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -21921082.000000 Penalty: 5985.135254
	Iteration 78Q: 3 clusters Score -2.192108e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171155 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -21921100.000000 Penalty: 5985.135254
	Iteration 79Q: 3 clusters Score -2.19211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171168 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -21921120.000000 Penalty: 5985.135254
	Iteration 80F: 3 clusters Score -2.192112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171179 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -21921112.000000 Penalty: 5985.135254
	Iteration 81Q: 3 clusters Score -2.192111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171194 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -21921132.000000 Penalty: 5985.135254
	Iteration 82Q: 3 clusters Score -2.192113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171205 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -21921128.000000 Penalty: 5985.135254
	Iteration 83Q: 3 clusters Score -2.192113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171213 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -21921122.000000 Penalty: 5985.135254
	Iteration 84Q: 3 clusters Score -2.192112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171221 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -21921128.000000 Penalty: 5985.135254
	Iteration 85Q: 3 clusters Score -2.192113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171229 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -21921118.000000 Penalty: 5985.135254
	Iteration 86Q: 3 clusters Score -2.192112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171235 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -21921140.000000 Penalty: 5985.135254
	Iteration 87Q: 3 clusters Score -2.192114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171240 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -21921132.000000 Penalty: 5985.135254
	Iteration 88Q: 3 clusters Score -2.192113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171245 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -21921146.000000 Penalty: 5985.135254
	Iteration 89Q: 3 clusters Score -2.192115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171249 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -21921158.000000 Penalty: 5985.135254
	Iteration 90Q: 3 clusters Score -2.192116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171255 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -21921148.000000 Penalty: 5985.135254
	Iteration 91Q: 3 clusters Score -2.192115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171259 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -21921136.000000 Penalty: 5985.135254
	Iteration 92Q: 3 clusters Score -2.192114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171263 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -21921152.000000 Penalty: 5985.135254
	Iteration 93Q: 3 clusters Score -2.192115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171266 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -21921136.000000 Penalty: 5985.135254
	Iteration 94Q: 3 clusters Score -2.192114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171269 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -21921142.000000 Penalty: 5985.135254
	Iteration 95Q: 3 clusters Score -2.192114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171270 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -21921138.000000 Penalty: 5985.135254
	Iteration 96Q: 3 clusters Score -2.192114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171272 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -21921134.000000 Penalty: 5985.135254
	Iteration 97Q: 3 clusters Score -2.192113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171273 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -21921138.000000 Penalty: 5985.135254
	Iteration 98Q: 3 clusters Score -2.192114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171274 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -21921126.000000 Penalty: 5985.135254
	Iteration 99Q: 3 clusters Score -2.192113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171274 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -21921126.000000 Penalty: 5985.135254
	Iteration 100F: 3 clusters Score -2.192113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -292546.968750 Penalty: 1932.707275
	Iteration 0F: 2 clusters Score -292547 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 1210 members 
Entering Unmasked Estep 
Score: -289639.750000 Penalty: 3865.414551
	Iteration 0F: 3 clusters Score -289639.8 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -290180.062500 Penalty: 3865.414551
	Iteration 1F: 3 clusters Score -290180.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -290323.406250 Penalty: 3865.414551
	Iteration 2F: 3 clusters Score -290323.4 nChanged 107
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: -290399.375000 Penalty: 3865.414551
	Iteration 3Q: 3 clusters Score -290399.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -290446.187500 Penalty: 3865.414551
	Iteration 4Q: 3 clusters Score -290446.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -290491.375000 Penalty: 3865.414551
	Iteration 5Q: 3 clusters Score -290491.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -290528.625000 Penalty: 3865.414551
	Iteration 6Q: 3 clusters Score -290528.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -290567.531250 Penalty: 3865.414551
	Iteration 7Q: 3 clusters Score -290567.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -290614.281250 Penalty: 3865.414551
	Iteration 8Q: 3 clusters Score -290614.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -290663.906250 Penalty: 3865.414551
	Iteration 9Q: 3 clusters Score -290663.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -290712.406250 Penalty: 3865.414551
	Iteration 10Q: 3 clusters Score -290712.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -290772.593750 Penalty: 3865.414551
	Iteration 11Q: 3 clusters Score -290772.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -290839.562500 Penalty: 3865.414551
	Iteration 12Q: 3 clusters Score -290839.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -290889.468750 Penalty: 3865.414551
	Iteration 13Q: 3 clusters Score -290889.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -290940.187500 Penalty: 3865.414551
	Iteration 14Q: 3 clusters Score -290940.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -291007.937500 Penalty: 3865.414551
	Iteration 15Q: 3 clusters Score -291007.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -291095.031250 Penalty: 3865.414551
	Iteration 16Q: 3 clusters Score -291095 nChanged 73
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: -291192.656250 Penalty: 3865.414551
	Iteration 17Q: 3 clusters Score -291192.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -291306.250000 Penalty: 3865.414551
	Iteration 18Q: 3 clusters Score -291306.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -291453.031250 Penalty: 3865.414551
	Iteration 19Q: 3 clusters Score -291453 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -291603.156250 Penalty: 3865.414551
	Iteration 20F: 3 clusters Score -291603.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -291763.031250 Penalty: 3865.414551
	Iteration 21Q: 3 clusters Score -291763 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -291898.812500 Penalty: 3865.414551
	Iteration 22Q: 3 clusters Score -291898.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -291982.281250 Penalty: 3865.414551
	Iteration 23Q: 3 clusters Score -291982.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -292029.062500 Penalty: 3865.414551
	Iteration 24Q: 3 clusters Score -292029.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -292052.156250 Penalty: 3865.414551
	Iteration 25Q: 3 clusters Score -292052.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -292061.000000 Penalty: 3865.414551
	Iteration 26Q: 3 clusters Score -292061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -292061.718750 Penalty: 3865.414551
	Iteration 27Q: 3 clusters Score -292061.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -292063.062500 Penalty: 3865.414551
	Iteration 28Q: 3 clusters Score -292063.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -292063.062500 Penalty: 3865.414551
	Iteration 29F: 3 clusters Score -292063.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -62271.539062 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -62271.54 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 333 members 
Entering Unmasked Estep 
Score: -60753.031250 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -60753.03 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -61292.410156 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -61292.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61601.175781 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -61601.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61776.820312 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -61776.82 nChanged 41
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: -61960.949219 Penalty: 3225.383789
	Iteration 4F: 3 clusters Score -61960.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62163.527344 Penalty: 3225.383789
	Iteration 5F: 3 clusters Score -62163.53 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -62314.757812 Penalty: 3225.383789
	Iteration 6F: 3 clusters Score -62314.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62391.867188 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -62391.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -62451.636719 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -62451.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -62568.988281 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -62568.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -62630.500000 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -62630.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -62666.421875 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -62666.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -62681.218750 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -62681.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -62691.765625 Penalty: 3225.383789
	Iteration 13Q: 3 clusters Score -62691.77 nChanged 3
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: -62710.425781 Penalty: 3225.383789
	Iteration 14Q: 3 clusters Score -62710.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62764.476562 Penalty: 3225.383789
	Iteration 15Q: 3 clusters Score -62764.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -62859.535156 Penalty: 3225.383789
	Iteration 16Q: 3 clusters Score -62859.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62964.941406 Penalty: 3225.383789
	Iteration 17Q: 3 clusters Score -62964.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -63010.214844 Penalty: 3225.383789
	Iteration 18Q: 3 clusters Score -63010.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -63108.593750 Penalty: 3225.383789
	Iteration 19Q: 3 clusters Score -63108.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -63215.070312 Penalty: 3225.383789
	Iteration 20F: 3 clusters Score -63215.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -63285.285156 Penalty: 3225.383789
	Iteration 21Q: 3 clusters Score -63285.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -63285.285156 Penalty: 3225.383789
	Iteration 22F: 3 clusters Score -63285.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 173999 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 59912 members 
Mstep: Class 6 contains 312285 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 162722 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 4890 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 389 members 
Mstep: Class 13 contains 112007 members 
Mstep: Class 14 contains 39599 members 
Mstep: Class 15 contains 46098 members 
Mstep: Class 17 contains 13097 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 472 members 
Mstep: Class 23 contains 31765 members 
Entering Unmasked Estep 
Score: -119281456.000000 Penalty: 64930.714844
Splitting cluster 4 changes total score from -119282352.000000 to -119281456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (59912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59912 members 
Entering Unmasked Estep 
Score: -7338784.500000 Penalty: 2728.156738
	Iteration 0F: 2 clusters Score -7338784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -7298672.500000 Penalty: 5456.313477
	Iteration 0F: 3 clusters Score -7298672 nChanged 27754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -7314161.500000 Penalty: 5456.313477
	Iteration 1F: 3 clusters Score -7314162 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -7314596.000000 Penalty: 5456.313477
	Iteration 2Q: 3 clusters Score -7314596 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -7315083.000000 Penalty: 5456.313477
	Iteration 3Q: 3 clusters Score -7315083 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -7315595.500000 Penalty: 5456.313477
	Iteration 4Q: 3 clusters Score -7315596 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -7316283.500000 Penalty: 5456.313477
	Iteration 5Q: 3 clusters Score -7316284 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -7317411.000000 Penalty: 5456.313477
	Iteration 6Q: 3 clusters Score -7317411 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -7319505.500000 Penalty: 5456.313477
	Iteration 7F: 3 clusters Score -7319506 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -7323228.000000 Penalty: 5456.313477
	Iteration 8F: 3 clusters Score -7323228 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -7328090.000000 Penalty: 5456.313477
	Iteration 9F: 3 clusters Score -7328090 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -7332574.000000 Penalty: 5456.313477
	Iteration 10F: 3 clusters Score -7332574 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58344 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7335138.500000 Penalty: 5456.313477
	Iteration 11Q: 3 clusters Score -7335138 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7336169.500000 Penalty: 5456.313477
	Iteration 12Q: 3 clusters Score -7336170 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7336535.500000 Penalty: 5456.313477
	Iteration 13Q: 3 clusters Score -7336536 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59642 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7336675.500000 Penalty: 5456.313477
	Iteration 14Q: 3 clusters Score -7336676 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59680 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7336748.500000 Penalty: 5456.313477
	Iteration 15Q: 3 clusters Score -7336748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7336760.500000 Penalty: 5456.313477
	Iteration 16Q: 3 clusters Score -7336760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7336784.000000 Penalty: 5456.313477
	Iteration 17Q: 3 clusters Score -7336784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7336788.000000 Penalty: 5456.313477
	Iteration 18Q: 3 clusters Score -7336788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7336793.500000 Penalty: 5456.313477
	Iteration 19Q: 3 clusters Score -7336794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7336804.500000 Penalty: 5456.313477
	Iteration 20F: 3 clusters Score -7336804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7336818.500000 Penalty: 5456.313477
	Iteration 21Q: 3 clusters Score -7336818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -7336827.500000 Penalty: 5456.313477
	Iteration 22Q: 3 clusters Score -7336828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7336823.000000 Penalty: 5456.313477
	Iteration 23Q: 3 clusters Score -7336823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7336823.000000 Penalty: 5456.313477
	Iteration 24F: 3 clusters Score -7336823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (312285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312285 members 
Entering Unmasked Estep 
Score: -39105808.000000 Penalty: 3137.614502
	Iteration 0F: 2 clusters Score -3.910581e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155985 members 
Mstep: Class 2 contains 156300 members 
Entering Unmasked Estep 
Score: -38918808.000000 Penalty: 6275.229004
	Iteration 0F: 3 clusters Score -3.891881e+07 nChanged 151439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155010 members 
Mstep: Class 2 contains 157275 members 
Entering Unmasked Estep 
Score: -39007744.000000 Penalty: 6275.229004
	Iteration 1F: 3 clusters Score -3.900774e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153842 members 
Mstep: Class 2 contains 158443 members 
Entering Unmasked Estep 
Score: -39008772.000000 Penalty: 6275.229004
	Iteration 2Q: 3 clusters Score -3.900877e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151984 members 
Mstep: Class 2 contains 160301 members 
Entering Unmasked Estep 
Score: -39009884.000000 Penalty: 6275.229004
	Iteration 3Q: 3 clusters Score -3.900988e+07 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149084 members 
Mstep: Class 2 contains 163201 members 
Entering Unmasked Estep 
Score: -39011540.000000 Penalty: 6275.229004
	Iteration 4Q: 3 clusters Score -3.901154e+07 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144612 members 
Mstep: Class 2 contains 167673 members 
Entering Unmasked Estep 
Score: -39013648.000000 Penalty: 6275.229004
	Iteration 5Q: 3 clusters Score -3.901365e+07 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138150 members 
Mstep: Class 2 contains 174135 members 
Entering Unmasked Estep 
Score: -39017004.000000 Penalty: 6275.229004
	Iteration 6Q: 3 clusters Score -3.9017e+07 nChanged 12714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129074 members 
Mstep: Class 2 contains 183211 members 
Entering Unmasked Estep 
Score: -39021888.000000 Penalty: 6275.229004
	Iteration 7Q: 3 clusters Score -3.902189e+07 nChanged 15916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116930 members 
Mstep: Class 2 contains 195355 members 
Entering Unmasked Estep 
Score: -39029648.000000 Penalty: 6275.229004
	Iteration 8F: 3 clusters Score -3.902965e+07 nChanged 18890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102478 members 
Mstep: Class 2 contains 209807 members 
Entering Unmasked Estep 
Score: -39040932.000000 Penalty: 6275.229004
	Iteration 9F: 3 clusters Score -3.904093e+07 nChanged 19601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88907 members 
Mstep: Class 2 contains 223378 members 
Entering Unmasked Estep 
Score: -39053944.000000 Penalty: 6275.229004
	Iteration 10F: 3 clusters Score -3.905394e+07 nChanged 17847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79544 members 
Mstep: Class 2 contains 232741 members 
Entering Unmasked Estep 
Score: -39066196.000000 Penalty: 6275.229004
	Iteration 11F: 3 clusters Score -3.90662e+07 nChanged 14256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74712 members 
Mstep: Class 2 contains 237573 members 
Entering Unmasked Estep 
Score: -39073248.000000 Penalty: 6275.229004
	Iteration 12Q: 3 clusters Score -3.907325e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72174 members 
Mstep: Class 2 contains 240111 members 
Entering Unmasked Estep 
Score: -39075992.000000 Penalty: 6275.229004
	Iteration 13Q: 3 clusters Score -3.907599e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70415 members 
Mstep: Class 2 contains 241870 members 
Entering Unmasked Estep 
Score: -39076964.000000 Penalty: 6275.229004
	Iteration 14Q: 3 clusters Score -3.907696e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69113 members 
Mstep: Class 2 contains 243172 members 
Entering Unmasked Estep 
Score: -39077328.000000 Penalty: 6275.229004
	Iteration 15Q: 3 clusters Score -3.907733e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68079 members 
Mstep: Class 2 contains 244206 members 
Entering Unmasked Estep 
Score: -39077368.000000 Penalty: 6275.229004
	Iteration 16Q: 3 clusters Score -3.907737e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67135 members 
Mstep: Class 2 contains 245150 members 
Entering Unmasked Estep 
Score: -39077632.000000 Penalty: 6275.229004
	Iteration 17Q: 3 clusters Score -3.907763e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 246056 members 
Entering Unmasked Estep 
Score: -39077584.000000 Penalty: 6275.229004
	Iteration 18Q: 3 clusters Score -3.907758e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 246859 members 
Entering Unmasked Estep 
Score: -39077772.000000 Penalty: 6275.229004
	Iteration 19Q: 3 clusters Score -3.907777e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 247585 members 
Entering Unmasked Estep 
Score: -39078000.000000 Penalty: 6275.229004
	Iteration 20F: 3 clusters Score -3.9078e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64025 members 
Mstep: Class 2 contains 248260 members 
Entering Unmasked Estep 
Score: -39078176.000000 Penalty: 6275.229004
	Iteration 21Q: 3 clusters Score -3.907818e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63288 members 
Mstep: Class 2 contains 248997 members 
Entering Unmasked Estep 
Score: -39078420.000000 Penalty: 6275.229004
	Iteration 22Q: 3 clusters Score -3.907842e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 249682 members 
Entering Unmasked Estep 
Score: -39078348.000000 Penalty: 6275.229004
	Iteration 23Q: 3 clusters Score -3.907835e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 250410 members 
Entering Unmasked Estep 
Score: -39078532.000000 Penalty: 6275.229004
	Iteration 24Q: 3 clusters Score -3.907853e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Mstep: Class 2 contains 251121 members 
Entering Unmasked Estep 
Score: -39078752.000000 Penalty: 6275.229004
	Iteration 25Q: 3 clusters Score -3.907875e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60483 members 
Mstep: Class 2 contains 251802 members 
Entering Unmasked Estep 
Score: -39078920.000000 Penalty: 6275.229004
	Iteration 26Q: 3 clusters Score -3.907892e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59813 members 
Mstep: Class 2 contains 252472 members 
Entering Unmasked Estep 
Score: -39079080.000000 Penalty: 6275.229004
	Iteration 27Q: 3 clusters Score -3.907908e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 253076 members 
Entering Unmasked Estep 
Score: -39079140.000000 Penalty: 6275.229004
	Iteration 28Q: 3 clusters Score -3.907914e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 253648 members 
Entering Unmasked Estep 
Score: -39079408.000000 Penalty: 6275.229004
	Iteration 29Q: 3 clusters Score -3.907941e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57986 members 
Mstep: Class 2 contains 254299 members 
Entering Unmasked Estep 
Score: -39079524.000000 Penalty: 6275.229004
	Iteration 30Q: 3 clusters Score -3.907952e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57314 members 
Mstep: Class 2 contains 254971 members 
Entering Unmasked Estep 
Score: -39079816.000000 Penalty: 6275.229004
	Iteration 31Q: 3 clusters Score -3.907982e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 255691 members 
Entering Unmasked Estep 
Score: -39080036.000000 Penalty: 6275.229004
	Iteration 32Q: 3 clusters Score -3.908004e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 256346 members 
Entering Unmasked Estep 
Score: -39080188.000000 Penalty: 6275.229004
	Iteration 33Q: 3 clusters Score -3.908019e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55220 members 
Mstep: Class 2 contains 257065 members 
Entering Unmasked Estep 
Score: -39080500.000000 Penalty: 6275.229004
	Iteration 34Q: 3 clusters Score -3.90805e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 257796 members 
Entering Unmasked Estep 
Score: -39080892.000000 Penalty: 6275.229004
	Iteration 35Q: 3 clusters Score -3.908089e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 258586 members 
Entering Unmasked Estep 
Score: -39081212.000000 Penalty: 6275.229004
	Iteration 36Q: 3 clusters Score -3.908121e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 259363 members 
Entering Unmasked Estep 
Score: -39081504.000000 Penalty: 6275.229004
	Iteration 37Q: 3 clusters Score -3.90815e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52119 members 
Mstep: Class 2 contains 260166 members 
Entering Unmasked Estep 
Score: -39081796.000000 Penalty: 6275.229004
	Iteration 38Q: 3 clusters Score -3.90818e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 260958 members 
Entering Unmasked Estep 
Score: -39082064.000000 Penalty: 6275.229004
	Iteration 39Q: 3 clusters Score -3.908206e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 261798 members 
Entering Unmasked Estep 
Score: -39082396.000000 Penalty: 6275.229004
	Iteration 40F: 3 clusters Score -3.90824e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 262632 members 
Entering Unmasked Estep 
Score: -39082680.000000 Penalty: 6275.229004
	Iteration 41Q: 3 clusters Score -3.908268e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 263504 members 
Entering Unmasked Estep 
Score: -39083032.000000 Penalty: 6275.229004
	Iteration 42Q: 3 clusters Score -3.908303e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 264415 members 
Entering Unmasked Estep 
Score: -39083360.000000 Penalty: 6275.229004
	Iteration 43Q: 3 clusters Score -3.908336e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 265320 members 
Entering Unmasked Estep 
Score: -39083712.000000 Penalty: 6275.229004
	Iteration 44Q: 3 clusters Score -3.908371e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 266224 members 
Entering Unmasked Estep 
Score: -39083972.000000 Penalty: 6275.229004
	Iteration 45Q: 3 clusters Score -3.908397e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 267154 members 
Entering Unmasked Estep 
Score: -39084352.000000 Penalty: 6275.229004
	Iteration 46Q: 3 clusters Score -3.908435e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 268133 members 
Entering Unmasked Estep 
Score: -39084704.000000 Penalty: 6275.229004
	Iteration 47Q: 3 clusters Score -3.90847e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 269164 members 
Entering Unmasked Estep 
Score: -39085096.000000 Penalty: 6275.229004
	Iteration 48Q: 3 clusters Score -3.90851e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 270222 members 
Entering Unmasked Estep 
Score: -39085464.000000 Penalty: 6275.229004
	Iteration 49Q: 3 clusters Score -3.908546e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 271324 members 
Entering Unmasked Estep 
Score: -39085976.000000 Penalty: 6275.229004
	Iteration 50Q: 3 clusters Score -3.908598e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 272499 members 
Entering Unmasked Estep 
Score: -39086364.000000 Penalty: 6275.229004
	Iteration 51Q: 3 clusters Score -3.908636e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 273727 members 
Entering Unmasked Estep 
Score: -39086984.000000 Penalty: 6275.229004
	Iteration 52Q: 3 clusters Score -3.908698e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 274979 members 
Entering Unmasked Estep 
Score: -39087528.000000 Penalty: 6275.229004
	Iteration 53Q: 3 clusters Score -3.908753e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 276277 members 
Entering Unmasked Estep 
Score: -39088268.000000 Penalty: 6275.229004
	Iteration 54Q: 3 clusters Score -3.908827e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 277626 members 
Entering Unmasked Estep 
Score: -39089084.000000 Penalty: 6275.229004
	Iteration 55Q: 3 clusters Score -3.908908e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 279010 members 
Entering Unmasked Estep 
Score: -39089776.000000 Penalty: 6275.229004
	Iteration 56Q: 3 clusters Score -3.908978e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 280412 members 
Entering Unmasked Estep 
Score: -39090596.000000 Penalty: 6275.229004
	Iteration 57Q: 3 clusters Score -3.90906e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 281871 members 
Entering Unmasked Estep 
Score: -39091348.000000 Penalty: 6275.229004
	Iteration 58Q: 3 clusters Score -3.909135e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 283400 members 
Entering Unmasked Estep 
Score: -39092072.000000 Penalty: 6275.229004
	Iteration 59Q: 3 clusters Score -3.909207e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 284952 members 
Entering Unmasked Estep 
Score: -39092768.000000 Penalty: 6275.229004
	Iteration 60F: 3 clusters Score -3.909277e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 286475 members 
Entering Unmasked Estep 
Score: -39093528.000000 Penalty: 6275.229004
	Iteration 61Q: 3 clusters Score -3.909353e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 287987 members 
Entering Unmasked Estep 
Score: -39094292.000000 Penalty: 6275.229004
	Iteration 62Q: 3 clusters Score -3.909429e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 289505 members 
Entering Unmasked Estep 
Score: -39095180.000000 Penalty: 6275.229004
	Iteration 63Q: 3 clusters Score -3.909518e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 291002 members 
Entering Unmasked Estep 
Score: -39095948.000000 Penalty: 6275.229004
	Iteration 64Q: 3 clusters Score -3.909595e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 292469 members 
Entering Unmasked Estep 
Score: -39096728.000000 Penalty: 6275.229004
	Iteration 65Q: 3 clusters Score -3.909673e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 293977 members 
Entering Unmasked Estep 
Score: -39097656.000000 Penalty: 6275.229004
	Iteration 66Q: 3 clusters Score -3.909766e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 295444 members 
Entering Unmasked Estep 
Score: -39098720.000000 Penalty: 6275.229004
	Iteration 67Q: 3 clusters Score -3.909872e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 296818 members 
Entering Unmasked Estep 
Score: -39099872.000000 Penalty: 6275.229004
	Iteration 68Q: 3 clusters Score -3.909987e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 298158 members 
Entering Unmasked Estep 
Score: -39100668.000000 Penalty: 6275.229004
	Iteration 69Q: 3 clusters Score -3.910067e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 299342 members 
Entering Unmasked Estep 
Score: -39101400.000000 Penalty: 6275.229004
	Iteration 70Q: 3 clusters Score -3.91014e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 300452 members 
Entering Unmasked Estep 
Score: -39101848.000000 Penalty: 6275.229004
	Iteration 71Q: 3 clusters Score -3.910185e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 301440 members 
Entering Unmasked Estep 
Score: -39102344.000000 Penalty: 6275.229004
	Iteration 72Q: 3 clusters Score -3.910234e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 302336 members 
Entering Unmasked Estep 
Score: -39102656.000000 Penalty: 6275.229004
	Iteration 73Q: 3 clusters Score -3.910266e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 303090 members 
Entering Unmasked Estep 
Score: -39102912.000000 Penalty: 6275.229004
	Iteration 74Q: 3 clusters Score -3.910291e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 303757 members 
Entering Unmasked Estep 
Score: -39103204.000000 Penalty: 6275.229004
	Iteration 75Q: 3 clusters Score -3.91032e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 304349 members 
Entering Unmasked Estep 
Score: -39103352.000000 Penalty: 6275.229004
	Iteration 76Q: 3 clusters Score -3.910335e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 304897 members 
Entering Unmasked Estep 
Score: -39103528.000000 Penalty: 6275.229004
	Iteration 77Q: 3 clusters Score -3.910353e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 305381 members 
Entering Unmasked Estep 
Score: -39103808.000000 Penalty: 6275.229004
	Iteration 78Q: 3 clusters Score -3.910381e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 305818 members 
Entering Unmasked Estep 
Score: -39103956.000000 Penalty: 6275.229004
	Iteration 79Q: 3 clusters Score -3.910396e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 306205 members 
Entering Unmasked Estep 
Score: -39104156.000000 Penalty: 6275.229004
	Iteration 80F: 3 clusters Score -3.910416e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 306542 members 
Entering Unmasked Estep 
Score: -39104332.000000 Penalty: 6275.229004
	Iteration 81Q: 3 clusters Score -3.910433e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 306818 members 
Entering Unmasked Estep 
Score: -39104476.000000 Penalty: 6275.229004
	Iteration 82Q: 3 clusters Score -3.910448e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 307075 members 
Entering Unmasked Estep 
Score: -39104500.000000 Penalty: 6275.229004
	Iteration 83Q: 3 clusters Score -3.91045e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 307267 members 
Entering Unmasked Estep 
Score: -39104476.000000 Penalty: 6275.229004
	Iteration 84Q: 3 clusters Score -3.910448e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 307459 members 
Entering Unmasked Estep 
Score: -39104660.000000 Penalty: 6275.229004
	Iteration 85Q: 3 clusters Score -3.910466e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 307632 members 
Entering Unmasked Estep 
Score: -39104740.000000 Penalty: 6275.229004
	Iteration 86Q: 3 clusters Score -3.910474e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 307793 members 
Entering Unmasked Estep 
Score: -39104824.000000 Penalty: 6275.229004
	Iteration 87Q: 3 clusters Score -3.910482e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 307941 members 
Entering Unmasked Estep 
Score: -39104808.000000 Penalty: 6275.229004
	Iteration 88Q: 3 clusters Score -3.910481e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 308072 members 
Entering Unmasked Estep 
Score: -39104812.000000 Penalty: 6275.229004
	Iteration 89Q: 3 clusters Score -3.910481e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 308177 members 
Entering Unmasked Estep 
Score: -39104784.000000 Penalty: 6275.229004
	Iteration 90Q: 3 clusters Score -3.910478e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 308261 members 
Entering Unmasked Estep 
Score: -39104856.000000 Penalty: 6275.229004
	Iteration 91Q: 3 clusters Score -3.910486e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 308334 members 
Entering Unmasked Estep 
Score: -39104952.000000 Penalty: 6275.229004
	Iteration 92Q: 3 clusters Score -3.910495e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 308389 members 
Entering Unmasked Estep 
Score: -39104936.000000 Penalty: 6275.229004
	Iteration 93Q: 3 clusters Score -3.910494e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 308439 members 
Entering Unmasked Estep 
Score: -39104972.000000 Penalty: 6275.229004
	Iteration 94Q: 3 clusters Score -3.910497e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 308475 members 
Entering Unmasked Estep 
Score: -39104944.000000 Penalty: 6275.229004
	Iteration 95Q: 3 clusters Score -3.910494e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 308506 members 
Entering Unmasked Estep 
Score: -39104972.000000 Penalty: 6275.229004
	Iteration 96Q: 3 clusters Score -3.910497e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 308532 members 
Entering Unmasked Estep 
Score: -39104996.000000 Penalty: 6275.229004
	Iteration 97Q: 3 clusters Score -3.9105e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 308563 members 
Entering Unmasked Estep 
Score: -39104980.000000 Penalty: 6275.229004
	Iteration 98Q: 3 clusters Score -3.910498e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 308595 members 
Entering Unmasked Estep 
Score: -39104940.000000 Penalty: 6275.229004
	Iteration 99Q: 3 clusters Score -3.910494e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 308614 members 
Entering Unmasked Estep 
Score: -39104944.000000 Penalty: 6275.229004
	Iteration 100F: 3 clusters Score -3.910494e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 308637 members 
Entering Unmasked Estep 
Score: -39104944.000000 Penalty: 6275.229004
	Iteration 101Q: 3 clusters Score -3.910494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 308652 members 
Entering Unmasked Estep 
Score: -39104932.000000 Penalty: 6275.229004
	Iteration 102Q: 3 clusters Score -3.910493e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 308673 members 
Entering Unmasked Estep 
Score: -39104916.000000 Penalty: 6275.229004
	Iteration 103Q: 3 clusters Score -3.910492e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 308687 members 
Entering Unmasked Estep 
Score: -39104904.000000 Penalty: 6275.229004
	Iteration 104Q: 3 clusters Score -3.91049e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 308698 members 
Entering Unmasked Estep 
Score: -39104900.000000 Penalty: 6275.229004
	Iteration 105Q: 3 clusters Score -3.91049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 308704 members 
Entering Unmasked Estep 
Score: -39104900.000000 Penalty: 6275.229004
	Iteration 106Q: 3 clusters Score -3.91049e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 308715 members 
Entering Unmasked Estep 
Score: -39104896.000000 Penalty: 6275.229004
	Iteration 107Q: 3 clusters Score -3.91049e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 308723 members 
Entering Unmasked Estep 
Score: -39104876.000000 Penalty: 6275.229004
	Iteration 108Q: 3 clusters Score -3.910488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 308736 members 
Entering Unmasked Estep 
Score: -39104888.000000 Penalty: 6275.229004
	Iteration 109Q: 3 clusters Score -3.910489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 308745 members 
Entering Unmasked Estep 
Score: -39104912.000000 Penalty: 6275.229004
	Iteration 110Q: 3 clusters Score -3.910491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 308749 members 
Entering Unmasked Estep 
Score: -39104928.000000 Penalty: 6275.229004
	Iteration 111Q: 3 clusters Score -3.910493e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 308758 members 
Entering Unmasked Estep 
Score: -39104900.000000 Penalty: 6275.229004
	Iteration 112Q: 3 clusters Score -3.91049e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 308768 members 
Entering Unmasked Estep 
Score: -39104908.000000 Penalty: 6275.229004
	Iteration 113Q: 3 clusters Score -3.910491e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 308777 members 
Entering Unmasked Estep 
Score: -39104888.000000 Penalty: 6275.229004
	Iteration 114Q: 3 clusters Score -3.910489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 308783 members 
Entering Unmasked Estep 
Score: -39104924.000000 Penalty: 6275.229004
	Iteration 115Q: 3 clusters Score -3.910492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 308792 members 
Entering Unmasked Estep 
Score: -39104908.000000 Penalty: 6275.229004
	Iteration 116Q: 3 clusters Score -3.910491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 308801 members 
Entering Unmasked Estep 
Score: -39104892.000000 Penalty: 6275.229004
	Iteration 117Q: 3 clusters Score -3.910489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 308807 members 
Entering Unmasked Estep 
Score: -39104888.000000 Penalty: 6275.229004
	Iteration 118Q: 3 clusters Score -3.910489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 308812 members 
Entering Unmasked Estep 
Score: -39104888.000000 Penalty: 6275.229004
	Iteration 119Q: 3 clusters Score -3.910489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 308816 members 
Entering Unmasked Estep 
Score: -39104880.000000 Penalty: 6275.229004
	Iteration 120F: 3 clusters Score -3.910488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 308818 members 
Entering Unmasked Estep 
Score: -39104880.000000 Penalty: 6275.229004
	Iteration 121Q: 3 clusters Score -3.910488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 308820 members 
Entering Unmasked Estep 
Score: -39104876.000000 Penalty: 6275.229004
	Iteration 122Q: 3 clusters Score -3.910488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 308821 members 
Entering Unmasked Estep 
Score: -39104876.000000 Penalty: 6275.229004
	Iteration 123Q: 3 clusters Score -3.910488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 308821 members 
Entering Unmasked Estep 
Score: -39104892.000000 Penalty: 6275.229004
	Iteration 124Q: 3 clusters Score -3.910489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 308821 members 
Entering Unmasked Estep 
Score: -39104892.000000 Penalty: 6275.229004
	Iteration 125F: 3 clusters Score -3.910489e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Entering Unmasked Estep 
Score: -245094.609375 Penalty: 1888.960449
	Iteration 0F: 2 clusters Score -245094.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -242412.000000 Penalty: 3777.920898
	Iteration 0F: 3 clusters Score -242412 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -242917.093750 Penalty: 3777.920898
	Iteration 1F: 3 clusters Score -242917.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -243061.890625 Penalty: 3777.920898
	Iteration 2F: 3 clusters Score -243061.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -243145.218750 Penalty: 3777.920898
	Iteration 3Q: 3 clusters Score -243145.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -243196.250000 Penalty: 3777.920898
	Iteration 4Q: 3 clusters Score -243196.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -243230.046875 Penalty: 3777.920898
	Iteration 5Q: 3 clusters Score -243230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -243250.187500 Penalty: 3777.920898
	Iteration 6Q: 3 clusters Score -243250.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -243268.156250 Penalty: 3777.920898
	Iteration 7Q: 3 clusters Score -243268.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -243281.937500 Penalty: 3777.920898
	Iteration 8Q: 3 clusters Score -243281.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -243296.234375 Penalty: 3777.920898
	Iteration 9Q: 3 clusters Score -243296.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -243308.812500 Penalty: 3777.920898
	Iteration 10Q: 3 clusters Score -243308.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -243315.390625 Penalty: 3777.920898
	Iteration 11Q: 3 clusters Score -243315.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -243317.984375 Penalty: 3777.920898
	Iteration 12Q: 3 clusters Score -243318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -243319.531250 Penalty: 3777.920898
	Iteration 13Q: 3 clusters Score -243319.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -243321.984375 Penalty: 3777.920898
	Iteration 14Q: 3 clusters Score -243322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -243325.234375 Penalty: 3777.920898
	Iteration 15Q: 3 clusters Score -243325.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -243327.171875 Penalty: 3777.920898
	Iteration 16Q: 3 clusters Score -243327.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -243329.718750 Penalty: 3777.920898
	Iteration 17Q: 3 clusters Score -243329.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -243332.187500 Penalty: 3777.920898
	Iteration 18Q: 3 clusters Score -243332.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -243334.828125 Penalty: 3777.920898
	Iteration 19Q: 3 clusters Score -243334.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -243337.406250 Penalty: 3777.920898
	Iteration 20F: 3 clusters Score -243337.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -243338.750000 Penalty: 3777.920898
	Iteration 21Q: 3 clusters Score -243338.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -243339.265625 Penalty: 3777.920898
	Iteration 22Q: 3 clusters Score -243339.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -243342.968750 Penalty: 3777.920898
	Iteration 23Q: 3 clusters Score -243343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -243346.578125 Penalty: 3777.920898
	Iteration 24Q: 3 clusters Score -243346.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -243347.453125 Penalty: 3777.920898
	Iteration 25Q: 3 clusters Score -243347.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -243347.296875 Penalty: 3777.920898
	Iteration 26Q: 3 clusters Score -243347.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -243348.312500 Penalty: 3777.920898
	Iteration 27Q: 3 clusters Score -243348.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -243349.234375 Penalty: 3777.920898
	Iteration 28Q: 3 clusters Score -243349.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -243350.984375 Penalty: 3777.920898
	Iteration 29Q: 3 clusters Score -243351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -243353.921875 Penalty: 3777.920898
	Iteration 30Q: 3 clusters Score -243353.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -243355.765625 Penalty: 3777.920898
	Iteration 31Q: 3 clusters Score -243355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -243358.875000 Penalty: 3777.920898
	Iteration 32Q: 3 clusters Score -243358.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -243360.562500 Penalty: 3777.920898
	Iteration 33Q: 3 clusters Score -243360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -243362.625000 Penalty: 3777.920898
	Iteration 34Q: 3 clusters Score -243362.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -243366.765625 Penalty: 3777.920898
	Iteration 35Q: 3 clusters Score -243366.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -243368.437500 Penalty: 3777.920898
	Iteration 36Q: 3 clusters Score -243368.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -243368.437500 Penalty: 3777.920898
	Iteration 37F: 3 clusters Score -243368.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (162722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162722 members 
Entering Unmasked Estep 
Score: -20540618.000000 Penalty: 2975.950195
	Iteration 0F: 2 clusters Score -2.054062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81389 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -20432066.000000 Penalty: 5951.900391
	Iteration 0F: 3 clusters Score -2.043207e+07 nChanged 77888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80881 members 
Mstep: Class 2 contains 81841 members 
Entering Unmasked Estep 
Score: -20478488.000000 Penalty: 5951.900391
	Iteration 1F: 3 clusters Score -2.047849e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80675 members 
Mstep: Class 2 contains 82047 members 
Entering Unmasked Estep 
Score: -20480134.000000 Penalty: 5951.900391
	Iteration 2Q: 3 clusters Score -2.048013e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80318 members 
Mstep: Class 2 contains 82404 members 
Entering Unmasked Estep 
Score: -20482148.000000 Penalty: 5951.900391
	Iteration 3Q: 3 clusters Score -2.048215e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79687 members 
Mstep: Class 2 contains 83035 members 
Entering Unmasked Estep 
Score: -20484964.000000 Penalty: 5951.900391
	Iteration 4Q: 3 clusters Score -2.048496e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78700 members 
Mstep: Class 2 contains 84022 members 
Entering Unmasked Estep 
Score: -20489150.000000 Penalty: 5951.900391
	Iteration 5Q: 3 clusters Score -2.048915e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77000 members 
Mstep: Class 2 contains 85722 members 
Entering Unmasked Estep 
Score: -20495012.000000 Penalty: 5951.900391
	Iteration 6F: 3 clusters Score -2.049501e+07 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74428 members 
Mstep: Class 2 contains 88294 members 
Entering Unmasked Estep 
Score: -20502560.000000 Penalty: 5951.900391
	Iteration 7F: 3 clusters Score -2.050256e+07 nChanged 10777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 91291 members 
Entering Unmasked Estep 
Score: -20510666.000000 Penalty: 5951.900391
	Iteration 8F: 3 clusters Score -2.051067e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68945 members 
Mstep: Class 2 contains 93777 members 
Entering Unmasked Estep 
Score: -20515834.000000 Penalty: 5951.900391
	Iteration 9F: 3 clusters Score -2.051583e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 95722 members 
Entering Unmasked Estep 
Score: -20517760.000000 Penalty: 5951.900391
	Iteration 10Q: 3 clusters Score -2.051776e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65232 members 
Mstep: Class 2 contains 97490 members 
Entering Unmasked Estep 
Score: -20518748.000000 Penalty: 5951.900391
	Iteration 11Q: 3 clusters Score -2.051875e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63373 members 
Mstep: Class 2 contains 99349 members 
Entering Unmasked Estep 
Score: -20519330.000000 Penalty: 5951.900391
	Iteration 12Q: 3 clusters Score -2.051933e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 101237 members 
Entering Unmasked Estep 
Score: -20520148.000000 Penalty: 5951.900391
	Iteration 13Q: 3 clusters Score -2.052015e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 103201 members 
Entering Unmasked Estep 
Score: -20520854.000000 Penalty: 5951.900391
	Iteration 14Q: 3 clusters Score -2.052085e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57512 members 
Mstep: Class 2 contains 105210 members 
Entering Unmasked Estep 
Score: -20521388.000000 Penalty: 5951.900391
	Iteration 15Q: 3 clusters Score -2.052139e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55445 members 
Mstep: Class 2 contains 107277 members 
Entering Unmasked Estep 
Score: -20521976.000000 Penalty: 5951.900391
	Iteration 16Q: 3 clusters Score -2.052198e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 109381 members 
Entering Unmasked Estep 
Score: -20522572.000000 Penalty: 5951.900391
	Iteration 17Q: 3 clusters Score -2.052257e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 111502 members 
Entering Unmasked Estep 
Score: -20523180.000000 Penalty: 5951.900391
	Iteration 18Q: 3 clusters Score -2.052318e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 113667 members 
Entering Unmasked Estep 
Score: -20523704.000000 Penalty: 5951.900391
	Iteration 19Q: 3 clusters Score -2.05237e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 115822 members 
Entering Unmasked Estep 
Score: -20524358.000000 Penalty: 5951.900391
	Iteration 20F: 3 clusters Score -2.052436e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 118033 members 
Entering Unmasked Estep 
Score: -20525152.000000 Penalty: 5951.900391
	Iteration 21Q: 3 clusters Score -2.052515e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 120292 members 
Entering Unmasked Estep 
Score: -20525842.000000 Penalty: 5951.900391
	Iteration 22Q: 3 clusters Score -2.052584e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 122589 members 
Entering Unmasked Estep 
Score: -20526510.000000 Penalty: 5951.900391
	Iteration 23Q: 3 clusters Score -2.052651e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 124916 members 
Entering Unmasked Estep 
Score: -20527196.000000 Penalty: 5951.900391
	Iteration 24Q: 3 clusters Score -2.05272e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 127208 members 
Entering Unmasked Estep 
Score: -20527808.000000 Penalty: 5951.900391
	Iteration 25Q: 3 clusters Score -2.052781e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 129482 members 
Entering Unmasked Estep 
Score: -20528590.000000 Penalty: 5951.900391
	Iteration 26Q: 3 clusters Score -2.052859e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 131719 members 
Entering Unmasked Estep 
Score: -20529358.000000 Penalty: 5951.900391
	Iteration 27Q: 3 clusters Score -2.052936e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 133968 members 
Entering Unmasked Estep 
Score: -20530154.000000 Penalty: 5951.900391
	Iteration 28Q: 3 clusters Score -2.053015e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 136137 members 
Entering Unmasked Estep 
Score: -20530932.000000 Penalty: 5951.900391
	Iteration 29Q: 3 clusters Score -2.053093e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 138225 members 
Entering Unmasked Estep 
Score: -20531626.000000 Penalty: 5951.900391
	Iteration 30Q: 3 clusters Score -2.053163e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 140246 members 
Entering Unmasked Estep 
Score: -20532226.000000 Penalty: 5951.900391
	Iteration 31Q: 3 clusters Score -2.053223e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 142150 members 
Entering Unmasked Estep 
Score: -20532780.000000 Penalty: 5951.900391
	Iteration 32Q: 3 clusters Score -2.053278e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 143973 members 
Entering Unmasked Estep 
Score: -20533394.000000 Penalty: 5951.900391
	Iteration 33Q: 3 clusters Score -2.053339e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 145715 members 
Entering Unmasked Estep 
Score: -20533926.000000 Penalty: 5951.900391
	Iteration 34Q: 3 clusters Score -2.053393e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 147330 members 
Entering Unmasked Estep 
Score: -20534570.000000 Penalty: 5951.900391
	Iteration 35Q: 3 clusters Score -2.053457e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 148829 members 
Entering Unmasked Estep 
Score: -20535046.000000 Penalty: 5951.900391
	Iteration 36Q: 3 clusters Score -2.053505e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 150256 members 
Entering Unmasked Estep 
Score: -20535542.000000 Penalty: 5951.900391
	Iteration 37Q: 3 clusters Score -2.053554e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 151515 members 
Entering Unmasked Estep 
Score: -20535962.000000 Penalty: 5951.900391
	Iteration 38Q: 3 clusters Score -2.053596e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 152669 members 
Entering Unmasked Estep 
Score: -20536254.000000 Penalty: 5951.900391
	Iteration 39Q: 3 clusters Score -2.053625e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 153678 members 
Entering Unmasked Estep 
Score: -20536666.000000 Penalty: 5951.900391
	Iteration 40F: 3 clusters Score -2.053667e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 154632 members 
Entering Unmasked Estep 
Score: -20537026.000000 Penalty: 5951.900391
	Iteration 41Q: 3 clusters Score -2.053703e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 155457 members 
Entering Unmasked Estep 
Score: -20537336.000000 Penalty: 5951.900391
	Iteration 42Q: 3 clusters Score -2.053734e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 156202 members 
Entering Unmasked Estep 
Score: -20537544.000000 Penalty: 5951.900391
	Iteration 43Q: 3 clusters Score -2.053754e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 156832 members 
Entering Unmasked Estep 
Score: -20537668.000000 Penalty: 5951.900391
	Iteration 44Q: 3 clusters Score -2.053767e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 157345 members 
Entering Unmasked Estep 
Score: -20537898.000000 Penalty: 5951.900391
	Iteration 45Q: 3 clusters Score -2.05379e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 157828 members 
Entering Unmasked Estep 
Score: -20537976.000000 Penalty: 5951.900391
	Iteration 46Q: 3 clusters Score -2.053798e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 158233 members 
Entering Unmasked Estep 
Score: -20538154.000000 Penalty: 5951.900391
	Iteration 47Q: 3 clusters Score -2.053815e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 158537 members 
Entering Unmasked Estep 
Score: -20538192.000000 Penalty: 5951.900391
	Iteration 48Q: 3 clusters Score -2.053819e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 158788 members 
Entering Unmasked Estep 
Score: -20538206.000000 Penalty: 5951.900391
	Iteration 49Q: 3 clusters Score -2.053821e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 158997 members 
Entering Unmasked Estep 
Score: -20538326.000000 Penalty: 5951.900391
	Iteration 50Q: 3 clusters Score -2.053833e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 159156 members 
Entering Unmasked Estep 
Score: -20538414.000000 Penalty: 5951.900391
	Iteration 51Q: 3 clusters Score -2.053841e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 159291 members 
Entering Unmasked Estep 
Score: -20538410.000000 Penalty: 5951.900391
	Iteration 52Q: 3 clusters Score -2.053841e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 159423 members 
Entering Unmasked Estep 
Score: -20538416.000000 Penalty: 5951.900391
	Iteration 53Q: 3 clusters Score -2.053842e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 159531 members 
Entering Unmasked Estep 
Score: -20538420.000000 Penalty: 5951.900391
	Iteration 54Q: 3 clusters Score -2.053842e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 159611 members 
Entering Unmasked Estep 
Score: -20538462.000000 Penalty: 5951.900391
	Iteration 55Q: 3 clusters Score -2.053846e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 159690 members 
Entering Unmasked Estep 
Score: -20538460.000000 Penalty: 5951.900391
	Iteration 56Q: 3 clusters Score -2.053846e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 159764 members 
Entering Unmasked Estep 
Score: -20538476.000000 Penalty: 5951.900391
	Iteration 57Q: 3 clusters Score -2.053848e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 159828 members 
Entering Unmasked Estep 
Score: -20538504.000000 Penalty: 5951.900391
	Iteration 58Q: 3 clusters Score -2.05385e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 159886 members 
Entering Unmasked Estep 
Score: -20538528.000000 Penalty: 5951.900391
	Iteration 59Q: 3 clusters Score -2.053853e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 159935 members 
Entering Unmasked Estep 
Score: -20538544.000000 Penalty: 5951.900391
	Iteration 60F: 3 clusters Score -2.053854e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 159995 members 
Entering Unmasked Estep 
Score: -20538528.000000 Penalty: 5951.900391
	Iteration 61Q: 3 clusters Score -2.053853e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 160046 members 
Entering Unmasked Estep 
Score: -20538528.000000 Penalty: 5951.900391
	Iteration 62Q: 3 clusters Score -2.053853e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 160088 members 
Entering Unmasked Estep 
Score: -20538540.000000 Penalty: 5951.900391
	Iteration 63Q: 3 clusters Score -2.053854e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 160130 members 
Entering Unmasked Estep 
Score: -20538542.000000 Penalty: 5951.900391
	Iteration 64Q: 3 clusters Score -2.053854e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 160180 members 
Entering Unmasked Estep 
Score: -20538572.000000 Penalty: 5951.900391
	Iteration 65Q: 3 clusters Score -2.053857e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 160224 members 
Entering Unmasked Estep 
Score: -20538572.000000 Penalty: 5951.900391
	Iteration 66Q: 3 clusters Score -2.053857e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 160263 members 
Entering Unmasked Estep 
Score: -20538586.000000 Penalty: 5951.900391
	Iteration 67Q: 3 clusters Score -2.053859e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 160284 members 
Entering Unmasked Estep 
Score: -20538596.000000 Penalty: 5951.900391
	Iteration 68Q: 3 clusters Score -2.05386e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 160307 members 
Entering Unmasked Estep 
Score: -20538594.000000 Penalty: 5951.900391
	Iteration 69Q: 3 clusters Score -2.053859e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 160323 members 
Entering Unmasked Estep 
Score: -20538582.000000 Penalty: 5951.900391
	Iteration 70Q: 3 clusters Score -2.053858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 160342 members 
Entering Unmasked Estep 
Score: -20538578.000000 Penalty: 5951.900391
	Iteration 71Q: 3 clusters Score -2.053858e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 160364 members 
Entering Unmasked Estep 
Score: -20538574.000000 Penalty: 5951.900391
	Iteration 72Q: 3 clusters Score -2.053857e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 160383 members 
Entering Unmasked Estep 
Score: -20538592.000000 Penalty: 5951.900391
	Iteration 73Q: 3 clusters Score -2.053859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 160398 members 
Entering Unmasked Estep 
Score: -20538574.000000 Penalty: 5951.900391
	Iteration 74Q: 3 clusters Score -2.053857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 160412 members 
Entering Unmasked Estep 
Score: -20538588.000000 Penalty: 5951.900391
	Iteration 75Q: 3 clusters Score -2.053859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 160422 members 
Entering Unmasked Estep 
Score: -20538598.000000 Penalty: 5951.900391
	Iteration 76Q: 3 clusters Score -2.05386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 160430 members 
Entering Unmasked Estep 
Score: -20538584.000000 Penalty: 5951.900391
	Iteration 77Q: 3 clusters Score -2.053858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 160439 members 
Entering Unmasked Estep 
Score: -20538572.000000 Penalty: 5951.900391
	Iteration 78Q: 3 clusters Score -2.053857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 160443 members 
Entering Unmasked Estep 
Score: -20538576.000000 Penalty: 5951.900391
	Iteration 79Q: 3 clusters Score -2.053858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 160444 members 
Entering Unmasked Estep 
Score: -20538568.000000 Penalty: 5951.900391
	Iteration 80F: 3 clusters Score -2.053857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 160446 members 
Entering Unmasked Estep 
Score: -20538582.000000 Penalty: 5951.900391
	Iteration 81Q: 3 clusters Score -2.053858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 160449 members 
Entering Unmasked Estep 
Score: -20538568.000000 Penalty: 5951.900391
	Iteration 82Q: 3 clusters Score -2.053857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 160450 members 
Entering Unmasked Estep 
Score: -20538570.000000 Penalty: 5951.900391
	Iteration 83Q: 3 clusters Score -2.053857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 160451 members 
Entering Unmasked Estep 
Score: -20538572.000000 Penalty: 5951.900391
	Iteration 84Q: 3 clusters Score -2.053857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 160452 members 
Entering Unmasked Estep 
Score: -20538570.000000 Penalty: 5951.900391
	Iteration 85Q: 3 clusters Score -2.053857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 160453 members 
Entering Unmasked Estep 
Score: -20538564.000000 Penalty: 5951.900391
	Iteration 86Q: 3 clusters Score -2.053856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 160453 members 
Entering Unmasked Estep 
Score: -20538564.000000 Penalty: 5951.900391
	Iteration 87F: 3 clusters Score -2.053856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -95902.078125 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -95902.08 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 448 members 
Entering Unmasked Estep 
Score: -94074.273438 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -94074.27 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -94885.882812 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -94885.88 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -95840.382812 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -95840.38 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -96514.242188 Penalty: 3432.653076
	Iteration 3F: 3 clusters Score -96514.24 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -96825.781250 Penalty: 3432.653076
	Iteration 4F: 3 clusters Score -96825.78 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -97091.000000 Penalty: 3432.653076
	Iteration 5F: 3 clusters Score -97091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -97179.992188 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -97179.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -97306.507812 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -97306.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -97524.125000 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -97524.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -97575.609375 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -97575.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -97590.273438 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -97590.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -97606.312500 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -97606.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -97625.562500 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -97625.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -97629.007812 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -97629.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -97634.226562 Penalty: 3432.653076
	Iteration 14F: 3 clusters Score -97634.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -97642.476562 Penalty: 3432.653076
	Iteration 15Q: 3 clusters Score -97642.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -97642.476562 Penalty: 3432.653076
	Iteration 16F: 3 clusters Score -97642.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 173999 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 59912 members 
Mstep: Class 6 contains 312285 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 162722 members 
Mstep: Class 9 contains 418 members 
Mstep: Class 10 contains 4890 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 112007 members 
Mstep: Class 14 contains 39599 members 
Mstep: Class 15 contains 46098 members 
Mstep: Class 17 contains 13097 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 472 members 
Mstep: Class 23 contains 31765 members 
Entering Unmasked Estep 
Score: -119282272.000000 Penalty: 64930.714844
Splitting cluster 9 changes total score from -119282352.000000 to -119282272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Entering Unmasked Estep 
Score: -586793.750000 Penalty: 2106.747070
	Iteration 0F: 2 clusters Score -586793.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -582381.562500 Penalty: 4213.494141
	Iteration 0F: 3 clusters Score -582381.6 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -583563.000000 Penalty: 4213.494141
	Iteration 1F: 3 clusters Score -583563 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -583910.750000 Penalty: 4213.494141
	Iteration 2F: 3 clusters Score -583910.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -584167.375000 Penalty: 4213.494141
	Iteration 3F: 3 clusters Score -584167.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -584341.562500 Penalty: 4213.494141
	Iteration 4F: 3 clusters Score -584341.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -584464.562500 Penalty: 4213.494141
	Iteration 5Q: 3 clusters Score -584464.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -584563.687500 Penalty: 4213.494141
	Iteration 6Q: 3 clusters Score -584563.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -584668.062500 Penalty: 4213.494141
	Iteration 7Q: 3 clusters Score -584668.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -584763.937500 Penalty: 4213.494141
	Iteration 8Q: 3 clusters Score -584763.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -584847.187500 Penalty: 4213.494141
	Iteration 9Q: 3 clusters Score -584847.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -584903.812500 Penalty: 4213.494141
	Iteration 10Q: 3 clusters Score -584903.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -584951.875000 Penalty: 4213.494141
	Iteration 11Q: 3 clusters Score -584951.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -585002.375000 Penalty: 4213.494141
	Iteration 12Q: 3 clusters Score -585002.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -585041.812500 Penalty: 4213.494141
	Iteration 13Q: 3 clusters Score -585041.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -585075.812500 Penalty: 4213.494141
	Iteration 14Q: 3 clusters Score -585075.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -585103.312500 Penalty: 4213.494141
	Iteration 15Q: 3 clusters Score -585103.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -585120.312500 Penalty: 4213.494141
	Iteration 16Q: 3 clusters Score -585120.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -585131.500000 Penalty: 4213.494141
	Iteration 17Q: 3 clusters Score -585131.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -585140.125000 Penalty: 4213.494141
	Iteration 18Q: 3 clusters Score -585140.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -585147.062500 Penalty: 4213.494141
	Iteration 19Q: 3 clusters Score -585147.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -585152.687500 Penalty: 4213.494141
	Iteration 20F: 3 clusters Score -585152.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -585155.625000 Penalty: 4213.494141
	Iteration 21Q: 3 clusters Score -585155.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -585160.625000 Penalty: 4213.494141
	Iteration 22Q: 3 clusters Score -585160.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -585164.625000 Penalty: 4213.494141
	Iteration 23Q: 3 clusters Score -585164.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -585173.562500 Penalty: 4213.494141
	Iteration 24Q: 3 clusters Score -585173.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -585179.312500 Penalty: 4213.494141
	Iteration 25Q: 3 clusters Score -585179.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -585186.937500 Penalty: 4213.494141
	Iteration 26Q: 3 clusters Score -585186.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -585194.500000 Penalty: 4213.494141
	Iteration 27Q: 3 clusters Score -585194.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -585199.312500 Penalty: 4213.494141
	Iteration 28Q: 3 clusters Score -585199.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -585204.062500 Penalty: 4213.494141
	Iteration 29Q: 3 clusters Score -585204.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -585208.687500 Penalty: 4213.494141
	Iteration 30Q: 3 clusters Score -585208.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -585217.562500 Penalty: 4213.494141
	Iteration 31Q: 3 clusters Score -585217.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -585226.687500 Penalty: 4213.494141
	Iteration 32Q: 3 clusters Score -585226.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -585236.000000 Penalty: 4213.494141
	Iteration 33Q: 3 clusters Score -585236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -585245.937500 Penalty: 4213.494141
	Iteration 34Q: 3 clusters Score -585245.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -585259.000000 Penalty: 4213.494141
	Iteration 35Q: 3 clusters Score -585259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -585266.625000 Penalty: 4213.494141
	Iteration 36Q: 3 clusters Score -585266.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -585275.187500 Penalty: 4213.494141
	Iteration 37Q: 3 clusters Score -585275.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -585280.062500 Penalty: 4213.494141
	Iteration 38Q: 3 clusters Score -585280.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -585286.062500 Penalty: 4213.494141
	Iteration 39Q: 3 clusters Score -585286.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -585290.062500 Penalty: 4213.494141
	Iteration 40F: 3 clusters Score -585290.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -585295.375000 Penalty: 4213.494141
	Iteration 41Q: 3 clusters Score -585295.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -585298.437500 Penalty: 4213.494141
	Iteration 42Q: 3 clusters Score -585298.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -585300.562500 Penalty: 4213.494141
	Iteration 43Q: 3 clusters Score -585300.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -585302.562500 Penalty: 4213.494141
	Iteration 44Q: 3 clusters Score -585302.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -585304.562500 Penalty: 4213.494141
	Iteration 45Q: 3 clusters Score -585304.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -585307.562500 Penalty: 4213.494141
	Iteration 46Q: 3 clusters Score -585307.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -585311.000000 Penalty: 4213.494141
	Iteration 47Q: 3 clusters Score -585311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -585314.187500 Penalty: 4213.494141
	Iteration 48Q: 3 clusters Score -585314.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -585316.187500 Penalty: 4213.494141
	Iteration 49Q: 3 clusters Score -585316.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -585316.500000 Penalty: 4213.494141
	Iteration 50Q: 3 clusters Score -585316.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -585319.187500 Penalty: 4213.494141
	Iteration 51Q: 3 clusters Score -585319.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -585321.062500 Penalty: 4213.494141
	Iteration 52Q: 3 clusters Score -585321.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -585323.187500 Penalty: 4213.494141
	Iteration 53Q: 3 clusters Score -585323.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -585326.875000 Penalty: 4213.494141
	Iteration 54Q: 3 clusters Score -585326.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -585329.312500 Penalty: 4213.494141
	Iteration 55Q: 3 clusters Score -585329.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -585332.562500 Penalty: 4213.494141
	Iteration 56Q: 3 clusters Score -585332.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -585336.750000 Penalty: 4213.494141
	Iteration 57Q: 3 clusters Score -585336.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -585341.937500 Penalty: 4213.494141
	Iteration 58Q: 3 clusters Score -585341.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -585346.875000 Penalty: 4213.494141
	Iteration 59Q: 3 clusters Score -585346.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -585350.687500 Penalty: 4213.494141
	Iteration 60F: 3 clusters Score -585350.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -585356.750000 Penalty: 4213.494141
	Iteration 61Q: 3 clusters Score -585356.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -585364.687500 Penalty: 4213.494141
	Iteration 62Q: 3 clusters Score -585364.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -585377.437500 Penalty: 4213.494141
	Iteration 63Q: 3 clusters Score -585377.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -585384.812500 Penalty: 4213.494141
	Iteration 64Q: 3 clusters Score -585384.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -585391.375000 Penalty: 4213.494141
	Iteration 65Q: 3 clusters Score -585391.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -585395.312500 Penalty: 4213.494141
	Iteration 66Q: 3 clusters Score -585395.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -585399.437500 Penalty: 4213.494141
	Iteration 67Q: 3 clusters Score -585399.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -585404.937500 Penalty: 4213.494141
	Iteration 68Q: 3 clusters Score -585404.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -585406.187500 Penalty: 4213.494141
	Iteration 69Q: 3 clusters Score -585406.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -585407.687500 Penalty: 4213.494141
	Iteration 70Q: 3 clusters Score -585407.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -585409.000000 Penalty: 4213.494141
	Iteration 71Q: 3 clusters Score -585409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -585414.750000 Penalty: 4213.494141
	Iteration 72Q: 3 clusters Score -585414.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -585420.000000 Penalty: 4213.494141
	Iteration 73Q: 3 clusters Score -585420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -585424.875000 Penalty: 4213.494141
	Iteration 74Q: 3 clusters Score -585424.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -585426.312500 Penalty: 4213.494141
	Iteration 75Q: 3 clusters Score -585426.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -585428.625000 Penalty: 4213.494141
	Iteration 76Q: 3 clusters Score -585428.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -585438.437500 Penalty: 4213.494141
	Iteration 77Q: 3 clusters Score -585438.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -585439.625000 Penalty: 4213.494141
	Iteration 78Q: 3 clusters Score -585439.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -585440.437500 Penalty: 4213.494141
	Iteration 79Q: 3 clusters Score -585440.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -585442.500000 Penalty: 4213.494141
	Iteration 80F: 3 clusters Score -585442.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -585445.250000 Penalty: 4213.494141
	Iteration 81Q: 3 clusters Score -585445.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -585447.937500 Penalty: 4213.494141
	Iteration 82Q: 3 clusters Score -585447.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -585450.375000 Penalty: 4213.494141
	Iteration 83Q: 3 clusters Score -585450.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -585453.437500 Penalty: 4213.494141
	Iteration 84Q: 3 clusters Score -585453.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -585455.187500 Penalty: 4213.494141
	Iteration 85Q: 3 clusters Score -585455.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -585455.812500 Penalty: 4213.494141
	Iteration 86Q: 3 clusters Score -585455.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -585455.625000 Penalty: 4213.494141
	Iteration 87Q: 3 clusters Score -585455.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -585455.625000 Penalty: 4213.494141
	Iteration 88F: 3 clusters Score -585455.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -78755.476562 Penalty: 1655.916748
	Iteration 0F: 2 clusters Score -78755.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -77082.023438 Penalty: 3311.833496
	Iteration 0F: 3 clusters Score -77082.02 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -77553.132812 Penalty: 3311.833496
	Iteration 1F: 3 clusters Score -77553.13 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -77788.015625 Penalty: 3311.833496
	Iteration 2F: 3 clusters Score -77788.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -77971.132812 Penalty: 3311.833496
	Iteration 3Q: 3 clusters Score -77971.13 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -78252.242188 Penalty: 3311.833496
	Iteration 4F: 3 clusters Score -78252.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -78709.187500 Penalty: 3311.833496
	Iteration 5F: 3 clusters Score -78709.19 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -78895.015625 Penalty: 3311.833496
	Iteration 6Q: 3 clusters Score -78895.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -78999.273438 Penalty: 3311.833496
	Iteration 7Q: 3 clusters Score -78999.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -79085.203125 Penalty: 3311.833496
	Iteration 8Q: 3 clusters Score -79085.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -79172.750000 Penalty: 3311.833496
	Iteration 9Q: 3 clusters Score -79172.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -79221.109375 Penalty: 3311.833496
	Iteration 10Q: 3 clusters Score -79221.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -79229.179688 Penalty: 3311.833496
	Iteration 11Q: 3 clusters Score -79229.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -79235.117188 Penalty: 3311.833496
	Iteration 12Q: 3 clusters Score -79235.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -79241.203125 Penalty: 3311.833496
	Iteration 13Q: 3 clusters Score -79241.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -79245.789062 Penalty: 3311.833496
	Iteration 14Q: 3 clusters Score -79245.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -79246.640625 Penalty: 3311.833496
	Iteration 15Q: 3 clusters Score -79246.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79250.195312 Penalty: 3311.833496
	Iteration 16Q: 3 clusters Score -79250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -79250.921875 Penalty: 3311.833496
	Iteration 17Q: 3 clusters Score -79250.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -79252.687500 Penalty: 3311.833496
	Iteration 18Q: 3 clusters Score -79252.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -79256.445312 Penalty: 3311.833496
	Iteration 19Q: 3 clusters Score -79256.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -79263.320312 Penalty: 3311.833496
	Iteration 20F: 3 clusters Score -79263.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -79266.914062 Penalty: 3311.833496
	Iteration 21Q: 3 clusters Score -79266.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -79271.882812 Penalty: 3311.833496
	Iteration 22Q: 3 clusters Score -79271.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -79279.140625 Penalty: 3311.833496
	Iteration 23Q: 3 clusters Score -79279.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79283.890625 Penalty: 3311.833496
	Iteration 24Q: 3 clusters Score -79283.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79283.890625 Penalty: 3311.833496
	Iteration 25F: 3 clusters Score -79283.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 173999 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 59912 members 
Mstep: Class 6 contains 312285 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 162722 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 4890 members 
Mstep: Class 11 contains 410 members 
Mstep: Class 12 contains 384 members 
Mstep: Class 13 contains 112007 members 
Mstep: Class 14 contains 39599 members 
Mstep: Class 15 contains 46098 members 
Mstep: Class 17 contains 13097 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 472 members 
Mstep: Class 23 contains 31765 members 
Entering Unmasked Estep 
Score: -119280976.000000 Penalty: 64930.714844
Splitting cluster 11 changes total score from -119282352.000000 to -119280976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (112007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112007 members 
Entering Unmasked Estep 
Score: -14166693.000000 Penalty: 2883.326660
	Iteration 0F: 2 clusters Score -1.416669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -14091859.000000 Penalty: 5766.653320
	Iteration 0F: 3 clusters Score -1.409186e+07 nChanged 53316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -14121976.000000 Penalty: 5766.653320
	Iteration 1F: 3 clusters Score -1.412198e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 53071 members 
Entering Unmasked Estep 
Score: -14122762.000000 Penalty: 5766.653320
	Iteration 2Q: 3 clusters Score -1.412276e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60938 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -14123732.000000 Penalty: 5766.653320
	Iteration 3Q: 3 clusters Score -1.412373e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -14125035.000000 Penalty: 5766.653320
	Iteration 4Q: 3 clusters Score -1.412504e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68214 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -14127141.000000 Penalty: 5766.653320
	Iteration 5Q: 3 clusters Score -1.412714e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74363 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -14130926.000000 Penalty: 5766.653320
	Iteration 6F: 3 clusters Score -1.413093e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82609 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -14137314.000000 Penalty: 5766.653320
	Iteration 7F: 3 clusters Score -1.413731e+07 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -14145890.000000 Penalty: 5766.653320
	Iteration 8F: 3 clusters Score -1.414589e+07 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100666 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -14154100.000000 Penalty: 5766.653320
	Iteration 9F: 3 clusters Score -1.41541e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106429 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -14159839.000000 Penalty: 5766.653320
	Iteration 10F: 3 clusters Score -1.415984e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109380 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -14162833.000000 Penalty: 5766.653320
	Iteration 11Q: 3 clusters Score -1.416283e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110502 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -14164005.000000 Penalty: 5766.653320
	Iteration 12Q: 3 clusters Score -1.4164e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110912 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -14164536.000000 Penalty: 5766.653320
	Iteration 13Q: 3 clusters Score -1.416454e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111089 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -14164757.000000 Penalty: 5766.653320
	Iteration 14Q: 3 clusters Score -1.416476e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111179 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -14164833.000000 Penalty: 5766.653320
	Iteration 15Q: 3 clusters Score -1.416483e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111242 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -14164889.000000 Penalty: 5766.653320
	Iteration 16Q: 3 clusters Score -1.416489e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111279 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -14164947.000000 Penalty: 5766.653320
	Iteration 17Q: 3 clusters Score -1.416495e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111295 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -14164962.000000 Penalty: 5766.653320
	Iteration 18Q: 3 clusters Score -1.416496e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111319 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -14164987.000000 Penalty: 5766.653320
	Iteration 19Q: 3 clusters Score -1.416499e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111338 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -14165033.000000 Penalty: 5766.653320
	Iteration 20F: 3 clusters Score -1.416503e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111342 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -14165061.000000 Penalty: 5766.653320
	Iteration 21Q: 3 clusters Score -1.416506e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111350 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -14165081.000000 Penalty: 5766.653320
	Iteration 22Q: 3 clusters Score -1.416508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111347 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -14165087.000000 Penalty: 5766.653320
	Iteration 23Q: 3 clusters Score -1.416509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111346 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -14165093.000000 Penalty: 5766.653320
	Iteration 24Q: 3 clusters Score -1.416509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111349 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -14165089.000000 Penalty: 5766.653320
	Iteration 25Q: 3 clusters Score -1.416509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111354 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -14165094.000000 Penalty: 5766.653320
	Iteration 26Q: 3 clusters Score -1.416509e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111361 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -14165106.000000 Penalty: 5766.653320
	Iteration 27Q: 3 clusters Score -1.416511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111364 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -14165111.000000 Penalty: 5766.653320
	Iteration 28Q: 3 clusters Score -1.416511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111363 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -14165107.000000 Penalty: 5766.653320
	Iteration 29Q: 3 clusters Score -1.416511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111364 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -14165117.000000 Penalty: 5766.653320
	Iteration 30Q: 3 clusters Score -1.416512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111367 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -14165111.000000 Penalty: 5766.653320
	Iteration 31Q: 3 clusters Score -1.416511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111368 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -14165106.000000 Penalty: 5766.653320
	Iteration 32Q: 3 clusters Score -1.416511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111367 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -14165104.000000 Penalty: 5766.653320
	Iteration 33Q: 3 clusters Score -1.41651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111367 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -14165104.000000 Penalty: 5766.653320
	Iteration 34F: 3 clusters Score -1.41651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Entering Unmasked Estep 
Score: -5044020.500000 Penalty: 2625.466797
	Iteration 0F: 2 clusters Score -5044020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -5017178.000000 Penalty: 5250.933594
	Iteration 0F: 3 clusters Score -5017178 nChanged 18138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -5027366.500000 Penalty: 5250.933594
	Iteration 1F: 3 clusters Score -5027366 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -5028179.000000 Penalty: 5250.933594
	Iteration 2Q: 3 clusters Score -5028179 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -5029348.000000 Penalty: 5250.933594
	Iteration 3F: 3 clusters Score -5029348 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -5031203.500000 Penalty: 5250.933594
	Iteration 4F: 3 clusters Score -5031204 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -5033824.500000 Penalty: 5250.933594
	Iteration 5F: 3 clusters Score -5033824 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -5036964.000000 Penalty: 5250.933594
	Iteration 6F: 3 clusters Score -5036964 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -5039506.000000 Penalty: 5250.933594
	Iteration 7F: 3 clusters Score -5039506 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -5040846.000000 Penalty: 5250.933594
	Iteration 8Q: 3 clusters Score -5040846 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -5041437.000000 Penalty: 5250.933594
	Iteration 9Q: 3 clusters Score -5041437 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -5041712.500000 Penalty: 5250.933594
	Iteration 10Q: 3 clusters Score -5041712 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -5041862.500000 Penalty: 5250.933594
	Iteration 11Q: 3 clusters Score -5041862 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -5041964.500000 Penalty: 5250.933594
	Iteration 12Q: 3 clusters Score -5041964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -5042041.500000 Penalty: 5250.933594
	Iteration 13Q: 3 clusters Score -5042042 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -5042084.000000 Penalty: 5250.933594
	Iteration 14Q: 3 clusters Score -5042084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -5042124.000000 Penalty: 5250.933594
	Iteration 15Q: 3 clusters Score -5042124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -5042156.500000 Penalty: 5250.933594
	Iteration 16Q: 3 clusters Score -5042156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -5042179.000000 Penalty: 5250.933594
	Iteration 17Q: 3 clusters Score -5042179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -5042198.500000 Penalty: 5250.933594
	Iteration 18Q: 3 clusters Score -5042198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -5042223.000000 Penalty: 5250.933594
	Iteration 19Q: 3 clusters Score -5042223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -5042239.000000 Penalty: 5250.933594
	Iteration 20F: 3 clusters Score -5042239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -5042247.500000 Penalty: 5250.933594
	Iteration 21Q: 3 clusters Score -5042248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -5042254.000000 Penalty: 5250.933594
	Iteration 22Q: 3 clusters Score -5042254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -5042252.500000 Penalty: 5250.933594
	Iteration 23Q: 3 clusters Score -5042252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -5042255.500000 Penalty: 5250.933594
	Iteration 24Q: 3 clusters Score -5042256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -5042255.000000 Penalty: 5250.933594
	Iteration 25Q: 3 clusters Score -5042255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -5042255.000000 Penalty: 5250.933594
	Iteration 26F: 3 clusters Score -5042255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Entering Unmasked Estep 
Score: -5861696.500000 Penalty: 2663.154053
	Iteration 0F: 2 clusters Score -5861696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -5830520.000000 Penalty: 5326.308105
	Iteration 0F: 3 clusters Score -5830520 nChanged 21324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -5842381.000000 Penalty: 5326.308105
	Iteration 1F: 3 clusters Score -5842381 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -5842868.000000 Penalty: 5326.308105
	Iteration 2Q: 3 clusters Score -5842868 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -5843463.500000 Penalty: 5326.308105
	Iteration 3Q: 3 clusters Score -5843464 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -5844202.000000 Penalty: 5326.308105
	Iteration 4Q: 3 clusters Score -5844202 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -5845274.000000 Penalty: 5326.308105
	Iteration 5Q: 3 clusters Score -5845274 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -5846909.000000 Penalty: 5326.308105
	Iteration 6F: 3 clusters Score -5846909 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -5849451.500000 Penalty: 5326.308105
	Iteration 7F: 3 clusters Score -5849452 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -5852686.000000 Penalty: 5326.308105
	Iteration 8F: 3 clusters Score -5852686 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -5855724.000000 Penalty: 5326.308105
	Iteration 9F: 3 clusters Score -5855724 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5857821.000000 Penalty: 5326.308105
	Iteration 10Q: 3 clusters Score -5857821 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5858735.500000 Penalty: 5326.308105
	Iteration 11Q: 3 clusters Score -5858736 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5859054.000000 Penalty: 5326.308105
	Iteration 12Q: 3 clusters Score -5859054 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5859183.500000 Penalty: 5326.308105
	Iteration 13Q: 3 clusters Score -5859184 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5859251.000000 Penalty: 5326.308105
	Iteration 14Q: 3 clusters Score -5859251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5859281.500000 Penalty: 5326.308105
	Iteration 15Q: 3 clusters Score -5859282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5859304.000000 Penalty: 5326.308105
	Iteration 16Q: 3 clusters Score -5859304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5859312.500000 Penalty: 5326.308105
	Iteration 17Q: 3 clusters Score -5859312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5859315.000000 Penalty: 5326.308105
	Iteration 18Q: 3 clusters Score -5859315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5859320.500000 Penalty: 5326.308105
	Iteration 19Q: 3 clusters Score -5859320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5859318.000000 Penalty: 5326.308105
	Iteration 20F: 3 clusters Score -5859318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5859321.500000 Penalty: 5326.308105
	Iteration 21Q: 3 clusters Score -5859322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5859321.500000 Penalty: 5326.308105
	Iteration 22F: 3 clusters Score -5859322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Entering Unmasked Estep 
Score: -1562044.500000 Penalty: 2351.074463
	Iteration 0F: 2 clusters Score -1562044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1552458.000000 Penalty: 4702.148926
	Iteration 0F: 3 clusters Score -1552458 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1555504.625000 Penalty: 4702.148926
	Iteration 1F: 3 clusters Score -1555505 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1555797.875000 Penalty: 4702.148926
	Iteration 2F: 3 clusters Score -1555798 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1556006.000000 Penalty: 4702.148926
	Iteration 3Q: 3 clusters Score -1556006 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1556182.000000 Penalty: 4702.148926
	Iteration 4Q: 3 clusters Score -1556182 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1556355.875000 Penalty: 4702.148926
	Iteration 5Q: 3 clusters Score -1556356 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1556574.875000 Penalty: 4702.148926
	Iteration 6Q: 3 clusters Score -1556575 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1556848.625000 Penalty: 4702.148926
	Iteration 7Q: 3 clusters Score -1556849 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1557132.125000 Penalty: 4702.148926
	Iteration 8Q: 3 clusters Score -1557132 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1557402.750000 Penalty: 4702.148926
	Iteration 9Q: 3 clusters Score -1557403 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1557630.000000 Penalty: 4702.148926
	Iteration 10Q: 3 clusters Score -1557630 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1557808.375000 Penalty: 4702.148926
	Iteration 11Q: 3 clusters Score -1557808 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1557979.250000 Penalty: 4702.148926
	Iteration 12Q: 3 clusters Score -1557979 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1558134.625000 Penalty: 4702.148926
	Iteration 13Q: 3 clusters Score -1558135 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1558278.625000 Penalty: 4702.148926
	Iteration 14Q: 3 clusters Score -1558279 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1558416.500000 Penalty: 4702.148926
	Iteration 15Q: 3 clusters Score -1558416 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1558596.000000 Penalty: 4702.148926
	Iteration 16Q: 3 clusters Score -1558596 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1558805.500000 Penalty: 4702.148926
	Iteration 17Q: 3 clusters Score -1558806 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1559081.375000 Penalty: 4702.148926
	Iteration 18Q: 3 clusters Score -1559081 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1559446.000000 Penalty: 4702.148926
	Iteration 19Q: 3 clusters Score -1559446 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1559821.250000 Penalty: 4702.148926
	Iteration 20F: 3 clusters Score -1559821 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1560212.875000 Penalty: 4702.148926
	Iteration 21Q: 3 clusters Score -1560213 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1560601.875000 Penalty: 4702.148926
	Iteration 22Q: 3 clusters Score -1560602 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1560915.125000 Penalty: 4702.148926
	Iteration 23Q: 3 clusters Score -1560915 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1561138.125000 Penalty: 4702.148926
	Iteration 24Q: 3 clusters Score -1561138 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1561292.750000 Penalty: 4702.148926
	Iteration 25Q: 3 clusters Score -1561293 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1561404.000000 Penalty: 4702.148926
	Iteration 26Q: 3 clusters Score -1561404 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1561476.125000 Penalty: 4702.148926
	Iteration 27Q: 3 clusters Score -1561476 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1561534.750000 Penalty: 4702.148926
	Iteration 28Q: 3 clusters Score -1561535 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1561569.750000 Penalty: 4702.148926
	Iteration 29Q: 3 clusters Score -1561570 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1561594.500000 Penalty: 4702.148926
	Iteration 30Q: 3 clusters Score -1561594 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1561612.000000 Penalty: 4702.148926
	Iteration 31Q: 3 clusters Score -1561612 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1561621.375000 Penalty: 4702.148926
	Iteration 32Q: 3 clusters Score -1561621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1561630.250000 Penalty: 4702.148926
	Iteration 33Q: 3 clusters Score -1561630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1561638.375000 Penalty: 4702.148926
	Iteration 34Q: 3 clusters Score -1561638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1561646.375000 Penalty: 4702.148926
	Iteration 35Q: 3 clusters Score -1561646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1561653.875000 Penalty: 4702.148926
	Iteration 36Q: 3 clusters Score -1561654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1561656.125000 Penalty: 4702.148926
	Iteration 37Q: 3 clusters Score -1561656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1561660.500000 Penalty: 4702.148926
	Iteration 38Q: 3 clusters Score -1561660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1561661.000000 Penalty: 4702.148926
	Iteration 39Q: 3 clusters Score -1561661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1561668.375000 Penalty: 4702.148926
	Iteration 40F: 3 clusters Score -1561668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1561664.875000 Penalty: 4702.148926
	Iteration 41Q: 3 clusters Score -1561665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1561666.625000 Penalty: 4702.148926
	Iteration 42Q: 3 clusters Score -1561667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1561669.125000 Penalty: 4702.148926
	Iteration 43Q: 3 clusters Score -1561669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1561673.750000 Penalty: 4702.148926
	Iteration 44Q: 3 clusters Score -1561674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1561673.750000 Penalty: 4702.148926
	Iteration 45Q: 3 clusters Score -1561674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1561674.125000 Penalty: 4702.148926
	Iteration 46Q: 3 clusters Score -1561674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1561676.625000 Penalty: 4702.148926
	Iteration 47Q: 3 clusters Score -1561677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1561672.375000 Penalty: 4702.148926
	Iteration 48Q: 3 clusters Score -1561672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1561677.625000 Penalty: 4702.148926
	Iteration 49Q: 3 clusters Score -1561678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1561678.625000 Penalty: 4702.148926
	Iteration 50Q: 3 clusters Score -1561679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1561679.500000 Penalty: 4702.148926
	Iteration 51Q: 3 clusters Score -1561680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1561679.500000 Penalty: 4702.148926
	Iteration 52Q: 3 clusters Score -1561680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1561680.500000 Penalty: 4702.148926
	Iteration 53Q: 3 clusters Score -1561680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1561679.250000 Penalty: 4702.148926
	Iteration 54Q: 3 clusters Score -1561679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1561679.500000 Penalty: 4702.148926
	Iteration 55Q: 3 clusters Score -1561680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1561679.500000 Penalty: 4702.148926
	Iteration 56F: 3 clusters Score -1561680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -71489.921875 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -71489.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69844.820312 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -69844.82 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -70102.234375 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -70102.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -70199.921875 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -70199.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70294.804688 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -70294.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70344.585938 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -70344.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -70389.804688 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -70389.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -70437.859375 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -70437.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -70482.992188 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -70482.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -70503.898438 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -70503.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70533.195312 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -70533.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70559.851562 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -70559.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70579.921875 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -70579.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70584.296875 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -70584.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70590.976562 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -70590.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70594.382812 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -70594.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70598.421875 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -70598.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70601.335938 Penalty: 3205.662598
	Iteration 16Q: 3 clusters Score -70601.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -70602.742188 Penalty: 3205.662598
	Iteration 17Q: 3 clusters Score -70602.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -70604.453125 Penalty: 3205.662598
	Iteration 18Q: 3 clusters Score -70604.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -70604.453125 Penalty: 3205.662598
	Iteration 19F: 3 clusters Score -70604.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -44990.195312 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -44990.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43614.113281 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -43614.11 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44028.003906 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -44028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44187.375000 Penalty: 3053.861572
	Iteration 2F: 3 clusters Score -44187.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44321.734375 Penalty: 3053.861572
	Iteration 3F: 3 clusters Score -44321.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44402.160156 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -44402.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44613.484375 Penalty: 3053.861572
	Iteration 5F: 3 clusters Score -44613.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44944.148438 Penalty: 3053.861572
	Iteration 6F: 3 clusters Score -44944.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45053.730469 Penalty: 3053.861572
	Iteration 7Q: 3 clusters Score -45053.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45103.812500 Penalty: 3053.861572
	Iteration 8Q: 3 clusters Score -45103.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45347.117188 Penalty: 3053.861572
	Iteration 9Q: 3 clusters Score -45347.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45559.843750 Penalty: 3053.861572
	Iteration 10Q: 3 clusters Score -45559.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45621.835938 Penalty: 3053.861572
	Iteration 11Q: 3 clusters Score -45621.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45668.214844 Penalty: 3053.861572
	Iteration 12Q: 3 clusters Score -45668.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45711.117188 Penalty: 3053.861572
	Iteration 13Q: 3 clusters Score -45711.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45785.023438 Penalty: 3053.861572
	Iteration 14Q: 3 clusters Score -45785.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45785.023438 Penalty: 3053.861572
	Iteration 15F: 3 clusters Score -45785.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 173999 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 59912 members 
Mstep: Class 6 contains 312285 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 162722 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 4890 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 172 members 
Mstep: Class 13 contains 112007 members 
Mstep: Class 14 contains 39599 members 
Mstep: Class 15 contains 46098 members 
Mstep: Class 17 contains 13097 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 300 members 
Mstep: Class 23 contains 31765 members 
Entering Unmasked Estep 
Score: -119281128.000000 Penalty: 64930.714844
Splitting cluster 22 changes total score from -119282352.000000 to -119281128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (31765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Entering Unmasked Estep 
Score: -4054774.750000 Penalty: 2570.797852
	Iteration 0F: 2 clusters Score -4054775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -4033054.250000 Penalty: 5141.595703
	Iteration 0F: 3 clusters Score -4033054 nChanged 14326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -4040906.500000 Penalty: 5141.595703
	Iteration 1F: 3 clusters Score -4040906 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -4041353.250000 Penalty: 5141.595703
	Iteration 2Q: 3 clusters Score -4041353 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -4041791.500000 Penalty: 5141.595703
	Iteration 3Q: 3 clusters Score -4041792 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -4042260.000000 Penalty: 5141.595703
	Iteration 4Q: 3 clusters Score -4042260 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -4042840.500000 Penalty: 5141.595703
	Iteration 5Q: 3 clusters Score -4042840 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -4043621.750000 Penalty: 5141.595703
	Iteration 6Q: 3 clusters Score -4043622 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -4044645.500000 Penalty: 5141.595703
	Iteration 7F: 3 clusters Score -4044646 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -4045980.750000 Penalty: 5141.595703
	Iteration 8F: 3 clusters Score -4045981 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -4047547.500000 Penalty: 5141.595703
	Iteration 9F: 3 clusters Score -4047548 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -4049109.250000 Penalty: 5141.595703
	Iteration 10F: 3 clusters Score -4049109 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4050391.750000 Penalty: 5141.595703
	Iteration 11Q: 3 clusters Score -4050392 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4051294.750000 Penalty: 5141.595703
	Iteration 12Q: 3 clusters Score -4051295 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4051855.250000 Penalty: 5141.595703
	Iteration 13Q: 3 clusters Score -4051855 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4052141.000000 Penalty: 5141.595703
	Iteration 14Q: 3 clusters Score -4052141 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4052293.000000 Penalty: 5141.595703
	Iteration 15Q: 3 clusters Score -4052293 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4052383.000000 Penalty: 5141.595703
	Iteration 16Q: 3 clusters Score -4052383 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4052447.250000 Penalty: 5141.595703
	Iteration 17Q: 3 clusters Score -4052447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4052485.000000 Penalty: 5141.595703
	Iteration 18Q: 3 clusters Score -4052485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4052510.000000 Penalty: 5141.595703
	Iteration 19Q: 3 clusters Score -4052510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4052525.500000 Penalty: 5141.595703
	Iteration 20F: 3 clusters Score -4052526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4052541.250000 Penalty: 5141.595703
	Iteration 21Q: 3 clusters Score -4052541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4052544.000000 Penalty: 5141.595703
	Iteration 22Q: 3 clusters Score -4052544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4052547.500000 Penalty: 5141.595703
	Iteration 23Q: 3 clusters Score -4052548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4052556.500000 Penalty: 5141.595703
	Iteration 24Q: 3 clusters Score -4052556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4052565.500000 Penalty: 5141.595703
	Iteration 25Q: 3 clusters Score -4052566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4052566.250000 Penalty: 5141.595703
	Iteration 26Q: 3 clusters Score -4052566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4052576.500000 Penalty: 5141.595703
	Iteration 27Q: 3 clusters Score -4052576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4052579.000000 Penalty: 5141.595703
	Iteration 28Q: 3 clusters Score -4052579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4052585.000000 Penalty: 5141.595703
	Iteration 29Q: 3 clusters Score -4052585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4052586.750000 Penalty: 5141.595703
	Iteration 30Q: 3 clusters Score -4052587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4052595.250000 Penalty: 5141.595703
	Iteration 31Q: 3 clusters Score -4052595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4052596.000000 Penalty: 5141.595703
	Iteration 32Q: 3 clusters Score -4052596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4052596.500000 Penalty: 5141.595703
	Iteration 33Q: 3 clusters Score -4052596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4052602.250000 Penalty: 5141.595703
	Iteration 34Q: 3 clusters Score -4052602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4052602.250000 Penalty: 5141.595703
	Iteration 35Q: 3 clusters Score -4052602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4052602.250000 Penalty: 5141.595703
	Iteration 36F: 3 clusters Score -4052602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 173999 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 59912 members 
Mstep: Class 6 contains 312285 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 162722 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 4890 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 112007 members 
Mstep: Class 14 contains 39599 members 
Mstep: Class 15 contains 46098 members 
Mstep: Class 17 contains 13097 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 472 members 
Mstep: Class 23 contains 31765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282256.000000 Penalty: 61513.308594
Iteration 79Q: 19 clusters Score -1.192823e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 173860 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 59945 members 
Mstep: Class 6 contains 312201 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 163085 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 4890 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 111861 members 
Mstep: Class 14 contains 39589 members 
Mstep: Class 15 contains 46094 members 
Mstep: Class 17 contains 13097 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 472 members 
Mstep: Class 23 contains 31752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282328.000000 Penalty: 61513.308594
Iteration 80F: 19 clusters Score -1.192823e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 173734 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 59978 members 
Mstep: Class 6 contains 312123 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 163411 members 
Mstep: Class 9 contains 1011 members 
Mstep: Class 10 contains 4890 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 111716 members 
Mstep: Class 14 contains 39582 members 
Mstep: Class 15 contains 46098 members 
Mstep: Class 17 contains 13089 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 474 members 
Mstep: Class 23 contains 31753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282608.000000 Penalty: 61513.308594
Iteration 81Q: 19 clusters Score -1.192826e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 173624 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60009 members 
Mstep: Class 6 contains 312029 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 163720 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 111587 members 
Mstep: Class 14 contains 39571 members 
Mstep: Class 15 contains 46101 members 
Mstep: Class 17 contains 13087 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 477 members 
Mstep: Class 23 contains 31753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282832.000000 Penalty: 61513.308594
Iteration 82Q: 19 clusters Score -1.192828e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 173512 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60044 members 
Mstep: Class 6 contains 311957 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 164027 members 
Mstep: Class 9 contains 1005 members 
Mstep: Class 10 contains 4892 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 111444 members 
Mstep: Class 14 contains 39560 members 
Mstep: Class 15 contains 46095 members 
Mstep: Class 17 contains 13085 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 480 members 
Mstep: Class 23 contains 31758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282920.000000 Penalty: 61513.308594
Iteration 83Q: 19 clusters Score -1.192829e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 173403 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60076 members 
Mstep: Class 6 contains 311893 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 164304 members 
Mstep: Class 9 contains 1001 members 
Mstep: Class 10 contains 4892 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 111308 members 
Mstep: Class 14 contains 39559 members 
Mstep: Class 15 contains 46093 members 
Mstep: Class 17 contains 13082 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 31764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283176.000000 Penalty: 61513.308594
Iteration 84Q: 19 clusters Score -1.192832e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 173305 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60093 members 
Mstep: Class 6 contains 311829 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 164591 members 
Mstep: Class 9 contains 995 members 
Mstep: Class 10 contains 4892 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 111171 members 
Mstep: Class 14 contains 39561 members 
Mstep: Class 15 contains 46087 members 
Mstep: Class 17 contains 13081 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 490 members 
Mstep: Class 23 contains 31764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283184.000000 Penalty: 61513.308594
Iteration 85Q: 19 clusters Score -1.192832e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 173229 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60108 members 
Mstep: Class 6 contains 311775 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 164874 members 
Mstep: Class 9 contains 991 members 
Mstep: Class 10 contains 4892 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 111031 members 
Mstep: Class 14 contains 39557 members 
Mstep: Class 15 contains 46067 members 
Mstep: Class 17 contains 13079 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 494 members 
Mstep: Class 23 contains 31762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283296.000000 Penalty: 61513.308594
Iteration 86Q: 19 clusters Score -1.192833e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 173140 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60120 members 
Mstep: Class 6 contains 311727 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 165148 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 4892 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 110918 members 
Mstep: Class 14 contains 39555 members 
Mstep: Class 15 contains 46049 members 
Mstep: Class 17 contains 13069 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 31756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283280.000000 Penalty: 61513.308594
Iteration 87Q: 19 clusters Score -1.192833e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 173078 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60133 members 
Mstep: Class 6 contains 311679 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 165408 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 4892 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 110787 members 
Mstep: Class 14 contains 39545 members 
Mstep: Class 15 contains 46036 members 
Mstep: Class 17 contains 13064 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 31751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283144.000000 Penalty: 61513.308594
Iteration 88Q: 19 clusters Score -1.192831e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 172997 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60147 members 
Mstep: Class 6 contains 311626 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 165665 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 110658 members 
Mstep: Class 14 contains 39544 members 
Mstep: Class 15 contains 46029 members 
Mstep: Class 17 contains 13060 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 31754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283328.000000 Penalty: 61513.308594
Iteration 89Q: 19 clusters Score -1.192833e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 172926 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60162 members 
Mstep: Class 6 contains 311541 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 165965 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 4894 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 110504 members 
Mstep: Class 14 contains 39554 members 
Mstep: Class 15 contains 46022 members 
Mstep: Class 17 contains 13054 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 31751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283576.000000 Penalty: 61513.308594
Iteration 90Q: 19 clusters Score -1.192836e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 172822 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60178 members 
Mstep: Class 6 contains 311481 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166252 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 110392 members 
Mstep: Class 14 contains 39541 members 
Mstep: Class 15 contains 46005 members 
Mstep: Class 17 contains 13058 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 31749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283848.000000 Penalty: 61513.308594
Iteration 91Q: 19 clusters Score -1.192838e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 172734 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60191 members 
Mstep: Class 6 contains 311429 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166500 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 110291 members 
Mstep: Class 14 contains 39536 members 
Mstep: Class 15 contains 45995 members 
Mstep: Class 17 contains 13058 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 31743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283704.000000 Penalty: 61513.308594
Iteration 92Q: 19 clusters Score -1.192837e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 172633 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60208 members 
Mstep: Class 6 contains 311394 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166773 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 110161 members 
Mstep: Class 14 contains 39524 members 
Mstep: Class 15 contains 45987 members 
Mstep: Class 17 contains 13057 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 31740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283784.000000 Penalty: 61513.308594
Iteration 93Q: 19 clusters Score -1.192838e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 172556 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60220 members 
Mstep: Class 6 contains 311327 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 167040 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 110045 members 
Mstep: Class 14 contains 39508 members 
Mstep: Class 15 contains 45983 members 
Mstep: Class 17 contains 13055 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 31743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283912.000000 Penalty: 61513.308594
Iteration 94Q: 19 clusters Score -1.192839e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 172508 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60229 members 
Mstep: Class 6 contains 311259 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 167288 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 109932 members 
Mstep: Class 14 contains 39494 members 
Mstep: Class 15 contains 45976 members 
Mstep: Class 17 contains 13051 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 31740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284024.000000 Penalty: 61513.308594
Iteration 95Q: 19 clusters Score -1.19284e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 172447 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60240 members 
Mstep: Class 6 contains 311224 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 167535 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 109823 members 
Mstep: Class 14 contains 39474 members 
Mstep: Class 15 contains 45963 members 
Mstep: Class 17 contains 13041 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 31730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284040.000000 Penalty: 61513.308594
Iteration 96Q: 19 clusters Score -1.19284e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 172396 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60255 members 
Mstep: Class 6 contains 311189 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 167751 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 4896 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 109716 members 
Mstep: Class 14 contains 39463 members 
Mstep: Class 15 contains 45943 members 
Mstep: Class 17 contains 13034 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 31730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284264.000000 Penalty: 61513.308594
Iteration 97Q: 19 clusters Score -1.192843e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 172303 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60269 members 
Mstep: Class 6 contains 311218 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 167950 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 4897 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 109584 members 
Mstep: Class 14 contains 39466 members 
Mstep: Class 15 contains 45932 members 
Mstep: Class 17 contains 13031 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 31723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284112.000000 Penalty: 61513.308594
Iteration 98Q: 19 clusters Score -1.192841e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 172189 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60274 members 
Mstep: Class 6 contains 311255 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 168150 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 4898 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 109481 members 
Mstep: Class 14 contains 39449 members 
Mstep: Class 15 contains 45919 members 
Mstep: Class 17 contains 13028 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 31730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283968.000000 Penalty: 61513.308594
Iteration 99Q: 19 clusters Score -1.19284e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 172133 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60281 members 
Mstep: Class 6 contains 311204 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 168346 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 4899 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 109385 members 
Mstep: Class 14 contains 39451 members 
Mstep: Class 15 contains 45914 members 
Mstep: Class 17 contains 13029 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 31731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284232.000000 Penalty: 61513.308594
Iteration 100F: 19 clusters Score -1.192842e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 172072 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60291 members 
Mstep: Class 6 contains 311126 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 168560 members 
Mstep: Class 9 contains 980 members 
Mstep: Class 10 contains 4900 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 109324 members 
Mstep: Class 14 contains 39442 members 
Mstep: Class 15 contains 45904 members 
Mstep: Class 17 contains 13023 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 505 members 
Mstep: Class 23 contains 31732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284360.000000 Penalty: 61513.308594
Iteration 101Q: 19 clusters Score -1.192844e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171986 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60297 members 
Mstep: Class 6 contains 311105 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 168769 members 
Mstep: Class 9 contains 977 members 
Mstep: Class 10 contains 4902 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 109244 members 
Mstep: Class 14 contains 39435 members 
Mstep: Class 15 contains 45889 members 
Mstep: Class 17 contains 13020 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 508 members 
Mstep: Class 23 contains 31727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284344.000000 Penalty: 61513.308594
Iteration 102Q: 19 clusters Score -1.192843e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171934 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60292 members 
Mstep: Class 6 contains 311059 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 168980 members 
Mstep: Class 9 contains 973 members 
Mstep: Class 10 contains 4905 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 109163 members 
Mstep: Class 14 contains 39423 members 
Mstep: Class 15 contains 45885 members 
Mstep: Class 17 contains 13012 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284344.000000 Penalty: 61513.308594
Iteration 103Q: 19 clusters Score -1.192843e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171890 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60289 members 
Mstep: Class 6 contains 311067 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 169154 members 
Mstep: Class 9 contains 971 members 
Mstep: Class 10 contains 4907 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 109058 members 
Mstep: Class 14 contains 39416 members 
Mstep: Class 15 contains 45879 members 
Mstep: Class 17 contains 13008 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 31706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284192.000000 Penalty: 61513.308594
Iteration 104Q: 19 clusters Score -1.192842e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171887 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60292 members 
Mstep: Class 6 contains 311036 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 169297 members 
Mstep: Class 9 contains 968 members 
Mstep: Class 10 contains 4907 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 108970 members 
Mstep: Class 14 contains 39407 members 
Mstep: Class 15 contains 45871 members 
Mstep: Class 17 contains 13002 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 31705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284264.000000 Penalty: 61513.308594
Iteration 105Q: 19 clusters Score -1.192843e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171874 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60296 members 
Mstep: Class 6 contains 310991 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 169456 members 
Mstep: Class 9 contains 968 members 
Mstep: Class 10 contains 4907 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 108882 members 
Mstep: Class 14 contains 39404 members 
Mstep: Class 15 contains 45868 members 
Mstep: Class 17 contains 12999 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 31697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284152.000000 Penalty: 61513.308594
Iteration 106Q: 19 clusters Score -1.192842e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171883 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60302 members 
Mstep: Class 6 contains 310946 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 169617 members 
Mstep: Class 9 contains 968 members 
Mstep: Class 10 contains 4908 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 108777 members 
Mstep: Class 14 contains 39389 members 
Mstep: Class 15 contains 45868 members 
Mstep: Class 17 contains 13004 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 31680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284240.000000 Penalty: 61513.308594
Iteration 107Q: 19 clusters Score -1.192842e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171874 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60314 members 
Mstep: Class 6 contains 310889 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 169802 members 
Mstep: Class 9 contains 968 members 
Mstep: Class 10 contains 4910 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 108677 members 
Mstep: Class 14 contains 39371 members 
Mstep: Class 15 contains 45865 members 
Mstep: Class 17 contains 13006 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 31666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284352.000000 Penalty: 61513.308594
Iteration 108Q: 19 clusters Score -1.192844e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171857 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60325 members 
Mstep: Class 6 contains 310817 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 169991 members 
Mstep: Class 9 contains 968 members 
Mstep: Class 10 contains 4912 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 108581 members 
Mstep: Class 14 contains 39357 members 
Mstep: Class 15 contains 45868 members 
Mstep: Class 17 contains 13007 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 31659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284400.000000 Penalty: 61513.308594
Iteration 109Q: 19 clusters Score -1.192844e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171828 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60337 members 
Mstep: Class 6 contains 310766 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 170177 members 
Mstep: Class 9 contains 968 members 
Mstep: Class 10 contains 4911 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 108494 members 
Mstep: Class 14 contains 39351 members 
Mstep: Class 15 contains 45858 members 
Mstep: Class 17 contains 13006 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 31646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284512.000000 Penalty: 61513.308594
Iteration 110Q: 19 clusters Score -1.192845e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171778 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60340 members 
Mstep: Class 6 contains 310740 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 170354 members 
Mstep: Class 9 contains 968 members 
Mstep: Class 10 contains 4912 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 108413 members 
Mstep: Class 14 contains 39342 members 
Mstep: Class 15 contains 45855 members 
Mstep: Class 17 contains 13004 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 31636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284424.000000 Penalty: 61513.308594
Iteration 111Q: 19 clusters Score -1.192844e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171722 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60346 members 
Mstep: Class 6 contains 310731 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 170560 members 
Mstep: Class 9 contains 968 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 108296 members 
Mstep: Class 14 contains 39333 members 
Mstep: Class 15 contains 45844 members 
Mstep: Class 17 contains 13004 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 31625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284304.000000 Penalty: 61513.308594
Iteration 112Q: 19 clusters Score -1.192843e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171676 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60352 members 
Mstep: Class 6 contains 310718 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 170731 members 
Mstep: Class 9 contains 968 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 108207 members 
Mstep: Class 14 contains 39328 members 
Mstep: Class 15 contains 45826 members 
Mstep: Class 17 contains 13006 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 31617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284392.000000 Penalty: 61513.308594
Iteration 113Q: 19 clusters Score -1.192844e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171596 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60356 members 
Mstep: Class 6 contains 310720 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 170937 members 
Mstep: Class 9 contains 968 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 108109 members 
Mstep: Class 14 contains 39312 members 
Mstep: Class 15 contains 45820 members 
Mstep: Class 17 contains 13002 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 31609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284232.000000 Penalty: 61513.308594
Iteration 114Q: 19 clusters Score -1.192842e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171530 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60357 members 
Mstep: Class 6 contains 310705 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 171152 members 
Mstep: Class 9 contains 968 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 108006 members 
Mstep: Class 14 contains 39306 members 
Mstep: Class 15 contains 45806 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 31599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284472.000000 Penalty: 61513.308594
Iteration 115Q: 19 clusters Score -1.192845e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171472 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60361 members 
Mstep: Class 6 contains 310663 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 171384 members 
Mstep: Class 9 contains 968 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 107897 members 
Mstep: Class 14 contains 39299 members 
Mstep: Class 15 contains 45794 members 
Mstep: Class 17 contains 12998 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 31593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284528.000000 Penalty: 61513.308594
Iteration 116Q: 19 clusters Score -1.192845e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171414 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60364 members 
Mstep: Class 6 contains 310651 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 171568 members 
Mstep: Class 9 contains 968 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 107805 members 
Mstep: Class 14 contains 39294 members 
Mstep: Class 15 contains 45784 members 
Mstep: Class 17 contains 12997 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 31584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284608.000000 Penalty: 61513.308594
Iteration 117Q: 19 clusters Score -1.192846e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171346 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60365 members 
Mstep: Class 6 contains 310655 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 171724 members 
Mstep: Class 9 contains 968 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 13 contains 107723 members 
Mstep: Class 14 contains 39285 members 
Mstep: Class 15 contains 45783 members 
Mstep: Class 17 contains 12999 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 31581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284664.000000 Penalty: 61513.308594
Iteration 118Q: 19 clusters Score -1.192847e+08 nChanged 611
Entering ConstructFrom: 
Score: -119284664.000000 Penalty: 61513.308594
Entering ConstructFrom: 
Trying to split cluster 1 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -66002.109375 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -66002.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64408.937500 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -64408.94 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64555.019531 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -64555.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64614.800781 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -64614.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64648.343750 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -64648.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64671.183594 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -64671.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64674.507812 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -64674.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64674.507812 Penalty: 3126.099121
	Iteration 6F: 3 clusters Score -64674.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (171304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171304 members 
Entering Unmasked Estep 
Score: -21589004.000000 Penalty: 2988.696289
	Iteration 0F: 2 clusters Score -2.1589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85547 members 
Mstep: Class 2 contains 85757 members 
Entering Unmasked Estep 
Score: -21474566.000000 Penalty: 5977.392578
	Iteration 0F: 3 clusters Score -2.147457e+07 nChanged 82037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81742 members 
Mstep: Class 2 contains 89562 members 
Entering Unmasked Estep 
Score: -21522136.000000 Penalty: 5977.392578
	Iteration 1F: 3 clusters Score -2.152214e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79627 members 
Mstep: Class 2 contains 91677 members 
Entering Unmasked Estep 
Score: -21523256.000000 Penalty: 5977.392578
	Iteration 2Q: 3 clusters Score -2.152326e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76333 members 
Mstep: Class 2 contains 94971 members 
Entering Unmasked Estep 
Score: -21524884.000000 Penalty: 5977.392578
	Iteration 3Q: 3 clusters Score -2.152488e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71590 members 
Mstep: Class 2 contains 99714 members 
Entering Unmasked Estep 
Score: -21527016.000000 Penalty: 5977.392578
	Iteration 4Q: 3 clusters Score -2.152702e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 106634 members 
Entering Unmasked Estep 
Score: -21530782.000000 Penalty: 5977.392578
	Iteration 5Q: 3 clusters Score -2.153078e+07 nChanged 10778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54878 members 
Mstep: Class 2 contains 116426 members 
Entering Unmasked Estep 
Score: -21537366.000000 Penalty: 5977.392578
	Iteration 6F: 3 clusters Score -2.153737e+07 nChanged 13110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 128752 members 
Entering Unmasked Estep 
Score: -21547812.000000 Penalty: 5977.392578
	Iteration 7F: 3 clusters Score -2.154781e+07 nChanged 14044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 142194 members 
Entering Unmasked Estep 
Score: -21560942.000000 Penalty: 5977.392578
	Iteration 8F: 3 clusters Score -2.156094e+07 nChanged 11790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 153666 members 
Entering Unmasked Estep 
Score: -21572804.000000 Penalty: 5977.392578
	Iteration 9F: 3 clusters Score -2.15728e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 160935 members 
Entering Unmasked Estep 
Score: -21580118.000000 Penalty: 5977.392578
	Iteration 10Q: 3 clusters Score -2.158012e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 164434 members 
Entering Unmasked Estep 
Score: -21583774.000000 Penalty: 5977.392578
	Iteration 11Q: 3 clusters Score -2.158377e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 165919 members 
Entering Unmasked Estep 
Score: -21585476.000000 Penalty: 5977.392578
	Iteration 12Q: 3 clusters Score -2.158548e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 166681 members 
Entering Unmasked Estep 
Score: -21586304.000000 Penalty: 5977.392578
	Iteration 13Q: 3 clusters Score -2.15863e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 167156 members 
Entering Unmasked Estep 
Score: -21586742.000000 Penalty: 5977.392578
	Iteration 14Q: 3 clusters Score -2.158674e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 167505 members 
Entering Unmasked Estep 
Score: -21586972.000000 Penalty: 5977.392578
	Iteration 15Q: 3 clusters Score -2.158697e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 167752 members 
Entering Unmasked Estep 
Score: -21587106.000000 Penalty: 5977.392578
	Iteration 16Q: 3 clusters Score -2.158711e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 167950 members 
Entering Unmasked Estep 
Score: -21587092.000000 Penalty: 5977.392578
	Iteration 17Q: 3 clusters Score -2.158709e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 168109 members 
Entering Unmasked Estep 
Score: -21587110.000000 Penalty: 5977.392578
	Iteration 18Q: 3 clusters Score -2.158711e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 168215 members 
Entering Unmasked Estep 
Score: -21587158.000000 Penalty: 5977.392578
	Iteration 19Q: 3 clusters Score -2.158716e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 168319 members 
Entering Unmasked Estep 
Score: -21587200.000000 Penalty: 5977.392578
	Iteration 20F: 3 clusters Score -2.15872e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 168405 members 
Entering Unmasked Estep 
Score: -21587216.000000 Penalty: 5977.392578
	Iteration 21Q: 3 clusters Score -2.158722e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 168488 members 
Entering Unmasked Estep 
Score: -21587274.000000 Penalty: 5977.392578
	Iteration 22Q: 3 clusters Score -2.158727e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 168553 members 
Entering Unmasked Estep 
Score: -21587270.000000 Penalty: 5977.392578
	Iteration 23Q: 3 clusters Score -2.158727e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 168604 members 
Entering Unmasked Estep 
Score: -21587278.000000 Penalty: 5977.392578
	Iteration 24Q: 3 clusters Score -2.158728e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 168652 members 
Entering Unmasked Estep 
Score: -21587282.000000 Penalty: 5977.392578
	Iteration 25Q: 3 clusters Score -2.158728e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 168685 members 
Entering Unmasked Estep 
Score: -21587278.000000 Penalty: 5977.392578
	Iteration 26Q: 3 clusters Score -2.158728e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 168709 members 
Entering Unmasked Estep 
Score: -21587284.000000 Penalty: 5977.392578
	Iteration 27Q: 3 clusters Score -2.158728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 168730 members 
Entering Unmasked Estep 
Score: -21587264.000000 Penalty: 5977.392578
	Iteration 28Q: 3 clusters Score -2.158726e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 168751 members 
Entering Unmasked Estep 
Score: -21587252.000000 Penalty: 5977.392578
	Iteration 29Q: 3 clusters Score -2.158725e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 168770 members 
Entering Unmasked Estep 
Score: -21587250.000000 Penalty: 5977.392578
	Iteration 30Q: 3 clusters Score -2.158725e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 168792 members 
Entering Unmasked Estep 
Score: -21587260.000000 Penalty: 5977.392578
	Iteration 31Q: 3 clusters Score -2.158726e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 168813 members 
Entering Unmasked Estep 
Score: -21587266.000000 Penalty: 5977.392578
	Iteration 32Q: 3 clusters Score -2.158727e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 168836 members 
Entering Unmasked Estep 
Score: -21587276.000000 Penalty: 5977.392578
	Iteration 33Q: 3 clusters Score -2.158728e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 168860 members 
Entering Unmasked Estep 
Score: -21587276.000000 Penalty: 5977.392578
	Iteration 34Q: 3 clusters Score -2.158728e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 168879 members 
Entering Unmasked Estep 
Score: -21587268.000000 Penalty: 5977.392578
	Iteration 35Q: 3 clusters Score -2.158727e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 168891 members 
Entering Unmasked Estep 
Score: -21587270.000000 Penalty: 5977.392578
	Iteration 36Q: 3 clusters Score -2.158727e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 168907 members 
Entering Unmasked Estep 
Score: -21587258.000000 Penalty: 5977.392578
	Iteration 37Q: 3 clusters Score -2.158726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 168917 members 
Entering Unmasked Estep 
Score: -21587260.000000 Penalty: 5977.392578
	Iteration 38Q: 3 clusters Score -2.158726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 168922 members 
Entering Unmasked Estep 
Score: -21587264.000000 Penalty: 5977.392578
	Iteration 39Q: 3 clusters Score -2.158726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 168928 members 
Entering Unmasked Estep 
Score: -21587256.000000 Penalty: 5977.392578
	Iteration 40F: 3 clusters Score -2.158726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 168934 members 
Entering Unmasked Estep 
Score: -21587282.000000 Penalty: 5977.392578
	Iteration 41Q: 3 clusters Score -2.158728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 168939 members 
Entering Unmasked Estep 
Score: -21587270.000000 Penalty: 5977.392578
	Iteration 42Q: 3 clusters Score -2.158727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 168949 members 
Entering Unmasked Estep 
Score: -21587278.000000 Penalty: 5977.392578
	Iteration 43Q: 3 clusters Score -2.158728e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 168961 members 
Entering Unmasked Estep 
Score: -21587262.000000 Penalty: 5977.392578
	Iteration 44Q: 3 clusters Score -2.158726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 168974 members 
Entering Unmasked Estep 
Score: -21587258.000000 Penalty: 5977.392578
	Iteration 45Q: 3 clusters Score -2.158726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 168982 members 
Entering Unmasked Estep 
Score: -21587242.000000 Penalty: 5977.392578
	Iteration 46Q: 3 clusters Score -2.158724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 168989 members 
Entering Unmasked Estep 
Score: -21587244.000000 Penalty: 5977.392578
	Iteration 47Q: 3 clusters Score -2.158724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 168991 members 
Entering Unmasked Estep 
Score: -21587240.000000 Penalty: 5977.392578
	Iteration 48Q: 3 clusters Score -2.158724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 168990 members 
Entering Unmasked Estep 
Score: -21587256.000000 Penalty: 5977.392578
	Iteration 49Q: 3 clusters Score -2.158726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 168992 members 
Entering Unmasked Estep 
Score: -21587250.000000 Penalty: 5977.392578
	Iteration 50Q: 3 clusters Score -2.158725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 168992 members 
Entering Unmasked Estep 
Score: -21587250.000000 Penalty: 5977.392578
	Iteration 51F: 3 clusters Score -2.158725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -292546.968750 Penalty: 1932.707275
	Iteration 0F: 2 clusters Score -292547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -289635.156250 Penalty: 3865.414551
	Iteration 0F: 3 clusters Score -289635.2 nChanged 799
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: -290162.343750 Penalty: 3865.414551
	Iteration 1F: 3 clusters Score -290162.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -290290.593750 Penalty: 3865.414551
	Iteration 2F: 3 clusters Score -290290.6 nChanged 83
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: -290354.093750 Penalty: 3865.414551
	Iteration 3Q: 3 clusters Score -290354.1 nChanged 64
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: -290393.312500 Penalty: 3865.414551
	Iteration 4Q: 3 clusters Score -290393.3 nChanged 33
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: -290411.906250 Penalty: 3865.414551
	Iteration 5Q: 3 clusters Score -290411.9 nChanged 26
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: -290426.250000 Penalty: 3865.414551
	Iteration 6Q: 3 clusters Score -290426.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -290441.281250 Penalty: 3865.414551
	Iteration 7Q: 3 clusters Score -290441.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -290449.812500 Penalty: 3865.414551
	Iteration 8Q: 3 clusters Score -290449.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -290457.312500 Penalty: 3865.414551
	Iteration 9Q: 3 clusters Score -290457.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -290466.718750 Penalty: 3865.414551
	Iteration 10Q: 3 clusters Score -290466.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -290478.375000 Penalty: 3865.414551
	Iteration 11Q: 3 clusters Score -290478.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -290486.781250 Penalty: 3865.414551
	Iteration 12Q: 3 clusters Score -290486.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -290495.375000 Penalty: 3865.414551
	Iteration 13Q: 3 clusters Score -290495.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -290508.875000 Penalty: 3865.414551
	Iteration 14Q: 3 clusters Score -290508.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -290515.593750 Penalty: 3865.414551
	Iteration 15Q: 3 clusters Score -290515.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -290521.312500 Penalty: 3865.414551
	Iteration 16Q: 3 clusters Score -290521.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -290529.968750 Penalty: 3865.414551
	Iteration 17Q: 3 clusters Score -290530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -290534.281250 Penalty: 3865.414551
	Iteration 18Q: 3 clusters Score -290534.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -290539.781250 Penalty: 3865.414551
	Iteration 19Q: 3 clusters Score -290539.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -290543.125000 Penalty: 3865.414551
	Iteration 20F: 3 clusters Score -290543.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -290548.406250 Penalty: 3865.414551
	Iteration 21Q: 3 clusters Score -290548.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -290552.718750 Penalty: 3865.414551
	Iteration 22Q: 3 clusters Score -290552.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -290555.593750 Penalty: 3865.414551
	Iteration 23Q: 3 clusters Score -290555.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -290559.125000 Penalty: 3865.414551
	Iteration 24Q: 3 clusters Score -290559.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -290560.906250 Penalty: 3865.414551
	Iteration 25Q: 3 clusters Score -290560.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -290562.062500 Penalty: 3865.414551
	Iteration 26Q: 3 clusters Score -290562.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -290564.593750 Penalty: 3865.414551
	Iteration 27Q: 3 clusters Score -290564.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -290570.125000 Penalty: 3865.414551
	Iteration 28Q: 3 clusters Score -290570.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -290578.218750 Penalty: 3865.414551
	Iteration 29Q: 3 clusters Score -290578.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -290585.531250 Penalty: 3865.414551
	Iteration 30Q: 3 clusters Score -290585.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -290590.000000 Penalty: 3865.414551
	Iteration 31Q: 3 clusters Score -290590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -290596.187500 Penalty: 3865.414551
	Iteration 32Q: 3 clusters Score -290596.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -290605.062500 Penalty: 3865.414551
	Iteration 33Q: 3 clusters Score -290605.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -290611.843750 Penalty: 3865.414551
	Iteration 34Q: 3 clusters Score -290611.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -290615.937500 Penalty: 3865.414551
	Iteration 35Q: 3 clusters Score -290615.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -290617.718750 Penalty: 3865.414551
	Iteration 36Q: 3 clusters Score -290617.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -290620.843750 Penalty: 3865.414551
	Iteration 37Q: 3 clusters Score -290620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -290622.593750 Penalty: 3865.414551
	Iteration 38Q: 3 clusters Score -290622.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -290624.125000 Penalty: 3865.414551
	Iteration 39Q: 3 clusters Score -290624.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -290625.906250 Penalty: 3865.414551
	Iteration 40F: 3 clusters Score -290625.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -290628.031250 Penalty: 3865.414551
	Iteration 41Q: 3 clusters Score -290628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -290634.093750 Penalty: 3865.414551
	Iteration 42Q: 3 clusters Score -290634.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -290642.468750 Penalty: 3865.414551
	Iteration 43Q: 3 clusters Score -290642.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -290651.781250 Penalty: 3865.414551
	Iteration 44Q: 3 clusters Score -290651.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -290666.062500 Penalty: 3865.414551
	Iteration 45Q: 3 clusters Score -290666.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -290681.687500 Penalty: 3865.414551
	Iteration 46Q: 3 clusters Score -290681.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -290711.531250 Penalty: 3865.414551
	Iteration 47Q: 3 clusters Score -290711.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -290754.250000 Penalty: 3865.414551
	Iteration 48Q: 3 clusters Score -290754.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -290827.312500 Penalty: 3865.414551
	Iteration 49Q: 3 clusters Score -290827.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -290896.437500 Penalty: 3865.414551
	Iteration 50Q: 3 clusters Score -290896.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -290964.750000 Penalty: 3865.414551
	Iteration 51Q: 3 clusters Score -290964.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -291051.968750 Penalty: 3865.414551
	Iteration 52Q: 3 clusters Score -291052 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -291173.468750 Penalty: 3865.414551
	Iteration 53Q: 3 clusters Score -291173.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -291322.281250 Penalty: 3865.414551
	Iteration 54Q: 3 clusters Score -291322.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -291452.843750 Penalty: 3865.414551
	Iteration 55Q: 3 clusters Score -291452.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -291558.250000 Penalty: 3865.414551
	Iteration 56Q: 3 clusters Score -291558.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -291681.562500 Penalty: 3865.414551
	Iteration 57Q: 3 clusters Score -291681.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -291777.062500 Penalty: 3865.414551
	Iteration 58Q: 3 clusters Score -291777.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -291875.093750 Penalty: 3865.414551
	Iteration 59Q: 3 clusters Score -291875.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -291945.093750 Penalty: 3865.414551
	Iteration 60F: 3 clusters Score -291945.1 nChanged 36
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: -291996.750000 Penalty: 3865.414551
	Iteration 61Q: 3 clusters Score -291996.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -292016.531250 Penalty: 3865.414551
	Iteration 62Q: 3 clusters Score -292016.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -292033.437500 Penalty: 3865.414551
	Iteration 63Q: 3 clusters Score -292033.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -292048.812500 Penalty: 3865.414551
	Iteration 64Q: 3 clusters Score -292048.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -292054.312500 Penalty: 3865.414551
	Iteration 65Q: 3 clusters Score -292054.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -292057.187500 Penalty: 3865.414551
	Iteration 66Q: 3 clusters Score -292057.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -292058.500000 Penalty: 3865.414551
	Iteration 67Q: 3 clusters Score -292058.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -292058.500000 Penalty: 3865.414551
	Iteration 68F: 3 clusters Score -292058.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -62271.539062 Penalty: 1612.691895
	Iteration 0F: 2 clusters Score -62271.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -60736.105469 Penalty: 3225.383789
	Iteration 0F: 3 clusters Score -60736.11 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -61419.746094 Penalty: 3225.383789
	Iteration 1F: 3 clusters Score -61419.75 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -61933.925781 Penalty: 3225.383789
	Iteration 2F: 3 clusters Score -61933.93 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -62229.464844 Penalty: 3225.383789
	Iteration 3F: 3 clusters Score -62229.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -62457.332031 Penalty: 3225.383789
	Iteration 4Q: 3 clusters Score -62457.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -62695.925781 Penalty: 3225.383789
	Iteration 5Q: 3 clusters Score -62695.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -62918.593750 Penalty: 3225.383789
	Iteration 6Q: 3 clusters Score -62918.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -63010.214844 Penalty: 3225.383789
	Iteration 7Q: 3 clusters Score -63010.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -63094.808594 Penalty: 3225.383789
	Iteration 8Q: 3 clusters Score -63094.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -63315.972656 Penalty: 3225.383789
	Iteration 9Q: 3 clusters Score -63315.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -63416.023438 Penalty: 3225.383789
	Iteration 10Q: 3 clusters Score -63416.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -63420.914062 Penalty: 3225.383789
	Iteration 11Q: 3 clusters Score -63420.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -63432.699219 Penalty: 3225.383789
	Iteration 12Q: 3 clusters Score -63432.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -63456.636719 Penalty: 3225.383789
	Iteration 13Q: 3 clusters Score -63456.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -63469.097656 Penalty: 3225.383789
	Iteration 14Q: 3 clusters Score -63469.1 nChanged 3
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: -63495.273438 Penalty: 3225.383789
	Iteration 15Q: 3 clusters Score -63495.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -63586.433594 Penalty: 3225.383789
	Iteration 16Q: 3 clusters Score -63586.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -63810.769531 Penalty: 3225.383789
	Iteration 17Q: 3 clusters Score -63810.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -63912.019531 Penalty: 3225.383789
	Iteration 18Q: 3 clusters Score -63912.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -63912.019531 Penalty: 3225.383789
	Iteration 19F: 3 clusters Score -63912.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171304 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 60370 members 
Mstep: Class 6 contains 310632 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 171886 members 
Mstep: Class 9 contains 968 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 107647 members 
Mstep: Class 14 contains 39277 members 
Mstep: Class 15 contains 45772 members 
Mstep: Class 17 contains 12993 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 31580 members 
Entering Unmasked Estep 
Score: -119284512.000000 Penalty: 64930.714844
Splitting cluster 4 changes total score from -119284664.000000 to -119284512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (60370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60370 members 
Entering Unmasked Estep 
Score: -7394837.500000 Penalty: 2730.045410
	Iteration 0F: 2 clusters Score -7394838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -7354137.000000 Penalty: 5460.090820
	Iteration 0F: 3 clusters Score -7354137 nChanged 28036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -7369652.000000 Penalty: 5460.090820
	Iteration 1F: 3 clusters Score -7369652 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -7370298.500000 Penalty: 5460.090820
	Iteration 2Q: 3 clusters Score -7370298 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -7371085.500000 Penalty: 5460.090820
	Iteration 3Q: 3 clusters Score -7371086 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -7372232.000000 Penalty: 5460.090820
	Iteration 4Q: 3 clusters Score -7372232 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -7374037.500000 Penalty: 5460.090820
	Iteration 5F: 3 clusters Score -7374038 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -7377087.500000 Penalty: 5460.090820
	Iteration 6F: 3 clusters Score -7377088 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49261 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -7381738.000000 Penalty: 5460.090820
	Iteration 7F: 3 clusters Score -7381738 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -7386546.500000 Penalty: 5460.090820
	Iteration 8F: 3 clusters Score -7386546 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -7389954.500000 Penalty: 5460.090820
	Iteration 9F: 3 clusters Score -7389954 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -7391538.500000 Penalty: 5460.090820
	Iteration 10Q: 3 clusters Score -7391538 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7392139.000000 Penalty: 5460.090820
	Iteration 11Q: 3 clusters Score -7392139 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7392368.000000 Penalty: 5460.090820
	Iteration 12Q: 3 clusters Score -7392368 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59986 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7392494.500000 Penalty: 5460.090820
	Iteration 13Q: 3 clusters Score -7392494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60031 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7392554.500000 Penalty: 5460.090820
	Iteration 14Q: 3 clusters Score -7392554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7392570.000000 Penalty: 5460.090820
	Iteration 15Q: 3 clusters Score -7392570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7392588.000000 Penalty: 5460.090820
	Iteration 16Q: 3 clusters Score -7392588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60077 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7392605.000000 Penalty: 5460.090820
	Iteration 17Q: 3 clusters Score -7392605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7392639.000000 Penalty: 5460.090820
	Iteration 18Q: 3 clusters Score -7392639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7392658.000000 Penalty: 5460.090820
	Iteration 19Q: 3 clusters Score -7392658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7392678.500000 Penalty: 5460.090820
	Iteration 20F: 3 clusters Score -7392678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60099 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7392696.500000 Penalty: 5460.090820
	Iteration 21Q: 3 clusters Score -7392696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7392722.000000 Penalty: 5460.090820
	Iteration 22Q: 3 clusters Score -7392722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60125 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7392727.500000 Penalty: 5460.090820
	Iteration 23Q: 3 clusters Score -7392728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7392751.000000 Penalty: 5460.090820
	Iteration 24Q: 3 clusters Score -7392751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7392759.500000 Penalty: 5460.090820
	Iteration 25Q: 3 clusters Score -7392760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60155 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7392776.500000 Penalty: 5460.090820
	Iteration 26Q: 3 clusters Score -7392776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7392787.500000 Penalty: 5460.090820
	Iteration 27Q: 3 clusters Score -7392788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60165 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7392789.000000 Penalty: 5460.090820
	Iteration 28Q: 3 clusters Score -7392789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60166 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7392802.000000 Penalty: 5460.090820
	Iteration 29Q: 3 clusters Score -7392802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60166 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7392823.500000 Penalty: 5460.090820
	Iteration 30Q: 3 clusters Score -7392824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60167 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7392827.500000 Penalty: 5460.090820
	Iteration 31Q: 3 clusters Score -7392828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7392826.500000 Penalty: 5460.090820
	Iteration 32Q: 3 clusters Score -7392826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60168 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7392838.000000 Penalty: 5460.090820
	Iteration 33Q: 3 clusters Score -7392838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60172 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7392850.000000 Penalty: 5460.090820
	Iteration 34Q: 3 clusters Score -7392850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60178 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7392856.500000 Penalty: 5460.090820
	Iteration 35Q: 3 clusters Score -7392856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60180 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -7392863.000000 Penalty: 5460.090820
	Iteration 36Q: 3 clusters Score -7392863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7392875.500000 Penalty: 5460.090820
	Iteration 37Q: 3 clusters Score -7392876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60188 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7392884.000000 Penalty: 5460.090820
	Iteration 38Q: 3 clusters Score -7392884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7392892.000000 Penalty: 5460.090820
	Iteration 39Q: 3 clusters Score -7392892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7392900.500000 Penalty: 5460.090820
	Iteration 40F: 3 clusters Score -7392900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -7392913.000000 Penalty: 5460.090820
	Iteration 41Q: 3 clusters Score -7392913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7392929.000000 Penalty: 5460.090820
	Iteration 42Q: 3 clusters Score -7392929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7392932.500000 Penalty: 5460.090820
	Iteration 43Q: 3 clusters Score -7392932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60197 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -7392937.500000 Penalty: 5460.090820
	Iteration 44Q: 3 clusters Score -7392938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60197 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -7392937.500000 Penalty: 5460.090820
	Iteration 45F: 3 clusters Score -7392938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (310632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310632 members 
Entering Unmasked Estep 
Score: -38904488.000000 Penalty: 3136.298340
	Iteration 0F: 2 clusters Score -3.890449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154833 members 
Mstep: Class 2 contains 155799 members 
Entering Unmasked Estep 
Score: -38717560.000000 Penalty: 6272.596680
	Iteration 0F: 3 clusters Score -3.871756e+07 nChanged 150618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144283 members 
Mstep: Class 2 contains 166349 members 
Entering Unmasked Estep 
Score: -38807388.000000 Penalty: 6272.596680
	Iteration 1F: 3 clusters Score -3.880739e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137971 members 
Mstep: Class 2 contains 172661 members 
Entering Unmasked Estep 
Score: -38810100.000000 Penalty: 6272.596680
	Iteration 2Q: 3 clusters Score -3.88101e+07 nChanged 12165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128606 members 
Mstep: Class 2 contains 182026 members 
Entering Unmasked Estep 
Score: -38815028.000000 Penalty: 6272.596680
	Iteration 3Q: 3 clusters Score -3.881503e+07 nChanged 15675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115323 members 
Mstep: Class 2 contains 195309 members 
Entering Unmasked Estep 
Score: -38822936.000000 Penalty: 6272.596680
	Iteration 4F: 3 clusters Score -3.882294e+07 nChanged 19266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98229 members 
Mstep: Class 2 contains 212403 members 
Entering Unmasked Estep 
Score: -38835292.000000 Penalty: 6272.596680
	Iteration 5F: 3 clusters Score -3.883529e+07 nChanged 21324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79295 members 
Mstep: Class 2 contains 231337 members 
Entering Unmasked Estep 
Score: -38850804.000000 Penalty: 6272.596680
	Iteration 6F: 3 clusters Score -3.88508e+07 nChanged 19476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62655 members 
Mstep: Class 2 contains 247977 members 
Entering Unmasked Estep 
Score: -38865188.000000 Penalty: 6272.596680
	Iteration 7F: 3 clusters Score -3.886519e+07 nChanged 15356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 259755 members 
Entering Unmasked Estep 
Score: -38875572.000000 Penalty: 6272.596680
	Iteration 8Q: 3 clusters Score -3.887557e+07 nChanged 11257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 267336 members 
Entering Unmasked Estep 
Score: -38881380.000000 Penalty: 6272.596680
	Iteration 9Q: 3 clusters Score -3.888138e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 272403 members 
Entering Unmasked Estep 
Score: -38885184.000000 Penalty: 6272.596680
	Iteration 10Q: 3 clusters Score -3.888518e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 276278 members 
Entering Unmasked Estep 
Score: -38887240.000000 Penalty: 6272.596680
	Iteration 11Q: 3 clusters Score -3.888724e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 279613 members 
Entering Unmasked Estep 
Score: -38888968.000000 Penalty: 6272.596680
	Iteration 12Q: 3 clusters Score -3.888897e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 282672 members 
Entering Unmasked Estep 
Score: -38890368.000000 Penalty: 6272.596680
	Iteration 13Q: 3 clusters Score -3.889037e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 285459 members 
Entering Unmasked Estep 
Score: -38891652.000000 Penalty: 6272.596680
	Iteration 14Q: 3 clusters Score -3.889165e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 287989 members 
Entering Unmasked Estep 
Score: -38892920.000000 Penalty: 6272.596680
	Iteration 15Q: 3 clusters Score -3.889292e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 290307 members 
Entering Unmasked Estep 
Score: -38894036.000000 Penalty: 6272.596680
	Iteration 16Q: 3 clusters Score -3.889404e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 292381 members 
Entering Unmasked Estep 
Score: -38894992.000000 Penalty: 6272.596680
	Iteration 17Q: 3 clusters Score -3.889499e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 294304 members 
Entering Unmasked Estep 
Score: -38895976.000000 Penalty: 6272.596680
	Iteration 18Q: 3 clusters Score -3.889598e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 296035 members 
Entering Unmasked Estep 
Score: -38897316.000000 Penalty: 6272.596680
	Iteration 19Q: 3 clusters Score -3.889732e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 297630 members 
Entering Unmasked Estep 
Score: -38898228.000000 Penalty: 6272.596680
	Iteration 20F: 3 clusters Score -3.889823e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 299118 members 
Entering Unmasked Estep 
Score: -38898900.000000 Penalty: 6272.596680
	Iteration 21Q: 3 clusters Score -3.88989e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 300483 members 
Entering Unmasked Estep 
Score: -38899784.000000 Penalty: 6272.596680
	Iteration 22Q: 3 clusters Score -3.889978e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 301616 members 
Entering Unmasked Estep 
Score: -38900172.000000 Penalty: 6272.596680
	Iteration 23Q: 3 clusters Score -3.890017e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 302586 members 
Entering Unmasked Estep 
Score: -38900576.000000 Penalty: 6272.596680
	Iteration 24Q: 3 clusters Score -3.890058e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 303431 members 
Entering Unmasked Estep 
Score: -38900768.000000 Penalty: 6272.596680
	Iteration 25Q: 3 clusters Score -3.890077e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 304232 members 
Entering Unmasked Estep 
Score: -38900936.000000 Penalty: 6272.596680
	Iteration 26Q: 3 clusters Score -3.890094e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 304897 members 
Entering Unmasked Estep 
Score: -38901436.000000 Penalty: 6272.596680
	Iteration 27Q: 3 clusters Score -3.890144e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 305427 members 
Entering Unmasked Estep 
Score: -38901636.000000 Penalty: 6272.596680
	Iteration 28Q: 3 clusters Score -3.890164e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 305879 members 
Entering Unmasked Estep 
Score: -38901792.000000 Penalty: 6272.596680
	Iteration 29Q: 3 clusters Score -3.890179e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 306258 members 
Entering Unmasked Estep 
Score: -38901928.000000 Penalty: 6272.596680
	Iteration 30Q: 3 clusters Score -3.890193e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 306587 members 
Entering Unmasked Estep 
Score: -38901936.000000 Penalty: 6272.596680
	Iteration 31Q: 3 clusters Score -3.890194e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 306893 members 
Entering Unmasked Estep 
Score: -38902076.000000 Penalty: 6272.596680
	Iteration 32Q: 3 clusters Score -3.890208e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 307160 members 
Entering Unmasked Estep 
Score: -38902140.000000 Penalty: 6272.596680
	Iteration 33Q: 3 clusters Score -3.890214e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 307397 members 
Entering Unmasked Estep 
Score: -38902100.000000 Penalty: 6272.596680
	Iteration 34Q: 3 clusters Score -3.89021e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 307610 members 
Entering Unmasked Estep 
Score: -38902072.000000 Penalty: 6272.596680
	Iteration 35Q: 3 clusters Score -3.890207e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 307770 members 
Entering Unmasked Estep 
Score: -38902064.000000 Penalty: 6272.596680
	Iteration 36Q: 3 clusters Score -3.890206e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 307902 members 
Entering Unmasked Estep 
Score: -38902036.000000 Penalty: 6272.596680
	Iteration 37Q: 3 clusters Score -3.890204e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 308007 members 
Entering Unmasked Estep 
Score: -38902064.000000 Penalty: 6272.596680
	Iteration 38Q: 3 clusters Score -3.890206e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 308123 members 
Entering Unmasked Estep 
Score: -38902132.000000 Penalty: 6272.596680
	Iteration 39Q: 3 clusters Score -3.890213e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 308210 members 
Entering Unmasked Estep 
Score: -38902124.000000 Penalty: 6272.596680
	Iteration 40F: 3 clusters Score -3.890212e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 308302 members 
Entering Unmasked Estep 
Score: -38902224.000000 Penalty: 6272.596680
	Iteration 41Q: 3 clusters Score -3.890222e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 308375 members 
Entering Unmasked Estep 
Score: -38902264.000000 Penalty: 6272.596680
	Iteration 42Q: 3 clusters Score -3.890226e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 308442 members 
Entering Unmasked Estep 
Score: -38902236.000000 Penalty: 6272.596680
	Iteration 43Q: 3 clusters Score -3.890224e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 308508 members 
Entering Unmasked Estep 
Score: -38902268.000000 Penalty: 6272.596680
	Iteration 44Q: 3 clusters Score -3.890227e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 308555 members 
Entering Unmasked Estep 
Score: -38902276.000000 Penalty: 6272.596680
	Iteration 45Q: 3 clusters Score -3.890228e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 308582 members 
Entering Unmasked Estep 
Score: -38902256.000000 Penalty: 6272.596680
	Iteration 46Q: 3 clusters Score -3.890226e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 308614 members 
Entering Unmasked Estep 
Score: -38902200.000000 Penalty: 6272.596680
	Iteration 47Q: 3 clusters Score -3.89022e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 308644 members 
Entering Unmasked Estep 
Score: -38902208.000000 Penalty: 6272.596680
	Iteration 48Q: 3 clusters Score -3.890221e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 308668 members 
Entering Unmasked Estep 
Score: -38902264.000000 Penalty: 6272.596680
	Iteration 49Q: 3 clusters Score -3.890226e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 308692 members 
Entering Unmasked Estep 
Score: -38902252.000000 Penalty: 6272.596680
	Iteration 50Q: 3 clusters Score -3.890225e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 308715 members 
Entering Unmasked Estep 
Score: -38902248.000000 Penalty: 6272.596680
	Iteration 51Q: 3 clusters Score -3.890225e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 308731 members 
Entering Unmasked Estep 
Score: -38902272.000000 Penalty: 6272.596680
	Iteration 52Q: 3 clusters Score -3.890227e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 308747 members 
Entering Unmasked Estep 
Score: -38902244.000000 Penalty: 6272.596680
	Iteration 53Q: 3 clusters Score -3.890224e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 308763 members 
Entering Unmasked Estep 
Score: -38902248.000000 Penalty: 6272.596680
	Iteration 54Q: 3 clusters Score -3.890225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 308780 members 
Entering Unmasked Estep 
Score: -38902236.000000 Penalty: 6272.596680
	Iteration 55Q: 3 clusters Score -3.890224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 308797 members 
Entering Unmasked Estep 
Score: -38902260.000000 Penalty: 6272.596680
	Iteration 56Q: 3 clusters Score -3.890226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 308806 members 
Entering Unmasked Estep 
Score: -38902256.000000 Penalty: 6272.596680
	Iteration 57Q: 3 clusters Score -3.890226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 308821 members 
Entering Unmasked Estep 
Score: -38902224.000000 Penalty: 6272.596680
	Iteration 58Q: 3 clusters Score -3.890222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 308827 members 
Entering Unmasked Estep 
Score: -38902216.000000 Penalty: 6272.596680
	Iteration 59Q: 3 clusters Score -3.890222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 308833 members 
Entering Unmasked Estep 
Score: -38902232.000000 Penalty: 6272.596680
	Iteration 60F: 3 clusters Score -3.890223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 308838 members 
Entering Unmasked Estep 
Score: -38902256.000000 Penalty: 6272.596680
	Iteration 61Q: 3 clusters Score -3.890226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 308844 members 
Entering Unmasked Estep 
Score: -38902252.000000 Penalty: 6272.596680
	Iteration 62Q: 3 clusters Score -3.890225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 308849 members 
Entering Unmasked Estep 
Score: -38902240.000000 Penalty: 6272.596680
	Iteration 63Q: 3 clusters Score -3.890224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 308850 members 
Entering Unmasked Estep 
Score: -38902248.000000 Penalty: 6272.596680
	Iteration 64Q: 3 clusters Score -3.890225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 308853 members 
Entering Unmasked Estep 
Score: -38902264.000000 Penalty: 6272.596680
	Iteration 65Q: 3 clusters Score -3.890226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 308854 members 
Entering Unmasked Estep 
Score: -38902256.000000 Penalty: 6272.596680
	Iteration 66Q: 3 clusters Score -3.890226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 308856 members 
Entering Unmasked Estep 
Score: -38902248.000000 Penalty: 6272.596680
	Iteration 67Q: 3 clusters Score -3.890225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 308862 members 
Entering Unmasked Estep 
Score: -38902196.000000 Penalty: 6272.596680
	Iteration 68Q: 3 clusters Score -3.89022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 308866 members 
Entering Unmasked Estep 
Score: -38902220.000000 Penalty: 6272.596680
	Iteration 69Q: 3 clusters Score -3.890222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 308870 members 
Entering Unmasked Estep 
Score: -38902204.000000 Penalty: 6272.596680
	Iteration 70Q: 3 clusters Score -3.89022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 308874 members 
Entering Unmasked Estep 
Score: -38902212.000000 Penalty: 6272.596680
	Iteration 71Q: 3 clusters Score -3.890221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 308877 members 
Entering Unmasked Estep 
Score: -38902188.000000 Penalty: 6272.596680
	Iteration 72Q: 3 clusters Score -3.890219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 308881 members 
Entering Unmasked Estep 
Score: -38902200.000000 Penalty: 6272.596680
	Iteration 73Q: 3 clusters Score -3.89022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 308885 members 
Entering Unmasked Estep 
Score: -38902176.000000 Penalty: 6272.596680
	Iteration 74Q: 3 clusters Score -3.890218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 308886 members 
Entering Unmasked Estep 
Score: -38902200.000000 Penalty: 6272.596680
	Iteration 75Q: 3 clusters Score -3.89022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 308888 members 
Entering Unmasked Estep 
Score: -38902192.000000 Penalty: 6272.596680
	Iteration 76Q: 3 clusters Score -3.890219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 308888 members 
Entering Unmasked Estep 
Score: -38902192.000000 Penalty: 6272.596680
	Iteration 77F: 3 clusters Score -3.890219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Entering Unmasked Estep 
Score: -245094.609375 Penalty: 1888.960449
	Iteration 0F: 2 clusters Score -245094.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -242466.671875 Penalty: 3777.920898
	Iteration 0F: 3 clusters Score -242466.7 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -242911.921875 Penalty: 3777.920898
	Iteration 1F: 3 clusters Score -242911.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -243050.078125 Penalty: 3777.920898
	Iteration 2F: 3 clusters Score -243050.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -243145.921875 Penalty: 3777.920898
	Iteration 3F: 3 clusters Score -243145.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -243211.359375 Penalty: 3777.920898
	Iteration 4Q: 3 clusters Score -243211.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -243270.015625 Penalty: 3777.920898
	Iteration 5Q: 3 clusters Score -243270 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -243332.453125 Penalty: 3777.920898
	Iteration 6Q: 3 clusters Score -243332.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -243390.062500 Penalty: 3777.920898
	Iteration 7Q: 3 clusters Score -243390.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -243444.140625 Penalty: 3777.920898
	Iteration 8Q: 3 clusters Score -243444.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -243491.234375 Penalty: 3777.920898
	Iteration 9Q: 3 clusters Score -243491.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -243557.687500 Penalty: 3777.920898
	Iteration 10Q: 3 clusters Score -243557.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -243620.265625 Penalty: 3777.920898
	Iteration 11Q: 3 clusters Score -243620.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -243668.218750 Penalty: 3777.920898
	Iteration 12Q: 3 clusters Score -243668.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -243707.062500 Penalty: 3777.920898
	Iteration 13Q: 3 clusters Score -243707.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -243746.781250 Penalty: 3777.920898
	Iteration 14Q: 3 clusters Score -243746.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -243799.875000 Penalty: 3777.920898
	Iteration 15Q: 3 clusters Score -243799.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -243852.578125 Penalty: 3777.920898
	Iteration 16Q: 3 clusters Score -243852.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -243901.140625 Penalty: 3777.920898
	Iteration 17Q: 3 clusters Score -243901.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -243940.437500 Penalty: 3777.920898
	Iteration 18Q: 3 clusters Score -243940.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -243976.921875 Penalty: 3777.920898
	Iteration 19Q: 3 clusters Score -243976.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -243996.281250 Penalty: 3777.920898
	Iteration 20F: 3 clusters Score -243996.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -244012.156250 Penalty: 3777.920898
	Iteration 21Q: 3 clusters Score -244012.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -244028.531250 Penalty: 3777.920898
	Iteration 22Q: 3 clusters Score -244028.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -244042.796875 Penalty: 3777.920898
	Iteration 23Q: 3 clusters Score -244042.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -244056.921875 Penalty: 3777.920898
	Iteration 24Q: 3 clusters Score -244056.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -244067.687500 Penalty: 3777.920898
	Iteration 25Q: 3 clusters Score -244067.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -244075.531250 Penalty: 3777.920898
	Iteration 26Q: 3 clusters Score -244075.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -244083.406250 Penalty: 3777.920898
	Iteration 27Q: 3 clusters Score -244083.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -244087.484375 Penalty: 3777.920898
	Iteration 28Q: 3 clusters Score -244087.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -244092.843750 Penalty: 3777.920898
	Iteration 29Q: 3 clusters Score -244092.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -244100.640625 Penalty: 3777.920898
	Iteration 30Q: 3 clusters Score -244100.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -244109.828125 Penalty: 3777.920898
	Iteration 31Q: 3 clusters Score -244109.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -244121.234375 Penalty: 3777.920898
	Iteration 32Q: 3 clusters Score -244121.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -244126.734375 Penalty: 3777.920898
	Iteration 33Q: 3 clusters Score -244126.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -244132.703125 Penalty: 3777.920898
	Iteration 34Q: 3 clusters Score -244132.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -244140.390625 Penalty: 3777.920898
	Iteration 35Q: 3 clusters Score -244140.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -244145.156250 Penalty: 3777.920898
	Iteration 36Q: 3 clusters Score -244145.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -244146.718750 Penalty: 3777.920898
	Iteration 37Q: 3 clusters Score -244146.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -244147.500000 Penalty: 3777.920898
	Iteration 38Q: 3 clusters Score -244147.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -244148.609375 Penalty: 3777.920898
	Iteration 39Q: 3 clusters Score -244148.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -244148.609375 Penalty: 3777.920898
	Iteration 40F: 3 clusters Score -244148.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (171886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171886 members 
Entering Unmasked Estep 
Score: -21683286.000000 Penalty: 2989.537354
	Iteration 0F: 2 clusters Score -2.168329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85804 members 
Mstep: Class 2 contains 86082 members 
Entering Unmasked Estep 
Score: -21568632.000000 Penalty: 5979.074707
	Iteration 0F: 3 clusters Score -2.156863e+07 nChanged 82351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82273 members 
Mstep: Class 2 contains 89613 members 
Entering Unmasked Estep 
Score: -21617466.000000 Penalty: 5979.074707
	Iteration 1F: 3 clusters Score -2.161747e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79653 members 
Mstep: Class 2 contains 92233 members 
Entering Unmasked Estep 
Score: -21618916.000000 Penalty: 5979.074707
	Iteration 2Q: 3 clusters Score -2.161892e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75522 members 
Mstep: Class 2 contains 96364 members 
Entering Unmasked Estep 
Score: -21620956.000000 Penalty: 5979.074707
	Iteration 3Q: 3 clusters Score -2.162096e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69359 members 
Mstep: Class 2 contains 102527 members 
Entering Unmasked Estep 
Score: -21624428.000000 Penalty: 5979.074707
	Iteration 4Q: 3 clusters Score -2.162443e+07 nChanged 10108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 111251 members 
Entering Unmasked Estep 
Score: -21629838.000000 Penalty: 5979.074707
	Iteration 5F: 3 clusters Score -2.162984e+07 nChanged 12314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 122567 members 
Entering Unmasked Estep 
Score: -21638526.000000 Penalty: 5979.074707
	Iteration 6F: 3 clusters Score -2.163853e+07 nChanged 13406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 135391 members 
Entering Unmasked Estep 
Score: -21649738.000000 Penalty: 5979.074707
	Iteration 7F: 3 clusters Score -2.164974e+07 nChanged 12144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 147225 members 
Entering Unmasked Estep 
Score: -21661356.000000 Penalty: 5979.074707
	Iteration 8F: 3 clusters Score -2.166136e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 155919 members 
Entering Unmasked Estep 
Score: -21669504.000000 Penalty: 5979.074707
	Iteration 9F: 3 clusters Score -2.16695e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 161471 members 
Entering Unmasked Estep 
Score: -21674370.000000 Penalty: 5979.074707
	Iteration 10Q: 3 clusters Score -2.167437e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 164863 members 
Entering Unmasked Estep 
Score: -21677108.000000 Penalty: 5979.074707
	Iteration 11Q: 3 clusters Score -2.167711e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 166876 members 
Entering Unmasked Estep 
Score: -21678484.000000 Penalty: 5979.074707
	Iteration 12Q: 3 clusters Score -2.167848e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 168227 members 
Entering Unmasked Estep 
Score: -21679342.000000 Penalty: 5979.074707
	Iteration 13Q: 3 clusters Score -2.167934e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 169153 members 
Entering Unmasked Estep 
Score: -21679820.000000 Penalty: 5979.074707
	Iteration 14Q: 3 clusters Score -2.167982e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 169759 members 
Entering Unmasked Estep 
Score: -21679988.000000 Penalty: 5979.074707
	Iteration 15Q: 3 clusters Score -2.167999e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 170201 members 
Entering Unmasked Estep 
Score: -21680244.000000 Penalty: 5979.074707
	Iteration 16Q: 3 clusters Score -2.168024e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 170538 members 
Entering Unmasked Estep 
Score: -21680448.000000 Penalty: 5979.074707
	Iteration 17Q: 3 clusters Score -2.168045e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 170745 members 
Entering Unmasked Estep 
Score: -21680598.000000 Penalty: 5979.074707
	Iteration 18Q: 3 clusters Score -2.16806e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 170888 members 
Entering Unmasked Estep 
Score: -21680656.000000 Penalty: 5979.074707
	Iteration 19Q: 3 clusters Score -2.168066e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 170985 members 
Entering Unmasked Estep 
Score: -21680720.000000 Penalty: 5979.074707
	Iteration 20F: 3 clusters Score -2.168072e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 171055 members 
Entering Unmasked Estep 
Score: -21680730.000000 Penalty: 5979.074707
	Iteration 21Q: 3 clusters Score -2.168073e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 171105 members 
Entering Unmasked Estep 
Score: -21680758.000000 Penalty: 5979.074707
	Iteration 22Q: 3 clusters Score -2.168076e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 171143 members 
Entering Unmasked Estep 
Score: -21680800.000000 Penalty: 5979.074707
	Iteration 23Q: 3 clusters Score -2.16808e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 171170 members 
Entering Unmasked Estep 
Score: -21680812.000000 Penalty: 5979.074707
	Iteration 24Q: 3 clusters Score -2.168081e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 171190 members 
Entering Unmasked Estep 
Score: -21680818.000000 Penalty: 5979.074707
	Iteration 25Q: 3 clusters Score -2.168082e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 171205 members 
Entering Unmasked Estep 
Score: -21680854.000000 Penalty: 5979.074707
	Iteration 26Q: 3 clusters Score -2.168085e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 171219 members 
Entering Unmasked Estep 
Score: -21680862.000000 Penalty: 5979.074707
	Iteration 27Q: 3 clusters Score -2.168086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 171231 members 
Entering Unmasked Estep 
Score: -21680864.000000 Penalty: 5979.074707
	Iteration 28Q: 3 clusters Score -2.168086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 171245 members 
Entering Unmasked Estep 
Score: -21680870.000000 Penalty: 5979.074707
	Iteration 29Q: 3 clusters Score -2.168087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 171256 members 
Entering Unmasked Estep 
Score: -21680882.000000 Penalty: 5979.074707
	Iteration 30Q: 3 clusters Score -2.168088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 171261 members 
Entering Unmasked Estep 
Score: -21680880.000000 Penalty: 5979.074707
	Iteration 31Q: 3 clusters Score -2.168088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 171265 members 
Entering Unmasked Estep 
Score: -21680882.000000 Penalty: 5979.074707
	Iteration 32Q: 3 clusters Score -2.168088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 171267 members 
Entering Unmasked Estep 
Score: -21680894.000000 Penalty: 5979.074707
	Iteration 33Q: 3 clusters Score -2.168089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 171268 members 
Entering Unmasked Estep 
Score: -21680886.000000 Penalty: 5979.074707
	Iteration 34Q: 3 clusters Score -2.168089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 171268 members 
Entering Unmasked Estep 
Score: -21680886.000000 Penalty: 5979.074707
	Iteration 35F: 3 clusters Score -2.168089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -91940.601562 Penalty: 1705.057617
	Iteration 0F: 2 clusters Score -91940.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -90277.773438 Penalty: 3410.115234
	Iteration 0F: 3 clusters Score -90277.77 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -91713.609375 Penalty: 3410.115234
	Iteration 1F: 3 clusters Score -91713.61 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -92807.890625 Penalty: 3410.115234
	Iteration 2F: 3 clusters Score -92807.89 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -93208.289062 Penalty: 3410.115234
	Iteration 3F: 3 clusters Score -93208.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -93329.031250 Penalty: 3410.115234
	Iteration 4Q: 3 clusters Score -93329.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -93469.031250 Penalty: 3410.115234
	Iteration 5Q: 3 clusters Score -93469.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -94030.726562 Penalty: 3410.115234
	Iteration 6Q: 3 clusters Score -94030.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -94052.882812 Penalty: 3410.115234
	Iteration 7Q: 3 clusters Score -94052.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -94061.523438 Penalty: 3410.115234
	Iteration 8Q: 3 clusters Score -94061.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -94084.406250 Penalty: 3410.115234
	Iteration 9Q: 3 clusters Score -94084.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -94096.734375 Penalty: 3410.115234
	Iteration 10Q: 3 clusters Score -94096.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -94115.703125 Penalty: 3410.115234
	Iteration 11Q: 3 clusters Score -94115.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -94131.976562 Penalty: 3410.115234
	Iteration 12Q: 3 clusters Score -94131.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -94145.125000 Penalty: 3410.115234
	Iteration 13Q: 3 clusters Score -94145.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -94155.234375 Penalty: 3410.115234
	Iteration 14Q: 3 clusters Score -94155.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -94163.460938 Penalty: 3410.115234
	Iteration 15Q: 3 clusters Score -94163.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -94165.632812 Penalty: 3410.115234
	Iteration 16Q: 3 clusters Score -94165.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -94175.625000 Penalty: 3410.115234
	Iteration 17F: 3 clusters Score -94175.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -94187.734375 Penalty: 3410.115234
	Iteration 18Q: 3 clusters Score -94187.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -94202.093750 Penalty: 3410.115234
	Iteration 19Q: 3 clusters Score -94202.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -94207.843750 Penalty: 3410.115234
	Iteration 20F: 3 clusters Score -94207.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -94209.257812 Penalty: 3410.115234
	Iteration 21Q: 3 clusters Score -94209.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -94210.671875 Penalty: 3410.115234
	Iteration 22Q: 3 clusters Score -94210.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -94211.828125 Penalty: 3410.115234
	Iteration 23Q: 3 clusters Score -94211.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -94211.828125 Penalty: 3410.115234
	Iteration 24F: 3 clusters Score -94211.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171304 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60370 members 
Mstep: Class 6 contains 310632 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 171886 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 794 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 107647 members 
Mstep: Class 14 contains 39277 members 
Mstep: Class 15 contains 45772 members 
Mstep: Class 17 contains 12993 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 31580 members 
Entering Unmasked Estep 
Score: -119285200.000000 Penalty: 64930.714844
Splitting cluster 9 changes total score from -119284664.000000 to -119285200.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 10 (4913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Entering Unmasked Estep 
Score: -589601.250000 Penalty: 2107.910889
	Iteration 0F: 2 clusters Score -589601.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -585118.812500 Penalty: 4215.821777
	Iteration 0F: 3 clusters Score -585118.8 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -586121.625000 Penalty: 4215.821777
	Iteration 1F: 3 clusters Score -586121.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -586334.062500 Penalty: 4215.821777
	Iteration 2F: 3 clusters Score -586334.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -586476.750000 Penalty: 4215.821777
	Iteration 3F: 3 clusters Score -586476.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -586588.000000 Penalty: 4215.821777
	Iteration 4Q: 3 clusters Score -586588 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -586702.437500 Penalty: 4215.821777
	Iteration 5Q: 3 clusters Score -586702.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -586830.937500 Penalty: 4215.821777
	Iteration 6Q: 3 clusters Score -586830.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -586960.687500 Penalty: 4215.821777
	Iteration 7Q: 3 clusters Score -586960.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -587106.687500 Penalty: 4215.821777
	Iteration 8Q: 3 clusters Score -587106.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -587250.125000 Penalty: 4215.821777
	Iteration 9Q: 3 clusters Score -587250.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -587398.187500 Penalty: 4215.821777
	Iteration 10Q: 3 clusters Score -587398.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -587553.625000 Penalty: 4215.821777
	Iteration 11Q: 3 clusters Score -587553.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -587678.875000 Penalty: 4215.821777
	Iteration 12Q: 3 clusters Score -587678.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -587793.000000 Penalty: 4215.821777
	Iteration 13Q: 3 clusters Score -587793 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -587890.437500 Penalty: 4215.821777
	Iteration 14Q: 3 clusters Score -587890.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -587979.687500 Penalty: 4215.821777
	Iteration 15Q: 3 clusters Score -587979.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -588039.937500 Penalty: 4215.821777
	Iteration 16Q: 3 clusters Score -588039.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -588078.125000 Penalty: 4215.821777
	Iteration 17Q: 3 clusters Score -588078.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -588110.812500 Penalty: 4215.821777
	Iteration 18Q: 3 clusters Score -588110.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -588141.875000 Penalty: 4215.821777
	Iteration 19Q: 3 clusters Score -588141.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -588166.687500 Penalty: 4215.821777
	Iteration 20F: 3 clusters Score -588166.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -588191.187500 Penalty: 4215.821777
	Iteration 21Q: 3 clusters Score -588191.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -588205.250000 Penalty: 4215.821777
	Iteration 22Q: 3 clusters Score -588205.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -588216.000000 Penalty: 4215.821777
	Iteration 23Q: 3 clusters Score -588216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -588233.312500 Penalty: 4215.821777
	Iteration 24Q: 3 clusters Score -588233.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -588248.312500 Penalty: 4215.821777
	Iteration 25Q: 3 clusters Score -588248.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -588257.125000 Penalty: 4215.821777
	Iteration 26Q: 3 clusters Score -588257.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -588266.875000 Penalty: 4215.821777
	Iteration 27Q: 3 clusters Score -588266.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -588275.500000 Penalty: 4215.821777
	Iteration 28Q: 3 clusters Score -588275.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -588280.187500 Penalty: 4215.821777
	Iteration 29Q: 3 clusters Score -588280.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -588282.500000 Penalty: 4215.821777
	Iteration 30Q: 3 clusters Score -588282.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -588284.000000 Penalty: 4215.821777
	Iteration 31Q: 3 clusters Score -588284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -588285.187500 Penalty: 4215.821777
	Iteration 32Q: 3 clusters Score -588285.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -588284.812500 Penalty: 4215.821777
	Iteration 33Q: 3 clusters Score -588284.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -588284.812500 Penalty: 4215.821777
	Iteration 34F: 3 clusters Score -588284.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -78755.476562 Penalty: 1655.916748
	Iteration 0F: 2 clusters Score -78755.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -77160.906250 Penalty: 3311.833496
	Iteration 0F: 3 clusters Score -77160.91 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -77746.109375 Penalty: 3311.833496
	Iteration 1F: 3 clusters Score -77746.11 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -78353.656250 Penalty: 3311.833496
	Iteration 2F: 3 clusters Score -78353.66 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -79173.859375 Penalty: 3311.833496
	Iteration 3F: 3 clusters Score -79173.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -80175.070312 Penalty: 3311.833496
	Iteration 4F: 3 clusters Score -80175.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -80935.140625 Penalty: 3311.833496
	Iteration 5Q: 3 clusters Score -80935.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -81086.140625 Penalty: 3311.833496
	Iteration 6Q: 3 clusters Score -81086.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -81086.140625 Penalty: 3311.833496
	Iteration 7F: 3 clusters Score -81086.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171304 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60370 members 
Mstep: Class 6 contains 310632 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 171886 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 352 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 107647 members 
Mstep: Class 14 contains 39277 members 
Mstep: Class 15 contains 45772 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 12993 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 31580 members 
Entering Unmasked Estep 
Score: -119285720.000000 Penalty: 68348.125000
Splitting cluster 11 changes total score from -119284664.000000 to -119285720.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 13 (107647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107647 members 
Entering Unmasked Estep 
Score: -13620698.000000 Penalty: 2873.479980
	Iteration 0F: 2 clusters Score -1.36207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -13548858.000000 Penalty: 5746.959961
	Iteration 0F: 3 clusters Score -1.354886e+07 nChanged 50806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52871 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
Score: -13578359.000000 Penalty: 5746.959961
	Iteration 1F: 3 clusters Score -1.357836e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
Score: -13579308.000000 Penalty: 5746.959961
	Iteration 2Q: 3 clusters Score -1.357931e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51507 members 
Mstep: Class 2 contains 56140 members 
Entering Unmasked Estep 
Score: -13580488.000000 Penalty: 5746.959961
	Iteration 3Q: 3 clusters Score -1.358049e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -13581792.000000 Penalty: 5746.959961
	Iteration 4Q: 3 clusters Score -1.358179e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 58948 members 
Entering Unmasked Estep 
Score: -13583530.000000 Penalty: 5746.959961
	Iteration 5Q: 3 clusters Score -1.358353e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -13586010.000000 Penalty: 5746.959961
	Iteration 6Q: 3 clusters Score -1.358601e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 64136 members 
Entering Unmasked Estep 
Score: -13589985.000000 Penalty: 5746.959961
	Iteration 7F: 3 clusters Score -1.358998e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 67462 members 
Entering Unmasked Estep 
Score: -13596455.000000 Penalty: 5746.959961
	Iteration 8F: 3 clusters Score -1.359646e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 70471 members 
Entering Unmasked Estep 
Score: -13604053.000000 Penalty: 5746.959961
	Iteration 9F: 3 clusters Score -1.360405e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 72202 members 
Entering Unmasked Estep 
Score: -13608874.000000 Penalty: 5746.959961
	Iteration 10F: 3 clusters Score -1.360887e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 73160 members 
Entering Unmasked Estep 
Score: -13611174.000000 Penalty: 5746.959961
	Iteration 11Q: 3 clusters Score -1.361117e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 73756 members 
Entering Unmasked Estep 
Score: -13612501.000000 Penalty: 5746.959961
	Iteration 12Q: 3 clusters Score -1.36125e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 74029 members 
Entering Unmasked Estep 
Score: -13613444.000000 Penalty: 5746.959961
	Iteration 13Q: 3 clusters Score -1.361344e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 74014 members 
Entering Unmasked Estep 
Score: -13614138.000000 Penalty: 5746.959961
	Iteration 14Q: 3 clusters Score -1.361414e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -13614549.000000 Penalty: 5746.959961
	Iteration 15Q: 3 clusters Score -1.361455e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 73440 members 
Entering Unmasked Estep 
Score: -13614957.000000 Penalty: 5746.959961
	Iteration 16Q: 3 clusters Score -1.361496e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 73027 members 
Entering Unmasked Estep 
Score: -13615201.000000 Penalty: 5746.959961
	Iteration 17Q: 3 clusters Score -1.36152e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 72580 members 
Entering Unmasked Estep 
Score: -13615440.000000 Penalty: 5746.959961
	Iteration 18Q: 3 clusters Score -1.361544e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 72129 members 
Entering Unmasked Estep 
Score: -13615619.000000 Penalty: 5746.959961
	Iteration 19Q: 3 clusters Score -1.361562e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -13615693.000000 Penalty: 5746.959961
	Iteration 20F: 3 clusters Score -1.361569e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 71254 members 
Entering Unmasked Estep 
Score: -13615797.000000 Penalty: 5746.959961
	Iteration 21Q: 3 clusters Score -1.36158e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 70823 members 
Entering Unmasked Estep 
Score: -13615862.000000 Penalty: 5746.959961
	Iteration 22Q: 3 clusters Score -1.361586e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 70441 members 
Entering Unmasked Estep 
Score: -13615897.000000 Penalty: 5746.959961
	Iteration 23Q: 3 clusters Score -1.36159e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 70113 members 
Entering Unmasked Estep 
Score: -13615918.000000 Penalty: 5746.959961
	Iteration 24Q: 3 clusters Score -1.361592e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 69809 members 
Entering Unmasked Estep 
Score: -13615977.000000 Penalty: 5746.959961
	Iteration 25Q: 3 clusters Score -1.361598e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 69530 members 
Entering Unmasked Estep 
Score: -13616010.000000 Penalty: 5746.959961
	Iteration 26Q: 3 clusters Score -1.361601e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 69319 members 
Entering Unmasked Estep 
Score: -13616024.000000 Penalty: 5746.959961
	Iteration 27Q: 3 clusters Score -1.361602e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
Score: -13616032.000000 Penalty: 5746.959961
	Iteration 28Q: 3 clusters Score -1.361603e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 68945 members 
Entering Unmasked Estep 
Score: -13616088.000000 Penalty: 5746.959961
	Iteration 29Q: 3 clusters Score -1.361609e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 68785 members 
Entering Unmasked Estep 
Score: -13616080.000000 Penalty: 5746.959961
	Iteration 30Q: 3 clusters Score -1.361608e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 68636 members 
Entering Unmasked Estep 
Score: -13616076.000000 Penalty: 5746.959961
	Iteration 31Q: 3 clusters Score -1.361608e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -13616116.000000 Penalty: 5746.959961
	Iteration 32Q: 3 clusters Score -1.361612e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 68343 members 
Entering Unmasked Estep 
Score: -13616098.000000 Penalty: 5746.959961
	Iteration 33Q: 3 clusters Score -1.36161e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -13616130.000000 Penalty: 5746.959961
	Iteration 34Q: 3 clusters Score -1.361613e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 68089 members 
Entering Unmasked Estep 
Score: -13616156.000000 Penalty: 5746.959961
	Iteration 35Q: 3 clusters Score -1.361616e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -13616152.000000 Penalty: 5746.959961
	Iteration 36Q: 3 clusters Score -1.361615e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -13616178.000000 Penalty: 5746.959961
	Iteration 37Q: 3 clusters Score -1.361618e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 67808 members 
Entering Unmasked Estep 
Score: -13616184.000000 Penalty: 5746.959961
	Iteration 38Q: 3 clusters Score -1.361618e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 67735 members 
Entering Unmasked Estep 
Score: -13616184.000000 Penalty: 5746.959961
	Iteration 39Q: 3 clusters Score -1.361618e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 67666 members 
Entering Unmasked Estep 
Score: -13616190.000000 Penalty: 5746.959961
	Iteration 40F: 3 clusters Score -1.361619e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 67595 members 
Entering Unmasked Estep 
Score: -13616182.000000 Penalty: 5746.959961
	Iteration 41Q: 3 clusters Score -1.361618e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 67534 members 
Entering Unmasked Estep 
Score: -13616197.000000 Penalty: 5746.959961
	Iteration 42Q: 3 clusters Score -1.36162e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 67480 members 
Entering Unmasked Estep 
Score: -13616192.000000 Penalty: 5746.959961
	Iteration 43Q: 3 clusters Score -1.361619e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 67420 members 
Entering Unmasked Estep 
Score: -13616212.000000 Penalty: 5746.959961
	Iteration 44Q: 3 clusters Score -1.361621e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 67358 members 
Entering Unmasked Estep 
Score: -13616198.000000 Penalty: 5746.959961
	Iteration 45Q: 3 clusters Score -1.36162e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 67300 members 
Entering Unmasked Estep 
Score: -13616213.000000 Penalty: 5746.959961
	Iteration 46Q: 3 clusters Score -1.361621e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -13616245.000000 Penalty: 5746.959961
	Iteration 47Q: 3 clusters Score -1.361624e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 67198 members 
Entering Unmasked Estep 
Score: -13616229.000000 Penalty: 5746.959961
	Iteration 48Q: 3 clusters Score -1.361623e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 67157 members 
Entering Unmasked Estep 
Score: -13616232.000000 Penalty: 5746.959961
	Iteration 49Q: 3 clusters Score -1.361623e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 67125 members 
Entering Unmasked Estep 
Score: -13616230.000000 Penalty: 5746.959961
	Iteration 50Q: 3 clusters Score -1.361623e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -13616205.000000 Penalty: 5746.959961
	Iteration 51Q: 3 clusters Score -1.36162e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 67052 members 
Entering Unmasked Estep 
Score: -13616212.000000 Penalty: 5746.959961
	Iteration 52Q: 3 clusters Score -1.361621e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 67016 members 
Entering Unmasked Estep 
Score: -13616212.000000 Penalty: 5746.959961
	Iteration 53Q: 3 clusters Score -1.361621e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -13616221.000000 Penalty: 5746.959961
	Iteration 54Q: 3 clusters Score -1.361622e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 66951 members 
Entering Unmasked Estep 
Score: -13616214.000000 Penalty: 5746.959961
	Iteration 55Q: 3 clusters Score -1.361621e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 66901 members 
Entering Unmasked Estep 
Score: -13616188.000000 Penalty: 5746.959961
	Iteration 56Q: 3 clusters Score -1.361619e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -13616197.000000 Penalty: 5746.959961
	Iteration 57Q: 3 clusters Score -1.36162e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 66815 members 
Entering Unmasked Estep 
Score: -13616207.000000 Penalty: 5746.959961
	Iteration 58Q: 3 clusters Score -1.361621e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 66782 members 
Entering Unmasked Estep 
Score: -13616215.000000 Penalty: 5746.959961
	Iteration 59Q: 3 clusters Score -1.361622e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
Score: -13616179.000000 Penalty: 5746.959961
	Iteration 60F: 3 clusters Score -1.361618e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 66703 members 
Entering Unmasked Estep 
Score: -13616179.000000 Penalty: 5746.959961
	Iteration 61Q: 3 clusters Score -1.361618e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 66664 members 
Entering Unmasked Estep 
Score: -13616154.000000 Penalty: 5746.959961
	Iteration 62Q: 3 clusters Score -1.361615e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -13616172.000000 Penalty: 5746.959961
	Iteration 63Q: 3 clusters Score -1.361617e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 66595 members 
Entering Unmasked Estep 
Score: -13616170.000000 Penalty: 5746.959961
	Iteration 64Q: 3 clusters Score -1.361617e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 66560 members 
Entering Unmasked Estep 
Score: -13616176.000000 Penalty: 5746.959961
	Iteration 65Q: 3 clusters Score -1.361618e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 66526 members 
Entering Unmasked Estep 
Score: -13616179.000000 Penalty: 5746.959961
	Iteration 66Q: 3 clusters Score -1.361618e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 66488 members 
Entering Unmasked Estep 
Score: -13616202.000000 Penalty: 5746.959961
	Iteration 67Q: 3 clusters Score -1.36162e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 66457 members 
Entering Unmasked Estep 
Score: -13616223.000000 Penalty: 5746.959961
	Iteration 68Q: 3 clusters Score -1.361622e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 66434 members 
Entering Unmasked Estep 
Score: -13616210.000000 Penalty: 5746.959961
	Iteration 69Q: 3 clusters Score -1.361621e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 66405 members 
Entering Unmasked Estep 
Score: -13616227.000000 Penalty: 5746.959961
	Iteration 70Q: 3 clusters Score -1.361623e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 66377 members 
Entering Unmasked Estep 
Score: -13616234.000000 Penalty: 5746.959961
	Iteration 71Q: 3 clusters Score -1.361623e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -13616244.000000 Penalty: 5746.959961
	Iteration 72Q: 3 clusters Score -1.361624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -13616268.000000 Penalty: 5746.959961
	Iteration 73Q: 3 clusters Score -1.361627e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 66304 members 
Entering Unmasked Estep 
Score: -13616259.000000 Penalty: 5746.959961
	Iteration 74Q: 3 clusters Score -1.361626e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 66280 members 
Entering Unmasked Estep 
Score: -13616254.000000 Penalty: 5746.959961
	Iteration 75Q: 3 clusters Score -1.361625e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 66257 members 
Entering Unmasked Estep 
Score: -13616257.000000 Penalty: 5746.959961
	Iteration 76Q: 3 clusters Score -1.361626e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -13616259.000000 Penalty: 5746.959961
	Iteration 77Q: 3 clusters Score -1.361626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 66230 members 
Entering Unmasked Estep 
Score: -13616256.000000 Penalty: 5746.959961
	Iteration 78Q: 3 clusters Score -1.361626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 66224 members 
Entering Unmasked Estep 
Score: -13616264.000000 Penalty: 5746.959961
	Iteration 79Q: 3 clusters Score -1.361626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 66216 members 
Entering Unmasked Estep 
Score: -13616265.000000 Penalty: 5746.959961
	Iteration 80F: 3 clusters Score -1.361626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 66205 members 
Entering Unmasked Estep 
Score: -13616255.000000 Penalty: 5746.959961
	Iteration 81Q: 3 clusters Score -1.361626e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 66187 members 
Entering Unmasked Estep 
Score: -13616257.000000 Penalty: 5746.959961
	Iteration 82Q: 3 clusters Score -1.361626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 66165 members 
Entering Unmasked Estep 
Score: -13616258.000000 Penalty: 5746.959961
	Iteration 83Q: 3 clusters Score -1.361626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -13616247.000000 Penalty: 5746.959961
	Iteration 84Q: 3 clusters Score -1.361625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -13616248.000000 Penalty: 5746.959961
	Iteration 85Q: 3 clusters Score -1.361625e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 66124 members 
Entering Unmasked Estep 
Score: -13616247.000000 Penalty: 5746.959961
	Iteration 86Q: 3 clusters Score -1.361625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 66111 members 
Entering Unmasked Estep 
Score: -13616244.000000 Penalty: 5746.959961
	Iteration 87Q: 3 clusters Score -1.361624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 66098 members 
Entering Unmasked Estep 
Score: -13616231.000000 Penalty: 5746.959961
	Iteration 88Q: 3 clusters Score -1.361623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 66085 members 
Entering Unmasked Estep 
Score: -13616225.000000 Penalty: 5746.959961
	Iteration 89Q: 3 clusters Score -1.361622e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 66071 members 
Entering Unmasked Estep 
Score: -13616235.000000 Penalty: 5746.959961
	Iteration 90Q: 3 clusters Score -1.361624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 66060 members 
Entering Unmasked Estep 
Score: -13616241.000000 Penalty: 5746.959961
	Iteration 91Q: 3 clusters Score -1.361624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 66048 members 
Entering Unmasked Estep 
Score: -13616243.000000 Penalty: 5746.959961
	Iteration 92Q: 3 clusters Score -1.361624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -13616232.000000 Penalty: 5746.959961
	Iteration 93Q: 3 clusters Score -1.361623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 66023 members 
Entering Unmasked Estep 
Score: -13616237.000000 Penalty: 5746.959961
	Iteration 94Q: 3 clusters Score -1.361624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
Score: -13616236.000000 Penalty: 5746.959961
	Iteration 95Q: 3 clusters Score -1.361624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -13616232.000000 Penalty: 5746.959961
	Iteration 96Q: 3 clusters Score -1.361623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 65993 members 
Entering Unmasked Estep 
Score: -13616232.000000 Penalty: 5746.959961
	Iteration 97Q: 3 clusters Score -1.361623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 65981 members 
Entering Unmasked Estep 
Score: -13616232.000000 Penalty: 5746.959961
	Iteration 98Q: 3 clusters Score -1.361623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 65965 members 
Entering Unmasked Estep 
Score: -13616239.000000 Penalty: 5746.959961
	Iteration 99Q: 3 clusters Score -1.361624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -13616249.000000 Penalty: 5746.959961
	Iteration 100F: 3 clusters Score -1.361625e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 65932 members 
Entering Unmasked Estep 
Score: -13616240.000000 Penalty: 5746.959961
	Iteration 101Q: 3 clusters Score -1.361624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 65915 members 
Entering Unmasked Estep 
Score: -13616238.000000 Penalty: 5746.959961
	Iteration 102Q: 3 clusters Score -1.361624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -13616226.000000 Penalty: 5746.959961
	Iteration 103Q: 3 clusters Score -1.361623e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 65880 members 
Entering Unmasked Estep 
Score: -13616249.000000 Penalty: 5746.959961
	Iteration 104Q: 3 clusters Score -1.361625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 65866 members 
Entering Unmasked Estep 
Score: -13616271.000000 Penalty: 5746.959961
	Iteration 105Q: 3 clusters Score -1.361627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -13616281.000000 Penalty: 5746.959961
	Iteration 106Q: 3 clusters Score -1.361628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -13616264.000000 Penalty: 5746.959961
	Iteration 107Q: 3 clusters Score -1.361626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 65829 members 
Entering Unmasked Estep 
Score: -13616275.000000 Penalty: 5746.959961
	Iteration 108Q: 3 clusters Score -1.361628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -13616266.000000 Penalty: 5746.959961
	Iteration 109Q: 3 clusters Score -1.361627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 65812 members 
Entering Unmasked Estep 
Score: -13616266.000000 Penalty: 5746.959961
	Iteration 110Q: 3 clusters Score -1.361627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 65808 members 
Entering Unmasked Estep 
Score: -13616272.000000 Penalty: 5746.959961
	Iteration 111Q: 3 clusters Score -1.361627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -13616275.000000 Penalty: 5746.959961
	Iteration 112Q: 3 clusters Score -1.361628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -13616275.000000 Penalty: 5746.959961
	Iteration 113F: 3 clusters Score -1.361628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Entering Unmasked Estep 
Score: -5002713.000000 Penalty: 2623.441650
	Iteration 0F: 2 clusters Score -5002713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -4975959.500000 Penalty: 5246.883301
	Iteration 0F: 3 clusters Score -4975960 nChanged 18031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4985914.500000 Penalty: 5246.883301
	Iteration 1F: 3 clusters Score -4985914 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -4986404.000000 Penalty: 5246.883301
	Iteration 2Q: 3 clusters Score -4986404 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -4986788.000000 Penalty: 5246.883301
	Iteration 3Q: 3 clusters Score -4986788 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -4987270.000000 Penalty: 5246.883301
	Iteration 4Q: 3 clusters Score -4987270 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -4987735.000000 Penalty: 5246.883301
	Iteration 5Q: 3 clusters Score -4987735 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -4988347.500000 Penalty: 5246.883301
	Iteration 6Q: 3 clusters Score -4988348 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -4989094.000000 Penalty: 5246.883301
	Iteration 7Q: 3 clusters Score -4989094 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -4989827.500000 Penalty: 5246.883301
	Iteration 8Q: 3 clusters Score -4989828 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -4990637.500000 Penalty: 5246.883301
	Iteration 9Q: 3 clusters Score -4990638 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -4991400.000000 Penalty: 5246.883301
	Iteration 10Q: 3 clusters Score -4991400 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -4992159.500000 Penalty: 5246.883301
	Iteration 11Q: 3 clusters Score -4992160 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -4992939.500000 Penalty: 5246.883301
	Iteration 12Q: 3 clusters Score -4992940 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -4993660.500000 Penalty: 5246.883301
	Iteration 13Q: 3 clusters Score -4993660 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -4994372.500000 Penalty: 5246.883301
	Iteration 14Q: 3 clusters Score -4994372 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -4995172.500000 Penalty: 5246.883301
	Iteration 15Q: 3 clusters Score -4995172 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -4995986.500000 Penalty: 5246.883301
	Iteration 16Q: 3 clusters Score -4995986 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -4996793.500000 Penalty: 5246.883301
	Iteration 17Q: 3 clusters Score -4996794 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -4997438.500000 Penalty: 5246.883301
	Iteration 18Q: 3 clusters Score -4997438 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -4997912.500000 Penalty: 5246.883301
	Iteration 19Q: 3 clusters Score -4997912 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -4998277.500000 Penalty: 5246.883301
	Iteration 20F: 3 clusters Score -4998278 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -4998538.000000 Penalty: 5246.883301
	Iteration 21Q: 3 clusters Score -4998538 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -4998794.500000 Penalty: 5246.883301
	Iteration 22Q: 3 clusters Score -4998794 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -4999013.000000 Penalty: 5246.883301
	Iteration 23Q: 3 clusters Score -4999013 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -4999176.000000 Penalty: 5246.883301
	Iteration 24Q: 3 clusters Score -4999176 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -4999325.500000 Penalty: 5246.883301
	Iteration 25Q: 3 clusters Score -4999326 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4999485.000000 Penalty: 5246.883301
	Iteration 26Q: 3 clusters Score -4999485 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4999623.500000 Penalty: 5246.883301
	Iteration 27Q: 3 clusters Score -4999624 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4999755.500000 Penalty: 5246.883301
	Iteration 28Q: 3 clusters Score -4999756 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4999849.500000 Penalty: 5246.883301
	Iteration 29Q: 3 clusters Score -4999850 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4999937.000000 Penalty: 5246.883301
	Iteration 30Q: 3 clusters Score -4999937 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4999997.000000 Penalty: 5246.883301
	Iteration 31Q: 3 clusters Score -4999997 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5000048.000000 Penalty: 5246.883301
	Iteration 32Q: 3 clusters Score -5000048 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5000084.500000 Penalty: 5246.883301
	Iteration 33Q: 3 clusters Score -5000084 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5000135.500000 Penalty: 5246.883301
	Iteration 34Q: 3 clusters Score -5000136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5000173.000000 Penalty: 5246.883301
	Iteration 35Q: 3 clusters Score -5000173 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5000210.000000 Penalty: 5246.883301
	Iteration 36Q: 3 clusters Score -5000210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5000238.500000 Penalty: 5246.883301
	Iteration 37Q: 3 clusters Score -5000238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5000270.000000 Penalty: 5246.883301
	Iteration 38Q: 3 clusters Score -5000270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5000300.000000 Penalty: 5246.883301
	Iteration 39Q: 3 clusters Score -5000300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5000330.500000 Penalty: 5246.883301
	Iteration 40F: 3 clusters Score -5000330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5000347.500000 Penalty: 5246.883301
	Iteration 41Q: 3 clusters Score -5000348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5000352.000000 Penalty: 5246.883301
	Iteration 42Q: 3 clusters Score -5000352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5000373.500000 Penalty: 5246.883301
	Iteration 43Q: 3 clusters Score -5000374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5000388.500000 Penalty: 5246.883301
	Iteration 44Q: 3 clusters Score -5000388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5000408.500000 Penalty: 5246.883301
	Iteration 45Q: 3 clusters Score -5000408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5000415.000000 Penalty: 5246.883301
	Iteration 46Q: 3 clusters Score -5000415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5000422.500000 Penalty: 5246.883301
	Iteration 47Q: 3 clusters Score -5000422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5000422.500000 Penalty: 5246.883301
	Iteration 48Q: 3 clusters Score -5000422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5000423.000000 Penalty: 5246.883301
	Iteration 49Q: 3 clusters Score -5000423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5000430.000000 Penalty: 5246.883301
	Iteration 50Q: 3 clusters Score -5000430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5000433.000000 Penalty: 5246.883301
	Iteration 51Q: 3 clusters Score -5000433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5000436.000000 Penalty: 5246.883301
	Iteration 52Q: 3 clusters Score -5000436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5000435.000000 Penalty: 5246.883301
	Iteration 53Q: 3 clusters Score -5000435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5000435.500000 Penalty: 5246.883301
	Iteration 54Q: 3 clusters Score -5000436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5000434.000000 Penalty: 5246.883301
	Iteration 55Q: 3 clusters Score -5000434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5000435.500000 Penalty: 5246.883301
	Iteration 56Q: 3 clusters Score -5000436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5000436.500000 Penalty: 5246.883301
	Iteration 57Q: 3 clusters Score -5000436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5000436.500000 Penalty: 5246.883301
	Iteration 58F: 3 clusters Score -5000436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Entering Unmasked Estep 
Score: -5819920.000000 Penalty: 2661.394287
	Iteration 0F: 2 clusters Score -5819920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -5789014.000000 Penalty: 5322.788574
	Iteration 0F: 3 clusters Score -5789014 nChanged 21105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -5800933.500000 Penalty: 5322.788574
	Iteration 1F: 3 clusters Score -5800934 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -5801757.000000 Penalty: 5322.788574
	Iteration 2Q: 3 clusters Score -5801757 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -5802884.000000 Penalty: 5322.788574
	Iteration 3Q: 3 clusters Score -5802884 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -5804264.000000 Penalty: 5322.788574
	Iteration 4F: 3 clusters Score -5804264 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -5805949.500000 Penalty: 5322.788574
	Iteration 5F: 3 clusters Score -5805950 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -5807898.500000 Penalty: 5322.788574
	Iteration 6F: 3 clusters Score -5807898 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -5809897.000000 Penalty: 5322.788574
	Iteration 7F: 3 clusters Score -5809897 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -5811807.000000 Penalty: 5322.788574
	Iteration 8F: 3 clusters Score -5811807 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -5813463.000000 Penalty: 5322.788574
	Iteration 9Q: 3 clusters Score -5813463 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -5814799.000000 Penalty: 5322.788574
	Iteration 10Q: 3 clusters Score -5814799 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -5815625.000000 Penalty: 5322.788574
	Iteration 11Q: 3 clusters Score -5815625 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -5816068.500000 Penalty: 5322.788574
	Iteration 12Q: 3 clusters Score -5816068 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -5816360.500000 Penalty: 5322.788574
	Iteration 13Q: 3 clusters Score -5816360 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -5816621.500000 Penalty: 5322.788574
	Iteration 14Q: 3 clusters Score -5816622 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -5816834.500000 Penalty: 5322.788574
	Iteration 15Q: 3 clusters Score -5816834 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -5816980.500000 Penalty: 5322.788574
	Iteration 16Q: 3 clusters Score -5816980 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -5817115.000000 Penalty: 5322.788574
	Iteration 17Q: 3 clusters Score -5817115 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -5817244.000000 Penalty: 5322.788574
	Iteration 18Q: 3 clusters Score -5817244 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -5817358.500000 Penalty: 5322.788574
	Iteration 19Q: 3 clusters Score -5817358 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -5817457.000000 Penalty: 5322.788574
	Iteration 20F: 3 clusters Score -5817457 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -5817558.500000 Penalty: 5322.788574
	Iteration 21Q: 3 clusters Score -5817558 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -5817656.500000 Penalty: 5322.788574
	Iteration 22Q: 3 clusters Score -5817656 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -5817748.500000 Penalty: 5322.788574
	Iteration 23Q: 3 clusters Score -5817748 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -5817838.000000 Penalty: 5322.788574
	Iteration 24Q: 3 clusters Score -5817838 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -5817898.000000 Penalty: 5322.788574
	Iteration 25Q: 3 clusters Score -5817898 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -5817990.000000 Penalty: 5322.788574
	Iteration 26Q: 3 clusters Score -5817990 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -5818084.000000 Penalty: 5322.788574
	Iteration 27Q: 3 clusters Score -5818084 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -5818134.000000 Penalty: 5322.788574
	Iteration 28Q: 3 clusters Score -5818134 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -5818197.500000 Penalty: 5322.788574
	Iteration 29Q: 3 clusters Score -5818198 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -5818240.000000 Penalty: 5322.788574
	Iteration 30Q: 3 clusters Score -5818240 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -5818265.500000 Penalty: 5322.788574
	Iteration 31Q: 3 clusters Score -5818266 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -5818299.500000 Penalty: 5322.788574
	Iteration 32Q: 3 clusters Score -5818300 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -5818320.000000 Penalty: 5322.788574
	Iteration 33Q: 3 clusters Score -5818320 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -5818336.500000 Penalty: 5322.788574
	Iteration 34Q: 3 clusters Score -5818336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -5818347.000000 Penalty: 5322.788574
	Iteration 35Q: 3 clusters Score -5818347 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -5818346.500000 Penalty: 5322.788574
	Iteration 36Q: 3 clusters Score -5818346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -5818361.500000 Penalty: 5322.788574
	Iteration 37Q: 3 clusters Score -5818362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -5818383.500000 Penalty: 5322.788574
	Iteration 38Q: 3 clusters Score -5818384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -5818395.000000 Penalty: 5322.788574
	Iteration 39Q: 3 clusters Score -5818395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -5818408.500000 Penalty: 5322.788574
	Iteration 40F: 3 clusters Score -5818408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -5818420.000000 Penalty: 5322.788574
	Iteration 41Q: 3 clusters Score -5818420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -5818424.000000 Penalty: 5322.788574
	Iteration 42Q: 3 clusters Score -5818424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -5818429.500000 Penalty: 5322.788574
	Iteration 43Q: 3 clusters Score -5818430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -5818430.000000 Penalty: 5322.788574
	Iteration 44Q: 3 clusters Score -5818430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -5818433.500000 Penalty: 5322.788574
	Iteration 45Q: 3 clusters Score -5818434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -5818441.000000 Penalty: 5322.788574
	Iteration 46Q: 3 clusters Score -5818441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -5818455.500000 Penalty: 5322.788574
	Iteration 47Q: 3 clusters Score -5818456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -5818450.000000 Penalty: 5322.788574
	Iteration 48Q: 3 clusters Score -5818450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -5818462.500000 Penalty: 5322.788574
	Iteration 49Q: 3 clusters Score -5818462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -5818466.000000 Penalty: 5322.788574
	Iteration 50Q: 3 clusters Score -5818466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -5818469.000000 Penalty: 5322.788574
	Iteration 51Q: 3 clusters Score -5818469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -5818463.500000 Penalty: 5322.788574
	Iteration 52Q: 3 clusters Score -5818464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -5818464.000000 Penalty: 5322.788574
	Iteration 53Q: 3 clusters Score -5818464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -5818462.000000 Penalty: 5322.788574
	Iteration 54Q: 3 clusters Score -5818462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -5818466.000000 Penalty: 5322.788574
	Iteration 55Q: 3 clusters Score -5818466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -5818467.500000 Penalty: 5322.788574
	Iteration 56Q: 3 clusters Score -5818468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -5818475.000000 Penalty: 5322.788574
	Iteration 57Q: 3 clusters Score -5818475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -5818474.000000 Penalty: 5322.788574
	Iteration 58Q: 3 clusters Score -5818474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -5818478.000000 Penalty: 5322.788574
	Iteration 59Q: 3 clusters Score -5818478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -5818482.000000 Penalty: 5322.788574
	Iteration 60F: 3 clusters Score -5818482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -5818484.000000 Penalty: 5322.788574
	Iteration 61Q: 3 clusters Score -5818484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -5818477.500000 Penalty: 5322.788574
	Iteration 62Q: 3 clusters Score -5818478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -5818487.000000 Penalty: 5322.788574
	Iteration 63Q: 3 clusters Score -5818487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -5818489.500000 Penalty: 5322.788574
	Iteration 64Q: 3 clusters Score -5818490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -5818496.000000 Penalty: 5322.788574
	Iteration 65Q: 3 clusters Score -5818496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -5818502.000000 Penalty: 5322.788574
	Iteration 66Q: 3 clusters Score -5818502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -5818499.000000 Penalty: 5322.788574
	Iteration 67Q: 3 clusters Score -5818499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -5818499.500000 Penalty: 5322.788574
	Iteration 68Q: 3 clusters Score -5818500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -5818495.500000 Penalty: 5322.788574
	Iteration 69Q: 3 clusters Score -5818496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -5818499.500000 Penalty: 5322.788574
	Iteration 70Q: 3 clusters Score -5818500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -5818499.500000 Penalty: 5322.788574
	Iteration 71F: 3 clusters Score -5818500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Entering Unmasked Estep 
Score: -1549293.375000 Penalty: 2349.097168
	Iteration 0F: 2 clusters Score -1549293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1539832.125000 Penalty: 4698.194336
	Iteration 0F: 3 clusters Score -1539832 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1542773.750000 Penalty: 4698.194336
	Iteration 1F: 3 clusters Score -1542774 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1543317.500000 Penalty: 4698.194336
	Iteration 2F: 3 clusters Score -1543318 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1543987.625000 Penalty: 4698.194336
	Iteration 3F: 3 clusters Score -1543988 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1544885.875000 Penalty: 4698.194336
	Iteration 4F: 3 clusters Score -1544886 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1545883.625000 Penalty: 4698.194336
	Iteration 5F: 3 clusters Score -1545884 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1546748.000000 Penalty: 4698.194336
	Iteration 6F: 3 clusters Score -1546748 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1547345.875000 Penalty: 4698.194336
	Iteration 7F: 3 clusters Score -1547346 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1547698.250000 Penalty: 4698.194336
	Iteration 8Q: 3 clusters Score -1547698 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1547908.500000 Penalty: 4698.194336
	Iteration 9Q: 3 clusters Score -1547908 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1548066.625000 Penalty: 4698.194336
	Iteration 10Q: 3 clusters Score -1548067 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1548181.875000 Penalty: 4698.194336
	Iteration 11Q: 3 clusters Score -1548182 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1548268.500000 Penalty: 4698.194336
	Iteration 12Q: 3 clusters Score -1548268 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1548363.125000 Penalty: 4698.194336
	Iteration 13Q: 3 clusters Score -1548363 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1548455.125000 Penalty: 4698.194336
	Iteration 14Q: 3 clusters Score -1548455 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1548550.375000 Penalty: 4698.194336
	Iteration 15Q: 3 clusters Score -1548550 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1548630.375000 Penalty: 4698.194336
	Iteration 16Q: 3 clusters Score -1548630 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1548703.375000 Penalty: 4698.194336
	Iteration 17Q: 3 clusters Score -1548703 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1548771.750000 Penalty: 4698.194336
	Iteration 18Q: 3 clusters Score -1548772 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1548826.500000 Penalty: 4698.194336
	Iteration 19Q: 3 clusters Score -1548826 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1548864.875000 Penalty: 4698.194336
	Iteration 20F: 3 clusters Score -1548865 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1548907.125000 Penalty: 4698.194336
	Iteration 21Q: 3 clusters Score -1548907 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1548938.375000 Penalty: 4698.194336
	Iteration 22Q: 3 clusters Score -1548938 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1548958.500000 Penalty: 4698.194336
	Iteration 23Q: 3 clusters Score -1548958 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1548979.250000 Penalty: 4698.194336
	Iteration 24Q: 3 clusters Score -1548979 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1549003.500000 Penalty: 4698.194336
	Iteration 25Q: 3 clusters Score -1549004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1549023.000000 Penalty: 4698.194336
	Iteration 26Q: 3 clusters Score -1549023 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1549043.000000 Penalty: 4698.194336
	Iteration 27Q: 3 clusters Score -1549043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1549054.125000 Penalty: 4698.194336
	Iteration 28Q: 3 clusters Score -1549054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1549062.125000 Penalty: 4698.194336
	Iteration 29Q: 3 clusters Score -1549062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1549070.250000 Penalty: 4698.194336
	Iteration 30Q: 3 clusters Score -1549070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1549076.250000 Penalty: 4698.194336
	Iteration 31Q: 3 clusters Score -1549076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1549078.000000 Penalty: 4698.194336
	Iteration 32Q: 3 clusters Score -1549078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1549075.500000 Penalty: 4698.194336
	Iteration 33Q: 3 clusters Score -1549076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1549081.625000 Penalty: 4698.194336
	Iteration 34Q: 3 clusters Score -1549082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1549086.000000 Penalty: 4698.194336
	Iteration 35Q: 3 clusters Score -1549086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1549096.250000 Penalty: 4698.194336
	Iteration 36Q: 3 clusters Score -1549096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1549106.000000 Penalty: 4698.194336
	Iteration 37Q: 3 clusters Score -1549106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1549116.125000 Penalty: 4698.194336
	Iteration 38Q: 3 clusters Score -1549116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1549124.375000 Penalty: 4698.194336
	Iteration 39Q: 3 clusters Score -1549124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1549128.750000 Penalty: 4698.194336
	Iteration 40F: 3 clusters Score -1549129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1549134.375000 Penalty: 4698.194336
	Iteration 41Q: 3 clusters Score -1549134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1549134.125000 Penalty: 4698.194336
	Iteration 42Q: 3 clusters Score -1549134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1549138.500000 Penalty: 4698.194336
	Iteration 43Q: 3 clusters Score -1549138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1549137.625000 Penalty: 4698.194336
	Iteration 44Q: 3 clusters Score -1549138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1549139.625000 Penalty: 4698.194336
	Iteration 45Q: 3 clusters Score -1549140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1549140.250000 Penalty: 4698.194336
	Iteration 46Q: 3 clusters Score -1549140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1549142.750000 Penalty: 4698.194336
	Iteration 47Q: 3 clusters Score -1549143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1549145.875000 Penalty: 4698.194336
	Iteration 48Q: 3 clusters Score -1549146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1549146.625000 Penalty: 4698.194336
	Iteration 49Q: 3 clusters Score -1549147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1549150.875000 Penalty: 4698.194336
	Iteration 50Q: 3 clusters Score -1549151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1549149.250000 Penalty: 4698.194336
	Iteration 51Q: 3 clusters Score -1549149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1549150.500000 Penalty: 4698.194336
	Iteration 52Q: 3 clusters Score -1549150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1549147.875000 Penalty: 4698.194336
	Iteration 53Q: 3 clusters Score -1549148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1549147.875000 Penalty: 4698.194336
	Iteration 54F: 3 clusters Score -1549148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -71494.015625 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -71494.02 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 330 members 
Entering Unmasked Estep 
Score: -69830.812500 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -69830.81 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -70120.242188 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -70120.24 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70285.992188 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -70285.99 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -70404.101562 Penalty: 3205.662598
	Iteration 3F: 3 clusters Score -70404.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -70495.773438 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -70495.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -70549.007812 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -70549.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -70568.593750 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -70568.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -70593.937500 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -70593.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70607.468750 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -70607.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -70608.468750 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -70608.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70612.117188 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -70612.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70621.304688 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -70621.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70634.296875 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -70634.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70642.484375 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -70642.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70659.789062 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -70659.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70663.968750 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -70663.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70667.195312 Penalty: 3205.662598
	Iteration 16Q: 3 clusters Score -70667.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -70668.859375 Penalty: 3205.662598
	Iteration 17Q: 3 clusters Score -70668.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70670.859375 Penalty: 3205.662598
	Iteration 18Q: 3 clusters Score -70670.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70672.164062 Penalty: 3205.662598
	Iteration 19Q: 3 clusters Score -70672.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -70673.468750 Penalty: 3205.662598
	Iteration 20F: 3 clusters Score -70673.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70674.742188 Penalty: 3205.662598
	Iteration 21Q: 3 clusters Score -70674.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70675.085938 Penalty: 3205.662598
	Iteration 22Q: 3 clusters Score -70675.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70675.085938 Penalty: 3205.662598
	Iteration 23F: 3 clusters Score -70675.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -49189.242188 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -49189.24 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 246 members 
Entering Unmasked Estep 
Score: -47717.796875 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -47717.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48312.363281 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -48312.36 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -48790.738281 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -48790.74 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -49223.652344 Penalty: 3099.029297
	Iteration 3F: 3 clusters Score -49223.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49510.808594 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -49510.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -49634.007812 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -49634.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -49701.105469 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -49701.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -49784.582031 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -49784.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -49821.117188 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -49821.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -49862.550781 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -49862.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -49896.445312 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -49896.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -49896.445312 Penalty: 3099.029297
	Iteration 11F: 3 clusters Score -49896.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171304 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60370 members 
Mstep: Class 6 contains 310632 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 171886 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 352 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 107647 members 
Mstep: Class 14 contains 39277 members 
Mstep: Class 15 contains 45772 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 12993 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 139 members 
Mstep: Class 23 contains 31580 members 
Entering Unmasked Estep 
Score: -119284576.000000 Penalty: 71765.531250
Splitting cluster 22 changes total score from -119284664.000000 to -119284576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (31580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Entering Unmasked Estep 
Score: -4031133.000000 Penalty: 2569.349121
	Iteration 0F: 2 clusters Score -4031133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -4009487.000000 Penalty: 5138.698242
	Iteration 0F: 3 clusters Score -4009487 nChanged 14201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -4017303.250000 Penalty: 5138.698242
	Iteration 1F: 3 clusters Score -4017303 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -4017813.500000 Penalty: 5138.698242
	Iteration 2Q: 3 clusters Score -4017814 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -4018250.500000 Penalty: 5138.698242
	Iteration 3Q: 3 clusters Score -4018250 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -4018764.750000 Penalty: 5138.698242
	Iteration 4Q: 3 clusters Score -4018765 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -4019418.500000 Penalty: 5138.698242
	Iteration 5Q: 3 clusters Score -4019418 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -4020303.750000 Penalty: 5138.698242
	Iteration 6F: 3 clusters Score -4020304 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -4021511.500000 Penalty: 5138.698242
	Iteration 7F: 3 clusters Score -4021512 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -4023115.750000 Penalty: 5138.698242
	Iteration 8F: 3 clusters Score -4023116 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -4024983.500000 Penalty: 5138.698242
	Iteration 9F: 3 clusters Score -4024984 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -4026527.250000 Penalty: 5138.698242
	Iteration 10F: 3 clusters Score -4026527 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -4027463.250000 Penalty: 5138.698242
	Iteration 11Q: 3 clusters Score -4027463 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -4027995.000000 Penalty: 5138.698242
	Iteration 12Q: 3 clusters Score -4027995 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -4028285.250000 Penalty: 5138.698242
	Iteration 13Q: 3 clusters Score -4028285 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -4028458.250000 Penalty: 5138.698242
	Iteration 14Q: 3 clusters Score -4028458 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -4028536.000000 Penalty: 5138.698242
	Iteration 15Q: 3 clusters Score -4028536 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -4028619.750000 Penalty: 5138.698242
	Iteration 16Q: 3 clusters Score -4028620 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -4028682.750000 Penalty: 5138.698242
	Iteration 17Q: 3 clusters Score -4028683 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -4028734.750000 Penalty: 5138.698242
	Iteration 18Q: 3 clusters Score -4028735 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -4028782.500000 Penalty: 5138.698242
	Iteration 19Q: 3 clusters Score -4028782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -4028823.250000 Penalty: 5138.698242
	Iteration 20F: 3 clusters Score -4028823 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -4028849.000000 Penalty: 5138.698242
	Iteration 21Q: 3 clusters Score -4028849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -4028863.750000 Penalty: 5138.698242
	Iteration 22Q: 3 clusters Score -4028864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -4028874.250000 Penalty: 5138.698242
	Iteration 23Q: 3 clusters Score -4028874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -4028880.750000 Penalty: 5138.698242
	Iteration 24Q: 3 clusters Score -4028881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -4028897.000000 Penalty: 5138.698242
	Iteration 25Q: 3 clusters Score -4028897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -4028906.500000 Penalty: 5138.698242
	Iteration 26Q: 3 clusters Score -4028906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -4028915.500000 Penalty: 5138.698242
	Iteration 27Q: 3 clusters Score -4028916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -4028922.000000 Penalty: 5138.698242
	Iteration 28Q: 3 clusters Score -4028922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -4028921.000000 Penalty: 5138.698242
	Iteration 29Q: 3 clusters Score -4028921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -4028921.000000 Penalty: 5138.698242
	Iteration 30F: 3 clusters Score -4028921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171304 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 60370 members 
Mstep: Class 6 contains 310632 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 171886 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 352 members 
Mstep: Class 13 contains 107647 members 
Mstep: Class 14 contains 39277 members 
Mstep: Class 15 contains 45772 members 
Mstep: Class 17 contains 12993 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 517 members 
Mstep: Class 23 contains 31580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119285744.000000 Penalty: 68348.125000
Iteration 119Q: 21 clusters Score -1.192857e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171227 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 664 members 
Mstep: Class 5 contains 60371 members 
Mstep: Class 6 contains 310656 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 172042 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 107553 members 
Mstep: Class 14 contains 39276 members 
Mstep: Class 15 contains 45764 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 12992 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 516 members 
Mstep: Class 23 contains 31580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119285816.000000 Penalty: 68348.125000
Iteration 120F: 21 clusters Score -1.192858e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171167 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 649 members 
Mstep: Class 5 contains 60376 members 
Mstep: Class 6 contains 310660 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 172184 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 293 members 
Mstep: Class 13 contains 107463 members 
Mstep: Class 14 contains 39282 members 
Mstep: Class 15 contains 45758 members 
Mstep: Class 16 contains 457 members 
Mstep: Class 17 contains 12992 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 31579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119285960.000000 Penalty: 68348.125000
Iteration 121Q: 21 clusters Score -1.19286e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 171103 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 60380 members 
Mstep: Class 6 contains 310630 members 
Mstep: Class 7 contains 2033 members 
Mstep: Class 8 contains 172354 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 294 members 
Mstep: Class 13 contains 107377 members 
Mstep: Class 14 contains 39292 members 
Mstep: Class 15 contains 45757 members 
Mstep: Class 16 contains 464 members 
Mstep: Class 17 contains 12993 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 514 members 
Mstep: Class 23 contains 31574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119285944.000000 Penalty: 68348.125000
Iteration 122Q: 21 clusters Score -1.192859e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 171045 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 60386 members 
Mstep: Class 6 contains 310628 members 
Mstep: Class 7 contains 2034 members 
Mstep: Class 8 contains 172502 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 295 members 
Mstep: Class 13 contains 107280 members 
Mstep: Class 14 contains 39298 members 
Mstep: Class 15 contains 45755 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 12997 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 513 members 
Mstep: Class 23 contains 31569 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 21 clusters Score -1.19286e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170999 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 60392 members 
Mstep: Class 6 contains 310620 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 172649 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4913 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 107179 members 
Mstep: Class 14 contains 39300 members 
Mstep: Class 15 contains 45755 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 12996 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31570 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 21 clusters Score -1.19286e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170971 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 60398 members 
Mstep: Class 6 contains 310622 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 172757 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4914 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 107100 members 
Mstep: Class 14 contains 39306 members 
Mstep: Class 15 contains 45755 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 12993 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31557 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 21 clusters Score -1.19286e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170955 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 60397 members 
Mstep: Class 6 contains 310635 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 172865 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4915 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 107011 members 
Mstep: Class 14 contains 39312 members 
Mstep: Class 15 contains 45755 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 12991 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31537 members 
Entering Unmasked Estep 
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Iteration 126Q: 21 clusters Score -1.192861e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170948 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 60391 members 
Mstep: Class 6 contains 310673 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 172950 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4916 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 106914 members 
Mstep: Class 14 contains 39319 members 
Mstep: Class 15 contains 45754 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 12987 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31521 members 
Entering Unmasked Estep 
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Iteration 127Q: 21 clusters Score -1.19286e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170964 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 60384 members 
Mstep: Class 6 contains 310703 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 173025 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4916 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 106814 members 
Mstep: Class 14 contains 39329 members 
Mstep: Class 15 contains 45751 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 12978 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31509 members 
Entering Unmasked Estep 
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Iteration 128Q: 21 clusters Score -1.19286e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170981 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 60379 members 
Mstep: Class 6 contains 310728 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 173101 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4916 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 106715 members 
Mstep: Class 14 contains 39335 members 
Mstep: Class 15 contains 45746 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 12974 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31498 members 
Entering Unmasked Estep 
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Iteration 129Q: 21 clusters Score -1.19286e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 171000 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 60363 members 
Mstep: Class 6 contains 310778 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 173155 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4916 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 106610 members 
Mstep: Class 14 contains 39337 members 
Mstep: Class 15 contains 45748 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 12970 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31496 members 
Entering Unmasked Estep 
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Iteration 130Q: 21 clusters Score -1.19286e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170982 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 60355 members 
Mstep: Class 6 contains 310813 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 173221 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4916 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 106530 members 
Mstep: Class 14 contains 39334 members 
Mstep: Class 15 contains 45754 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 12973 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31495 members 
Entering Unmasked Estep 
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Iteration 131Q: 21 clusters Score -1.192858e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170953 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 60345 members 
Mstep: Class 6 contains 310881 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 173275 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4916 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 106442 members 
Mstep: Class 14 contains 39331 members 
Mstep: Class 15 contains 45756 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 12974 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31500 members 
Entering Unmasked Estep 
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Iteration 132Q: 21 clusters Score -1.192858e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170965 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 60334 members 
Mstep: Class 6 contains 310931 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 173309 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4916 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 106356 members 
Mstep: Class 14 contains 39341 members 
Mstep: Class 15 contains 45748 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 12975 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31498 members 
Entering Unmasked Estep 
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Iteration 133Q: 21 clusters Score -1.192856e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170981 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 60329 members 
Mstep: Class 6 contains 310959 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 173376 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4916 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 106255 members 
Mstep: Class 14 contains 39351 members 
Mstep: Class 15 contains 45740 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 12975 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31491 members 
Entering Unmasked Estep 
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Iteration 134Q: 21 clusters Score -1.192855e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170996 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 60326 members 
Mstep: Class 6 contains 310982 members 
Mstep: Class 7 contains 2035 members 
Mstep: Class 8 contains 173439 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4916 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 106155 members 
Mstep: Class 14 contains 39362 members 
Mstep: Class 15 contains 45736 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 12974 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31487 members 
Entering Unmasked Estep 
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Iteration 135Q: 21 clusters Score -1.192856e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170999 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 60326 members 
Mstep: Class 6 contains 310995 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 173505 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4916 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 106075 members 
Mstep: Class 14 contains 39368 members 
Mstep: Class 15 contains 45732 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 12971 members 
Mstep: Class 19 contains 642 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31485 members 
Entering Unmasked Estep 
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Iteration 136Q: 21 clusters Score -1.192855e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170988 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 60323 members 
Mstep: Class 6 contains 311014 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 173570 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4916 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 106010 members 
Mstep: Class 14 contains 39370 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 12973 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31486 members 
Entering Unmasked Estep 
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Iteration 137Q: 21 clusters Score -1.192854e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170994 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 60321 members 
Mstep: Class 6 contains 311037 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 173635 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4917 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105936 members 
Mstep: Class 14 contains 39378 members 
Mstep: Class 15 contains 45708 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 12972 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31475 members 
Entering Unmasked Estep 
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Iteration 138Q: 21 clusters Score -1.192854e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 171010 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 60315 members 
Mstep: Class 6 contains 311050 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 173678 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4919 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105864 members 
Mstep: Class 14 contains 39388 members 
Mstep: Class 15 contains 45707 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 12973 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31469 members 
Entering Unmasked Estep 
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Iteration 139Q: 21 clusters Score -1.192853e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 171019 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 60309 members 
Mstep: Class 6 contains 311057 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 173722 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4921 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105806 members 
Mstep: Class 14 contains 39397 members 
Mstep: Class 15 contains 45709 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 12971 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31462 members 
Entering Unmasked Estep 
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Iteration 140F: 21 clusters Score -1.192853e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 171030 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 60310 members 
Mstep: Class 6 contains 311065 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 173777 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105739 members 
Mstep: Class 14 contains 39406 members 
Mstep: Class 15 contains 45704 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 12970 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31450 members 
Entering Unmasked Estep 
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Iteration 141Q: 21 clusters Score -1.192851e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 171020 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 60309 members 
Mstep: Class 6 contains 311082 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 173843 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105669 members 
Mstep: Class 14 contains 39414 members 
Mstep: Class 15 contains 45705 members 
Mstep: Class 16 contains 471 members 
Mstep: Class 17 contains 12971 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31437 members 
Entering Unmasked Estep 
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Iteration 142Q: 21 clusters Score -1.192851e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 171024 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 60308 members 
Mstep: Class 6 contains 311086 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 173901 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105606 members 
Mstep: Class 14 contains 39424 members 
Mstep: Class 15 contains 45705 members 
Mstep: Class 16 contains 473 members 
Mstep: Class 17 contains 12968 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31428 members 
Entering Unmasked Estep 
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Iteration 143Q: 21 clusters Score -1.192852e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 171032 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60306 members 
Mstep: Class 6 contains 311066 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 173971 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105556 members 
Mstep: Class 14 contains 39424 members 
Mstep: Class 15 contains 45710 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12968 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31417 members 
Entering Unmasked Estep 
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Iteration 144Q: 21 clusters Score -1.192852e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 171022 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60302 members 
Mstep: Class 6 contains 311084 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174013 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105520 members 
Mstep: Class 14 contains 39425 members 
Mstep: Class 15 contains 45712 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12966 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31406 members 
Entering Unmasked Estep 
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Iteration 145Q: 21 clusters Score -1.192851e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 171026 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60299 members 
Mstep: Class 6 contains 311096 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174038 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105474 members 
Mstep: Class 14 contains 39430 members 
Mstep: Class 15 contains 45717 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12968 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31402 members 
Entering Unmasked Estep 
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Iteration 146Q: 21 clusters Score -1.192852e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 171024 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60300 members 
Mstep: Class 6 contains 311100 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174066 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105436 members 
Mstep: Class 14 contains 39435 members 
Mstep: Class 15 contains 45720 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12969 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31400 members 
Entering Unmasked Estep 
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Iteration 147Q: 21 clusters Score -1.19285e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 171014 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60296 members 
Mstep: Class 6 contains 311107 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174102 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105401 members 
Mstep: Class 14 contains 39441 members 
Mstep: Class 15 contains 45721 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12971 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31397 members 
Entering Unmasked Estep 
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Iteration 148Q: 21 clusters Score -1.19285e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 171004 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60298 members 
Mstep: Class 6 contains 311107 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174135 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105375 members 
Mstep: Class 14 contains 39449 members 
Mstep: Class 15 contains 45719 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12970 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31393 members 
Entering Unmasked Estep 
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Iteration 149Q: 21 clusters Score -1.192852e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 171002 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60297 members 
Mstep: Class 6 contains 311125 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174160 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105336 members 
Mstep: Class 14 contains 39453 members 
Mstep: Class 15 contains 45716 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12970 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31391 members 
Entering Unmasked Estep 
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Iteration 150Q: 21 clusters Score -1.19285e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170984 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60300 members 
Mstep: Class 6 contains 311141 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174193 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105302 members 
Mstep: Class 14 contains 39455 members 
Mstep: Class 15 contains 45719 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12971 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119285032.000000 Penalty: 68348.125000
Iteration 151Q: 21 clusters Score -1.19285e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170969 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60298 members 
Mstep: Class 6 contains 311162 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174226 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105265 members 
Mstep: Class 14 contains 39455 members 
Mstep: Class 15 contains 45722 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12972 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119285008.000000 Penalty: 68348.125000
Iteration 152Q: 21 clusters Score -1.19285e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170933 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60295 members 
Mstep: Class 6 contains 311173 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174274 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105241 members 
Mstep: Class 14 contains 39454 members 
Mstep: Class 15 contains 45726 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12976 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284896.000000 Penalty: 68348.125000
Iteration 153Q: 21 clusters Score -1.192849e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170907 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60288 members 
Mstep: Class 6 contains 311193 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174315 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105212 members 
Mstep: Class 14 contains 39455 members 
Mstep: Class 15 contains 45725 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12977 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284912.000000 Penalty: 68348.125000
Iteration 154Q: 21 clusters Score -1.192849e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170886 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60282 members 
Mstep: Class 6 contains 311205 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174364 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105187 members 
Mstep: Class 14 contains 39453 members 
Mstep: Class 15 contains 45724 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12976 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284928.000000 Penalty: 68348.125000
Iteration 155Q: 21 clusters Score -1.192849e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170853 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60284 members 
Mstep: Class 6 contains 311210 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174402 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4923 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105171 members 
Mstep: Class 14 contains 39455 members 
Mstep: Class 15 contains 45728 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12976 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284928.000000 Penalty: 68348.125000
Iteration 156Q: 21 clusters Score -1.192849e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170826 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60283 members 
Mstep: Class 6 contains 311232 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174420 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4924 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105158 members 
Mstep: Class 14 contains 39456 members 
Mstep: Class 15 contains 45726 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12977 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284768.000000 Penalty: 68348.125000
Iteration 157Q: 21 clusters Score -1.192848e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170810 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60281 members 
Mstep: Class 6 contains 311226 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174445 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105153 members 
Mstep: Class 14 contains 39456 members 
Mstep: Class 15 contains 45728 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12978 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284808.000000 Penalty: 68348.125000
Iteration 158Q: 21 clusters Score -1.192848e+08 nChanged 150
Entering ConstructFrom: 
Score: -119284808.000000 Penalty: 68348.125000
Entering ConstructFrom: 
Trying to split cluster 1 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -65880.992188 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -65880.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64317.898438 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -64317.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -64470.917969 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -64470.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64518.253906 Penalty: 3125.189941
	Iteration 2Q: 3 clusters Score -64518.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64545.671875 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -64545.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64551.394531 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -64551.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64553.492188 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -64553.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64558.246094 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -64558.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64563.992188 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -64563.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -64566.566406 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -64566.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -64568.121094 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -64568.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -64568.121094 Penalty: 3125.189941
	Iteration 10F: 3 clusters Score -64568.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (170797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170797 members 
Entering Unmasked Estep 
Score: -21526952.000000 Penalty: 2987.961426
	Iteration 0F: 2 clusters Score -2.152695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85722 members 
Mstep: Class 2 contains 85075 members 
Entering Unmasked Estep 
Score: -21412540.000000 Penalty: 5975.922852
	Iteration 0F: 3 clusters Score -2.141254e+07 nChanged 82090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90018 members 
Mstep: Class 2 contains 80779 members 
Entering Unmasked Estep 
Score: -21461142.000000 Penalty: 5975.922852
	Iteration 1F: 3 clusters Score -2.146114e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93106 members 
Mstep: Class 2 contains 77691 members 
Entering Unmasked Estep 
Score: -21462374.000000 Penalty: 5975.922852
	Iteration 2Q: 3 clusters Score -2.146237e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97844 members 
Mstep: Class 2 contains 72953 members 
Entering Unmasked Estep 
Score: -21464636.000000 Penalty: 5975.922852
	Iteration 3Q: 3 clusters Score -2.146464e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105061 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -21468638.000000 Penalty: 5975.922852
	Iteration 4Q: 3 clusters Score -2.146864e+07 nChanged 11233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115412 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -21475696.000000 Penalty: 5975.922852
	Iteration 5F: 3 clusters Score -2.14757e+07 nChanged 13854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128664 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -21487184.000000 Penalty: 5975.922852
	Iteration 6F: 3 clusters Score -2.148718e+07 nChanged 14599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142845 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -21500770.000000 Penalty: 5975.922852
	Iteration 7F: 3 clusters Score -2.150077e+07 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154356 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -21512610.000000 Penalty: 5975.922852
	Iteration 8F: 3 clusters Score -2.151261e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161205 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -21519278.000000 Penalty: 5975.922852
	Iteration 9Q: 3 clusters Score -2.151928e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164386 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -21522274.000000 Penalty: 5975.922852
	Iteration 10Q: 3 clusters Score -2.152227e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165797 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -21523554.000000 Penalty: 5975.922852
	Iteration 11Q: 3 clusters Score -2.152355e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166535 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -21524144.000000 Penalty: 5975.922852
	Iteration 12Q: 3 clusters Score -2.152414e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166970 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -21524508.000000 Penalty: 5975.922852
	Iteration 13Q: 3 clusters Score -2.152451e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167267 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -21524682.000000 Penalty: 5975.922852
	Iteration 14Q: 3 clusters Score -2.152468e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167473 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -21524784.000000 Penalty: 5975.922852
	Iteration 15Q: 3 clusters Score -2.152478e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167624 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -21524834.000000 Penalty: 5975.922852
	Iteration 16Q: 3 clusters Score -2.152483e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167741 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -21524898.000000 Penalty: 5975.922852
	Iteration 17Q: 3 clusters Score -2.15249e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167846 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -21524922.000000 Penalty: 5975.922852
	Iteration 18Q: 3 clusters Score -2.152492e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167924 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -21524930.000000 Penalty: 5975.922852
	Iteration 19Q: 3 clusters Score -2.152493e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167996 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -21524970.000000 Penalty: 5975.922852
	Iteration 20F: 3 clusters Score -2.152497e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168051 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -21524992.000000 Penalty: 5975.922852
	Iteration 21Q: 3 clusters Score -2.152499e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168100 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -21525042.000000 Penalty: 5975.922852
	Iteration 22Q: 3 clusters Score -2.152504e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168136 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -21525052.000000 Penalty: 5975.922852
	Iteration 23Q: 3 clusters Score -2.152505e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168165 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -21525062.000000 Penalty: 5975.922852
	Iteration 24Q: 3 clusters Score -2.152506e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168197 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -21525058.000000 Penalty: 5975.922852
	Iteration 25Q: 3 clusters Score -2.152506e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168219 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -21525032.000000 Penalty: 5975.922852
	Iteration 26Q: 3 clusters Score -2.152503e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168240 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -21525050.000000 Penalty: 5975.922852
	Iteration 27Q: 3 clusters Score -2.152505e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168258 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -21525052.000000 Penalty: 5975.922852
	Iteration 28Q: 3 clusters Score -2.152505e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168271 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -21525054.000000 Penalty: 5975.922852
	Iteration 29Q: 3 clusters Score -2.152505e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168289 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -21525058.000000 Penalty: 5975.922852
	Iteration 30Q: 3 clusters Score -2.152506e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168309 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -21525070.000000 Penalty: 5975.922852
	Iteration 31Q: 3 clusters Score -2.152507e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168321 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -21525050.000000 Penalty: 5975.922852
	Iteration 32Q: 3 clusters Score -2.152505e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168328 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -21525054.000000 Penalty: 5975.922852
	Iteration 33Q: 3 clusters Score -2.152505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168334 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -21525050.000000 Penalty: 5975.922852
	Iteration 34Q: 3 clusters Score -2.152505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168341 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -21525066.000000 Penalty: 5975.922852
	Iteration 35Q: 3 clusters Score -2.152507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168348 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -21525044.000000 Penalty: 5975.922852
	Iteration 36Q: 3 clusters Score -2.152504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168353 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -21525042.000000 Penalty: 5975.922852
	Iteration 37Q: 3 clusters Score -2.152504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168358 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -21525046.000000 Penalty: 5975.922852
	Iteration 38Q: 3 clusters Score -2.152505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168360 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -21525048.000000 Penalty: 5975.922852
	Iteration 39Q: 3 clusters Score -2.152505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168364 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -21525042.000000 Penalty: 5975.922852
	Iteration 40F: 3 clusters Score -2.152504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168369 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -21525054.000000 Penalty: 5975.922852
	Iteration 41Q: 3 clusters Score -2.152505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168372 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -21525058.000000 Penalty: 5975.922852
	Iteration 42Q: 3 clusters Score -2.152506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168375 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -21525064.000000 Penalty: 5975.922852
	Iteration 43Q: 3 clusters Score -2.152506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168382 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -21525078.000000 Penalty: 5975.922852
	Iteration 44Q: 3 clusters Score -2.152508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168390 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -21525074.000000 Penalty: 5975.922852
	Iteration 45Q: 3 clusters Score -2.152507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168395 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -21525068.000000 Penalty: 5975.922852
	Iteration 46Q: 3 clusters Score -2.152507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168399 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -21525062.000000 Penalty: 5975.922852
	Iteration 47Q: 3 clusters Score -2.152506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168403 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -21525078.000000 Penalty: 5975.922852
	Iteration 48Q: 3 clusters Score -2.152508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168410 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -21525106.000000 Penalty: 5975.922852
	Iteration 49Q: 3 clusters Score -2.152511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168413 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -21525092.000000 Penalty: 5975.922852
	Iteration 50Q: 3 clusters Score -2.152509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168416 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -21525094.000000 Penalty: 5975.922852
	Iteration 51Q: 3 clusters Score -2.152509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168416 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -21525094.000000 Penalty: 5975.922852
	Iteration 52F: 3 clusters Score -2.152509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Entering Unmasked Estep 
Score: -292426.843750 Penalty: 1932.604980
	Iteration 0F: 2 clusters Score -292426.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -289523.531250 Penalty: 3865.209961
	Iteration 0F: 3 clusters Score -289523.5 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -290055.781250 Penalty: 3865.209961
	Iteration 1F: 3 clusters Score -290055.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -290186.781250 Penalty: 3865.209961
	Iteration 2F: 3 clusters Score -290186.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -290280.875000 Penalty: 3865.209961
	Iteration 3Q: 3 clusters Score -290280.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -290343.500000 Penalty: 3865.209961
	Iteration 4Q: 3 clusters Score -290343.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -290388.718750 Penalty: 3865.209961
	Iteration 5Q: 3 clusters Score -290388.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -290425.156250 Penalty: 3865.209961
	Iteration 6Q: 3 clusters Score -290425.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -290464.843750 Penalty: 3865.209961
	Iteration 7Q: 3 clusters Score -290464.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -290502.906250 Penalty: 3865.209961
	Iteration 8Q: 3 clusters Score -290502.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -290545.187500 Penalty: 3865.209961
	Iteration 9Q: 3 clusters Score -290545.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -290583.093750 Penalty: 3865.209961
	Iteration 10Q: 3 clusters Score -290583.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -290613.812500 Penalty: 3865.209961
	Iteration 11Q: 3 clusters Score -290613.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -290644.843750 Penalty: 3865.209961
	Iteration 12Q: 3 clusters Score -290644.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -290676.937500 Penalty: 3865.209961
	Iteration 13Q: 3 clusters Score -290676.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -290714.718750 Penalty: 3865.209961
	Iteration 14Q: 3 clusters Score -290714.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -290746.312500 Penalty: 3865.209961
	Iteration 15Q: 3 clusters Score -290746.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -290784.468750 Penalty: 3865.209961
	Iteration 16Q: 3 clusters Score -290784.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -290807.062500 Penalty: 3865.209961
	Iteration 17Q: 3 clusters Score -290807.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -290832.250000 Penalty: 3865.209961
	Iteration 18Q: 3 clusters Score -290832.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -290873.875000 Penalty: 3865.209961
	Iteration 19Q: 3 clusters Score -290873.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -290935.437500 Penalty: 3865.209961
	Iteration 20F: 3 clusters Score -290935.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -290999.781250 Penalty: 3865.209961
	Iteration 21Q: 3 clusters Score -290999.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -291084.875000 Penalty: 3865.209961
	Iteration 22Q: 3 clusters Score -291084.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -291213.437500 Penalty: 3865.209961
	Iteration 23Q: 3 clusters Score -291213.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -291352.937500 Penalty: 3865.209961
	Iteration 24Q: 3 clusters Score -291352.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -291515.531250 Penalty: 3865.209961
	Iteration 25Q: 3 clusters Score -291515.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -291656.156250 Penalty: 3865.209961
	Iteration 26Q: 3 clusters Score -291656.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -291743.187500 Penalty: 3865.209961
	Iteration 27Q: 3 clusters Score -291743.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -291788.375000 Penalty: 3865.209961
	Iteration 28Q: 3 clusters Score -291788.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -291814.562500 Penalty: 3865.209961
	Iteration 29Q: 3 clusters Score -291814.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -291828.906250 Penalty: 3865.209961
	Iteration 30Q: 3 clusters Score -291828.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -291837.125000 Penalty: 3865.209961
	Iteration 31Q: 3 clusters Score -291837.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -291840.250000 Penalty: 3865.209961
	Iteration 32Q: 3 clusters Score -291840.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -291841.250000 Penalty: 3865.209961
	Iteration 33Q: 3 clusters Score -291841.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -291843.937500 Penalty: 3865.209961
	Iteration 34Q: 3 clusters Score -291843.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -291844.687500 Penalty: 3865.209961
	Iteration 35Q: 3 clusters Score -291844.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -291844.562500 Penalty: 3865.209961
	Iteration 36Q: 3 clusters Score -291844.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -291844.937500 Penalty: 3865.209961
	Iteration 37Q: 3 clusters Score -291844.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -291845.125000 Penalty: 3865.209961
	Iteration 38Q: 3 clusters Score -291845.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -291845.125000 Penalty: 3865.209961
	Iteration 39F: 3 clusters Score -291845.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -58834.191406 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -58834.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57353.468750 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -57353.47 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -57909.789062 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -57909.79 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58423.914062 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -58423.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58747.707031 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -58747.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58912.468750 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -58912.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58959.320312 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -58959.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58986.777344 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -58986.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59001.640625 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -59001.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59049.742188 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -59049.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59099.035156 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -59099.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59180.625000 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -59180.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59197.367188 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -59197.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59231.632812 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -59231.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59271.859375 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -59271.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59298.976562 Penalty: 3197.863525
	Iteration 14Q: 3 clusters Score -59298.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59323.027344 Penalty: 3197.863525
	Iteration 15Q: 3 clusters Score -59323.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59343.910156 Penalty: 3197.863525
	Iteration 16Q: 3 clusters Score -59343.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59370.718750 Penalty: 3197.863525
	Iteration 17Q: 3 clusters Score -59370.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59377.835938 Penalty: 3197.863525
	Iteration 18Q: 3 clusters Score -59377.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59377.835938 Penalty: 3197.863525
	Iteration 19F: 3 clusters Score -59377.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170797 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 322 members 
Mstep: Class 5 contains 60282 members 
Mstep: Class 6 contains 311228 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174469 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105138 members 
Mstep: Class 14 contains 39455 members 
Mstep: Class 15 contains 45729 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12977 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31373 members 
Entering Unmasked Estep 
Score: -119283528.000000 Penalty: 71765.531250
Splitting cluster 4 changes total score from -119284808.000000 to -119283528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (60282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Entering Unmasked Estep 
Score: -7384228.500000 Penalty: 2729.683838
	Iteration 0F: 2 clusters Score -7384228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -7343768.500000 Penalty: 5459.367676
	Iteration 0F: 3 clusters Score -7343768 nChanged 28011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -7359391.500000 Penalty: 5459.367676
	Iteration 1F: 3 clusters Score -7359392 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -7359951.000000 Penalty: 5459.367676
	Iteration 2Q: 3 clusters Score -7359951 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -7360629.000000 Penalty: 5459.367676
	Iteration 3Q: 3 clusters Score -7360629 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -7361432.000000 Penalty: 5459.367676
	Iteration 4Q: 3 clusters Score -7361432 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -7362703.500000 Penalty: 5459.367676
	Iteration 5Q: 3 clusters Score -7362704 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -7364831.500000 Penalty: 5459.367676
	Iteration 6F: 3 clusters Score -7364832 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -7368300.000000 Penalty: 5459.367676
	Iteration 7F: 3 clusters Score -7368300 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -7372956.500000 Penalty: 5459.367676
	Iteration 8F: 3 clusters Score -7372956 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 56026 members 
Entering Unmasked Estep 
Score: -7377546.500000 Penalty: 5459.367676
	Iteration 9F: 3 clusters Score -7377546 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -7380336.000000 Penalty: 5459.367676
	Iteration 10Q: 3 clusters Score -7380336 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -7381487.500000 Penalty: 5459.367676
	Iteration 11Q: 3 clusters Score -7381488 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -7381881.000000 Penalty: 5459.367676
	Iteration 12Q: 3 clusters Score -7381881 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 60103 members 
Entering Unmasked Estep 
Score: -7382016.500000 Penalty: 5459.367676
	Iteration 13Q: 3 clusters Score -7382016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 60126 members 
Entering Unmasked Estep 
Score: -7382089.000000 Penalty: 5459.367676
	Iteration 14Q: 3 clusters Score -7382089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 60133 members 
Entering Unmasked Estep 
Score: -7382103.000000 Penalty: 5459.367676
	Iteration 15Q: 3 clusters Score -7382103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -7382120.000000 Penalty: 5459.367676
	Iteration 16Q: 3 clusters Score -7382120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 60140 members 
Entering Unmasked Estep 
Score: -7382125.000000 Penalty: 5459.367676
	Iteration 17Q: 3 clusters Score -7382125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 60140 members 
Entering Unmasked Estep 
Score: -7382127.000000 Penalty: 5459.367676
	Iteration 18F: 3 clusters Score -7382127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -7382126.500000 Penalty: 5459.367676
	Iteration 19Q: 3 clusters Score -7382126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 60140 members 
Entering Unmasked Estep 
Score: -7382131.000000 Penalty: 5459.367676
	Iteration 20F: 3 clusters Score -7382131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (311228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311228 members 
Entering Unmasked Estep 
Score: -38977472.000000 Penalty: 3136.773682
	Iteration 0F: 2 clusters Score -3.897747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155874 members 
Mstep: Class 2 contains 155354 members 
Entering Unmasked Estep 
Score: -38790624.000000 Penalty: 6273.547363
	Iteration 0F: 3 clusters Score -3.879062e+07 nChanged 150779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162311 members 
Mstep: Class 2 contains 148917 members 
Entering Unmasked Estep 
Score: -38879256.000000 Penalty: 6273.547363
	Iteration 1F: 3 clusters Score -3.887926e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166361 members 
Mstep: Class 2 contains 144867 members 
Entering Unmasked Estep 
Score: -38880636.000000 Penalty: 6273.547363
	Iteration 2Q: 3 clusters Score -3.888064e+07 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172541 members 
Mstep: Class 2 contains 138687 members 
Entering Unmasked Estep 
Score: -38883036.000000 Penalty: 6273.547363
	Iteration 3Q: 3 clusters Score -3.888304e+07 nChanged 11995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181816 members 
Mstep: Class 2 contains 129412 members 
Entering Unmasked Estep 
Score: -38887276.000000 Penalty: 6273.547363
	Iteration 4Q: 3 clusters Score -3.888728e+07 nChanged 15846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195176 members 
Mstep: Class 2 contains 116052 members 
Entering Unmasked Estep 
Score: -38894644.000000 Penalty: 6273.547363
	Iteration 5F: 3 clusters Score -3.889464e+07 nChanged 19862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212622 members 
Mstep: Class 2 contains 98606 members 
Entering Unmasked Estep 
Score: -38905832.000000 Penalty: 6273.547363
	Iteration 6F: 3 clusters Score -3.890583e+07 nChanged 22339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232653 members 
Mstep: Class 2 contains 78575 members 
Entering Unmasked Estep 
Score: -38920612.000000 Penalty: 6273.547363
	Iteration 7F: 3 clusters Score -3.892061e+07 nChanged 20845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250896 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -38936120.000000 Penalty: 6273.547363
	Iteration 8F: 3 clusters Score -3.893612e+07 nChanged 16229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263853 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -38947692.000000 Penalty: 6273.547363
	Iteration 9F: 3 clusters Score -3.894769e+07 nChanged 11222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271639 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -38954212.000000 Penalty: 6273.547363
	Iteration 10Q: 3 clusters Score -3.895421e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276520 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -38958232.000000 Penalty: 6273.547363
	Iteration 11Q: 3 clusters Score -3.895823e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280172 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -38960468.000000 Penalty: 6273.547363
	Iteration 12Q: 3 clusters Score -3.896047e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283316 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -38962020.000000 Penalty: 6273.547363
	Iteration 13Q: 3 clusters Score -3.896202e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286178 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -38963436.000000 Penalty: 6273.547363
	Iteration 14Q: 3 clusters Score -3.896344e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288787 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -38964920.000000 Penalty: 6273.547363
	Iteration 15Q: 3 clusters Score -3.896492e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291149 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -38966204.000000 Penalty: 6273.547363
	Iteration 16Q: 3 clusters Score -3.89662e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293311 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -38967416.000000 Penalty: 6273.547363
	Iteration 17Q: 3 clusters Score -3.896742e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295274 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -38968844.000000 Penalty: 6273.547363
	Iteration 18Q: 3 clusters Score -3.896884e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297035 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -38970084.000000 Penalty: 6273.547363
	Iteration 19Q: 3 clusters Score -3.897008e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298632 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -38971220.000000 Penalty: 6273.547363
	Iteration 20F: 3 clusters Score -3.897122e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300105 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -38971908.000000 Penalty: 6273.547363
	Iteration 21Q: 3 clusters Score -3.897191e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301400 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -38972416.000000 Penalty: 6273.547363
	Iteration 22Q: 3 clusters Score -3.897242e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302524 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -38972824.000000 Penalty: 6273.547363
	Iteration 23Q: 3 clusters Score -3.897282e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303464 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -38973284.000000 Penalty: 6273.547363
	Iteration 24Q: 3 clusters Score -3.897328e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304248 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -38973632.000000 Penalty: 6273.547363
	Iteration 25Q: 3 clusters Score -3.897363e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304942 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -38973924.000000 Penalty: 6273.547363
	Iteration 26Q: 3 clusters Score -3.897392e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305545 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -38974180.000000 Penalty: 6273.547363
	Iteration 27Q: 3 clusters Score -3.897418e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306077 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -38974444.000000 Penalty: 6273.547363
	Iteration 28Q: 3 clusters Score -3.897444e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306503 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -38974632.000000 Penalty: 6273.547363
	Iteration 29Q: 3 clusters Score -3.897463e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306848 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -38974840.000000 Penalty: 6273.547363
	Iteration 30Q: 3 clusters Score -3.897484e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307140 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -38974892.000000 Penalty: 6273.547363
	Iteration 31Q: 3 clusters Score -3.897489e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307409 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -38975016.000000 Penalty: 6273.547363
	Iteration 32Q: 3 clusters Score -3.897502e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307622 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -38975084.000000 Penalty: 6273.547363
	Iteration 33Q: 3 clusters Score -3.897508e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307797 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -38975148.000000 Penalty: 6273.547363
	Iteration 34Q: 3 clusters Score -3.897515e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307945 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -38975220.000000 Penalty: 6273.547363
	Iteration 35Q: 3 clusters Score -3.897522e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308081 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -38975132.000000 Penalty: 6273.547363
	Iteration 36Q: 3 clusters Score -3.897513e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308196 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -38975192.000000 Penalty: 6273.547363
	Iteration 37Q: 3 clusters Score -3.897519e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308287 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -38975204.000000 Penalty: 6273.547363
	Iteration 38Q: 3 clusters Score -3.89752e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308364 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -38975216.000000 Penalty: 6273.547363
	Iteration 39Q: 3 clusters Score -3.897522e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308436 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -38975228.000000 Penalty: 6273.547363
	Iteration 40F: 3 clusters Score -3.897523e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308495 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -38975272.000000 Penalty: 6273.547363
	Iteration 41Q: 3 clusters Score -3.897527e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308549 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -38975320.000000 Penalty: 6273.547363
	Iteration 42Q: 3 clusters Score -3.897532e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308602 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -38975312.000000 Penalty: 6273.547363
	Iteration 43Q: 3 clusters Score -3.897531e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308656 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -38975296.000000 Penalty: 6273.547363
	Iteration 44Q: 3 clusters Score -3.89753e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308705 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -38975280.000000 Penalty: 6273.547363
	Iteration 45Q: 3 clusters Score -3.897528e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308752 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -38975272.000000 Penalty: 6273.547363
	Iteration 46Q: 3 clusters Score -3.897527e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308796 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -38975336.000000 Penalty: 6273.547363
	Iteration 47Q: 3 clusters Score -3.897534e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308835 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -38975328.000000 Penalty: 6273.547363
	Iteration 48Q: 3 clusters Score -3.897533e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308881 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -38975400.000000 Penalty: 6273.547363
	Iteration 49Q: 3 clusters Score -3.89754e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308921 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -38975392.000000 Penalty: 6273.547363
	Iteration 50Q: 3 clusters Score -3.897539e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308957 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -38975436.000000 Penalty: 6273.547363
	Iteration 51Q: 3 clusters Score -3.897544e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308980 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -38975468.000000 Penalty: 6273.547363
	Iteration 52Q: 3 clusters Score -3.897547e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309006 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -38975488.000000 Penalty: 6273.547363
	Iteration 53Q: 3 clusters Score -3.897549e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309031 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -38975508.000000 Penalty: 6273.547363
	Iteration 54Q: 3 clusters Score -3.897551e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309050 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -38975536.000000 Penalty: 6273.547363
	Iteration 55Q: 3 clusters Score -3.897554e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309067 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -38975512.000000 Penalty: 6273.547363
	Iteration 56Q: 3 clusters Score -3.897551e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309086 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -38975524.000000 Penalty: 6273.547363
	Iteration 57Q: 3 clusters Score -3.897552e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309107 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -38975556.000000 Penalty: 6273.547363
	Iteration 58Q: 3 clusters Score -3.897556e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309123 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -38975556.000000 Penalty: 6273.547363
	Iteration 59Q: 3 clusters Score -3.897556e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309144 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -38975580.000000 Penalty: 6273.547363
	Iteration 60F: 3 clusters Score -3.897558e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309169 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -38975608.000000 Penalty: 6273.547363
	Iteration 61Q: 3 clusters Score -3.897561e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309188 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -38975632.000000 Penalty: 6273.547363
	Iteration 62Q: 3 clusters Score -3.897563e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309211 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -38975616.000000 Penalty: 6273.547363
	Iteration 63Q: 3 clusters Score -3.897562e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309224 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -38975624.000000 Penalty: 6273.547363
	Iteration 64Q: 3 clusters Score -3.897562e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309236 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -38975624.000000 Penalty: 6273.547363
	Iteration 65Q: 3 clusters Score -3.897562e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309250 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -38975624.000000 Penalty: 6273.547363
	Iteration 66Q: 3 clusters Score -3.897562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309259 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -38975632.000000 Penalty: 6273.547363
	Iteration 67Q: 3 clusters Score -3.897563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309267 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -38975624.000000 Penalty: 6273.547363
	Iteration 68Q: 3 clusters Score -3.897562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309278 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -38975632.000000 Penalty: 6273.547363
	Iteration 69Q: 3 clusters Score -3.897563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309288 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -38975616.000000 Penalty: 6273.547363
	Iteration 70Q: 3 clusters Score -3.897562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309292 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -38975640.000000 Penalty: 6273.547363
	Iteration 71Q: 3 clusters Score -3.897564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309295 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -38975636.000000 Penalty: 6273.547363
	Iteration 72Q: 3 clusters Score -3.897564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309295 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -38975628.000000 Penalty: 6273.547363
	Iteration 73Q: 3 clusters Score -3.897563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309296 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -38975632.000000 Penalty: 6273.547363
	Iteration 74Q: 3 clusters Score -3.897563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309296 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -38975632.000000 Penalty: 6273.547363
	Iteration 75F: 3 clusters Score -3.897563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -245559.296875 Penalty: 1889.448120
	Iteration 0F: 2 clusters Score -245559.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -242899.687500 Penalty: 3778.896240
	Iteration 0F: 3 clusters Score -242899.7 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -243358.390625 Penalty: 3778.896240
	Iteration 1F: 3 clusters Score -243358.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -243522.375000 Penalty: 3778.896240
	Iteration 2F: 3 clusters Score -243522.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -243608.171875 Penalty: 3778.896240
	Iteration 3Q: 3 clusters Score -243608.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -243669.156250 Penalty: 3778.896240
	Iteration 4Q: 3 clusters Score -243669.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -243713.312500 Penalty: 3778.896240
	Iteration 5Q: 3 clusters Score -243713.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -243742.109375 Penalty: 3778.896240
	Iteration 6Q: 3 clusters Score -243742.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -243761.875000 Penalty: 3778.896240
	Iteration 7Q: 3 clusters Score -243761.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -243783.562500 Penalty: 3778.896240
	Iteration 8Q: 3 clusters Score -243783.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -243805.968750 Penalty: 3778.896240
	Iteration 9Q: 3 clusters Score -243806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -243824.906250 Penalty: 3778.896240
	Iteration 10Q: 3 clusters Score -243824.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -243843.578125 Penalty: 3778.896240
	Iteration 11Q: 3 clusters Score -243843.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -243870.828125 Penalty: 3778.896240
	Iteration 12Q: 3 clusters Score -243870.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -243890.953125 Penalty: 3778.896240
	Iteration 13Q: 3 clusters Score -243891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -243912.296875 Penalty: 3778.896240
	Iteration 14Q: 3 clusters Score -243912.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -243925.312500 Penalty: 3778.896240
	Iteration 15Q: 3 clusters Score -243925.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -243939.343750 Penalty: 3778.896240
	Iteration 16Q: 3 clusters Score -243939.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -243953.156250 Penalty: 3778.896240
	Iteration 17Q: 3 clusters Score -243953.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -243966.015625 Penalty: 3778.896240
	Iteration 18Q: 3 clusters Score -243966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -243981.859375 Penalty: 3778.896240
	Iteration 19Q: 3 clusters Score -243981.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -244003.421875 Penalty: 3778.896240
	Iteration 20F: 3 clusters Score -244003.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -244029.484375 Penalty: 3778.896240
	Iteration 21Q: 3 clusters Score -244029.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -244044.453125 Penalty: 3778.896240
	Iteration 22Q: 3 clusters Score -244044.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -244064.046875 Penalty: 3778.896240
	Iteration 23Q: 3 clusters Score -244064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -244087.234375 Penalty: 3778.896240
	Iteration 24Q: 3 clusters Score -244087.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -244116.156250 Penalty: 3778.896240
	Iteration 25Q: 3 clusters Score -244116.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -244152.312500 Penalty: 3778.896240
	Iteration 26Q: 3 clusters Score -244152.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -244200.843750 Penalty: 3778.896240
	Iteration 27Q: 3 clusters Score -244200.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -244251.640625 Penalty: 3778.896240
	Iteration 28Q: 3 clusters Score -244251.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -244302.468750 Penalty: 3778.896240
	Iteration 29Q: 3 clusters Score -244302.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -244336.828125 Penalty: 3778.896240
	Iteration 30Q: 3 clusters Score -244336.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -244370.390625 Penalty: 3778.896240
	Iteration 31Q: 3 clusters Score -244370.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -244394.703125 Penalty: 3778.896240
	Iteration 32Q: 3 clusters Score -244394.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -244411.890625 Penalty: 3778.896240
	Iteration 33Q: 3 clusters Score -244411.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -244426.671875 Penalty: 3778.896240
	Iteration 34Q: 3 clusters Score -244426.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -244435.203125 Penalty: 3778.896240
	Iteration 35Q: 3 clusters Score -244435.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -244441.375000 Penalty: 3778.896240
	Iteration 36Q: 3 clusters Score -244441.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -244443.765625 Penalty: 3778.896240
	Iteration 37Q: 3 clusters Score -244443.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -244445.296875 Penalty: 3778.896240
	Iteration 38Q: 3 clusters Score -244445.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -244447.046875 Penalty: 3778.896240
	Iteration 39Q: 3 clusters Score -244447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -244450.656250 Penalty: 3778.896240
	Iteration 40F: 3 clusters Score -244450.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -244452.468750 Penalty: 3778.896240
	Iteration 41Q: 3 clusters Score -244452.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -244453.718750 Penalty: 3778.896240
	Iteration 42Q: 3 clusters Score -244453.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -244456.546875 Penalty: 3778.896240
	Iteration 43Q: 3 clusters Score -244456.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -244458.281250 Penalty: 3778.896240
	Iteration 44Q: 3 clusters Score -244458.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -244461.015625 Penalty: 3778.896240
	Iteration 45Q: 3 clusters Score -244461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -244462.031250 Penalty: 3778.896240
	Iteration 46Q: 3 clusters Score -244462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -244463.781250 Penalty: 3778.896240
	Iteration 47Q: 3 clusters Score -244463.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -244463.921875 Penalty: 3778.896240
	Iteration 48Q: 3 clusters Score -244463.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -244464.625000 Penalty: 3778.896240
	Iteration 49Q: 3 clusters Score -244464.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -244464.968750 Penalty: 3778.896240
	Iteration 50Q: 3 clusters Score -244465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -244464.968750 Penalty: 3778.896240
	Iteration 51F: 3 clusters Score -244465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (174469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174469 members 
Entering Unmasked Estep 
Score: -22004316.000000 Penalty: 2993.236572
	Iteration 0F: 2 clusters Score -2.200432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87150 members 
Mstep: Class 2 contains 87319 members 
Entering Unmasked Estep 
Score: -21888158.000000 Penalty: 5986.473145
	Iteration 0F: 3 clusters Score -2.188816e+07 nChanged 83829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85947 members 
Mstep: Class 2 contains 88522 members 
Entering Unmasked Estep 
Score: -21937444.000000 Penalty: 5986.473145
	Iteration 1F: 3 clusters Score -2.193744e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85113 members 
Mstep: Class 2 contains 89356 members 
Entering Unmasked Estep 
Score: -21938858.000000 Penalty: 5986.473145
	Iteration 2Q: 3 clusters Score -2.193886e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83880 members 
Mstep: Class 2 contains 90589 members 
Entering Unmasked Estep 
Score: -21940580.000000 Penalty: 5986.473145
	Iteration 3Q: 3 clusters Score -2.194058e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81990 members 
Mstep: Class 2 contains 92479 members 
Entering Unmasked Estep 
Score: -21942952.000000 Penalty: 5986.473145
	Iteration 4Q: 3 clusters Score -2.194295e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79151 members 
Mstep: Class 2 contains 95318 members 
Entering Unmasked Estep 
Score: -21946294.000000 Penalty: 5986.473145
	Iteration 5Q: 3 clusters Score -2.194629e+07 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75344 members 
Mstep: Class 2 contains 99125 members 
Entering Unmasked Estep 
Score: -21950606.000000 Penalty: 5986.473145
	Iteration 6Q: 3 clusters Score -2.195061e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70491 members 
Mstep: Class 2 contains 103978 members 
Entering Unmasked Estep 
Score: -21956030.000000 Penalty: 5986.473145
	Iteration 7F: 3 clusters Score -2.195603e+07 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 109249 members 
Entering Unmasked Estep 
Score: -21961740.000000 Penalty: 5986.473145
	Iteration 8F: 3 clusters Score -2.196174e+07 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 114606 members 
Entering Unmasked Estep 
Score: -21967588.000000 Penalty: 5986.473145
	Iteration 9F: 3 clusters Score -2.196759e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 119516 members 
Entering Unmasked Estep 
Score: -21972840.000000 Penalty: 5986.473145
	Iteration 10F: 3 clusters Score -2.197284e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 123901 members 
Entering Unmasked Estep 
Score: -21977652.000000 Penalty: 5986.473145
	Iteration 11Q: 3 clusters Score -2.197765e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 127811 members 
Entering Unmasked Estep 
Score: -21981986.000000 Penalty: 5986.473145
	Iteration 12Q: 3 clusters Score -2.198199e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 131350 members 
Entering Unmasked Estep 
Score: -21984678.000000 Penalty: 5986.473145
	Iteration 13Q: 3 clusters Score -2.198468e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 134632 members 
Entering Unmasked Estep 
Score: -21986334.000000 Penalty: 5986.473145
	Iteration 14Q: 3 clusters Score -2.198633e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 137863 members 
Entering Unmasked Estep 
Score: -21987674.000000 Penalty: 5986.473145
	Iteration 15Q: 3 clusters Score -2.198767e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 141101 members 
Entering Unmasked Estep 
Score: -21988930.000000 Penalty: 5986.473145
	Iteration 16Q: 3 clusters Score -2.198893e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 144332 members 
Entering Unmasked Estep 
Score: -21990198.000000 Penalty: 5986.473145
	Iteration 17Q: 3 clusters Score -2.19902e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 147468 members 
Entering Unmasked Estep 
Score: -21991504.000000 Penalty: 5986.473145
	Iteration 18Q: 3 clusters Score -2.19915e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 150517 members 
Entering Unmasked Estep 
Score: -21992718.000000 Penalty: 5986.473145
	Iteration 19Q: 3 clusters Score -2.199272e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 153420 members 
Entering Unmasked Estep 
Score: -21994008.000000 Penalty: 5986.473145
	Iteration 20F: 3 clusters Score -2.199401e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 156206 members 
Entering Unmasked Estep 
Score: -21995156.000000 Penalty: 5986.473145
	Iteration 21Q: 3 clusters Score -2.199516e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 158789 members 
Entering Unmasked Estep 
Score: -21996302.000000 Penalty: 5986.473145
	Iteration 22Q: 3 clusters Score -2.19963e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 161146 members 
Entering Unmasked Estep 
Score: -21997488.000000 Penalty: 5986.473145
	Iteration 23Q: 3 clusters Score -2.199749e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 163258 members 
Entering Unmasked Estep 
Score: -21998444.000000 Penalty: 5986.473145
	Iteration 24Q: 3 clusters Score -2.199844e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 165109 members 
Entering Unmasked Estep 
Score: -21999302.000000 Penalty: 5986.473145
	Iteration 25Q: 3 clusters Score -2.19993e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 166661 members 
Entering Unmasked Estep 
Score: -22000044.000000 Penalty: 5986.473145
	Iteration 26Q: 3 clusters Score -2.200004e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 168022 members 
Entering Unmasked Estep 
Score: -22000660.000000 Penalty: 5986.473145
	Iteration 27Q: 3 clusters Score -2.200066e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 169102 members 
Entering Unmasked Estep 
Score: -22001260.000000 Penalty: 5986.473145
	Iteration 28Q: 3 clusters Score -2.200126e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 169968 members 
Entering Unmasked Estep 
Score: -22001756.000000 Penalty: 5986.473145
	Iteration 29Q: 3 clusters Score -2.200176e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 170611 members 
Entering Unmasked Estep 
Score: -22002154.000000 Penalty: 5986.473145
	Iteration 30Q: 3 clusters Score -2.200215e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 171049 members 
Entering Unmasked Estep 
Score: -22002546.000000 Penalty: 5986.473145
	Iteration 31Q: 3 clusters Score -2.200255e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 171362 members 
Entering Unmasked Estep 
Score: -22002736.000000 Penalty: 5986.473145
	Iteration 32Q: 3 clusters Score -2.200274e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 171580 members 
Entering Unmasked Estep 
Score: -22002870.000000 Penalty: 5986.473145
	Iteration 33Q: 3 clusters Score -2.200287e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 171723 members 
Entering Unmasked Estep 
Score: -22002920.000000 Penalty: 5986.473145
	Iteration 34Q: 3 clusters Score -2.200292e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 171840 members 
Entering Unmasked Estep 
Score: -22002950.000000 Penalty: 5986.473145
	Iteration 35Q: 3 clusters Score -2.200295e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 171924 members 
Entering Unmasked Estep 
Score: -22002990.000000 Penalty: 5986.473145
	Iteration 36Q: 3 clusters Score -2.200299e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 171991 members 
Entering Unmasked Estep 
Score: -22003018.000000 Penalty: 5986.473145
	Iteration 37Q: 3 clusters Score -2.200302e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 172036 members 
Entering Unmasked Estep 
Score: -22003018.000000 Penalty: 5986.473145
	Iteration 38Q: 3 clusters Score -2.200302e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 172061 members 
Entering Unmasked Estep 
Score: -22003016.000000 Penalty: 5986.473145
	Iteration 39Q: 3 clusters Score -2.200302e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 172085 members 
Entering Unmasked Estep 
Score: -22003006.000000 Penalty: 5986.473145
	Iteration 40F: 3 clusters Score -2.200301e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 172102 members 
Entering Unmasked Estep 
Score: -22002998.000000 Penalty: 5986.473145
	Iteration 41Q: 3 clusters Score -2.2003e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 172122 members 
Entering Unmasked Estep 
Score: -22002978.000000 Penalty: 5986.473145
	Iteration 42Q: 3 clusters Score -2.200298e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 172133 members 
Entering Unmasked Estep 
Score: -22002974.000000 Penalty: 5986.473145
	Iteration 43Q: 3 clusters Score -2.200297e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 172149 members 
Entering Unmasked Estep 
Score: -22002990.000000 Penalty: 5986.473145
	Iteration 44Q: 3 clusters Score -2.200299e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 172156 members 
Entering Unmasked Estep 
Score: -22002980.000000 Penalty: 5986.473145
	Iteration 45Q: 3 clusters Score -2.200298e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 172162 members 
Entering Unmasked Estep 
Score: -22002970.000000 Penalty: 5986.473145
	Iteration 46Q: 3 clusters Score -2.200297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 172168 members 
Entering Unmasked Estep 
Score: -22002966.000000 Penalty: 5986.473145
	Iteration 47Q: 3 clusters Score -2.200297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 172170 members 
Entering Unmasked Estep 
Score: -22002974.000000 Penalty: 5986.473145
	Iteration 48Q: 3 clusters Score -2.200297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 172168 members 
Entering Unmasked Estep 
Score: -22002976.000000 Penalty: 5986.473145
	Iteration 49Q: 3 clusters Score -2.200298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 172171 members 
Entering Unmasked Estep 
Score: -22002978.000000 Penalty: 5986.473145
	Iteration 50Q: 3 clusters Score -2.200298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 172171 members 
Entering Unmasked Estep 
Score: -22002978.000000 Penalty: 5986.473145
	Iteration 51Q: 3 clusters Score -2.200298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 172174 members 
Entering Unmasked Estep 
Score: -22002974.000000 Penalty: 5986.473145
	Iteration 52Q: 3 clusters Score -2.200297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 172180 members 
Entering Unmasked Estep 
Score: -22002966.000000 Penalty: 5986.473145
	Iteration 53Q: 3 clusters Score -2.200297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 172184 members 
Entering Unmasked Estep 
Score: -22002958.000000 Penalty: 5986.473145
	Iteration 54Q: 3 clusters Score -2.200296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 172185 members 
Entering Unmasked Estep 
Score: -22002970.000000 Penalty: 5986.473145
	Iteration 55Q: 3 clusters Score -2.200297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 172190 members 
Entering Unmasked Estep 
Score: -22002974.000000 Penalty: 5986.473145
	Iteration 56Q: 3 clusters Score -2.200297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 172192 members 
Entering Unmasked Estep 
Score: -22002966.000000 Penalty: 5986.473145
	Iteration 57Q: 3 clusters Score -2.200297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 172189 members 
Entering Unmasked Estep 
Score: -22002966.000000 Penalty: 5986.473145
	Iteration 58Q: 3 clusters Score -2.200297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 172188 members 
Entering Unmasked Estep 
Score: -22002968.000000 Penalty: 5986.473145
	Iteration 59Q: 3 clusters Score -2.200297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 172187 members 
Entering Unmasked Estep 
Score: -22002962.000000 Penalty: 5986.473145
	Iteration 60F: 3 clusters Score -2.200296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 172188 members 
Entering Unmasked Estep 
Score: -22002970.000000 Penalty: 5986.473145
	Iteration 61Q: 3 clusters Score -2.200297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 172189 members 
Entering Unmasked Estep 
Score: -22002968.000000 Penalty: 5986.473145
	Iteration 62Q: 3 clusters Score -2.200297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 172190 members 
Entering Unmasked Estep 
Score: -22002972.000000 Penalty: 5986.473145
	Iteration 63Q: 3 clusters Score -2.200297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 172191 members 
Entering Unmasked Estep 
Score: -22002970.000000 Penalty: 5986.473145
	Iteration 64Q: 3 clusters Score -2.200297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 172192 members 
Entering Unmasked Estep 
Score: -22002970.000000 Penalty: 5986.473145
	Iteration 65Q: 3 clusters Score -2.200297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 172191 members 
Entering Unmasked Estep 
Score: -22002970.000000 Penalty: 5986.473145
	Iteration 66Q: 3 clusters Score -2.200297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 172190 members 
Entering Unmasked Estep 
Score: -22002974.000000 Penalty: 5986.473145
	Iteration 67Q: 3 clusters Score -2.200297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 172190 members 
Entering Unmasked Estep 
Score: -22002974.000000 Penalty: 5986.473145
	Iteration 68F: 3 clusters Score -2.200297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -68433.250000 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -68433.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66814.992188 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -66814.99 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67223.617188 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -67223.62 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -67499.531250 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -67499.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67871.882812 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -67871.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -68101.968750 Penalty: 3232.031738
	Iteration 4F: 3 clusters Score -68101.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68215.718750 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -68215.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -68340.054688 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -68340.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -68549.742188 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -68549.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -68737.914062 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -68737.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68850.476562 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -68850.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -68883.812500 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -68883.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -68909.101562 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -68909.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68955.890625 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -68955.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68996.578125 Penalty: 3232.031738
	Iteration 13Q: 3 clusters Score -68996.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69054.125000 Penalty: 3232.031738
	Iteration 14Q: 3 clusters Score -69054.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69063.976562 Penalty: 3232.031738
	Iteration 15Q: 3 clusters Score -69063.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69067.015625 Penalty: 3232.031738
	Iteration 16Q: 3 clusters Score -69067.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69069.132812 Penalty: 3232.031738
	Iteration 17Q: 3 clusters Score -69069.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69070.726562 Penalty: 3232.031738
	Iteration 18Q: 3 clusters Score -69070.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69070.726562 Penalty: 3232.031738
	Iteration 19F: 3 clusters Score -69070.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170797 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60282 members 
Mstep: Class 6 contains 311228 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174469 members 
Mstep: Class 9 contains 335 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105138 members 
Mstep: Class 14 contains 39455 members 
Mstep: Class 15 contains 45729 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12977 members 
Mstep: Class 18 contains 341 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31373 members 
Entering Unmasked Estep 
Score: -119283640.000000 Penalty: 71765.531250
Splitting cluster 9 changes total score from -119284808.000000 to -119283640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Entering Unmasked Estep 
Score: -591042.375000 Penalty: 2108.515869
	Iteration 0F: 2 clusters Score -591042.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -586615.750000 Penalty: 4217.031738
	Iteration 0F: 3 clusters Score -586615.8 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -587844.375000 Penalty: 4217.031738
	Iteration 1F: 3 clusters Score -587844.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -588200.312500 Penalty: 4217.031738
	Iteration 2F: 3 clusters Score -588200.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -588433.937500 Penalty: 4217.031738
	Iteration 3F: 3 clusters Score -588433.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -588606.375000 Penalty: 4217.031738
	Iteration 4F: 3 clusters Score -588606.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -588738.625000 Penalty: 4217.031738
	Iteration 5Q: 3 clusters Score -588738.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -588865.125000 Penalty: 4217.031738
	Iteration 6Q: 3 clusters Score -588865.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -588978.937500 Penalty: 4217.031738
	Iteration 7Q: 3 clusters Score -588978.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -589073.625000 Penalty: 4217.031738
	Iteration 8Q: 3 clusters Score -589073.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -589151.187500 Penalty: 4217.031738
	Iteration 9Q: 3 clusters Score -589151.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -589213.937500 Penalty: 4217.031738
	Iteration 10Q: 3 clusters Score -589213.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -589272.625000 Penalty: 4217.031738
	Iteration 11Q: 3 clusters Score -589272.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -589333.937500 Penalty: 4217.031738
	Iteration 12Q: 3 clusters Score -589333.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -589373.250000 Penalty: 4217.031738
	Iteration 13Q: 3 clusters Score -589373.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -589412.875000 Penalty: 4217.031738
	Iteration 14Q: 3 clusters Score -589412.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -589441.187500 Penalty: 4217.031738
	Iteration 15Q: 3 clusters Score -589441.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -589463.812500 Penalty: 4217.031738
	Iteration 16Q: 3 clusters Score -589463.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -589479.562500 Penalty: 4217.031738
	Iteration 17Q: 3 clusters Score -589479.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -589488.687500 Penalty: 4217.031738
	Iteration 18Q: 3 clusters Score -589488.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -589494.250000 Penalty: 4217.031738
	Iteration 19Q: 3 clusters Score -589494.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -589501.875000 Penalty: 4217.031738
	Iteration 20F: 3 clusters Score -589501.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -589507.687500 Penalty: 4217.031738
	Iteration 21Q: 3 clusters Score -589507.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -589513.250000 Penalty: 4217.031738
	Iteration 22Q: 3 clusters Score -589513.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -589518.562500 Penalty: 4217.031738
	Iteration 23Q: 3 clusters Score -589518.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -589525.312500 Penalty: 4217.031738
	Iteration 24Q: 3 clusters Score -589525.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -589530.812500 Penalty: 4217.031738
	Iteration 25Q: 3 clusters Score -589530.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -589534.875000 Penalty: 4217.031738
	Iteration 26Q: 3 clusters Score -589534.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -589534.812500 Penalty: 4217.031738
	Iteration 27Q: 3 clusters Score -589534.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -589538.062500 Penalty: 4217.031738
	Iteration 28Q: 3 clusters Score -589538.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -589538.562500 Penalty: 4217.031738
	Iteration 29Q: 3 clusters Score -589538.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -589539.062500 Penalty: 4217.031738
	Iteration 30Q: 3 clusters Score -589539.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -589541.125000 Penalty: 4217.031738
	Iteration 31Q: 3 clusters Score -589541.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -589545.062500 Penalty: 4217.031738
	Iteration 32Q: 3 clusters Score -589545.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -589549.375000 Penalty: 4217.031738
	Iteration 33Q: 3 clusters Score -589549.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -589552.437500 Penalty: 4217.031738
	Iteration 34Q: 3 clusters Score -589552.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -589553.000000 Penalty: 4217.031738
	Iteration 35Q: 3 clusters Score -589553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -589557.937500 Penalty: 4217.031738
	Iteration 36Q: 3 clusters Score -589557.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -589562.125000 Penalty: 4217.031738
	Iteration 37Q: 3 clusters Score -589562.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -589568.062500 Penalty: 4217.031738
	Iteration 38Q: 3 clusters Score -589568.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -589568.937500 Penalty: 4217.031738
	Iteration 39Q: 3 clusters Score -589568.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -589572.437500 Penalty: 4217.031738
	Iteration 40F: 3 clusters Score -589572.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -589575.250000 Penalty: 4217.031738
	Iteration 41Q: 3 clusters Score -589575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -589576.000000 Penalty: 4217.031738
	Iteration 42Q: 3 clusters Score -589576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -589577.437500 Penalty: 4217.031738
	Iteration 43Q: 3 clusters Score -589577.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -589580.375000 Penalty: 4217.031738
	Iteration 44Q: 3 clusters Score -589580.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -589585.562500 Penalty: 4217.031738
	Iteration 45Q: 3 clusters Score -589585.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -589588.437500 Penalty: 4217.031738
	Iteration 46Q: 3 clusters Score -589588.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -589591.500000 Penalty: 4217.031738
	Iteration 47Q: 3 clusters Score -589591.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -589595.937500 Penalty: 4217.031738
	Iteration 48Q: 3 clusters Score -589595.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -589602.500000 Penalty: 4217.031738
	Iteration 49Q: 3 clusters Score -589602.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -589606.187500 Penalty: 4217.031738
	Iteration 50Q: 3 clusters Score -589606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -589606.437500 Penalty: 4217.031738
	Iteration 51Q: 3 clusters Score -589606.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -589608.000000 Penalty: 4217.031738
	Iteration 52Q: 3 clusters Score -589608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -589608.750000 Penalty: 4217.031738
	Iteration 53Q: 3 clusters Score -589608.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -589608.750000 Penalty: 4217.031738
	Iteration 54F: 3 clusters Score -589608.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -34647.453125 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -34647.45 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 175 members 
Entering Unmasked Estep 
Score: -33319.292969 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -33319.29 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33614.664062 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -33614.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33747.035156 Penalty: 2913.965820
	Iteration 2F: 3 clusters Score -33747.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33826.074219 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -33826.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33902.312500 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -33902.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33919.722656 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -33919.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33928.140625 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -33928.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33930.613281 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -33930.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33935.792969 Penalty: 2913.965820
	Iteration 8Q: 3 clusters Score -33935.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33943.000000 Penalty: 2913.965820
	Iteration 9Q: 3 clusters Score -33943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33943.000000 Penalty: 2913.965820
	Iteration 10F: 3 clusters Score -33943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -27114.908203 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -27114.91 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 163 members 
Entering Unmasked Estep 
Score: -25868.164062 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -25868.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26066.439453 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -26066.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26233.962891 Penalty: 2822.418457
	Iteration 2F: 3 clusters Score -26233.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26401.191406 Penalty: 2822.418457
	Iteration 3F: 3 clusters Score -26401.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26513.728516 Penalty: 2822.418457
	Iteration 4F: 3 clusters Score -26513.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26574.685547 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -26574.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26642.695312 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -26642.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26679.320312 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -26679.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26682.736328 Penalty: 2822.418457
	Iteration 8Q: 3 clusters Score -26682.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26682.736328 Penalty: 2822.418457
	Iteration 9F: 3 clusters Score -26682.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (105138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105138 members 
Entering Unmasked Estep 
Score: -13306452.000000 Penalty: 2867.631348
	Iteration 0F: 2 clusters Score -1.330645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -13235926.000000 Penalty: 5735.262695
	Iteration 0F: 3 clusters Score -1.323593e+07 nChanged 49987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -13264502.000000 Penalty: 5735.262695
	Iteration 1F: 3 clusters Score -1.32645e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -13265406.000000 Penalty: 5735.262695
	Iteration 2Q: 3 clusters Score -1.326541e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 54292 members 
Entering Unmasked Estep 
Score: -13266473.000000 Penalty: 5735.262695
	Iteration 3Q: 3 clusters Score -1.326647e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 55482 members 
Entering Unmasked Estep 
Score: -13267994.000000 Penalty: 5735.262695
	Iteration 4Q: 3 clusters Score -1.326799e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 57446 members 
Entering Unmasked Estep 
Score: -13269945.000000 Penalty: 5735.262695
	Iteration 5Q: 3 clusters Score -1.326994e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -13273007.000000 Penalty: 5735.262695
	Iteration 6F: 3 clusters Score -1.327301e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -13277468.000000 Penalty: 5735.262695
	Iteration 7F: 3 clusters Score -1.327747e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -13283711.000000 Penalty: 5735.262695
	Iteration 8F: 3 clusters Score -1.328371e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 71855 members 
Entering Unmasked Estep 
Score: -13289728.000000 Penalty: 5735.262695
	Iteration 9F: 3 clusters Score -1.328973e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 74424 members 
Entering Unmasked Estep 
Score: -13293245.000000 Penalty: 5735.262695
	Iteration 10F: 3 clusters Score -1.329324e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -13294454.000000 Penalty: 5735.262695
	Iteration 11Q: 3 clusters Score -1.329445e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 77629 members 
Entering Unmasked Estep 
Score: -13295046.000000 Penalty: 5735.262695
	Iteration 12Q: 3 clusters Score -1.329505e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 79078 members 
Entering Unmasked Estep 
Score: -13295507.000000 Penalty: 5735.262695
	Iteration 13Q: 3 clusters Score -1.329551e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 80531 members 
Entering Unmasked Estep 
Score: -13296062.000000 Penalty: 5735.262695
	Iteration 14Q: 3 clusters Score -1.329606e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 82011 members 
Entering Unmasked Estep 
Score: -13296532.000000 Penalty: 5735.262695
	Iteration 15Q: 3 clusters Score -1.329653e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 83480 members 
Entering Unmasked Estep 
Score: -13297124.000000 Penalty: 5735.262695
	Iteration 16Q: 3 clusters Score -1.329712e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 84958 members 
Entering Unmasked Estep 
Score: -13297668.000000 Penalty: 5735.262695
	Iteration 17Q: 3 clusters Score -1.329767e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 86430 members 
Entering Unmasked Estep 
Score: -13298265.000000 Penalty: 5735.262695
	Iteration 18Q: 3 clusters Score -1.329826e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 87889 members 
Entering Unmasked Estep 
Score: -13298806.000000 Penalty: 5735.262695
	Iteration 19Q: 3 clusters Score -1.329881e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 89321 members 
Entering Unmasked Estep 
Score: -13299288.000000 Penalty: 5735.262695
	Iteration 20F: 3 clusters Score -1.329929e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 90694 members 
Entering Unmasked Estep 
Score: -13299746.000000 Penalty: 5735.262695
	Iteration 21Q: 3 clusters Score -1.329975e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 92044 members 
Entering Unmasked Estep 
Score: -13300255.000000 Penalty: 5735.262695
	Iteration 22Q: 3 clusters Score -1.330026e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 93319 members 
Entering Unmasked Estep 
Score: -13300729.000000 Penalty: 5735.262695
	Iteration 23Q: 3 clusters Score -1.330073e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 94520 members 
Entering Unmasked Estep 
Score: -13301174.000000 Penalty: 5735.262695
	Iteration 24Q: 3 clusters Score -1.330117e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 95700 members 
Entering Unmasked Estep 
Score: -13301692.000000 Penalty: 5735.262695
	Iteration 25Q: 3 clusters Score -1.330169e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 96792 members 
Entering Unmasked Estep 
Score: -13302180.000000 Penalty: 5735.262695
	Iteration 26Q: 3 clusters Score -1.330218e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 97731 members 
Entering Unmasked Estep 
Score: -13302567.000000 Penalty: 5735.262695
	Iteration 27Q: 3 clusters Score -1.330257e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 98568 members 
Entering Unmasked Estep 
Score: -13302906.000000 Penalty: 5735.262695
	Iteration 28Q: 3 clusters Score -1.330291e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 99314 members 
Entering Unmasked Estep 
Score: -13303216.000000 Penalty: 5735.262695
	Iteration 29Q: 3 clusters Score -1.330322e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 99981 members 
Entering Unmasked Estep 
Score: -13303379.000000 Penalty: 5735.262695
	Iteration 30Q: 3 clusters Score -1.330338e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 100559 members 
Entering Unmasked Estep 
Score: -13303639.000000 Penalty: 5735.262695
	Iteration 31Q: 3 clusters Score -1.330364e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 101041 members 
Entering Unmasked Estep 
Score: -13303786.000000 Penalty: 5735.262695
	Iteration 32Q: 3 clusters Score -1.330379e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 101481 members 
Entering Unmasked Estep 
Score: -13303965.000000 Penalty: 5735.262695
	Iteration 33Q: 3 clusters Score -1.330396e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 101835 members 
Entering Unmasked Estep 
Score: -13304018.000000 Penalty: 5735.262695
	Iteration 34Q: 3 clusters Score -1.330402e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 102142 members 
Entering Unmasked Estep 
Score: -13304138.000000 Penalty: 5735.262695
	Iteration 35Q: 3 clusters Score -1.330414e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 102416 members 
Entering Unmasked Estep 
Score: -13304248.000000 Penalty: 5735.262695
	Iteration 36Q: 3 clusters Score -1.330425e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 102641 members 
Entering Unmasked Estep 
Score: -13304377.000000 Penalty: 5735.262695
	Iteration 37Q: 3 clusters Score -1.330438e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 102829 members 
Entering Unmasked Estep 
Score: -13304386.000000 Penalty: 5735.262695
	Iteration 38Q: 3 clusters Score -1.330439e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 102994 members 
Entering Unmasked Estep 
Score: -13304455.000000 Penalty: 5735.262695
	Iteration 39Q: 3 clusters Score -1.330446e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 103129 members 
Entering Unmasked Estep 
Score: -13304487.000000 Penalty: 5735.262695
	Iteration 40F: 3 clusters Score -1.330449e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 103245 members 
Entering Unmasked Estep 
Score: -13304490.000000 Penalty: 5735.262695
	Iteration 41Q: 3 clusters Score -1.330449e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 103344 members 
Entering Unmasked Estep 
Score: -13304544.000000 Penalty: 5735.262695
	Iteration 42Q: 3 clusters Score -1.330454e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 103429 members 
Entering Unmasked Estep 
Score: -13304548.000000 Penalty: 5735.262695
	Iteration 43Q: 3 clusters Score -1.330455e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 103491 members 
Entering Unmasked Estep 
Score: -13304574.000000 Penalty: 5735.262695
	Iteration 44Q: 3 clusters Score -1.330457e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 103552 members 
Entering Unmasked Estep 
Score: -13304606.000000 Penalty: 5735.262695
	Iteration 45Q: 3 clusters Score -1.330461e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 103600 members 
Entering Unmasked Estep 
Score: -13304621.000000 Penalty: 5735.262695
	Iteration 46Q: 3 clusters Score -1.330462e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 103645 members 
Entering Unmasked Estep 
Score: -13304613.000000 Penalty: 5735.262695
	Iteration 47Q: 3 clusters Score -1.330461e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 103692 members 
Entering Unmasked Estep 
Score: -13304631.000000 Penalty: 5735.262695
	Iteration 48Q: 3 clusters Score -1.330463e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 103737 members 
Entering Unmasked Estep 
Score: -13304633.000000 Penalty: 5735.262695
	Iteration 49Q: 3 clusters Score -1.330463e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 103783 members 
Entering Unmasked Estep 
Score: -13304635.000000 Penalty: 5735.262695
	Iteration 50Q: 3 clusters Score -1.330464e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 103824 members 
Entering Unmasked Estep 
Score: -13304657.000000 Penalty: 5735.262695
	Iteration 51Q: 3 clusters Score -1.330466e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 103861 members 
Entering Unmasked Estep 
Score: -13304650.000000 Penalty: 5735.262695
	Iteration 52Q: 3 clusters Score -1.330465e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 103878 members 
Entering Unmasked Estep 
Score: -13304649.000000 Penalty: 5735.262695
	Iteration 53Q: 3 clusters Score -1.330465e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 103890 members 
Entering Unmasked Estep 
Score: -13304659.000000 Penalty: 5735.262695
	Iteration 54Q: 3 clusters Score -1.330466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 103898 members 
Entering Unmasked Estep 
Score: -13304669.000000 Penalty: 5735.262695
	Iteration 55Q: 3 clusters Score -1.330467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 103904 members 
Entering Unmasked Estep 
Score: -13304655.000000 Penalty: 5735.262695
	Iteration 56Q: 3 clusters Score -1.330466e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 103918 members 
Entering Unmasked Estep 
Score: -13304675.000000 Penalty: 5735.262695
	Iteration 57Q: 3 clusters Score -1.330468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 103932 members 
Entering Unmasked Estep 
Score: -13304694.000000 Penalty: 5735.262695
	Iteration 58Q: 3 clusters Score -1.330469e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 103940 members 
Entering Unmasked Estep 
Score: -13304692.000000 Penalty: 5735.262695
	Iteration 59Q: 3 clusters Score -1.330469e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 103951 members 
Entering Unmasked Estep 
Score: -13304682.000000 Penalty: 5735.262695
	Iteration 60F: 3 clusters Score -1.330468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 103960 members 
Entering Unmasked Estep 
Score: -13304676.000000 Penalty: 5735.262695
	Iteration 61Q: 3 clusters Score -1.330468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 103968 members 
Entering Unmasked Estep 
Score: -13304692.000000 Penalty: 5735.262695
	Iteration 62Q: 3 clusters Score -1.330469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 103975 members 
Entering Unmasked Estep 
Score: -13304692.000000 Penalty: 5735.262695
	Iteration 63Q: 3 clusters Score -1.330469e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 103985 members 
Entering Unmasked Estep 
Score: -13304694.000000 Penalty: 5735.262695
	Iteration 64Q: 3 clusters Score -1.330469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 103992 members 
Entering Unmasked Estep 
Score: -13304710.000000 Penalty: 5735.262695
	Iteration 65Q: 3 clusters Score -1.330471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 103998 members 
Entering Unmasked Estep 
Score: -13304707.000000 Penalty: 5735.262695
	Iteration 66Q: 3 clusters Score -1.330471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 104001 members 
Entering Unmasked Estep 
Score: -13304706.000000 Penalty: 5735.262695
	Iteration 67Q: 3 clusters Score -1.330471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 104006 members 
Entering Unmasked Estep 
Score: -13304706.000000 Penalty: 5735.262695
	Iteration 68Q: 3 clusters Score -1.330471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 104009 members 
Entering Unmasked Estep 
Score: -13304712.000000 Penalty: 5735.262695
	Iteration 69Q: 3 clusters Score -1.330471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 104012 members 
Entering Unmasked Estep 
Score: -13304702.000000 Penalty: 5735.262695
	Iteration 70Q: 3 clusters Score -1.33047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 104020 members 
Entering Unmasked Estep 
Score: -13304702.000000 Penalty: 5735.262695
	Iteration 71Q: 3 clusters Score -1.33047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 104022 members 
Entering Unmasked Estep 
Score: -13304696.000000 Penalty: 5735.262695
	Iteration 72Q: 3 clusters Score -1.33047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 104025 members 
Entering Unmasked Estep 
Score: -13304695.000000 Penalty: 5735.262695
	Iteration 73Q: 3 clusters Score -1.33047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 104028 members 
Entering Unmasked Estep 
Score: -13304708.000000 Penalty: 5735.262695
	Iteration 74Q: 3 clusters Score -1.330471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 104030 members 
Entering Unmasked Estep 
Score: -13304697.000000 Penalty: 5735.262695
	Iteration 75Q: 3 clusters Score -1.33047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 104032 members 
Entering Unmasked Estep 
Score: -13304704.000000 Penalty: 5735.262695
	Iteration 76Q: 3 clusters Score -1.33047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 104037 members 
Entering Unmasked Estep 
Score: -13304711.000000 Penalty: 5735.262695
	Iteration 77Q: 3 clusters Score -1.330471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 104040 members 
Entering Unmasked Estep 
Score: -13304704.000000 Penalty: 5735.262695
	Iteration 78Q: 3 clusters Score -1.33047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 104040 members 
Entering Unmasked Estep 
Score: -13304709.000000 Penalty: 5735.262695
	Iteration 79Q: 3 clusters Score -1.330471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 104040 members 
Entering Unmasked Estep 
Score: -13304703.000000 Penalty: 5735.262695
	Iteration 80F: 3 clusters Score -1.33047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 104041 members 
Entering Unmasked Estep 
Score: -13304705.000000 Penalty: 5735.262695
	Iteration 81Q: 3 clusters Score -1.33047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 104046 members 
Entering Unmasked Estep 
Score: -13304701.000000 Penalty: 5735.262695
	Iteration 82Q: 3 clusters Score -1.33047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 104050 members 
Entering Unmasked Estep 
Score: -13304698.000000 Penalty: 5735.262695
	Iteration 83Q: 3 clusters Score -1.33047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 104052 members 
Entering Unmasked Estep 
Score: -13304696.000000 Penalty: 5735.262695
	Iteration 84Q: 3 clusters Score -1.33047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 104054 members 
Entering Unmasked Estep 
Score: -13304703.000000 Penalty: 5735.262695
	Iteration 85Q: 3 clusters Score -1.33047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 104054 members 
Entering Unmasked Estep 
Score: -13304703.000000 Penalty: 5735.262695
	Iteration 86F: 3 clusters Score -1.33047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Entering Unmasked Estep 
Score: -5024875.500000 Penalty: 2624.563232
	Iteration 0F: 2 clusters Score -5024876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -4998151.000000 Penalty: 5249.126465
	Iteration 0F: 3 clusters Score -4998151 nChanged 17993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -5007815.000000 Penalty: 5249.126465
	Iteration 1F: 3 clusters Score -5007815 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -5008270.000000 Penalty: 5249.126465
	Iteration 2Q: 3 clusters Score -5008270 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -5008671.000000 Penalty: 5249.126465
	Iteration 3Q: 3 clusters Score -5008671 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -5008978.500000 Penalty: 5249.126465
	Iteration 4Q: 3 clusters Score -5008978 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -5009328.000000 Penalty: 5249.126465
	Iteration 5Q: 3 clusters Score -5009328 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -5009707.000000 Penalty: 5249.126465
	Iteration 6Q: 3 clusters Score -5009707 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -5010153.500000 Penalty: 5249.126465
	Iteration 7Q: 3 clusters Score -5010154 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -5010721.000000 Penalty: 5249.126465
	Iteration 8Q: 3 clusters Score -5010721 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -5011526.000000 Penalty: 5249.126465
	Iteration 9Q: 3 clusters Score -5011526 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -5012561.500000 Penalty: 5249.126465
	Iteration 10Q: 3 clusters Score -5012562 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -5013953.500000 Penalty: 5249.126465
	Iteration 11F: 3 clusters Score -5013954 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -5015504.500000 Penalty: 5249.126465
	Iteration 12F: 3 clusters Score -5015504 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -5017110.500000 Penalty: 5249.126465
	Iteration 13F: 3 clusters Score -5017110 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -5018350.000000 Penalty: 5249.126465
	Iteration 14Q: 3 clusters Score -5018350 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -5019223.500000 Penalty: 5249.126465
	Iteration 15Q: 3 clusters Score -5019224 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -5019763.500000 Penalty: 5249.126465
	Iteration 16Q: 3 clusters Score -5019764 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -5020147.500000 Penalty: 5249.126465
	Iteration 17Q: 3 clusters Score -5020148 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -5020418.500000 Penalty: 5249.126465
	Iteration 18Q: 3 clusters Score -5020418 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -5020710.500000 Penalty: 5249.126465
	Iteration 19Q: 3 clusters Score -5020710 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -5020978.000000 Penalty: 5249.126465
	Iteration 20F: 3 clusters Score -5020978 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -5021203.000000 Penalty: 5249.126465
	Iteration 21Q: 3 clusters Score -5021203 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -5021391.500000 Penalty: 5249.126465
	Iteration 22Q: 3 clusters Score -5021392 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -5021552.000000 Penalty: 5249.126465
	Iteration 23Q: 3 clusters Score -5021552 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -5021700.000000 Penalty: 5249.126465
	Iteration 24Q: 3 clusters Score -5021700 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -5021851.000000 Penalty: 5249.126465
	Iteration 25Q: 3 clusters Score -5021851 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -5021972.500000 Penalty: 5249.126465
	Iteration 26Q: 3 clusters Score -5021972 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -5022085.500000 Penalty: 5249.126465
	Iteration 27Q: 3 clusters Score -5022086 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -5022160.000000 Penalty: 5249.126465
	Iteration 28Q: 3 clusters Score -5022160 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -5022262.000000 Penalty: 5249.126465
	Iteration 29Q: 3 clusters Score -5022262 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -5022336.000000 Penalty: 5249.126465
	Iteration 30Q: 3 clusters Score -5022336 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -5022433.500000 Penalty: 5249.126465
	Iteration 31Q: 3 clusters Score -5022434 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -5022514.500000 Penalty: 5249.126465
	Iteration 32Q: 3 clusters Score -5022514 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -5022593.500000 Penalty: 5249.126465
	Iteration 33Q: 3 clusters Score -5022594 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -5022656.500000 Penalty: 5249.126465
	Iteration 34Q: 3 clusters Score -5022656 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -5022703.500000 Penalty: 5249.126465
	Iteration 35Q: 3 clusters Score -5022704 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -5022717.500000 Penalty: 5249.126465
	Iteration 36Q: 3 clusters Score -5022718 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -5022751.000000 Penalty: 5249.126465
	Iteration 37Q: 3 clusters Score -5022751 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -5022772.000000 Penalty: 5249.126465
	Iteration 38Q: 3 clusters Score -5022772 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -5022784.500000 Penalty: 5249.126465
	Iteration 39Q: 3 clusters Score -5022784 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5022808.000000 Penalty: 5249.126465
	Iteration 40F: 3 clusters Score -5022808 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5022836.000000 Penalty: 5249.126465
	Iteration 41Q: 3 clusters Score -5022836 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5022864.000000 Penalty: 5249.126465
	Iteration 42Q: 3 clusters Score -5022864 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5022874.000000 Penalty: 5249.126465
	Iteration 43Q: 3 clusters Score -5022874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5022881.000000 Penalty: 5249.126465
	Iteration 44Q: 3 clusters Score -5022881 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5022901.000000 Penalty: 5249.126465
	Iteration 45Q: 3 clusters Score -5022901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5022897.500000 Penalty: 5249.126465
	Iteration 46Q: 3 clusters Score -5022898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -5022897.500000 Penalty: 5249.126465
	Iteration 47Q: 3 clusters Score -5022898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5022906.000000 Penalty: 5249.126465
	Iteration 48Q: 3 clusters Score -5022906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -5022907.500000 Penalty: 5249.126465
	Iteration 49Q: 3 clusters Score -5022908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5022919.000000 Penalty: 5249.126465
	Iteration 50Q: 3 clusters Score -5022919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5022921.500000 Penalty: 5249.126465
	Iteration 51Q: 3 clusters Score -5022922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5022920.500000 Penalty: 5249.126465
	Iteration 52Q: 3 clusters Score -5022920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5022925.500000 Penalty: 5249.126465
	Iteration 53Q: 3 clusters Score -5022926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5022923.500000 Penalty: 5249.126465
	Iteration 54Q: 3 clusters Score -5022924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5022936.000000 Penalty: 5249.126465
	Iteration 55Q: 3 clusters Score -5022936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5022926.000000 Penalty: 5249.126465
	Iteration 56Q: 3 clusters Score -5022926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5022920.500000 Penalty: 5249.126465
	Iteration 57Q: 3 clusters Score -5022920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5022921.500000 Penalty: 5249.126465
	Iteration 58Q: 3 clusters Score -5022922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5022929.500000 Penalty: 5249.126465
	Iteration 59Q: 3 clusters Score -5022930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5022938.000000 Penalty: 5249.126465
	Iteration 60F: 3 clusters Score -5022938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5022946.500000 Penalty: 5249.126465
	Iteration 61Q: 3 clusters Score -5022946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5022952.500000 Penalty: 5249.126465
	Iteration 62Q: 3 clusters Score -5022952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5022960.500000 Penalty: 5249.126465
	Iteration 63Q: 3 clusters Score -5022960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5022963.500000 Penalty: 5249.126465
	Iteration 64Q: 3 clusters Score -5022964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5022967.000000 Penalty: 5249.126465
	Iteration 65Q: 3 clusters Score -5022967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5022979.000000 Penalty: 5249.126465
	Iteration 66Q: 3 clusters Score -5022979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5022976.500000 Penalty: 5249.126465
	Iteration 67Q: 3 clusters Score -5022976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5022983.000000 Penalty: 5249.126465
	Iteration 68Q: 3 clusters Score -5022983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5022976.500000 Penalty: 5249.126465
	Iteration 69Q: 3 clusters Score -5022976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5022994.500000 Penalty: 5249.126465
	Iteration 70Q: 3 clusters Score -5022994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5023002.500000 Penalty: 5249.126465
	Iteration 71Q: 3 clusters Score -5023002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5023001.000000 Penalty: 5249.126465
	Iteration 72Q: 3 clusters Score -5023001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5023018.000000 Penalty: 5249.126465
	Iteration 73Q: 3 clusters Score -5023018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5023015.500000 Penalty: 5249.126465
	Iteration 74Q: 3 clusters Score -5023016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5023016.500000 Penalty: 5249.126465
	Iteration 75Q: 3 clusters Score -5023016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5023018.500000 Penalty: 5249.126465
	Iteration 76Q: 3 clusters Score -5023018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5023016.000000 Penalty: 5249.126465
	Iteration 77Q: 3 clusters Score -5023016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5023016.000000 Penalty: 5249.126465
	Iteration 78Q: 3 clusters Score -5023016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5023013.000000 Penalty: 5249.126465
	Iteration 79Q: 3 clusters Score -5023013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5023011.000000 Penalty: 5249.126465
	Iteration 80F: 3 clusters Score -5023011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5023013.500000 Penalty: 5249.126465
	Iteration 81Q: 3 clusters Score -5023014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5023015.500000 Penalty: 5249.126465
	Iteration 82Q: 3 clusters Score -5023016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5023015.500000 Penalty: 5249.126465
	Iteration 83Q: 3 clusters Score -5023016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5023015.500000 Penalty: 5249.126465
	Iteration 84F: 3 clusters Score -5023016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Entering Unmasked Estep 
Score: -5814785.000000 Penalty: 2661.160889
	Iteration 0F: 2 clusters Score -5814785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -5783977.000000 Penalty: 5322.321777
	Iteration 0F: 3 clusters Score -5783977 nChanged 21019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -5795500.500000 Penalty: 5322.321777
	Iteration 1F: 3 clusters Score -5795500 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -5796150.500000 Penalty: 5322.321777
	Iteration 2Q: 3 clusters Score -5796150 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -5796805.500000 Penalty: 5322.321777
	Iteration 3Q: 3 clusters Score -5796806 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -5797598.500000 Penalty: 5322.321777
	Iteration 4Q: 3 clusters Score -5797598 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -5798588.000000 Penalty: 5322.321777
	Iteration 5Q: 3 clusters Score -5798588 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -5800084.500000 Penalty: 5322.321777
	Iteration 6F: 3 clusters Score -5800084 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -5802193.500000 Penalty: 5322.321777
	Iteration 7F: 3 clusters Score -5802194 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -5804857.500000 Penalty: 5322.321777
	Iteration 8F: 3 clusters Score -5804858 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -5807582.000000 Penalty: 5322.321777
	Iteration 9F: 3 clusters Score -5807582 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -5809772.500000 Penalty: 5322.321777
	Iteration 10F: 3 clusters Score -5809772 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -5811310.500000 Penalty: 5322.321777
	Iteration 11Q: 3 clusters Score -5811310 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -5812311.000000 Penalty: 5322.321777
	Iteration 12Q: 3 clusters Score -5812311 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -5812757.500000 Penalty: 5322.321777
	Iteration 13Q: 3 clusters Score -5812758 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -5812955.000000 Penalty: 5322.321777
	Iteration 14Q: 3 clusters Score -5812955 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -5813041.500000 Penalty: 5322.321777
	Iteration 15Q: 3 clusters Score -5813042 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -5813101.000000 Penalty: 5322.321777
	Iteration 16Q: 3 clusters Score -5813101 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -5813153.000000 Penalty: 5322.321777
	Iteration 17Q: 3 clusters Score -5813153 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -5813190.500000 Penalty: 5322.321777
	Iteration 18Q: 3 clusters Score -5813190 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -5813210.000000 Penalty: 5322.321777
	Iteration 19Q: 3 clusters Score -5813210 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -5813233.500000 Penalty: 5322.321777
	Iteration 20F: 3 clusters Score -5813234 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -5813250.000000 Penalty: 5322.321777
	Iteration 21Q: 3 clusters Score -5813250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -5813250.500000 Penalty: 5322.321777
	Iteration 22Q: 3 clusters Score -5813250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -5813276.500000 Penalty: 5322.321777
	Iteration 23Q: 3 clusters Score -5813276 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -5813283.500000 Penalty: 5322.321777
	Iteration 24Q: 3 clusters Score -5813284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -5813293.500000 Penalty: 5322.321777
	Iteration 25Q: 3 clusters Score -5813294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -5813295.500000 Penalty: 5322.321777
	Iteration 26Q: 3 clusters Score -5813296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -5813299.500000 Penalty: 5322.321777
	Iteration 27Q: 3 clusters Score -5813300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -5813305.000000 Penalty: 5322.321777
	Iteration 28Q: 3 clusters Score -5813305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -5813309.500000 Penalty: 5322.321777
	Iteration 29Q: 3 clusters Score -5813310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -5813312.500000 Penalty: 5322.321777
	Iteration 30Q: 3 clusters Score -5813312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -5813317.000000 Penalty: 5322.321777
	Iteration 31Q: 3 clusters Score -5813317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -5813314.500000 Penalty: 5322.321777
	Iteration 32Q: 3 clusters Score -5813314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -5813326.000000 Penalty: 5322.321777
	Iteration 33Q: 3 clusters Score -5813326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -5813322.000000 Penalty: 5322.321777
	Iteration 34Q: 3 clusters Score -5813322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -5813322.500000 Penalty: 5322.321777
	Iteration 35Q: 3 clusters Score -5813322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -5813321.000000 Penalty: 5322.321777
	Iteration 36Q: 3 clusters Score -5813321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -5813325.000000 Penalty: 5322.321777
	Iteration 37Q: 3 clusters Score -5813325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -5813323.000000 Penalty: 5322.321777
	Iteration 38Q: 3 clusters Score -5813323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -5813330.500000 Penalty: 5322.321777
	Iteration 39Q: 3 clusters Score -5813330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -5813331.000000 Penalty: 5322.321777
	Iteration 40F: 3 clusters Score -5813331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -5813326.000000 Penalty: 5322.321777
	Iteration 41Q: 3 clusters Score -5813326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -5813322.500000 Penalty: 5322.321777
	Iteration 42Q: 3 clusters Score -5813322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -5813322.500000 Penalty: 5322.321777
	Iteration 43F: 3 clusters Score -5813322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -50953.773438 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -50953.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49511.765625 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -49511.77 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49730.121094 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -49730.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49808.742188 Penalty: 3055.958740
	Iteration 2F: 3 clusters Score -49808.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49837.378906 Penalty: 3055.958740
	Iteration 3Q: 3 clusters Score -49837.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -49861.144531 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -49861.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49888.218750 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -49888.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49922.855469 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -49922.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49980.695312 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -49980.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50020.406250 Penalty: 3055.958740
	Iteration 8Q: 3 clusters Score -50020.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50069.480469 Penalty: 3055.958740
	Iteration 9Q: 3 clusters Score -50069.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50120.171875 Penalty: 3055.958740
	Iteration 10Q: 3 clusters Score -50120.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50136.109375 Penalty: 3055.958740
	Iteration 11Q: 3 clusters Score -50136.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50148.843750 Penalty: 3055.958740
	Iteration 12Q: 3 clusters Score -50148.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50168.296875 Penalty: 3055.958740
	Iteration 13Q: 3 clusters Score -50168.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50174.613281 Penalty: 3055.958740
	Iteration 14Q: 3 clusters Score -50174.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50182.382812 Penalty: 3055.958740
	Iteration 15Q: 3 clusters Score -50182.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50188.261719 Penalty: 3055.958740
	Iteration 16Q: 3 clusters Score -50188.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50190.921875 Penalty: 3055.958740
	Iteration 17Q: 3 clusters Score -50190.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50198.253906 Penalty: 3055.958740
	Iteration 18Q: 3 clusters Score -50198.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50199.843750 Penalty: 3055.958740
	Iteration 19Q: 3 clusters Score -50199.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50199.843750 Penalty: 3055.958740
	Iteration 20F: 3 clusters Score -50199.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Entering Unmasked Estep 
Score: -1547296.125000 Penalty: 2348.791504
	Iteration 0F: 2 clusters Score -1547296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1537722.625000 Penalty: 4697.583008
	Iteration 0F: 3 clusters Score -1537723 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1540868.000000 Penalty: 4697.583008
	Iteration 1F: 3 clusters Score -1540868 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1541526.250000 Penalty: 4697.583008
	Iteration 2F: 3 clusters Score -1541526 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1542337.500000 Penalty: 4697.583008
	Iteration 3F: 3 clusters Score -1542338 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1543329.750000 Penalty: 4697.583008
	Iteration 4F: 3 clusters Score -1543330 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1544274.750000 Penalty: 4697.583008
	Iteration 5F: 3 clusters Score -1544275 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1545013.250000 Penalty: 4697.583008
	Iteration 6F: 3 clusters Score -1545013 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1545451.000000 Penalty: 4697.583008
	Iteration 7F: 3 clusters Score -1545451 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1545776.250000 Penalty: 4697.583008
	Iteration 8Q: 3 clusters Score -1545776 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1545985.750000 Penalty: 4697.583008
	Iteration 9Q: 3 clusters Score -1545986 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1546137.875000 Penalty: 4697.583008
	Iteration 10Q: 3 clusters Score -1546138 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1546278.625000 Penalty: 4697.583008
	Iteration 11Q: 3 clusters Score -1546279 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1546390.625000 Penalty: 4697.583008
	Iteration 12Q: 3 clusters Score -1546391 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1546504.250000 Penalty: 4697.583008
	Iteration 13Q: 3 clusters Score -1546504 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1546630.375000 Penalty: 4697.583008
	Iteration 14Q: 3 clusters Score -1546630 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1546733.125000 Penalty: 4697.583008
	Iteration 15Q: 3 clusters Score -1546733 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1546805.625000 Penalty: 4697.583008
	Iteration 16Q: 3 clusters Score -1546806 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1546859.125000 Penalty: 4697.583008
	Iteration 17Q: 3 clusters Score -1546859 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1546913.750000 Penalty: 4697.583008
	Iteration 18Q: 3 clusters Score -1546914 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1546961.750000 Penalty: 4697.583008
	Iteration 19Q: 3 clusters Score -1546962 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1547005.750000 Penalty: 4697.583008
	Iteration 20F: 3 clusters Score -1547006 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1547035.375000 Penalty: 4697.583008
	Iteration 21Q: 3 clusters Score -1547035 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1547060.875000 Penalty: 4697.583008
	Iteration 22Q: 3 clusters Score -1547061 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1547074.750000 Penalty: 4697.583008
	Iteration 23Q: 3 clusters Score -1547075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1547086.250000 Penalty: 4697.583008
	Iteration 24Q: 3 clusters Score -1547086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1547099.750000 Penalty: 4697.583008
	Iteration 25Q: 3 clusters Score -1547100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1547112.750000 Penalty: 4697.583008
	Iteration 26Q: 3 clusters Score -1547113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1547131.500000 Penalty: 4697.583008
	Iteration 27Q: 3 clusters Score -1547132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1547141.125000 Penalty: 4697.583008
	Iteration 28Q: 3 clusters Score -1547141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1547145.125000 Penalty: 4697.583008
	Iteration 29Q: 3 clusters Score -1547145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1547152.125000 Penalty: 4697.583008
	Iteration 30Q: 3 clusters Score -1547152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1547163.750000 Penalty: 4697.583008
	Iteration 31Q: 3 clusters Score -1547164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1547170.250000 Penalty: 4697.583008
	Iteration 32Q: 3 clusters Score -1547170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1547173.625000 Penalty: 4697.583008
	Iteration 33Q: 3 clusters Score -1547174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1547173.750000 Penalty: 4697.583008
	Iteration 34Q: 3 clusters Score -1547174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1547172.875000 Penalty: 4697.583008
	Iteration 35Q: 3 clusters Score -1547173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1547173.375000 Penalty: 4697.583008
	Iteration 36Q: 3 clusters Score -1547173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1547174.375000 Penalty: 4697.583008
	Iteration 37Q: 3 clusters Score -1547174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1547178.625000 Penalty: 4697.583008
	Iteration 38Q: 3 clusters Score -1547179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1547179.875000 Penalty: 4697.583008
	Iteration 39Q: 3 clusters Score -1547180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1547179.125000 Penalty: 4697.583008
	Iteration 40F: 3 clusters Score -1547179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1547179.250000 Penalty: 4697.583008
	Iteration 41Q: 3 clusters Score -1547179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1547181.125000 Penalty: 4697.583008
	Iteration 42Q: 3 clusters Score -1547181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1547181.375000 Penalty: 4697.583008
	Iteration 43Q: 3 clusters Score -1547181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1547181.500000 Penalty: 4697.583008
	Iteration 44Q: 3 clusters Score -1547182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1547181.625000 Penalty: 4697.583008
	Iteration 45Q: 3 clusters Score -1547182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1547183.750000 Penalty: 4697.583008
	Iteration 46Q: 3 clusters Score -1547184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1547184.000000 Penalty: 4697.583008
	Iteration 47Q: 3 clusters Score -1547184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1547184.000000 Penalty: 4697.583008
	Iteration 48F: 3 clusters Score -1547184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -71446.812500 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -71446.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69784.664062 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -69784.66 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70128.304688 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -70128.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70253.062500 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -70253.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70340.109375 Penalty: 3205.662598
	Iteration 3F: 3 clusters Score -70340.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70411.968750 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -70411.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -70483.109375 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -70483.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -70525.648438 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -70525.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70557.015625 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -70557.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -70585.523438 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -70585.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -70608.765625 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -70608.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -70632.437500 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -70632.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -70651.796875 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -70651.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -70671.875000 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -70671.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -70683.593750 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -70683.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -70702.718750 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -70702.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -70735.046875 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -70735.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -70765.593750 Penalty: 3205.662598
	Iteration 16Q: 3 clusters Score -70765.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -70778.890625 Penalty: 3205.662598
	Iteration 17Q: 3 clusters Score -70778.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -70808.375000 Penalty: 3205.662598
	Iteration 18Q: 3 clusters Score -70808.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -70837.062500 Penalty: 3205.662598
	Iteration 19Q: 3 clusters Score -70837.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -70849.921875 Penalty: 3205.662598
	Iteration 20F: 3 clusters Score -70849.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -70865.390625 Penalty: 3205.662598
	Iteration 21Q: 3 clusters Score -70865.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -70875.367188 Penalty: 3205.662598
	Iteration 22Q: 3 clusters Score -70875.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -70886.453125 Penalty: 3205.662598
	Iteration 23Q: 3 clusters Score -70886.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -70894.492188 Penalty: 3205.662598
	Iteration 24Q: 3 clusters Score -70894.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -70898.765625 Penalty: 3205.662598
	Iteration 25Q: 3 clusters Score -70898.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -70898.765625 Penalty: 3205.662598
	Iteration 26F: 3 clusters Score -70898.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -48870.812500 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -48870.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47391.804688 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -47391.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47784.246094 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -47784.25 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48102.648438 Penalty: 3094.208984
	Iteration 2F: 3 clusters Score -48102.65 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -48557.820312 Penalty: 3094.208984
	Iteration 3F: 3 clusters Score -48557.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48931.523438 Penalty: 3094.208984
	Iteration 4F: 3 clusters Score -48931.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49182.863281 Penalty: 3094.208984
	Iteration 5F: 3 clusters Score -49182.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49295.734375 Penalty: 3094.208984
	Iteration 6Q: 3 clusters Score -49295.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49319.277344 Penalty: 3094.208984
	Iteration 7Q: 3 clusters Score -49319.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49346.617188 Penalty: 3094.208984
	Iteration 8Q: 3 clusters Score -49346.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49365.488281 Penalty: 3094.208984
	Iteration 9Q: 3 clusters Score -49365.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49377.515625 Penalty: 3094.208984
	Iteration 10Q: 3 clusters Score -49377.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -49396.812500 Penalty: 3094.208984
	Iteration 11Q: 3 clusters Score -49396.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -49396.812500 Penalty: 3094.208984
	Iteration 12F: 3 clusters Score -49396.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170797 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60282 members 
Mstep: Class 6 contains 311228 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174469 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105138 members 
Mstep: Class 14 contains 39455 members 
Mstep: Class 15 contains 45729 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12977 members 
Mstep: Class 18 contains 174 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 338 members 
Mstep: Class 23 contains 31373 members 
Entering Unmasked Estep 
Score: -119283424.000000 Penalty: 71765.531250
Splitting cluster 22 changes total score from -119284808.000000 to -119283424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (31373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Entering Unmasked Estep 
Score: -4004755.250000 Penalty: 2567.718262
	Iteration 0F: 2 clusters Score -4004755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -3983337.000000 Penalty: 5135.436523
	Iteration 0F: 3 clusters Score -3983337 nChanged 14055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -3990919.000000 Penalty: 5135.436523
	Iteration 1F: 3 clusters Score -3990919 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3991421.750000 Penalty: 5135.436523
	Iteration 2Q: 3 clusters Score -3991422 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -3991824.500000 Penalty: 5135.436523
	Iteration 3Q: 3 clusters Score -3991824 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -3992223.500000 Penalty: 5135.436523
	Iteration 4Q: 3 clusters Score -3992224 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -3992712.750000 Penalty: 5135.436523
	Iteration 5Q: 3 clusters Score -3992713 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -3993477.000000 Penalty: 5135.436523
	Iteration 6Q: 3 clusters Score -3993477 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3994659.000000 Penalty: 5135.436523
	Iteration 7F: 3 clusters Score -3994659 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -3996422.500000 Penalty: 5135.436523
	Iteration 8F: 3 clusters Score -3996422 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -3998667.250000 Penalty: 5135.436523
	Iteration 9F: 3 clusters Score -3998667 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -4000620.250000 Penalty: 5135.436523
	Iteration 10F: 3 clusters Score -4000620 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4001735.250000 Penalty: 5135.436523
	Iteration 11Q: 3 clusters Score -4001735 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4002245.250000 Penalty: 5135.436523
	Iteration 12Q: 3 clusters Score -4002245 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4002490.500000 Penalty: 5135.436523
	Iteration 13Q: 3 clusters Score -4002490 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4002631.000000 Penalty: 5135.436523
	Iteration 14Q: 3 clusters Score -4002631 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4002693.750000 Penalty: 5135.436523
	Iteration 15Q: 3 clusters Score -4002694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4002740.250000 Penalty: 5135.436523
	Iteration 16Q: 3 clusters Score -4002740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4002779.750000 Penalty: 5135.436523
	Iteration 17Q: 3 clusters Score -4002780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4002801.500000 Penalty: 5135.436523
	Iteration 18Q: 3 clusters Score -4002802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4002805.750000 Penalty: 5135.436523
	Iteration 19Q: 3 clusters Score -4002806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4002815.000000 Penalty: 5135.436523
	Iteration 20F: 3 clusters Score -4002815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4002821.250000 Penalty: 5135.436523
	Iteration 21Q: 3 clusters Score -4002821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4002830.250000 Penalty: 5135.436523
	Iteration 22Q: 3 clusters Score -4002830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4002833.000000 Penalty: 5135.436523
	Iteration 23Q: 3 clusters Score -4002833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4002831.000000 Penalty: 5135.436523
	Iteration 24Q: 3 clusters Score -4002831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4002831.750000 Penalty: 5135.436523
	Iteration 25Q: 3 clusters Score -4002832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4002831.750000 Penalty: 5135.436523
	Iteration 26F: 3 clusters Score -4002832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170797 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60282 members 
Mstep: Class 6 contains 311228 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174469 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105138 members 
Mstep: Class 14 contains 39455 members 
Mstep: Class 15 contains 45729 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12977 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284776.000000 Penalty: 68348.125000
Iteration 159Q: 21 clusters Score -1.192848e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170775 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60281 members 
Mstep: Class 6 contains 311236 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174494 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105128 members 
Mstep: Class 14 contains 39455 members 
Mstep: Class 15 contains 45728 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12977 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284848.000000 Penalty: 68348.125000
Iteration 160F: 21 clusters Score -1.192848e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170767 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60276 members 
Mstep: Class 6 contains 311247 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174510 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105118 members 
Mstep: Class 14 contains 39456 members 
Mstep: Class 15 contains 45729 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12978 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284808.000000 Penalty: 68348.125000
Iteration 161Q: 21 clusters Score -1.192848e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170765 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60271 members 
Mstep: Class 6 contains 311245 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174537 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105106 members 
Mstep: Class 14 contains 39454 members 
Mstep: Class 15 contains 45728 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12977 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284752.000000 Penalty: 68348.125000
Iteration 162Q: 21 clusters Score -1.192848e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170756 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60268 members 
Mstep: Class 6 contains 311244 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174567 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105092 members 
Mstep: Class 14 contains 39452 members 
Mstep: Class 15 contains 45729 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12977 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284824.000000 Penalty: 68348.125000
Iteration 163Q: 21 clusters Score -1.192848e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170744 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60267 members 
Mstep: Class 6 contains 311260 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174585 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105077 members 
Mstep: Class 14 contains 39452 members 
Mstep: Class 15 contains 45728 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12977 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284760.000000 Penalty: 68348.125000
Iteration 164Q: 21 clusters Score -1.192848e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170737 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60266 members 
Mstep: Class 6 contains 311259 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174602 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105070 members 
Mstep: Class 14 contains 39452 members 
Mstep: Class 15 contains 45727 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12978 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284784.000000 Penalty: 68348.125000
Iteration 165Q: 21 clusters Score -1.192848e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170719 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60267 members 
Mstep: Class 6 contains 311260 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174627 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105057 members 
Mstep: Class 14 contains 39455 members 
Mstep: Class 15 contains 45729 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12977 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284832.000000 Penalty: 68348.125000
Iteration 166Q: 21 clusters Score -1.192848e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170713 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60268 members 
Mstep: Class 6 contains 311261 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174643 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105044 members 
Mstep: Class 14 contains 39456 members 
Mstep: Class 15 contains 45729 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12975 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284888.000000 Penalty: 68348.125000
Iteration 167Q: 21 clusters Score -1.192849e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170704 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60267 members 
Mstep: Class 6 contains 311272 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174645 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105040 members 
Mstep: Class 14 contains 39456 members 
Mstep: Class 15 contains 45732 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12975 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284904.000000 Penalty: 68348.125000
Iteration 168Q: 21 clusters Score -1.192849e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170694 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60267 members 
Mstep: Class 6 contains 311291 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174654 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105035 members 
Mstep: Class 14 contains 39457 members 
Mstep: Class 15 contains 45725 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12975 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284920.000000 Penalty: 68348.125000
Iteration 169Q: 21 clusters Score -1.192849e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170681 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60263 members 
Mstep: Class 6 contains 311309 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174652 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105031 members 
Mstep: Class 14 contains 39458 members 
Mstep: Class 15 contains 45728 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12976 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284880.000000 Penalty: 68348.125000
Iteration 170Q: 21 clusters Score -1.192849e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170681 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60264 members 
Mstep: Class 6 contains 311317 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174646 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105028 members 
Mstep: Class 14 contains 39459 members 
Mstep: Class 15 contains 45728 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12976 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284856.000000 Penalty: 68348.125000
Iteration 171Q: 21 clusters Score -1.192849e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170689 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60264 members 
Mstep: Class 6 contains 311308 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174647 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105024 members 
Mstep: Class 14 contains 39463 members 
Mstep: Class 15 contains 45728 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12975 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284904.000000 Penalty: 68348.125000
Iteration 172Q: 21 clusters Score -1.192849e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170686 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60264 members 
Mstep: Class 6 contains 311306 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174654 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105021 members 
Mstep: Class 14 contains 39465 members 
Mstep: Class 15 contains 45728 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12975 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284864.000000 Penalty: 68348.125000
Iteration 173Q: 21 clusters Score -1.192849e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170687 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60264 members 
Mstep: Class 6 contains 311298 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174664 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105014 members 
Mstep: Class 14 contains 39469 members 
Mstep: Class 15 contains 45729 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12974 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284864.000000 Penalty: 68348.125000
Iteration 174Q: 21 clusters Score -1.192849e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170691 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60264 members 
Mstep: Class 6 contains 311290 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174677 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105004 members 
Mstep: Class 14 contains 39469 members 
Mstep: Class 15 contains 45733 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12972 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284848.000000 Penalty: 68348.125000
Iteration 175Q: 21 clusters Score -1.192848e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170684 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60263 members 
Mstep: Class 6 contains 311293 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174683 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 105004 members 
Mstep: Class 14 contains 39472 members 
Mstep: Class 15 contains 45730 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12971 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284824.000000 Penalty: 68348.125000
Iteration 176Q: 21 clusters Score -1.192848e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170686 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60263 members 
Mstep: Class 6 contains 311299 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174682 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104995 members 
Mstep: Class 14 contains 39474 members 
Mstep: Class 15 contains 45729 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12971 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284832.000000 Penalty: 68348.125000
Iteration 177Q: 21 clusters Score -1.192848e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170685 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60263 members 
Mstep: Class 6 contains 311307 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174686 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104983 members 
Mstep: Class 14 contains 39475 members 
Mstep: Class 15 contains 45729 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12971 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284792.000000 Penalty: 68348.125000
Iteration 178Q: 21 clusters Score -1.192848e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170685 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60263 members 
Mstep: Class 6 contains 311313 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174693 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104970 members 
Mstep: Class 14 contains 39475 members 
Mstep: Class 15 contains 45731 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12971 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284816.000000 Penalty: 68348.125000
Iteration 179Q: 21 clusters Score -1.192848e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170680 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60263 members 
Mstep: Class 6 contains 311325 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174699 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104960 members 
Mstep: Class 14 contains 39476 members 
Mstep: Class 15 contains 45730 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12970 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284832.000000 Penalty: 68348.125000
Iteration 180F: 21 clusters Score -1.192848e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170677 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60265 members 
Mstep: Class 6 contains 311326 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174702 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4925 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104952 members 
Mstep: Class 14 contains 39479 members 
Mstep: Class 15 contains 45731 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12970 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284832.000000 Penalty: 68348.125000
Iteration 181Q: 21 clusters Score -1.192848e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170674 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60264 members 
Mstep: Class 6 contains 311329 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174715 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104939 members 
Mstep: Class 14 contains 39480 members 
Mstep: Class 15 contains 45731 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12970 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284760.000000 Penalty: 68348.125000
Iteration 182Q: 21 clusters Score -1.192848e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170677 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60265 members 
Mstep: Class 6 contains 311332 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174710 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104938 members 
Mstep: Class 14 contains 39482 members 
Mstep: Class 15 contains 45730 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12968 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284712.000000 Penalty: 68348.125000
Iteration 183Q: 21 clusters Score -1.192847e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170680 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60263 members 
Mstep: Class 6 contains 311341 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174712 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104927 members 
Mstep: Class 14 contains 39485 members 
Mstep: Class 15 contains 45725 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12970 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284728.000000 Penalty: 68348.125000
Iteration 184Q: 21 clusters Score -1.192847e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170687 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60262 members 
Mstep: Class 6 contains 311344 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174710 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104922 members 
Mstep: Class 14 contains 39485 members 
Mstep: Class 15 contains 45722 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12970 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284688.000000 Penalty: 68348.125000
Iteration 185Q: 21 clusters Score -1.192847e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170689 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311349 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174706 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104918 members 
Mstep: Class 14 contains 39487 members 
Mstep: Class 15 contains 45722 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12970 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284656.000000 Penalty: 68348.125000
Iteration 186Q: 21 clusters Score -1.192847e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170695 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311349 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174700 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104915 members 
Mstep: Class 14 contains 39490 members 
Mstep: Class 15 contains 45722 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12970 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284656.000000 Penalty: 68348.125000
Iteration 187Q: 21 clusters Score -1.192847e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170697 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311349 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174698 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104913 members 
Mstep: Class 14 contains 39492 members 
Mstep: Class 15 contains 45722 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12970 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284624.000000 Penalty: 68348.125000
Iteration 188Q: 21 clusters Score -1.192846e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170696 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311348 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174698 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104913 members 
Mstep: Class 14 contains 39493 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12970 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284640.000000 Penalty: 68348.125000
Iteration 189Q: 21 clusters Score -1.192846e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170692 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311346 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174700 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104911 members 
Mstep: Class 14 contains 39496 members 
Mstep: Class 15 contains 45724 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12970 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284624.000000 Penalty: 68348.125000
Iteration 190Q: 21 clusters Score -1.192846e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170693 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311346 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174697 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104911 members 
Mstep: Class 14 contains 39497 members 
Mstep: Class 15 contains 45726 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12969 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284624.000000 Penalty: 68348.125000
Iteration 191Q: 21 clusters Score -1.192846e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170692 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311348 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174697 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104911 members 
Mstep: Class 14 contains 39498 members 
Mstep: Class 15 contains 45726 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12967 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284624.000000 Penalty: 68348.125000
Iteration 192Q: 21 clusters Score -1.192846e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170692 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311347 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174696 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104912 members 
Mstep: Class 14 contains 39499 members 
Mstep: Class 15 contains 45728 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12965 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284584.000000 Penalty: 68348.125000
Iteration 193Q: 21 clusters Score -1.192846e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170692 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311349 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174698 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104908 members 
Mstep: Class 14 contains 39499 members 
Mstep: Class 15 contains 45729 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284640.000000 Penalty: 68348.125000
Iteration 194Q: 21 clusters Score -1.192846e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170694 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311348 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174700 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104906 members 
Mstep: Class 14 contains 39499 members 
Mstep: Class 15 contains 45728 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284664.000000 Penalty: 68348.125000
Iteration 195Q: 21 clusters Score -1.192847e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170694 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311345 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174702 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104907 members 
Mstep: Class 14 contains 39499 members 
Mstep: Class 15 contains 45728 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284680.000000 Penalty: 68348.125000
Iteration 196Q: 21 clusters Score -1.192847e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170696 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311345 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174705 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104903 members 
Mstep: Class 14 contains 39499 members 
Mstep: Class 15 contains 45727 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284680.000000 Penalty: 68348.125000
Iteration 197Q: 21 clusters Score -1.192847e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170703 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311345 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174705 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104900 members 
Mstep: Class 14 contains 39498 members 
Mstep: Class 15 contains 45724 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284672.000000 Penalty: 68348.125000
Iteration 198Q: 21 clusters Score -1.192847e+08 nChanged 12
Entering ConstructFrom: 
Score: -119284672.000000 Penalty: 68348.125000
Entering ConstructFrom: 
Trying to split cluster 1 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -65880.992188 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -65880.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64282.628906 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -64282.63 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64473.136719 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -64473.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64539.027344 Penalty: 3125.189941
	Iteration 2Q: 3 clusters Score -64539.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64570.675781 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -64570.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64582.105469 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -64582.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64586.359375 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -64586.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64586.359375 Penalty: 3125.189941
	Iteration 6F: 3 clusters Score -64586.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (170705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170705 members 
Entering Unmasked Estep 
Score: -21515750.000000 Penalty: 2987.827637
	Iteration 0F: 2 clusters Score -2.151575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85331 members 
Mstep: Class 2 contains 85374 members 
Entering Unmasked Estep 
Score: -21401470.000000 Penalty: 5975.655273
	Iteration 0F: 3 clusters Score -2.140147e+07 nChanged 82282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86401 members 
Mstep: Class 2 contains 84304 members 
Entering Unmasked Estep 
Score: -21449498.000000 Penalty: 5975.655273
	Iteration 1F: 3 clusters Score -2.14495e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87016 members 
Mstep: Class 2 contains 83689 members 
Entering Unmasked Estep 
Score: -21450642.000000 Penalty: 5975.655273
	Iteration 2Q: 3 clusters Score -2.145064e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87843 members 
Mstep: Class 2 contains 82862 members 
Entering Unmasked Estep 
Score: -21451828.000000 Penalty: 5975.655273
	Iteration 3Q: 3 clusters Score -2.145183e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89167 members 
Mstep: Class 2 contains 81538 members 
Entering Unmasked Estep 
Score: -21453330.000000 Penalty: 5975.655273
	Iteration 4Q: 3 clusters Score -2.145333e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91144 members 
Mstep: Class 2 contains 79561 members 
Entering Unmasked Estep 
Score: -21455258.000000 Penalty: 5975.655273
	Iteration 5Q: 3 clusters Score -2.145526e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94092 members 
Mstep: Class 2 contains 76613 members 
Entering Unmasked Estep 
Score: -21458094.000000 Penalty: 5975.655273
	Iteration 6Q: 3 clusters Score -2.145809e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98014 members 
Mstep: Class 2 contains 72691 members 
Entering Unmasked Estep 
Score: -21462056.000000 Penalty: 5975.655273
	Iteration 7Q: 3 clusters Score -2.146206e+07 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102839 members 
Mstep: Class 2 contains 67866 members 
Entering Unmasked Estep 
Score: -21466784.000000 Penalty: 5975.655273
	Iteration 8F: 3 clusters Score -2.146678e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108284 members 
Mstep: Class 2 contains 62421 members 
Entering Unmasked Estep 
Score: -21472166.000000 Penalty: 5975.655273
	Iteration 9F: 3 clusters Score -2.147217e+07 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113859 members 
Mstep: Class 2 contains 56846 members 
Entering Unmasked Estep 
Score: -21478340.000000 Penalty: 5975.655273
	Iteration 10F: 3 clusters Score -2.147834e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119105 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -21484924.000000 Penalty: 5975.655273
	Iteration 11F: 3 clusters Score -2.148492e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123570 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -21489984.000000 Penalty: 5975.655273
	Iteration 12Q: 3 clusters Score -2.148998e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127258 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -21493348.000000 Penalty: 5975.655273
	Iteration 13Q: 3 clusters Score -2.149335e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130599 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -21495340.000000 Penalty: 5975.655273
	Iteration 14Q: 3 clusters Score -2.149534e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133774 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -21496576.000000 Penalty: 5975.655273
	Iteration 15Q: 3 clusters Score -2.149658e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136921 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -21497870.000000 Penalty: 5975.655273
	Iteration 16Q: 3 clusters Score -2.149787e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140121 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -21499146.000000 Penalty: 5975.655273
	Iteration 17Q: 3 clusters Score -2.149915e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143343 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -21500460.000000 Penalty: 5975.655273
	Iteration 18Q: 3 clusters Score -2.150046e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146458 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -21502040.000000 Penalty: 5975.655273
	Iteration 19Q: 3 clusters Score -2.150204e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149518 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -21503572.000000 Penalty: 5975.655273
	Iteration 20F: 3 clusters Score -2.150357e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152560 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -21505040.000000 Penalty: 5975.655273
	Iteration 21Q: 3 clusters Score -2.150504e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155389 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -21506544.000000 Penalty: 5975.655273
	Iteration 22Q: 3 clusters Score -2.150654e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158098 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -21507860.000000 Penalty: 5975.655273
	Iteration 23Q: 3 clusters Score -2.150786e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160453 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -21509128.000000 Penalty: 5975.655273
	Iteration 24Q: 3 clusters Score -2.150913e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162483 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -21510206.000000 Penalty: 5975.655273
	Iteration 25Q: 3 clusters Score -2.151021e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164117 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -21511030.000000 Penalty: 5975.655273
	Iteration 26Q: 3 clusters Score -2.151103e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165394 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -21511676.000000 Penalty: 5975.655273
	Iteration 27Q: 3 clusters Score -2.151168e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166440 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -21512008.000000 Penalty: 5975.655273
	Iteration 28Q: 3 clusters Score -2.151201e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167254 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -21512376.000000 Penalty: 5975.655273
	Iteration 29Q: 3 clusters Score -2.151238e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167874 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -21512680.000000 Penalty: 5975.655273
	Iteration 30Q: 3 clusters Score -2.151268e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168331 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -21512786.000000 Penalty: 5975.655273
	Iteration 31Q: 3 clusters Score -2.151279e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168696 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -21512960.000000 Penalty: 5975.655273
	Iteration 32Q: 3 clusters Score -2.151296e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168964 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -21513080.000000 Penalty: 5975.655273
	Iteration 33Q: 3 clusters Score -2.151308e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169162 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -21513100.000000 Penalty: 5975.655273
	Iteration 34Q: 3 clusters Score -2.15131e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169302 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -21513178.000000 Penalty: 5975.655273
	Iteration 35Q: 3 clusters Score -2.151318e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169400 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -21513246.000000 Penalty: 5975.655273
	Iteration 36Q: 3 clusters Score -2.151325e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169462 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -21513254.000000 Penalty: 5975.655273
	Iteration 37Q: 3 clusters Score -2.151325e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169499 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -21513264.000000 Penalty: 5975.655273
	Iteration 38Q: 3 clusters Score -2.151326e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169541 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -21513274.000000 Penalty: 5975.655273
	Iteration 39Q: 3 clusters Score -2.151327e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169578 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -21513296.000000 Penalty: 5975.655273
	Iteration 40F: 3 clusters Score -2.15133e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169613 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -21513306.000000 Penalty: 5975.655273
	Iteration 41Q: 3 clusters Score -2.151331e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169638 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -21513338.000000 Penalty: 5975.655273
	Iteration 42Q: 3 clusters Score -2.151334e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169655 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -21513328.000000 Penalty: 5975.655273
	Iteration 43Q: 3 clusters Score -2.151333e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169674 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -21513346.000000 Penalty: 5975.655273
	Iteration 44Q: 3 clusters Score -2.151335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169691 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -21513360.000000 Penalty: 5975.655273
	Iteration 45Q: 3 clusters Score -2.151336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169698 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -21513362.000000 Penalty: 5975.655273
	Iteration 46Q: 3 clusters Score -2.151336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169707 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -21513370.000000 Penalty: 5975.655273
	Iteration 47Q: 3 clusters Score -2.151337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169711 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -21513366.000000 Penalty: 5975.655273
	Iteration 48Q: 3 clusters Score -2.151337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169718 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -21513370.000000 Penalty: 5975.655273
	Iteration 49Q: 3 clusters Score -2.151337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169720 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -21513376.000000 Penalty: 5975.655273
	Iteration 50Q: 3 clusters Score -2.151338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169724 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -21513394.000000 Penalty: 5975.655273
	Iteration 51Q: 3 clusters Score -2.151339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169727 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -21513390.000000 Penalty: 5975.655273
	Iteration 52Q: 3 clusters Score -2.151339e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169727 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -21513390.000000 Penalty: 5975.655273
	Iteration 53F: 3 clusters Score -2.151339e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Entering Unmasked Estep 
Score: -292426.843750 Penalty: 1932.604980
	Iteration 0F: 2 clusters Score -292426.8 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 1204 members 
Entering Unmasked Estep 
Score: -289446.718750 Penalty: 3865.209961
	Iteration 0F: 3 clusters Score -289446.7 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -289982.625000 Penalty: 3865.209961
	Iteration 1F: 3 clusters Score -289982.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -290154.812500 Penalty: 3865.209961
	Iteration 2F: 3 clusters Score -290154.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -290238.062500 Penalty: 3865.209961
	Iteration 3Q: 3 clusters Score -290238.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -290298.593750 Penalty: 3865.209961
	Iteration 4Q: 3 clusters Score -290298.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -290341.812500 Penalty: 3865.209961
	Iteration 5Q: 3 clusters Score -290341.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -290378.750000 Penalty: 3865.209961
	Iteration 6Q: 3 clusters Score -290378.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -290408.593750 Penalty: 3865.209961
	Iteration 7Q: 3 clusters Score -290408.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -290436.906250 Penalty: 3865.209961
	Iteration 8Q: 3 clusters Score -290436.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -290472.875000 Penalty: 3865.209961
	Iteration 9Q: 3 clusters Score -290472.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -290516.406250 Penalty: 3865.209961
	Iteration 10Q: 3 clusters Score -290516.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -290568.031250 Penalty: 3865.209961
	Iteration 11Q: 3 clusters Score -290568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -290628.093750 Penalty: 3865.209961
	Iteration 12Q: 3 clusters Score -290628.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -290726.000000 Penalty: 3865.209961
	Iteration 13Q: 3 clusters Score -290726 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -290837.312500 Penalty: 3865.209961
	Iteration 14Q: 3 clusters Score -290837.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -290957.875000 Penalty: 3865.209961
	Iteration 15Q: 3 clusters Score -290957.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -291083.031250 Penalty: 3865.209961
	Iteration 16Q: 3 clusters Score -291083 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -291193.156250 Penalty: 3865.209961
	Iteration 17Q: 3 clusters Score -291193.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -291288.968750 Penalty: 3865.209961
	Iteration 18Q: 3 clusters Score -291289 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -291374.000000 Penalty: 3865.209961
	Iteration 19Q: 3 clusters Score -291374 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -291494.656250 Penalty: 3865.209961
	Iteration 20F: 3 clusters Score -291494.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -291622.343750 Penalty: 3865.209961
	Iteration 21Q: 3 clusters Score -291622.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -291752.937500 Penalty: 3865.209961
	Iteration 22Q: 3 clusters Score -291752.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -291852.531250 Penalty: 3865.209961
	Iteration 23Q: 3 clusters Score -291852.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -291903.781250 Penalty: 3865.209961
	Iteration 24Q: 3 clusters Score -291903.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -291924.781250 Penalty: 3865.209961
	Iteration 25Q: 3 clusters Score -291924.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -291931.500000 Penalty: 3865.209961
	Iteration 26Q: 3 clusters Score -291931.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -291935.687500 Penalty: 3865.209961
	Iteration 27Q: 3 clusters Score -291935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -291937.562500 Penalty: 3865.209961
	Iteration 28Q: 3 clusters Score -291937.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -291938.593750 Penalty: 3865.209961
	Iteration 29Q: 3 clusters Score -291938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -291939.125000 Penalty: 3865.209961
	Iteration 30Q: 3 clusters Score -291939.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -291939.125000 Penalty: 3865.209961
	Iteration 31F: 3 clusters Score -291939.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -58834.191406 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -58834.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -57349.992188 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -57349.99 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -57895.179688 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -57895.18 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58495.988281 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -58495.99 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -58947.683594 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -58947.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59090.238281 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -59090.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59276.792969 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -59276.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -59413.820312 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -59413.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59483.871094 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -59483.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59512.683594 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -59512.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -59544.585938 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -59544.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -59589.703125 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -59589.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59598.191406 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -59598.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -59600.503906 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -59600.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59602.402344 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -59602.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59606.140625 Penalty: 3197.863525
	Iteration 14Q: 3 clusters Score -59606.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59614.523438 Penalty: 3197.863525
	Iteration 15Q: 3 clusters Score -59614.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59626.437500 Penalty: 3197.863525
	Iteration 16Q: 3 clusters Score -59626.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59632.777344 Penalty: 3197.863525
	Iteration 17Q: 3 clusters Score -59632.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59633.566406 Penalty: 3197.863525
	Iteration 18Q: 3 clusters Score -59633.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59633.566406 Penalty: 3197.863525
	Iteration 19F: 3 clusters Score -59633.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170705 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311346 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174706 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104898 members 
Mstep: Class 14 contains 39497 members 
Mstep: Class 15 contains 45724 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 18 contains 302 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31345 members 
Entering Unmasked Estep 
Score: -119283712.000000 Penalty: 71765.531250
Splitting cluster 4 changes total score from -119284672.000000 to -119283712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (60261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Entering Unmasked Estep 
Score: -7381666.500000 Penalty: 2729.597168
	Iteration 0F: 2 clusters Score -7381666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -7341183.000000 Penalty: 5459.194336
	Iteration 0F: 3 clusters Score -7341183 nChanged 28039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -7356977.500000 Penalty: 5459.194336
	Iteration 1F: 3 clusters Score -7356978 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -7357642.500000 Penalty: 5459.194336
	Iteration 2Q: 3 clusters Score -7357642 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -7358466.000000 Penalty: 5459.194336
	Iteration 3Q: 3 clusters Score -7358466 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -7359762.000000 Penalty: 5459.194336
	Iteration 4Q: 3 clusters Score -7359762 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -7361778.000000 Penalty: 5459.194336
	Iteration 5F: 3 clusters Score -7361778 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -7364888.000000 Penalty: 5459.194336
	Iteration 6F: 3 clusters Score -7364888 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -7369017.000000 Penalty: 5459.194336
	Iteration 7F: 3 clusters Score -7369017 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -7373239.500000 Penalty: 5459.194336
	Iteration 8F: 3 clusters Score -7373240 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -7376451.500000 Penalty: 5459.194336
	Iteration 9F: 3 clusters Score -7376452 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7378189.000000 Penalty: 5459.194336
	Iteration 10Q: 3 clusters Score -7378189 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7378977.500000 Penalty: 5459.194336
	Iteration 11Q: 3 clusters Score -7378978 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59966 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7379294.500000 Penalty: 5459.194336
	Iteration 12Q: 3 clusters Score -7379294 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7379433.000000 Penalty: 5459.194336
	Iteration 13Q: 3 clusters Score -7379433 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7379492.500000 Penalty: 5459.194336
	Iteration 14Q: 3 clusters Score -7379492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7379514.000000 Penalty: 5459.194336
	Iteration 15Q: 3 clusters Score -7379514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60087 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7379526.500000 Penalty: 5459.194336
	Iteration 16Q: 3 clusters Score -7379526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60089 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -7379523.500000 Penalty: 5459.194336
	Iteration 17Q: 3 clusters Score -7379524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60094 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7379537.000000 Penalty: 5459.194336
	Iteration 18Q: 3 clusters Score -7379537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60094 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7379537.000000 Penalty: 5459.194336
	Iteration 19F: 3 clusters Score -7379537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (311346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311346 members 
Entering Unmasked Estep 
Score: -38991744.000000 Penalty: 3136.867676
	Iteration 0F: 2 clusters Score -3.899174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155872 members 
Mstep: Class 2 contains 155474 members 
Entering Unmasked Estep 
Score: -38804508.000000 Penalty: 6273.735352
	Iteration 0F: 3 clusters Score -3.880451e+07 nChanged 151126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157326 members 
Mstep: Class 2 contains 154020 members 
Entering Unmasked Estep 
Score: -38893180.000000 Penalty: 6273.735352
	Iteration 1F: 3 clusters Score -3.889318e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158598 members 
Mstep: Class 2 contains 152748 members 
Entering Unmasked Estep 
Score: -38894296.000000 Penalty: 6273.735352
	Iteration 2Q: 3 clusters Score -3.88943e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160638 members 
Mstep: Class 2 contains 150708 members 
Entering Unmasked Estep 
Score: -38895212.000000 Penalty: 6273.735352
	Iteration 3Q: 3 clusters Score -3.889521e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164003 members 
Mstep: Class 2 contains 147343 members 
Entering Unmasked Estep 
Score: -38896756.000000 Penalty: 6273.735352
	Iteration 4Q: 3 clusters Score -3.889676e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169475 members 
Mstep: Class 2 contains 141871 members 
Entering Unmasked Estep 
Score: -38898772.000000 Penalty: 6273.735352
	Iteration 5Q: 3 clusters Score -3.889877e+07 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178162 members 
Mstep: Class 2 contains 133184 members 
Entering Unmasked Estep 
Score: -38902024.000000 Penalty: 6273.735352
	Iteration 6Q: 3 clusters Score -3.890202e+07 nChanged 14178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191296 members 
Mstep: Class 2 contains 120050 members 
Entering Unmasked Estep 
Score: -38907488.000000 Penalty: 6273.735352
	Iteration 7Q: 3 clusters Score -3.890749e+07 nChanged 19352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209908 members 
Mstep: Class 2 contains 101438 members 
Entering Unmasked Estep 
Score: -38917384.000000 Penalty: 6273.735352
	Iteration 8F: 3 clusters Score -3.891738e+07 nChanged 23692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233258 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -38931788.000000 Penalty: 6273.735352
	Iteration 9F: 3 clusters Score -3.893179e+07 nChanged 24529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257597 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -38949764.000000 Penalty: 6273.735352
	Iteration 10F: 3 clusters Score -3.894976e+07 nChanged 19471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276958 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -38965880.000000 Penalty: 6273.735352
	Iteration 11F: 3 clusters Score -3.896588e+07 nChanged 12141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288827 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -38975744.000000 Penalty: 6273.735352
	Iteration 12Q: 3 clusters Score -3.897574e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295406 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -38981696.000000 Penalty: 6273.735352
	Iteration 13Q: 3 clusters Score -3.89817e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299484 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -38985096.000000 Penalty: 6273.735352
	Iteration 14Q: 3 clusters Score -3.89851e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302137 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -38986808.000000 Penalty: 6273.735352
	Iteration 15Q: 3 clusters Score -3.898681e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303975 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -38987596.000000 Penalty: 6273.735352
	Iteration 16Q: 3 clusters Score -3.89876e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305278 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -38988364.000000 Penalty: 6273.735352
	Iteration 17Q: 3 clusters Score -3.898836e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306221 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -38988940.000000 Penalty: 6273.735352
	Iteration 18Q: 3 clusters Score -3.898894e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306882 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -38989172.000000 Penalty: 6273.735352
	Iteration 19Q: 3 clusters Score -3.898917e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307360 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -38989364.000000 Penalty: 6273.735352
	Iteration 20F: 3 clusters Score -3.898936e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307747 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -38989480.000000 Penalty: 6273.735352
	Iteration 21Q: 3 clusters Score -3.898948e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308059 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -38989508.000000 Penalty: 6273.735352
	Iteration 22Q: 3 clusters Score -3.898951e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308304 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -38989592.000000 Penalty: 6273.735352
	Iteration 23Q: 3 clusters Score -3.898959e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308497 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -38989692.000000 Penalty: 6273.735352
	Iteration 24Q: 3 clusters Score -3.898969e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308661 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -38989708.000000 Penalty: 6273.735352
	Iteration 25Q: 3 clusters Score -3.898971e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308781 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -38989688.000000 Penalty: 6273.735352
	Iteration 26Q: 3 clusters Score -3.898969e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308903 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -38989656.000000 Penalty: 6273.735352
	Iteration 27Q: 3 clusters Score -3.898966e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309010 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -38989624.000000 Penalty: 6273.735352
	Iteration 28Q: 3 clusters Score -3.898962e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309113 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -38989692.000000 Penalty: 6273.735352
	Iteration 29Q: 3 clusters Score -3.898969e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309191 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -38989756.000000 Penalty: 6273.735352
	Iteration 30Q: 3 clusters Score -3.898976e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309273 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -38989756.000000 Penalty: 6273.735352
	Iteration 31Q: 3 clusters Score -3.898976e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309328 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -38989736.000000 Penalty: 6273.735352
	Iteration 32Q: 3 clusters Score -3.898974e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309368 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -38989720.000000 Penalty: 6273.735352
	Iteration 33Q: 3 clusters Score -3.898972e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309404 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -38989700.000000 Penalty: 6273.735352
	Iteration 34Q: 3 clusters Score -3.89897e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309436 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -38989748.000000 Penalty: 6273.735352
	Iteration 35Q: 3 clusters Score -3.898975e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309451 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -38989808.000000 Penalty: 6273.735352
	Iteration 36Q: 3 clusters Score -3.898981e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309478 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -38989756.000000 Penalty: 6273.735352
	Iteration 37Q: 3 clusters Score -3.898976e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309504 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -38989772.000000 Penalty: 6273.735352
	Iteration 38Q: 3 clusters Score -3.898977e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309532 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -38989812.000000 Penalty: 6273.735352
	Iteration 39Q: 3 clusters Score -3.898981e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309565 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -38989840.000000 Penalty: 6273.735352
	Iteration 40F: 3 clusters Score -3.898984e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309582 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -38989808.000000 Penalty: 6273.735352
	Iteration 41Q: 3 clusters Score -3.898981e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309599 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -38989840.000000 Penalty: 6273.735352
	Iteration 42Q: 3 clusters Score -3.898984e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309612 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -38989848.000000 Penalty: 6273.735352
	Iteration 43Q: 3 clusters Score -3.898985e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309629 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -38989868.000000 Penalty: 6273.735352
	Iteration 44Q: 3 clusters Score -3.898987e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309637 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -38989856.000000 Penalty: 6273.735352
	Iteration 45Q: 3 clusters Score -3.898986e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309651 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -38989852.000000 Penalty: 6273.735352
	Iteration 46Q: 3 clusters Score -3.898985e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309662 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -38989844.000000 Penalty: 6273.735352
	Iteration 47Q: 3 clusters Score -3.898984e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309680 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -38989888.000000 Penalty: 6273.735352
	Iteration 48Q: 3 clusters Score -3.898989e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309705 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -38989880.000000 Penalty: 6273.735352
	Iteration 49Q: 3 clusters Score -3.898988e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309728 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -38989840.000000 Penalty: 6273.735352
	Iteration 50Q: 3 clusters Score -3.898984e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309737 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -38989872.000000 Penalty: 6273.735352
	Iteration 51Q: 3 clusters Score -3.898987e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309754 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -38989916.000000 Penalty: 6273.735352
	Iteration 52Q: 3 clusters Score -3.898992e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309772 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -38989880.000000 Penalty: 6273.735352
	Iteration 53Q: 3 clusters Score -3.898988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309785 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -38989872.000000 Penalty: 6273.735352
	Iteration 54Q: 3 clusters Score -3.898987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309794 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -38989888.000000 Penalty: 6273.735352
	Iteration 55Q: 3 clusters Score -3.898989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309807 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -38989876.000000 Penalty: 6273.735352
	Iteration 56Q: 3 clusters Score -3.898988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309813 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -38989912.000000 Penalty: 6273.735352
	Iteration 57Q: 3 clusters Score -3.898991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309819 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -38989900.000000 Penalty: 6273.735352
	Iteration 58Q: 3 clusters Score -3.89899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309819 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -38989916.000000 Penalty: 6273.735352
	Iteration 59Q: 3 clusters Score -3.898992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309826 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -38989916.000000 Penalty: 6273.735352
	Iteration 60F: 3 clusters Score -3.898992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309832 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -38989932.000000 Penalty: 6273.735352
	Iteration 61Q: 3 clusters Score -3.898993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309840 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -38989916.000000 Penalty: 6273.735352
	Iteration 62Q: 3 clusters Score -3.898992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309844 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -38989920.000000 Penalty: 6273.735352
	Iteration 63Q: 3 clusters Score -3.898992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309849 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -38989928.000000 Penalty: 6273.735352
	Iteration 64Q: 3 clusters Score -3.898993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309852 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -38989940.000000 Penalty: 6273.735352
	Iteration 65Q: 3 clusters Score -3.898994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309854 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -38989928.000000 Penalty: 6273.735352
	Iteration 66Q: 3 clusters Score -3.898993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309854 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -38989920.000000 Penalty: 6273.735352
	Iteration 67Q: 3 clusters Score -3.898992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309856 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -38989900.000000 Penalty: 6273.735352
	Iteration 68Q: 3 clusters Score -3.89899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309857 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -38989908.000000 Penalty: 6273.735352
	Iteration 69Q: 3 clusters Score -3.898991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309859 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -38989924.000000 Penalty: 6273.735352
	Iteration 70Q: 3 clusters Score -3.898992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309859 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -38989924.000000 Penalty: 6273.735352
	Iteration 71F: 3 clusters Score -3.898992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -245559.296875 Penalty: 1889.448120
	Iteration 0F: 2 clusters Score -245559.3 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 1058 members 
Entering Unmasked Estep 
Score: -242926.109375 Penalty: 3778.896240
	Iteration 0F: 3 clusters Score -242926.1 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -243416.000000 Penalty: 3778.896240
	Iteration 1F: 3 clusters Score -243416 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -243564.812500 Penalty: 3778.896240
	Iteration 2F: 3 clusters Score -243564.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -243704.500000 Penalty: 3778.896240
	Iteration 3F: 3 clusters Score -243704.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -243839.562500 Penalty: 3778.896240
	Iteration 4Q: 3 clusters Score -243839.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -244005.078125 Penalty: 3778.896240
	Iteration 5Q: 3 clusters Score -244005.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -244144.984375 Penalty: 3778.896240
	Iteration 6Q: 3 clusters Score -244145 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -244216.046875 Penalty: 3778.896240
	Iteration 7Q: 3 clusters Score -244216 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -244289.218750 Penalty: 3778.896240
	Iteration 8Q: 3 clusters Score -244289.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -244344.359375 Penalty: 3778.896240
	Iteration 9Q: 3 clusters Score -244344.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -244381.734375 Penalty: 3778.896240
	Iteration 10Q: 3 clusters Score -244381.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -244418.500000 Penalty: 3778.896240
	Iteration 11Q: 3 clusters Score -244418.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -244455.859375 Penalty: 3778.896240
	Iteration 12Q: 3 clusters Score -244455.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -244491.640625 Penalty: 3778.896240
	Iteration 13Q: 3 clusters Score -244491.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -244526.390625 Penalty: 3778.896240
	Iteration 14Q: 3 clusters Score -244526.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -244554.187500 Penalty: 3778.896240
	Iteration 15Q: 3 clusters Score -244554.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -244576.328125 Penalty: 3778.896240
	Iteration 16Q: 3 clusters Score -244576.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -244585.812500 Penalty: 3778.896240
	Iteration 17Q: 3 clusters Score -244585.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -244590.265625 Penalty: 3778.896240
	Iteration 18Q: 3 clusters Score -244590.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -244592.984375 Penalty: 3778.896240
	Iteration 19Q: 3 clusters Score -244593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -244596.468750 Penalty: 3778.896240
	Iteration 20F: 3 clusters Score -244596.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -244601.359375 Penalty: 3778.896240
	Iteration 21Q: 3 clusters Score -244601.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -244604.453125 Penalty: 3778.896240
	Iteration 22Q: 3 clusters Score -244604.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -244609.968750 Penalty: 3778.896240
	Iteration 23Q: 3 clusters Score -244610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -244613.187500 Penalty: 3778.896240
	Iteration 24Q: 3 clusters Score -244613.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -244613.593750 Penalty: 3778.896240
	Iteration 25Q: 3 clusters Score -244613.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -244614.156250 Penalty: 3778.896240
	Iteration 26Q: 3 clusters Score -244614.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -244615.453125 Penalty: 3778.896240
	Iteration 27Q: 3 clusters Score -244615.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -244615.453125 Penalty: 3778.896240
	Iteration 28F: 3 clusters Score -244615.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (174706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174706 members 
Entering Unmasked Estep 
Score: -22033708.000000 Penalty: 2993.573242
	Iteration 0F: 2 clusters Score -2.203371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87258 members 
Mstep: Class 2 contains 87448 members 
Entering Unmasked Estep 
Score: -21917768.000000 Penalty: 5987.146484
	Iteration 0F: 3 clusters Score -2.191777e+07 nChanged 83621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86359 members 
Mstep: Class 2 contains 88347 members 
Entering Unmasked Estep 
Score: -21966176.000000 Penalty: 5987.146484
	Iteration 1F: 3 clusters Score -2.196618e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85525 members 
Mstep: Class 2 contains 89181 members 
Entering Unmasked Estep 
Score: -21967464.000000 Penalty: 5987.146484
	Iteration 2Q: 3 clusters Score -2.196746e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84422 members 
Mstep: Class 2 contains 90284 members 
Entering Unmasked Estep 
Score: -21969168.000000 Penalty: 5987.146484
	Iteration 3Q: 3 clusters Score -2.196917e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82856 members 
Mstep: Class 2 contains 91850 members 
Entering Unmasked Estep 
Score: -21971416.000000 Penalty: 5987.146484
	Iteration 4Q: 3 clusters Score -2.197142e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80715 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -21973844.000000 Penalty: 5987.146484
	Iteration 5Q: 3 clusters Score -2.197384e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77741 members 
Mstep: Class 2 contains 96965 members 
Entering Unmasked Estep 
Score: -21977224.000000 Penalty: 5987.146484
	Iteration 6Q: 3 clusters Score -2.197722e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 100955 members 
Entering Unmasked Estep 
Score: -21982068.000000 Penalty: 5987.146484
	Iteration 7F: 3 clusters Score -2.198207e+07 nChanged 10498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68563 members 
Mstep: Class 2 contains 106143 members 
Entering Unmasked Estep 
Score: -21989082.000000 Penalty: 5987.146484
	Iteration 8F: 3 clusters Score -2.198908e+07 nChanged 11256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 111881 members 
Entering Unmasked Estep 
Score: -21997220.000000 Penalty: 5987.146484
	Iteration 9F: 3 clusters Score -2.199722e+07 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 117132 members 
Entering Unmasked Estep 
Score: -22004480.000000 Penalty: 5987.146484
	Iteration 10F: 3 clusters Score -2.200448e+07 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 121214 members 
Entering Unmasked Estep 
Score: -22009146.000000 Penalty: 5987.146484
	Iteration 11Q: 3 clusters Score -2.200915e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 124624 members 
Entering Unmasked Estep 
Score: -22011828.000000 Penalty: 5987.146484
	Iteration 12Q: 3 clusters Score -2.201183e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 127856 members 
Entering Unmasked Estep 
Score: -22013414.000000 Penalty: 5987.146484
	Iteration 13Q: 3 clusters Score -2.201341e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 131089 members 
Entering Unmasked Estep 
Score: -22014876.000000 Penalty: 5987.146484
	Iteration 14Q: 3 clusters Score -2.201488e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 134315 members 
Entering Unmasked Estep 
Score: -22016254.000000 Penalty: 5987.146484
	Iteration 15Q: 3 clusters Score -2.201625e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 137570 members 
Entering Unmasked Estep 
Score: -22017782.000000 Penalty: 5987.146484
	Iteration 16Q: 3 clusters Score -2.201778e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 140732 members 
Entering Unmasked Estep 
Score: -22019148.000000 Penalty: 5987.146484
	Iteration 17Q: 3 clusters Score -2.201915e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 143846 members 
Entering Unmasked Estep 
Score: -22020864.000000 Penalty: 5987.146484
	Iteration 18Q: 3 clusters Score -2.202086e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 146885 members 
Entering Unmasked Estep 
Score: -22022426.000000 Penalty: 5987.146484
	Iteration 19Q: 3 clusters Score -2.202243e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 149743 members 
Entering Unmasked Estep 
Score: -22023880.000000 Penalty: 5987.146484
	Iteration 20F: 3 clusters Score -2.202388e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 152414 members 
Entering Unmasked Estep 
Score: -22025184.000000 Penalty: 5987.146484
	Iteration 21Q: 3 clusters Score -2.202518e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 154825 members 
Entering Unmasked Estep 
Score: -22026160.000000 Penalty: 5987.146484
	Iteration 22Q: 3 clusters Score -2.202616e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 156992 members 
Entering Unmasked Estep 
Score: -22027168.000000 Penalty: 5987.146484
	Iteration 23Q: 3 clusters Score -2.202717e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 158949 members 
Entering Unmasked Estep 
Score: -22027978.000000 Penalty: 5987.146484
	Iteration 24Q: 3 clusters Score -2.202798e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 160764 members 
Entering Unmasked Estep 
Score: -22028772.000000 Penalty: 5987.146484
	Iteration 25Q: 3 clusters Score -2.202877e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 162361 members 
Entering Unmasked Estep 
Score: -22029532.000000 Penalty: 5987.146484
	Iteration 26Q: 3 clusters Score -2.202953e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 163804 members 
Entering Unmasked Estep 
Score: -22030046.000000 Penalty: 5987.146484
	Iteration 27Q: 3 clusters Score -2.203005e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 165015 members 
Entering Unmasked Estep 
Score: -22030466.000000 Penalty: 5987.146484
	Iteration 28Q: 3 clusters Score -2.203047e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 166069 members 
Entering Unmasked Estep 
Score: -22030834.000000 Penalty: 5987.146484
	Iteration 29Q: 3 clusters Score -2.203083e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 166976 members 
Entering Unmasked Estep 
Score: -22031108.000000 Penalty: 5987.146484
	Iteration 30Q: 3 clusters Score -2.203111e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 167782 members 
Entering Unmasked Estep 
Score: -22031310.000000 Penalty: 5987.146484
	Iteration 31Q: 3 clusters Score -2.203131e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 168470 members 
Entering Unmasked Estep 
Score: -22031516.000000 Penalty: 5987.146484
	Iteration 32Q: 3 clusters Score -2.203152e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 169023 members 
Entering Unmasked Estep 
Score: -22031670.000000 Penalty: 5987.146484
	Iteration 33Q: 3 clusters Score -2.203167e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 169482 members 
Entering Unmasked Estep 
Score: -22031752.000000 Penalty: 5987.146484
	Iteration 34Q: 3 clusters Score -2.203175e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 169864 members 
Entering Unmasked Estep 
Score: -22031832.000000 Penalty: 5987.146484
	Iteration 35Q: 3 clusters Score -2.203183e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 170195 members 
Entering Unmasked Estep 
Score: -22031876.000000 Penalty: 5987.146484
	Iteration 36Q: 3 clusters Score -2.203188e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 170462 members 
Entering Unmasked Estep 
Score: -22031910.000000 Penalty: 5987.146484
	Iteration 37Q: 3 clusters Score -2.203191e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 170717 members 
Entering Unmasked Estep 
Score: -22031982.000000 Penalty: 5987.146484
	Iteration 38Q: 3 clusters Score -2.203198e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 170938 members 
Entering Unmasked Estep 
Score: -22031986.000000 Penalty: 5987.146484
	Iteration 39Q: 3 clusters Score -2.203199e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 171129 members 
Entering Unmasked Estep 
Score: -22031982.000000 Penalty: 5987.146484
	Iteration 40F: 3 clusters Score -2.203198e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 171292 members 
Entering Unmasked Estep 
Score: -22032002.000000 Penalty: 5987.146484
	Iteration 41Q: 3 clusters Score -2.2032e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 171436 members 
Entering Unmasked Estep 
Score: -22032012.000000 Penalty: 5987.146484
	Iteration 42Q: 3 clusters Score -2.203201e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 171543 members 
Entering Unmasked Estep 
Score: -22031964.000000 Penalty: 5987.146484
	Iteration 43Q: 3 clusters Score -2.203196e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 171651 members 
Entering Unmasked Estep 
Score: -22031940.000000 Penalty: 5987.146484
	Iteration 44Q: 3 clusters Score -2.203194e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 171739 members 
Entering Unmasked Estep 
Score: -22031950.000000 Penalty: 5987.146484
	Iteration 45Q: 3 clusters Score -2.203195e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 171812 members 
Entering Unmasked Estep 
Score: -22031968.000000 Penalty: 5987.146484
	Iteration 46Q: 3 clusters Score -2.203197e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 171877 members 
Entering Unmasked Estep 
Score: -22032024.000000 Penalty: 5987.146484
	Iteration 47Q: 3 clusters Score -2.203202e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 171948 members 
Entering Unmasked Estep 
Score: -22032024.000000 Penalty: 5987.146484
	Iteration 48Q: 3 clusters Score -2.203202e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 172007 members 
Entering Unmasked Estep 
Score: -22032042.000000 Penalty: 5987.146484
	Iteration 49Q: 3 clusters Score -2.203204e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 172058 members 
Entering Unmasked Estep 
Score: -22032006.000000 Penalty: 5987.146484
	Iteration 50Q: 3 clusters Score -2.203201e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 172104 members 
Entering Unmasked Estep 
Score: -22032024.000000 Penalty: 5987.146484
	Iteration 51Q: 3 clusters Score -2.203202e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 172143 members 
Entering Unmasked Estep 
Score: -22031982.000000 Penalty: 5987.146484
	Iteration 52Q: 3 clusters Score -2.203198e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 172174 members 
Entering Unmasked Estep 
Score: -22031974.000000 Penalty: 5987.146484
	Iteration 53Q: 3 clusters Score -2.203197e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 172208 members 
Entering Unmasked Estep 
Score: -22031960.000000 Penalty: 5987.146484
	Iteration 54Q: 3 clusters Score -2.203196e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 172236 members 
Entering Unmasked Estep 
Score: -22031956.000000 Penalty: 5987.146484
	Iteration 55Q: 3 clusters Score -2.203196e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 172262 members 
Entering Unmasked Estep 
Score: -22031952.000000 Penalty: 5987.146484
	Iteration 56Q: 3 clusters Score -2.203195e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 172277 members 
Entering Unmasked Estep 
Score: -22031956.000000 Penalty: 5987.146484
	Iteration 57Q: 3 clusters Score -2.203196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 172293 members 
Entering Unmasked Estep 
Score: -22031968.000000 Penalty: 5987.146484
	Iteration 58Q: 3 clusters Score -2.203197e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 172315 members 
Entering Unmasked Estep 
Score: -22031982.000000 Penalty: 5987.146484
	Iteration 59Q: 3 clusters Score -2.203198e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 172338 members 
Entering Unmasked Estep 
Score: -22031994.000000 Penalty: 5987.146484
	Iteration 60F: 3 clusters Score -2.203199e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 172364 members 
Entering Unmasked Estep 
Score: -22032006.000000 Penalty: 5987.146484
	Iteration 61Q: 3 clusters Score -2.203201e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 172389 members 
Entering Unmasked Estep 
Score: -22032026.000000 Penalty: 5987.146484
	Iteration 62Q: 3 clusters Score -2.203203e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 172406 members 
Entering Unmasked Estep 
Score: -22032038.000000 Penalty: 5987.146484
	Iteration 63Q: 3 clusters Score -2.203204e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 172433 members 
Entering Unmasked Estep 
Score: -22032026.000000 Penalty: 5987.146484
	Iteration 64Q: 3 clusters Score -2.203203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 172455 members 
Entering Unmasked Estep 
Score: -22032034.000000 Penalty: 5987.146484
	Iteration 65Q: 3 clusters Score -2.203203e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 172473 members 
Entering Unmasked Estep 
Score: -22032056.000000 Penalty: 5987.146484
	Iteration 66Q: 3 clusters Score -2.203206e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 172490 members 
Entering Unmasked Estep 
Score: -22032064.000000 Penalty: 5987.146484
	Iteration 67Q: 3 clusters Score -2.203206e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 172509 members 
Entering Unmasked Estep 
Score: -22032074.000000 Penalty: 5987.146484
	Iteration 68Q: 3 clusters Score -2.203207e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 172526 members 
Entering Unmasked Estep 
Score: -22032070.000000 Penalty: 5987.146484
	Iteration 69Q: 3 clusters Score -2.203207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 172538 members 
Entering Unmasked Estep 
Score: -22032070.000000 Penalty: 5987.146484
	Iteration 70Q: 3 clusters Score -2.203207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 172550 members 
Entering Unmasked Estep 
Score: -22032082.000000 Penalty: 5987.146484
	Iteration 71Q: 3 clusters Score -2.203208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 172560 members 
Entering Unmasked Estep 
Score: -22032086.000000 Penalty: 5987.146484
	Iteration 72Q: 3 clusters Score -2.203209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 172570 members 
Entering Unmasked Estep 
Score: -22032088.000000 Penalty: 5987.146484
	Iteration 73Q: 3 clusters Score -2.203209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 172582 members 
Entering Unmasked Estep 
Score: -22032062.000000 Penalty: 5987.146484
	Iteration 74Q: 3 clusters Score -2.203206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 172591 members 
Entering Unmasked Estep 
Score: -22032074.000000 Penalty: 5987.146484
	Iteration 75Q: 3 clusters Score -2.203207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 172602 members 
Entering Unmasked Estep 
Score: -22032062.000000 Penalty: 5987.146484
	Iteration 76Q: 3 clusters Score -2.203206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 172607 members 
Entering Unmasked Estep 
Score: -22032052.000000 Penalty: 5987.146484
	Iteration 77Q: 3 clusters Score -2.203205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 172612 members 
Entering Unmasked Estep 
Score: -22032062.000000 Penalty: 5987.146484
	Iteration 78Q: 3 clusters Score -2.203206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 172620 members 
Entering Unmasked Estep 
Score: -22032058.000000 Penalty: 5987.146484
	Iteration 79Q: 3 clusters Score -2.203206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 172626 members 
Entering Unmasked Estep 
Score: -22032052.000000 Penalty: 5987.146484
	Iteration 80F: 3 clusters Score -2.203205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 172629 members 
Entering Unmasked Estep 
Score: -22032044.000000 Penalty: 5987.146484
	Iteration 81Q: 3 clusters Score -2.203204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 172631 members 
Entering Unmasked Estep 
Score: -22032044.000000 Penalty: 5987.146484
	Iteration 82Q: 3 clusters Score -2.203204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 172633 members 
Entering Unmasked Estep 
Score: -22032048.000000 Penalty: 5987.146484
	Iteration 83Q: 3 clusters Score -2.203205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 172634 members 
Entering Unmasked Estep 
Score: -22032048.000000 Penalty: 5987.146484
	Iteration 84Q: 3 clusters Score -2.203205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 172635 members 
Entering Unmasked Estep 
Score: -22032062.000000 Penalty: 5987.146484
	Iteration 85Q: 3 clusters Score -2.203206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 172637 members 
Entering Unmasked Estep 
Score: -22032048.000000 Penalty: 5987.146484
	Iteration 86Q: 3 clusters Score -2.203205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 172640 members 
Entering Unmasked Estep 
Score: -22032062.000000 Penalty: 5987.146484
	Iteration 87Q: 3 clusters Score -2.203206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 172643 members 
Entering Unmasked Estep 
Score: -22032050.000000 Penalty: 5987.146484
	Iteration 88Q: 3 clusters Score -2.203205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 172649 members 
Entering Unmasked Estep 
Score: -22032032.000000 Penalty: 5987.146484
	Iteration 89Q: 3 clusters Score -2.203203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 172651 members 
Entering Unmasked Estep 
Score: -22032050.000000 Penalty: 5987.146484
	Iteration 90Q: 3 clusters Score -2.203205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 172655 members 
Entering Unmasked Estep 
Score: -22032052.000000 Penalty: 5987.146484
	Iteration 91Q: 3 clusters Score -2.203205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 172662 members 
Entering Unmasked Estep 
Score: -22032046.000000 Penalty: 5987.146484
	Iteration 92Q: 3 clusters Score -2.203205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 172668 members 
Entering Unmasked Estep 
Score: -22032038.000000 Penalty: 5987.146484
	Iteration 93Q: 3 clusters Score -2.203204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 172676 members 
Entering Unmasked Estep 
Score: -22032052.000000 Penalty: 5987.146484
	Iteration 94Q: 3 clusters Score -2.203205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 172683 members 
Entering Unmasked Estep 
Score: -22032052.000000 Penalty: 5987.146484
	Iteration 95Q: 3 clusters Score -2.203205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 172692 members 
Entering Unmasked Estep 
Score: -22032058.000000 Penalty: 5987.146484
	Iteration 96Q: 3 clusters Score -2.203206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 172697 members 
Entering Unmasked Estep 
Score: -22032042.000000 Penalty: 5987.146484
	Iteration 97Q: 3 clusters Score -2.203204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 172703 members 
Entering Unmasked Estep 
Score: -22032036.000000 Penalty: 5987.146484
	Iteration 98Q: 3 clusters Score -2.203204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 172712 members 
Entering Unmasked Estep 
Score: -22032064.000000 Penalty: 5987.146484
	Iteration 99Q: 3 clusters Score -2.203206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 172716 members 
Entering Unmasked Estep 
Score: -22032036.000000 Penalty: 5987.146484
	Iteration 100F: 3 clusters Score -2.203204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 172721 members 
Entering Unmasked Estep 
Score: -22032030.000000 Penalty: 5987.146484
	Iteration 101Q: 3 clusters Score -2.203203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 172724 members 
Entering Unmasked Estep 
Score: -22032030.000000 Penalty: 5987.146484
	Iteration 102Q: 3 clusters Score -2.203203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 172729 members 
Entering Unmasked Estep 
Score: -22032032.000000 Penalty: 5987.146484
	Iteration 103Q: 3 clusters Score -2.203203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 172729 members 
Entering Unmasked Estep 
Score: -22032038.000000 Penalty: 5987.146484
	Iteration 104Q: 3 clusters Score -2.203204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 172732 members 
Entering Unmasked Estep 
Score: -22032048.000000 Penalty: 5987.146484
	Iteration 105Q: 3 clusters Score -2.203205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 172736 members 
Entering Unmasked Estep 
Score: -22032038.000000 Penalty: 5987.146484
	Iteration 106Q: 3 clusters Score -2.203204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 172738 members 
Entering Unmasked Estep 
Score: -22032044.000000 Penalty: 5987.146484
	Iteration 107Q: 3 clusters Score -2.203204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 172742 members 
Entering Unmasked Estep 
Score: -22032042.000000 Penalty: 5987.146484
	Iteration 108Q: 3 clusters Score -2.203204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 172744 members 
Entering Unmasked Estep 
Score: -22032038.000000 Penalty: 5987.146484
	Iteration 109Q: 3 clusters Score -2.203204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 172745 members 
Entering Unmasked Estep 
Score: -22032038.000000 Penalty: 5987.146484
	Iteration 110Q: 3 clusters Score -2.203204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 172746 members 
Entering Unmasked Estep 
Score: -22032032.000000 Penalty: 5987.146484
	Iteration 111Q: 3 clusters Score -2.203203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 172749 members 
Entering Unmasked Estep 
Score: -22032034.000000 Penalty: 5987.146484
	Iteration 112Q: 3 clusters Score -2.203203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 172750 members 
Entering Unmasked Estep 
Score: -22032050.000000 Penalty: 5987.146484
	Iteration 113Q: 3 clusters Score -2.203205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 172750 members 
Entering Unmasked Estep 
Score: -22032040.000000 Penalty: 5987.146484
	Iteration 114Q: 3 clusters Score -2.203204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 172750 members 
Entering Unmasked Estep 
Score: -22032040.000000 Penalty: 5987.146484
	Iteration 115F: 3 clusters Score -2.203204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -68433.250000 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -68433.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66767.468750 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -66767.47 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67052.679688 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -67052.68 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67306.484375 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -67306.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67547.476562 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -67547.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67792.750000 Penalty: 3232.031738
	Iteration 4F: 3 clusters Score -67792.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67908.890625 Penalty: 3232.031738
	Iteration 5F: 3 clusters Score -67908.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -68100.757812 Penalty: 3232.031738
	Iteration 6F: 3 clusters Score -68100.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -68318.804688 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -68318.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -68534.414062 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -68534.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -68824.718750 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -68824.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -68885.906250 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -68885.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -68936.523438 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -68936.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -68970.304688 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -68970.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -69034.351562 Penalty: 3232.031738
	Iteration 13Q: 3 clusters Score -69034.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69079.562500 Penalty: 3232.031738
	Iteration 14Q: 3 clusters Score -69079.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -69131.664062 Penalty: 3232.031738
	Iteration 15Q: 3 clusters Score -69131.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -69193.203125 Penalty: 3232.031738
	Iteration 16Q: 3 clusters Score -69193.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -69222.773438 Penalty: 3232.031738
	Iteration 17Q: 3 clusters Score -69222.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -69234.000000 Penalty: 3232.031738
	Iteration 18Q: 3 clusters Score -69234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -69250.992188 Penalty: 3232.031738
	Iteration 19Q: 3 clusters Score -69250.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -69286.851562 Penalty: 3232.031738
	Iteration 20F: 3 clusters Score -69286.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -69363.453125 Penalty: 3232.031738
	Iteration 21Q: 3 clusters Score -69363.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -69370.617188 Penalty: 3232.031738
	Iteration 22Q: 3 clusters Score -69370.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69381.710938 Penalty: 3232.031738
	Iteration 23Q: 3 clusters Score -69381.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -69385.617188 Penalty: 3232.031738
	Iteration 24Q: 3 clusters Score -69385.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69403.710938 Penalty: 3232.031738
	Iteration 25Q: 3 clusters Score -69403.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -69410.281250 Penalty: 3232.031738
	Iteration 26Q: 3 clusters Score -69410.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69416.976562 Penalty: 3232.031738
	Iteration 27Q: 3 clusters Score -69416.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69421.375000 Penalty: 3232.031738
	Iteration 28Q: 3 clusters Score -69421.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -69424.601562 Penalty: 3232.031738
	Iteration 29Q: 3 clusters Score -69424.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -69437.671875 Penalty: 3232.031738
	Iteration 30F: 3 clusters Score -69437.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69572.609375 Penalty: 3232.031738
	Iteration 31Q: 3 clusters Score -69572.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69594.093750 Penalty: 3232.031738
	Iteration 32Q: 3 clusters Score -69594.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69607.648438 Penalty: 3232.031738
	Iteration 33Q: 3 clusters Score -69607.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69618.859375 Penalty: 3232.031738
	Iteration 34Q: 3 clusters Score -69618.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69623.703125 Penalty: 3232.031738
	Iteration 35Q: 3 clusters Score -69623.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69634.523438 Penalty: 3232.031738
	Iteration 36Q: 3 clusters Score -69634.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69639.992188 Penalty: 3232.031738
	Iteration 37Q: 3 clusters Score -69639.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69644.164062 Penalty: 3232.031738
	Iteration 38F: 3 clusters Score -69644.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69649.750000 Penalty: 3232.031738
	Iteration 39Q: 3 clusters Score -69649.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69649.750000 Penalty: 3232.031738
	Iteration 40F: 3 clusters Score -69649.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170705 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311346 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174706 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104898 members 
Mstep: Class 14 contains 39497 members 
Mstep: Class 15 contains 45724 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 18 contains 359 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31345 members 
Entering Unmasked Estep 
Score: -119284096.000000 Penalty: 71765.531250
Splitting cluster 9 changes total score from -119284672.000000 to -119284096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -591272.000000 Penalty: 2108.616455
	Iteration 0F: 2 clusters Score -591272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -586814.687500 Penalty: 4217.232910
	Iteration 0F: 3 clusters Score -586814.7 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -587892.187500 Penalty: 4217.232910
	Iteration 1F: 3 clusters Score -587892.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -588146.125000 Penalty: 4217.232910
	Iteration 2F: 3 clusters Score -588146.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -588342.687500 Penalty: 4217.232910
	Iteration 3F: 3 clusters Score -588342.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -588502.000000 Penalty: 4217.232910
	Iteration 4F: 3 clusters Score -588502 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -588687.937500 Penalty: 4217.232910
	Iteration 5Q: 3 clusters Score -588687.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -588869.062500 Penalty: 4217.232910
	Iteration 6Q: 3 clusters Score -588869.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -589052.187500 Penalty: 4217.232910
	Iteration 7Q: 3 clusters Score -589052.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -589255.437500 Penalty: 4217.232910
	Iteration 8Q: 3 clusters Score -589255.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -589431.500000 Penalty: 4217.232910
	Iteration 9Q: 3 clusters Score -589431.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -589560.062500 Penalty: 4217.232910
	Iteration 10Q: 3 clusters Score -589560.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -589661.375000 Penalty: 4217.232910
	Iteration 11Q: 3 clusters Score -589661.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -589737.437500 Penalty: 4217.232910
	Iteration 12Q: 3 clusters Score -589737.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -589794.937500 Penalty: 4217.232910
	Iteration 13Q: 3 clusters Score -589794.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -589839.750000 Penalty: 4217.232910
	Iteration 14Q: 3 clusters Score -589839.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -589867.687500 Penalty: 4217.232910
	Iteration 15Q: 3 clusters Score -589867.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -589885.187500 Penalty: 4217.232910
	Iteration 16Q: 3 clusters Score -589885.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -589898.812500 Penalty: 4217.232910
	Iteration 17Q: 3 clusters Score -589898.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -589908.500000 Penalty: 4217.232910
	Iteration 18Q: 3 clusters Score -589908.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -589915.375000 Penalty: 4217.232910
	Iteration 19Q: 3 clusters Score -589915.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -589923.312500 Penalty: 4217.232910
	Iteration 20F: 3 clusters Score -589923.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -589932.562500 Penalty: 4217.232910
	Iteration 21Q: 3 clusters Score -589932.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -589941.187500 Penalty: 4217.232910
	Iteration 22Q: 3 clusters Score -589941.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -589945.875000 Penalty: 4217.232910
	Iteration 23Q: 3 clusters Score -589945.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -589950.687500 Penalty: 4217.232910
	Iteration 24Q: 3 clusters Score -589950.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -589953.750000 Penalty: 4217.232910
	Iteration 25Q: 3 clusters Score -589953.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -589954.937500 Penalty: 4217.232910
	Iteration 26Q: 3 clusters Score -589954.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -589954.937500 Penalty: 4217.232910
	Iteration 27F: 3 clusters Score -589954.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -34647.453125 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -34647.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33365.152344 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -33365.15 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33570.195312 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -33570.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33636.851562 Penalty: 2913.965820
	Iteration 2F: 3 clusters Score -33636.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33690.839844 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -33690.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33723.382812 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -33723.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33736.003906 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -33736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33753.492188 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -33753.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33762.000000 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -33762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33779.796875 Penalty: 2913.965820
	Iteration 8Q: 3 clusters Score -33779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33789.316406 Penalty: 2913.965820
	Iteration 9Q: 3 clusters Score -33789.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33789.316406 Penalty: 2913.965820
	Iteration 10F: 3 clusters Score -33789.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -27114.908203 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -27114.91 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 150 members 
Entering Unmasked Estep 
Score: -25923.351562 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -25923.35 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26107.335938 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -26107.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26231.933594 Penalty: 2822.418457
	Iteration 2F: 3 clusters Score -26231.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26310.529297 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -26310.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26362.759766 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -26362.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26457.000000 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -26457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26465.376953 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -26465.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26474.570312 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -26474.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26483.865234 Penalty: 2822.418457
	Iteration 8Q: 3 clusters Score -26483.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26503.722656 Penalty: 2822.418457
	Iteration 9Q: 3 clusters Score -26503.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26526.259766 Penalty: 2822.418457
	Iteration 10Q: 3 clusters Score -26526.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26532.890625 Penalty: 2822.418457
	Iteration 11Q: 3 clusters Score -26532.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26532.890625 Penalty: 2822.418457
	Iteration 12F: 3 clusters Score -26532.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (104898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104898 members 
Entering Unmasked Estep 
Score: -13276304.000000 Penalty: 2867.064453
	Iteration 0F: 2 clusters Score -1.32763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52314 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -13206109.000000 Penalty: 5734.128906
	Iteration 0F: 3 clusters Score -1.320611e+07 nChanged 49717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51177 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -13235080.000000 Penalty: 5734.128906
	Iteration 1F: 3 clusters Score -1.323508e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 54389 members 
Entering Unmasked Estep 
Score: -13236017.000000 Penalty: 5734.128906
	Iteration 2Q: 3 clusters Score -1.323602e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 55417 members 
Entering Unmasked Estep 
Score: -13236925.000000 Penalty: 5734.128906
	Iteration 3Q: 3 clusters Score -1.323692e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -13238000.000000 Penalty: 5734.128906
	Iteration 4Q: 3 clusters Score -1.3238e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 59075 members 
Entering Unmasked Estep 
Score: -13239465.000000 Penalty: 5734.128906
	Iteration 5Q: 3 clusters Score -1.323946e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 62142 members 
Entering Unmasked Estep 
Score: -13241500.000000 Penalty: 5734.128906
	Iteration 6Q: 3 clusters Score -1.32415e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 66123 members 
Entering Unmasked Estep 
Score: -13244353.000000 Penalty: 5734.128906
	Iteration 7Q: 3 clusters Score -1.324435e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 71187 members 
Entering Unmasked Estep 
Score: -13248370.000000 Penalty: 5734.128906
	Iteration 8F: 3 clusters Score -1.324837e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 76892 members 
Entering Unmasked Estep 
Score: -13253269.000000 Penalty: 5734.128906
	Iteration 9F: 3 clusters Score -1.325327e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 82455 members 
Entering Unmasked Estep 
Score: -13258167.000000 Penalty: 5734.128906
	Iteration 10F: 3 clusters Score -1.325817e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 87165 members 
Entering Unmasked Estep 
Score: -13262015.000000 Penalty: 5734.128906
	Iteration 11Q: 3 clusters Score -1.326202e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 90901 members 
Entering Unmasked Estep 
Score: -13264923.000000 Penalty: 5734.128906
	Iteration 12Q: 3 clusters Score -1.326492e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 93907 members 
Entering Unmasked Estep 
Score: -13267188.000000 Penalty: 5734.128906
	Iteration 13Q: 3 clusters Score -1.326719e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 96289 members 
Entering Unmasked Estep 
Score: -13269025.000000 Penalty: 5734.128906
	Iteration 14Q: 3 clusters Score -1.326902e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 98105 members 
Entering Unmasked Estep 
Score: -13270544.000000 Penalty: 5734.128906
	Iteration 15Q: 3 clusters Score -1.327054e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 99495 members 
Entering Unmasked Estep 
Score: -13271690.000000 Penalty: 5734.128906
	Iteration 16Q: 3 clusters Score -1.327169e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 100489 members 
Entering Unmasked Estep 
Score: -13272363.000000 Penalty: 5734.128906
	Iteration 17Q: 3 clusters Score -1.327236e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 101165 members 
Entering Unmasked Estep 
Score: -13272797.000000 Penalty: 5734.128906
	Iteration 18Q: 3 clusters Score -1.32728e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 101660 members 
Entering Unmasked Estep 
Score: -13273070.000000 Penalty: 5734.128906
	Iteration 19Q: 3 clusters Score -1.327307e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 102030 members 
Entering Unmasked Estep 
Score: -13273256.000000 Penalty: 5734.128906
	Iteration 20F: 3 clusters Score -1.327326e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 102301 members 
Entering Unmasked Estep 
Score: -13273394.000000 Penalty: 5734.128906
	Iteration 21Q: 3 clusters Score -1.327339e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 102514 members 
Entering Unmasked Estep 
Score: -13273466.000000 Penalty: 5734.128906
	Iteration 22Q: 3 clusters Score -1.327347e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 102690 members 
Entering Unmasked Estep 
Score: -13273533.000000 Penalty: 5734.128906
	Iteration 23Q: 3 clusters Score -1.327353e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 102829 members 
Entering Unmasked Estep 
Score: -13273581.000000 Penalty: 5734.128906
	Iteration 24Q: 3 clusters Score -1.327358e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 102938 members 
Entering Unmasked Estep 
Score: -13273610.000000 Penalty: 5734.128906
	Iteration 25Q: 3 clusters Score -1.327361e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 103011 members 
Entering Unmasked Estep 
Score: -13273618.000000 Penalty: 5734.128906
	Iteration 26Q: 3 clusters Score -1.327362e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 103072 members 
Entering Unmasked Estep 
Score: -13273649.000000 Penalty: 5734.128906
	Iteration 27Q: 3 clusters Score -1.327365e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 103121 members 
Entering Unmasked Estep 
Score: -13273661.000000 Penalty: 5734.128906
	Iteration 28Q: 3 clusters Score -1.327366e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 103161 members 
Entering Unmasked Estep 
Score: -13273682.000000 Penalty: 5734.128906
	Iteration 29Q: 3 clusters Score -1.327368e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 103203 members 
Entering Unmasked Estep 
Score: -13273688.000000 Penalty: 5734.128906
	Iteration 30Q: 3 clusters Score -1.327369e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 103246 members 
Entering Unmasked Estep 
Score: -13273706.000000 Penalty: 5734.128906
	Iteration 31Q: 3 clusters Score -1.327371e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 103296 members 
Entering Unmasked Estep 
Score: -13273709.000000 Penalty: 5734.128906
	Iteration 32Q: 3 clusters Score -1.327371e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 103334 members 
Entering Unmasked Estep 
Score: -13273735.000000 Penalty: 5734.128906
	Iteration 33Q: 3 clusters Score -1.327374e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 103366 members 
Entering Unmasked Estep 
Score: -13273727.000000 Penalty: 5734.128906
	Iteration 34Q: 3 clusters Score -1.327373e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 103394 members 
Entering Unmasked Estep 
Score: -13273720.000000 Penalty: 5734.128906
	Iteration 35Q: 3 clusters Score -1.327372e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 103420 members 
Entering Unmasked Estep 
Score: -13273734.000000 Penalty: 5734.128906
	Iteration 36Q: 3 clusters Score -1.327373e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 103446 members 
Entering Unmasked Estep 
Score: -13273754.000000 Penalty: 5734.128906
	Iteration 37Q: 3 clusters Score -1.327375e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 103461 members 
Entering Unmasked Estep 
Score: -13273749.000000 Penalty: 5734.128906
	Iteration 38Q: 3 clusters Score -1.327375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 103469 members 
Entering Unmasked Estep 
Score: -13273745.000000 Penalty: 5734.128906
	Iteration 39Q: 3 clusters Score -1.327374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 103477 members 
Entering Unmasked Estep 
Score: -13273756.000000 Penalty: 5734.128906
	Iteration 40F: 3 clusters Score -1.327376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -13273768.000000 Penalty: 5734.128906
	Iteration 41Q: 3 clusters Score -1.327377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 103484 members 
Entering Unmasked Estep 
Score: -13273768.000000 Penalty: 5734.128906
	Iteration 42Q: 3 clusters Score -1.327377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 103493 members 
Entering Unmasked Estep 
Score: -13273768.000000 Penalty: 5734.128906
	Iteration 43Q: 3 clusters Score -1.327377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 103499 members 
Entering Unmasked Estep 
Score: -13273765.000000 Penalty: 5734.128906
	Iteration 44Q: 3 clusters Score -1.327376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 103503 members 
Entering Unmasked Estep 
Score: -13273763.000000 Penalty: 5734.128906
	Iteration 45Q: 3 clusters Score -1.327376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 103503 members 
Entering Unmasked Estep 
Score: -13273756.000000 Penalty: 5734.128906
	Iteration 46Q: 3 clusters Score -1.327376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -13273753.000000 Penalty: 5734.128906
	Iteration 47Q: 3 clusters Score -1.327375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 103513 members 
Entering Unmasked Estep 
Score: -13273768.000000 Penalty: 5734.128906
	Iteration 48Q: 3 clusters Score -1.327377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 103519 members 
Entering Unmasked Estep 
Score: -13273762.000000 Penalty: 5734.128906
	Iteration 49Q: 3 clusters Score -1.327376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 103523 members 
Entering Unmasked Estep 
Score: -13273763.000000 Penalty: 5734.128906
	Iteration 50Q: 3 clusters Score -1.327376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 103526 members 
Entering Unmasked Estep 
Score: -13273753.000000 Penalty: 5734.128906
	Iteration 51Q: 3 clusters Score -1.327375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 103529 members 
Entering Unmasked Estep 
Score: -13273750.000000 Penalty: 5734.128906
	Iteration 52Q: 3 clusters Score -1.327375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 103531 members 
Entering Unmasked Estep 
Score: -13273750.000000 Penalty: 5734.128906
	Iteration 53Q: 3 clusters Score -1.327375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 103533 members 
Entering Unmasked Estep 
Score: -13273742.000000 Penalty: 5734.128906
	Iteration 54Q: 3 clusters Score -1.327374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 103535 members 
Entering Unmasked Estep 
Score: -13273756.000000 Penalty: 5734.128906
	Iteration 55Q: 3 clusters Score -1.327376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 103536 members 
Entering Unmasked Estep 
Score: -13273759.000000 Penalty: 5734.128906
	Iteration 56Q: 3 clusters Score -1.327376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 103536 members 
Entering Unmasked Estep 
Score: -13273759.000000 Penalty: 5734.128906
	Iteration 57F: 3 clusters Score -1.327376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Entering Unmasked Estep 
Score: -5030166.000000 Penalty: 2624.826904
	Iteration 0F: 2 clusters Score -5030166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -5003313.500000 Penalty: 5249.653809
	Iteration 0F: 3 clusters Score -5003314 nChanged 17997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -5013228.000000 Penalty: 5249.653809
	Iteration 1F: 3 clusters Score -5013228 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -5013845.000000 Penalty: 5249.653809
	Iteration 2Q: 3 clusters Score -5013845 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -5014535.500000 Penalty: 5249.653809
	Iteration 3Q: 3 clusters Score -5014536 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -5015271.000000 Penalty: 5249.653809
	Iteration 4Q: 3 clusters Score -5015271 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -5016127.500000 Penalty: 5249.653809
	Iteration 5Q: 3 clusters Score -5016128 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -5017011.000000 Penalty: 5249.653809
	Iteration 6Q: 3 clusters Score -5017011 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -5017997.500000 Penalty: 5249.653809
	Iteration 7Q: 3 clusters Score -5017998 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -5019142.000000 Penalty: 5249.653809
	Iteration 8F: 3 clusters Score -5019142 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -5020652.000000 Penalty: 5249.653809
	Iteration 9F: 3 clusters Score -5020652 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -5022392.000000 Penalty: 5249.653809
	Iteration 10F: 3 clusters Score -5022392 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -5023871.500000 Penalty: 5249.653809
	Iteration 11F: 3 clusters Score -5023872 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -5024729.000000 Penalty: 5249.653809
	Iteration 12Q: 3 clusters Score -5024729 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -5025186.000000 Penalty: 5249.653809
	Iteration 13Q: 3 clusters Score -5025186 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -5025452.500000 Penalty: 5249.653809
	Iteration 14Q: 3 clusters Score -5025452 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -5025618.500000 Penalty: 5249.653809
	Iteration 15Q: 3 clusters Score -5025618 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -5025776.500000 Penalty: 5249.653809
	Iteration 16Q: 3 clusters Score -5025776 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -5025936.500000 Penalty: 5249.653809
	Iteration 17Q: 3 clusters Score -5025936 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -5026030.500000 Penalty: 5249.653809
	Iteration 18Q: 3 clusters Score -5026030 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -5026172.500000 Penalty: 5249.653809
	Iteration 19Q: 3 clusters Score -5026172 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -5026279.500000 Penalty: 5249.653809
	Iteration 20F: 3 clusters Score -5026280 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -5026399.500000 Penalty: 5249.653809
	Iteration 21Q: 3 clusters Score -5026400 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -5026541.500000 Penalty: 5249.653809
	Iteration 22Q: 3 clusters Score -5026542 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -5026667.000000 Penalty: 5249.653809
	Iteration 23Q: 3 clusters Score -5026667 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -5026785.000000 Penalty: 5249.653809
	Iteration 24Q: 3 clusters Score -5026785 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -5026869.500000 Penalty: 5249.653809
	Iteration 25Q: 3 clusters Score -5026870 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -5026948.500000 Penalty: 5249.653809
	Iteration 26Q: 3 clusters Score -5026948 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -5027033.500000 Penalty: 5249.653809
	Iteration 27Q: 3 clusters Score -5027034 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -5027136.500000 Penalty: 5249.653809
	Iteration 28Q: 3 clusters Score -5027136 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -5027249.500000 Penalty: 5249.653809
	Iteration 29Q: 3 clusters Score -5027250 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -5027346.000000 Penalty: 5249.653809
	Iteration 30Q: 3 clusters Score -5027346 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -5027415.500000 Penalty: 5249.653809
	Iteration 31Q: 3 clusters Score -5027416 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -5027514.000000 Penalty: 5249.653809
	Iteration 32Q: 3 clusters Score -5027514 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -5027590.000000 Penalty: 5249.653809
	Iteration 33Q: 3 clusters Score -5027590 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -5027654.500000 Penalty: 5249.653809
	Iteration 34Q: 3 clusters Score -5027654 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -5027725.500000 Penalty: 5249.653809
	Iteration 35Q: 3 clusters Score -5027726 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -5027782.500000 Penalty: 5249.653809
	Iteration 36Q: 3 clusters Score -5027782 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -5027860.000000 Penalty: 5249.653809
	Iteration 37Q: 3 clusters Score -5027860 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -5027917.000000 Penalty: 5249.653809
	Iteration 38Q: 3 clusters Score -5027917 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -5027980.000000 Penalty: 5249.653809
	Iteration 39Q: 3 clusters Score -5027980 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -5028001.000000 Penalty: 5249.653809
	Iteration 40F: 3 clusters Score -5028001 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -5028041.500000 Penalty: 5249.653809
	Iteration 41Q: 3 clusters Score -5028042 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5028063.000000 Penalty: 5249.653809
	Iteration 42Q: 3 clusters Score -5028063 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -5028074.500000 Penalty: 5249.653809
	Iteration 43Q: 3 clusters Score -5028074 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -5028095.000000 Penalty: 5249.653809
	Iteration 44Q: 3 clusters Score -5028095 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -5028114.500000 Penalty: 5249.653809
	Iteration 45Q: 3 clusters Score -5028114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5028126.500000 Penalty: 5249.653809
	Iteration 46Q: 3 clusters Score -5028126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5028136.500000 Penalty: 5249.653809
	Iteration 47Q: 3 clusters Score -5028136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -5028151.000000 Penalty: 5249.653809
	Iteration 48Q: 3 clusters Score -5028151 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5028162.500000 Penalty: 5249.653809
	Iteration 49Q: 3 clusters Score -5028162 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5028175.500000 Penalty: 5249.653809
	Iteration 50Q: 3 clusters Score -5028176 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -5028185.000000 Penalty: 5249.653809
	Iteration 51Q: 3 clusters Score -5028185 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5028200.000000 Penalty: 5249.653809
	Iteration 52Q: 3 clusters Score -5028200 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5028204.500000 Penalty: 5249.653809
	Iteration 53Q: 3 clusters Score -5028204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5028219.000000 Penalty: 5249.653809
	Iteration 54Q: 3 clusters Score -5028219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5028225.000000 Penalty: 5249.653809
	Iteration 55Q: 3 clusters Score -5028225 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5028231.500000 Penalty: 5249.653809
	Iteration 56Q: 3 clusters Score -5028232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5028220.500000 Penalty: 5249.653809
	Iteration 57Q: 3 clusters Score -5028220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5028225.500000 Penalty: 5249.653809
	Iteration 58Q: 3 clusters Score -5028226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5028226.500000 Penalty: 5249.653809
	Iteration 59Q: 3 clusters Score -5028226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5028231.000000 Penalty: 5249.653809
	Iteration 60F: 3 clusters Score -5028231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5028226.000000 Penalty: 5249.653809
	Iteration 61Q: 3 clusters Score -5028226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5028232.500000 Penalty: 5249.653809
	Iteration 62Q: 3 clusters Score -5028232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5028232.000000 Penalty: 5249.653809
	Iteration 63Q: 3 clusters Score -5028232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5028242.500000 Penalty: 5249.653809
	Iteration 64Q: 3 clusters Score -5028242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5028242.500000 Penalty: 5249.653809
	Iteration 65Q: 3 clusters Score -5028242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5028246.500000 Penalty: 5249.653809
	Iteration 66Q: 3 clusters Score -5028246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5028255.000000 Penalty: 5249.653809
	Iteration 67Q: 3 clusters Score -5028255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5028259.000000 Penalty: 5249.653809
	Iteration 68Q: 3 clusters Score -5028259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -5028265.500000 Penalty: 5249.653809
	Iteration 69Q: 3 clusters Score -5028266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5028260.500000 Penalty: 5249.653809
	Iteration 70Q: 3 clusters Score -5028260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5028264.500000 Penalty: 5249.653809
	Iteration 71Q: 3 clusters Score -5028264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5028269.500000 Penalty: 5249.653809
	Iteration 72Q: 3 clusters Score -5028270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -5028271.500000 Penalty: 5249.653809
	Iteration 73Q: 3 clusters Score -5028272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5028278.000000 Penalty: 5249.653809
	Iteration 74Q: 3 clusters Score -5028278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5028288.500000 Penalty: 5249.653809
	Iteration 75Q: 3 clusters Score -5028288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5028270.500000 Penalty: 5249.653809
	Iteration 76Q: 3 clusters Score -5028270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5028270.000000 Penalty: 5249.653809
	Iteration 77Q: 3 clusters Score -5028270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5028270.000000 Penalty: 5249.653809
	Iteration 78Q: 3 clusters Score -5028270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5028273.000000 Penalty: 5249.653809
	Iteration 79Q: 3 clusters Score -5028273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5028266.000000 Penalty: 5249.653809
	Iteration 80F: 3 clusters Score -5028266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5028277.500000 Penalty: 5249.653809
	Iteration 81Q: 3 clusters Score -5028278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5028289.500000 Penalty: 5249.653809
	Iteration 82Q: 3 clusters Score -5028290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5028286.000000 Penalty: 5249.653809
	Iteration 83Q: 3 clusters Score -5028286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5028287.500000 Penalty: 5249.653809
	Iteration 84Q: 3 clusters Score -5028288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5028281.000000 Penalty: 5249.653809
	Iteration 85Q: 3 clusters Score -5028281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5028284.000000 Penalty: 5249.653809
	Iteration 86Q: 3 clusters Score -5028284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5028300.000000 Penalty: 5249.653809
	Iteration 87Q: 3 clusters Score -5028300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5028299.000000 Penalty: 5249.653809
	Iteration 88Q: 3 clusters Score -5028299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5028296.500000 Penalty: 5249.653809
	Iteration 89Q: 3 clusters Score -5028296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5028302.000000 Penalty: 5249.653809
	Iteration 90Q: 3 clusters Score -5028302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5028305.500000 Penalty: 5249.653809
	Iteration 91Q: 3 clusters Score -5028306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5028305.000000 Penalty: 5249.653809
	Iteration 92Q: 3 clusters Score -5028305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -5028309.000000 Penalty: 5249.653809
	Iteration 93Q: 3 clusters Score -5028309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5028299.000000 Penalty: 5249.653809
	Iteration 94Q: 3 clusters Score -5028299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5028299.000000 Penalty: 5249.653809
	Iteration 95F: 3 clusters Score -5028299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Entering Unmasked Estep 
Score: -5814095.500000 Penalty: 2661.133789
	Iteration 0F: 2 clusters Score -5814096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -5783216.000000 Penalty: 5322.267578
	Iteration 0F: 3 clusters Score -5783216 nChanged 21080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -5794894.500000 Penalty: 5322.267578
	Iteration 1F: 3 clusters Score -5794894 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -5795361.000000 Penalty: 5322.267578
	Iteration 2Q: 3 clusters Score -5795361 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -5795729.000000 Penalty: 5322.267578
	Iteration 3Q: 3 clusters Score -5795729 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -5796115.000000 Penalty: 5322.267578
	Iteration 4Q: 3 clusters Score -5796115 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -5796506.000000 Penalty: 5322.267578
	Iteration 5Q: 3 clusters Score -5796506 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -5797050.500000 Penalty: 5322.267578
	Iteration 6Q: 3 clusters Score -5797050 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -5797700.500000 Penalty: 5322.267578
	Iteration 7Q: 3 clusters Score -5797700 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -5798621.500000 Penalty: 5322.267578
	Iteration 8Q: 3 clusters Score -5798622 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -5799891.000000 Penalty: 5322.267578
	Iteration 9Q: 3 clusters Score -5799891 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -5801307.000000 Penalty: 5322.267578
	Iteration 10Q: 3 clusters Score -5801307 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -5802778.500000 Penalty: 5322.267578
	Iteration 11Q: 3 clusters Score -5802778 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -5804248.500000 Penalty: 5322.267578
	Iteration 12Q: 3 clusters Score -5804248 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -5805465.500000 Penalty: 5322.267578
	Iteration 13Q: 3 clusters Score -5805466 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -5806400.500000 Penalty: 5322.267578
	Iteration 14Q: 3 clusters Score -5806400 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -5807161.000000 Penalty: 5322.267578
	Iteration 15Q: 3 clusters Score -5807161 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -5807859.000000 Penalty: 5322.267578
	Iteration 16Q: 3 clusters Score -5807859 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -5808418.500000 Penalty: 5322.267578
	Iteration 17Q: 3 clusters Score -5808418 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -5808924.500000 Penalty: 5322.267578
	Iteration 18Q: 3 clusters Score -5808924 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -5809465.000000 Penalty: 5322.267578
	Iteration 19Q: 3 clusters Score -5809465 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -5809961.500000 Penalty: 5322.267578
	Iteration 20F: 3 clusters Score -5809962 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5810381.500000 Penalty: 5322.267578
	Iteration 21Q: 3 clusters Score -5810382 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5810754.000000 Penalty: 5322.267578
	Iteration 22Q: 3 clusters Score -5810754 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5811029.500000 Penalty: 5322.267578
	Iteration 23Q: 3 clusters Score -5811030 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5811237.000000 Penalty: 5322.267578
	Iteration 24Q: 3 clusters Score -5811237 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5811384.000000 Penalty: 5322.267578
	Iteration 25Q: 3 clusters Score -5811384 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5811479.500000 Penalty: 5322.267578
	Iteration 26Q: 3 clusters Score -5811480 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5811546.500000 Penalty: 5322.267578
	Iteration 27Q: 3 clusters Score -5811546 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5811602.000000 Penalty: 5322.267578
	Iteration 28Q: 3 clusters Score -5811602 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5811656.000000 Penalty: 5322.267578
	Iteration 29Q: 3 clusters Score -5811656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5811687.000000 Penalty: 5322.267578
	Iteration 30Q: 3 clusters Score -5811687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5811702.500000 Penalty: 5322.267578
	Iteration 31Q: 3 clusters Score -5811702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5811728.500000 Penalty: 5322.267578
	Iteration 32Q: 3 clusters Score -5811728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5811739.000000 Penalty: 5322.267578
	Iteration 33Q: 3 clusters Score -5811739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5811755.000000 Penalty: 5322.267578
	Iteration 34Q: 3 clusters Score -5811755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5811760.000000 Penalty: 5322.267578
	Iteration 35Q: 3 clusters Score -5811760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5811763.000000 Penalty: 5322.267578
	Iteration 36Q: 3 clusters Score -5811763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5811784.000000 Penalty: 5322.267578
	Iteration 37Q: 3 clusters Score -5811784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5811799.000000 Penalty: 5322.267578
	Iteration 38Q: 3 clusters Score -5811799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5811808.000000 Penalty: 5322.267578
	Iteration 39Q: 3 clusters Score -5811808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5811812.000000 Penalty: 5322.267578
	Iteration 40F: 3 clusters Score -5811812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5811826.000000 Penalty: 5322.267578
	Iteration 41Q: 3 clusters Score -5811826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5811826.500000 Penalty: 5322.267578
	Iteration 42Q: 3 clusters Score -5811826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5811829.000000 Penalty: 5322.267578
	Iteration 43Q: 3 clusters Score -5811829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5811845.000000 Penalty: 5322.267578
	Iteration 44Q: 3 clusters Score -5811845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5811842.500000 Penalty: 5322.267578
	Iteration 45Q: 3 clusters Score -5811842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5811844.500000 Penalty: 5322.267578
	Iteration 46Q: 3 clusters Score -5811844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5811842.000000 Penalty: 5322.267578
	Iteration 47Q: 3 clusters Score -5811842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5811839.500000 Penalty: 5322.267578
	Iteration 48Q: 3 clusters Score -5811840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5811839.500000 Penalty: 5322.267578
	Iteration 49Q: 3 clusters Score -5811840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5811839.500000 Penalty: 5322.267578
	Iteration 50F: 3 clusters Score -5811840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -50953.773438 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -50953.77 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 253 members 
Entering Unmasked Estep 
Score: -49478.679688 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -49478.68 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49682.542969 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -49682.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49737.433594 Penalty: 3055.958740
	Iteration 2Q: 3 clusters Score -49737.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49772.039062 Penalty: 3055.958740
	Iteration 3Q: 3 clusters Score -49772.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -49788.386719 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -49788.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49794.144531 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -49794.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -49801.023438 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -49801.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -49801.023438 Penalty: 3055.958740
	Iteration 7F: 3 clusters Score -49801.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Entering Unmasked Estep 
Score: -1545737.625000 Penalty: 2348.542969
	Iteration 0F: 2 clusters Score -1545738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1536364.125000 Penalty: 4697.085938
	Iteration 0F: 3 clusters Score -1536364 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1539604.625000 Penalty: 4697.085938
	Iteration 1F: 3 clusters Score -1539605 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1540734.000000 Penalty: 4697.085938
	Iteration 2F: 3 clusters Score -1540734 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1542059.000000 Penalty: 4697.085938
	Iteration 3F: 3 clusters Score -1542059 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1543039.375000 Penalty: 4697.085938
	Iteration 4F: 3 clusters Score -1543039 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1543672.875000 Penalty: 4697.085938
	Iteration 5F: 3 clusters Score -1543673 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1544032.125000 Penalty: 4697.085938
	Iteration 6Q: 3 clusters Score -1544032 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1544236.875000 Penalty: 4697.085938
	Iteration 7Q: 3 clusters Score -1544237 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1544344.625000 Penalty: 4697.085938
	Iteration 8Q: 3 clusters Score -1544345 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1544410.750000 Penalty: 4697.085938
	Iteration 9Q: 3 clusters Score -1544411 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1544465.875000 Penalty: 4697.085938
	Iteration 10Q: 3 clusters Score -1544466 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1544501.375000 Penalty: 4697.085938
	Iteration 11Q: 3 clusters Score -1544501 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1544529.625000 Penalty: 4697.085938
	Iteration 12Q: 3 clusters Score -1544530 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1544562.875000 Penalty: 4697.085938
	Iteration 13Q: 3 clusters Score -1544563 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1544582.000000 Penalty: 4697.085938
	Iteration 14Q: 3 clusters Score -1544582 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1544600.125000 Penalty: 4697.085938
	Iteration 15Q: 3 clusters Score -1544600 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1544619.750000 Penalty: 4697.085938
	Iteration 16Q: 3 clusters Score -1544620 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1544640.000000 Penalty: 4697.085938
	Iteration 17Q: 3 clusters Score -1544640 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1544654.250000 Penalty: 4697.085938
	Iteration 18Q: 3 clusters Score -1544654 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1544676.125000 Penalty: 4697.085938
	Iteration 19Q: 3 clusters Score -1544676 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1544694.375000 Penalty: 4697.085938
	Iteration 20F: 3 clusters Score -1544694 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1544707.750000 Penalty: 4697.085938
	Iteration 21Q: 3 clusters Score -1544708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1544724.125000 Penalty: 4697.085938
	Iteration 22Q: 3 clusters Score -1544724 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1544731.750000 Penalty: 4697.085938
	Iteration 23Q: 3 clusters Score -1544732 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1544744.500000 Penalty: 4697.085938
	Iteration 24Q: 3 clusters Score -1544744 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1544760.750000 Penalty: 4697.085938
	Iteration 25Q: 3 clusters Score -1544761 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1544771.250000 Penalty: 4697.085938
	Iteration 26Q: 3 clusters Score -1544771 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1544789.750000 Penalty: 4697.085938
	Iteration 27Q: 3 clusters Score -1544790 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1544802.375000 Penalty: 4697.085938
	Iteration 28Q: 3 clusters Score -1544802 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1544814.625000 Penalty: 4697.085938
	Iteration 29Q: 3 clusters Score -1544815 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1544830.125000 Penalty: 4697.085938
	Iteration 30Q: 3 clusters Score -1544830 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1544853.000000 Penalty: 4697.085938
	Iteration 31Q: 3 clusters Score -1544853 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1544865.750000 Penalty: 4697.085938
	Iteration 32Q: 3 clusters Score -1544866 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1544884.875000 Penalty: 4697.085938
	Iteration 33Q: 3 clusters Score -1544885 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1544905.375000 Penalty: 4697.085938
	Iteration 34Q: 3 clusters Score -1544905 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1544922.250000 Penalty: 4697.085938
	Iteration 35Q: 3 clusters Score -1544922 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1544952.625000 Penalty: 4697.085938
	Iteration 36Q: 3 clusters Score -1544953 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1544977.625000 Penalty: 4697.085938
	Iteration 37Q: 3 clusters Score -1544978 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1545009.375000 Penalty: 4697.085938
	Iteration 38Q: 3 clusters Score -1545009 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1545035.750000 Penalty: 4697.085938
	Iteration 39Q: 3 clusters Score -1545036 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1545066.625000 Penalty: 4697.085938
	Iteration 40F: 3 clusters Score -1545067 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1545084.375000 Penalty: 4697.085938
	Iteration 41Q: 3 clusters Score -1545084 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1545111.000000 Penalty: 4697.085938
	Iteration 42Q: 3 clusters Score -1545111 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1545141.750000 Penalty: 4697.085938
	Iteration 43Q: 3 clusters Score -1545142 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1545161.625000 Penalty: 4697.085938
	Iteration 44Q: 3 clusters Score -1545162 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1545182.250000 Penalty: 4697.085938
	Iteration 45Q: 3 clusters Score -1545182 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1545204.625000 Penalty: 4697.085938
	Iteration 46Q: 3 clusters Score -1545205 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1545232.000000 Penalty: 4697.085938
	Iteration 47Q: 3 clusters Score -1545232 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1545250.500000 Penalty: 4697.085938
	Iteration 48Q: 3 clusters Score -1545250 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1545275.125000 Penalty: 4697.085938
	Iteration 49Q: 3 clusters Score -1545275 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1545282.000000 Penalty: 4697.085938
	Iteration 50Q: 3 clusters Score -1545282 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1545294.875000 Penalty: 4697.085938
	Iteration 51Q: 3 clusters Score -1545295 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1545302.625000 Penalty: 4697.085938
	Iteration 52Q: 3 clusters Score -1545303 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1545315.750000 Penalty: 4697.085938
	Iteration 53Q: 3 clusters Score -1545316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1545316.875000 Penalty: 4697.085938
	Iteration 54Q: 3 clusters Score -1545317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1545324.500000 Penalty: 4697.085938
	Iteration 55Q: 3 clusters Score -1545324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1545327.375000 Penalty: 4697.085938
	Iteration 56Q: 3 clusters Score -1545327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1545331.625000 Penalty: 4697.085938
	Iteration 57Q: 3 clusters Score -1545332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1545332.750000 Penalty: 4697.085938
	Iteration 58Q: 3 clusters Score -1545333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1545336.125000 Penalty: 4697.085938
	Iteration 59Q: 3 clusters Score -1545336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1545339.250000 Penalty: 4697.085938
	Iteration 60F: 3 clusters Score -1545339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1545343.375000 Penalty: 4697.085938
	Iteration 61Q: 3 clusters Score -1545343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1545346.250000 Penalty: 4697.085938
	Iteration 62Q: 3 clusters Score -1545346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1545346.375000 Penalty: 4697.085938
	Iteration 63Q: 3 clusters Score -1545346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1545347.125000 Penalty: 4697.085938
	Iteration 64Q: 3 clusters Score -1545347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1545352.250000 Penalty: 4697.085938
	Iteration 65Q: 3 clusters Score -1545352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1545354.250000 Penalty: 4697.085938
	Iteration 66Q: 3 clusters Score -1545354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1545355.500000 Penalty: 4697.085938
	Iteration 67Q: 3 clusters Score -1545356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1545354.875000 Penalty: 4697.085938
	Iteration 68Q: 3 clusters Score -1545355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1545355.000000 Penalty: 4697.085938
	Iteration 69Q: 3 clusters Score -1545355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1545356.625000 Penalty: 4697.085938
	Iteration 70Q: 3 clusters Score -1545357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1545355.500000 Penalty: 4697.085938
	Iteration 71Q: 3 clusters Score -1545356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1545353.875000 Penalty: 4697.085938
	Iteration 72Q: 3 clusters Score -1545354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1545356.000000 Penalty: 4697.085938
	Iteration 73Q: 3 clusters Score -1545356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1545356.000000 Penalty: 4697.085938
	Iteration 74Q: 3 clusters Score -1545356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1545360.250000 Penalty: 4697.085938
	Iteration 75Q: 3 clusters Score -1545360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1545357.000000 Penalty: 4697.085938
	Iteration 76Q: 3 clusters Score -1545357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1545355.500000 Penalty: 4697.085938
	Iteration 77Q: 3 clusters Score -1545356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1545356.625000 Penalty: 4697.085938
	Iteration 78Q: 3 clusters Score -1545357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1545359.250000 Penalty: 4697.085938
	Iteration 79Q: 3 clusters Score -1545359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1545357.750000 Penalty: 4697.085938
	Iteration 80F: 3 clusters Score -1545358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1545360.375000 Penalty: 4697.085938
	Iteration 81Q: 3 clusters Score -1545360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1545356.375000 Penalty: 4697.085938
	Iteration 82Q: 3 clusters Score -1545356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1545359.625000 Penalty: 4697.085938
	Iteration 83Q: 3 clusters Score -1545360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1545360.250000 Penalty: 4697.085938
	Iteration 84Q: 3 clusters Score -1545360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1545358.875000 Penalty: 4697.085938
	Iteration 85Q: 3 clusters Score -1545359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1545361.250000 Penalty: 4697.085938
	Iteration 86Q: 3 clusters Score -1545361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1545362.125000 Penalty: 4697.085938
	Iteration 87Q: 3 clusters Score -1545362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1545364.375000 Penalty: 4697.085938
	Iteration 88Q: 3 clusters Score -1545364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1545363.000000 Penalty: 4697.085938
	Iteration 89Q: 3 clusters Score -1545363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1545363.500000 Penalty: 4697.085938
	Iteration 90Q: 3 clusters Score -1545364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1545362.750000 Penalty: 4697.085938
	Iteration 91Q: 3 clusters Score -1545363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1545366.750000 Penalty: 4697.085938
	Iteration 92Q: 3 clusters Score -1545367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1545368.375000 Penalty: 4697.085938
	Iteration 93Q: 3 clusters Score -1545368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1545363.125000 Penalty: 4697.085938
	Iteration 94Q: 3 clusters Score -1545363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1545364.000000 Penalty: 4697.085938
	Iteration 95Q: 3 clusters Score -1545364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1545365.750000 Penalty: 4697.085938
	Iteration 96Q: 3 clusters Score -1545366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1545365.750000 Penalty: 4697.085938
	Iteration 97F: 3 clusters Score -1545366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -71446.812500 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -71446.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69783.492188 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -69783.49 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -70041.164062 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -70041.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -70144.921875 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -70144.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70204.648438 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -70204.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -70233.718750 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -70233.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -70253.562500 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -70253.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70267.617188 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -70267.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -70278.546875 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -70278.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70291.164062 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -70291.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -70296.546875 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -70296.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -70301.484375 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -70301.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70303.929688 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -70303.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -70308.343750 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -70308.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -70315.328125 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -70315.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -70317.296875 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -70317.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -70317.710938 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -70317.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -70317.710938 Penalty: 3205.662598
	Iteration 16F: 3 clusters Score -70317.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -48870.812500 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -48870.81 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 263 members 
Entering Unmasked Estep 
Score: -47405.773438 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -47405.77 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47881.074219 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -47881.07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48176.441406 Penalty: 3094.208984
	Iteration 2F: 3 clusters Score -48176.44 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -48652.625000 Penalty: 3094.208984
	Iteration 3F: 3 clusters Score -48652.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48881.769531 Penalty: 3094.208984
	Iteration 4F: 3 clusters Score -48881.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -49059.695312 Penalty: 3094.208984
	Iteration 5Q: 3 clusters Score -49059.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -49178.570312 Penalty: 3094.208984
	Iteration 6Q: 3 clusters Score -49178.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -49258.445312 Penalty: 3094.208984
	Iteration 7Q: 3 clusters Score -49258.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -49297.968750 Penalty: 3094.208984
	Iteration 8Q: 3 clusters Score -49297.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -49365.179688 Penalty: 3094.208984
	Iteration 9Q: 3 clusters Score -49365.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -49376.125000 Penalty: 3094.208984
	Iteration 10Q: 3 clusters Score -49376.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -49403.218750 Penalty: 3094.208984
	Iteration 11Q: 3 clusters Score -49403.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -49407.011719 Penalty: 3094.208984
	Iteration 12Q: 3 clusters Score -49407.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -49414.656250 Penalty: 3094.208984
	Iteration 13Q: 3 clusters Score -49414.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -49418.878906 Penalty: 3094.208984
	Iteration 14Q: 3 clusters Score -49418.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -49418.878906 Penalty: 3094.208984
	Iteration 15F: 3 clusters Score -49418.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170705 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311346 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174706 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104898 members 
Mstep: Class 14 contains 39497 members 
Mstep: Class 15 contains 45724 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 18 contains 131 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 381 members 
Mstep: Class 23 contains 31345 members 
Entering Unmasked Estep 
Score: -119283384.000000 Penalty: 71765.531250
Splitting cluster 22 changes total score from -119284672.000000 to -119283384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (31345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Entering Unmasked Estep 
Score: -4001252.250000 Penalty: 2567.496826
	Iteration 0F: 2 clusters Score -4001252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3979808.000000 Penalty: 5134.993652
	Iteration 0F: 3 clusters Score -3979808 nChanged 14135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -3987652.750000 Penalty: 5134.993652
	Iteration 1F: 3 clusters Score -3987653 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -3988243.000000 Penalty: 5134.993652
	Iteration 2Q: 3 clusters Score -3988243 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -3988998.250000 Penalty: 5134.993652
	Iteration 3F: 3 clusters Score -3988998 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -3990066.250000 Penalty: 5134.993652
	Iteration 4F: 3 clusters Score -3990066 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -3991508.250000 Penalty: 5134.993652
	Iteration 5F: 3 clusters Score -3991508 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -3993439.000000 Penalty: 5134.993652
	Iteration 6F: 3 clusters Score -3993439 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -3995473.500000 Penalty: 5134.993652
	Iteration 7F: 3 clusters Score -3995474 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -3996917.500000 Penalty: 5134.993652
	Iteration 8F: 3 clusters Score -3996918 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -3997644.500000 Penalty: 5134.993652
	Iteration 9Q: 3 clusters Score -3997644 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -3998014.250000 Penalty: 5134.993652
	Iteration 10Q: 3 clusters Score -3998014 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -3998233.000000 Penalty: 5134.993652
	Iteration 11Q: 3 clusters Score -3998233 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -3998390.250000 Penalty: 5134.993652
	Iteration 12Q: 3 clusters Score -3998390 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -3998518.500000 Penalty: 5134.993652
	Iteration 13Q: 3 clusters Score -3998518 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -3998598.750000 Penalty: 5134.993652
	Iteration 14Q: 3 clusters Score -3998599 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -3998657.250000 Penalty: 5134.993652
	Iteration 15Q: 3 clusters Score -3998657 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -3998721.500000 Penalty: 5134.993652
	Iteration 16Q: 3 clusters Score -3998722 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -3998792.750000 Penalty: 5134.993652
	Iteration 17Q: 3 clusters Score -3998793 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -3998854.250000 Penalty: 5134.993652
	Iteration 18Q: 3 clusters Score -3998854 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -3998923.000000 Penalty: 5134.993652
	Iteration 19Q: 3 clusters Score -3998923 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -3998995.500000 Penalty: 5134.993652
	Iteration 20F: 3 clusters Score -3998996 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -3999019.750000 Penalty: 5134.993652
	Iteration 21Q: 3 clusters Score -3999020 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -3999045.500000 Penalty: 5134.993652
	Iteration 22Q: 3 clusters Score -3999046 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -3999073.750000 Penalty: 5134.993652
	Iteration 23Q: 3 clusters Score -3999074 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -3999101.750000 Penalty: 5134.993652
	Iteration 24Q: 3 clusters Score -3999102 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -3999125.750000 Penalty: 5134.993652
	Iteration 25Q: 3 clusters Score -3999126 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -3999148.500000 Penalty: 5134.993652
	Iteration 26Q: 3 clusters Score -3999148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -3999158.250000 Penalty: 5134.993652
	Iteration 27Q: 3 clusters Score -3999158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -3999177.750000 Penalty: 5134.993652
	Iteration 28Q: 3 clusters Score -3999178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -3999195.750000 Penalty: 5134.993652
	Iteration 29Q: 3 clusters Score -3999196 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -3999214.750000 Penalty: 5134.993652
	Iteration 30Q: 3 clusters Score -3999215 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -3999229.250000 Penalty: 5134.993652
	Iteration 31Q: 3 clusters Score -3999229 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -3999236.750000 Penalty: 5134.993652
	Iteration 32Q: 3 clusters Score -3999237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -3999245.250000 Penalty: 5134.993652
	Iteration 33Q: 3 clusters Score -3999245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -3999259.250000 Penalty: 5134.993652
	Iteration 34Q: 3 clusters Score -3999259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -3999269.000000 Penalty: 5134.993652
	Iteration 35Q: 3 clusters Score -3999269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -3999270.500000 Penalty: 5134.993652
	Iteration 36Q: 3 clusters Score -3999270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -3999269.750000 Penalty: 5134.993652
	Iteration 37Q: 3 clusters Score -3999270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -3999275.750000 Penalty: 5134.993652
	Iteration 38Q: 3 clusters Score -3999276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -3999282.250000 Penalty: 5134.993652
	Iteration 39Q: 3 clusters Score -3999282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -3999291.500000 Penalty: 5134.993652
	Iteration 40F: 3 clusters Score -3999292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -3999298.250000 Penalty: 5134.993652
	Iteration 41Q: 3 clusters Score -3999298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -3999318.000000 Penalty: 5134.993652
	Iteration 42Q: 3 clusters Score -3999318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -3999323.250000 Penalty: 5134.993652
	Iteration 43Q: 3 clusters Score -3999323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -3999332.000000 Penalty: 5134.993652
	Iteration 44Q: 3 clusters Score -3999332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -3999335.250000 Penalty: 5134.993652
	Iteration 45Q: 3 clusters Score -3999335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -3999337.500000 Penalty: 5134.993652
	Iteration 46Q: 3 clusters Score -3999338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -3999345.000000 Penalty: 5134.993652
	Iteration 47Q: 3 clusters Score -3999345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -3999352.250000 Penalty: 5134.993652
	Iteration 48Q: 3 clusters Score -3999352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -3999348.250000 Penalty: 5134.993652
	Iteration 49Q: 3 clusters Score -3999348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -3999343.250000 Penalty: 5134.993652
	Iteration 50Q: 3 clusters Score -3999343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -3999349.000000 Penalty: 5134.993652
	Iteration 51Q: 3 clusters Score -3999349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -3999346.250000 Penalty: 5134.993652
	Iteration 52Q: 3 clusters Score -3999346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -3999356.000000 Penalty: 5134.993652
	Iteration 53Q: 3 clusters Score -3999356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -3999360.000000 Penalty: 5134.993652
	Iteration 54Q: 3 clusters Score -3999360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -3999362.250000 Penalty: 5134.993652
	Iteration 55Q: 3 clusters Score -3999362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -3999363.250000 Penalty: 5134.993652
	Iteration 56Q: 3 clusters Score -3999363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -3999364.750000 Penalty: 5134.993652
	Iteration 57Q: 3 clusters Score -3999365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -3999369.750000 Penalty: 5134.993652
	Iteration 58Q: 3 clusters Score -3999370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -3999372.250000 Penalty: 5134.993652
	Iteration 59Q: 3 clusters Score -3999372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -3999372.750000 Penalty: 5134.993652
	Iteration 60F: 3 clusters Score -3999373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170705 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311346 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174706 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104898 members 
Mstep: Class 14 contains 39497 members 
Mstep: Class 15 contains 45724 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284712.000000 Penalty: 68348.125000
Iteration 199Q: 21 clusters Score -1.192847e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170704 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311346 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174707 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104897 members 
Mstep: Class 14 contains 39497 members 
Mstep: Class 15 contains 45724 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284736.000000 Penalty: 68348.125000
Iteration 200F: 21 clusters Score -1.192847e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170705 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311348 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174704 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104898 members 
Mstep: Class 14 contains 39497 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284720.000000 Penalty: 68348.125000
Iteration 201Q: 21 clusters Score -1.192847e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170707 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311347 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174702 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104899 members 
Mstep: Class 14 contains 39497 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284696.000000 Penalty: 68348.125000
Iteration 202Q: 21 clusters Score -1.192847e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170706 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311346 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174705 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104899 members 
Mstep: Class 14 contains 39496 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284728.000000 Penalty: 68348.125000
Iteration 203Q: 21 clusters Score -1.192847e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170707 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311343 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174708 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104898 members 
Mstep: Class 14 contains 39496 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284720.000000 Penalty: 68348.125000
Iteration 204Q: 21 clusters Score -1.192847e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170707 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311338 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174715 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104897 members 
Mstep: Class 14 contains 39496 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284696.000000 Penalty: 68348.125000
Iteration 205Q: 21 clusters Score -1.192847e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170707 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311338 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174717 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104896 members 
Mstep: Class 14 contains 39496 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284688.000000 Penalty: 68348.125000
Iteration 206Q: 21 clusters Score -1.192847e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170709 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311335 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174717 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104896 members 
Mstep: Class 14 contains 39496 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284640.000000 Penalty: 68348.125000
Iteration 207Q: 21 clusters Score -1.192846e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170712 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311333 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174715 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104897 members 
Mstep: Class 14 contains 39497 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284664.000000 Penalty: 68348.125000
Iteration 208Q: 21 clusters Score -1.192847e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170713 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311333 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174713 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104897 members 
Mstep: Class 14 contains 39498 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284696.000000 Penalty: 68348.125000
Iteration 209Q: 21 clusters Score -1.192847e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170713 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311334 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174710 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104897 members 
Mstep: Class 14 contains 39500 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284728.000000 Penalty: 68348.125000
Iteration 210Q: 21 clusters Score -1.192847e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170713 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311331 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174710 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104898 members 
Mstep: Class 14 contains 39502 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284680.000000 Penalty: 68348.125000
Iteration 211Q: 21 clusters Score -1.192847e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170711 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311330 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174713 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104896 members 
Mstep: Class 14 contains 39504 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284712.000000 Penalty: 68348.125000
Iteration 212Q: 21 clusters Score -1.192847e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170709 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311330 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174714 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104895 members 
Mstep: Class 14 contains 39506 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284688.000000 Penalty: 68348.125000
Iteration 213Q: 21 clusters Score -1.192847e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170709 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311330 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174714 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104894 members 
Mstep: Class 14 contains 39507 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284704.000000 Penalty: 68348.125000
Iteration 214Q: 21 clusters Score -1.192847e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170709 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311330 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174714 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104894 members 
Mstep: Class 14 contains 39507 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119284704.000000 Penalty: 68348.125000
Iteration 215F: 21 clusters Score -1.192847e+08 nChanged 0
Entering ConstructFrom: 
Score: -119284704.000000 Penalty: 68348.125000
Entering ConstructFrom: 
Trying to split cluster 1 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -65880.992188 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -65880.99 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 301 members 
Entering Unmasked Estep 
Score: -64287.195312 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -64287.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -64483.636719 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -64483.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64527.691406 Penalty: 3125.189941
	Iteration 2Q: 3 clusters Score -64527.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64539.546875 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -64539.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64540.664062 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -64540.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64540.664062 Penalty: 3125.189941
	Iteration 5F: 3 clusters Score -64540.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (170709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170709 members 
Entering Unmasked Estep 
Score: -21516280.000000 Penalty: 2987.833252
	Iteration 0F: 2 clusters Score -2.151628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84977 members 
Mstep: Class 2 contains 85732 members 
Entering Unmasked Estep 
Score: -21402434.000000 Penalty: 5975.666504
	Iteration 0F: 3 clusters Score -2.140243e+07 nChanged 81770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78499 members 
Mstep: Class 2 contains 92210 members 
Entering Unmasked Estep 
Score: -21451098.000000 Penalty: 5975.666504
	Iteration 1F: 3 clusters Score -2.14511e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74711 members 
Mstep: Class 2 contains 95998 members 
Entering Unmasked Estep 
Score: -21452854.000000 Penalty: 5975.666504
	Iteration 2Q: 3 clusters Score -2.145285e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68976 members 
Mstep: Class 2 contains 101733 members 
Entering Unmasked Estep 
Score: -21455694.000000 Penalty: 5975.666504
	Iteration 3Q: 3 clusters Score -2.145569e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60512 members 
Mstep: Class 2 contains 110197 members 
Entering Unmasked Estep 
Score: -21460584.000000 Penalty: 5975.666504
	Iteration 4F: 3 clusters Score -2.146058e+07 nChanged 11823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 121702 members 
Entering Unmasked Estep 
Score: -21468944.000000 Penalty: 5975.666504
	Iteration 5F: 3 clusters Score -2.146894e+07 nChanged 14051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 135663 members 
Entering Unmasked Estep 
Score: -21480888.000000 Penalty: 5975.666504
	Iteration 6F: 3 clusters Score -2.148089e+07 nChanged 14036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 149677 members 
Entering Unmasked Estep 
Score: -21494284.000000 Penalty: 5975.666504
	Iteration 7F: 3 clusters Score -2.149428e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 160298 members 
Entering Unmasked Estep 
Score: -21504752.000000 Penalty: 5975.666504
	Iteration 8F: 3 clusters Score -2.150475e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 166279 members 
Entering Unmasked Estep 
Score: -21510306.000000 Penalty: 5975.666504
	Iteration 9Q: 3 clusters Score -2.151031e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 168792 members 
Entering Unmasked Estep 
Score: -21512386.000000 Penalty: 5975.666504
	Iteration 10Q: 3 clusters Score -2.151239e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 169711 members 
Entering Unmasked Estep 
Score: -21513158.000000 Penalty: 5975.666504
	Iteration 11Q: 3 clusters Score -2.151316e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 170021 members 
Entering Unmasked Estep 
Score: -21513422.000000 Penalty: 5975.666504
	Iteration 12Q: 3 clusters Score -2.151342e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 170136 members 
Entering Unmasked Estep 
Score: -21513596.000000 Penalty: 5975.666504
	Iteration 13Q: 3 clusters Score -2.15136e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 170181 members 
Entering Unmasked Estep 
Score: -21513648.000000 Penalty: 5975.666504
	Iteration 14Q: 3 clusters Score -2.151365e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 170211 members 
Entering Unmasked Estep 
Score: -21513646.000000 Penalty: 5975.666504
	Iteration 15Q: 3 clusters Score -2.151365e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 170230 members 
Entering Unmasked Estep 
Score: -21513698.000000 Penalty: 5975.666504
	Iteration 16Q: 3 clusters Score -2.15137e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 170244 members 
Entering Unmasked Estep 
Score: -21513728.000000 Penalty: 5975.666504
	Iteration 17Q: 3 clusters Score -2.151373e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 170251 members 
Entering Unmasked Estep 
Score: -21513756.000000 Penalty: 5975.666504
	Iteration 18Q: 3 clusters Score -2.151376e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 170256 members 
Entering Unmasked Estep 
Score: -21513760.000000 Penalty: 5975.666504
	Iteration 19Q: 3 clusters Score -2.151376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 170264 members 
Entering Unmasked Estep 
Score: -21513768.000000 Penalty: 5975.666504
	Iteration 20F: 3 clusters Score -2.151377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 170269 members 
Entering Unmasked Estep 
Score: -21513768.000000 Penalty: 5975.666504
	Iteration 21Q: 3 clusters Score -2.151377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 170267 members 
Entering Unmasked Estep 
Score: -21513788.000000 Penalty: 5975.666504
	Iteration 22Q: 3 clusters Score -2.151379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 170270 members 
Entering Unmasked Estep 
Score: -21513788.000000 Penalty: 5975.666504
	Iteration 23Q: 3 clusters Score -2.151379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 170274 members 
Entering Unmasked Estep 
Score: -21513804.000000 Penalty: 5975.666504
	Iteration 24Q: 3 clusters Score -2.15138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 170275 members 
Entering Unmasked Estep 
Score: -21513820.000000 Penalty: 5975.666504
	Iteration 25Q: 3 clusters Score -2.151382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 170276 members 
Entering Unmasked Estep 
Score: -21513814.000000 Penalty: 5975.666504
	Iteration 26Q: 3 clusters Score -2.151381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 170280 members 
Entering Unmasked Estep 
Score: -21513820.000000 Penalty: 5975.666504
	Iteration 27Q: 3 clusters Score -2.151382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 170284 members 
Entering Unmasked Estep 
Score: -21513840.000000 Penalty: 5975.666504
	Iteration 28Q: 3 clusters Score -2.151384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 170286 members 
Entering Unmasked Estep 
Score: -21513818.000000 Penalty: 5975.666504
	Iteration 29Q: 3 clusters Score -2.151382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 170288 members 
Entering Unmasked Estep 
Score: -21513812.000000 Penalty: 5975.666504
	Iteration 30Q: 3 clusters Score -2.151381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 170293 members 
Entering Unmasked Estep 
Score: -21513836.000000 Penalty: 5975.666504
	Iteration 31Q: 3 clusters Score -2.151384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 170292 members 
Entering Unmasked Estep 
Score: -21513844.000000 Penalty: 5975.666504
	Iteration 32Q: 3 clusters Score -2.151384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 170293 members 
Entering Unmasked Estep 
Score: -21513842.000000 Penalty: 5975.666504
	Iteration 33Q: 3 clusters Score -2.151384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 170292 members 
Entering Unmasked Estep 
Score: -21513848.000000 Penalty: 5975.666504
	Iteration 34Q: 3 clusters Score -2.151385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 170292 members 
Entering Unmasked Estep 
Score: -21513848.000000 Penalty: 5975.666504
	Iteration 35Q: 3 clusters Score -2.151385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 170292 members 
Entering Unmasked Estep 
Score: -21513844.000000 Penalty: 5975.666504
	Iteration 36Q: 3 clusters Score -2.151384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 170291 members 
Entering Unmasked Estep 
Score: -21513850.000000 Penalty: 5975.666504
	Iteration 37Q: 3 clusters Score -2.151385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 170291 members 
Entering Unmasked Estep 
Score: -21513842.000000 Penalty: 5975.666504
	Iteration 38Q: 3 clusters Score -2.151384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 170293 members 
Entering Unmasked Estep 
Score: -21513846.000000 Penalty: 5975.666504
	Iteration 39Q: 3 clusters Score -2.151385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 170294 members 
Entering Unmasked Estep 
Score: -21513844.000000 Penalty: 5975.666504
	Iteration 40F: 3 clusters Score -2.151384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Entering Unmasked Estep 
Score: -292426.843750 Penalty: 1932.604980
	Iteration 0F: 2 clusters Score -292426.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -289467.843750 Penalty: 3865.209961
	Iteration 0F: 3 clusters Score -289467.8 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -289984.250000 Penalty: 3865.209961
	Iteration 1F: 3 clusters Score -289984.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -290138.156250 Penalty: 3865.209961
	Iteration 2F: 3 clusters Score -290138.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -290259.375000 Penalty: 3865.209961
	Iteration 3F: 3 clusters Score -290259.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -290358.343750 Penalty: 3865.209961
	Iteration 4Q: 3 clusters Score -290358.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -290479.406250 Penalty: 3865.209961
	Iteration 5Q: 3 clusters Score -290479.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -290587.875000 Penalty: 3865.209961
	Iteration 6Q: 3 clusters Score -290587.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -290678.968750 Penalty: 3865.209961
	Iteration 7Q: 3 clusters Score -290679 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -290747.718750 Penalty: 3865.209961
	Iteration 8Q: 3 clusters Score -290747.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -290815.562500 Penalty: 3865.209961
	Iteration 9Q: 3 clusters Score -290815.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -290891.937500 Penalty: 3865.209961
	Iteration 10Q: 3 clusters Score -290891.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -291002.843750 Penalty: 3865.209961
	Iteration 11Q: 3 clusters Score -291002.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -291138.343750 Penalty: 3865.209961
	Iteration 12Q: 3 clusters Score -291138.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -291256.031250 Penalty: 3865.209961
	Iteration 13Q: 3 clusters Score -291256 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -291384.093750 Penalty: 3865.209961
	Iteration 14Q: 3 clusters Score -291384.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -291517.406250 Penalty: 3865.209961
	Iteration 15Q: 3 clusters Score -291517.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -291676.187500 Penalty: 3865.209961
	Iteration 16Q: 3 clusters Score -291676.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -291815.000000 Penalty: 3865.209961
	Iteration 17Q: 3 clusters Score -291815 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -291882.781250 Penalty: 3865.209961
	Iteration 18Q: 3 clusters Score -291882.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -291908.343750 Penalty: 3865.209961
	Iteration 19Q: 3 clusters Score -291908.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -291910.781250 Penalty: 3865.209961
	Iteration 20F: 3 clusters Score -291910.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -291911.500000 Penalty: 3865.209961
	Iteration 21Q: 3 clusters Score -291911.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -291912.187500 Penalty: 3865.209961
	Iteration 22Q: 3 clusters Score -291912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -291915.031250 Penalty: 3865.209961
	Iteration 23Q: 3 clusters Score -291915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -291918.937500 Penalty: 3865.209961
	Iteration 24Q: 3 clusters Score -291918.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -291921.187500 Penalty: 3865.209961
	Iteration 25Q: 3 clusters Score -291921.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -291922.312500 Penalty: 3865.209961
	Iteration 26Q: 3 clusters Score -291922.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -291922.312500 Penalty: 3865.209961
	Iteration 27F: 3 clusters Score -291922.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -58834.191406 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -58834.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -57258.464844 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -57258.46 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -57852.250000 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -57852.25 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -58411.863281 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -58411.86 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -58889.417969 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -58889.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -59099.695312 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -59099.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -59302.226562 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -59302.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -59487.250000 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -59487.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -59577.269531 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -59577.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -59577.269531 Penalty: 3197.863525
	Iteration 8F: 3 clusters Score -59577.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170709 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 198 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311330 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174714 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104894 members 
Mstep: Class 14 contains 39507 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 18 contains 433 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31344 members 
Entering Unmasked Estep 
Score: -119283584.000000 Penalty: 71765.531250
Splitting cluster 4 changes total score from -119284704.000000 to -119283584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (60261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Entering Unmasked Estep 
Score: -7381666.500000 Penalty: 2729.597168
	Iteration 0F: 2 clusters Score -7381666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -7341111.500000 Penalty: 5459.194336
	Iteration 0F: 3 clusters Score -7341112 nChanged 28071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -7356854.500000 Penalty: 5459.194336
	Iteration 1F: 3 clusters Score -7356854 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -7357736.000000 Penalty: 5459.194336
	Iteration 2Q: 3 clusters Score -7357736 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -7358849.500000 Penalty: 5459.194336
	Iteration 3Q: 3 clusters Score -7358850 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -7360709.000000 Penalty: 5459.194336
	Iteration 4F: 3 clusters Score -7360709 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -7363630.000000 Penalty: 5459.194336
	Iteration 5F: 3 clusters Score -7363630 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -7367875.000000 Penalty: 5459.194336
	Iteration 6F: 3 clusters Score -7367875 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -7372517.000000 Penalty: 5459.194336
	Iteration 7F: 3 clusters Score -7372517 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -7376015.000000 Penalty: 5459.194336
	Iteration 8F: 3 clusters Score -7376015 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 58440 members 
Entering Unmasked Estep 
Score: -7377866.500000 Penalty: 5459.194336
	Iteration 9Q: 3 clusters Score -7377866 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -7378740.000000 Penalty: 5459.194336
	Iteration 10Q: 3 clusters Score -7378740 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 59713 members 
Entering Unmasked Estep 
Score: -7379072.000000 Penalty: 5459.194336
	Iteration 11Q: 3 clusters Score -7379072 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 59872 members 
Entering Unmasked Estep 
Score: -7379249.000000 Penalty: 5459.194336
	Iteration 12Q: 3 clusters Score -7379249 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -7379370.500000 Penalty: 5459.194336
	Iteration 13Q: 3 clusters Score -7379370 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 60004 members 
Entering Unmasked Estep 
Score: -7379432.000000 Penalty: 5459.194336
	Iteration 14Q: 3 clusters Score -7379432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 60032 members 
Entering Unmasked Estep 
Score: -7379456.500000 Penalty: 5459.194336
	Iteration 15Q: 3 clusters Score -7379456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 60050 members 
Entering Unmasked Estep 
Score: -7379472.500000 Penalty: 5459.194336
	Iteration 16Q: 3 clusters Score -7379472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -7379500.500000 Penalty: 5459.194336
	Iteration 17Q: 3 clusters Score -7379500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 60071 members 
Entering Unmasked Estep 
Score: -7379519.000000 Penalty: 5459.194336
	Iteration 18Q: 3 clusters Score -7379519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 60075 members 
Entering Unmasked Estep 
Score: -7379528.000000 Penalty: 5459.194336
	Iteration 19Q: 3 clusters Score -7379528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 60074 members 
Entering Unmasked Estep 
Score: -7379538.500000 Penalty: 5459.194336
	Iteration 20F: 3 clusters Score -7379538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 60074 members 
Entering Unmasked Estep 
Score: -7379554.000000 Penalty: 5459.194336
	Iteration 21Q: 3 clusters Score -7379554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 60073 members 
Entering Unmasked Estep 
Score: -7379570.000000 Penalty: 5459.194336
	Iteration 22Q: 3 clusters Score -7379570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -7379563.500000 Penalty: 5459.194336
	Iteration 23Q: 3 clusters Score -7379564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 60078 members 
Entering Unmasked Estep 
Score: -7379572.500000 Penalty: 5459.194336
	Iteration 24Q: 3 clusters Score -7379572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -7379580.500000 Penalty: 5459.194336
	Iteration 25Q: 3 clusters Score -7379580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -7379577.000000 Penalty: 5459.194336
	Iteration 26Q: 3 clusters Score -7379577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -7379584.000000 Penalty: 5459.194336
	Iteration 27Q: 3 clusters Score -7379584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 60087 members 
Entering Unmasked Estep 
Score: -7379586.500000 Penalty: 5459.194336
	Iteration 28Q: 3 clusters Score -7379586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 60088 members 
Entering Unmasked Estep 
Score: -7379599.000000 Penalty: 5459.194336
	Iteration 29Q: 3 clusters Score -7379599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -7379601.500000 Penalty: 5459.194336
	Iteration 30Q: 3 clusters Score -7379602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 60099 members 
Entering Unmasked Estep 
Score: -7379621.000000 Penalty: 5459.194336
	Iteration 31Q: 3 clusters Score -7379621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 60102 members 
Entering Unmasked Estep 
Score: -7379622.000000 Penalty: 5459.194336
	Iteration 32Q: 3 clusters Score -7379622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 60102 members 
Entering Unmasked Estep 
Score: -7379622.000000 Penalty: 5459.194336
	Iteration 33F: 3 clusters Score -7379622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (311330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311330 members 
Entering Unmasked Estep 
Score: -38989720.000000 Penalty: 3136.854980
	Iteration 0F: 2 clusters Score -3.898972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155230 members 
Mstep: Class 2 contains 156100 members 
Entering Unmasked Estep 
Score: -38802864.000000 Penalty: 6273.709961
	Iteration 0F: 3 clusters Score -3.880286e+07 nChanged 150704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146764 members 
Mstep: Class 2 contains 164566 members 
Entering Unmasked Estep 
Score: -38893432.000000 Penalty: 6273.709961
	Iteration 1F: 3 clusters Score -3.889343e+07 nChanged 10651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140797 members 
Mstep: Class 2 contains 170533 members 
Entering Unmasked Estep 
Score: -38896296.000000 Penalty: 6273.709961
	Iteration 2Q: 3 clusters Score -3.88963e+07 nChanged 12847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132144 members 
Mstep: Class 2 contains 179186 members 
Entering Unmasked Estep 
Score: -38901016.000000 Penalty: 6273.709961
	Iteration 3Q: 3 clusters Score -3.890102e+07 nChanged 16210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119684 members 
Mstep: Class 2 contains 191646 members 
Entering Unmasked Estep 
Score: -38908396.000000 Penalty: 6273.709961
	Iteration 4F: 3 clusters Score -3.89084e+07 nChanged 19755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103559 members 
Mstep: Class 2 contains 207771 members 
Entering Unmasked Estep 
Score: -38919396.000000 Penalty: 6273.709961
	Iteration 5F: 3 clusters Score -3.89194e+07 nChanged 21564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85675 members 
Mstep: Class 2 contains 225655 members 
Entering Unmasked Estep 
Score: -38932436.000000 Penalty: 6273.709961
	Iteration 6F: 3 clusters Score -3.893244e+07 nChanged 20121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70076 members 
Mstep: Class 2 contains 241254 members 
Entering Unmasked Estep 
Score: -38944964.000000 Penalty: 6273.709961
	Iteration 7F: 3 clusters Score -3.894496e+07 nChanged 16339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 251853 members 
Entering Unmasked Estep 
Score: -38954932.000000 Penalty: 6273.709961
	Iteration 8F: 3 clusters Score -3.895493e+07 nChanged 12370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 257773 members 
Entering Unmasked Estep 
Score: -38962172.000000 Penalty: 6273.709961
	Iteration 9Q: 3 clusters Score -3.896217e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 261083 members 
Entering Unmasked Estep 
Score: -38965764.000000 Penalty: 6273.709961
	Iteration 10Q: 3 clusters Score -3.896576e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 263526 members 
Entering Unmasked Estep 
Score: -38967112.000000 Penalty: 6273.709961
	Iteration 11Q: 3 clusters Score -3.896711e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 265854 members 
Entering Unmasked Estep 
Score: -38967672.000000 Penalty: 6273.709961
	Iteration 12Q: 3 clusters Score -3.896767e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 268099 members 
Entering Unmasked Estep 
Score: -38968400.000000 Penalty: 6273.709961
	Iteration 13Q: 3 clusters Score -3.89684e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 270341 members 
Entering Unmasked Estep 
Score: -38968936.000000 Penalty: 6273.709961
	Iteration 14Q: 3 clusters Score -3.896894e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 272523 members 
Entering Unmasked Estep 
Score: -38969756.000000 Penalty: 6273.709961
	Iteration 15Q: 3 clusters Score -3.896976e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 274681 members 
Entering Unmasked Estep 
Score: -38970596.000000 Penalty: 6273.709961
	Iteration 16Q: 3 clusters Score -3.89706e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 276867 members 
Entering Unmasked Estep 
Score: -38971272.000000 Penalty: 6273.709961
	Iteration 17Q: 3 clusters Score -3.897127e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 279113 members 
Entering Unmasked Estep 
Score: -38972268.000000 Penalty: 6273.709961
	Iteration 18Q: 3 clusters Score -3.897227e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 281400 members 
Entering Unmasked Estep 
Score: -38973192.000000 Penalty: 6273.709961
	Iteration 19Q: 3 clusters Score -3.897319e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 283607 members 
Entering Unmasked Estep 
Score: -38974240.000000 Penalty: 6273.709961
	Iteration 20F: 3 clusters Score -3.897424e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 285792 members 
Entering Unmasked Estep 
Score: -38975372.000000 Penalty: 6273.709961
	Iteration 21Q: 3 clusters Score -3.897537e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 287944 members 
Entering Unmasked Estep 
Score: -38976508.000000 Penalty: 6273.709961
	Iteration 22Q: 3 clusters Score -3.897651e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 290080 members 
Entering Unmasked Estep 
Score: -38977720.000000 Penalty: 6273.709961
	Iteration 23Q: 3 clusters Score -3.897772e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 292216 members 
Entering Unmasked Estep 
Score: -38978840.000000 Penalty: 6273.709961
	Iteration 24Q: 3 clusters Score -3.897884e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 294341 members 
Entering Unmasked Estep 
Score: -38980200.000000 Penalty: 6273.709961
	Iteration 25Q: 3 clusters Score -3.89802e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 296351 members 
Entering Unmasked Estep 
Score: -38981676.000000 Penalty: 6273.709961
	Iteration 26Q: 3 clusters Score -3.898168e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 298219 members 
Entering Unmasked Estep 
Score: -38982992.000000 Penalty: 6273.709961
	Iteration 27Q: 3 clusters Score -3.898299e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 299961 members 
Entering Unmasked Estep 
Score: -38983904.000000 Penalty: 6273.709961
	Iteration 28Q: 3 clusters Score -3.89839e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 301572 members 
Entering Unmasked Estep 
Score: -38984696.000000 Penalty: 6273.709961
	Iteration 29Q: 3 clusters Score -3.89847e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 303010 members 
Entering Unmasked Estep 
Score: -38985244.000000 Penalty: 6273.709961
	Iteration 30Q: 3 clusters Score -3.898524e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 304245 members 
Entering Unmasked Estep 
Score: -38985748.000000 Penalty: 6273.709961
	Iteration 31Q: 3 clusters Score -3.898575e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 305335 members 
Entering Unmasked Estep 
Score: -38986316.000000 Penalty: 6273.709961
	Iteration 32Q: 3 clusters Score -3.898632e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 306255 members 
Entering Unmasked Estep 
Score: -38986708.000000 Penalty: 6273.709961
	Iteration 33Q: 3 clusters Score -3.898671e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 307012 members 
Entering Unmasked Estep 
Score: -38986904.000000 Penalty: 6273.709961
	Iteration 34Q: 3 clusters Score -3.89869e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 307654 members 
Entering Unmasked Estep 
Score: -38987012.000000 Penalty: 6273.709961
	Iteration 35Q: 3 clusters Score -3.898701e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 308239 members 
Entering Unmasked Estep 
Score: -38987028.000000 Penalty: 6273.709961
	Iteration 36Q: 3 clusters Score -3.898703e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 308721 members 
Entering Unmasked Estep 
Score: -38987256.000000 Penalty: 6273.709961
	Iteration 37Q: 3 clusters Score -3.898726e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 309143 members 
Entering Unmasked Estep 
Score: -38987348.000000 Penalty: 6273.709961
	Iteration 38Q: 3 clusters Score -3.898735e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 309438 members 
Entering Unmasked Estep 
Score: -38987336.000000 Penalty: 6273.709961
	Iteration 39Q: 3 clusters Score -3.898734e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 309686 members 
Entering Unmasked Estep 
Score: -38987344.000000 Penalty: 6273.709961
	Iteration 40F: 3 clusters Score -3.898734e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 309868 members 
Entering Unmasked Estep 
Score: -38987332.000000 Penalty: 6273.709961
	Iteration 41Q: 3 clusters Score -3.898733e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 310006 members 
Entering Unmasked Estep 
Score: -38987332.000000 Penalty: 6273.709961
	Iteration 42Q: 3 clusters Score -3.898733e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 310119 members 
Entering Unmasked Estep 
Score: -38987276.000000 Penalty: 6273.709961
	Iteration 43Q: 3 clusters Score -3.898728e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 310197 members 
Entering Unmasked Estep 
Score: -38987332.000000 Penalty: 6273.709961
	Iteration 44Q: 3 clusters Score -3.898733e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 310255 members 
Entering Unmasked Estep 
Score: -38987332.000000 Penalty: 6273.709961
	Iteration 45Q: 3 clusters Score -3.898733e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 310294 members 
Entering Unmasked Estep 
Score: -38987360.000000 Penalty: 6273.709961
	Iteration 46Q: 3 clusters Score -3.898736e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 310323 members 
Entering Unmasked Estep 
Score: -38987380.000000 Penalty: 6273.709961
	Iteration 47Q: 3 clusters Score -3.898738e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 310344 members 
Entering Unmasked Estep 
Score: -38987388.000000 Penalty: 6273.709961
	Iteration 48Q: 3 clusters Score -3.898739e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 310357 members 
Entering Unmasked Estep 
Score: -38987408.000000 Penalty: 6273.709961
	Iteration 49Q: 3 clusters Score -3.898741e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 310373 members 
Entering Unmasked Estep 
Score: -38987364.000000 Penalty: 6273.709961
	Iteration 50Q: 3 clusters Score -3.898736e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 310388 members 
Entering Unmasked Estep 
Score: -38987396.000000 Penalty: 6273.709961
	Iteration 51Q: 3 clusters Score -3.89874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 310410 members 
Entering Unmasked Estep 
Score: -38987360.000000 Penalty: 6273.709961
	Iteration 52Q: 3 clusters Score -3.898736e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 310431 members 
Entering Unmasked Estep 
Score: -38987348.000000 Penalty: 6273.709961
	Iteration 53Q: 3 clusters Score -3.898735e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 310442 members 
Entering Unmasked Estep 
Score: -38987352.000000 Penalty: 6273.709961
	Iteration 54Q: 3 clusters Score -3.898735e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 310457 members 
Entering Unmasked Estep 
Score: -38987340.000000 Penalty: 6273.709961
	Iteration 55Q: 3 clusters Score -3.898734e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 310465 members 
Entering Unmasked Estep 
Score: -38987348.000000 Penalty: 6273.709961
	Iteration 56Q: 3 clusters Score -3.898735e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 310472 members 
Entering Unmasked Estep 
Score: -38987356.000000 Penalty: 6273.709961
	Iteration 57Q: 3 clusters Score -3.898736e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 310479 members 
Entering Unmasked Estep 
Score: -38987364.000000 Penalty: 6273.709961
	Iteration 58Q: 3 clusters Score -3.898736e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 310481 members 
Entering Unmasked Estep 
Score: -38987380.000000 Penalty: 6273.709961
	Iteration 59Q: 3 clusters Score -3.898738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 310485 members 
Entering Unmasked Estep 
Score: -38987404.000000 Penalty: 6273.709961
	Iteration 60F: 3 clusters Score -3.89874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 310488 members 
Entering Unmasked Estep 
Score: -38987388.000000 Penalty: 6273.709961
	Iteration 61Q: 3 clusters Score -3.898739e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 310491 members 
Entering Unmasked Estep 
Score: -38987436.000000 Penalty: 6273.709961
	Iteration 62Q: 3 clusters Score -3.898744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 310491 members 
Entering Unmasked Estep 
Score: -38987412.000000 Penalty: 6273.709961
	Iteration 63Q: 3 clusters Score -3.898741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 310490 members 
Entering Unmasked Estep 
Score: -38987396.000000 Penalty: 6273.709961
	Iteration 64Q: 3 clusters Score -3.89874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 310491 members 
Entering Unmasked Estep 
Score: -38987400.000000 Penalty: 6273.709961
	Iteration 65Q: 3 clusters Score -3.89874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 310492 members 
Entering Unmasked Estep 
Score: -38987404.000000 Penalty: 6273.709961
	Iteration 66Q: 3 clusters Score -3.89874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 310493 members 
Entering Unmasked Estep 
Score: -38987428.000000 Penalty: 6273.709961
	Iteration 67Q: 3 clusters Score -3.898743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 310494 members 
Entering Unmasked Estep 
Score: -38987424.000000 Penalty: 6273.709961
	Iteration 68Q: 3 clusters Score -3.898742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 310495 members 
Entering Unmasked Estep 
Score: -38987392.000000 Penalty: 6273.709961
	Iteration 69Q: 3 clusters Score -3.898739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 310495 members 
Entering Unmasked Estep 
Score: -38987392.000000 Penalty: 6273.709961
	Iteration 70F: 3 clusters Score -3.898739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -245559.296875 Penalty: 1889.448120
	Iteration 0F: 2 clusters Score -245559.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -242914.578125 Penalty: 3778.896240
	Iteration 0F: 3 clusters Score -242914.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -243389.578125 Penalty: 3778.896240
	Iteration 1F: 3 clusters Score -243389.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -243534.921875 Penalty: 3778.896240
	Iteration 2F: 3 clusters Score -243534.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -243647.390625 Penalty: 3778.896240
	Iteration 3F: 3 clusters Score -243647.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -243742.500000 Penalty: 3778.896240
	Iteration 4Q: 3 clusters Score -243742.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -243822.875000 Penalty: 3778.896240
	Iteration 5Q: 3 clusters Score -243822.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -243925.328125 Penalty: 3778.896240
	Iteration 6Q: 3 clusters Score -243925.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -244033.656250 Penalty: 3778.896240
	Iteration 7Q: 3 clusters Score -244033.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -244148.265625 Penalty: 3778.896240
	Iteration 8Q: 3 clusters Score -244148.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -244241.578125 Penalty: 3778.896240
	Iteration 9Q: 3 clusters Score -244241.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -244310.781250 Penalty: 3778.896240
	Iteration 10Q: 3 clusters Score -244310.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -244373.484375 Penalty: 3778.896240
	Iteration 11Q: 3 clusters Score -244373.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -244439.968750 Penalty: 3778.896240
	Iteration 12Q: 3 clusters Score -244440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -244486.484375 Penalty: 3778.896240
	Iteration 13Q: 3 clusters Score -244486.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -244513.812500 Penalty: 3778.896240
	Iteration 14Q: 3 clusters Score -244513.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -244531.234375 Penalty: 3778.896240
	Iteration 15Q: 3 clusters Score -244531.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -244548.250000 Penalty: 3778.896240
	Iteration 16Q: 3 clusters Score -244548.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -244556.484375 Penalty: 3778.896240
	Iteration 17Q: 3 clusters Score -244556.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -244560.406250 Penalty: 3778.896240
	Iteration 18Q: 3 clusters Score -244560.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -244564.968750 Penalty: 3778.896240
	Iteration 19Q: 3 clusters Score -244565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -244567.609375 Penalty: 3778.896240
	Iteration 20F: 3 clusters Score -244567.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -244569.093750 Penalty: 3778.896240
	Iteration 21Q: 3 clusters Score -244569.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -244569.843750 Penalty: 3778.896240
	Iteration 22Q: 3 clusters Score -244569.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -244570.281250 Penalty: 3778.896240
	Iteration 23Q: 3 clusters Score -244570.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -244570.281250 Penalty: 3778.896240
	Iteration 24F: 3 clusters Score -244570.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (174714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174714 members 
Entering Unmasked Estep 
Score: -22034676.000000 Penalty: 2993.584717
	Iteration 0F: 2 clusters Score -2.203468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87451 members 
Mstep: Class 2 contains 87263 members 
Entering Unmasked Estep 
Score: -21918632.000000 Penalty: 5987.169434
	Iteration 0F: 3 clusters Score -2.191863e+07 nChanged 83820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89473 members 
Mstep: Class 2 contains 85241 members 
Entering Unmasked Estep 
Score: -21967178.000000 Penalty: 5987.169434
	Iteration 1F: 3 clusters Score -2.196718e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90576 members 
Mstep: Class 2 contains 84138 members 
Entering Unmasked Estep 
Score: -21968038.000000 Penalty: 5987.169434
	Iteration 2Q: 3 clusters Score -2.196804e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92349 members 
Mstep: Class 2 contains 82365 members 
Entering Unmasked Estep 
Score: -21969288.000000 Penalty: 5987.169434
	Iteration 3Q: 3 clusters Score -2.196929e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95009 members 
Mstep: Class 2 contains 79705 members 
Entering Unmasked Estep 
Score: -21971282.000000 Penalty: 5987.169434
	Iteration 4Q: 3 clusters Score -2.197128e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98907 members 
Mstep: Class 2 contains 75807 members 
Entering Unmasked Estep 
Score: -21974066.000000 Penalty: 5987.169434
	Iteration 5Q: 3 clusters Score -2.197407e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104270 members 
Mstep: Class 2 contains 70444 members 
Entering Unmasked Estep 
Score: -21978126.000000 Penalty: 5987.169434
	Iteration 6Q: 3 clusters Score -2.197813e+07 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111251 members 
Mstep: Class 2 contains 63463 members 
Entering Unmasked Estep 
Score: -21983786.000000 Penalty: 5987.169434
	Iteration 7F: 3 clusters Score -2.198379e+07 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119760 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
Score: -21991344.000000 Penalty: 5987.169434
	Iteration 8F: 3 clusters Score -2.199134e+07 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128775 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -21999582.000000 Penalty: 5987.169434
	Iteration 9F: 3 clusters Score -2.199958e+07 nChanged 10103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137356 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -22007328.000000 Penalty: 5987.169434
	Iteration 10F: 3 clusters Score -2.200733e+07 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144418 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -22013774.000000 Penalty: 5987.169434
	Iteration 11Q: 3 clusters Score -2.201377e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149983 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -22018250.000000 Penalty: 5987.169434
	Iteration 12Q: 3 clusters Score -2.201825e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154551 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -22021550.000000 Penalty: 5987.169434
	Iteration 13Q: 3 clusters Score -2.202155e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158393 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -22023988.000000 Penalty: 5987.169434
	Iteration 14Q: 3 clusters Score -2.202399e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161677 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -22026160.000000 Penalty: 5987.169434
	Iteration 15Q: 3 clusters Score -2.202616e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164505 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -22027744.000000 Penalty: 5987.169434
	Iteration 16Q: 3 clusters Score -2.202774e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166843 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -22028952.000000 Penalty: 5987.169434
	Iteration 17Q: 3 clusters Score -2.202895e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168697 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -22029924.000000 Penalty: 5987.169434
	Iteration 18Q: 3 clusters Score -2.202992e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170109 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -22030572.000000 Penalty: 5987.169434
	Iteration 19Q: 3 clusters Score -2.203057e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171164 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -22031040.000000 Penalty: 5987.169434
	Iteration 20F: 3 clusters Score -2.203104e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171899 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -22031306.000000 Penalty: 5987.169434
	Iteration 21Q: 3 clusters Score -2.203131e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172400 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -22031530.000000 Penalty: 5987.169434
	Iteration 22Q: 3 clusters Score -2.203153e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172756 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -22031742.000000 Penalty: 5987.169434
	Iteration 23Q: 3 clusters Score -2.203174e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173027 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -22031882.000000 Penalty: 5987.169434
	Iteration 24Q: 3 clusters Score -2.203188e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173219 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -22031954.000000 Penalty: 5987.169434
	Iteration 25Q: 3 clusters Score -2.203195e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173355 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -22031998.000000 Penalty: 5987.169434
	Iteration 26Q: 3 clusters Score -2.2032e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173449 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -22032074.000000 Penalty: 5987.169434
	Iteration 27Q: 3 clusters Score -2.203207e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173535 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -22032126.000000 Penalty: 5987.169434
	Iteration 28Q: 3 clusters Score -2.203213e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173587 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -22032162.000000 Penalty: 5987.169434
	Iteration 29Q: 3 clusters Score -2.203216e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173626 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -22032166.000000 Penalty: 5987.169434
	Iteration 30Q: 3 clusters Score -2.203217e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173656 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -22032184.000000 Penalty: 5987.169434
	Iteration 31Q: 3 clusters Score -2.203218e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173682 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -22032178.000000 Penalty: 5987.169434
	Iteration 32Q: 3 clusters Score -2.203218e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173709 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -22032200.000000 Penalty: 5987.169434
	Iteration 33Q: 3 clusters Score -2.20322e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173731 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -22032212.000000 Penalty: 5987.169434
	Iteration 34Q: 3 clusters Score -2.203221e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173756 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -22032208.000000 Penalty: 5987.169434
	Iteration 35Q: 3 clusters Score -2.203221e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173775 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -22032204.000000 Penalty: 5987.169434
	Iteration 36Q: 3 clusters Score -2.20322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173789 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -22032216.000000 Penalty: 5987.169434
	Iteration 37Q: 3 clusters Score -2.203222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173802 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -22032194.000000 Penalty: 5987.169434
	Iteration 38Q: 3 clusters Score -2.203219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173805 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -22032202.000000 Penalty: 5987.169434
	Iteration 39Q: 3 clusters Score -2.20322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173804 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -22032210.000000 Penalty: 5987.169434
	Iteration 40F: 3 clusters Score -2.203221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173806 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -22032202.000000 Penalty: 5987.169434
	Iteration 41Q: 3 clusters Score -2.20322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173811 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -22032214.000000 Penalty: 5987.169434
	Iteration 42Q: 3 clusters Score -2.203221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173816 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -22032218.000000 Penalty: 5987.169434
	Iteration 43Q: 3 clusters Score -2.203222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173826 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -22032228.000000 Penalty: 5987.169434
	Iteration 44Q: 3 clusters Score -2.203223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173837 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -22032238.000000 Penalty: 5987.169434
	Iteration 45Q: 3 clusters Score -2.203224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173841 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -22032248.000000 Penalty: 5987.169434
	Iteration 46Q: 3 clusters Score -2.203225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173849 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -22032276.000000 Penalty: 5987.169434
	Iteration 47Q: 3 clusters Score -2.203228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173859 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -22032280.000000 Penalty: 5987.169434
	Iteration 48Q: 3 clusters Score -2.203228e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173875 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -22032294.000000 Penalty: 5987.169434
	Iteration 49Q: 3 clusters Score -2.203229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173881 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -22032278.000000 Penalty: 5987.169434
	Iteration 50Q: 3 clusters Score -2.203228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173882 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -22032286.000000 Penalty: 5987.169434
	Iteration 51Q: 3 clusters Score -2.203229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173886 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -22032276.000000 Penalty: 5987.169434
	Iteration 52Q: 3 clusters Score -2.203228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173888 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -22032284.000000 Penalty: 5987.169434
	Iteration 53Q: 3 clusters Score -2.203228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173894 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -22032286.000000 Penalty: 5987.169434
	Iteration 54Q: 3 clusters Score -2.203229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173897 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -22032294.000000 Penalty: 5987.169434
	Iteration 55Q: 3 clusters Score -2.203229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173897 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -22032294.000000 Penalty: 5987.169434
	Iteration 56Q: 3 clusters Score -2.203229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173900 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -22032286.000000 Penalty: 5987.169434
	Iteration 57Q: 3 clusters Score -2.203229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173902 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -22032292.000000 Penalty: 5987.169434
	Iteration 58Q: 3 clusters Score -2.203229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173904 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -22032288.000000 Penalty: 5987.169434
	Iteration 59Q: 3 clusters Score -2.203229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173908 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -22032290.000000 Penalty: 5987.169434
	Iteration 60F: 3 clusters Score -2.203229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173908 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -22032306.000000 Penalty: 5987.169434
	Iteration 61Q: 3 clusters Score -2.203231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173908 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -22032306.000000 Penalty: 5987.169434
	Iteration 62F: 3 clusters Score -2.203231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -68433.250000 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -68433.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66851.187500 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -66851.19 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67362.687500 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -67362.69 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67749.914062 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -67749.91 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -68024.703125 Penalty: 3232.031738
	Iteration 3F: 3 clusters Score -68024.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68405.078125 Penalty: 3232.031738
	Iteration 4F: 3 clusters Score -68405.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68891.429688 Penalty: 3232.031738
	Iteration 5F: 3 clusters Score -68891.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -69205.304688 Penalty: 3232.031738
	Iteration 6F: 3 clusters Score -69205.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -69523.242188 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -69523.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69924.664062 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -69924.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69938.093750 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -69938.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69955.156250 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -69955.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70042.281250 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -70042.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70183.953125 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -70183.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70183.953125 Penalty: 3232.031738
	Iteration 13F: 3 clusters Score -70183.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170709 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311330 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174714 members 
Mstep: Class 9 contains 393 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104894 members 
Mstep: Class 14 contains 39507 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31344 members 
Entering Unmasked Estep 
Score: -119284640.000000 Penalty: 71765.531250
Splitting cluster 9 changes total score from -119284704.000000 to -119284640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -591272.000000 Penalty: 2108.616455
	Iteration 0F: 2 clusters Score -591272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -586837.312500 Penalty: 4217.232910
	Iteration 0F: 3 clusters Score -586837.3 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -587925.750000 Penalty: 4217.232910
	Iteration 1F: 3 clusters Score -587925.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -588158.750000 Penalty: 4217.232910
	Iteration 2F: 3 clusters Score -588158.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -588291.062500 Penalty: 4217.232910
	Iteration 3F: 3 clusters Score -588291.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -588384.812500 Penalty: 4217.232910
	Iteration 4Q: 3 clusters Score -588384.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -588476.312500 Penalty: 4217.232910
	Iteration 5Q: 3 clusters Score -588476.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -588585.437500 Penalty: 4217.232910
	Iteration 6Q: 3 clusters Score -588585.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -588686.437500 Penalty: 4217.232910
	Iteration 7Q: 3 clusters Score -588686.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -588777.500000 Penalty: 4217.232910
	Iteration 8Q: 3 clusters Score -588777.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -588879.562500 Penalty: 4217.232910
	Iteration 9Q: 3 clusters Score -588879.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -588971.187500 Penalty: 4217.232910
	Iteration 10Q: 3 clusters Score -588971.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -589072.062500 Penalty: 4217.232910
	Iteration 11Q: 3 clusters Score -589072.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -589179.812500 Penalty: 4217.232910
	Iteration 12Q: 3 clusters Score -589179.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -589270.437500 Penalty: 4217.232910
	Iteration 13Q: 3 clusters Score -589270.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -589359.687500 Penalty: 4217.232910
	Iteration 14Q: 3 clusters Score -589359.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -589445.125000 Penalty: 4217.232910
	Iteration 15Q: 3 clusters Score -589445.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -589512.750000 Penalty: 4217.232910
	Iteration 16Q: 3 clusters Score -589512.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -589586.375000 Penalty: 4217.232910
	Iteration 17Q: 3 clusters Score -589586.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -589661.875000 Penalty: 4217.232910
	Iteration 18Q: 3 clusters Score -589661.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -589717.625000 Penalty: 4217.232910
	Iteration 19Q: 3 clusters Score -589717.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -589745.750000 Penalty: 4217.232910
	Iteration 20F: 3 clusters Score -589745.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -589765.125000 Penalty: 4217.232910
	Iteration 21Q: 3 clusters Score -589765.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -589784.250000 Penalty: 4217.232910
	Iteration 22Q: 3 clusters Score -589784.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -589801.750000 Penalty: 4217.232910
	Iteration 23Q: 3 clusters Score -589801.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -589815.937500 Penalty: 4217.232910
	Iteration 24Q: 3 clusters Score -589815.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -589824.250000 Penalty: 4217.232910
	Iteration 25Q: 3 clusters Score -589824.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -589832.625000 Penalty: 4217.232910
	Iteration 26Q: 3 clusters Score -589832.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -589836.562500 Penalty: 4217.232910
	Iteration 27Q: 3 clusters Score -589836.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -589840.875000 Penalty: 4217.232910
	Iteration 28Q: 3 clusters Score -589840.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -589848.375000 Penalty: 4217.232910
	Iteration 29Q: 3 clusters Score -589848.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -589854.375000 Penalty: 4217.232910
	Iteration 30Q: 3 clusters Score -589854.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -589860.500000 Penalty: 4217.232910
	Iteration 31Q: 3 clusters Score -589860.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -589866.250000 Penalty: 4217.232910
	Iteration 32Q: 3 clusters Score -589866.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -589875.750000 Penalty: 4217.232910
	Iteration 33Q: 3 clusters Score -589875.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -589885.750000 Penalty: 4217.232910
	Iteration 34Q: 3 clusters Score -589885.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -589897.750000 Penalty: 4217.232910
	Iteration 35Q: 3 clusters Score -589897.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -589907.937500 Penalty: 4217.232910
	Iteration 36Q: 3 clusters Score -589907.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -589918.250000 Penalty: 4217.232910
	Iteration 37Q: 3 clusters Score -589918.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -589927.312500 Penalty: 4217.232910
	Iteration 38Q: 3 clusters Score -589927.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -589937.562500 Penalty: 4217.232910
	Iteration 39Q: 3 clusters Score -589937.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -589948.562500 Penalty: 4217.232910
	Iteration 40F: 3 clusters Score -589948.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -589956.062500 Penalty: 4217.232910
	Iteration 41Q: 3 clusters Score -589956.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -589962.625000 Penalty: 4217.232910
	Iteration 42Q: 3 clusters Score -589962.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -589964.500000 Penalty: 4217.232910
	Iteration 43Q: 3 clusters Score -589964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -589966.125000 Penalty: 4217.232910
	Iteration 44Q: 3 clusters Score -589966.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -589966.500000 Penalty: 4217.232910
	Iteration 45Q: 3 clusters Score -589966.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -589966.500000 Penalty: 4217.232910
	Iteration 46F: 3 clusters Score -589966.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -34647.453125 Penalty: 1456.982910
	Iteration 0F: 2 clusters Score -34647.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33310.324219 Penalty: 2913.965820
	Iteration 0F: 3 clusters Score -33310.32 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33548.898438 Penalty: 2913.965820
	Iteration 1F: 3 clusters Score -33548.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33688.921875 Penalty: 2913.965820
	Iteration 2F: 3 clusters Score -33688.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33777.691406 Penalty: 2913.965820
	Iteration 3Q: 3 clusters Score -33777.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33836.953125 Penalty: 2913.965820
	Iteration 4Q: 3 clusters Score -33836.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33940.320312 Penalty: 2913.965820
	Iteration 5Q: 3 clusters Score -33940.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33970.875000 Penalty: 2913.965820
	Iteration 6Q: 3 clusters Score -33970.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34006.140625 Penalty: 2913.965820
	Iteration 7Q: 3 clusters Score -34006.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34021.906250 Penalty: 2913.965820
	Iteration 8Q: 3 clusters Score -34021.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34066.242188 Penalty: 2913.965820
	Iteration 9Q: 3 clusters Score -34066.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34137.351562 Penalty: 2913.965820
	Iteration 10Q: 3 clusters Score -34137.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34462.460938 Penalty: 2913.965820
	Iteration 11Q: 3 clusters Score -34462.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34570.250000 Penalty: 2913.965820
	Iteration 12F: 3 clusters Score -34570.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34681.671875 Penalty: 2913.965820
	Iteration 13Q: 3 clusters Score -34681.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34746.292969 Penalty: 2913.965820
	Iteration 14Q: 3 clusters Score -34746.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34787.601562 Penalty: 2913.965820
	Iteration 15Q: 3 clusters Score -34787.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34802.554688 Penalty: 2913.965820
	Iteration 16Q: 3 clusters Score -34802.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34815.878906 Penalty: 2913.965820
	Iteration 17Q: 3 clusters Score -34815.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34832.718750 Penalty: 2913.965820
	Iteration 18Q: 3 clusters Score -34832.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34836.113281 Penalty: 2913.965820
	Iteration 19F: 3 clusters Score -34836.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34862.453125 Penalty: 2913.965820
	Iteration 20F: 3 clusters Score -34862.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170709 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311330 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174714 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 127 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104894 members 
Mstep: Class 14 contains 39507 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 18 contains 229 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 31344 members 
Entering Unmasked Estep 
Score: -119282952.000000 Penalty: 71765.531250
Splitting cluster 11 changes total score from -119284704.000000 to -119282952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -27114.908203 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -27114.91 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 128 members 
Entering Unmasked Estep 
Score: -25856.285156 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -25856.29 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26052.394531 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -26052.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26147.162109 Penalty: 2822.418457
	Iteration 2F: 3 clusters Score -26147.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26211.744141 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -26211.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26294.496094 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -26294.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26382.232422 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -26382.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26414.248047 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -26414.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26435.429688 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -26435.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26450.861328 Penalty: 2822.418457
	Iteration 8Q: 3 clusters Score -26450.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26458.298828 Penalty: 2822.418457
	Iteration 9Q: 3 clusters Score -26458.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26474.634766 Penalty: 2822.418457
	Iteration 10Q: 3 clusters Score -26474.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -26477.529297 Penalty: 2822.418457
	Iteration 11Q: 3 clusters Score -26477.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -26477.529297 Penalty: 2822.418457
	Iteration 12F: 3 clusters Score -26477.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (104894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104894 members 
Entering Unmasked Estep 
Score: -13275792.000000 Penalty: 2867.054932
	Iteration 0F: 2 clusters Score -1.327579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -13205801.000000 Penalty: 5734.109863
	Iteration 0F: 3 clusters Score -1.32058e+07 nChanged 49500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -13233748.000000 Penalty: 5734.109863
	Iteration 1F: 3 clusters Score -1.323375e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -13234524.000000 Penalty: 5734.109863
	Iteration 2Q: 3 clusters Score -1.323452e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 49827 members 
Entering Unmasked Estep 
Score: -13235409.000000 Penalty: 5734.109863
	Iteration 3Q: 3 clusters Score -1.323541e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56524 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -13236293.000000 Penalty: 5734.109863
	Iteration 4Q: 3 clusters Score -1.323629e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -13237812.000000 Penalty: 5734.109863
	Iteration 5Q: 3 clusters Score -1.323781e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -13240254.000000 Penalty: 5734.109863
	Iteration 6Q: 3 clusters Score -1.324025e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65964 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -13243629.000000 Penalty: 5734.109863
	Iteration 7F: 3 clusters Score -1.324363e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -13248344.000000 Penalty: 5734.109863
	Iteration 8F: 3 clusters Score -1.324834e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77608 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -13254268.000000 Penalty: 5734.109863
	Iteration 9F: 3 clusters Score -1.325427e+07 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83493 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -13260376.000000 Penalty: 5734.109863
	Iteration 10F: 3 clusters Score -1.326038e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88075 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -13265024.000000 Penalty: 5734.109863
	Iteration 11F: 3 clusters Score -1.326502e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91096 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -13267791.000000 Penalty: 5734.109863
	Iteration 12Q: 3 clusters Score -1.326779e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93132 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -13269227.000000 Penalty: 5734.109863
	Iteration 13Q: 3 clusters Score -1.326923e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94756 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -13270200.000000 Penalty: 5734.109863
	Iteration 14Q: 3 clusters Score -1.32702e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96128 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -13270936.000000 Penalty: 5734.109863
	Iteration 15Q: 3 clusters Score -1.327094e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97296 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -13271501.000000 Penalty: 5734.109863
	Iteration 16Q: 3 clusters Score -1.32715e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98286 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -13271973.000000 Penalty: 5734.109863
	Iteration 17Q: 3 clusters Score -1.327197e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99166 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -13272419.000000 Penalty: 5734.109863
	Iteration 18Q: 3 clusters Score -1.327242e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99911 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -13272740.000000 Penalty: 5734.109863
	Iteration 19Q: 3 clusters Score -1.327274e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -13273065.000000 Penalty: 5734.109863
	Iteration 20F: 3 clusters Score -1.327306e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101065 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -13273197.000000 Penalty: 5734.109863
	Iteration 21Q: 3 clusters Score -1.32732e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101480 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -13273313.000000 Penalty: 5734.109863
	Iteration 22Q: 3 clusters Score -1.327331e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101815 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -13273465.000000 Penalty: 5734.109863
	Iteration 23Q: 3 clusters Score -1.327346e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102100 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -13273568.000000 Penalty: 5734.109863
	Iteration 24Q: 3 clusters Score -1.327357e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102318 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -13273622.000000 Penalty: 5734.109863
	Iteration 25Q: 3 clusters Score -1.327362e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102511 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -13273652.000000 Penalty: 5734.109863
	Iteration 26Q: 3 clusters Score -1.327365e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102668 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -13273733.000000 Penalty: 5734.109863
	Iteration 27Q: 3 clusters Score -1.327373e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102825 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -13273799.000000 Penalty: 5734.109863
	Iteration 28Q: 3 clusters Score -1.32738e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102953 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -13273815.000000 Penalty: 5734.109863
	Iteration 29Q: 3 clusters Score -1.327382e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103066 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -13273858.000000 Penalty: 5734.109863
	Iteration 30Q: 3 clusters Score -1.327386e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103154 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -13273870.000000 Penalty: 5734.109863
	Iteration 31Q: 3 clusters Score -1.327387e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103225 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -13273892.000000 Penalty: 5734.109863
	Iteration 32Q: 3 clusters Score -1.327389e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103289 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -13273905.000000 Penalty: 5734.109863
	Iteration 33Q: 3 clusters Score -1.32739e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103334 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -13273902.000000 Penalty: 5734.109863
	Iteration 34Q: 3 clusters Score -1.32739e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103371 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -13273938.000000 Penalty: 5734.109863
	Iteration 35Q: 3 clusters Score -1.327394e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103403 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -13273942.000000 Penalty: 5734.109863
	Iteration 36Q: 3 clusters Score -1.327394e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103442 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -13273953.000000 Penalty: 5734.109863
	Iteration 37Q: 3 clusters Score -1.327395e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103485 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -13273969.000000 Penalty: 5734.109863
	Iteration 38Q: 3 clusters Score -1.327397e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103533 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -13273977.000000 Penalty: 5734.109863
	Iteration 39Q: 3 clusters Score -1.327398e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103577 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -13273998.000000 Penalty: 5734.109863
	Iteration 40F: 3 clusters Score -1.3274e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103607 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -13274012.000000 Penalty: 5734.109863
	Iteration 41Q: 3 clusters Score -1.327401e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103635 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -13274014.000000 Penalty: 5734.109863
	Iteration 42Q: 3 clusters Score -1.327401e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103656 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -13274027.000000 Penalty: 5734.109863
	Iteration 43Q: 3 clusters Score -1.327403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103672 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -13274022.000000 Penalty: 5734.109863
	Iteration 44Q: 3 clusters Score -1.327402e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103690 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -13274007.000000 Penalty: 5734.109863
	Iteration 45Q: 3 clusters Score -1.327401e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103703 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -13274010.000000 Penalty: 5734.109863
	Iteration 46Q: 3 clusters Score -1.327401e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103725 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -13274038.000000 Penalty: 5734.109863
	Iteration 47Q: 3 clusters Score -1.327404e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103746 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -13274051.000000 Penalty: 5734.109863
	Iteration 48Q: 3 clusters Score -1.327405e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103762 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -13274053.000000 Penalty: 5734.109863
	Iteration 49Q: 3 clusters Score -1.327405e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103781 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -13274064.000000 Penalty: 5734.109863
	Iteration 50Q: 3 clusters Score -1.327406e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103804 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -13274074.000000 Penalty: 5734.109863
	Iteration 51Q: 3 clusters Score -1.327407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103817 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -13274071.000000 Penalty: 5734.109863
	Iteration 52Q: 3 clusters Score -1.327407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103831 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -13274066.000000 Penalty: 5734.109863
	Iteration 53Q: 3 clusters Score -1.327407e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103849 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -13274073.000000 Penalty: 5734.109863
	Iteration 54Q: 3 clusters Score -1.327407e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103867 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -13274057.000000 Penalty: 5734.109863
	Iteration 55Q: 3 clusters Score -1.327406e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103885 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -13274057.000000 Penalty: 5734.109863
	Iteration 56Q: 3 clusters Score -1.327406e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103909 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -13274069.000000 Penalty: 5734.109863
	Iteration 57Q: 3 clusters Score -1.327407e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103923 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -13274082.000000 Penalty: 5734.109863
	Iteration 58Q: 3 clusters Score -1.327408e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103941 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -13274092.000000 Penalty: 5734.109863
	Iteration 59Q: 3 clusters Score -1.327409e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103963 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -13274113.000000 Penalty: 5734.109863
	Iteration 60F: 3 clusters Score -1.327411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103972 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -13274112.000000 Penalty: 5734.109863
	Iteration 61Q: 3 clusters Score -1.327411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103979 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -13274126.000000 Penalty: 5734.109863
	Iteration 62Q: 3 clusters Score -1.327413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103984 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -13274117.000000 Penalty: 5734.109863
	Iteration 63Q: 3 clusters Score -1.327412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103986 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -13274111.000000 Penalty: 5734.109863
	Iteration 64Q: 3 clusters Score -1.327411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103991 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -13274121.000000 Penalty: 5734.109863
	Iteration 65Q: 3 clusters Score -1.327412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103997 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -13274118.000000 Penalty: 5734.109863
	Iteration 66Q: 3 clusters Score -1.327412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104002 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -13274136.000000 Penalty: 5734.109863
	Iteration 67Q: 3 clusters Score -1.327414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104005 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -13274134.000000 Penalty: 5734.109863
	Iteration 68Q: 3 clusters Score -1.327413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104005 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -13274126.000000 Penalty: 5734.109863
	Iteration 69Q: 3 clusters Score -1.327413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104010 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -13274136.000000 Penalty: 5734.109863
	Iteration 70Q: 3 clusters Score -1.327414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104016 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -13274136.000000 Penalty: 5734.109863
	Iteration 71Q: 3 clusters Score -1.327414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104021 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -13274128.000000 Penalty: 5734.109863
	Iteration 72Q: 3 clusters Score -1.327413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104021 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -13274129.000000 Penalty: 5734.109863
	Iteration 73Q: 3 clusters Score -1.327413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104021 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -13274129.000000 Penalty: 5734.109863
	Iteration 74F: 3 clusters Score -1.327413e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Entering Unmasked Estep 
Score: -5031433.000000 Penalty: 2624.889893
	Iteration 0F: 2 clusters Score -5031433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -5004476.000000 Penalty: 5249.779785
	Iteration 0F: 3 clusters Score -5004476 nChanged 18257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -5014781.500000 Penalty: 5249.779785
	Iteration 1F: 3 clusters Score -5014782 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -5015375.000000 Penalty: 5249.779785
	Iteration 2Q: 3 clusters Score -5015375 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -5015918.500000 Penalty: 5249.779785
	Iteration 3Q: 3 clusters Score -5015918 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -5016479.500000 Penalty: 5249.779785
	Iteration 4Q: 3 clusters Score -5016480 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -5017021.500000 Penalty: 5249.779785
	Iteration 5Q: 3 clusters Score -5017022 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -5017700.000000 Penalty: 5249.779785
	Iteration 6Q: 3 clusters Score -5017700 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -5018646.000000 Penalty: 5249.779785
	Iteration 7Q: 3 clusters Score -5018646 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -5019887.000000 Penalty: 5249.779785
	Iteration 8F: 3 clusters Score -5019887 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -5021528.000000 Penalty: 5249.779785
	Iteration 9F: 3 clusters Score -5021528 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -5023405.000000 Penalty: 5249.779785
	Iteration 10F: 3 clusters Score -5023405 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -5025181.000000 Penalty: 5249.779785
	Iteration 11F: 3 clusters Score -5025181 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -5026526.500000 Penalty: 5249.779785
	Iteration 12Q: 3 clusters Score -5026526 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -5027494.000000 Penalty: 5249.779785
	Iteration 13Q: 3 clusters Score -5027494 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -5028057.000000 Penalty: 5249.779785
	Iteration 14Q: 3 clusters Score -5028057 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -5028413.500000 Penalty: 5249.779785
	Iteration 15Q: 3 clusters Score -5028414 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -5028660.500000 Penalty: 5249.779785
	Iteration 16Q: 3 clusters Score -5028660 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -5028827.500000 Penalty: 5249.779785
	Iteration 17Q: 3 clusters Score -5028828 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -5028982.000000 Penalty: 5249.779785
	Iteration 18Q: 3 clusters Score -5028982 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -5029097.500000 Penalty: 5249.779785
	Iteration 19Q: 3 clusters Score -5029098 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5029207.500000 Penalty: 5249.779785
	Iteration 20F: 3 clusters Score -5029208 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5029299.500000 Penalty: 5249.779785
	Iteration 21Q: 3 clusters Score -5029300 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5029382.500000 Penalty: 5249.779785
	Iteration 22Q: 3 clusters Score -5029382 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5029455.500000 Penalty: 5249.779785
	Iteration 23Q: 3 clusters Score -5029456 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5029500.000000 Penalty: 5249.779785
	Iteration 24Q: 3 clusters Score -5029500 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5029538.500000 Penalty: 5249.779785
	Iteration 25Q: 3 clusters Score -5029538 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5029552.000000 Penalty: 5249.779785
	Iteration 26Q: 3 clusters Score -5029552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5029557.500000 Penalty: 5249.779785
	Iteration 27Q: 3 clusters Score -5029558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5029575.000000 Penalty: 5249.779785
	Iteration 28Q: 3 clusters Score -5029575 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5029578.500000 Penalty: 5249.779785
	Iteration 29Q: 3 clusters Score -5029578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -5029590.500000 Penalty: 5249.779785
	Iteration 30Q: 3 clusters Score -5029590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5029596.000000 Penalty: 5249.779785
	Iteration 31Q: 3 clusters Score -5029596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5029607.500000 Penalty: 5249.779785
	Iteration 32Q: 3 clusters Score -5029608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5029599.500000 Penalty: 5249.779785
	Iteration 33Q: 3 clusters Score -5029600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5029603.000000 Penalty: 5249.779785
	Iteration 34Q: 3 clusters Score -5029603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5029604.500000 Penalty: 5249.779785
	Iteration 35Q: 3 clusters Score -5029604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5029609.000000 Penalty: 5249.779785
	Iteration 36Q: 3 clusters Score -5029609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5029613.500000 Penalty: 5249.779785
	Iteration 37Q: 3 clusters Score -5029614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5029616.000000 Penalty: 5249.779785
	Iteration 38Q: 3 clusters Score -5029616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5029619.500000 Penalty: 5249.779785
	Iteration 39Q: 3 clusters Score -5029620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5029619.000000 Penalty: 5249.779785
	Iteration 40F: 3 clusters Score -5029619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5029621.500000 Penalty: 5249.779785
	Iteration 41Q: 3 clusters Score -5029622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5029625.500000 Penalty: 5249.779785
	Iteration 42Q: 3 clusters Score -5029626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5029629.000000 Penalty: 5249.779785
	Iteration 43Q: 3 clusters Score -5029629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5029621.000000 Penalty: 5249.779785
	Iteration 44Q: 3 clusters Score -5029621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5029620.000000 Penalty: 5249.779785
	Iteration 45Q: 3 clusters Score -5029620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5029617.500000 Penalty: 5249.779785
	Iteration 46Q: 3 clusters Score -5029618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5029615.500000 Penalty: 5249.779785
	Iteration 47Q: 3 clusters Score -5029616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5029614.000000 Penalty: 5249.779785
	Iteration 48Q: 3 clusters Score -5029614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5029614.500000 Penalty: 5249.779785
	Iteration 49Q: 3 clusters Score -5029614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5029614.000000 Penalty: 5249.779785
	Iteration 50Q: 3 clusters Score -5029614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5029617.500000 Penalty: 5249.779785
	Iteration 51Q: 3 clusters Score -5029618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5029617.000000 Penalty: 5249.779785
	Iteration 52Q: 3 clusters Score -5029617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5029617.000000 Penalty: 5249.779785
	Iteration 53F: 3 clusters Score -5029617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Entering Unmasked Estep 
Score: -5813972.000000 Penalty: 2661.128662
	Iteration 0F: 2 clusters Score -5813972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -5783146.000000 Penalty: 5322.257324
	Iteration 0F: 3 clusters Score -5783146 nChanged 21064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -5795372.000000 Penalty: 5322.257324
	Iteration 1F: 3 clusters Score -5795372 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -5796759.500000 Penalty: 5322.257324
	Iteration 2F: 3 clusters Score -5796760 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -5798696.500000 Penalty: 5322.257324
	Iteration 3F: 3 clusters Score -5798696 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -5801128.000000 Penalty: 5322.257324
	Iteration 4F: 3 clusters Score -5801128 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -5803720.500000 Penalty: 5322.257324
	Iteration 5F: 3 clusters Score -5803720 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -5806021.500000 Penalty: 5322.257324
	Iteration 6F: 3 clusters Score -5806022 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -5807706.000000 Penalty: 5322.257324
	Iteration 7F: 3 clusters Score -5807706 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -5808940.000000 Penalty: 5322.257324
	Iteration 8Q: 3 clusters Score -5808940 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -5809793.000000 Penalty: 5322.257324
	Iteration 9Q: 3 clusters Score -5809793 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -5810339.500000 Penalty: 5322.257324
	Iteration 10Q: 3 clusters Score -5810340 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -5810619.000000 Penalty: 5322.257324
	Iteration 11Q: 3 clusters Score -5810619 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -5810894.000000 Penalty: 5322.257324
	Iteration 12Q: 3 clusters Score -5810894 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -5811040.500000 Penalty: 5322.257324
	Iteration 13Q: 3 clusters Score -5811040 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -5811169.000000 Penalty: 5322.257324
	Iteration 14Q: 3 clusters Score -5811169 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -5811307.500000 Penalty: 5322.257324
	Iteration 15Q: 3 clusters Score -5811308 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -5811441.000000 Penalty: 5322.257324
	Iteration 16Q: 3 clusters Score -5811441 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -5811564.000000 Penalty: 5322.257324
	Iteration 17Q: 3 clusters Score -5811564 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -5811662.500000 Penalty: 5322.257324
	Iteration 18Q: 3 clusters Score -5811662 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -5811779.500000 Penalty: 5322.257324
	Iteration 19Q: 3 clusters Score -5811780 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -5811877.000000 Penalty: 5322.257324
	Iteration 20F: 3 clusters Score -5811877 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -5811980.000000 Penalty: 5322.257324
	Iteration 21Q: 3 clusters Score -5811980 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -5812074.500000 Penalty: 5322.257324
	Iteration 22Q: 3 clusters Score -5812074 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -5812123.500000 Penalty: 5322.257324
	Iteration 23Q: 3 clusters Score -5812124 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -5812184.000000 Penalty: 5322.257324
	Iteration 24Q: 3 clusters Score -5812184 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -5812224.000000 Penalty: 5322.257324
	Iteration 25Q: 3 clusters Score -5812224 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -5812255.500000 Penalty: 5322.257324
	Iteration 26Q: 3 clusters Score -5812256 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -5812292.500000 Penalty: 5322.257324
	Iteration 27Q: 3 clusters Score -5812292 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -5812308.500000 Penalty: 5322.257324
	Iteration 28Q: 3 clusters Score -5812308 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -5812325.500000 Penalty: 5322.257324
	Iteration 29Q: 3 clusters Score -5812326 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -5812352.500000 Penalty: 5322.257324
	Iteration 30Q: 3 clusters Score -5812352 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -5812370.500000 Penalty: 5322.257324
	Iteration 31Q: 3 clusters Score -5812370 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -5812386.000000 Penalty: 5322.257324
	Iteration 32Q: 3 clusters Score -5812386 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -5812393.500000 Penalty: 5322.257324
	Iteration 33Q: 3 clusters Score -5812394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -5812409.000000 Penalty: 5322.257324
	Iteration 34Q: 3 clusters Score -5812409 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -5812426.500000 Penalty: 5322.257324
	Iteration 35Q: 3 clusters Score -5812426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -5812415.500000 Penalty: 5322.257324
	Iteration 36Q: 3 clusters Score -5812416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -5812430.000000 Penalty: 5322.257324
	Iteration 37Q: 3 clusters Score -5812430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -5812433.000000 Penalty: 5322.257324
	Iteration 38Q: 3 clusters Score -5812433 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -5812437.000000 Penalty: 5322.257324
	Iteration 39Q: 3 clusters Score -5812437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -5812443.500000 Penalty: 5322.257324
	Iteration 40F: 3 clusters Score -5812444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -5812456.500000 Penalty: 5322.257324
	Iteration 41Q: 3 clusters Score -5812456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -5812457.500000 Penalty: 5322.257324
	Iteration 42Q: 3 clusters Score -5812458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -5812463.000000 Penalty: 5322.257324
	Iteration 43Q: 3 clusters Score -5812463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -5812459.500000 Penalty: 5322.257324
	Iteration 44Q: 3 clusters Score -5812460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -5812467.500000 Penalty: 5322.257324
	Iteration 45Q: 3 clusters Score -5812468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -5812461.000000 Penalty: 5322.257324
	Iteration 46Q: 3 clusters Score -5812461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -5812457.500000 Penalty: 5322.257324
	Iteration 47Q: 3 clusters Score -5812458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -5812457.500000 Penalty: 5322.257324
	Iteration 48Q: 3 clusters Score -5812458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -5812474.000000 Penalty: 5322.257324
	Iteration 49Q: 3 clusters Score -5812474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -5812470.000000 Penalty: 5322.257324
	Iteration 50Q: 3 clusters Score -5812470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -5812474.500000 Penalty: 5322.257324
	Iteration 51Q: 3 clusters Score -5812474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -5812482.000000 Penalty: 5322.257324
	Iteration 52Q: 3 clusters Score -5812482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -5812486.500000 Penalty: 5322.257324
	Iteration 53Q: 3 clusters Score -5812486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -5812479.000000 Penalty: 5322.257324
	Iteration 54Q: 3 clusters Score -5812479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -5812477.500000 Penalty: 5322.257324
	Iteration 55Q: 3 clusters Score -5812478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -5812492.000000 Penalty: 5322.257324
	Iteration 56Q: 3 clusters Score -5812492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -5812491.000000 Penalty: 5322.257324
	Iteration 57Q: 3 clusters Score -5812491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -5812497.500000 Penalty: 5322.257324
	Iteration 58Q: 3 clusters Score -5812498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -5812497.500000 Penalty: 5322.257324
	Iteration 59Q: 3 clusters Score -5812498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -5812499.500000 Penalty: 5322.257324
	Iteration 60F: 3 clusters Score -5812500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -5812501.500000 Penalty: 5322.257324
	Iteration 61Q: 3 clusters Score -5812502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -5812499.500000 Penalty: 5322.257324
	Iteration 62Q: 3 clusters Score -5812500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -5812502.000000 Penalty: 5322.257324
	Iteration 63Q: 3 clusters Score -5812502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -5812504.000000 Penalty: 5322.257324
	Iteration 64Q: 3 clusters Score -5812504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -5812510.000000 Penalty: 5322.257324
	Iteration 65Q: 3 clusters Score -5812510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -5812508.500000 Penalty: 5322.257324
	Iteration 66Q: 3 clusters Score -5812508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -5812509.000000 Penalty: 5322.257324
	Iteration 67Q: 3 clusters Score -5812509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -5812507.000000 Penalty: 5322.257324
	Iteration 68Q: 3 clusters Score -5812507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -5812507.000000 Penalty: 5322.257324
	Iteration 69F: 3 clusters Score -5812507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -50953.773438 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -50953.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49468.804688 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -49468.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49645.574219 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -49645.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49734.601562 Penalty: 3055.958740
	Iteration 2F: 3 clusters Score -49734.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49813.453125 Penalty: 3055.958740
	Iteration 3F: 3 clusters Score -49813.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -49871.523438 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -49871.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49934.179688 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -49934.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -49983.882812 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -49983.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50047.332031 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -50047.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50068.179688 Penalty: 3055.958740
	Iteration 8Q: 3 clusters Score -50068.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50077.730469 Penalty: 3055.958740
	Iteration 9Q: 3 clusters Score -50077.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50091.183594 Penalty: 3055.958740
	Iteration 10Q: 3 clusters Score -50091.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50091.183594 Penalty: 3055.958740
	Iteration 11F: 3 clusters Score -50091.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Entering Unmasked Estep 
Score: -1545737.625000 Penalty: 2348.542969
	Iteration 0F: 2 clusters Score -1545738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1536225.250000 Penalty: 4697.085938
	Iteration 0F: 3 clusters Score -1536225 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1539302.000000 Penalty: 4697.085938
	Iteration 1F: 3 clusters Score -1539302 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1539876.875000 Penalty: 4697.085938
	Iteration 2F: 3 clusters Score -1539877 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1540725.375000 Penalty: 4697.085938
	Iteration 3F: 3 clusters Score -1540725 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1541840.125000 Penalty: 4697.085938
	Iteration 4F: 3 clusters Score -1541840 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1542921.875000 Penalty: 4697.085938
	Iteration 5F: 3 clusters Score -1542922 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1543659.500000 Penalty: 4697.085938
	Iteration 6F: 3 clusters Score -1543660 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1544067.750000 Penalty: 4697.085938
	Iteration 7F: 3 clusters Score -1544068 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1544289.875000 Penalty: 4697.085938
	Iteration 8Q: 3 clusters Score -1544290 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1544433.500000 Penalty: 4697.085938
	Iteration 9Q: 3 clusters Score -1544434 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1544532.500000 Penalty: 4697.085938
	Iteration 10Q: 3 clusters Score -1544532 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1544625.625000 Penalty: 4697.085938
	Iteration 11Q: 3 clusters Score -1544626 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1544701.000000 Penalty: 4697.085938
	Iteration 12Q: 3 clusters Score -1544701 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1544784.625000 Penalty: 4697.085938
	Iteration 13Q: 3 clusters Score -1544785 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1544869.000000 Penalty: 4697.085938
	Iteration 14Q: 3 clusters Score -1544869 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1544958.375000 Penalty: 4697.085938
	Iteration 15Q: 3 clusters Score -1544958 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1545042.625000 Penalty: 4697.085938
	Iteration 16Q: 3 clusters Score -1545043 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1545131.625000 Penalty: 4697.085938
	Iteration 17Q: 3 clusters Score -1545132 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1545195.125000 Penalty: 4697.085938
	Iteration 18Q: 3 clusters Score -1545195 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1545246.875000 Penalty: 4697.085938
	Iteration 19Q: 3 clusters Score -1545247 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1545294.625000 Penalty: 4697.085938
	Iteration 20F: 3 clusters Score -1545295 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1545343.625000 Penalty: 4697.085938
	Iteration 21Q: 3 clusters Score -1545344 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1545377.625000 Penalty: 4697.085938
	Iteration 22Q: 3 clusters Score -1545378 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1545419.500000 Penalty: 4697.085938
	Iteration 23Q: 3 clusters Score -1545420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1545444.125000 Penalty: 4697.085938
	Iteration 24Q: 3 clusters Score -1545444 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1545456.750000 Penalty: 4697.085938
	Iteration 25Q: 3 clusters Score -1545457 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1545478.375000 Penalty: 4697.085938
	Iteration 26Q: 3 clusters Score -1545478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1545495.000000 Penalty: 4697.085938
	Iteration 27Q: 3 clusters Score -1545495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1545503.125000 Penalty: 4697.085938
	Iteration 28Q: 3 clusters Score -1545503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1545511.875000 Penalty: 4697.085938
	Iteration 29Q: 3 clusters Score -1545512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1545521.750000 Penalty: 4697.085938
	Iteration 30Q: 3 clusters Score -1545522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1545532.500000 Penalty: 4697.085938
	Iteration 31Q: 3 clusters Score -1545532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1545536.625000 Penalty: 4697.085938
	Iteration 32Q: 3 clusters Score -1545537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1545539.875000 Penalty: 4697.085938
	Iteration 33Q: 3 clusters Score -1545540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1545545.000000 Penalty: 4697.085938
	Iteration 34Q: 3 clusters Score -1545545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1545552.875000 Penalty: 4697.085938
	Iteration 35Q: 3 clusters Score -1545553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1545558.875000 Penalty: 4697.085938
	Iteration 36Q: 3 clusters Score -1545559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1545569.500000 Penalty: 4697.085938
	Iteration 37Q: 3 clusters Score -1545570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1545572.375000 Penalty: 4697.085938
	Iteration 38Q: 3 clusters Score -1545572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1545577.250000 Penalty: 4697.085938
	Iteration 39Q: 3 clusters Score -1545577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1545582.625000 Penalty: 4697.085938
	Iteration 40F: 3 clusters Score -1545583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1545586.625000 Penalty: 4697.085938
	Iteration 41Q: 3 clusters Score -1545587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1545594.000000 Penalty: 4697.085938
	Iteration 42Q: 3 clusters Score -1545594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1545594.875000 Penalty: 4697.085938
	Iteration 43Q: 3 clusters Score -1545595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1545602.500000 Penalty: 4697.085938
	Iteration 44Q: 3 clusters Score -1545602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1545612.250000 Penalty: 4697.085938
	Iteration 45Q: 3 clusters Score -1545612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1545614.875000 Penalty: 4697.085938
	Iteration 46Q: 3 clusters Score -1545615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1545615.625000 Penalty: 4697.085938
	Iteration 47Q: 3 clusters Score -1545616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1545619.125000 Penalty: 4697.085938
	Iteration 48Q: 3 clusters Score -1545619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1545621.500000 Penalty: 4697.085938
	Iteration 49Q: 3 clusters Score -1545622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1545619.750000 Penalty: 4697.085938
	Iteration 50Q: 3 clusters Score -1545620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1545623.500000 Penalty: 4697.085938
	Iteration 51Q: 3 clusters Score -1545624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1545625.625000 Penalty: 4697.085938
	Iteration 52Q: 3 clusters Score -1545626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1545626.250000 Penalty: 4697.085938
	Iteration 53Q: 3 clusters Score -1545626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1545626.250000 Penalty: 4697.085938
	Iteration 54F: 3 clusters Score -1545626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -71446.812500 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -71446.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -69851.429688 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -69851.43 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70176.625000 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -70176.62 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70371.703125 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -70371.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70543.906250 Penalty: 3205.662598
	Iteration 3F: 3 clusters Score -70543.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -70687.171875 Penalty: 3205.662598
	Iteration 4F: 3 clusters Score -70687.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -70780.359375 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -70780.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -70840.671875 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -70840.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -70898.242188 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -70898.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -70927.523438 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -70927.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -70955.859375 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -70955.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -70974.835938 Penalty: 3205.662598
	Iteration 10Q: 3 clusters Score -70974.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -70989.367188 Penalty: 3205.662598
	Iteration 11Q: 3 clusters Score -70989.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -70999.492188 Penalty: 3205.662598
	Iteration 12Q: 3 clusters Score -70999.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -71007.312500 Penalty: 3205.662598
	Iteration 13Q: 3 clusters Score -71007.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -71010.406250 Penalty: 3205.662598
	Iteration 14Q: 3 clusters Score -71010.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71014.125000 Penalty: 3205.662598
	Iteration 15Q: 3 clusters Score -71014.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71014.125000 Penalty: 3205.662598
	Iteration 16F: 3 clusters Score -71014.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -48870.812500 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -48870.81 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 265 members 
Entering Unmasked Estep 
Score: -47472.613281 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -47472.61 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -48069.210938 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -48069.21 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48429.363281 Penalty: 3094.208984
	Iteration 2F: 3 clusters Score -48429.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -48668.539062 Penalty: 3094.208984
	Iteration 3F: 3 clusters Score -48668.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -48884.867188 Penalty: 3094.208984
	Iteration 4Q: 3 clusters Score -48884.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -49058.863281 Penalty: 3094.208984
	Iteration 5Q: 3 clusters Score -49058.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -49148.109375 Penalty: 3094.208984
	Iteration 6Q: 3 clusters Score -49148.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -49226.078125 Penalty: 3094.208984
	Iteration 7Q: 3 clusters Score -49226.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -49326.300781 Penalty: 3094.208984
	Iteration 8Q: 3 clusters Score -49326.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -49364.511719 Penalty: 3094.208984
	Iteration 9Q: 3 clusters Score -49364.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -49379.843750 Penalty: 3094.208984
	Iteration 10Q: 3 clusters Score -49379.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -49382.511719 Penalty: 3094.208984
	Iteration 11F: 3 clusters Score -49382.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -49404.996094 Penalty: 3094.208984
	Iteration 12Q: 3 clusters Score -49405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -49406.839844 Penalty: 3094.208984
	Iteration 13Q: 3 clusters Score -49406.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -49406.839844 Penalty: 3094.208984
	Iteration 14F: 3 clusters Score -49406.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 170709 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 60261 members 
Mstep: Class 6 contains 311330 members 
Mstep: Class 7 contains 2036 members 
Mstep: Class 8 contains 174714 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 356 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 104894 members 
Mstep: Class 14 contains 39507 members 
Mstep: Class 15 contains 45723 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 12964 members 
Mstep: Class 18 contains 362 members 
Mstep: Class 19 contains 641 members 
Mstep: Class 22 contains 150 members 
Mstep: Class 23 contains 31344 members 
Entering Unmasked Estep 
Score: -119283344.000000 Penalty: 71765.531250
Splitting cluster 22 changes total score from -119284704.000000 to -119283344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (31344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Entering Unmasked Estep 
Score: -4001135.250000 Penalty: 2567.489014
	Iteration 0F: 2 clusters Score -4001135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3979618.750000 Penalty: 5134.978027
	Iteration 0F: 3 clusters Score -3979619 nChanged 14146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -3987347.750000 Penalty: 5134.978027
	Iteration 1F: 3 clusters Score -3987348 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -3987758.500000 Penalty: 5134.978027
	Iteration 2Q: 3 clusters Score -3987758 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -3988051.250000 Penalty: 5134.978027
	Iteration 3Q: 3 clusters Score -3988051 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -3988406.750000 Penalty: 5134.978027
	Iteration 4Q: 3 clusters Score -3988407 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -3988770.750000 Penalty: 5134.978027
	Iteration 5Q: 3 clusters Score -3988771 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -3989230.000000 Penalty: 5134.978027
	Iteration 6Q: 3 clusters Score -3989230 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -3989871.250000 Penalty: 5134.978027
	Iteration 7Q: 3 clusters Score -3989871 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -3990745.250000 Penalty: 5134.978027
	Iteration 8Q: 3 clusters Score -3990745 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -3991938.250000 Penalty: 5134.978027
	Iteration 9F: 3 clusters Score -3991938 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -3993241.000000 Penalty: 5134.978027
	Iteration 10F: 3 clusters Score -3993241 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -3994636.750000 Penalty: 5134.978027
	Iteration 11F: 3 clusters Score -3994637 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -3995826.500000 Penalty: 5134.978027
	Iteration 12Q: 3 clusters Score -3995826 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -3996779.750000 Penalty: 5134.978027
	Iteration 13Q: 3 clusters Score -3996780 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -3997374.250000 Penalty: 5134.978027
	Iteration 14Q: 3 clusters Score -3997374 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -3997752.000000 Penalty: 5134.978027
	Iteration 15Q: 3 clusters Score -3997752 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -3997989.750000 Penalty: 5134.978027
	Iteration 16Q: 3 clusters Score -3997990 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -3998180.250000 Penalty: 5134.978027
	Iteration 17Q: 3 clusters Score -3998180 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -3998346.250000 Penalty: 5134.978027
	Iteration 18Q: 3 clusters Score -3998346 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -3998464.250000 Penalty: 5134.978027
	Iteration 19Q: 3 clusters Score -3998464 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -3998570.500000 Penalty: 5134.978027
	Iteration 20F: 3 clusters Score -3998570 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -3998665.250000 Penalty: 5134.978027
	Iteration 21Q: 3 clusters Score -3998665 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -3998726.750000 Penalty: 5134.978027
	Iteration 22Q: 3 clusters Score -3998727 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -3998762.250000 Penalty: 5134.978027
	Iteration 23Q: 3 clusters Score -3998762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -3998778.000000 Penalty: 5134.978027
	Iteration 24Q: 3 clusters Score -3998778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -3998801.250000 Penalty: 5134.978027
	Iteration 25Q: 3 clusters Score -3998801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -3998823.250000 Penalty: 5134.978027
	Iteration 26Q: 3 clusters Score -3998823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -3998839.500000 Penalty: 5134.978027
	Iteration 27Q: 3 clusters Score -3998840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -3998848.500000 Penalty: 5134.978027
	Iteration 28Q: 3 clusters Score -3998848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -3998866.250000 Penalty: 5134.978027
	Iteration 29Q: 3 clusters Score -3998866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -3998877.250000 Penalty: 5134.978027
	Iteration 30Q: 3 clusters Score -3998877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -3998893.000000 Penalty: 5134.978027
	Iteration 31Q: 3 clusters Score -3998893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -3998898.250000 Penalty: 5134.978027
	Iteration 32Q: 3 clusters Score -3998898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -3998902.000000 Penalty: 5134.978027
	Iteration 33Q: 3 clusters Score -3998902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -3998908.250000 Penalty: 5134.978027
	Iteration 34Q: 3 clusters Score -3998908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -3998910.250000 Penalty: 5134.978027
	Iteration 35Q: 3 clusters Score -3998910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -3998915.250000 Penalty: 5134.978027
	Iteration 36Q: 3 clusters Score -3998915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -3998920.250000 Penalty: 5134.978027
	Iteration 37Q: 3 clusters Score -3998920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -3998919.750000 Penalty: 5134.978027
	Iteration 38Q: 3 clusters Score -3998920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -3998923.750000 Penalty: 5134.978027
	Iteration 39Q: 3 clusters Score -3998924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -3998929.250000 Penalty: 5134.978027
	Iteration 40F: 3 clusters Score -3998929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -3998934.500000 Penalty: 5134.978027
	Iteration 41Q: 3 clusters Score -3998934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -3998934.250000 Penalty: 5134.978027
	Iteration 42Q: 3 clusters Score -3998934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -3998935.750000 Penalty: 5134.978027
	Iteration 43Q: 3 clusters Score -3998936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -3998930.250000 Penalty: 5134.978027
	Iteration 44Q: 3 clusters Score -3998930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -3998930.750000 Penalty: 5134.978027
	Iteration 45Q: 3 clusters Score -3998931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -3998930.750000 Penalty: 5134.978027
	Iteration 46F: 3 clusters Score -3998931 nChanged 0
--- Evaluating fit on full set of 2894945 points ---
Entering Unmasked Estep 
Score: -361419328.000000 Penalty: 73797.250000
24->21 Clusters: Score -361419328.000000, best is -362066016.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 964981 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 40152 members 
Mstep: Class 3 contains 39617 members 
Mstep: Class 4 contains 40402 members 
Mstep: Class 5 contains 40156 members 
Mstep: Class 6 contains 40261 members 
Mstep: Class 7 contains 40377 members 
Mstep: Class 8 contains 40374 members 
Mstep: Class 9 contains 40631 members 
Mstep: Class 10 contains 40505 members 
Mstep: Class 11 contains 39877 members 
Mstep: Class 12 contains 40543 members 
Mstep: Class 13 contains 40108 members 
Mstep: Class 14 contains 40073 members 
Mstep: Class 15 contains 40336 members 
Mstep: Class 16 contains 40490 members 
Mstep: Class 17 contains 40101 members 
Mstep: Class 18 contains 40062 members 
Mstep: Class 19 contains 40278 members 
Mstep: Class 20 contains 40427 members 
Mstep: Class 21 contains 40098 members 
Mstep: Class 22 contains 39901 members 
Mstep: Class 23 contains 39812 members 
Mstep: Class 24 contains 40216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 193.009369 but Gain 3417.406250
Score: -113249128.000000 Penalty: 78600.343750
Iteration 0F: 24 clusters Score -1.132491e+08 nChanged 922752
Entering Unmasked Mstep 
Mstep: Class 0 contains 2839 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 127200 members 
Mstep: Class 4 contains 9580 members 
Mstep: Class 5 contains 13720 members 
Mstep: Class 6 contains 29503 members 
Mstep: Class 7 contains 27715 members 
Mstep: Class 8 contains 1279 members 
Mstep: Class 9 contains 5265 members 
Mstep: Class 10 contains 17115 members 
Mstep: Class 11 contains 3522 members 
Mstep: Class 12 contains 40297 members 
Mstep: Class 13 contains 268667 members 
Mstep: Class 14 contains 7788 members 
Mstep: Class 15 contains 89678 members 
Mstep: Class 16 contains 33892 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 49732 members 
Mstep: Class 19 contains 116855 members 
Mstep: Class 20 contains 3849 members 
Mstep: Class 21 contains 4741 members 
Mstep: Class 22 contains 22880 members 
Mstep: Class 23 contains 36166 members 
Mstep: Class 24 contains 36864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1203.046997 but Gain 3417.406250
Score: -117938000.000000 Penalty: 75182.937500
Iteration 1F: 23 clusters Score -1.17938e+08 nChanged 319979
Entering Unmasked Mstep 
Mstep: Class 0 contains 2724 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 131329 members 
Mstep: Class 4 contains 5090 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 15899 members 
Mstep: Class 7 contains 20371 members 
Mstep: Class 8 contains 1957 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 10407 members 
Mstep: Class 11 contains 1357 members 
Mstep: Class 12 contains 14703 members 
Mstep: Class 13 contains 381594 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 97897 members 
Mstep: Class 16 contains 25872 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 26555 members 
Mstep: Class 19 contains 116647 members 
Mstep: Class 21 contains 3068 members 
Mstep: Class 22 contains 11866 members 
Mstep: Class 23 contains 24730 members 
Mstep: Class 24 contains 52647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 505.461243 but Gain 3417.406250
Score: -118222168.000000 Penalty: 71765.531250
Iteration 2F: 22 clusters Score -1.182222e+08 nChanged 204226
Entering Unmasked Mstep 
Mstep: Class 0 contains 2362 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 142466 members 
Mstep: Class 4 contains 3168 members 
Mstep: Class 5 contains 4225 members 
Mstep: Class 6 contains 10363 members 
Mstep: Class 7 contains 17965 members 
Mstep: Class 8 contains 2204 members 
Mstep: Class 9 contains 857 members 
Mstep: Class 10 contains 8157 members 
Mstep: Class 12 contains 5811 members 
Mstep: Class 13 contains 385426 members 
Mstep: Class 14 contains 1594 members 
Mstep: Class 15 contains 104349 members 
Mstep: Class 16 contains 28941 members 
Mstep: Class 17 contains 566 members 
Mstep: Class 18 contains 16732 members 
Mstep: Class 19 contains 118997 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 6252 members 
Mstep: Class 23 contains 20436 members 
Mstep: Class 24 contains 77154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 470.862549 but Gain 3417.406250
Score: -118384008.000000 Penalty: 68348.125000
Iteration 3F: 21 clusters Score -1.18384e+08 nChanged 138001
Entering Unmasked Mstep 
Mstep: Class 0 contains 2005 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 159089 members 
Mstep: Class 4 contains 2051 members 
Mstep: Class 5 contains 2748 members 
Mstep: Class 6 contains 7517 members 
Mstep: Class 7 contains 18771 members 
Mstep: Class 8 contains 2091 members 
Mstep: Class 9 contains 807 members 
Mstep: Class 10 contains 7822 members 
Mstep: Class 12 contains 3576 members 
Mstep: Class 13 contains 352909 members 
Mstep: Class 14 contains 1096 members 
Mstep: Class 15 contains 113328 members 
Mstep: Class 16 contains 32947 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 12062 members 
Mstep: Class 19 contains 121986 members 
Mstep: Class 22 contains 3361 members 
Mstep: Class 23 contains 21422 members 
Mstep: Class 24 contains 94338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1209.499146 but Gain 3417.410156
Score: -118587936.000000 Penalty: 64930.714844
Iteration 4F: 20 clusters Score -1.185879e+08 nChanged 108817
Entering Unmasked Mstep 
Mstep: Class 0 contains 1666 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 170156 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 1735 members 
Mstep: Class 6 contains 5856 members 
Mstep: Class 7 contains 21057 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 9 contains 971 members 
Mstep: Class 10 contains 7662 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 340449 members 
Mstep: Class 15 contains 115077 members 
Mstep: Class 16 contains 34882 members 
Mstep: Class 17 contains 860 members 
Mstep: Class 18 contains 9818 members 
Mstep: Class 19 contains 115530 members 
Mstep: Class 22 contains 1916 members 
Mstep: Class 23 contains 24476 members 
Mstep: Class 24 contains 102326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1141.033325 but Gain 3417.406250
Score: -118708016.000000 Penalty: 61513.308594
Iteration 5F: 19 clusters Score -1.18708e+08 nChanged 100896
Entering Unmasked Mstep 
Mstep: Class 0 contains 1344 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 186246 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 5149 members 
Mstep: Class 7 contains 24797 members 
Mstep: Class 8 contains 1668 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 7384 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 324917 members 
Mstep: Class 15 contains 116631 members 
Mstep: Class 16 contains 34983 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 105956 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 28736 members 
Mstep: Class 24 contains 105084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1044.051392 but Gain 3417.406250
Score: -118830768.000000 Penalty: 58095.902344
Iteration 6F: 18 clusters Score -1.188308e+08 nChanged 98832
Entering Unmasked Mstep 
Mstep: Class 0 contains 790 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 208812 members 
Mstep: Class 6 contains 4796 members 
Mstep: Class 7 contains 28680 members 
Mstep: Class 8 contains 1227 members 
Mstep: Class 9 contains 1862 members 
Mstep: Class 10 contains 6967 members 
Mstep: Class 12 contains 3190 members 
Mstep: Class 13 contains 307077 members 
Mstep: Class 15 contains 119612 members 
Mstep: Class 16 contains 33735 members 
Mstep: Class 17 contains 1490 members 
Mstep: Class 18 contains 11569 members 
Mstep: Class 19 contains 93503 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 32613 members 
Mstep: Class 24 contains 103600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1126.923706 but Gain 3417.406250
Score: -118941472.000000 Penalty: 54678.496094
Iteration 7F: 17 clusters Score -1.189415e+08 nChanged 94446
Entering Unmasked Mstep 
Mstep: Class 0 contains 690 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 236372 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 32612 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 2531 members 
Mstep: Class 10 contains 6485 members 
Mstep: Class 12 contains 2986 members 
Mstep: Class 13 contains 286347 members 
Mstep: Class 15 contains 125659 members 
Mstep: Class 16 contains 31452 members 
Mstep: Class 17 contains 1501 members 
Mstep: Class 18 contains 14378 members 
Mstep: Class 19 contains 79287 members 
Mstep: Class 23 contains 35564 members 
Mstep: Class 24 contains 98809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119008488.000000 Penalty: 54678.496094
Iteration 8F: 17 clusters Score -1.190085e+08 nChanged 85004
Entering Unmasked Mstep 
Mstep: Class 0 contains 555 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 265761 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 7 contains 36463 members 
Mstep: Class 8 contains 940 members 
Mstep: Class 9 contains 2646 members 
Mstep: Class 10 contains 6149 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 263184 members 
Mstep: Class 15 contains 134655 members 
Mstep: Class 16 contains 28308 members 
Mstep: Class 17 contains 1503 members 
Mstep: Class 18 contains 17171 members 
Mstep: Class 19 contains 64774 members 
Mstep: Class 23 contains 37803 members 
Mstep: Class 24 contains 92662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119083456.000000 Penalty: 54678.496094
Iteration 9F: 17 clusters Score -1.190835e+08 nChanged 72829
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 293547 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 39954 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 2695 members 
Mstep: Class 10 contains 6166 members 
Mstep: Class 12 contains 2813 members 
Mstep: Class 13 contains 240163 members 
Mstep: Class 15 contains 144727 members 
Mstep: Class 16 contains 25072 members 
Mstep: Class 17 contains 1495 members 
Mstep: Class 18 contains 19309 members 
Mstep: Class 19 contains 51760 members 
Mstep: Class 23 contains 39622 members 
Mstep: Class 24 contains 86598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119136120.000000 Penalty: 54678.496094
Iteration 10F: 17 clusters Score -1.191361e+08 nChanged 61240
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 317501 members 
Mstep: Class 6 contains 3458 members 
Mstep: Class 7 contains 42928 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 2720 members 
Mstep: Class 10 contains 6452 members 
Mstep: Class 12 contains 2774 members 
Mstep: Class 13 contains 218430 members 
Mstep: Class 15 contains 154116 members 
Mstep: Class 16 contains 22120 members 
Mstep: Class 17 contains 1490 members 
Mstep: Class 18 contains 20948 members 
Mstep: Class 19 contains 41547 members 
Mstep: Class 23 contains 41059 members 
Mstep: Class 24 contains 81694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119169584.000000 Penalty: 54678.496094
Iteration 11F: 17 clusters Score -1.191696e+08 nChanged 65504
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 345521 members 
Mstep: Class 6 contains 3102 members 
Mstep: Class 7 contains 45152 members 
Mstep: Class 8 contains 1460 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 12 contains 2759 members 
Mstep: Class 13 contains 190752 members 
Mstep: Class 15 contains 162905 members 
Mstep: Class 16 contains 19776 members 
Mstep: Class 17 contains 1487 members 
Mstep: Class 18 contains 22283 members 
Mstep: Class 19 contains 32978 members 
Mstep: Class 23 contains 42204 members 
Mstep: Class 24 contains 78001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119152032.000000 Penalty: 54678.496094
Iteration 12F: 17 clusters Score -1.19152e+08 nChanged 67480
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 356359 members 
Mstep: Class 6 contains 2745 members 
Mstep: Class 7 contains 47208 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2750 members 
Mstep: Class 10 contains 7771 members 
Mstep: Class 12 contains 2764 members 
Mstep: Class 13 contains 171820 members 
Mstep: Class 15 contains 172814 members 
Mstep: Class 16 contains 18181 members 
Mstep: Class 17 contains 1487 members 
Mstep: Class 18 contains 23694 members 
Mstep: Class 19 contains 27259 members 
Mstep: Class 23 contains 43312 members 
Mstep: Class 24 contains 77616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3048.630615 but Gain 3417.406250
Score: -119139280.000000 Penalty: 51261.089844
Iteration 13F: 16 clusters Score -1.191393e+08 nChanged 57711
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 346456 members 
Mstep: Class 7 contains 49410 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2752 members 
Mstep: Class 10 contains 8890 members 
Mstep: Class 12 contains 2765 members 
Mstep: Class 13 contains 167866 members 
Mstep: Class 15 contains 185266 members 
Mstep: Class 16 contains 17033 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 25321 members 
Mstep: Class 19 contains 23812 members 
Mstep: Class 23 contains 44690 members 
Mstep: Class 24 contains 78327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119169656.000000 Penalty: 51261.089844
Iteration 14F: 16 clusters Score -1.191697e+08 nChanged 45062
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 334492 members 
Mstep: Class 7 contains 51161 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 9959 members 
Mstep: Class 12 contains 2760 members 
Mstep: Class 13 contains 166196 members 
Mstep: Class 15 contains 196786 members 
Mstep: Class 16 contains 16047 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 26669 members 
Mstep: Class 19 contains 21306 members 
Mstep: Class 23 contains 45884 members 
Mstep: Class 24 contains 77361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119196352.000000 Penalty: 51261.089844
Iteration 15Q: 16 clusters Score -1.191964e+08 nChanged 40715
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 325145 members 
Mstep: Class 7 contains 52518 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 11038 members 
Mstep: Class 12 contains 2753 members 
Mstep: Class 13 contains 165053 members 
Mstep: Class 15 contains 206592 members 
Mstep: Class 16 contains 15215 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 27665 members 
Mstep: Class 19 contains 19265 members 
Mstep: Class 23 contains 46779 members 
Mstep: Class 24 contains 75319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119216608.000000 Penalty: 51261.089844
Iteration 16Q: 16 clusters Score -1.192166e+08 nChanged 36575
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 318965 members 
Mstep: Class 7 contains 53553 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 12199 members 
Mstep: Class 12 contains 2753 members 
Mstep: Class 13 contains 164511 members 
Mstep: Class 15 contains 213146 members 
Mstep: Class 16 contains 14622 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 28373 members 
Mstep: Class 19 contains 17454 members 
Mstep: Class 23 contains 47549 members 
Mstep: Class 24 contains 72964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119230272.000000 Penalty: 51261.089844
Iteration 17Q: 16 clusters Score -1.192303e+08 nChanged 31427
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 314635 members 
Mstep: Class 7 contains 54354 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 13480 members 
Mstep: Class 12 contains 2757 members 
Mstep: Class 13 contains 165146 members 
Mstep: Class 15 contains 216314 members 
Mstep: Class 16 contains 14223 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 28939 members 
Mstep: Class 19 contains 15885 members 
Mstep: Class 23 contains 48203 members 
Mstep: Class 24 contains 70903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119239256.000000 Penalty: 51261.089844
Iteration 18Q: 16 clusters Score -1.192393e+08 nChanged 26935
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 311956 members 
Mstep: Class 7 contains 54845 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 14822 members 
Mstep: Class 12 contains 2758 members 
Mstep: Class 13 contains 166614 members 
Mstep: Class 15 contains 216805 members 
Mstep: Class 16 contains 13922 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 29432 members 
Mstep: Class 19 contains 14543 members 
Mstep: Class 23 contains 48867 members 
Mstep: Class 24 contains 69027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119245808.000000 Penalty: 51261.089844
Iteration 19Q: 16 clusters Score -1.192458e+08 nChanged 23044
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 310210 members 
Mstep: Class 7 contains 55045 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 12 contains 2756 members 
Mstep: Class 13 contains 168908 members 
Mstep: Class 15 contains 215355 members 
Mstep: Class 16 contains 13725 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 29862 members 
Mstep: Class 19 contains 13334 members 
Mstep: Class 23 contains 49425 members 
Mstep: Class 24 contains 67548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119251200.000000 Penalty: 51261.089844
Iteration 20F: 16 clusters Score -1.192512e+08 nChanged 20397
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 308949 members 
Mstep: Class 7 contains 55044 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 17762 members 
Mstep: Class 12 contains 2757 members 
Mstep: Class 13 contains 171893 members 
Mstep: Class 15 contains 212408 members 
Mstep: Class 16 contains 13596 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 30282 members 
Mstep: Class 19 contains 12172 members 
Mstep: Class 23 contains 49896 members 
Mstep: Class 24 contains 66376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119255976.000000 Penalty: 51261.089844
Iteration 21Q: 16 clusters Score -1.19256e+08 nChanged 17843
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 308246 members 
Mstep: Class 7 contains 54771 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 19479 members 
Mstep: Class 12 contains 2755 members 
Mstep: Class 13 contains 175216 members 
Mstep: Class 15 contains 208427 members 
Mstep: Class 16 contains 13480 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 30650 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 23 contains 50297 members 
Mstep: Class 24 contains 65351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119259152.000000 Penalty: 51261.089844
Iteration 22Q: 16 clusters Score -1.192592e+08 nChanged 15914
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 307708 members 
Mstep: Class 7 contains 54346 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2765 members 
Mstep: Class 10 contains 21256 members 
Mstep: Class 12 contains 2756 members 
Mstep: Class 13 contains 178754 members 
Mstep: Class 15 contains 203932 members 
Mstep: Class 16 contains 13373 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 31000 members 
Mstep: Class 19 contains 10360 members 
Mstep: Class 23 contains 50649 members 
Mstep: Class 24 contains 64540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119263616.000000 Penalty: 51261.089844
Iteration 23Q: 16 clusters Score -1.192636e+08 nChanged 14633
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 307327 members 
Mstep: Class 7 contains 53683 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 23144 members 
Mstep: Class 12 contains 2755 members 
Mstep: Class 13 contains 182312 members 
Mstep: Class 15 contains 199303 members 
Mstep: Class 16 contains 13260 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 31304 members 
Mstep: Class 19 contains 9696 members 
Mstep: Class 23 contains 50872 members 
Mstep: Class 24 contains 63819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119267752.000000 Penalty: 51261.089844
Iteration 24Q: 16 clusters Score -1.192678e+08 nChanged 13535
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 307062 members 
Mstep: Class 7 contains 52938 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 24965 members 
Mstep: Class 12 contains 2755 members 
Mstep: Class 13 contains 185654 members 
Mstep: Class 15 contains 194856 members 
Mstep: Class 16 contains 13142 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 31546 members 
Mstep: Class 19 contains 9142 members 
Mstep: Class 23 contains 51063 members 
Mstep: Class 24 contains 63173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119271184.000000 Penalty: 51261.089844
Iteration 25Q: 16 clusters Score -1.192712e+08 nChanged 12703
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 306788 members 
Mstep: Class 7 contains 52102 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 26704 members 
Mstep: Class 12 contains 2760 members 
Mstep: Class 13 contains 188567 members 
Mstep: Class 15 contains 190999 members 
Mstep: Class 16 contains 13040 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 31789 members 
Mstep: Class 19 contains 8600 members 
Mstep: Class 23 contains 51201 members 
Mstep: Class 24 contains 62639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119273368.000000 Penalty: 51261.089844
Iteration 26Q: 16 clusters Score -1.192734e+08 nChanged 11651
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 306765 members 
Mstep: Class 7 contains 51180 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 28375 members 
Mstep: Class 12 contains 2765 members 
Mstep: Class 13 contains 190985 members 
Mstep: Class 15 contains 187577 members 
Mstep: Class 16 contains 12954 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 31974 members 
Mstep: Class 19 contains 8151 members 
Mstep: Class 23 contains 51300 members 
Mstep: Class 24 contains 62146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119276416.000000 Penalty: 51261.089844
Iteration 27Q: 16 clusters Score -1.192764e+08 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 306811 members 
Mstep: Class 7 contains 50402 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 29810 members 
Mstep: Class 12 contains 2768 members 
Mstep: Class 13 contains 192814 members 
Mstep: Class 15 contains 184787 members 
Mstep: Class 16 contains 12896 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 32155 members 
Mstep: Class 19 contains 7741 members 
Mstep: Class 23 contains 51400 members 
Mstep: Class 24 contains 61703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119278272.000000 Penalty: 51261.089844
Iteration 28Q: 16 clusters Score -1.192783e+08 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 306957 members 
Mstep: Class 7 contains 49735 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 31050 members 
Mstep: Class 12 contains 2768 members 
Mstep: Class 13 contains 194121 members 
Mstep: Class 15 contains 182441 members 
Mstep: Class 16 contains 12837 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 32320 members 
Mstep: Class 19 contains 7381 members 
Mstep: Class 23 contains 51496 members 
Mstep: Class 24 contains 61355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119279856.000000 Penalty: 51261.089844
Iteration 29Q: 16 clusters Score -1.192799e+08 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 307166 members 
Mstep: Class 7 contains 49187 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 32069 members 
Mstep: Class 12 contains 2767 members 
Mstep: Class 13 contains 195111 members 
Mstep: Class 15 contains 180488 members 
Mstep: Class 16 contains 12797 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 32446 members 
Mstep: Class 19 contains 7104 members 
Mstep: Class 23 contains 51540 members 
Mstep: Class 24 contains 61026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119281432.000000 Penalty: 51261.089844
Iteration 30Q: 16 clusters Score -1.192814e+08 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 307483 members 
Mstep: Class 7 contains 48728 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2762 members 
Mstep: Class 10 contains 32917 members 
Mstep: Class 12 contains 2768 members 
Mstep: Class 13 contains 195719 members 
Mstep: Class 15 contains 178986 members 
Mstep: Class 16 contains 12748 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 32548 members 
Mstep: Class 19 contains 6828 members 
Mstep: Class 23 contains 51555 members 
Mstep: Class 24 contains 60761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282248.000000 Penalty: 51261.089844
Iteration 31Q: 16 clusters Score -1.192822e+08 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 307768 members 
Mstep: Class 7 contains 48383 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2762 members 
Mstep: Class 10 contains 33620 members 
Mstep: Class 12 contains 2768 members 
Mstep: Class 13 contains 196018 members 
Mstep: Class 15 contains 177885 members 
Mstep: Class 16 contains 12722 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 32601 members 
Mstep: Class 19 contains 6618 members 
Mstep: Class 23 contains 51555 members 
Mstep: Class 24 contains 60533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119282472.000000 Penalty: 51261.089844
Iteration 32Q: 16 clusters Score -1.192825e+08 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 307990 members 
Mstep: Class 7 contains 48088 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 34269 members 
Mstep: Class 12 contains 2767 members 
Mstep: Class 13 contains 196032 members 
Mstep: Class 15 contains 177064 members 
Mstep: Class 16 contains 12702 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 32671 members 
Mstep: Class 19 contains 6455 members 
Mstep: Class 23 contains 51570 members 
Mstep: Class 24 contains 60336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283056.000000 Penalty: 51261.089844
Iteration 33Q: 16 clusters Score -1.192831e+08 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 308289 members 
Mstep: Class 7 contains 47864 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 34833 members 
Mstep: Class 12 contains 2766 members 
Mstep: Class 13 contains 195777 members 
Mstep: Class 15 contains 176473 members 
Mstep: Class 16 contains 12699 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 32731 members 
Mstep: Class 19 contains 6300 members 
Mstep: Class 23 contains 51620 members 
Mstep: Class 24 contains 60169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283176.000000 Penalty: 51261.089844
Iteration 34Q: 16 clusters Score -1.192832e+08 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 308625 members 
Mstep: Class 7 contains 47682 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2762 members 
Mstep: Class 10 contains 35320 members 
Mstep: Class 12 contains 2764 members 
Mstep: Class 13 contains 195252 members 
Mstep: Class 15 contains 176095 members 
Mstep: Class 16 contains 12686 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 32803 members 
Mstep: Class 19 contains 6208 members 
Mstep: Class 23 contains 51685 members 
Mstep: Class 24 contains 60032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283512.000000 Penalty: 51261.089844
Iteration 35Q: 16 clusters Score -1.192835e+08 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 308920 members 
Mstep: Class 7 contains 47536 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2762 members 
Mstep: Class 10 contains 35749 members 
Mstep: Class 12 contains 2764 members 
Mstep: Class 13 contains 194559 members 
Mstep: Class 15 contains 175877 members 
Mstep: Class 16 contains 12662 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 32892 members 
Mstep: Class 19 contains 6164 members 
Mstep: Class 23 contains 51751 members 
Mstep: Class 24 contains 59901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283608.000000 Penalty: 51261.089844
Iteration 36Q: 16 clusters Score -1.192836e+08 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 309141 members 
Mstep: Class 7 contains 47403 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2762 members 
Mstep: Class 10 contains 36114 members 
Mstep: Class 12 contains 2764 members 
Mstep: Class 13 contains 193876 members 
Mstep: Class 15 contains 175778 members 
Mstep: Class 16 contains 12654 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 32981 members 
Mstep: Class 19 contains 6131 members 
Mstep: Class 23 contains 51815 members 
Mstep: Class 24 contains 59789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283856.000000 Penalty: 51261.089844
Iteration 37Q: 16 clusters Score -1.192839e+08 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 309331 members 
Mstep: Class 7 contains 47308 members 
Mstep: Class 8 contains 1466 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 36431 members 
Mstep: Class 12 contains 2764 members 
Mstep: Class 13 contains 193248 members 
Mstep: Class 15 contains 175749 members 
Mstep: Class 16 contains 12647 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 33034 members 
Mstep: Class 19 contains 6103 members 
Mstep: Class 23 contains 51875 members 
Mstep: Class 24 contains 59656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119283720.000000 Penalty: 51261.089844
Iteration 38Q: 16 clusters Score -1.192837e+08 nChanged 2672
Entering ConstructFrom: 
Score: -119283720.000000 Penalty: 51261.089844
Entering ConstructFrom: 
Trying to split cluster 1 (31332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Entering Unmasked Estep 
Score: -3995327.500000 Penalty: 2567.394043
	Iteration 0F: 2 clusters Score -3995328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3973912.750000 Penalty: 5134.788086
	Iteration 0F: 3 clusters Score -3973913 nChanged 14125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -3981524.250000 Penalty: 5134.788086
	Iteration 1F: 3 clusters Score -3981524 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -3981933.750000 Penalty: 5134.788086
	Iteration 2Q: 3 clusters Score -3981934 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3982276.750000 Penalty: 5134.788086
	Iteration 3Q: 3 clusters Score -3982277 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3982717.000000 Penalty: 5134.788086
	Iteration 4Q: 3 clusters Score -3982717 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -3983197.750000 Penalty: 5134.788086
	Iteration 5Q: 3 clusters Score -3983198 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3983806.000000 Penalty: 5134.788086
	Iteration 6Q: 3 clusters Score -3983806 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3984566.250000 Penalty: 5134.788086
	Iteration 7Q: 3 clusters Score -3984566 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3985657.500000 Penalty: 5134.788086
	Iteration 8F: 3 clusters Score -3985658 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -3987072.750000 Penalty: 5134.788086
	Iteration 9F: 3 clusters Score -3987073 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -3988706.750000 Penalty: 5134.788086
	Iteration 10F: 3 clusters Score -3988707 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -3990025.250000 Penalty: 5134.788086
	Iteration 11F: 3 clusters Score -3990025 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -3990774.750000 Penalty: 5134.788086
	Iteration 12Q: 3 clusters Score -3990775 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -3991125.500000 Penalty: 5134.788086
	Iteration 13Q: 3 clusters Score -3991126 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -3991320.750000 Penalty: 5134.788086
	Iteration 14Q: 3 clusters Score -3991321 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -3991462.500000 Penalty: 5134.788086
	Iteration 15Q: 3 clusters Score -3991462 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -3991580.500000 Penalty: 5134.788086
	Iteration 16Q: 3 clusters Score -3991580 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -3991652.000000 Penalty: 5134.788086
	Iteration 17Q: 3 clusters Score -3991652 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -3991727.250000 Penalty: 5134.788086
	Iteration 18Q: 3 clusters Score -3991727 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3991808.750000 Penalty: 5134.788086
	Iteration 19Q: 3 clusters Score -3991809 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -3991914.750000 Penalty: 5134.788086
	Iteration 20F: 3 clusters Score -3991915 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -3992003.750000 Penalty: 5134.788086
	Iteration 21Q: 3 clusters Score -3992004 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -3992067.500000 Penalty: 5134.788086
	Iteration 22Q: 3 clusters Score -3992068 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -3992125.750000 Penalty: 5134.788086
	Iteration 23Q: 3 clusters Score -3992126 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -3992227.000000 Penalty: 5134.788086
	Iteration 24Q: 3 clusters Score -3992227 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -3992298.250000 Penalty: 5134.788086
	Iteration 25Q: 3 clusters Score -3992298 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3992366.250000 Penalty: 5134.788086
	Iteration 26Q: 3 clusters Score -3992366 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -3992426.250000 Penalty: 5134.788086
	Iteration 27Q: 3 clusters Score -3992426 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -3992471.500000 Penalty: 5134.788086
	Iteration 28Q: 3 clusters Score -3992472 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -3992544.500000 Penalty: 5134.788086
	Iteration 29Q: 3 clusters Score -3992544 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3992607.750000 Penalty: 5134.788086
	Iteration 30Q: 3 clusters Score -3992608 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -3992670.750000 Penalty: 5134.788086
	Iteration 31Q: 3 clusters Score -3992671 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -3992731.500000 Penalty: 5134.788086
	Iteration 32Q: 3 clusters Score -3992732 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3992780.500000 Penalty: 5134.788086
	Iteration 33Q: 3 clusters Score -3992780 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3992823.500000 Penalty: 5134.788086
	Iteration 34Q: 3 clusters Score -3992824 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3992876.500000 Penalty: 5134.788086
	Iteration 35Q: 3 clusters Score -3992876 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3992915.500000 Penalty: 5134.788086
	Iteration 36Q: 3 clusters Score -3992916 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3992958.000000 Penalty: 5134.788086
	Iteration 37Q: 3 clusters Score -3992958 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3992974.750000 Penalty: 5134.788086
	Iteration 38Q: 3 clusters Score -3992975 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3992997.250000 Penalty: 5134.788086
	Iteration 39Q: 3 clusters Score -3992997 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3993015.000000 Penalty: 5134.788086
	Iteration 40F: 3 clusters Score -3993015 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3993038.500000 Penalty: 5134.788086
	Iteration 41Q: 3 clusters Score -3993038 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3993062.500000 Penalty: 5134.788086
	Iteration 42Q: 3 clusters Score -3993062 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3993094.500000 Penalty: 5134.788086
	Iteration 43Q: 3 clusters Score -3993094 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3993094.250000 Penalty: 5134.788086
	Iteration 44Q: 3 clusters Score -3993094 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3993116.500000 Penalty: 5134.788086
	Iteration 45Q: 3 clusters Score -3993116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3993133.750000 Penalty: 5134.788086
	Iteration 46Q: 3 clusters Score -3993134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3993135.500000 Penalty: 5134.788086
	Iteration 47Q: 3 clusters Score -3993136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3993140.000000 Penalty: 5134.788086
	Iteration 48Q: 3 clusters Score -3993140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3993145.250000 Penalty: 5134.788086
	Iteration 49Q: 3 clusters Score -3993145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3993157.500000 Penalty: 5134.788086
	Iteration 50Q: 3 clusters Score -3993158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3993167.750000 Penalty: 5134.788086
	Iteration 51Q: 3 clusters Score -3993168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3993168.000000 Penalty: 5134.788086
	Iteration 52Q: 3 clusters Score -3993168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3993178.000000 Penalty: 5134.788086
	Iteration 53Q: 3 clusters Score -3993178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3993180.250000 Penalty: 5134.788086
	Iteration 54Q: 3 clusters Score -3993180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3993199.750000 Penalty: 5134.788086
	Iteration 55Q: 3 clusters Score -3993200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3993195.250000 Penalty: 5134.788086
	Iteration 56Q: 3 clusters Score -3993195 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3993207.500000 Penalty: 5134.788086
	Iteration 57Q: 3 clusters Score -3993208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3993224.000000 Penalty: 5134.788086
	Iteration 58Q: 3 clusters Score -3993224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3993234.500000 Penalty: 5134.788086
	Iteration 59Q: 3 clusters Score -3993234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3993245.000000 Penalty: 5134.788086
	Iteration 60F: 3 clusters Score -3993245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3993251.000000 Penalty: 5134.788086
	Iteration 61Q: 3 clusters Score -3993251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3993254.750000 Penalty: 5134.788086
	Iteration 62Q: 3 clusters Score -3993255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3993260.500000 Penalty: 5134.788086
	Iteration 63Q: 3 clusters Score -3993260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3993270.500000 Penalty: 5134.788086
	Iteration 64Q: 3 clusters Score -3993270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3993279.500000 Penalty: 5134.788086
	Iteration 65Q: 3 clusters Score -3993280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3993286.000000 Penalty: 5134.788086
	Iteration 66Q: 3 clusters Score -3993286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3993300.500000 Penalty: 5134.788086
	Iteration 67Q: 3 clusters Score -3993300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3993313.750000 Penalty: 5134.788086
	Iteration 68Q: 3 clusters Score -3993314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3993316.000000 Penalty: 5134.788086
	Iteration 69Q: 3 clusters Score -3993316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3993332.500000 Penalty: 5134.788086
	Iteration 70Q: 3 clusters Score -3993332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3993340.500000 Penalty: 5134.788086
	Iteration 71Q: 3 clusters Score -3993340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3993356.500000 Penalty: 5134.788086
	Iteration 72Q: 3 clusters Score -3993356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3993356.750000 Penalty: 5134.788086
	Iteration 73Q: 3 clusters Score -3993357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3993354.000000 Penalty: 5134.788086
	Iteration 74Q: 3 clusters Score -3993354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3993354.750000 Penalty: 5134.788086
	Iteration 75Q: 3 clusters Score -3993355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3993357.750000 Penalty: 5134.788086
	Iteration 76Q: 3 clusters Score -3993358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3993360.750000 Penalty: 5134.788086
	Iteration 77Q: 3 clusters Score -3993361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3993359.250000 Penalty: 5134.788086
	Iteration 78Q: 3 clusters Score -3993359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3993363.500000 Penalty: 5134.788086
	Iteration 79Q: 3 clusters Score -3993364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3993364.500000 Penalty: 5134.788086
	Iteration 80F: 3 clusters Score -3993364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3993361.250000 Penalty: 5134.788086
	Iteration 81Q: 3 clusters Score -3993361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3993363.250000 Penalty: 5134.788086
	Iteration 82Q: 3 clusters Score -3993363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3993363.750000 Penalty: 5134.788086
	Iteration 83Q: 3 clusters Score -3993364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3993365.500000 Penalty: 5134.788086
	Iteration 84Q: 3 clusters Score -3993366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3993365.750000 Penalty: 5134.788086
	Iteration 85Q: 3 clusters Score -3993366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3993363.000000 Penalty: 5134.788086
	Iteration 86Q: 3 clusters Score -3993363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3993369.250000 Penalty: 5134.788086
	Iteration 87Q: 3 clusters Score -3993369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3993371.750000 Penalty: 5134.788086
	Iteration 88Q: 3 clusters Score -3993372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3993369.750000 Penalty: 5134.788086
	Iteration 89Q: 3 clusters Score -3993370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3993370.250000 Penalty: 5134.788086
	Iteration 90Q: 3 clusters Score -3993370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3993370.750000 Penalty: 5134.788086
	Iteration 91Q: 3 clusters Score -3993371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3993370.750000 Penalty: 5134.788086
	Iteration 92F: 3 clusters Score -3993371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (309490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309490 members 
Entering Unmasked Estep 
Score: -38745712.000000 Penalty: 3135.385010
	Iteration 0F: 2 clusters Score -3.874571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154370 members 
Mstep: Class 2 contains 155120 members 
Entering Unmasked Estep 
Score: -38556444.000000 Penalty: 6270.770020
	Iteration 0F: 3 clusters Score -3.855644e+07 nChanged 149678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146166 members 
Mstep: Class 2 contains 163324 members 
Entering Unmasked Estep 
Score: -38644172.000000 Penalty: 6270.770020
	Iteration 1F: 3 clusters Score -3.864417e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141044 members 
Mstep: Class 2 contains 168446 members 
Entering Unmasked Estep 
Score: -38645952.000000 Penalty: 6270.770020
	Iteration 2Q: 3 clusters Score -3.864595e+07 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133047 members 
Mstep: Class 2 contains 176443 members 
Entering Unmasked Estep 
Score: -38649172.000000 Penalty: 6270.770020
	Iteration 3Q: 3 clusters Score -3.864917e+07 nChanged 13162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121063 members 
Mstep: Class 2 contains 188427 members 
Entering Unmasked Estep 
Score: -38654680.000000 Penalty: 6270.770020
	Iteration 4Q: 3 clusters Score -3.865468e+07 nChanged 17705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104112 members 
Mstep: Class 2 contains 205378 members 
Entering Unmasked Estep 
Score: -38664212.000000 Penalty: 6270.770020
	Iteration 5F: 3 clusters Score -3.866421e+07 nChanged 22122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82534 members 
Mstep: Class 2 contains 226956 members 
Entering Unmasked Estep 
Score: -38679116.000000 Penalty: 6270.770020
	Iteration 6F: 3 clusters Score -3.867912e+07 nChanged 23463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 250003 members 
Entering Unmasked Estep 
Score: -38697872.000000 Penalty: 6270.770020
	Iteration 7F: 3 clusters Score -3.869787e+07 nChanged 20176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 269877 members 
Entering Unmasked Estep 
Score: -38713864.000000 Penalty: 6270.770020
	Iteration 8F: 3 clusters Score -3.871386e+07 nChanged 14478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 284029 members 
Entering Unmasked Estep 
Score: -38725544.000000 Penalty: 6270.770020
	Iteration 9Q: 3 clusters Score -3.872554e+07 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 292821 members 
Entering Unmasked Estep 
Score: -38732572.000000 Penalty: 6270.770020
	Iteration 10Q: 3 clusters Score -3.873257e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 298225 members 
Entering Unmasked Estep 
Score: -38737320.000000 Penalty: 6270.770020
	Iteration 11Q: 3 clusters Score -3.873732e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 301837 members 
Entering Unmasked Estep 
Score: -38739548.000000 Penalty: 6270.770020
	Iteration 12Q: 3 clusters Score -3.873955e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 304180 members 
Entering Unmasked Estep 
Score: -38740664.000000 Penalty: 6270.770020
	Iteration 13Q: 3 clusters Score -3.874066e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 305732 members 
Entering Unmasked Estep 
Score: -38741772.000000 Penalty: 6270.770020
	Iteration 14Q: 3 clusters Score -3.874177e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 306753 members 
Entering Unmasked Estep 
Score: -38742316.000000 Penalty: 6270.770020
	Iteration 15Q: 3 clusters Score -3.874232e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 307428 members 
Entering Unmasked Estep 
Score: -38742628.000000 Penalty: 6270.770020
	Iteration 16Q: 3 clusters Score -3.874263e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 307830 members 
Entering Unmasked Estep 
Score: -38742856.000000 Penalty: 6270.770020
	Iteration 17Q: 3 clusters Score -3.874286e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 308070 members 
Entering Unmasked Estep 
Score: -38742952.000000 Penalty: 6270.770020
	Iteration 18Q: 3 clusters Score -3.874295e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 308236 members 
Entering Unmasked Estep 
Score: -38743132.000000 Penalty: 6270.770020
	Iteration 19Q: 3 clusters Score -3.874313e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 308350 members 
Entering Unmasked Estep 
Score: -38743168.000000 Penalty: 6270.770020
	Iteration 20F: 3 clusters Score -3.874317e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 308450 members 
Entering Unmasked Estep 
Score: -38743200.000000 Penalty: 6270.770020
	Iteration 21Q: 3 clusters Score -3.87432e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 308512 members 
Entering Unmasked Estep 
Score: -38743228.000000 Penalty: 6270.770020
	Iteration 22Q: 3 clusters Score -3.874323e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 308556 members 
Entering Unmasked Estep 
Score: -38743224.000000 Penalty: 6270.770020
	Iteration 23Q: 3 clusters Score -3.874322e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 308600 members 
Entering Unmasked Estep 
Score: -38743240.000000 Penalty: 6270.770020
	Iteration 24Q: 3 clusters Score -3.874324e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 308624 members 
Entering Unmasked Estep 
Score: -38743308.000000 Penalty: 6270.770020
	Iteration 25Q: 3 clusters Score -3.874331e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 308657 members 
Entering Unmasked Estep 
Score: -38743356.000000 Penalty: 6270.770020
	Iteration 26Q: 3 clusters Score -3.874336e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 308675 members 
Entering Unmasked Estep 
Score: -38743364.000000 Penalty: 6270.770020
	Iteration 27Q: 3 clusters Score -3.874336e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 308691 members 
Entering Unmasked Estep 
Score: -38743368.000000 Penalty: 6270.770020
	Iteration 28Q: 3 clusters Score -3.874337e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 308701 members 
Entering Unmasked Estep 
Score: -38743392.000000 Penalty: 6270.770020
	Iteration 29Q: 3 clusters Score -3.874339e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 308712 members 
Entering Unmasked Estep 
Score: -38743392.000000 Penalty: 6270.770020
	Iteration 30Q: 3 clusters Score -3.874339e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 308726 members 
Entering Unmasked Estep 
Score: -38743384.000000 Penalty: 6270.770020
	Iteration 31Q: 3 clusters Score -3.874338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 308735 members 
Entering Unmasked Estep 
Score: -38743376.000000 Penalty: 6270.770020
	Iteration 32Q: 3 clusters Score -3.874338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 308740 members 
Entering Unmasked Estep 
Score: -38743396.000000 Penalty: 6270.770020
	Iteration 33Q: 3 clusters Score -3.87434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 308745 members 
Entering Unmasked Estep 
Score: -38743396.000000 Penalty: 6270.770020
	Iteration 34Q: 3 clusters Score -3.87434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 308746 members 
Entering Unmasked Estep 
Score: -38743384.000000 Penalty: 6270.770020
	Iteration 35Q: 3 clusters Score -3.874338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 308747 members 
Entering Unmasked Estep 
Score: -38743400.000000 Penalty: 6270.770020
	Iteration 36Q: 3 clusters Score -3.87434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 308750 members 
Entering Unmasked Estep 
Score: -38743420.000000 Penalty: 6270.770020
	Iteration 37Q: 3 clusters Score -3.874342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 308751 members 
Entering Unmasked Estep 
Score: -38743424.000000 Penalty: 6270.770020
	Iteration 38Q: 3 clusters Score -3.874342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 308754 members 
Entering Unmasked Estep 
Score: -38743412.000000 Penalty: 6270.770020
	Iteration 39Q: 3 clusters Score -3.874341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 308756 members 
Entering Unmasked Estep 
Score: -38743392.000000 Penalty: 6270.770020
	Iteration 40F: 3 clusters Score -3.874339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 308758 members 
Entering Unmasked Estep 
Score: -38743404.000000 Penalty: 6270.770020
	Iteration 41Q: 3 clusters Score -3.87434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 308757 members 
Entering Unmasked Estep 
Score: -38743408.000000 Penalty: 6270.770020
	Iteration 42Q: 3 clusters Score -3.874341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 308757 members 
Entering Unmasked Estep 
Score: -38743408.000000 Penalty: 6270.770020
	Iteration 43F: 3 clusters Score -3.874341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (47221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Entering Unmasked Estep 
Score: -5999333.500000 Penalty: 2669.123291
	Iteration 0F: 2 clusters Score -5999334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -5967308.500000 Penalty: 5338.246582
	Iteration 0F: 3 clusters Score -5967308 nChanged 21977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -5979713.500000 Penalty: 5338.246582
	Iteration 1F: 3 clusters Score -5979714 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -5980459.000000 Penalty: 5338.246582
	Iteration 2Q: 3 clusters Score -5980459 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -5981228.000000 Penalty: 5338.246582
	Iteration 3Q: 3 clusters Score -5981228 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -5982064.000000 Penalty: 5338.246582
	Iteration 4Q: 3 clusters Score -5982064 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -5982943.500000 Penalty: 5338.246582
	Iteration 5Q: 3 clusters Score -5982944 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -5983873.000000 Penalty: 5338.246582
	Iteration 6Q: 3 clusters Score -5983873 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -5984875.000000 Penalty: 5338.246582
	Iteration 7Q: 3 clusters Score -5984875 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -5986004.000000 Penalty: 5338.246582
	Iteration 8Q: 3 clusters Score -5986004 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -5987299.500000 Penalty: 5338.246582
	Iteration 9Q: 3 clusters Score -5987300 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -5988693.500000 Penalty: 5338.246582
	Iteration 10Q: 3 clusters Score -5988694 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -5990238.500000 Penalty: 5338.246582
	Iteration 11Q: 3 clusters Score -5990238 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -5991612.000000 Penalty: 5338.246582
	Iteration 12Q: 3 clusters Score -5991612 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -5992756.500000 Penalty: 5338.246582
	Iteration 13Q: 3 clusters Score -5992756 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -5993696.500000 Penalty: 5338.246582
	Iteration 14Q: 3 clusters Score -5993696 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -5994425.000000 Penalty: 5338.246582
	Iteration 15Q: 3 clusters Score -5994425 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -5994979.500000 Penalty: 5338.246582
	Iteration 16Q: 3 clusters Score -5994980 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -5995430.000000 Penalty: 5338.246582
	Iteration 17Q: 3 clusters Score -5995430 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -5995747.500000 Penalty: 5338.246582
	Iteration 18Q: 3 clusters Score -5995748 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -5996016.000000 Penalty: 5338.246582
	Iteration 19Q: 3 clusters Score -5996016 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -5996246.000000 Penalty: 5338.246582
	Iteration 20F: 3 clusters Score -5996246 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -5996416.500000 Penalty: 5338.246582
	Iteration 21Q: 3 clusters Score -5996416 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -5996545.500000 Penalty: 5338.246582
	Iteration 22Q: 3 clusters Score -5996546 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -5996644.500000 Penalty: 5338.246582
	Iteration 23Q: 3 clusters Score -5996644 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -5996723.000000 Penalty: 5338.246582
	Iteration 24Q: 3 clusters Score -5996723 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -5996767.000000 Penalty: 5338.246582
	Iteration 25Q: 3 clusters Score -5996767 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -5996814.000000 Penalty: 5338.246582
	Iteration 26Q: 3 clusters Score -5996814 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -5996838.000000 Penalty: 5338.246582
	Iteration 27Q: 3 clusters Score -5996838 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -5996879.000000 Penalty: 5338.246582
	Iteration 28Q: 3 clusters Score -5996879 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -5996900.500000 Penalty: 5338.246582
	Iteration 29Q: 3 clusters Score -5996900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -5996913.500000 Penalty: 5338.246582
	Iteration 30Q: 3 clusters Score -5996914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -5996942.000000 Penalty: 5338.246582
	Iteration 31Q: 3 clusters Score -5996942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -5996966.500000 Penalty: 5338.246582
	Iteration 32Q: 3 clusters Score -5996966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -5996978.500000 Penalty: 5338.246582
	Iteration 33Q: 3 clusters Score -5996978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -5996989.500000 Penalty: 5338.246582
	Iteration 34Q: 3 clusters Score -5996990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -5997006.000000 Penalty: 5338.246582
	Iteration 35Q: 3 clusters Score -5997006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -5997018.000000 Penalty: 5338.246582
	Iteration 36Q: 3 clusters Score -5997018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -5997024.500000 Penalty: 5338.246582
	Iteration 37Q: 3 clusters Score -5997024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -5997033.500000 Penalty: 5338.246582
	Iteration 38Q: 3 clusters Score -5997034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -5997030.500000 Penalty: 5338.246582
	Iteration 39Q: 3 clusters Score -5997030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -5997034.000000 Penalty: 5338.246582
	Iteration 40F: 3 clusters Score -5997034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -5997036.500000 Penalty: 5338.246582
	Iteration 41Q: 3 clusters Score -5997036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -5997050.000000 Penalty: 5338.246582
	Iteration 42Q: 3 clusters Score -5997050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -5997050.000000 Penalty: 5338.246582
	Iteration 43Q: 3 clusters Score -5997050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -5997054.000000 Penalty: 5338.246582
	Iteration 44Q: 3 clusters Score -5997054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -5997054.000000 Penalty: 5338.246582
	Iteration 45F: 3 clusters Score -5997054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Entering Unmasked Estep 
Score: -135838.546875 Penalty: 1807.992554
	Iteration 0F: 2 clusters Score -135838.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -133863.015625 Penalty: 3615.985107
	Iteration 0F: 3 clusters Score -133863 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -135968.531250 Penalty: 3615.985107
	Iteration 1F: 3 clusters Score -135968.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -138161.203125 Penalty: 3615.985107
	Iteration 2F: 3 clusters Score -138161.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -138692.875000 Penalty: 3615.985107
	Iteration 3F: 3 clusters Score -138692.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -138979.953125 Penalty: 3615.985107
	Iteration 4Q: 3 clusters Score -138980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -139221.984375 Penalty: 3615.985107
	Iteration 5Q: 3 clusters Score -139222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -139332.968750 Penalty: 3615.985107
	Iteration 6Q: 3 clusters Score -139333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -139653.593750 Penalty: 3615.985107
	Iteration 7Q: 3 clusters Score -139653.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -140206.546875 Penalty: 3615.985107
	Iteration 8Q: 3 clusters Score -140206.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -140208.234375 Penalty: 3615.985107
	Iteration 9Q: 3 clusters Score -140208.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -140208.234375 Penalty: 3615.985107
	Iteration 10F: 3 clusters Score -140208.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 309490 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 7 contains 47221 members 
Mstep: Class 8 contains 895 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 36704 members 
Mstep: Class 12 contains 2764 members 
Mstep: Class 13 contains 192597 members 
Mstep: Class 15 contains 175851 members 
Mstep: Class 16 contains 12639 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 33070 members 
Mstep: Class 19 contains 6079 members 
Mstep: Class 23 contains 51949 members 
Mstep: Class 24 contains 59542 members 
Entering Unmasked Estep 
Score: -119286456.000000 Penalty: 54678.496094
Splitting cluster 8 changes total score from -119283720.000000 to -119286456.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 9 (2763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Entering Unmasked Estep 
Score: -332972.218750 Penalty: 1965.169922
	Iteration 0F: 2 clusters Score -332972.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -329866.281250 Penalty: 3930.339844
	Iteration 0F: 3 clusters Score -329866.3 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -330532.781250 Penalty: 3930.339844
	Iteration 1F: 3 clusters Score -330532.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -330690.937500 Penalty: 3930.339844
	Iteration 2F: 3 clusters Score -330690.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -330789.531250 Penalty: 3930.339844
	Iteration 3Q: 3 clusters Score -330789.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -330867.968750 Penalty: 3930.339844
	Iteration 4Q: 3 clusters Score -330868 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -330916.562500 Penalty: 3930.339844
	Iteration 5Q: 3 clusters Score -330916.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -330947.718750 Penalty: 3930.339844
	Iteration 6Q: 3 clusters Score -330947.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -330980.968750 Penalty: 3930.339844
	Iteration 7Q: 3 clusters Score -330981 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -331012.687500 Penalty: 3930.339844
	Iteration 8Q: 3 clusters Score -331012.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -331037.406250 Penalty: 3930.339844
	Iteration 9Q: 3 clusters Score -331037.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -331074.125000 Penalty: 3930.339844
	Iteration 10Q: 3 clusters Score -331074.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -331109.000000 Penalty: 3930.339844
	Iteration 11Q: 3 clusters Score -331109 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -331148.437500 Penalty: 3930.339844
	Iteration 12Q: 3 clusters Score -331148.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -331181.156250 Penalty: 3930.339844
	Iteration 13Q: 3 clusters Score -331181.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -331222.531250 Penalty: 3930.339844
	Iteration 14Q: 3 clusters Score -331222.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -331259.937500 Penalty: 3930.339844
	Iteration 15Q: 3 clusters Score -331259.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -331296.656250 Penalty: 3930.339844
	Iteration 16Q: 3 clusters Score -331296.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -331329.781250 Penalty: 3930.339844
	Iteration 17Q: 3 clusters Score -331329.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -331363.500000 Penalty: 3930.339844
	Iteration 18Q: 3 clusters Score -331363.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -331402.468750 Penalty: 3930.339844
	Iteration 19Q: 3 clusters Score -331402.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -331438.968750 Penalty: 3930.339844
	Iteration 20F: 3 clusters Score -331439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -331474.625000 Penalty: 3930.339844
	Iteration 21Q: 3 clusters Score -331474.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -331502.031250 Penalty: 3930.339844
	Iteration 22Q: 3 clusters Score -331502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -331529.906250 Penalty: 3930.339844
	Iteration 23Q: 3 clusters Score -331529.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -331556.625000 Penalty: 3930.339844
	Iteration 24Q: 3 clusters Score -331556.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -331576.218750 Penalty: 3930.339844
	Iteration 25Q: 3 clusters Score -331576.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -331594.062500 Penalty: 3930.339844
	Iteration 26Q: 3 clusters Score -331594.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -331607.375000 Penalty: 3930.339844
	Iteration 27Q: 3 clusters Score -331607.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -331621.656250 Penalty: 3930.339844
	Iteration 28Q: 3 clusters Score -331621.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -331631.843750 Penalty: 3930.339844
	Iteration 29Q: 3 clusters Score -331631.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -331637.250000 Penalty: 3930.339844
	Iteration 30Q: 3 clusters Score -331637.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -331640.812500 Penalty: 3930.339844
	Iteration 31Q: 3 clusters Score -331640.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -331640.812500 Penalty: 3930.339844
	Iteration 32F: 3 clusters Score -331640.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Entering Unmasked Estep 
Score: -4680533.000000 Penalty: 2606.638916
	Iteration 0F: 2 clusters Score -4680533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -4655623.500000 Penalty: 5213.277832
	Iteration 0F: 3 clusters Score -4655624 nChanged 16697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -4664630.000000 Penalty: 5213.277832
	Iteration 1F: 3 clusters Score -4664630 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -4665146.000000 Penalty: 5213.277832
	Iteration 2Q: 3 clusters Score -4665146 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -4665644.500000 Penalty: 5213.277832
	Iteration 3Q: 3 clusters Score -4665644 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -4666279.000000 Penalty: 5213.277832
	Iteration 4Q: 3 clusters Score -4666279 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -4666996.500000 Penalty: 5213.277832
	Iteration 5Q: 3 clusters Score -4666996 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -4667974.500000 Penalty: 5213.277832
	Iteration 6Q: 3 clusters Score -4667974 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -4669142.000000 Penalty: 5213.277832
	Iteration 7F: 3 clusters Score -4669142 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -4670757.000000 Penalty: 5213.277832
	Iteration 8F: 3 clusters Score -4670757 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -4672562.000000 Penalty: 5213.277832
	Iteration 9F: 3 clusters Score -4672562 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -4674363.000000 Penalty: 5213.277832
	Iteration 10F: 3 clusters Score -4674363 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -4675720.500000 Penalty: 5213.277832
	Iteration 11Q: 3 clusters Score -4675720 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -4676766.000000 Penalty: 5213.277832
	Iteration 12Q: 3 clusters Score -4676766 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4677417.500000 Penalty: 5213.277832
	Iteration 13Q: 3 clusters Score -4677418 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4677759.500000 Penalty: 5213.277832
	Iteration 14Q: 3 clusters Score -4677760 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4677933.000000 Penalty: 5213.277832
	Iteration 15Q: 3 clusters Score -4677933 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4678031.000000 Penalty: 5213.277832
	Iteration 16Q: 3 clusters Score -4678031 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4678105.500000 Penalty: 5213.277832
	Iteration 17Q: 3 clusters Score -4678106 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4678152.000000 Penalty: 5213.277832
	Iteration 18Q: 3 clusters Score -4678152 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4678197.000000 Penalty: 5213.277832
	Iteration 19Q: 3 clusters Score -4678197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4678221.500000 Penalty: 5213.277832
	Iteration 20F: 3 clusters Score -4678222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4678244.500000 Penalty: 5213.277832
	Iteration 21Q: 3 clusters Score -4678244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4678257.000000 Penalty: 5213.277832
	Iteration 22Q: 3 clusters Score -4678257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4678267.000000 Penalty: 5213.277832
	Iteration 23Q: 3 clusters Score -4678267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4678271.000000 Penalty: 5213.277832
	Iteration 24Q: 3 clusters Score -4678271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4678280.000000 Penalty: 5213.277832
	Iteration 25Q: 3 clusters Score -4678280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4678282.000000 Penalty: 5213.277832
	Iteration 26Q: 3 clusters Score -4678282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4678280.500000 Penalty: 5213.277832
	Iteration 27Q: 3 clusters Score -4678280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4678287.500000 Penalty: 5213.277832
	Iteration 28Q: 3 clusters Score -4678288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4678289.500000 Penalty: 5213.277832
	Iteration 29Q: 3 clusters Score -4678290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4678294.500000 Penalty: 5213.277832
	Iteration 30Q: 3 clusters Score -4678294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4678294.500000 Penalty: 5213.277832
	Iteration 31F: 3 clusters Score -4678294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Entering Unmasked Estep 
Score: -322429.312500 Penalty: 1965.259644
	Iteration 0F: 2 clusters Score -322429.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -319427.718750 Penalty: 3930.519287
	Iteration 0F: 3 clusters Score -319427.7 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -320300.750000 Penalty: 3930.519287
	Iteration 1F: 3 clusters Score -320300.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -320978.906250 Penalty: 3930.519287
	Iteration 2F: 3 clusters Score -320978.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -322882.656250 Penalty: 3930.519287
	Iteration 3F: 3 clusters Score -322882.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -325833.593750 Penalty: 3930.519287
	Iteration 4F: 3 clusters Score -325833.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -327008.031250 Penalty: 3930.519287
	Iteration 5F: 3 clusters Score -327008 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -327255.718750 Penalty: 3930.519287
	Iteration 6Q: 3 clusters Score -327255.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -327280.437500 Penalty: 3930.519287
	Iteration 7Q: 3 clusters Score -327280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -327283.187500 Penalty: 3930.519287
	Iteration 8Q: 3 clusters Score -327283.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -327284.468750 Penalty: 3930.519287
	Iteration 9Q: 3 clusters Score -327284.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -327284.468750 Penalty: 3930.519287
	Iteration 10F: 3 clusters Score -327284.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 309490 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 7 contains 47221 members 
Mstep: Class 8 contains 895 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 36704 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 192597 members 
Mstep: Class 15 contains 175851 members 
Mstep: Class 16 contains 12639 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 33070 members 
Mstep: Class 19 contains 6079 members 
Mstep: Class 23 contains 51949 members 
Mstep: Class 24 contains 59542 members 
Entering Unmasked Estep 
Score: -119290288.000000 Penalty: 58095.902344
Splitting cluster 12 changes total score from -119283720.000000 to -119290288.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 13 (192597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192597 members 
Entering Unmasked Estep 
Score: -24281306.000000 Penalty: 3017.751953
	Iteration 0F: 2 clusters Score -2.428131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96490 members 
Mstep: Class 2 contains 96107 members 
Entering Unmasked Estep 
Score: -24156192.000000 Penalty: 6035.503906
	Iteration 0F: 3 clusters Score -2.415619e+07 nChanged 92551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98589 members 
Mstep: Class 2 contains 94008 members 
Entering Unmasked Estep 
Score: -24210512.000000 Penalty: 6035.503906
	Iteration 1F: 3 clusters Score -2.421051e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 92711 members 
Entering Unmasked Estep 
Score: -24211530.000000 Penalty: 6035.503906
	Iteration 2Q: 3 clusters Score -2.421153e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101917 members 
Mstep: Class 2 contains 90680 members 
Entering Unmasked Estep 
Score: -24212838.000000 Penalty: 6035.503906
	Iteration 3Q: 3 clusters Score -2.421284e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104925 members 
Mstep: Class 2 contains 87672 members 
Entering Unmasked Estep 
Score: -24214218.000000 Penalty: 6035.503906
	Iteration 4Q: 3 clusters Score -2.421422e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109467 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -24216650.000000 Penalty: 6035.503906
	Iteration 5Q: 3 clusters Score -2.421665e+07 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116123 members 
Mstep: Class 2 contains 76474 members 
Entering Unmasked Estep 
Score: -24220086.000000 Penalty: 6035.503906
	Iteration 6Q: 3 clusters Score -2.422009e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125394 members 
Mstep: Class 2 contains 67203 members 
Entering Unmasked Estep 
Score: -24225792.000000 Penalty: 6035.503906
	Iteration 7F: 3 clusters Score -2.422579e+07 nChanged 12571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137587 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -24234406.000000 Penalty: 6035.503906
	Iteration 8F: 3 clusters Score -2.423441e+07 nChanged 14471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151900 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -24246366.000000 Penalty: 6035.503906
	Iteration 9F: 3 clusters Score -2.424637e+07 nChanged 14101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165949 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -24259162.000000 Penalty: 6035.503906
	Iteration 10F: 3 clusters Score -2.425916e+07 nChanged 11438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177375 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -24268846.000000 Penalty: 6035.503906
	Iteration 11F: 3 clusters Score -2.426885e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185009 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -24274288.000000 Penalty: 6035.503906
	Iteration 12Q: 3 clusters Score -2.427429e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189157 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -24276818.000000 Penalty: 6035.503906
	Iteration 13Q: 3 clusters Score -2.427682e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190988 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -24277818.000000 Penalty: 6035.503906
	Iteration 14Q: 3 clusters Score -2.427782e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191692 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -24278192.000000 Penalty: 6035.503906
	Iteration 15Q: 3 clusters Score -2.427819e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191972 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -24278448.000000 Penalty: 6035.503906
	Iteration 16Q: 3 clusters Score -2.427845e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192095 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -24278574.000000 Penalty: 6035.503906
	Iteration 17Q: 3 clusters Score -2.427857e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192154 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -24278624.000000 Penalty: 6035.503906
	Iteration 18Q: 3 clusters Score -2.427862e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192192 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -24278662.000000 Penalty: 6035.503906
	Iteration 19Q: 3 clusters Score -2.427866e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192213 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -24278700.000000 Penalty: 6035.503906
	Iteration 20F: 3 clusters Score -2.42787e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192220 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -24278734.000000 Penalty: 6035.503906
	Iteration 21Q: 3 clusters Score -2.427873e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192223 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -24278758.000000 Penalty: 6035.503906
	Iteration 22Q: 3 clusters Score -2.427876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192222 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -24278768.000000 Penalty: 6035.503906
	Iteration 23Q: 3 clusters Score -2.427877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192227 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -24278780.000000 Penalty: 6035.503906
	Iteration 24Q: 3 clusters Score -2.427878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192230 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -24278784.000000 Penalty: 6035.503906
	Iteration 25Q: 3 clusters Score -2.427878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192233 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -24278778.000000 Penalty: 6035.503906
	Iteration 26Q: 3 clusters Score -2.427878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192237 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -24278770.000000 Penalty: 6035.503906
	Iteration 27Q: 3 clusters Score -2.427877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192237 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -24278780.000000 Penalty: 6035.503906
	Iteration 28Q: 3 clusters Score -2.427878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192239 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -24278778.000000 Penalty: 6035.503906
	Iteration 29Q: 3 clusters Score -2.427878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192237 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -24278786.000000 Penalty: 6035.503906
	Iteration 30Q: 3 clusters Score -2.427879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192238 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -24278790.000000 Penalty: 6035.503906
	Iteration 31Q: 3 clusters Score -2.427879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192239 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -24278792.000000 Penalty: 6035.503906
	Iteration 32Q: 3 clusters Score -2.427879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192239 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -24278792.000000 Penalty: 6035.503906
	Iteration 33F: 3 clusters Score -2.427879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (175851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175851 members 
Entering Unmasked Estep 
Score: -22172666.000000 Penalty: 2995.193359
	Iteration 0F: 2 clusters Score -2.217267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88306 members 
Mstep: Class 2 contains 87545 members 
Entering Unmasked Estep 
Score: -22056244.000000 Penalty: 5990.386719
	Iteration 0F: 3 clusters Score -2.205624e+07 nChanged 84348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93146 members 
Mstep: Class 2 contains 82705 members 
Entering Unmasked Estep 
Score: -22104782.000000 Penalty: 5990.386719
	Iteration 1F: 3 clusters Score -2.210478e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96265 members 
Mstep: Class 2 contains 79586 members 
Entering Unmasked Estep 
Score: -22106366.000000 Penalty: 5990.386719
	Iteration 2Q: 3 clusters Score -2.210637e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101037 members 
Mstep: Class 2 contains 74814 members 
Entering Unmasked Estep 
Score: -22108730.000000 Penalty: 5990.386719
	Iteration 3Q: 3 clusters Score -2.210873e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108144 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -22112812.000000 Penalty: 5990.386719
	Iteration 4Q: 3 clusters Score -2.211281e+07 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118287 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -22120038.000000 Penalty: 5990.386719
	Iteration 5F: 3 clusters Score -2.212004e+07 nChanged 13358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131459 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -22130960.000000 Penalty: 5990.386719
	Iteration 6F: 3 clusters Score -2.213096e+07 nChanged 14194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145581 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -22144036.000000 Penalty: 5990.386719
	Iteration 7F: 3 clusters Score -2.214404e+07 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157879 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -22155344.000000 Penalty: 5990.386719
	Iteration 8F: 3 clusters Score -2.215534e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166133 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -22162770.000000 Penalty: 5990.386719
	Iteration 9Q: 3 clusters Score -2.216277e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170796 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -22166566.000000 Penalty: 5990.386719
	Iteration 10Q: 3 clusters Score -2.216657e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173266 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -22168458.000000 Penalty: 5990.386719
	Iteration 11Q: 3 clusters Score -2.216846e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174430 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -22169372.000000 Penalty: 5990.386719
	Iteration 12Q: 3 clusters Score -2.216937e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174925 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -22169690.000000 Penalty: 5990.386719
	Iteration 13Q: 3 clusters Score -2.216969e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175158 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -22169870.000000 Penalty: 5990.386719
	Iteration 14Q: 3 clusters Score -2.216987e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175268 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -22169994.000000 Penalty: 5990.386719
	Iteration 15Q: 3 clusters Score -2.216999e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175320 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -22170036.000000 Penalty: 5990.386719
	Iteration 16Q: 3 clusters Score -2.217004e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175350 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -22170072.000000 Penalty: 5990.386719
	Iteration 17Q: 3 clusters Score -2.217007e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175375 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -22170100.000000 Penalty: 5990.386719
	Iteration 18Q: 3 clusters Score -2.21701e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175394 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -22170102.000000 Penalty: 5990.386719
	Iteration 19Q: 3 clusters Score -2.21701e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175408 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -22170112.000000 Penalty: 5990.386719
	Iteration 20F: 3 clusters Score -2.217011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175418 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -22170108.000000 Penalty: 5990.386719
	Iteration 21Q: 3 clusters Score -2.217011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175426 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -22170150.000000 Penalty: 5990.386719
	Iteration 22Q: 3 clusters Score -2.217015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175431 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -22170144.000000 Penalty: 5990.386719
	Iteration 23Q: 3 clusters Score -2.217014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175432 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -22170132.000000 Penalty: 5990.386719
	Iteration 24Q: 3 clusters Score -2.217013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175433 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -22170134.000000 Penalty: 5990.386719
	Iteration 25Q: 3 clusters Score -2.217013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175434 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -22170144.000000 Penalty: 5990.386719
	Iteration 26Q: 3 clusters Score -2.217014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175435 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -22170140.000000 Penalty: 5990.386719
	Iteration 27Q: 3 clusters Score -2.217014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175436 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -22170144.000000 Penalty: 5990.386719
	Iteration 28Q: 3 clusters Score -2.217014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175436 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -22170144.000000 Penalty: 5990.386719
	Iteration 29F: 3 clusters Score -2.217014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Entering Unmasked Estep 
Score: -1506982.375000 Penalty: 2342.246582
	Iteration 0F: 2 clusters Score -1506982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1497735.875000 Penalty: 4684.493164
	Iteration 0F: 3 clusters Score -1497736 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1500519.375000 Penalty: 4684.493164
	Iteration 1F: 3 clusters Score -1500519 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1500923.625000 Penalty: 4684.493164
	Iteration 2F: 3 clusters Score -1500924 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1501372.250000 Penalty: 4684.493164
	Iteration 3F: 3 clusters Score -1501372 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1501947.250000 Penalty: 4684.493164
	Iteration 4F: 3 clusters Score -1501947 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1502713.250000 Penalty: 4684.493164
	Iteration 5F: 3 clusters Score -1502713 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1503688.375000 Penalty: 4684.493164
	Iteration 6F: 3 clusters Score -1503688 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1504571.750000 Penalty: 4684.493164
	Iteration 7F: 3 clusters Score -1504572 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1505224.375000 Penalty: 4684.493164
	Iteration 8F: 3 clusters Score -1505224 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1505732.625000 Penalty: 4684.493164
	Iteration 9Q: 3 clusters Score -1505733 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1506109.125000 Penalty: 4684.493164
	Iteration 10Q: 3 clusters Score -1506109 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1506406.500000 Penalty: 4684.493164
	Iteration 11Q: 3 clusters Score -1506406 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1506612.375000 Penalty: 4684.493164
	Iteration 12Q: 3 clusters Score -1506612 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1506732.875000 Penalty: 4684.493164
	Iteration 13Q: 3 clusters Score -1506733 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1506801.875000 Penalty: 4684.493164
	Iteration 14Q: 3 clusters Score -1506802 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1506832.125000 Penalty: 4684.493164
	Iteration 15Q: 3 clusters Score -1506832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1506856.625000 Penalty: 4684.493164
	Iteration 16Q: 3 clusters Score -1506857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1506862.625000 Penalty: 4684.493164
	Iteration 17Q: 3 clusters Score -1506863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1506866.125000 Penalty: 4684.493164
	Iteration 18Q: 3 clusters Score -1506866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1506868.375000 Penalty: 4684.493164
	Iteration 19Q: 3 clusters Score -1506868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1506868.375000 Penalty: 4684.493164
	Iteration 20F: 3 clusters Score -1506868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -136645.812500 Penalty: 1811.353027
	Iteration 0F: 2 clusters Score -136645.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -134696.562500 Penalty: 3622.706055
	Iteration 0F: 3 clusters Score -134696.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -136794.890625 Penalty: 3622.706055
	Iteration 1F: 3 clusters Score -136794.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -138268.015625 Penalty: 3622.706055
	Iteration 2F: 3 clusters Score -138268 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -139353.375000 Penalty: 3622.706055
	Iteration 3F: 3 clusters Score -139353.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -139604.234375 Penalty: 3622.706055
	Iteration 4Q: 3 clusters Score -139604.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -139692.171875 Penalty: 3622.706055
	Iteration 5Q: 3 clusters Score -139692.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -139866.250000 Penalty: 3622.706055
	Iteration 6Q: 3 clusters Score -139866.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -140185.812500 Penalty: 3622.706055
	Iteration 7Q: 3 clusters Score -140185.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -140486.578125 Penalty: 3622.706055
	Iteration 8Q: 3 clusters Score -140486.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -140769.187500 Penalty: 3622.706055
	Iteration 9Q: 3 clusters Score -140769.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -141082.015625 Penalty: 3622.706055
	Iteration 10Q: 3 clusters Score -141082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -141092.281250 Penalty: 3622.706055
	Iteration 11Q: 3 clusters Score -141092.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -141095.656250 Penalty: 3622.706055
	Iteration 12Q: 3 clusters Score -141095.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -141096.781250 Penalty: 3622.706055
	Iteration 13Q: 3 clusters Score -141096.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -141096.781250 Penalty: 3622.706055
	Iteration 14F: 3 clusters Score -141096.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 309490 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 970 members 
Mstep: Class 7 contains 47221 members 
Mstep: Class 8 contains 895 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 36704 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 192597 members 
Mstep: Class 15 contains 175851 members 
Mstep: Class 16 contains 12639 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33070 members 
Mstep: Class 19 contains 6079 members 
Mstep: Class 23 contains 51949 members 
Mstep: Class 24 contains 59542 members 
Entering Unmasked Estep 
Score: -119293168.000000 Penalty: 61513.308594
Splitting cluster 17 changes total score from -119283720.000000 to -119293168.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 18 (33070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Entering Unmasked Estep 
Score: -4212101.500000 Penalty: 2580.782715
	Iteration 0F: 2 clusters Score -4212102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -4189556.500000 Penalty: 5161.565430
	Iteration 0F: 3 clusters Score -4189556 nChanged 15011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -4197731.000000 Penalty: 5161.565430
	Iteration 1F: 3 clusters Score -4197731 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -4198315.000000 Penalty: 5161.565430
	Iteration 2Q: 3 clusters Score -4198315 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -4198923.500000 Penalty: 5161.565430
	Iteration 3Q: 3 clusters Score -4198924 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -4199630.500000 Penalty: 5161.565430
	Iteration 4Q: 3 clusters Score -4199630 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -4200480.000000 Penalty: 5161.565430
	Iteration 5Q: 3 clusters Score -4200480 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -4201471.500000 Penalty: 5161.565430
	Iteration 6Q: 3 clusters Score -4201472 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -4202611.000000 Penalty: 5161.565430
	Iteration 7F: 3 clusters Score -4202611 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -4203789.000000 Penalty: 5161.565430
	Iteration 8Q: 3 clusters Score -4203789 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -4204939.000000 Penalty: 5161.565430
	Iteration 9Q: 3 clusters Score -4204939 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -4205917.000000 Penalty: 5161.565430
	Iteration 10Q: 3 clusters Score -4205917 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -4206679.500000 Penalty: 5161.565430
	Iteration 11Q: 3 clusters Score -4206680 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -4207195.500000 Penalty: 5161.565430
	Iteration 12Q: 3 clusters Score -4207196 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -4207540.500000 Penalty: 5161.565430
	Iteration 13Q: 3 clusters Score -4207540 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -4207843.000000 Penalty: 5161.565430
	Iteration 14Q: 3 clusters Score -4207843 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -4208056.000000 Penalty: 5161.565430
	Iteration 15Q: 3 clusters Score -4208056 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -4208200.500000 Penalty: 5161.565430
	Iteration 16Q: 3 clusters Score -4208200 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -4208366.000000 Penalty: 5161.565430
	Iteration 17Q: 3 clusters Score -4208366 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -4208514.500000 Penalty: 5161.565430
	Iteration 18Q: 3 clusters Score -4208514 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -4208662.000000 Penalty: 5161.565430
	Iteration 19Q: 3 clusters Score -4208662 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -4208800.000000 Penalty: 5161.565430
	Iteration 20F: 3 clusters Score -4208800 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -4208940.000000 Penalty: 5161.565430
	Iteration 21Q: 3 clusters Score -4208940 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4209048.000000 Penalty: 5161.565430
	Iteration 22Q: 3 clusters Score -4209048 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4209177.000000 Penalty: 5161.565430
	Iteration 23Q: 3 clusters Score -4209177 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4209285.500000 Penalty: 5161.565430
	Iteration 24Q: 3 clusters Score -4209286 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4209386.500000 Penalty: 5161.565430
	Iteration 25Q: 3 clusters Score -4209386 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4209478.500000 Penalty: 5161.565430
	Iteration 26Q: 3 clusters Score -4209478 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4209546.000000 Penalty: 5161.565430
	Iteration 27Q: 3 clusters Score -4209546 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4209566.000000 Penalty: 5161.565430
	Iteration 28Q: 3 clusters Score -4209566 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4209595.000000 Penalty: 5161.565430
	Iteration 29Q: 3 clusters Score -4209595 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4209618.500000 Penalty: 5161.565430
	Iteration 30Q: 3 clusters Score -4209618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4209640.000000 Penalty: 5161.565430
	Iteration 31Q: 3 clusters Score -4209640 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4209662.000000 Penalty: 5161.565430
	Iteration 32Q: 3 clusters Score -4209662 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4209694.000000 Penalty: 5161.565430
	Iteration 33Q: 3 clusters Score -4209694 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4209727.000000 Penalty: 5161.565430
	Iteration 34Q: 3 clusters Score -4209727 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4209762.500000 Penalty: 5161.565430
	Iteration 35Q: 3 clusters Score -4209762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4209781.500000 Penalty: 5161.565430
	Iteration 36Q: 3 clusters Score -4209782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4209803.000000 Penalty: 5161.565430
	Iteration 37Q: 3 clusters Score -4209803 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4209810.500000 Penalty: 5161.565430
	Iteration 38Q: 3 clusters Score -4209810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4209822.500000 Penalty: 5161.565430
	Iteration 39Q: 3 clusters Score -4209822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4209829.500000 Penalty: 5161.565430
	Iteration 40F: 3 clusters Score -4209830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4209837.500000 Penalty: 5161.565430
	Iteration 41Q: 3 clusters Score -4209838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4209844.500000 Penalty: 5161.565430
	Iteration 42Q: 3 clusters Score -4209844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4209849.500000 Penalty: 5161.565430
	Iteration 43Q: 3 clusters Score -4209850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4209851.000000 Penalty: 5161.565430
	Iteration 44Q: 3 clusters Score -4209851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4209858.500000 Penalty: 5161.565430
	Iteration 45Q: 3 clusters Score -4209858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4209865.000000 Penalty: 5161.565430
	Iteration 46Q: 3 clusters Score -4209865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4209867.000000 Penalty: 5161.565430
	Iteration 47Q: 3 clusters Score -4209867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4209876.000000 Penalty: 5161.565430
	Iteration 48Q: 3 clusters Score -4209876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4209886.000000 Penalty: 5161.565430
	Iteration 49Q: 3 clusters Score -4209886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4209889.500000 Penalty: 5161.565430
	Iteration 50Q: 3 clusters Score -4209890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4209887.000000 Penalty: 5161.565430
	Iteration 51Q: 3 clusters Score -4209887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4209886.000000 Penalty: 5161.565430
	Iteration 52Q: 3 clusters Score -4209886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4209894.500000 Penalty: 5161.565430
	Iteration 53Q: 3 clusters Score -4209894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4209889.500000 Penalty: 5161.565430
	Iteration 54Q: 3 clusters Score -4209890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4209885.500000 Penalty: 5161.565430
	Iteration 55Q: 3 clusters Score -4209886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4209885.500000 Penalty: 5161.565430
	Iteration 56F: 3 clusters Score -4209886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Entering Unmasked Estep 
Score: -779321.187500 Penalty: 2160.723877
	Iteration 0F: 2 clusters Score -779321.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -774092.312500 Penalty: 4321.447754
	Iteration 0F: 3 clusters Score -774092.3 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -775400.437500 Penalty: 4321.447754
	Iteration 1F: 3 clusters Score -775400.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -775619.375000 Penalty: 4321.447754
	Iteration 2F: 3 clusters Score -775619.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -775751.312500 Penalty: 4321.447754
	Iteration 3Q: 3 clusters Score -775751.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -775847.062500 Penalty: 4321.447754
	Iteration 4Q: 3 clusters Score -775847.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -775928.062500 Penalty: 4321.447754
	Iteration 5Q: 3 clusters Score -775928.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -776008.062500 Penalty: 4321.447754
	Iteration 6Q: 3 clusters Score -776008.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -776078.875000 Penalty: 4321.447754
	Iteration 7Q: 3 clusters Score -776078.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -776143.062500 Penalty: 4321.447754
	Iteration 8Q: 3 clusters Score -776143.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -776209.187500 Penalty: 4321.447754
	Iteration 9Q: 3 clusters Score -776209.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -776279.937500 Penalty: 4321.447754
	Iteration 10Q: 3 clusters Score -776279.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -776341.250000 Penalty: 4321.447754
	Iteration 11Q: 3 clusters Score -776341.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -776396.375000 Penalty: 4321.447754
	Iteration 12Q: 3 clusters Score -776396.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -776455.750000 Penalty: 4321.447754
	Iteration 13Q: 3 clusters Score -776455.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -776521.437500 Penalty: 4321.447754
	Iteration 14Q: 3 clusters Score -776521.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -776583.687500 Penalty: 4321.447754
	Iteration 15Q: 3 clusters Score -776583.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -776640.875000 Penalty: 4321.447754
	Iteration 16Q: 3 clusters Score -776640.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -776714.187500 Penalty: 4321.447754
	Iteration 17Q: 3 clusters Score -776714.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -776796.187500 Penalty: 4321.447754
	Iteration 18Q: 3 clusters Score -776796.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -776888.125000 Penalty: 4321.447754
	Iteration 19Q: 3 clusters Score -776888.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -776960.125000 Penalty: 4321.447754
	Iteration 20F: 3 clusters Score -776960.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -777035.562500 Penalty: 4321.447754
	Iteration 21Q: 3 clusters Score -777035.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -777090.437500 Penalty: 4321.447754
	Iteration 22Q: 3 clusters Score -777090.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -777137.562500 Penalty: 4321.447754
	Iteration 23Q: 3 clusters Score -777137.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -777193.562500 Penalty: 4321.447754
	Iteration 24Q: 3 clusters Score -777193.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -777226.687500 Penalty: 4321.447754
	Iteration 25Q: 3 clusters Score -777226.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -777238.562500 Penalty: 4321.447754
	Iteration 26Q: 3 clusters Score -777238.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -777259.312500 Penalty: 4321.447754
	Iteration 27Q: 3 clusters Score -777259.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -777282.312500 Penalty: 4321.447754
	Iteration 28Q: 3 clusters Score -777282.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -777300.000000 Penalty: 4321.447754
	Iteration 29Q: 3 clusters Score -777300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -777320.000000 Penalty: 4321.447754
	Iteration 30Q: 3 clusters Score -777320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -777335.125000 Penalty: 4321.447754
	Iteration 31Q: 3 clusters Score -777335.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -777345.687500 Penalty: 4321.447754
	Iteration 32Q: 3 clusters Score -777345.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -777356.562500 Penalty: 4321.447754
	Iteration 33Q: 3 clusters Score -777356.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -777363.812500 Penalty: 4321.447754
	Iteration 34Q: 3 clusters Score -777363.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -777369.125000 Penalty: 4321.447754
	Iteration 35Q: 3 clusters Score -777369.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -777378.750000 Penalty: 4321.447754
	Iteration 36Q: 3 clusters Score -777378.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -777385.562500 Penalty: 4321.447754
	Iteration 37Q: 3 clusters Score -777385.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -777388.375000 Penalty: 4321.447754
	Iteration 38Q: 3 clusters Score -777388.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -777390.375000 Penalty: 4321.447754
	Iteration 39Q: 3 clusters Score -777390.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -777389.875000 Penalty: 4321.447754
	Iteration 40F: 3 clusters Score -777389.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -777390.187500 Penalty: 4321.447754
	Iteration 41Q: 3 clusters Score -777390.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -777391.125000 Penalty: 4321.447754
	Iteration 42Q: 3 clusters Score -777391.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -777391.125000 Penalty: 4321.447754
	Iteration 43F: 3 clusters Score -777391.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (51949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Entering Unmasked Estep 
Score: -6618330.500000 Penalty: 2692.788330
	Iteration 0F: 2 clusters Score -6618330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -6583489.500000 Penalty: 5385.576660
	Iteration 0F: 3 clusters Score -6583490 nChanged 23906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -6596782.000000 Penalty: 5385.576660
	Iteration 1F: 3 clusters Score -6596782 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -6597557.500000 Penalty: 5385.576660
	Iteration 2Q: 3 clusters Score -6597558 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -6598458.500000 Penalty: 5385.576660
	Iteration 3Q: 3 clusters Score -6598458 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -6599603.000000 Penalty: 5385.576660
	Iteration 4Q: 3 clusters Score -6599603 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -6601227.500000 Penalty: 5385.576660
	Iteration 5Q: 3 clusters Score -6601228 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -6603381.000000 Penalty: 5385.576660
	Iteration 6F: 3 clusters Score -6603381 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -6606083.000000 Penalty: 5385.576660
	Iteration 7F: 3 clusters Score -6606083 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -6608746.500000 Penalty: 5385.576660
	Iteration 8F: 3 clusters Score -6608746 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -6611041.500000 Penalty: 5385.576660
	Iteration 9F: 3 clusters Score -6611042 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -6612660.500000 Penalty: 5385.576660
	Iteration 10Q: 3 clusters Score -6612660 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -6613774.000000 Penalty: 5385.576660
	Iteration 11Q: 3 clusters Score -6613774 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -6614539.500000 Penalty: 5385.576660
	Iteration 12Q: 3 clusters Score -6614540 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -6615017.000000 Penalty: 5385.576660
	Iteration 13Q: 3 clusters Score -6615017 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -6615348.500000 Penalty: 5385.576660
	Iteration 14Q: 3 clusters Score -6615348 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -6615526.500000 Penalty: 5385.576660
	Iteration 15Q: 3 clusters Score -6615526 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -6615666.500000 Penalty: 5385.576660
	Iteration 16Q: 3 clusters Score -6615666 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -6615736.000000 Penalty: 5385.576660
	Iteration 17Q: 3 clusters Score -6615736 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -6615815.000000 Penalty: 5385.576660
	Iteration 18Q: 3 clusters Score -6615815 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -6615852.500000 Penalty: 5385.576660
	Iteration 19Q: 3 clusters Score -6615852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -6615887.500000 Penalty: 5385.576660
	Iteration 20F: 3 clusters Score -6615888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 51435 members 
Entering Unmasked Estep 
Score: -6615925.000000 Penalty: 5385.576660
	Iteration 21Q: 3 clusters Score -6615925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -6615955.000000 Penalty: 5385.576660
	Iteration 22Q: 3 clusters Score -6615955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -6615980.000000 Penalty: 5385.576660
	Iteration 23Q: 3 clusters Score -6615980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -6616000.000000 Penalty: 5385.576660
	Iteration 24Q: 3 clusters Score -6616000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
Score: -6616015.000000 Penalty: 5385.576660
	Iteration 25Q: 3 clusters Score -6616015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 51528 members 
Entering Unmasked Estep 
Score: -6616017.500000 Penalty: 5385.576660
	Iteration 26Q: 3 clusters Score -6616018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -6616026.000000 Penalty: 5385.576660
	Iteration 27Q: 3 clusters Score -6616026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -6616041.000000 Penalty: 5385.576660
	Iteration 28Q: 3 clusters Score -6616041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -6616042.000000 Penalty: 5385.576660
	Iteration 29Q: 3 clusters Score -6616042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -6616045.500000 Penalty: 5385.576660
	Iteration 30Q: 3 clusters Score -6616046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -6616045.500000 Penalty: 5385.576660
	Iteration 31F: 3 clusters Score -6616046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (59542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59542 members 
Entering Unmasked Estep 
Score: -7250243.000000 Penalty: 2726.620361
	Iteration 0F: 2 clusters Score -7250243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -7210192.000000 Penalty: 5453.240723
	Iteration 0F: 3 clusters Score -7210192 nChanged 27813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -7226064.500000 Penalty: 5453.240723
	Iteration 1F: 3 clusters Score -7226064 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -7227969.000000 Penalty: 5453.240723
	Iteration 2Q: 3 clusters Score -7227969 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -7231223.000000 Penalty: 5453.240723
	Iteration 3F: 3 clusters Score -7231223 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -7235446.000000 Penalty: 5453.240723
	Iteration 4F: 3 clusters Score -7235446 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -7239922.500000 Penalty: 5453.240723
	Iteration 5F: 3 clusters Score -7239922 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -7244046.500000 Penalty: 5453.240723
	Iteration 6F: 3 clusters Score -7244046 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -7246738.000000 Penalty: 5453.240723
	Iteration 7F: 3 clusters Score -7246738 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -7248026.500000 Penalty: 5453.240723
	Iteration 8Q: 3 clusters Score -7248026 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -7248405.500000 Penalty: 5453.240723
	Iteration 9Q: 3 clusters Score -7248406 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -7248496.500000 Penalty: 5453.240723
	Iteration 10Q: 3 clusters Score -7248496 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -7248542.000000 Penalty: 5453.240723
	Iteration 11Q: 3 clusters Score -7248542 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -7248599.000000 Penalty: 5453.240723
	Iteration 12Q: 3 clusters Score -7248599 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -7248612.000000 Penalty: 5453.240723
	Iteration 13Q: 3 clusters Score -7248612 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -7248643.500000 Penalty: 5453.240723
	Iteration 14Q: 3 clusters Score -7248644 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -7248660.000000 Penalty: 5453.240723
	Iteration 15Q: 3 clusters Score -7248660 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -7248686.500000 Penalty: 5453.240723
	Iteration 16Q: 3 clusters Score -7248686 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -7248722.500000 Penalty: 5453.240723
	Iteration 17Q: 3 clusters Score -7248722 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -7248756.500000 Penalty: 5453.240723
	Iteration 18Q: 3 clusters Score -7248756 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -7248762.000000 Penalty: 5453.240723
	Iteration 19Q: 3 clusters Score -7248762 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -7248778.000000 Penalty: 5453.240723
	Iteration 20F: 3 clusters Score -7248778 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -7248818.500000 Penalty: 5453.240723
	Iteration 21Q: 3 clusters Score -7248818 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -7248850.000000 Penalty: 5453.240723
	Iteration 22Q: 3 clusters Score -7248850 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -7248859.000000 Penalty: 5453.240723
	Iteration 23Q: 3 clusters Score -7248859 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -7248906.000000 Penalty: 5453.240723
	Iteration 24Q: 3 clusters Score -7248906 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -7248995.000000 Penalty: 5453.240723
	Iteration 25Q: 3 clusters Score -7248995 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -7249027.500000 Penalty: 5453.240723
	Iteration 26Q: 3 clusters Score -7249028 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -7249171.500000 Penalty: 5453.240723
	Iteration 27Q: 3 clusters Score -7249172 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 49828 members 
Entering Unmasked Estep 
Score: -7249344.500000 Penalty: 5453.240723
	Iteration 28Q: 3 clusters Score -7249344 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -7249573.500000 Penalty: 5453.240723
	Iteration 29Q: 3 clusters Score -7249574 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -7250114.000000 Penalty: 5453.240723
	Iteration 30Q: 3 clusters Score -7250114 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -7251022.500000 Penalty: 5453.240723
	Iteration 31Q: 3 clusters Score -7251022 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -7252388.500000 Penalty: 5453.240723
	Iteration 32Q: 3 clusters Score -7252388 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -7253395.500000 Penalty: 5453.240723
	Iteration 33Q: 3 clusters Score -7253396 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -7253616.000000 Penalty: 5453.240723
	Iteration 34Q: 3 clusters Score -7253616 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -7253786.500000 Penalty: 5453.240723
	Iteration 35Q: 3 clusters Score -7253786 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 55447 members 
Entering Unmasked Estep 
Score: -7253886.000000 Penalty: 5453.240723
	Iteration 36Q: 3 clusters Score -7253886 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -7253922.000000 Penalty: 5453.240723
	Iteration 37Q: 3 clusters Score -7253922 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -7253963.500000 Penalty: 5453.240723
	Iteration 38Q: 3 clusters Score -7253964 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 55946 members 
Entering Unmasked Estep 
Score: -7254001.500000 Penalty: 5453.240723
	Iteration 39Q: 3 clusters Score -7254002 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -7253988.500000 Penalty: 5453.240723
	Iteration 40F: 3 clusters Score -7253988 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -7253993.000000 Penalty: 5453.240723
	Iteration 41Q: 3 clusters Score -7253993 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -7254011.500000 Penalty: 5453.240723
	Iteration 42Q: 3 clusters Score -7254012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 56196 members 
Entering Unmasked Estep 
Score: -7254024.000000 Penalty: 5453.240723
	Iteration 43Q: 3 clusters Score -7254024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 56221 members 
Entering Unmasked Estep 
Score: -7254029.000000 Penalty: 5453.240723
	Iteration 44Q: 3 clusters Score -7254029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 56239 members 
Entering Unmasked Estep 
Score: -7254036.000000 Penalty: 5453.240723
	Iteration 45Q: 3 clusters Score -7254036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -7254039.500000 Penalty: 5453.240723
	Iteration 46Q: 3 clusters Score -7254040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 56265 members 
Entering Unmasked Estep 
Score: -7254040.500000 Penalty: 5453.240723
	Iteration 47Q: 3 clusters Score -7254040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -7254039.000000 Penalty: 5453.240723
	Iteration 48Q: 3 clusters Score -7254039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -7254034.000000 Penalty: 5453.240723
	Iteration 49Q: 3 clusters Score -7254034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 56304 members 
Entering Unmasked Estep 
Score: -7254044.000000 Penalty: 5453.240723
	Iteration 50Q: 3 clusters Score -7254044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -7254041.500000 Penalty: 5453.240723
	Iteration 51Q: 3 clusters Score -7254042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -7254044.500000 Penalty: 5453.240723
	Iteration 52Q: 3 clusters Score -7254044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -7254043.000000 Penalty: 5453.240723
	Iteration 53Q: 3 clusters Score -7254043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -7254043.000000 Penalty: 5453.240723
	Iteration 54Q: 3 clusters Score -7254043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -7254039.500000 Penalty: 5453.240723
	Iteration 55Q: 3 clusters Score -7254040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -7254039.500000 Penalty: 5453.240723
	Iteration 56F: 3 clusters Score -7254040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 309490 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 970 members 
Mstep: Class 6 contains 56321 members 
Mstep: Class 7 contains 47221 members 
Mstep: Class 8 contains 895 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 36704 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 192597 members 
Mstep: Class 15 contains 175851 members 
Mstep: Class 16 contains 12639 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33070 members 
Mstep: Class 19 contains 6079 members 
Mstep: Class 23 contains 51949 members 
Mstep: Class 24 contains 3221 members 
Entering Unmasked Estep 
Score: -119296280.000000 Penalty: 64930.714844
Splitting cluster 24 changes total score from -119283720.000000 to -119296280.000000
So it's getting split into cluster 6.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 309490 members 
Mstep: Class 7 contains 47221 members 
Mstep: Class 8 contains 895 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 36704 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 192597 members 
Mstep: Class 15 contains 175851 members 
Mstep: Class 16 contains 12639 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33070 members 
Mstep: Class 19 contains 6079 members 
Mstep: Class 23 contains 51949 members 
Mstep: Class 24 contains 3221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119296776.000000 Penalty: 64930.714844
Iteration 39Q: 20 clusters Score -1.192968e+08 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 309876 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 441 members 
Mstep: Class 5 contains 973 members 
Mstep: Class 6 contains 55623 members 
Mstep: Class 7 contains 47135 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 36961 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 192071 members 
Mstep: Class 15 contains 176149 members 
Mstep: Class 16 contains 12641 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33103 members 
Mstep: Class 19 contains 6121 members 
Mstep: Class 23 contains 52021 members 
Mstep: Class 24 contains 3221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119297728.000000 Penalty: 64930.714844
Iteration 40F: 20 clusters Score -1.192977e+08 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 308760 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 976 members 
Mstep: Class 6 contains 56555 members 
Mstep: Class 7 contains 46967 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2717 members 
Mstep: Class 10 contains 37296 members 
Mstep: Class 12 contains 2369 members 
Mstep: Class 13 contains 191527 members 
Mstep: Class 15 contains 176363 members 
Mstep: Class 16 contains 12626 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33140 members 
Mstep: Class 19 contains 6171 members 
Mstep: Class 23 contains 52090 members 
Mstep: Class 24 contains 3235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119299392.000000 Penalty: 64930.714844
Iteration 41Q: 20 clusters Score -1.192994e+08 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 308658 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 976 members 
Mstep: Class 6 contains 57096 members 
Mstep: Class 7 contains 46781 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2708 members 
Mstep: Class 10 contains 37545 members 
Mstep: Class 12 contains 2376 members 
Mstep: Class 13 contains 190797 members 
Mstep: Class 15 contains 176346 members 
Mstep: Class 16 contains 12622 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33145 members 
Mstep: Class 19 contains 6225 members 
Mstep: Class 23 contains 52097 members 
Mstep: Class 24 contains 3292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119299840.000000 Penalty: 64930.714844
Iteration 42Q: 20 clusters Score -1.192998e+08 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 308819 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 57437 members 
Mstep: Class 7 contains 46603 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 37784 members 
Mstep: Class 12 contains 2380 members 
Mstep: Class 13 contains 190094 members 
Mstep: Class 15 contains 176311 members 
Mstep: Class 16 contains 12618 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33126 members 
Mstep: Class 19 contains 6273 members 
Mstep: Class 23 contains 52076 members 
Mstep: Class 24 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119300208.000000 Penalty: 64930.714844
Iteration 43Q: 20 clusters Score -1.193002e+08 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 308985 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 973 members 
Mstep: Class 6 contains 57685 members 
Mstep: Class 7 contains 46426 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2700 members 
Mstep: Class 10 contains 37970 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 189469 members 
Mstep: Class 15 contains 176255 members 
Mstep: Class 16 contains 12610 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33117 members 
Mstep: Class 19 contains 6357 members 
Mstep: Class 23 contains 52066 members 
Mstep: Class 24 contains 3450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119300320.000000 Penalty: 64930.714844
Iteration 44Q: 20 clusters Score -1.193003e+08 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 309088 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 57877 members 
Mstep: Class 7 contains 46279 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2698 members 
Mstep: Class 10 contains 38139 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 188924 members 
Mstep: Class 15 contains 176212 members 
Mstep: Class 16 contains 12607 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33117 members 
Mstep: Class 19 contains 6437 members 
Mstep: Class 23 contains 52055 members 
Mstep: Class 24 contains 3539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119300576.000000 Penalty: 64930.714844
Iteration 45Q: 20 clusters Score -1.193006e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 309151 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 58053 members 
Mstep: Class 7 contains 46146 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 38279 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 188440 members 
Mstep: Class 15 contains 176188 members 
Mstep: Class 16 contains 12603 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33118 members 
Mstep: Class 19 contains 6560 members 
Mstep: Class 23 contains 52023 members 
Mstep: Class 24 contains 3624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119300456.000000 Penalty: 64930.714844
Iteration 46Q: 20 clusters Score -1.193005e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 309217 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 495 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 58173 members 
Mstep: Class 7 contains 46024 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 38395 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 188037 members 
Mstep: Class 15 contains 176160 members 
Mstep: Class 16 contains 12602 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33121 members 
Mstep: Class 19 contains 6665 members 
Mstep: Class 23 contains 51993 members 
Mstep: Class 24 contains 3711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119300736.000000 Penalty: 64930.714844
Iteration 47Q: 20 clusters Score -1.193007e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 309310 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 497 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 58287 members 
Mstep: Class 7 contains 45932 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 38493 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 187629 members 
Mstep: Class 15 contains 176135 members 
Mstep: Class 16 contains 12597 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33138 members 
Mstep: Class 19 contains 6756 members 
Mstep: Class 23 contains 51961 members 
Mstep: Class 24 contains 3789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119301016.000000 Penalty: 64930.714844
Iteration 48Q: 20 clusters Score -1.19301e+08 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 309431 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 497 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 58350 members 
Mstep: Class 7 contains 45842 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 38579 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 187285 members 
Mstep: Class 15 contains 176118 members 
Mstep: Class 16 contains 12587 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33151 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 23 contains 51934 members 
Mstep: Class 24 contains 3876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119300800.000000 Penalty: 64930.714844
Iteration 49Q: 20 clusters Score -1.193008e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 309502 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 497 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 58403 members 
Mstep: Class 7 contains 45780 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 38656 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 186977 members 
Mstep: Class 15 contains 176074 members 
Mstep: Class 16 contains 12588 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33160 members 
Mstep: Class 19 contains 6897 members 
Mstep: Class 23 contains 51908 members 
Mstep: Class 24 contains 3958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119300944.000000 Penalty: 64930.714844
Iteration 50Q: 20 clusters Score -1.193009e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 309575 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 497 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 58440 members 
Mstep: Class 7 contains 45718 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 38710 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 186703 members 
Mstep: Class 15 contains 176088 members 
Mstep: Class 16 contains 12585 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33164 members 
Mstep: Class 19 contains 6935 members 
Mstep: Class 23 contains 51889 members 
Mstep: Class 24 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119301240.000000 Penalty: 64930.714844
Iteration 51Q: 20 clusters Score -1.193012e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 309635 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 58462 members 
Mstep: Class 7 contains 45678 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 38755 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 186446 members 
Mstep: Class 15 contains 176061 members 
Mstep: Class 16 contains 12583 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33168 members 
Mstep: Class 19 contains 7008 members 
Mstep: Class 23 contains 51874 members 
Mstep: Class 24 contains 4134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119301192.000000 Penalty: 64930.714844
Iteration 52Q: 20 clusters Score -1.193012e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 309639 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 58481 members 
Mstep: Class 7 contains 45653 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 38806 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 186223 members 
Mstep: Class 15 contains 176056 members 
Mstep: Class 16 contains 12579 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33170 members 
Mstep: Class 19 contains 7084 members 
Mstep: Class 23 contains 51855 members 
Mstep: Class 24 contains 4222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119301336.000000 Penalty: 64930.714844
Iteration 53Q: 20 clusters Score -1.193013e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 309603 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 58524 members 
Mstep: Class 7 contains 45626 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 38857 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 186036 members 
Mstep: Class 15 contains 176008 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33170 members 
Mstep: Class 19 contains 7189 members 
Mstep: Class 23 contains 51839 members 
Mstep: Class 24 contains 4296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119301504.000000 Penalty: 64930.714844
Iteration 54Q: 20 clusters Score -1.193015e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 309582 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 58573 members 
Mstep: Class 7 contains 45607 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 38898 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 185868 members 
Mstep: Class 15 contains 175944 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33172 members 
Mstep: Class 19 contains 7291 members 
Mstep: Class 23 contains 51830 members 
Mstep: Class 24 contains 4362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119301696.000000 Penalty: 64930.714844
Iteration 55Q: 20 clusters Score -1.193017e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 309536 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 58624 members 
Mstep: Class 7 contains 45590 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 38959 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 185728 members 
Mstep: Class 15 contains 175855 members 
Mstep: Class 16 contains 12567 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33185 members 
Mstep: Class 19 contains 7409 members 
Mstep: Class 23 contains 51814 members 
Mstep: Class 24 contains 4415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119301808.000000 Penalty: 64930.714844
Iteration 56Q: 20 clusters Score -1.193018e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 309487 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 58674 members 
Mstep: Class 7 contains 45571 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 39015 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 185575 members 
Mstep: Class 15 contains 175777 members 
Mstep: Class 16 contains 12565 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33187 members 
Mstep: Class 19 contains 7539 members 
Mstep: Class 23 contains 51797 members 
Mstep: Class 24 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119301744.000000 Penalty: 64930.714844
Iteration 57Q: 20 clusters Score -1.193017e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 309375 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 58735 members 
Mstep: Class 7 contains 45559 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 39075 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 185477 members 
Mstep: Class 15 contains 175696 members 
Mstep: Class 16 contains 12564 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33193 members 
Mstep: Class 19 contains 7662 members 
Mstep: Class 23 contains 51782 members 
Mstep: Class 24 contains 4505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119301832.000000 Penalty: 64930.714844
Iteration 58Q: 20 clusters Score -1.193018e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 309322 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 58781 members 
Mstep: Class 7 contains 45561 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 39121 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 185367 members 
Mstep: Class 15 contains 175594 members 
Mstep: Class 16 contains 12560 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33200 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 23 contains 51777 members 
Mstep: Class 24 contains 4552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119301960.000000 Penalty: 64930.714844
Iteration 59Q: 20 clusters Score -1.19302e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 309284 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 6 contains 58834 members 
Mstep: Class 7 contains 45560 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 39167 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 185291 members 
Mstep: Class 15 contains 175443 members 
Mstep: Class 16 contains 12557 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33204 members 
Mstep: Class 19 contains 7861 members 
Mstep: Class 23 contains 51765 members 
Mstep: Class 24 contains 4596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119302048.000000 Penalty: 64930.714844
Iteration 60F: 20 clusters Score -1.19302e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 309234 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 966 members 
Mstep: Class 6 contains 58858 members 
Mstep: Class 7 contains 45558 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 39208 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 185186 members 
Mstep: Class 15 contains 175279 members 
Mstep: Class 16 contains 12556 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33210 members 
Mstep: Class 19 contains 8050 members 
Mstep: Class 23 contains 51750 members 
Mstep: Class 24 contains 4636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119302136.000000 Penalty: 64930.714844
Iteration 61Q: 20 clusters Score -1.193021e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 309210 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 530 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 58878 members 
Mstep: Class 7 contains 45553 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 39256 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 185079 members 
Mstep: Class 15 contains 175115 members 
Mstep: Class 16 contains 12553 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33213 members 
Mstep: Class 19 contains 8214 members 
Mstep: Class 23 contains 51742 members 
Mstep: Class 24 contains 4675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119302376.000000 Penalty: 64930.714844
Iteration 62Q: 20 clusters Score -1.193024e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 309205 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 549 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 58902 members 
Mstep: Class 7 contains 45547 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 39302 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 184979 members 
Mstep: Class 15 contains 174958 members 
Mstep: Class 16 contains 12551 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33215 members 
Mstep: Class 19 contains 8365 members 
Mstep: Class 23 contains 51725 members 
Mstep: Class 24 contains 4708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119302712.000000 Penalty: 64930.714844
Iteration 63Q: 20 clusters Score -1.193027e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 309229 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 555 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 58924 members 
Mstep: Class 7 contains 45543 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2696 members 
Mstep: Class 10 contains 39341 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 184894 members 
Mstep: Class 15 contains 174790 members 
Mstep: Class 16 contains 12550 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33217 members 
Mstep: Class 19 contains 8495 members 
Mstep: Class 23 contains 51717 members 
Mstep: Class 24 contains 4737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119302592.000000 Penalty: 64930.714844
Iteration 64Q: 20 clusters Score -1.193026e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 309237 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 58953 members 
Mstep: Class 7 contains 45538 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 39360 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 184812 members 
Mstep: Class 15 contains 174627 members 
Mstep: Class 16 contains 12554 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33229 members 
Mstep: Class 19 contains 8628 members 
Mstep: Class 23 contains 51698 members 
Mstep: Class 24 contains 4776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119302656.000000 Penalty: 64930.714844
Iteration 65Q: 20 clusters Score -1.193027e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 309208 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 563 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 58994 members 
Mstep: Class 7 contains 45544 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 39395 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 184741 members 
Mstep: Class 15 contains 174476 members 
Mstep: Class 16 contains 12557 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33236 members 
Mstep: Class 19 contains 8744 members 
Mstep: Class 23 contains 51682 members 
Mstep: Class 24 contains 4814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119302880.000000 Penalty: 64930.714844
Iteration 66Q: 20 clusters Score -1.193029e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 309194 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 563 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 59043 members 
Mstep: Class 7 contains 45539 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 39413 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 184660 members 
Mstep: Class 15 contains 174366 members 
Mstep: Class 16 contains 12558 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33248 members 
Mstep: Class 19 contains 8844 members 
Mstep: Class 23 contains 51663 members 
Mstep: Class 24 contains 4850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119302952.000000 Penalty: 64930.714844
Iteration 67Q: 20 clusters Score -1.19303e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 309163 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 563 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 59086 members 
Mstep: Class 7 contains 45533 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 39434 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 184570 members 
Mstep: Class 15 contains 174275 members 
Mstep: Class 16 contains 12557 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33260 members 
Mstep: Class 19 contains 8939 members 
Mstep: Class 23 contains 51658 members 
Mstep: Class 24 contains 4893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119303176.000000 Penalty: 64930.714844
Iteration 68Q: 20 clusters Score -1.193032e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 309120 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 563 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 59142 members 
Mstep: Class 7 contains 45520 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 39467 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 184476 members 
Mstep: Class 15 contains 174202 members 
Mstep: Class 16 contains 12553 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33277 members 
Mstep: Class 19 contains 9056 members 
Mstep: Class 23 contains 51637 members 
Mstep: Class 24 contains 4922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119303112.000000 Penalty: 64930.714844
Iteration 69Q: 20 clusters Score -1.193031e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 309099 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 59191 members 
Mstep: Class 7 contains 45508 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 39492 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 184396 members 
Mstep: Class 15 contains 174123 members 
Mstep: Class 16 contains 12547 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33291 members 
Mstep: Class 19 contains 9171 members 
Mstep: Class 23 contains 51610 members 
Mstep: Class 24 contains 4948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119303232.000000 Penalty: 64930.714844
Iteration 70Q: 20 clusters Score -1.193032e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 309073 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 59240 members 
Mstep: Class 7 contains 45488 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 39511 members 
Mstep: Class 12 contains 2389 members 
Mstep: Class 13 contains 184327 members 
Mstep: Class 15 contains 174051 members 
Mstep: Class 16 contains 12545 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33296 members 
Mstep: Class 19 contains 9286 members 
Mstep: Class 23 contains 51589 members 
Mstep: Class 24 contains 4978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119303576.000000 Penalty: 64930.714844
Iteration 71Q: 20 clusters Score -1.193036e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 309071 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 563 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 59288 members 
Mstep: Class 7 contains 45475 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 39529 members 
Mstep: Class 12 contains 2389 members 
Mstep: Class 13 contains 184246 members 
Mstep: Class 15 contains 173959 members 
Mstep: Class 16 contains 12542 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33306 members 
Mstep: Class 19 contains 9383 members 
Mstep: Class 23 contains 51575 members 
Mstep: Class 24 contains 5012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119303464.000000 Penalty: 64930.714844
Iteration 72Q: 20 clusters Score -1.193035e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 309072 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 563 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 59324 members 
Mstep: Class 7 contains 45481 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 39542 members 
Mstep: Class 12 contains 2389 members 
Mstep: Class 13 contains 184167 members 
Mstep: Class 15 contains 173870 members 
Mstep: Class 16 contains 12536 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33322 members 
Mstep: Class 19 contains 9479 members 
Mstep: Class 23 contains 51557 members 
Mstep: Class 24 contains 5048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119303560.000000 Penalty: 64930.714844
Iteration 73Q: 20 clusters Score -1.193036e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 309048 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 563 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 59367 members 
Mstep: Class 7 contains 45476 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 39549 members 
Mstep: Class 12 contains 2389 members 
Mstep: Class 13 contains 184104 members 
Mstep: Class 15 contains 173800 members 
Mstep: Class 16 contains 12531 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33330 members 
Mstep: Class 19 contains 9559 members 
Mstep: Class 23 contains 51553 members 
Mstep: Class 24 contains 5085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119303568.000000 Penalty: 64930.714844
Iteration 74Q: 20 clusters Score -1.193036e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 309024 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 563 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 59416 members 
Mstep: Class 7 contains 45467 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 39559 members 
Mstep: Class 12 contains 2389 members 
Mstep: Class 13 contains 184054 members 
Mstep: Class 15 contains 173720 members 
Mstep: Class 16 contains 12530 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33340 members 
Mstep: Class 19 contains 9647 members 
Mstep: Class 23 contains 51541 members 
Mstep: Class 24 contains 5109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119303704.000000 Penalty: 64930.714844
Iteration 75Q: 20 clusters Score -1.193037e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 309028 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 563 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 59445 members 
Mstep: Class 7 contains 45457 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 39571 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183992 members 
Mstep: Class 15 contains 173651 members 
Mstep: Class 16 contains 12532 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33350 members 
Mstep: Class 19 contains 9726 members 
Mstep: Class 23 contains 51531 members 
Mstep: Class 24 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119303960.000000 Penalty: 64930.714844
Iteration 76Q: 20 clusters Score -1.19304e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 309030 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 59472 members 
Mstep: Class 7 contains 45447 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 39580 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183967 members 
Mstep: Class 15 contains 173574 members 
Mstep: Class 16 contains 12528 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33348 members 
Mstep: Class 19 contains 9797 members 
Mstep: Class 23 contains 51520 members 
Mstep: Class 24 contains 5164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119303984.000000 Penalty: 64930.714844
Iteration 77Q: 20 clusters Score -1.19304e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 309045 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 59499 members 
Mstep: Class 7 contains 45431 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 39592 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183939 members 
Mstep: Class 15 contains 173502 members 
Mstep: Class 16 contains 12524 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33349 members 
Mstep: Class 19 contains 9848 members 
Mstep: Class 23 contains 51514 members 
Mstep: Class 24 contains 5196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119303736.000000 Penalty: 64930.714844
Iteration 78Q: 20 clusters Score -1.193037e+08 nChanged 550
Entering ConstructFrom: 
Score: -119303736.000000 Penalty: 64930.714844
Entering ConstructFrom: 
Trying to split cluster 1 (32930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Entering Unmasked Estep 
Score: -4197320.000000 Penalty: 2579.730713
	Iteration 0F: 2 clusters Score -4197320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -4174778.250000 Penalty: 5159.461426
	Iteration 0F: 3 clusters Score -4174778 nChanged 14956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -4182868.750000 Penalty: 5159.461426
	Iteration 1F: 3 clusters Score -4182869 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -4183287.500000 Penalty: 5159.461426
	Iteration 2Q: 3 clusters Score -4183288 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -4183567.750000 Penalty: 5159.461426
	Iteration 3Q: 3 clusters Score -4183568 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -4183795.750000 Penalty: 5159.461426
	Iteration 4Q: 3 clusters Score -4183796 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -4183995.750000 Penalty: 5159.461426
	Iteration 5Q: 3 clusters Score -4183996 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -4184178.500000 Penalty: 5159.461426
	Iteration 6Q: 3 clusters Score -4184178 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -4184332.000000 Penalty: 5159.461426
	Iteration 7Q: 3 clusters Score -4184332 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -4184474.000000 Penalty: 5159.461426
	Iteration 8Q: 3 clusters Score -4184474 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -4184629.500000 Penalty: 5159.461426
	Iteration 9Q: 3 clusters Score -4184630 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -4184829.250000 Penalty: 5159.461426
	Iteration 10Q: 3 clusters Score -4184829 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -4185043.000000 Penalty: 5159.461426
	Iteration 11Q: 3 clusters Score -4185043 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -4185466.000000 Penalty: 5159.461426
	Iteration 12Q: 3 clusters Score -4185466 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -4186054.250000 Penalty: 5159.461426
	Iteration 13Q: 3 clusters Score -4186054 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -4186973.000000 Penalty: 5159.461426
	Iteration 14Q: 3 clusters Score -4186973 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -4188044.750000 Penalty: 5159.461426
	Iteration 15Q: 3 clusters Score -4188045 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -4189185.250000 Penalty: 5159.461426
	Iteration 16Q: 3 clusters Score -4189185 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -4190266.750000 Penalty: 5159.461426
	Iteration 17Q: 3 clusters Score -4190267 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -4191088.250000 Penalty: 5159.461426
	Iteration 18Q: 3 clusters Score -4191088 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -4191694.500000 Penalty: 5159.461426
	Iteration 19Q: 3 clusters Score -4191694 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -4192090.500000 Penalty: 5159.461426
	Iteration 20F: 3 clusters Score -4192090 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -4192387.750000 Penalty: 5159.461426
	Iteration 21Q: 3 clusters Score -4192388 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -4192612.750000 Penalty: 5159.461426
	Iteration 22Q: 3 clusters Score -4192613 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -4192800.750000 Penalty: 5159.461426
	Iteration 23Q: 3 clusters Score -4192801 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -4192953.250000 Penalty: 5159.461426
	Iteration 24Q: 3 clusters Score -4192953 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -4193090.000000 Penalty: 5159.461426
	Iteration 25Q: 3 clusters Score -4193090 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -4193212.250000 Penalty: 5159.461426
	Iteration 26Q: 3 clusters Score -4193212 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -4193343.750000 Penalty: 5159.461426
	Iteration 27Q: 3 clusters Score -4193344 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -4193454.000000 Penalty: 5159.461426
	Iteration 28Q: 3 clusters Score -4193454 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -4193570.500000 Penalty: 5159.461426
	Iteration 29Q: 3 clusters Score -4193570 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -4193661.250000 Penalty: 5159.461426
	Iteration 30Q: 3 clusters Score -4193661 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -4193758.750000 Penalty: 5159.461426
	Iteration 31Q: 3 clusters Score -4193759 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -4193865.750000 Penalty: 5159.461426
	Iteration 32Q: 3 clusters Score -4193866 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -4193971.250000 Penalty: 5159.461426
	Iteration 33Q: 3 clusters Score -4193971 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -4194093.000000 Penalty: 5159.461426
	Iteration 34Q: 3 clusters Score -4194093 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -4194174.250000 Penalty: 5159.461426
	Iteration 35Q: 3 clusters Score -4194174 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -4194273.500000 Penalty: 5159.461426
	Iteration 36Q: 3 clusters Score -4194274 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4194362.500000 Penalty: 5159.461426
	Iteration 37Q: 3 clusters Score -4194362 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4194448.000000 Penalty: 5159.461426
	Iteration 38Q: 3 clusters Score -4194448 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4194528.000000 Penalty: 5159.461426
	Iteration 39Q: 3 clusters Score -4194528 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4194593.000000 Penalty: 5159.461426
	Iteration 40F: 3 clusters Score -4194593 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4194649.000000 Penalty: 5159.461426
	Iteration 41Q: 3 clusters Score -4194649 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4194712.000000 Penalty: 5159.461426
	Iteration 42Q: 3 clusters Score -4194712 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4194757.500000 Penalty: 5159.461426
	Iteration 43Q: 3 clusters Score -4194758 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4194813.000000 Penalty: 5159.461426
	Iteration 44Q: 3 clusters Score -4194813 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4194855.500000 Penalty: 5159.461426
	Iteration 45Q: 3 clusters Score -4194856 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4194894.000000 Penalty: 5159.461426
	Iteration 46Q: 3 clusters Score -4194894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4194922.500000 Penalty: 5159.461426
	Iteration 47Q: 3 clusters Score -4194922 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4194940.500000 Penalty: 5159.461426
	Iteration 48Q: 3 clusters Score -4194940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4194957.000000 Penalty: 5159.461426
	Iteration 49Q: 3 clusters Score -4194957 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4194987.500000 Penalty: 5159.461426
	Iteration 50Q: 3 clusters Score -4194988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4195001.500000 Penalty: 5159.461426
	Iteration 51Q: 3 clusters Score -4195002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4195005.000000 Penalty: 5159.461426
	Iteration 52Q: 3 clusters Score -4195005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4195016.500000 Penalty: 5159.461426
	Iteration 53Q: 3 clusters Score -4195016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4195038.000000 Penalty: 5159.461426
	Iteration 54Q: 3 clusters Score -4195038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4195049.500000 Penalty: 5159.461426
	Iteration 55Q: 3 clusters Score -4195050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4195062.500000 Penalty: 5159.461426
	Iteration 56Q: 3 clusters Score -4195062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4195072.500000 Penalty: 5159.461426
	Iteration 57Q: 3 clusters Score -4195072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4195090.000000 Penalty: 5159.461426
	Iteration 58Q: 3 clusters Score -4195090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4195103.000000 Penalty: 5159.461426
	Iteration 59Q: 3 clusters Score -4195103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4195112.500000 Penalty: 5159.461426
	Iteration 60F: 3 clusters Score -4195112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4195121.000000 Penalty: 5159.461426
	Iteration 61Q: 3 clusters Score -4195121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4195133.500000 Penalty: 5159.461426
	Iteration 62Q: 3 clusters Score -4195134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4195140.500000 Penalty: 5159.461426
	Iteration 63Q: 3 clusters Score -4195140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4195147.500000 Penalty: 5159.461426
	Iteration 64Q: 3 clusters Score -4195148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4195153.500000 Penalty: 5159.461426
	Iteration 65Q: 3 clusters Score -4195154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4195159.500000 Penalty: 5159.461426
	Iteration 66Q: 3 clusters Score -4195160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4195165.000000 Penalty: 5159.461426
	Iteration 67Q: 3 clusters Score -4195165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4195166.000000 Penalty: 5159.461426
	Iteration 68Q: 3 clusters Score -4195166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4195164.500000 Penalty: 5159.461426
	Iteration 69Q: 3 clusters Score -4195164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4195166.500000 Penalty: 5159.461426
	Iteration 70Q: 3 clusters Score -4195166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4195162.000000 Penalty: 5159.461426
	Iteration 71Q: 3 clusters Score -4195162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4195169.000000 Penalty: 5159.461426
	Iteration 72Q: 3 clusters Score -4195169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4195173.000000 Penalty: 5159.461426
	Iteration 73Q: 3 clusters Score -4195173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4195174.000000 Penalty: 5159.461426
	Iteration 74Q: 3 clusters Score -4195174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4195172.500000 Penalty: 5159.461426
	Iteration 75Q: 3 clusters Score -4195172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4195172.500000 Penalty: 5159.461426
	Iteration 76Q: 3 clusters Score -4195172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4195172.500000 Penalty: 5159.461426
	Iteration 77Q: 3 clusters Score -4195172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4195174.500000 Penalty: 5159.461426
	Iteration 78Q: 3 clusters Score -4195174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4195174.500000 Penalty: 5159.461426
	Iteration 79F: 3 clusters Score -4195174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (309030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309030 members 
Entering Unmasked Estep 
Score: -38709512.000000 Penalty: 3135.015869
	Iteration 0F: 2 clusters Score -3.870951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154543 members 
Mstep: Class 2 contains 154487 members 
Entering Unmasked Estep 
Score: -38520800.000000 Penalty: 6270.031738
	Iteration 0F: 3 clusters Score -3.85208e+07 nChanged 149757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157872 members 
Mstep: Class 2 contains 151158 members 
Entering Unmasked Estep 
Score: -38613604.000000 Penalty: 6270.031738
	Iteration 1F: 3 clusters Score -3.86136e+07 nChanged 11751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161171 members 
Mstep: Class 2 contains 147859 members 
Entering Unmasked Estep 
Score: -38617448.000000 Penalty: 6270.031738
	Iteration 2Q: 3 clusters Score -3.861745e+07 nChanged 13951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166612 members 
Mstep: Class 2 contains 142418 members 
Entering Unmasked Estep 
Score: -38623012.000000 Penalty: 6270.031738
	Iteration 3Q: 3 clusters Score -3.862301e+07 nChanged 16531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174901 members 
Mstep: Class 2 contains 134129 members 
Entering Unmasked Estep 
Score: -38630756.000000 Penalty: 6270.031738
	Iteration 4F: 3 clusters Score -3.863076e+07 nChanged 18969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186188 members 
Mstep: Class 2 contains 122842 members 
Entering Unmasked Estep 
Score: -38641648.000000 Penalty: 6270.031738
	Iteration 5F: 3 clusters Score -3.864165e+07 nChanged 20535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199711 members 
Mstep: Class 2 contains 109319 members 
Entering Unmasked Estep 
Score: -38656292.000000 Penalty: 6270.031738
	Iteration 6F: 3 clusters Score -3.865629e+07 nChanged 19231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212654 members 
Mstep: Class 2 contains 96376 members 
Entering Unmasked Estep 
Score: -38671608.000000 Penalty: 6270.031738
	Iteration 7F: 3 clusters Score -3.867161e+07 nChanged 15937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222649 members 
Mstep: Class 2 contains 86381 members 
Entering Unmasked Estep 
Score: -38682252.000000 Penalty: 6270.031738
	Iteration 8F: 3 clusters Score -3.868225e+07 nChanged 11334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230085 members 
Mstep: Class 2 contains 78945 members 
Entering Unmasked Estep 
Score: -38688544.000000 Penalty: 6270.031738
	Iteration 9Q: 3 clusters Score -3.868854e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236389 members 
Mstep: Class 2 contains 72641 members 
Entering Unmasked Estep 
Score: -38691880.000000 Penalty: 6270.031738
	Iteration 10Q: 3 clusters Score -3.869188e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242077 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -38694140.000000 Penalty: 6270.031738
	Iteration 11Q: 3 clusters Score -3.869414e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247130 members 
Mstep: Class 2 contains 61900 members 
Entering Unmasked Estep 
Score: -38695716.000000 Penalty: 6270.031738
	Iteration 12Q: 3 clusters Score -3.869572e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251594 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -38697172.000000 Penalty: 6270.031738
	Iteration 13Q: 3 clusters Score -3.869717e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255644 members 
Mstep: Class 2 contains 53386 members 
Entering Unmasked Estep 
Score: -38698632.000000 Penalty: 6270.031738
	Iteration 14Q: 3 clusters Score -3.869863e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259312 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -38699880.000000 Penalty: 6270.031738
	Iteration 15Q: 3 clusters Score -3.869988e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262705 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -38700916.000000 Penalty: 6270.031738
	Iteration 16Q: 3 clusters Score -3.870092e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265844 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -38701868.000000 Penalty: 6270.031738
	Iteration 17Q: 3 clusters Score -3.870187e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268651 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -38702824.000000 Penalty: 6270.031738
	Iteration 18Q: 3 clusters Score -3.870282e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271295 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -38703732.000000 Penalty: 6270.031738
	Iteration 19Q: 3 clusters Score -3.870373e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273708 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -38704748.000000 Penalty: 6270.031738
	Iteration 20F: 3 clusters Score -3.870475e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275961 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -38705536.000000 Penalty: 6270.031738
	Iteration 21Q: 3 clusters Score -3.870554e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278038 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -38706000.000000 Penalty: 6270.031738
	Iteration 22Q: 3 clusters Score -3.8706e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279981 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -38706344.000000 Penalty: 6270.031738
	Iteration 23Q: 3 clusters Score -3.870634e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281763 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -38706848.000000 Penalty: 6270.031738
	Iteration 24Q: 3 clusters Score -3.870685e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283482 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -38707268.000000 Penalty: 6270.031738
	Iteration 25Q: 3 clusters Score -3.870727e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285127 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -38707604.000000 Penalty: 6270.031738
	Iteration 26Q: 3 clusters Score -3.87076e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286666 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -38707984.000000 Penalty: 6270.031738
	Iteration 27Q: 3 clusters Score -3.870798e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288121 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -38708356.000000 Penalty: 6270.031738
	Iteration 28Q: 3 clusters Score -3.870836e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289431 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -38708564.000000 Penalty: 6270.031738
	Iteration 29Q: 3 clusters Score -3.870856e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290625 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -38708684.000000 Penalty: 6270.031738
	Iteration 30Q: 3 clusters Score -3.870868e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291691 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -38708592.000000 Penalty: 6270.031738
	Iteration 31Q: 3 clusters Score -3.870859e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292681 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -38708724.000000 Penalty: 6270.031738
	Iteration 32Q: 3 clusters Score -3.870872e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293602 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -38708720.000000 Penalty: 6270.031738
	Iteration 33Q: 3 clusters Score -3.870872e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294496 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -38708928.000000 Penalty: 6270.031738
	Iteration 34Q: 3 clusters Score -3.870893e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295358 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -38709060.000000 Penalty: 6270.031738
	Iteration 35Q: 3 clusters Score -3.870906e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296178 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -38709172.000000 Penalty: 6270.031738
	Iteration 36Q: 3 clusters Score -3.870917e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296918 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -38709236.000000 Penalty: 6270.031738
	Iteration 37Q: 3 clusters Score -3.870924e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297569 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -38709364.000000 Penalty: 6270.031738
	Iteration 38Q: 3 clusters Score -3.870936e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298196 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -38709272.000000 Penalty: 6270.031738
	Iteration 39Q: 3 clusters Score -3.870927e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298799 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -38709332.000000 Penalty: 6270.031738
	Iteration 40F: 3 clusters Score -3.870933e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299392 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -38709416.000000 Penalty: 6270.031738
	Iteration 41Q: 3 clusters Score -3.870942e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299947 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -38709484.000000 Penalty: 6270.031738
	Iteration 42Q: 3 clusters Score -3.870948e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300475 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -38709444.000000 Penalty: 6270.031738
	Iteration 43Q: 3 clusters Score -3.870944e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300950 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -38709400.000000 Penalty: 6270.031738
	Iteration 44Q: 3 clusters Score -3.87094e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301379 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -38709272.000000 Penalty: 6270.031738
	Iteration 45Q: 3 clusters Score -3.870927e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301771 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -38709268.000000 Penalty: 6270.031738
	Iteration 46Q: 3 clusters Score -3.870927e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302142 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -38709132.000000 Penalty: 6270.031738
	Iteration 47Q: 3 clusters Score -3.870913e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302460 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -38709120.000000 Penalty: 6270.031738
	Iteration 48Q: 3 clusters Score -3.870912e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302757 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -38709028.000000 Penalty: 6270.031738
	Iteration 49Q: 3 clusters Score -3.870903e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303023 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -38709012.000000 Penalty: 6270.031738
	Iteration 50Q: 3 clusters Score -3.870901e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303286 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -38708884.000000 Penalty: 6270.031738
	Iteration 51Q: 3 clusters Score -3.870888e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303543 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -38708908.000000 Penalty: 6270.031738
	Iteration 52Q: 3 clusters Score -3.870891e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303810 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -38708912.000000 Penalty: 6270.031738
	Iteration 53Q: 3 clusters Score -3.870891e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304063 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -38708876.000000 Penalty: 6270.031738
	Iteration 54Q: 3 clusters Score -3.870888e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304292 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -38708892.000000 Penalty: 6270.031738
	Iteration 55Q: 3 clusters Score -3.870889e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304522 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -38708796.000000 Penalty: 6270.031738
	Iteration 56Q: 3 clusters Score -3.87088e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304737 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -38708676.000000 Penalty: 6270.031738
	Iteration 57Q: 3 clusters Score -3.870868e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304936 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -38708668.000000 Penalty: 6270.031738
	Iteration 58Q: 3 clusters Score -3.870867e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305102 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -38708672.000000 Penalty: 6270.031738
	Iteration 59Q: 3 clusters Score -3.870867e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305266 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -38708628.000000 Penalty: 6270.031738
	Iteration 60F: 3 clusters Score -3.870863e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305418 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -38708624.000000 Penalty: 6270.031738
	Iteration 61Q: 3 clusters Score -3.870862e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305557 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -38708596.000000 Penalty: 6270.031738
	Iteration 62Q: 3 clusters Score -3.87086e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305700 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -38708552.000000 Penalty: 6270.031738
	Iteration 63Q: 3 clusters Score -3.870855e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305832 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -38708516.000000 Penalty: 6270.031738
	Iteration 64Q: 3 clusters Score -3.870852e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305965 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -38708416.000000 Penalty: 6270.031738
	Iteration 65Q: 3 clusters Score -3.870842e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306083 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -38708372.000000 Penalty: 6270.031738
	Iteration 66Q: 3 clusters Score -3.870837e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306194 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -38708312.000000 Penalty: 6270.031738
	Iteration 67Q: 3 clusters Score -3.870831e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306288 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -38708240.000000 Penalty: 6270.031738
	Iteration 68Q: 3 clusters Score -3.870824e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306360 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -38708268.000000 Penalty: 6270.031738
	Iteration 69Q: 3 clusters Score -3.870827e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306416 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -38708236.000000 Penalty: 6270.031738
	Iteration 70Q: 3 clusters Score -3.870824e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306485 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -38708248.000000 Penalty: 6270.031738
	Iteration 71Q: 3 clusters Score -3.870825e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306555 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -38708268.000000 Penalty: 6270.031738
	Iteration 72Q: 3 clusters Score -3.870827e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306632 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -38708212.000000 Penalty: 6270.031738
	Iteration 73Q: 3 clusters Score -3.870821e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306701 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -38708096.000000 Penalty: 6270.031738
	Iteration 74Q: 3 clusters Score -3.87081e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306759 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -38708144.000000 Penalty: 6270.031738
	Iteration 75Q: 3 clusters Score -3.870814e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306811 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -38708168.000000 Penalty: 6270.031738
	Iteration 76Q: 3 clusters Score -3.870817e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306854 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -38708152.000000 Penalty: 6270.031738
	Iteration 77Q: 3 clusters Score -3.870815e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306898 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -38708128.000000 Penalty: 6270.031738
	Iteration 78Q: 3 clusters Score -3.870813e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306940 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -38708152.000000 Penalty: 6270.031738
	Iteration 79Q: 3 clusters Score -3.870815e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306977 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -38708164.000000 Penalty: 6270.031738
	Iteration 80F: 3 clusters Score -3.870816e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307015 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -38708168.000000 Penalty: 6270.031738
	Iteration 81Q: 3 clusters Score -3.870817e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307056 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -38708152.000000 Penalty: 6270.031738
	Iteration 82Q: 3 clusters Score -3.870815e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307089 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -38708132.000000 Penalty: 6270.031738
	Iteration 83Q: 3 clusters Score -3.870813e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307109 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -38708140.000000 Penalty: 6270.031738
	Iteration 84Q: 3 clusters Score -3.870814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307122 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -38708164.000000 Penalty: 6270.031738
	Iteration 85Q: 3 clusters Score -3.870816e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307135 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -38708176.000000 Penalty: 6270.031738
	Iteration 86Q: 3 clusters Score -3.870818e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307155 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -38708180.000000 Penalty: 6270.031738
	Iteration 87Q: 3 clusters Score -3.870818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307174 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -38708148.000000 Penalty: 6270.031738
	Iteration 88Q: 3 clusters Score -3.870815e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307198 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -38708156.000000 Penalty: 6270.031738
	Iteration 89Q: 3 clusters Score -3.870816e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307217 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -38708148.000000 Penalty: 6270.031738
	Iteration 90Q: 3 clusters Score -3.870815e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307237 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -38708112.000000 Penalty: 6270.031738
	Iteration 91Q: 3 clusters Score -3.870811e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307255 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -38708096.000000 Penalty: 6270.031738
	Iteration 92Q: 3 clusters Score -3.87081e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307275 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -38708116.000000 Penalty: 6270.031738
	Iteration 93Q: 3 clusters Score -3.870812e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307298 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -38708112.000000 Penalty: 6270.031738
	Iteration 94Q: 3 clusters Score -3.870811e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307314 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -38708100.000000 Penalty: 6270.031738
	Iteration 95Q: 3 clusters Score -3.87081e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307334 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -38708084.000000 Penalty: 6270.031738
	Iteration 96Q: 3 clusters Score -3.870808e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307349 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -38708112.000000 Penalty: 6270.031738
	Iteration 97Q: 3 clusters Score -3.870811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307356 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -38708132.000000 Penalty: 6270.031738
	Iteration 98Q: 3 clusters Score -3.870813e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307371 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -38708096.000000 Penalty: 6270.031738
	Iteration 99Q: 3 clusters Score -3.87081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307381 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -38708120.000000 Penalty: 6270.031738
	Iteration 100F: 3 clusters Score -3.870812e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307398 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -38708084.000000 Penalty: 6270.031738
	Iteration 101Q: 3 clusters Score -3.870808e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307415 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -38708076.000000 Penalty: 6270.031738
	Iteration 102Q: 3 clusters Score -3.870808e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307428 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -38708064.000000 Penalty: 6270.031738
	Iteration 103Q: 3 clusters Score -3.870806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307435 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -38708076.000000 Penalty: 6270.031738
	Iteration 104Q: 3 clusters Score -3.870808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307440 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -38708048.000000 Penalty: 6270.031738
	Iteration 105Q: 3 clusters Score -3.870805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307442 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -38708048.000000 Penalty: 6270.031738
	Iteration 106Q: 3 clusters Score -3.870805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307446 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -38707996.000000 Penalty: 6270.031738
	Iteration 107Q: 3 clusters Score -3.8708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307448 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -38708036.000000 Penalty: 6270.031738
	Iteration 108Q: 3 clusters Score -3.870804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307450 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -38708036.000000 Penalty: 6270.031738
	Iteration 109Q: 3 clusters Score -3.870804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307454 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -38708024.000000 Penalty: 6270.031738
	Iteration 110Q: 3 clusters Score -3.870802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307458 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -38708028.000000 Penalty: 6270.031738
	Iteration 111Q: 3 clusters Score -3.870803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307459 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -38708036.000000 Penalty: 6270.031738
	Iteration 112Q: 3 clusters Score -3.870804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307459 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -38708036.000000 Penalty: 6270.031738
	Iteration 113F: 3 clusters Score -3.870804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -52354.765625 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -52354.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -50921.332031 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -50921.33 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51661.738281 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -51661.74 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -52192.062500 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -52192.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52460.445312 Penalty: 3148.305176
	Iteration 3F: 3 clusters Score -52460.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -52649.746094 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -52649.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52783.480469 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -52783.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52952.621094 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -52952.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -53064.375000 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -53064.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -53103.109375 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -53103.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -53124.906250 Penalty: 3148.305176
	Iteration 9Q: 3 clusters Score -53124.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53138.781250 Penalty: 3148.305176
	Iteration 10Q: 3 clusters Score -53138.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -53157.867188 Penalty: 3148.305176
	Iteration 11Q: 3 clusters Score -53157.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -53203.328125 Penalty: 3148.305176
	Iteration 12Q: 3 clusters Score -53203.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -53248.957031 Penalty: 3148.305176
	Iteration 13Q: 3 clusters Score -53248.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -53303.480469 Penalty: 3148.305176
	Iteration 14Q: 3 clusters Score -53303.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -53404.683594 Penalty: 3148.305176
	Iteration 15Q: 3 clusters Score -53404.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53431.871094 Penalty: 3148.305176
	Iteration 16Q: 3 clusters Score -53431.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53431.871094 Penalty: 3148.305176
	Iteration 17F: 3 clusters Score -53431.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 309030 members 
Mstep: Class 3 contains 387 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 59538 members 
Mstep: Class 7 contains 45425 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 39611 members 
Mstep: Class 11 contains 184 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183930 members 
Mstep: Class 15 contains 173405 members 
Mstep: Class 16 contains 12519 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33352 members 
Mstep: Class 19 contains 9909 members 
Mstep: Class 23 contains 51506 members 
Mstep: Class 24 contains 5219 members 
Entering Unmasked Estep 
Score: -119303112.000000 Penalty: 68348.125000
Splitting cluster 3 changes total score from -119303736.000000 to -119303112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -62840.265625 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -62840.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61287.550781 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -61287.55 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61522.144531 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -61522.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61609.386719 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -61609.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -61694.097656 Penalty: 3140.425049
	Iteration 3Q: 3 clusters Score -61694.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61759.375000 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -61759.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61832.332031 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -61832.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61884.746094 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -61884.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61928.199219 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -61928.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -61951.800781 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -61951.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -61965.933594 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -61965.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -61976.628906 Penalty: 3140.425049
	Iteration 10Q: 3 clusters Score -61976.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61984.226562 Penalty: 3140.425049
	Iteration 11Q: 3 clusters Score -61984.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61986.273438 Penalty: 3140.425049
	Iteration 12Q: 3 clusters Score -61986.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -61989.878906 Penalty: 3140.425049
	Iteration 13Q: 3 clusters Score -61989.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62000.394531 Penalty: 3140.425049
	Iteration 14Q: 3 clusters Score -62000.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62000.394531 Penalty: 3140.425049
	Iteration 15F: 3 clusters Score -62000.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -94309.093750 Penalty: 1702.740967
	Iteration 0F: 2 clusters Score -94309.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -92490.343750 Penalty: 3405.481934
	Iteration 0F: 3 clusters Score -92490.34 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -93048.132812 Penalty: 3405.481934
	Iteration 1F: 3 clusters Score -93048.13 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -93468.156250 Penalty: 3405.481934
	Iteration 2F: 3 clusters Score -93468.16 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -94040.992188 Penalty: 3405.481934
	Iteration 3F: 3 clusters Score -94040.99 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -94624.101562 Penalty: 3405.481934
	Iteration 4F: 3 clusters Score -94624.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -94861.031250 Penalty: 3405.481934
	Iteration 5Q: 3 clusters Score -94861.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -94910.171875 Penalty: 3405.481934
	Iteration 6Q: 3 clusters Score -94910.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -94942.234375 Penalty: 3405.481934
	Iteration 7Q: 3 clusters Score -94942.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94982.742188 Penalty: 3405.481934
	Iteration 8Q: 3 clusters Score -94982.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -95046.828125 Penalty: 3405.481934
	Iteration 9Q: 3 clusters Score -95046.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -95077.929688 Penalty: 3405.481934
	Iteration 10Q: 3 clusters Score -95077.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -95126.851562 Penalty: 3405.481934
	Iteration 11Q: 3 clusters Score -95126.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -95186.539062 Penalty: 3405.481934
	Iteration 12Q: 3 clusters Score -95186.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -95242.546875 Penalty: 3405.481934
	Iteration 13Q: 3 clusters Score -95242.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -95309.890625 Penalty: 3405.481934
	Iteration 14Q: 3 clusters Score -95309.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -95373.789062 Penalty: 3405.481934
	Iteration 15Q: 3 clusters Score -95373.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -95434.007812 Penalty: 3405.481934
	Iteration 16Q: 3 clusters Score -95434.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -95564.406250 Penalty: 3405.481934
	Iteration 17Q: 3 clusters Score -95564.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -96002.023438 Penalty: 3405.481934
	Iteration 18Q: 3 clusters Score -96002.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -96121.312500 Penalty: 3405.481934
	Iteration 19Q: 3 clusters Score -96121.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -96180.898438 Penalty: 3405.481934
	Iteration 20F: 3 clusters Score -96180.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -96266.921875 Penalty: 3405.481934
	Iteration 21Q: 3 clusters Score -96266.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -96266.921875 Penalty: 3405.481934
	Iteration 22F: 3 clusters Score -96266.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 309030 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 59538 members 
Mstep: Class 7 contains 45425 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 39611 members 
Mstep: Class 11 contains 491 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183930 members 
Mstep: Class 15 contains 173405 members 
Mstep: Class 16 contains 12519 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33352 members 
Mstep: Class 19 contains 9909 members 
Mstep: Class 23 contains 51506 members 
Mstep: Class 24 contains 5219 members 
Entering Unmasked Estep 
Score: -119304128.000000 Penalty: 68348.125000
Splitting cluster 5 changes total score from -119303736.000000 to -119304128.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 6 (59538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Entering Unmasked Estep 
Score: -7297929.000000 Penalty: 2726.603760
	Iteration 0F: 2 clusters Score -7297929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -7257949.000000 Penalty: 5453.207520
	Iteration 0F: 3 clusters Score -7257949 nChanged 27725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -7273319.500000 Penalty: 5453.207520
	Iteration 1F: 3 clusters Score -7273320 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -7273950.000000 Penalty: 5453.207520
	Iteration 2Q: 3 clusters Score -7273950 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -7274713.500000 Penalty: 5453.207520
	Iteration 3Q: 3 clusters Score -7274714 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -7275697.500000 Penalty: 5453.207520
	Iteration 4Q: 3 clusters Score -7275698 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -7277209.500000 Penalty: 5453.207520
	Iteration 5F: 3 clusters Score -7277210 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -7279538.500000 Penalty: 5453.207520
	Iteration 6F: 3 clusters Score -7279538 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -7282652.000000 Penalty: 5453.207520
	Iteration 7F: 3 clusters Score -7282652 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -7285873.000000 Penalty: 5453.207520
	Iteration 8F: 3 clusters Score -7285873 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -7288430.500000 Penalty: 5453.207520
	Iteration 9F: 3 clusters Score -7288430 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -7290405.500000 Penalty: 5453.207520
	Iteration 10Q: 3 clusters Score -7290406 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -7292223.500000 Penalty: 5453.207520
	Iteration 11Q: 3 clusters Score -7292224 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57547 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7293815.000000 Penalty: 5453.207520
	Iteration 12Q: 3 clusters Score -7293815 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7294904.500000 Penalty: 5453.207520
	Iteration 13Q: 3 clusters Score -7294904 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58905 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7295394.000000 Penalty: 5453.207520
	Iteration 14Q: 3 clusters Score -7295394 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59077 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7295591.500000 Penalty: 5453.207520
	Iteration 15Q: 3 clusters Score -7295592 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7295693.000000 Penalty: 5453.207520
	Iteration 16Q: 3 clusters Score -7295693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7295734.000000 Penalty: 5453.207520
	Iteration 17Q: 3 clusters Score -7295734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59166 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7295747.500000 Penalty: 5453.207520
	Iteration 18Q: 3 clusters Score -7295748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59177 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7295761.500000 Penalty: 5453.207520
	Iteration 19Q: 3 clusters Score -7295762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7295764.000000 Penalty: 5453.207520
	Iteration 20F: 3 clusters Score -7295764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7295770.000000 Penalty: 5453.207520
	Iteration 21Q: 3 clusters Score -7295770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7295774.000000 Penalty: 5453.207520
	Iteration 22Q: 3 clusters Score -7295774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7295774.000000 Penalty: 5453.207520
	Iteration 23Q: 3 clusters Score -7295774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7295779.000000 Penalty: 5453.207520
	Iteration 24Q: 3 clusters Score -7295779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7295773.500000 Penalty: 5453.207520
	Iteration 25Q: 3 clusters Score -7295774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7295782.500000 Penalty: 5453.207520
	Iteration 26Q: 3 clusters Score -7295782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7295789.500000 Penalty: 5453.207520
	Iteration 27Q: 3 clusters Score -7295790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7295789.500000 Penalty: 5453.207520
	Iteration 28F: 3 clusters Score -7295790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Entering Unmasked Estep 
Score: -5774098.500000 Penalty: 2659.506836
	Iteration 0F: 2 clusters Score -5774098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -5743482.000000 Penalty: 5319.013672
	Iteration 0F: 3 clusters Score -5743482 nChanged 20856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -5754796.000000 Penalty: 5319.013672
	Iteration 1F: 3 clusters Score -5754796 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -5755328.000000 Penalty: 5319.013672
	Iteration 2Q: 3 clusters Score -5755328 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -5755842.000000 Penalty: 5319.013672
	Iteration 3Q: 3 clusters Score -5755842 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -5756343.000000 Penalty: 5319.013672
	Iteration 4Q: 3 clusters Score -5756343 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -5756922.500000 Penalty: 5319.013672
	Iteration 5Q: 3 clusters Score -5756922 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -5757843.000000 Penalty: 5319.013672
	Iteration 6Q: 3 clusters Score -5757843 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -5758896.500000 Penalty: 5319.013672
	Iteration 7Q: 3 clusters Score -5758896 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -5760022.000000 Penalty: 5319.013672
	Iteration 8Q: 3 clusters Score -5760022 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -5761131.000000 Penalty: 5319.013672
	Iteration 9Q: 3 clusters Score -5761131 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -5762204.500000 Penalty: 5319.013672
	Iteration 10Q: 3 clusters Score -5762204 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -5763237.000000 Penalty: 5319.013672
	Iteration 11Q: 3 clusters Score -5763237 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -5764303.500000 Penalty: 5319.013672
	Iteration 12Q: 3 clusters Score -5764304 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -5765300.500000 Penalty: 5319.013672
	Iteration 13Q: 3 clusters Score -5765300 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -5766180.000000 Penalty: 5319.013672
	Iteration 14Q: 3 clusters Score -5766180 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -5766859.000000 Penalty: 5319.013672
	Iteration 15Q: 3 clusters Score -5766859 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -5767483.500000 Penalty: 5319.013672
	Iteration 16Q: 3 clusters Score -5767484 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -5767997.000000 Penalty: 5319.013672
	Iteration 17Q: 3 clusters Score -5767997 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -5768391.500000 Penalty: 5319.013672
	Iteration 18Q: 3 clusters Score -5768392 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -5768740.000000 Penalty: 5319.013672
	Iteration 19Q: 3 clusters Score -5768740 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -5769003.000000 Penalty: 5319.013672
	Iteration 20F: 3 clusters Score -5769003 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -5769251.500000 Penalty: 5319.013672
	Iteration 21Q: 3 clusters Score -5769252 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -5769484.500000 Penalty: 5319.013672
	Iteration 22Q: 3 clusters Score -5769484 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -5769698.000000 Penalty: 5319.013672
	Iteration 23Q: 3 clusters Score -5769698 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -5769904.500000 Penalty: 5319.013672
	Iteration 24Q: 3 clusters Score -5769904 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -5770090.500000 Penalty: 5319.013672
	Iteration 25Q: 3 clusters Score -5770090 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -5770303.500000 Penalty: 5319.013672
	Iteration 26Q: 3 clusters Score -5770304 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -5770506.500000 Penalty: 5319.013672
	Iteration 27Q: 3 clusters Score -5770506 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -5770678.000000 Penalty: 5319.013672
	Iteration 28Q: 3 clusters Score -5770678 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -5770852.500000 Penalty: 5319.013672
	Iteration 29Q: 3 clusters Score -5770852 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -5770969.500000 Penalty: 5319.013672
	Iteration 30Q: 3 clusters Score -5770970 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5771111.500000 Penalty: 5319.013672
	Iteration 31Q: 3 clusters Score -5771112 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -5771226.000000 Penalty: 5319.013672
	Iteration 32Q: 3 clusters Score -5771226 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5771323.000000 Penalty: 5319.013672
	Iteration 33Q: 3 clusters Score -5771323 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5771368.000000 Penalty: 5319.013672
	Iteration 34Q: 3 clusters Score -5771368 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5771437.500000 Penalty: 5319.013672
	Iteration 35Q: 3 clusters Score -5771438 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5771496.500000 Penalty: 5319.013672
	Iteration 36Q: 3 clusters Score -5771496 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5771526.500000 Penalty: 5319.013672
	Iteration 37Q: 3 clusters Score -5771526 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5771573.000000 Penalty: 5319.013672
	Iteration 38Q: 3 clusters Score -5771573 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5771606.000000 Penalty: 5319.013672
	Iteration 39Q: 3 clusters Score -5771606 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5771646.500000 Penalty: 5319.013672
	Iteration 40F: 3 clusters Score -5771646 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5771661.000000 Penalty: 5319.013672
	Iteration 41Q: 3 clusters Score -5771661 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5771668.500000 Penalty: 5319.013672
	Iteration 42Q: 3 clusters Score -5771668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5771695.000000 Penalty: 5319.013672
	Iteration 43Q: 3 clusters Score -5771695 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5771710.500000 Penalty: 5319.013672
	Iteration 44Q: 3 clusters Score -5771710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5771721.000000 Penalty: 5319.013672
	Iteration 45Q: 3 clusters Score -5771721 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5771741.000000 Penalty: 5319.013672
	Iteration 46Q: 3 clusters Score -5771741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5771751.500000 Penalty: 5319.013672
	Iteration 47Q: 3 clusters Score -5771752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5771761.500000 Penalty: 5319.013672
	Iteration 48Q: 3 clusters Score -5771762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5771774.500000 Penalty: 5319.013672
	Iteration 49Q: 3 clusters Score -5771774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5771782.000000 Penalty: 5319.013672
	Iteration 50Q: 3 clusters Score -5771782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5771805.500000 Penalty: 5319.013672
	Iteration 51Q: 3 clusters Score -5771806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5771813.000000 Penalty: 5319.013672
	Iteration 52Q: 3 clusters Score -5771813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5771819.500000 Penalty: 5319.013672
	Iteration 53Q: 3 clusters Score -5771820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5771818.500000 Penalty: 5319.013672
	Iteration 54Q: 3 clusters Score -5771818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5771815.500000 Penalty: 5319.013672
	Iteration 55Q: 3 clusters Score -5771816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5771820.000000 Penalty: 5319.013672
	Iteration 56Q: 3 clusters Score -5771820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5771815.500000 Penalty: 5319.013672
	Iteration 57Q: 3 clusters Score -5771816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5771822.000000 Penalty: 5319.013672
	Iteration 58Q: 3 clusters Score -5771822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5771818.500000 Penalty: 5319.013672
	Iteration 59Q: 3 clusters Score -5771818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5771832.500000 Penalty: 5319.013672
	Iteration 60F: 3 clusters Score -5771832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5771844.500000 Penalty: 5319.013672
	Iteration 61Q: 3 clusters Score -5771844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5771844.500000 Penalty: 5319.013672
	Iteration 62Q: 3 clusters Score -5771844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5771849.000000 Penalty: 5319.013672
	Iteration 63Q: 3 clusters Score -5771849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5771848.500000 Penalty: 5319.013672
	Iteration 64Q: 3 clusters Score -5771848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5771850.000000 Penalty: 5319.013672
	Iteration 65Q: 3 clusters Score -5771850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5771852.500000 Penalty: 5319.013672
	Iteration 66Q: 3 clusters Score -5771852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5771852.500000 Penalty: 5319.013672
	Iteration 67F: 3 clusters Score -5771852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -88974.851562 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -88974.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87230.203125 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -87230.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -87836.320312 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -87836.32 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -88237.367188 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -88237.37 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88580.140625 Penalty: 3369.559082
	Iteration 3F: 3 clusters Score -88580.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -88741.570312 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -88741.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -88843.976562 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -88843.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -88884.742188 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -88884.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -88906.984375 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -88906.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -88935.554688 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -88935.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -88979.945312 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -88979.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -89056.210938 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -89056.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -89162.617188 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -89162.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -89217.554688 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -89217.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -89232.171875 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -89232.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -89243.218750 Penalty: 3369.559082
	Iteration 14Q: 3 clusters Score -89243.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -89251.515625 Penalty: 3369.559082
	Iteration 15Q: 3 clusters Score -89251.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -89258.429688 Penalty: 3369.559082
	Iteration 16Q: 3 clusters Score -89258.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -89263.953125 Penalty: 3369.559082
	Iteration 17Q: 3 clusters Score -89263.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -89267.976562 Penalty: 3369.559082
	Iteration 18Q: 3 clusters Score -89267.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -89270.859375 Penalty: 3369.559082
	Iteration 19Q: 3 clusters Score -89270.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -89283.164062 Penalty: 3369.559082
	Iteration 20F: 3 clusters Score -89283.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -89335.921875 Penalty: 3369.559082
	Iteration 21Q: 3 clusters Score -89335.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -89367.226562 Penalty: 3369.559082
	Iteration 22Q: 3 clusters Score -89367.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -89368.968750 Penalty: 3369.559082
	Iteration 23Q: 3 clusters Score -89368.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -89368.968750 Penalty: 3369.559082
	Iteration 24F: 3 clusters Score -89368.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 309030 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 59538 members 
Mstep: Class 7 contains 45425 members 
Mstep: Class 8 contains 466 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 39611 members 
Mstep: Class 11 contains 491 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183930 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 173405 members 
Mstep: Class 16 contains 12519 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33352 members 
Mstep: Class 19 contains 9909 members 
Mstep: Class 23 contains 51506 members 
Mstep: Class 24 contains 5219 members 
Entering Unmasked Estep 
Score: -119302720.000000 Penalty: 71765.531250
Splitting cluster 8 changes total score from -119303736.000000 to -119302720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Entering Unmasked Estep 
Score: -324465.968750 Penalty: 1958.713867
	Iteration 0F: 2 clusters Score -324466 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 1378 members 
Entering Unmasked Estep 
Score: -321418.468750 Penalty: 3917.427734
	Iteration 0F: 3 clusters Score -321418.5 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -322079.250000 Penalty: 3917.427734
	Iteration 1F: 3 clusters Score -322079.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -322256.343750 Penalty: 3917.427734
	Iteration 2F: 3 clusters Score -322256.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -322359.343750 Penalty: 3917.427734
	Iteration 3Q: 3 clusters Score -322359.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -322456.187500 Penalty: 3917.427734
	Iteration 4Q: 3 clusters Score -322456.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -322541.937500 Penalty: 3917.427734
	Iteration 5Q: 3 clusters Score -322541.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -322613.875000 Penalty: 3917.427734
	Iteration 6Q: 3 clusters Score -322613.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -322673.468750 Penalty: 3917.427734
	Iteration 7Q: 3 clusters Score -322673.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -322728.218750 Penalty: 3917.427734
	Iteration 8Q: 3 clusters Score -322728.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -322804.062500 Penalty: 3917.427734
	Iteration 9Q: 3 clusters Score -322804.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -322879.500000 Penalty: 3917.427734
	Iteration 10Q: 3 clusters Score -322879.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -322944.906250 Penalty: 3917.427734
	Iteration 11Q: 3 clusters Score -322944.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -323017.750000 Penalty: 3917.427734
	Iteration 12Q: 3 clusters Score -323017.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -323093.875000 Penalty: 3917.427734
	Iteration 13Q: 3 clusters Score -323093.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -323157.093750 Penalty: 3917.427734
	Iteration 14Q: 3 clusters Score -323157.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -323212.406250 Penalty: 3917.427734
	Iteration 15Q: 3 clusters Score -323212.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -323238.156250 Penalty: 3917.427734
	Iteration 16Q: 3 clusters Score -323238.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -323256.500000 Penalty: 3917.427734
	Iteration 17Q: 3 clusters Score -323256.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -323272.375000 Penalty: 3917.427734
	Iteration 18Q: 3 clusters Score -323272.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -323287.375000 Penalty: 3917.427734
	Iteration 19Q: 3 clusters Score -323287.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -323300.468750 Penalty: 3917.427734
	Iteration 20F: 3 clusters Score -323300.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -323314.937500 Penalty: 3917.427734
	Iteration 21Q: 3 clusters Score -323314.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -323336.343750 Penalty: 3917.427734
	Iteration 22Q: 3 clusters Score -323336.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -323364.406250 Penalty: 3917.427734
	Iteration 23Q: 3 clusters Score -323364.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -323391.750000 Penalty: 3917.427734
	Iteration 24Q: 3 clusters Score -323391.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -323418.531250 Penalty: 3917.427734
	Iteration 25Q: 3 clusters Score -323418.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -323475.000000 Penalty: 3917.427734
	Iteration 26Q: 3 clusters Score -323475 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -323537.906250 Penalty: 3917.427734
	Iteration 27Q: 3 clusters Score -323537.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -323622.000000 Penalty: 3917.427734
	Iteration 28Q: 3 clusters Score -323622 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -323703.281250 Penalty: 3917.427734
	Iteration 29Q: 3 clusters Score -323703.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -323774.125000 Penalty: 3917.427734
	Iteration 30Q: 3 clusters Score -323774.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -323837.875000 Penalty: 3917.427734
	Iteration 31Q: 3 clusters Score -323837.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -323903.562500 Penalty: 3917.427734
	Iteration 32Q: 3 clusters Score -323903.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -323959.875000 Penalty: 3917.427734
	Iteration 33Q: 3 clusters Score -323959.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -323994.000000 Penalty: 3917.427734
	Iteration 34Q: 3 clusters Score -323994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -324022.750000 Penalty: 3917.427734
	Iteration 35Q: 3 clusters Score -324022.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -324038.093750 Penalty: 3917.427734
	Iteration 36Q: 3 clusters Score -324038.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -324046.062500 Penalty: 3917.427734
	Iteration 37Q: 3 clusters Score -324046.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -324052.437500 Penalty: 3917.427734
	Iteration 38Q: 3 clusters Score -324052.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -324056.093750 Penalty: 3917.427734
	Iteration 39Q: 3 clusters Score -324056.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -324058.437500 Penalty: 3917.427734
	Iteration 40F: 3 clusters Score -324058.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -324061.875000 Penalty: 3917.427734
	Iteration 41Q: 3 clusters Score -324061.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -324061.875000 Penalty: 3917.427734
	Iteration 42F: 3 clusters Score -324061.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Entering Unmasked Estep 
Score: -5046536.500000 Penalty: 2625.541992
	Iteration 0F: 2 clusters Score -5046536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -5019732.500000 Penalty: 5251.083984
	Iteration 0F: 3 clusters Score -5019732 nChanged 18119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -5029587.000000 Penalty: 5251.083984
	Iteration 1F: 3 clusters Score -5029587 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -5030139.500000 Penalty: 5251.083984
	Iteration 2Q: 3 clusters Score -5030140 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -5030713.500000 Penalty: 5251.083984
	Iteration 3Q: 3 clusters Score -5030714 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -5031362.000000 Penalty: 5251.083984
	Iteration 4Q: 3 clusters Score -5031362 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -5032164.000000 Penalty: 5251.083984
	Iteration 5Q: 3 clusters Score -5032164 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -5033148.000000 Penalty: 5251.083984
	Iteration 6Q: 3 clusters Score -5033148 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -5034483.500000 Penalty: 5251.083984
	Iteration 7F: 3 clusters Score -5034484 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -5036092.000000 Penalty: 5251.083984
	Iteration 8F: 3 clusters Score -5036092 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -5037860.500000 Penalty: 5251.083984
	Iteration 9F: 3 clusters Score -5037860 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -5039229.000000 Penalty: 5251.083984
	Iteration 10F: 3 clusters Score -5039229 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -5039988.000000 Penalty: 5251.083984
	Iteration 11Q: 3 clusters Score -5039988 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -5040264.500000 Penalty: 5251.083984
	Iteration 12Q: 3 clusters Score -5040264 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -5040408.500000 Penalty: 5251.083984
	Iteration 13Q: 3 clusters Score -5040408 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -5040533.500000 Penalty: 5251.083984
	Iteration 14Q: 3 clusters Score -5040534 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -5040633.000000 Penalty: 5251.083984
	Iteration 15Q: 3 clusters Score -5040633 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -5040744.500000 Penalty: 5251.083984
	Iteration 16Q: 3 clusters Score -5040744 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -5040814.500000 Penalty: 5251.083984
	Iteration 17Q: 3 clusters Score -5040814 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -5040897.000000 Penalty: 5251.083984
	Iteration 18Q: 3 clusters Score -5040897 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -5040995.500000 Penalty: 5251.083984
	Iteration 19Q: 3 clusters Score -5040996 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -5041096.000000 Penalty: 5251.083984
	Iteration 20F: 3 clusters Score -5041096 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -5041203.000000 Penalty: 5251.083984
	Iteration 21Q: 3 clusters Score -5041203 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -5041299.000000 Penalty: 5251.083984
	Iteration 22Q: 3 clusters Score -5041299 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -5041388.000000 Penalty: 5251.083984
	Iteration 23Q: 3 clusters Score -5041388 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -5041468.500000 Penalty: 5251.083984
	Iteration 24Q: 3 clusters Score -5041468 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -5041578.500000 Penalty: 5251.083984
	Iteration 25Q: 3 clusters Score -5041578 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -5041680.000000 Penalty: 5251.083984
	Iteration 26Q: 3 clusters Score -5041680 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -5041776.500000 Penalty: 5251.083984
	Iteration 27Q: 3 clusters Score -5041776 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -5041888.500000 Penalty: 5251.083984
	Iteration 28Q: 3 clusters Score -5041888 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -5041981.000000 Penalty: 5251.083984
	Iteration 29Q: 3 clusters Score -5041981 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -5042070.000000 Penalty: 5251.083984
	Iteration 30Q: 3 clusters Score -5042070 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -5042165.500000 Penalty: 5251.083984
	Iteration 31Q: 3 clusters Score -5042166 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -5042244.500000 Penalty: 5251.083984
	Iteration 32Q: 3 clusters Score -5042244 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -5042341.500000 Penalty: 5251.083984
	Iteration 33Q: 3 clusters Score -5042342 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -5042434.000000 Penalty: 5251.083984
	Iteration 34Q: 3 clusters Score -5042434 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -5042518.000000 Penalty: 5251.083984
	Iteration 35Q: 3 clusters Score -5042518 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -5042608.500000 Penalty: 5251.083984
	Iteration 36Q: 3 clusters Score -5042608 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -5042684.500000 Penalty: 5251.083984
	Iteration 37Q: 3 clusters Score -5042684 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -5042781.000000 Penalty: 5251.083984
	Iteration 38Q: 3 clusters Score -5042781 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -5042884.500000 Penalty: 5251.083984
	Iteration 39Q: 3 clusters Score -5042884 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -5042969.000000 Penalty: 5251.083984
	Iteration 40F: 3 clusters Score -5042969 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -5043082.000000 Penalty: 5251.083984
	Iteration 41Q: 3 clusters Score -5043082 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -5043183.000000 Penalty: 5251.083984
	Iteration 42Q: 3 clusters Score -5043183 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -5043285.000000 Penalty: 5251.083984
	Iteration 43Q: 3 clusters Score -5043285 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -5043392.500000 Penalty: 5251.083984
	Iteration 44Q: 3 clusters Score -5043392 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -5043483.000000 Penalty: 5251.083984
	Iteration 45Q: 3 clusters Score -5043483 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -5043607.000000 Penalty: 5251.083984
	Iteration 46Q: 3 clusters Score -5043607 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -5043681.500000 Penalty: 5251.083984
	Iteration 47Q: 3 clusters Score -5043682 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -5043741.000000 Penalty: 5251.083984
	Iteration 48Q: 3 clusters Score -5043741 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -5043818.500000 Penalty: 5251.083984
	Iteration 49Q: 3 clusters Score -5043818 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -5043892.000000 Penalty: 5251.083984
	Iteration 50Q: 3 clusters Score -5043892 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -5043978.000000 Penalty: 5251.083984
	Iteration 51Q: 3 clusters Score -5043978 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -5044025.500000 Penalty: 5251.083984
	Iteration 52Q: 3 clusters Score -5044026 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -5044092.500000 Penalty: 5251.083984
	Iteration 53Q: 3 clusters Score -5044092 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -5044134.000000 Penalty: 5251.083984
	Iteration 54Q: 3 clusters Score -5044134 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -5044154.500000 Penalty: 5251.083984
	Iteration 55Q: 3 clusters Score -5044154 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -5044186.000000 Penalty: 5251.083984
	Iteration 56Q: 3 clusters Score -5044186 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -5044214.500000 Penalty: 5251.083984
	Iteration 57Q: 3 clusters Score -5044214 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -5044256.500000 Penalty: 5251.083984
	Iteration 58Q: 3 clusters Score -5044256 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -5044283.000000 Penalty: 5251.083984
	Iteration 59Q: 3 clusters Score -5044283 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -5044331.500000 Penalty: 5251.083984
	Iteration 60F: 3 clusters Score -5044332 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -5044371.000000 Penalty: 5251.083984
	Iteration 61Q: 3 clusters Score -5044371 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -5044399.000000 Penalty: 5251.083984
	Iteration 62Q: 3 clusters Score -5044399 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -5044412.000000 Penalty: 5251.083984
	Iteration 63Q: 3 clusters Score -5044412 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -5044424.500000 Penalty: 5251.083984
	Iteration 64Q: 3 clusters Score -5044424 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -5044430.000000 Penalty: 5251.083984
	Iteration 65Q: 3 clusters Score -5044430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -5044452.000000 Penalty: 5251.083984
	Iteration 66Q: 3 clusters Score -5044452 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -5044477.500000 Penalty: 5251.083984
	Iteration 67Q: 3 clusters Score -5044478 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -5044474.000000 Penalty: 5251.083984
	Iteration 68Q: 3 clusters Score -5044474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -5044513.000000 Penalty: 5251.083984
	Iteration 69Q: 3 clusters Score -5044513 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -5044526.500000 Penalty: 5251.083984
	Iteration 70Q: 3 clusters Score -5044526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -5044542.000000 Penalty: 5251.083984
	Iteration 71Q: 3 clusters Score -5044542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -5044537.500000 Penalty: 5251.083984
	Iteration 72Q: 3 clusters Score -5044538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -5044568.500000 Penalty: 5251.083984
	Iteration 73Q: 3 clusters Score -5044568 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -5044574.500000 Penalty: 5251.083984
	Iteration 74Q: 3 clusters Score -5044574 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -5044580.500000 Penalty: 5251.083984
	Iteration 75Q: 3 clusters Score -5044580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -5044602.000000 Penalty: 5251.083984
	Iteration 76Q: 3 clusters Score -5044602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -5044606.500000 Penalty: 5251.083984
	Iteration 77Q: 3 clusters Score -5044606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -5044616.500000 Penalty: 5251.083984
	Iteration 78Q: 3 clusters Score -5044616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -5044624.500000 Penalty: 5251.083984
	Iteration 79Q: 3 clusters Score -5044624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -5044619.000000 Penalty: 5251.083984
	Iteration 80F: 3 clusters Score -5044619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -5044625.500000 Penalty: 5251.083984
	Iteration 81Q: 3 clusters Score -5044626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -5044632.500000 Penalty: 5251.083984
	Iteration 82Q: 3 clusters Score -5044632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -5044639.000000 Penalty: 5251.083984
	Iteration 83Q: 3 clusters Score -5044639 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -5044645.500000 Penalty: 5251.083984
	Iteration 84Q: 3 clusters Score -5044646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -5044664.000000 Penalty: 5251.083984
	Iteration 85Q: 3 clusters Score -5044664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -5044674.000000 Penalty: 5251.083984
	Iteration 86Q: 3 clusters Score -5044674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -5044676.000000 Penalty: 5251.083984
	Iteration 87Q: 3 clusters Score -5044676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -5044674.000000 Penalty: 5251.083984
	Iteration 88Q: 3 clusters Score -5044674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -5044689.000000 Penalty: 5251.083984
	Iteration 89Q: 3 clusters Score -5044689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -5044686.500000 Penalty: 5251.083984
	Iteration 90Q: 3 clusters Score -5044686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -5044695.500000 Penalty: 5251.083984
	Iteration 91Q: 3 clusters Score -5044696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -5044695.500000 Penalty: 5251.083984
	Iteration 92Q: 3 clusters Score -5044696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -5044703.500000 Penalty: 5251.083984
	Iteration 93Q: 3 clusters Score -5044704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -5044705.000000 Penalty: 5251.083984
	Iteration 94Q: 3 clusters Score -5044705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -5044701.500000 Penalty: 5251.083984
	Iteration 95Q: 3 clusters Score -5044702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -5044701.000000 Penalty: 5251.083984
	Iteration 96Q: 3 clusters Score -5044701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -5044703.000000 Penalty: 5251.083984
	Iteration 97Q: 3 clusters Score -5044703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -5044699.000000 Penalty: 5251.083984
	Iteration 98Q: 3 clusters Score -5044699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -5044700.000000 Penalty: 5251.083984
	Iteration 99Q: 3 clusters Score -5044700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -5044697.000000 Penalty: 5251.083984
	Iteration 100F: 3 clusters Score -5044697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -5044699.500000 Penalty: 5251.083984
	Iteration 101Q: 3 clusters Score -5044700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -5044699.000000 Penalty: 5251.083984
	Iteration 102Q: 3 clusters Score -5044699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -5044699.000000 Penalty: 5251.083984
	Iteration 103Q: 3 clusters Score -5044699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -5044699.500000 Penalty: 5251.083984
	Iteration 104Q: 3 clusters Score -5044700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -5044704.500000 Penalty: 5251.083984
	Iteration 105Q: 3 clusters Score -5044704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -5044701.500000 Penalty: 5251.083984
	Iteration 106Q: 3 clusters Score -5044702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -5044701.500000 Penalty: 5251.083984
	Iteration 107F: 3 clusters Score -5044702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Entering Unmasked Estep 
Score: -287517.000000 Penalty: 1928.996460
	Iteration 0F: 2 clusters Score -287517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -284680.906250 Penalty: 3857.992920
	Iteration 0F: 3 clusters Score -284680.9 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -285185.000000 Penalty: 3857.992920
	Iteration 1F: 3 clusters Score -285185 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -285316.968750 Penalty: 3857.992920
	Iteration 2F: 3 clusters Score -285317 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -285399.656250 Penalty: 3857.992920
	Iteration 3Q: 3 clusters Score -285399.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -285456.812500 Penalty: 3857.992920
	Iteration 4Q: 3 clusters Score -285456.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -285510.406250 Penalty: 3857.992920
	Iteration 5Q: 3 clusters Score -285510.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -285575.625000 Penalty: 3857.992920
	Iteration 6Q: 3 clusters Score -285575.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -285663.656250 Penalty: 3857.992920
	Iteration 7Q: 3 clusters Score -285663.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -285747.656250 Penalty: 3857.992920
	Iteration 8Q: 3 clusters Score -285747.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -285851.312500 Penalty: 3857.992920
	Iteration 9Q: 3 clusters Score -285851.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -285981.718750 Penalty: 3857.992920
	Iteration 10Q: 3 clusters Score -285981.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -286160.312500 Penalty: 3857.992920
	Iteration 11Q: 3 clusters Score -286160.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -286400.593750 Penalty: 3857.992920
	Iteration 12F: 3 clusters Score -286400.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -286693.625000 Penalty: 3857.992920
	Iteration 13F: 3 clusters Score -286693.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -286950.656250 Penalty: 3857.992920
	Iteration 14F: 3 clusters Score -286950.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -287103.750000 Penalty: 3857.992920
	Iteration 15Q: 3 clusters Score -287103.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -287185.843750 Penalty: 3857.992920
	Iteration 16Q: 3 clusters Score -287185.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -287219.843750 Penalty: 3857.992920
	Iteration 17Q: 3 clusters Score -287219.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -287232.781250 Penalty: 3857.992920
	Iteration 18Q: 3 clusters Score -287232.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -287241.250000 Penalty: 3857.992920
	Iteration 19Q: 3 clusters Score -287241.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -287248.937500 Penalty: 3857.992920
	Iteration 20F: 3 clusters Score -287248.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -287255.156250 Penalty: 3857.992920
	Iteration 21Q: 3 clusters Score -287255.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -287257.312500 Penalty: 3857.992920
	Iteration 22Q: 3 clusters Score -287257.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -287258.718750 Penalty: 3857.992920
	Iteration 23Q: 3 clusters Score -287258.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -287259.468750 Penalty: 3857.992920
	Iteration 24Q: 3 clusters Score -287259.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -287259.468750 Penalty: 3857.992920
	Iteration 25F: 3 clusters Score -287259.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (183930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183930 members 
Entering Unmasked Estep 
Score: -23201882.000000 Penalty: 3006.333008
	Iteration 0F: 2 clusters Score -2.320188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92055 members 
Mstep: Class 2 contains 91875 members 
Entering Unmasked Estep 
Score: -23081442.000000 Penalty: 6012.666016
	Iteration 0F: 3 clusters Score -2.308144e+07 nChanged 88384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93133 members 
Mstep: Class 2 contains 90797 members 
Entering Unmasked Estep 
Score: -23133062.000000 Penalty: 6012.666016
	Iteration 1F: 3 clusters Score -2.313306e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93586 members 
Mstep: Class 2 contains 90344 members 
Entering Unmasked Estep 
Score: -23134244.000000 Penalty: 6012.666016
	Iteration 2Q: 3 clusters Score -2.313424e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94205 members 
Mstep: Class 2 contains 89725 members 
Entering Unmasked Estep 
Score: -23135598.000000 Penalty: 6012.666016
	Iteration 3Q: 3 clusters Score -2.31356e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95152 members 
Mstep: Class 2 contains 88778 members 
Entering Unmasked Estep 
Score: -23137812.000000 Penalty: 6012.666016
	Iteration 4Q: 3 clusters Score -2.313781e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96319 members 
Mstep: Class 2 contains 87611 members 
Entering Unmasked Estep 
Score: -23140282.000000 Penalty: 6012.666016
	Iteration 5Q: 3 clusters Score -2.314028e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97709 members 
Mstep: Class 2 contains 86221 members 
Entering Unmasked Estep 
Score: -23143958.000000 Penalty: 6012.666016
	Iteration 6Q: 3 clusters Score -2.314396e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99358 members 
Mstep: Class 2 contains 84572 members 
Entering Unmasked Estep 
Score: -23148446.000000 Penalty: 6012.666016
	Iteration 7Q: 3 clusters Score -2.314845e+07 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101229 members 
Mstep: Class 2 contains 82701 members 
Entering Unmasked Estep 
Score: -23153818.000000 Penalty: 6012.666016
	Iteration 8F: 3 clusters Score -2.315382e+07 nChanged 10518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103035 members 
Mstep: Class 2 contains 80895 members 
Entering Unmasked Estep 
Score: -23160250.000000 Penalty: 6012.666016
	Iteration 9F: 3 clusters Score -2.316025e+07 nChanged 10721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104604 members 
Mstep: Class 2 contains 79326 members 
Entering Unmasked Estep 
Score: -23167356.000000 Penalty: 6012.666016
	Iteration 10F: 3 clusters Score -2.316736e+07 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105948 members 
Mstep: Class 2 contains 77982 members 
Entering Unmasked Estep 
Score: -23173424.000000 Penalty: 6012.666016
	Iteration 11F: 3 clusters Score -2.317342e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107104 members 
Mstep: Class 2 contains 76826 members 
Entering Unmasked Estep 
Score: -23176708.000000 Penalty: 6012.666016
	Iteration 12Q: 3 clusters Score -2.317671e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108210 members 
Mstep: Class 2 contains 75720 members 
Entering Unmasked Estep 
Score: -23178288.000000 Penalty: 6012.666016
	Iteration 13Q: 3 clusters Score -2.317829e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109315 members 
Mstep: Class 2 contains 74615 members 
Entering Unmasked Estep 
Score: -23178986.000000 Penalty: 6012.666016
	Iteration 14Q: 3 clusters Score -2.317899e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110456 members 
Mstep: Class 2 contains 73474 members 
Entering Unmasked Estep 
Score: -23179384.000000 Penalty: 6012.666016
	Iteration 15Q: 3 clusters Score -2.317938e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111559 members 
Mstep: Class 2 contains 72371 members 
Entering Unmasked Estep 
Score: -23179638.000000 Penalty: 6012.666016
	Iteration 16Q: 3 clusters Score -2.317964e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112675 members 
Mstep: Class 2 contains 71255 members 
Entering Unmasked Estep 
Score: -23180040.000000 Penalty: 6012.666016
	Iteration 17Q: 3 clusters Score -2.318004e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113793 members 
Mstep: Class 2 contains 70137 members 
Entering Unmasked Estep 
Score: -23180264.000000 Penalty: 6012.666016
	Iteration 18Q: 3 clusters Score -2.318026e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114915 members 
Mstep: Class 2 contains 69015 members 
Entering Unmasked Estep 
Score: -23180432.000000 Penalty: 6012.666016
	Iteration 19Q: 3 clusters Score -2.318043e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116055 members 
Mstep: Class 2 contains 67875 members 
Entering Unmasked Estep 
Score: -23180614.000000 Penalty: 6012.666016
	Iteration 20F: 3 clusters Score -2.318061e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117247 members 
Mstep: Class 2 contains 66683 members 
Entering Unmasked Estep 
Score: -23180742.000000 Penalty: 6012.666016
	Iteration 21Q: 3 clusters Score -2.318074e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118487 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -23180848.000000 Penalty: 6012.666016
	Iteration 22Q: 3 clusters Score -2.318085e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119815 members 
Mstep: Class 2 contains 64115 members 
Entering Unmasked Estep 
Score: -23181034.000000 Penalty: 6012.666016
	Iteration 23Q: 3 clusters Score -2.318103e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121200 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -23181302.000000 Penalty: 6012.666016
	Iteration 24Q: 3 clusters Score -2.31813e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122696 members 
Mstep: Class 2 contains 61234 members 
Entering Unmasked Estep 
Score: -23181556.000000 Penalty: 6012.666016
	Iteration 25Q: 3 clusters Score -2.318156e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124274 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -23181802.000000 Penalty: 6012.666016
	Iteration 26Q: 3 clusters Score -2.31818e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125992 members 
Mstep: Class 2 contains 57938 members 
Entering Unmasked Estep 
Score: -23182066.000000 Penalty: 6012.666016
	Iteration 27Q: 3 clusters Score -2.318207e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127826 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -23182442.000000 Penalty: 6012.666016
	Iteration 28Q: 3 clusters Score -2.318244e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129761 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -23182796.000000 Penalty: 6012.666016
	Iteration 29Q: 3 clusters Score -2.31828e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131762 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -23183242.000000 Penalty: 6012.666016
	Iteration 30Q: 3 clusters Score -2.318324e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133927 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -23183550.000000 Penalty: 6012.666016
	Iteration 31Q: 3 clusters Score -2.318355e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136067 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -23183904.000000 Penalty: 6012.666016
	Iteration 32Q: 3 clusters Score -2.31839e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138309 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -23184428.000000 Penalty: 6012.666016
	Iteration 33Q: 3 clusters Score -2.318443e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140575 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -23184978.000000 Penalty: 6012.666016
	Iteration 34Q: 3 clusters Score -2.318498e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142988 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -23185490.000000 Penalty: 6012.666016
	Iteration 35Q: 3 clusters Score -2.318549e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145565 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -23186166.000000 Penalty: 6012.666016
	Iteration 36Q: 3 clusters Score -2.318617e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148223 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -23187022.000000 Penalty: 6012.666016
	Iteration 37Q: 3 clusters Score -2.318702e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150981 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -23187764.000000 Penalty: 6012.666016
	Iteration 38Q: 3 clusters Score -2.318776e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153765 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -23188748.000000 Penalty: 6012.666016
	Iteration 39Q: 3 clusters Score -2.318875e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156751 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -23189856.000000 Penalty: 6012.666016
	Iteration 40F: 3 clusters Score -2.318986e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159725 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -23190930.000000 Penalty: 6012.666016
	Iteration 41Q: 3 clusters Score -2.319093e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162778 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -23192224.000000 Penalty: 6012.666016
	Iteration 42Q: 3 clusters Score -2.319222e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165798 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -23193480.000000 Penalty: 6012.666016
	Iteration 43Q: 3 clusters Score -2.319348e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168658 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -23194876.000000 Penalty: 6012.666016
	Iteration 44Q: 3 clusters Score -2.319488e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171243 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -23195888.000000 Penalty: 6012.666016
	Iteration 45Q: 3 clusters Score -2.319589e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173519 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -23196754.000000 Penalty: 6012.666016
	Iteration 46Q: 3 clusters Score -2.319675e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175382 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -23197530.000000 Penalty: 6012.666016
	Iteration 47Q: 3 clusters Score -2.319753e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176886 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -23198082.000000 Penalty: 6012.666016
	Iteration 48Q: 3 clusters Score -2.319808e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178043 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -23198374.000000 Penalty: 6012.666016
	Iteration 49Q: 3 clusters Score -2.319837e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178940 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -23198718.000000 Penalty: 6012.666016
	Iteration 50Q: 3 clusters Score -2.319872e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179623 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -23198882.000000 Penalty: 6012.666016
	Iteration 51Q: 3 clusters Score -2.319888e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180136 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -23199082.000000 Penalty: 6012.666016
	Iteration 52Q: 3 clusters Score -2.319908e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180527 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -23199148.000000 Penalty: 6012.666016
	Iteration 53Q: 3 clusters Score -2.319915e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180832 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -23199218.000000 Penalty: 6012.666016
	Iteration 54Q: 3 clusters Score -2.319922e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181080 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -23199274.000000 Penalty: 6012.666016
	Iteration 55Q: 3 clusters Score -2.319927e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181286 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -23199358.000000 Penalty: 6012.666016
	Iteration 56Q: 3 clusters Score -2.319936e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181450 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -23199420.000000 Penalty: 6012.666016
	Iteration 57Q: 3 clusters Score -2.319942e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181587 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -23199466.000000 Penalty: 6012.666016
	Iteration 58Q: 3 clusters Score -2.319947e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181708 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -23199480.000000 Penalty: 6012.666016
	Iteration 59Q: 3 clusters Score -2.319948e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181808 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -23199484.000000 Penalty: 6012.666016
	Iteration 60F: 3 clusters Score -2.319948e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181902 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -23199512.000000 Penalty: 6012.666016
	Iteration 61Q: 3 clusters Score -2.319951e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181967 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -23199534.000000 Penalty: 6012.666016
	Iteration 62Q: 3 clusters Score -2.319953e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182016 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -23199542.000000 Penalty: 6012.666016
	Iteration 63Q: 3 clusters Score -2.319954e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182055 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -23199528.000000 Penalty: 6012.666016
	Iteration 64Q: 3 clusters Score -2.319953e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182090 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -23199520.000000 Penalty: 6012.666016
	Iteration 65Q: 3 clusters Score -2.319952e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182122 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -23199478.000000 Penalty: 6012.666016
	Iteration 66Q: 3 clusters Score -2.319948e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182146 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -23199494.000000 Penalty: 6012.666016
	Iteration 67Q: 3 clusters Score -2.319949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182162 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -23199520.000000 Penalty: 6012.666016
	Iteration 68Q: 3 clusters Score -2.319952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182167 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -23199496.000000 Penalty: 6012.666016
	Iteration 69Q: 3 clusters Score -2.31995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182173 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -23199504.000000 Penalty: 6012.666016
	Iteration 70Q: 3 clusters Score -2.31995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182183 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -23199518.000000 Penalty: 6012.666016
	Iteration 71Q: 3 clusters Score -2.319952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182186 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -23199506.000000 Penalty: 6012.666016
	Iteration 72Q: 3 clusters Score -2.319951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182194 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -23199518.000000 Penalty: 6012.666016
	Iteration 73Q: 3 clusters Score -2.319952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182201 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -23199504.000000 Penalty: 6012.666016
	Iteration 74Q: 3 clusters Score -2.31995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182211 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -23199498.000000 Penalty: 6012.666016
	Iteration 75Q: 3 clusters Score -2.31995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182216 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -23199500.000000 Penalty: 6012.666016
	Iteration 76Q: 3 clusters Score -2.31995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182221 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -23199508.000000 Penalty: 6012.666016
	Iteration 77Q: 3 clusters Score -2.319951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182226 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -23199502.000000 Penalty: 6012.666016
	Iteration 78Q: 3 clusters Score -2.31995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182233 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -23199520.000000 Penalty: 6012.666016
	Iteration 79Q: 3 clusters Score -2.319952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182235 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -23199516.000000 Penalty: 6012.666016
	Iteration 80F: 3 clusters Score -2.319952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182239 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -23199516.000000 Penalty: 6012.666016
	Iteration 81Q: 3 clusters Score -2.319952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182240 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -23199516.000000 Penalty: 6012.666016
	Iteration 82Q: 3 clusters Score -2.319952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182242 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -23199518.000000 Penalty: 6012.666016
	Iteration 83Q: 3 clusters Score -2.319952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182244 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -23199514.000000 Penalty: 6012.666016
	Iteration 84Q: 3 clusters Score -2.319951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182249 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -23199514.000000 Penalty: 6012.666016
	Iteration 85Q: 3 clusters Score -2.319951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182249 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -23199512.000000 Penalty: 6012.666016
	Iteration 86Q: 3 clusters Score -2.319951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182249 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -23199512.000000 Penalty: 6012.666016
	Iteration 87F: 3 clusters Score -2.319951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (173405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173405 members 
Entering Unmasked Estep 
Score: -21869784.000000 Penalty: 2991.719482
	Iteration 0F: 2 clusters Score -2.186978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86812 members 
Mstep: Class 2 contains 86593 members 
Entering Unmasked Estep 
Score: -21755100.000000 Penalty: 5983.438965
	Iteration 0F: 3 clusters Score -2.17551e+07 nChanged 83036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90012 members 
Mstep: Class 2 contains 83393 members 
Entering Unmasked Estep 
Score: -21802640.000000 Penalty: 5983.438965
	Iteration 1F: 3 clusters Score -2.180264e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91895 members 
Mstep: Class 2 contains 81510 members 
Entering Unmasked Estep 
Score: -21803678.000000 Penalty: 5983.438965
	Iteration 2Q: 3 clusters Score -2.180368e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94791 members 
Mstep: Class 2 contains 78614 members 
Entering Unmasked Estep 
Score: -21804776.000000 Penalty: 5983.438965
	Iteration 3Q: 3 clusters Score -2.180478e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99228 members 
Mstep: Class 2 contains 74177 members 
Entering Unmasked Estep 
Score: -21806522.000000 Penalty: 5983.438965
	Iteration 4Q: 3 clusters Score -2.180652e+07 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105981 members 
Mstep: Class 2 contains 67424 members 
Entering Unmasked Estep 
Score: -21809902.000000 Penalty: 5983.438965
	Iteration 5Q: 3 clusters Score -2.18099e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115753 members 
Mstep: Class 2 contains 57652 members 
Entering Unmasked Estep 
Score: -21816434.000000 Penalty: 5983.438965
	Iteration 6F: 3 clusters Score -2.181643e+07 nChanged 13663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128742 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -21827172.000000 Penalty: 5983.438965
	Iteration 7F: 3 clusters Score -2.182717e+07 nChanged 15015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143317 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -21841070.000000 Penalty: 5983.438965
	Iteration 8F: 3 clusters Score -2.184107e+07 nChanged 12549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155634 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -21853724.000000 Penalty: 5983.438965
	Iteration 9F: 3 clusters Score -2.185372e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162939 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -21861120.000000 Penalty: 5983.438965
	Iteration 10Q: 3 clusters Score -2.186112e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166164 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -21864584.000000 Penalty: 5983.438965
	Iteration 11Q: 3 clusters Score -2.186458e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167534 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -21866042.000000 Penalty: 5983.438965
	Iteration 12Q: 3 clusters Score -2.186604e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168309 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -21866608.000000 Penalty: 5983.438965
	Iteration 13Q: 3 clusters Score -2.186661e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168862 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -21866912.000000 Penalty: 5983.438965
	Iteration 14Q: 3 clusters Score -2.186691e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169292 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -21867102.000000 Penalty: 5983.438965
	Iteration 15Q: 3 clusters Score -2.18671e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169649 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -21867190.000000 Penalty: 5983.438965
	Iteration 16Q: 3 clusters Score -2.186719e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169926 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -21867302.000000 Penalty: 5983.438965
	Iteration 17Q: 3 clusters Score -2.18673e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170124 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -21867408.000000 Penalty: 5983.438965
	Iteration 18Q: 3 clusters Score -2.186741e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170295 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -21867458.000000 Penalty: 5983.438965
	Iteration 19Q: 3 clusters Score -2.186746e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170452 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -21867576.000000 Penalty: 5983.438965
	Iteration 20F: 3 clusters Score -2.186758e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170584 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -21867606.000000 Penalty: 5983.438965
	Iteration 21Q: 3 clusters Score -2.186761e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170688 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -21867638.000000 Penalty: 5983.438965
	Iteration 22Q: 3 clusters Score -2.186764e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170780 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -21867676.000000 Penalty: 5983.438965
	Iteration 23Q: 3 clusters Score -2.186768e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170868 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -21867696.000000 Penalty: 5983.438965
	Iteration 24Q: 3 clusters Score -2.18677e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170939 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -21867710.000000 Penalty: 5983.438965
	Iteration 25Q: 3 clusters Score -2.186771e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170996 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -21867728.000000 Penalty: 5983.438965
	Iteration 26Q: 3 clusters Score -2.186773e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171035 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -21867738.000000 Penalty: 5983.438965
	Iteration 27Q: 3 clusters Score -2.186774e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171075 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -21867756.000000 Penalty: 5983.438965
	Iteration 28Q: 3 clusters Score -2.186776e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171106 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -21867776.000000 Penalty: 5983.438965
	Iteration 29Q: 3 clusters Score -2.186778e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171138 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -21867746.000000 Penalty: 5983.438965
	Iteration 30Q: 3 clusters Score -2.186775e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171169 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -21867716.000000 Penalty: 5983.438965
	Iteration 31Q: 3 clusters Score -2.186772e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171195 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -21867708.000000 Penalty: 5983.438965
	Iteration 32Q: 3 clusters Score -2.186771e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171223 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -21867716.000000 Penalty: 5983.438965
	Iteration 33Q: 3 clusters Score -2.186772e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171249 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -21867690.000000 Penalty: 5983.438965
	Iteration 34Q: 3 clusters Score -2.186769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171258 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -21867704.000000 Penalty: 5983.438965
	Iteration 35Q: 3 clusters Score -2.18677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171266 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -21867688.000000 Penalty: 5983.438965
	Iteration 36Q: 3 clusters Score -2.186769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171273 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -21867690.000000 Penalty: 5983.438965
	Iteration 37Q: 3 clusters Score -2.186769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171281 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -21867718.000000 Penalty: 5983.438965
	Iteration 38Q: 3 clusters Score -2.186772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171284 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -21867714.000000 Penalty: 5983.438965
	Iteration 39Q: 3 clusters Score -2.186771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171289 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -21867716.000000 Penalty: 5983.438965
	Iteration 40F: 3 clusters Score -2.186772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171295 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -21867734.000000 Penalty: 5983.438965
	Iteration 41Q: 3 clusters Score -2.186773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171303 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -21867750.000000 Penalty: 5983.438965
	Iteration 42Q: 3 clusters Score -2.186775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171309 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -21867734.000000 Penalty: 5983.438965
	Iteration 43Q: 3 clusters Score -2.186773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171313 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -21867746.000000 Penalty: 5983.438965
	Iteration 44Q: 3 clusters Score -2.186775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171316 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -21867742.000000 Penalty: 5983.438965
	Iteration 45Q: 3 clusters Score -2.186774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171321 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -21867760.000000 Penalty: 5983.438965
	Iteration 46Q: 3 clusters Score -2.186776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171325 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -21867762.000000 Penalty: 5983.438965
	Iteration 47Q: 3 clusters Score -2.186776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171333 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -21867770.000000 Penalty: 5983.438965
	Iteration 48Q: 3 clusters Score -2.186777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171339 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -21867762.000000 Penalty: 5983.438965
	Iteration 49Q: 3 clusters Score -2.186776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171347 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -21867756.000000 Penalty: 5983.438965
	Iteration 50Q: 3 clusters Score -2.186776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171349 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -21867748.000000 Penalty: 5983.438965
	Iteration 51Q: 3 clusters Score -2.186775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171354 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -21867766.000000 Penalty: 5983.438965
	Iteration 52Q: 3 clusters Score -2.186777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171362 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -21867780.000000 Penalty: 5983.438965
	Iteration 53Q: 3 clusters Score -2.186778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171363 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -21867770.000000 Penalty: 5983.438965
	Iteration 54Q: 3 clusters Score -2.186777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171366 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -21867784.000000 Penalty: 5983.438965
	Iteration 55Q: 3 clusters Score -2.186778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171369 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -21867772.000000 Penalty: 5983.438965
	Iteration 56Q: 3 clusters Score -2.186777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171371 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -21867776.000000 Penalty: 5983.438965
	Iteration 57Q: 3 clusters Score -2.186778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171370 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -21867780.000000 Penalty: 5983.438965
	Iteration 58Q: 3 clusters Score -2.186778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171371 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -21867786.000000 Penalty: 5983.438965
	Iteration 59Q: 3 clusters Score -2.186779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171372 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -21867782.000000 Penalty: 5983.438965
	Iteration 60F: 3 clusters Score -2.186778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171373 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -21867780.000000 Penalty: 5983.438965
	Iteration 61Q: 3 clusters Score -2.186778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171374 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -21867784.000000 Penalty: 5983.438965
	Iteration 62Q: 3 clusters Score -2.186778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171375 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -21867786.000000 Penalty: 5983.438965
	Iteration 63Q: 3 clusters Score -2.186779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171375 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -21867786.000000 Penalty: 5983.438965
	Iteration 64F: 3 clusters Score -2.186779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Entering Unmasked Estep 
Score: -1492246.250000 Penalty: 2339.880615
	Iteration 0F: 2 clusters Score -1492246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1483109.250000 Penalty: 4679.761230
	Iteration 0F: 3 clusters Score -1483109 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1486229.500000 Penalty: 4679.761230
	Iteration 1F: 3 clusters Score -1486230 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1486989.125000 Penalty: 4679.761230
	Iteration 2F: 3 clusters Score -1486989 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1488094.125000 Penalty: 4679.761230
	Iteration 3F: 3 clusters Score -1488094 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1489238.625000 Penalty: 4679.761230
	Iteration 4F: 3 clusters Score -1489239 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1490054.500000 Penalty: 4679.761230
	Iteration 5F: 3 clusters Score -1490054 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1490612.875000 Penalty: 4679.761230
	Iteration 6F: 3 clusters Score -1490613 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1490979.125000 Penalty: 4679.761230
	Iteration 7Q: 3 clusters Score -1490979 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1491269.500000 Penalty: 4679.761230
	Iteration 8Q: 3 clusters Score -1491270 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1491469.125000 Penalty: 4679.761230
	Iteration 9Q: 3 clusters Score -1491469 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1491618.125000 Penalty: 4679.761230
	Iteration 10Q: 3 clusters Score -1491618 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1491722.750000 Penalty: 4679.761230
	Iteration 11Q: 3 clusters Score -1491723 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1491795.875000 Penalty: 4679.761230
	Iteration 12Q: 3 clusters Score -1491796 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1491860.000000 Penalty: 4679.761230
	Iteration 13Q: 3 clusters Score -1491860 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1491915.375000 Penalty: 4679.761230
	Iteration 14Q: 3 clusters Score -1491915 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1491958.125000 Penalty: 4679.761230
	Iteration 15Q: 3 clusters Score -1491958 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1491979.500000 Penalty: 4679.761230
	Iteration 16Q: 3 clusters Score -1491980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1491999.250000 Penalty: 4679.761230
	Iteration 17Q: 3 clusters Score -1491999 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1492015.500000 Penalty: 4679.761230
	Iteration 18Q: 3 clusters Score -1492016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1492020.750000 Penalty: 4679.761230
	Iteration 19Q: 3 clusters Score -1492021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1492032.750000 Penalty: 4679.761230
	Iteration 20F: 3 clusters Score -1492033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1492038.000000 Penalty: 4679.761230
	Iteration 21Q: 3 clusters Score -1492038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1492042.000000 Penalty: 4679.761230
	Iteration 22Q: 3 clusters Score -1492042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1492046.625000 Penalty: 4679.761230
	Iteration 23Q: 3 clusters Score -1492047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1492053.125000 Penalty: 4679.761230
	Iteration 24Q: 3 clusters Score -1492053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1492056.125000 Penalty: 4679.761230
	Iteration 25Q: 3 clusters Score -1492056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1492057.750000 Penalty: 4679.761230
	Iteration 26Q: 3 clusters Score -1492058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1492063.750000 Penalty: 4679.761230
	Iteration 27Q: 3 clusters Score -1492064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1492062.750000 Penalty: 4679.761230
	Iteration 28Q: 3 clusters Score -1492063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1492065.625000 Penalty: 4679.761230
	Iteration 29Q: 3 clusters Score -1492066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1492067.875000 Penalty: 4679.761230
	Iteration 30Q: 3 clusters Score -1492068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1492069.125000 Penalty: 4679.761230
	Iteration 31Q: 3 clusters Score -1492069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1492070.500000 Penalty: 4679.761230
	Iteration 32Q: 3 clusters Score -1492070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1492069.750000 Penalty: 4679.761230
	Iteration 33Q: 3 clusters Score -1492070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1492070.625000 Penalty: 4679.761230
	Iteration 34Q: 3 clusters Score -1492071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1492073.000000 Penalty: 4679.761230
	Iteration 35Q: 3 clusters Score -1492073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1492073.375000 Penalty: 4679.761230
	Iteration 36Q: 3 clusters Score -1492073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1492075.500000 Penalty: 4679.761230
	Iteration 37Q: 3 clusters Score -1492076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1492077.000000 Penalty: 4679.761230
	Iteration 38Q: 3 clusters Score -1492077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1492083.500000 Penalty: 4679.761230
	Iteration 39Q: 3 clusters Score -1492084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1492086.750000 Penalty: 4679.761230
	Iteration 40F: 3 clusters Score -1492087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1492089.625000 Penalty: 4679.761230
	Iteration 41Q: 3 clusters Score -1492090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1492093.250000 Penalty: 4679.761230
	Iteration 42Q: 3 clusters Score -1492093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1492088.375000 Penalty: 4679.761230
	Iteration 43Q: 3 clusters Score -1492088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1492088.375000 Penalty: 4679.761230
	Iteration 44F: 3 clusters Score -1492088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -47177.542969 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -47177.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45748.148438 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -45748.15 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46432.117188 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -46432.12 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -46810.082031 Penalty: 3098.068848
	Iteration 2F: 3 clusters Score -46810.08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -47045.320312 Penalty: 3098.068848
	Iteration 3F: 3 clusters Score -47045.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -47250.343750 Penalty: 3098.068848
	Iteration 4F: 3 clusters Score -47250.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -47354.410156 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -47354.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -47453.566406 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -47453.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -47488.671875 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -47488.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -47495.941406 Penalty: 3098.068848
	Iteration 8Q: 3 clusters Score -47495.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -47504.191406 Penalty: 3098.068848
	Iteration 9Q: 3 clusters Score -47504.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -47522.433594 Penalty: 3098.068848
	Iteration 10Q: 3 clusters Score -47522.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -47531.847656 Penalty: 3098.068848
	Iteration 11Q: 3 clusters Score -47531.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -47537.355469 Penalty: 3098.068848
	Iteration 12Q: 3 clusters Score -47537.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -47537.667969 Penalty: 3098.068848
	Iteration 13F: 3 clusters Score -47537.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -47543.914062 Penalty: 3098.068848
	Iteration 14Q: 3 clusters Score -47543.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -47588.988281 Penalty: 3098.068848
	Iteration 15Q: 3 clusters Score -47588.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -47622.304688 Penalty: 3098.068848
	Iteration 16Q: 3 clusters Score -47622.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -47670.023438 Penalty: 3098.068848
	Iteration 17Q: 3 clusters Score -47670.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -47670.023438 Penalty: 3098.068848
	Iteration 18F: 3 clusters Score -47670.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 309030 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 59538 members 
Mstep: Class 7 contains 45425 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 39611 members 
Mstep: Class 11 contains 491 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183930 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 173405 members 
Mstep: Class 16 contains 12519 members 
Mstep: Class 17 contains 111 members 
Mstep: Class 18 contains 33352 members 
Mstep: Class 19 contains 9909 members 
Mstep: Class 23 contains 51506 members 
Mstep: Class 24 contains 5219 members 
Entering Unmasked Estep 
Score: -119302768.000000 Penalty: 71765.531250
Splitting cluster 17 changes total score from -119303736.000000 to -119302768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (33352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Entering Unmasked Estep 
Score: -4247675.000000 Penalty: 2582.888428
	Iteration 0F: 2 clusters Score -4247675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -4224830.500000 Penalty: 5165.776855
	Iteration 0F: 3 clusters Score -4224830 nChanged 15194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -4233058.000000 Penalty: 5165.776855
	Iteration 1F: 3 clusters Score -4233058 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -4233429.000000 Penalty: 5165.776855
	Iteration 2Q: 3 clusters Score -4233429 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -4233812.500000 Penalty: 5165.776855
	Iteration 3Q: 3 clusters Score -4233812 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -4234130.500000 Penalty: 5165.776855
	Iteration 4Q: 3 clusters Score -4234130 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -4234466.000000 Penalty: 5165.776855
	Iteration 5Q: 3 clusters Score -4234466 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -4234911.000000 Penalty: 5165.776855
	Iteration 6Q: 3 clusters Score -4234911 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -4235505.000000 Penalty: 5165.776855
	Iteration 7Q: 3 clusters Score -4235505 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -4236343.000000 Penalty: 5165.776855
	Iteration 8Q: 3 clusters Score -4236343 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -4237577.000000 Penalty: 5165.776855
	Iteration 9F: 3 clusters Score -4237577 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -4239249.500000 Penalty: 5165.776855
	Iteration 10F: 3 clusters Score -4239250 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -4241160.000000 Penalty: 5165.776855
	Iteration 11F: 3 clusters Score -4241160 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -4242778.500000 Penalty: 5165.776855
	Iteration 12F: 3 clusters Score -4242778 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -4243921.000000 Penalty: 5165.776855
	Iteration 13Q: 3 clusters Score -4243921 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -4244598.000000 Penalty: 5165.776855
	Iteration 14Q: 3 clusters Score -4244598 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -4244947.000000 Penalty: 5165.776855
	Iteration 15Q: 3 clusters Score -4244947 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -4245141.000000 Penalty: 5165.776855
	Iteration 16Q: 3 clusters Score -4245141 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -4245228.500000 Penalty: 5165.776855
	Iteration 17Q: 3 clusters Score -4245228 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -4245282.000000 Penalty: 5165.776855
	Iteration 18Q: 3 clusters Score -4245282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -4245317.500000 Penalty: 5165.776855
	Iteration 19Q: 3 clusters Score -4245318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -4245344.500000 Penalty: 5165.776855
	Iteration 20F: 3 clusters Score -4245344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -4245352.500000 Penalty: 5165.776855
	Iteration 21Q: 3 clusters Score -4245352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -4245369.000000 Penalty: 5165.776855
	Iteration 22Q: 3 clusters Score -4245369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -4245376.000000 Penalty: 5165.776855
	Iteration 23Q: 3 clusters Score -4245376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -4245401.500000 Penalty: 5165.776855
	Iteration 24Q: 3 clusters Score -4245402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -4245412.000000 Penalty: 5165.776855
	Iteration 25Q: 3 clusters Score -4245412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -4245419.500000 Penalty: 5165.776855
	Iteration 26Q: 3 clusters Score -4245420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -4245423.500000 Penalty: 5165.776855
	Iteration 27Q: 3 clusters Score -4245424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -4245431.500000 Penalty: 5165.776855
	Iteration 28Q: 3 clusters Score -4245432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -4245433.500000 Penalty: 5165.776855
	Iteration 29Q: 3 clusters Score -4245434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -4245440.500000 Penalty: 5165.776855
	Iteration 30Q: 3 clusters Score -4245440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -4245438.000000 Penalty: 5165.776855
	Iteration 31Q: 3 clusters Score -4245438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4245438.000000 Penalty: 5165.776855
	Iteration 32Q: 3 clusters Score -4245438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4245438.000000 Penalty: 5165.776855
	Iteration 33F: 3 clusters Score -4245438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Entering Unmasked Estep 
Score: -1255365.250000 Penalty: 2281.897217
	Iteration 0F: 2 clusters Score -1255365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1247709.750000 Penalty: 4563.794434
	Iteration 0F: 3 clusters Score -1247710 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1249862.625000 Penalty: 4563.794434
	Iteration 1F: 3 clusters Score -1249863 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1250137.750000 Penalty: 4563.794434
	Iteration 2F: 3 clusters Score -1250138 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1250346.250000 Penalty: 4563.794434
	Iteration 3Q: 3 clusters Score -1250346 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1250545.375000 Penalty: 4563.794434
	Iteration 4Q: 3 clusters Score -1250545 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1250761.375000 Penalty: 4563.794434
	Iteration 5Q: 3 clusters Score -1250761 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1251003.250000 Penalty: 4563.794434
	Iteration 6Q: 3 clusters Score -1251003 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1251274.125000 Penalty: 4563.794434
	Iteration 7Q: 3 clusters Score -1251274 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1251570.750000 Penalty: 4563.794434
	Iteration 8Q: 3 clusters Score -1251571 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1251916.750000 Penalty: 4563.794434
	Iteration 9Q: 3 clusters Score -1251917 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1252311.125000 Penalty: 4563.794434
	Iteration 10F: 3 clusters Score -1252311 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1252693.750000 Penalty: 4563.794434
	Iteration 11Q: 3 clusters Score -1252694 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1252983.750000 Penalty: 4563.794434
	Iteration 12Q: 3 clusters Score -1252984 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1253145.500000 Penalty: 4563.794434
	Iteration 13Q: 3 clusters Score -1253146 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1253227.625000 Penalty: 4563.794434
	Iteration 14Q: 3 clusters Score -1253228 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1253286.125000 Penalty: 4563.794434
	Iteration 15Q: 3 clusters Score -1253286 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1253335.875000 Penalty: 4563.794434
	Iteration 16Q: 3 clusters Score -1253336 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1253377.125000 Penalty: 4563.794434
	Iteration 17Q: 3 clusters Score -1253377 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1253400.000000 Penalty: 4563.794434
	Iteration 18Q: 3 clusters Score -1253400 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1253414.125000 Penalty: 4563.794434
	Iteration 19Q: 3 clusters Score -1253414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1253425.875000 Penalty: 4563.794434
	Iteration 20F: 3 clusters Score -1253426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1253429.000000 Penalty: 4563.794434
	Iteration 21Q: 3 clusters Score -1253429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1253437.250000 Penalty: 4563.794434
	Iteration 22Q: 3 clusters Score -1253437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1253437.375000 Penalty: 4563.794434
	Iteration 23Q: 3 clusters Score -1253437 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1253447.875000 Penalty: 4563.794434
	Iteration 24Q: 3 clusters Score -1253448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1253449.750000 Penalty: 4563.794434
	Iteration 25Q: 3 clusters Score -1253450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1253456.000000 Penalty: 4563.794434
	Iteration 26Q: 3 clusters Score -1253456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1253453.375000 Penalty: 4563.794434
	Iteration 27Q: 3 clusters Score -1253453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1253454.500000 Penalty: 4563.794434
	Iteration 28Q: 3 clusters Score -1253454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1253458.500000 Penalty: 4563.794434
	Iteration 29Q: 3 clusters Score -1253458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1253463.625000 Penalty: 4563.794434
	Iteration 30Q: 3 clusters Score -1253464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1253463.000000 Penalty: 4563.794434
	Iteration 31Q: 3 clusters Score -1253463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1253465.375000 Penalty: 4563.794434
	Iteration 32Q: 3 clusters Score -1253465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1253465.750000 Penalty: 4563.794434
	Iteration 33Q: 3 clusters Score -1253466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1253468.000000 Penalty: 4563.794434
	Iteration 34Q: 3 clusters Score -1253468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1253471.750000 Penalty: 4563.794434
	Iteration 35Q: 3 clusters Score -1253472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1253471.500000 Penalty: 4563.794434
	Iteration 36Q: 3 clusters Score -1253472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1253472.125000 Penalty: 4563.794434
	Iteration 37Q: 3 clusters Score -1253472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1253472.375000 Penalty: 4563.794434
	Iteration 38Q: 3 clusters Score -1253472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1253473.250000 Penalty: 4563.794434
	Iteration 39Q: 3 clusters Score -1253473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1253477.375000 Penalty: 4563.794434
	Iteration 40F: 3 clusters Score -1253477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1253477.000000 Penalty: 4563.794434
	Iteration 41Q: 3 clusters Score -1253477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1253473.625000 Penalty: 4563.794434
	Iteration 42Q: 3 clusters Score -1253474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1253476.125000 Penalty: 4563.794434
	Iteration 43Q: 3 clusters Score -1253476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1253475.250000 Penalty: 4563.794434
	Iteration 44Q: 3 clusters Score -1253475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1253475.250000 Penalty: 4563.794434
	Iteration 45F: 3 clusters Score -1253475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (51506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Entering Unmasked Estep 
Score: -6562823.000000 Penalty: 2690.664551
	Iteration 0F: 2 clusters Score -6562823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -6528122.000000 Penalty: 5381.329102
	Iteration 0F: 3 clusters Score -6528122 nChanged 23668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -6541433.500000 Penalty: 5381.329102
	Iteration 1F: 3 clusters Score -6541434 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -6541867.000000 Penalty: 5381.329102
	Iteration 2Q: 3 clusters Score -6541867 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -6542238.500000 Penalty: 5381.329102
	Iteration 3Q: 3 clusters Score -6542238 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -6542585.500000 Penalty: 5381.329102
	Iteration 4Q: 3 clusters Score -6542586 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -6542931.000000 Penalty: 5381.329102
	Iteration 5Q: 3 clusters Score -6542931 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -6543291.500000 Penalty: 5381.329102
	Iteration 6Q: 3 clusters Score -6543292 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -6543768.500000 Penalty: 5381.329102
	Iteration 7Q: 3 clusters Score -6543768 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -6544424.500000 Penalty: 5381.329102
	Iteration 8Q: 3 clusters Score -6544424 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -6545400.000000 Penalty: 5381.329102
	Iteration 9Q: 3 clusters Score -6545400 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -6546896.000000 Penalty: 5381.329102
	Iteration 10Q: 3 clusters Score -6546896 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -6548970.000000 Penalty: 5381.329102
	Iteration 11F: 3 clusters Score -6548970 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -6550849.000000 Penalty: 5381.329102
	Iteration 12F: 3 clusters Score -6550849 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -6552027.000000 Penalty: 5381.329102
	Iteration 13Q: 3 clusters Score -6552027 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -6552690.000000 Penalty: 5381.329102
	Iteration 14Q: 3 clusters Score -6552690 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -6553112.000000 Penalty: 5381.329102
	Iteration 15Q: 3 clusters Score -6553112 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -6553447.000000 Penalty: 5381.329102
	Iteration 16Q: 3 clusters Score -6553447 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -6553735.000000 Penalty: 5381.329102
	Iteration 17Q: 3 clusters Score -6553735 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -6554045.000000 Penalty: 5381.329102
	Iteration 18Q: 3 clusters Score -6554045 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -6554397.500000 Penalty: 5381.329102
	Iteration 19Q: 3 clusters Score -6554398 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -6554833.000000 Penalty: 5381.329102
	Iteration 20F: 3 clusters Score -6554833 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -6555338.500000 Penalty: 5381.329102
	Iteration 21Q: 3 clusters Score -6555338 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -6555893.000000 Penalty: 5381.329102
	Iteration 22Q: 3 clusters Score -6555893 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -6556488.000000 Penalty: 5381.329102
	Iteration 23Q: 3 clusters Score -6556488 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -6557167.000000 Penalty: 5381.329102
	Iteration 24Q: 3 clusters Score -6557167 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -6557868.000000 Penalty: 5381.329102
	Iteration 25Q: 3 clusters Score -6557868 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -6558606.000000 Penalty: 5381.329102
	Iteration 26Q: 3 clusters Score -6558606 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
Score: -6559340.500000 Penalty: 5381.329102
	Iteration 27Q: 3 clusters Score -6559340 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -6559916.500000 Penalty: 5381.329102
	Iteration 28Q: 3 clusters Score -6559916 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -6560446.000000 Penalty: 5381.329102
	Iteration 29Q: 3 clusters Score -6560446 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -6560790.500000 Penalty: 5381.329102
	Iteration 30Q: 3 clusters Score -6560790 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -6561008.000000 Penalty: 5381.329102
	Iteration 31Q: 3 clusters Score -6561008 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -6561094.500000 Penalty: 5381.329102
	Iteration 32Q: 3 clusters Score -6561094 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -6561138.000000 Penalty: 5381.329102
	Iteration 33Q: 3 clusters Score -6561138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -6561173.500000 Penalty: 5381.329102
	Iteration 34Q: 3 clusters Score -6561174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -6561189.500000 Penalty: 5381.329102
	Iteration 35Q: 3 clusters Score -6561190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -6561203.000000 Penalty: 5381.329102
	Iteration 36Q: 3 clusters Score -6561203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -6561196.500000 Penalty: 5381.329102
	Iteration 37Q: 3 clusters Score -6561196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -6561197.500000 Penalty: 5381.329102
	Iteration 38Q: 3 clusters Score -6561198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -6561205.500000 Penalty: 5381.329102
	Iteration 39Q: 3 clusters Score -6561206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -6561255.000000 Penalty: 5381.329102
	Iteration 40F: 3 clusters Score -6561255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -6561293.500000 Penalty: 5381.329102
	Iteration 41Q: 3 clusters Score -6561294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -6561295.500000 Penalty: 5381.329102
	Iteration 42Q: 3 clusters Score -6561296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -6561307.000000 Penalty: 5381.329102
	Iteration 43Q: 3 clusters Score -6561307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -6561307.000000 Penalty: 5381.329102
	Iteration 44Q: 3 clusters Score -6561307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -6561309.500000 Penalty: 5381.329102
	Iteration 45Q: 3 clusters Score -6561310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -6561309.500000 Penalty: 5381.329102
	Iteration 46Q: 3 clusters Score -6561310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -6561311.500000 Penalty: 5381.329102
	Iteration 47Q: 3 clusters Score -6561312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -6561311.000000 Penalty: 5381.329102
	Iteration 48Q: 3 clusters Score -6561311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -6561314.000000 Penalty: 5381.329102
	Iteration 49Q: 3 clusters Score -6561314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -6561321.500000 Penalty: 5381.329102
	Iteration 50Q: 3 clusters Score -6561322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -6561315.500000 Penalty: 5381.329102
	Iteration 51Q: 3 clusters Score -6561316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -6561316.000000 Penalty: 5381.329102
	Iteration 52Q: 3 clusters Score -6561316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -6561315.500000 Penalty: 5381.329102
	Iteration 53Q: 3 clusters Score -6561316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -6561317.500000 Penalty: 5381.329102
	Iteration 54Q: 3 clusters Score -6561318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -6561313.500000 Penalty: 5381.329102
	Iteration 55Q: 3 clusters Score -6561314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -6561316.500000 Penalty: 5381.329102
	Iteration 56Q: 3 clusters Score -6561316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -6561316.500000 Penalty: 5381.329102
	Iteration 57F: 3 clusters Score -6561316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Entering Unmasked Estep 
Score: -627849.250000 Penalty: 2122.895264
	Iteration 0F: 2 clusters Score -627849.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -623309.250000 Penalty: 4245.790527
	Iteration 0F: 3 clusters Score -623309.2 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -624653.125000 Penalty: 4245.790527
	Iteration 1F: 3 clusters Score -624653.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -625020.812500 Penalty: 4245.790527
	Iteration 2F: 3 clusters Score -625020.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -625282.687500 Penalty: 4245.790527
	Iteration 3F: 3 clusters Score -625282.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -625495.625000 Penalty: 4245.790527
	Iteration 4F: 3 clusters Score -625495.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -625697.250000 Penalty: 4245.790527
	Iteration 5F: 3 clusters Score -625697.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -625873.437500 Penalty: 4245.790527
	Iteration 6Q: 3 clusters Score -625873.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -625989.312500 Penalty: 4245.790527
	Iteration 7Q: 3 clusters Score -625989.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -626076.750000 Penalty: 4245.790527
	Iteration 8Q: 3 clusters Score -626076.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -626145.625000 Penalty: 4245.790527
	Iteration 9Q: 3 clusters Score -626145.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -626219.812500 Penalty: 4245.790527
	Iteration 10Q: 3 clusters Score -626219.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -626275.000000 Penalty: 4245.790527
	Iteration 11Q: 3 clusters Score -626275 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -626317.187500 Penalty: 4245.790527
	Iteration 12Q: 3 clusters Score -626317.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -626351.750000 Penalty: 4245.790527
	Iteration 13Q: 3 clusters Score -626351.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -626378.812500 Penalty: 4245.790527
	Iteration 14Q: 3 clusters Score -626378.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -626402.125000 Penalty: 4245.790527
	Iteration 15Q: 3 clusters Score -626402.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -626420.937500 Penalty: 4245.790527
	Iteration 16Q: 3 clusters Score -626420.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -626435.187500 Penalty: 4245.790527
	Iteration 17Q: 3 clusters Score -626435.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -626445.312500 Penalty: 4245.790527
	Iteration 18Q: 3 clusters Score -626445.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -626451.937500 Penalty: 4245.790527
	Iteration 19Q: 3 clusters Score -626451.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -626459.625000 Penalty: 4245.790527
	Iteration 20F: 3 clusters Score -626459.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -626462.875000 Penalty: 4245.790527
	Iteration 21Q: 3 clusters Score -626462.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -626469.750000 Penalty: 4245.790527
	Iteration 22Q: 3 clusters Score -626469.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -626477.625000 Penalty: 4245.790527
	Iteration 23Q: 3 clusters Score -626477.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -626491.062500 Penalty: 4245.790527
	Iteration 24Q: 3 clusters Score -626491.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -626503.250000 Penalty: 4245.790527
	Iteration 25Q: 3 clusters Score -626503.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -626514.000000 Penalty: 4245.790527
	Iteration 26Q: 3 clusters Score -626514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -626520.750000 Penalty: 4245.790527
	Iteration 27Q: 3 clusters Score -626520.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -626526.812500 Penalty: 4245.790527
	Iteration 28Q: 3 clusters Score -626526.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -626533.625000 Penalty: 4245.790527
	Iteration 29Q: 3 clusters Score -626533.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -626540.000000 Penalty: 4245.790527
	Iteration 30Q: 3 clusters Score -626540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -626542.437500 Penalty: 4245.790527
	Iteration 31Q: 3 clusters Score -626542.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -626547.000000 Penalty: 4245.790527
	Iteration 32Q: 3 clusters Score -626547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -626548.000000 Penalty: 4245.790527
	Iteration 33Q: 3 clusters Score -626548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -626552.937500 Penalty: 4245.790527
	Iteration 34Q: 3 clusters Score -626552.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -626561.375000 Penalty: 4245.790527
	Iteration 35Q: 3 clusters Score -626561.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -626568.687500 Penalty: 4245.790527
	Iteration 36Q: 3 clusters Score -626568.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -626575.187500 Penalty: 4245.790527
	Iteration 37Q: 3 clusters Score -626575.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -626581.875000 Penalty: 4245.790527
	Iteration 38Q: 3 clusters Score -626581.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -626587.750000 Penalty: 4245.790527
	Iteration 39Q: 3 clusters Score -626587.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -626591.687500 Penalty: 4245.790527
	Iteration 40F: 3 clusters Score -626591.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -626596.937500 Penalty: 4245.790527
	Iteration 41Q: 3 clusters Score -626596.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -626599.062500 Penalty: 4245.790527
	Iteration 42Q: 3 clusters Score -626599.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -626602.250000 Penalty: 4245.790527
	Iteration 43Q: 3 clusters Score -626602.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -626603.937500 Penalty: 4245.790527
	Iteration 44Q: 3 clusters Score -626603.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -626606.250000 Penalty: 4245.790527
	Iteration 45Q: 3 clusters Score -626606.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -626609.250000 Penalty: 4245.790527
	Iteration 46Q: 3 clusters Score -626609.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -626611.875000 Penalty: 4245.790527
	Iteration 47Q: 3 clusters Score -626611.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -626616.625000 Penalty: 4245.790527
	Iteration 48Q: 3 clusters Score -626616.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -626621.000000 Penalty: 4245.790527
	Iteration 49Q: 3 clusters Score -626621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -626621.375000 Penalty: 4245.790527
	Iteration 50Q: 3 clusters Score -626621.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -626625.000000 Penalty: 4245.790527
	Iteration 51Q: 3 clusters Score -626625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -626626.250000 Penalty: 4245.790527
	Iteration 52Q: 3 clusters Score -626626.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -626627.562500 Penalty: 4245.790527
	Iteration 53Q: 3 clusters Score -626627.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -626629.937500 Penalty: 4245.790527
	Iteration 54Q: 3 clusters Score -626629.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -626633.062500 Penalty: 4245.790527
	Iteration 55Q: 3 clusters Score -626633.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -626634.000000 Penalty: 4245.790527
	Iteration 56Q: 3 clusters Score -626634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -626634.312500 Penalty: 4245.790527
	Iteration 57Q: 3 clusters Score -626634.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -626635.937500 Penalty: 4245.790527
	Iteration 58Q: 3 clusters Score -626635.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -626636.750000 Penalty: 4245.790527
	Iteration 59Q: 3 clusters Score -626636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -626637.062500 Penalty: 4245.790527
	Iteration 60F: 3 clusters Score -626637.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -626639.125000 Penalty: 4245.790527
	Iteration 61Q: 3 clusters Score -626639.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -626643.250000 Penalty: 4245.790527
	Iteration 62Q: 3 clusters Score -626643.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -626646.875000 Penalty: 4245.790527
	Iteration 63Q: 3 clusters Score -626646.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -626652.687500 Penalty: 4245.790527
	Iteration 64Q: 3 clusters Score -626652.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -626655.000000 Penalty: 4245.790527
	Iteration 65Q: 3 clusters Score -626655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -626658.000000 Penalty: 4245.790527
	Iteration 66Q: 3 clusters Score -626658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -626658.250000 Penalty: 4245.790527
	Iteration 67Q: 3 clusters Score -626658.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -626658.250000 Penalty: 4245.790527
	Iteration 68F: 3 clusters Score -626658.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 309030 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 59538 members 
Mstep: Class 7 contains 45425 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 39611 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183930 members 
Mstep: Class 15 contains 173405 members 
Mstep: Class 16 contains 12519 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 33352 members 
Mstep: Class 19 contains 9909 members 
Mstep: Class 23 contains 51506 members 
Mstep: Class 24 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304144.000000 Penalty: 68348.125000
Iteration 79Q: 21 clusters Score -1.193041e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 309030 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 59565 members 
Mstep: Class 7 contains 45425 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 39638 members 
Mstep: Class 11 contains 486 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183918 members 
Mstep: Class 15 contains 173307 members 
Mstep: Class 16 contains 12519 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 33363 members 
Mstep: Class 19 contains 9941 members 
Mstep: Class 23 contains 51506 members 
Mstep: Class 24 contains 5234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304336.000000 Penalty: 68348.125000
Iteration 80F: 21 clusters Score -1.193043e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 309022 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 580 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 59585 members 
Mstep: Class 7 contains 45423 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 39648 members 
Mstep: Class 11 contains 481 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183885 members 
Mstep: Class 15 contains 173243 members 
Mstep: Class 16 contains 12516 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 33378 members 
Mstep: Class 19 contains 9974 members 
Mstep: Class 23 contains 51513 members 
Mstep: Class 24 contains 5251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304200.000000 Penalty: 68348.125000
Iteration 81Q: 21 clusters Score -1.193042e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 309014 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 468 members 
Mstep: Class 6 contains 59607 members 
Mstep: Class 7 contains 45422 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 39660 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 183871 members 
Mstep: Class 15 contains 173162 members 
Mstep: Class 16 contains 12513 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 33384 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 23 contains 51515 members 
Mstep: Class 24 contains 5267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304400.000000 Penalty: 68348.125000
Iteration 82Q: 21 clusters Score -1.193044e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 309033 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 472 members 
Mstep: Class 6 contains 59634 members 
Mstep: Class 7 contains 45426 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 39665 members 
Mstep: Class 11 contains 470 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 183859 members 
Mstep: Class 15 contains 173058 members 
Mstep: Class 16 contains 12510 members 
Mstep: Class 17 contains 511 members 
Mstep: Class 18 contains 33381 members 
Mstep: Class 19 contains 10066 members 
Mstep: Class 23 contains 51516 members 
Mstep: Class 24 contains 5285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304504.000000 Penalty: 68348.125000
Iteration 83Q: 21 clusters Score -1.193045e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 309031 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 475 members 
Mstep: Class 6 contains 59669 members 
Mstep: Class 7 contains 45433 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 39680 members 
Mstep: Class 11 contains 470 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 183834 members 
Mstep: Class 15 contains 172971 members 
Mstep: Class 16 contains 12510 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 33379 members 
Mstep: Class 19 contains 10119 members 
Mstep: Class 23 contains 51519 members 
Mstep: Class 24 contains 5295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304568.000000 Penalty: 68348.125000
Iteration 84Q: 21 clusters Score -1.193046e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 309079 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 59686 members 
Mstep: Class 7 contains 45434 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 39689 members 
Mstep: Class 11 contains 469 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 183808 members 
Mstep: Class 15 contains 172879 members 
Mstep: Class 16 contains 12506 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 33378 members 
Mstep: Class 19 contains 10162 members 
Mstep: Class 23 contains 51515 members 
Mstep: Class 24 contains 5307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304712.000000 Penalty: 68348.125000
Iteration 85Q: 21 clusters Score -1.193047e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 309095 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 481 members 
Mstep: Class 6 contains 59708 members 
Mstep: Class 7 contains 45434 members 
Mstep: Class 8 contains 892 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 39700 members 
Mstep: Class 11 contains 469 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 183771 members 
Mstep: Class 15 contains 172798 members 
Mstep: Class 16 contains 12504 members 
Mstep: Class 17 contains 503 members 
Mstep: Class 18 contains 33386 members 
Mstep: Class 19 contains 10217 members 
Mstep: Class 23 contains 51515 members 
Mstep: Class 24 contains 5317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304936.000000 Penalty: 68348.125000
Iteration 86Q: 21 clusters Score -1.193049e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 309094 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 484 members 
Mstep: Class 6 contains 59733 members 
Mstep: Class 7 contains 45432 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2691 members 
Mstep: Class 10 contains 39710 members 
Mstep: Class 11 contains 470 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 183734 members 
Mstep: Class 15 contains 172729 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 33393 members 
Mstep: Class 19 contains 10267 members 
Mstep: Class 23 contains 51518 members 
Mstep: Class 24 contains 5327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304896.000000 Penalty: 68348.125000
Iteration 87Q: 21 clusters Score -1.193049e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 309069 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 59754 members 
Mstep: Class 7 contains 45441 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 39722 members 
Mstep: Class 11 contains 470 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183694 members 
Mstep: Class 15 contains 172685 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 33399 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 23 contains 51518 members 
Mstep: Class 24 contains 5338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305096.000000 Penalty: 68348.125000
Iteration 88Q: 21 clusters Score -1.193051e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 309024 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 59778 members 
Mstep: Class 7 contains 45440 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 39735 members 
Mstep: Class 11 contains 471 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183659 members 
Mstep: Class 15 contains 172676 members 
Mstep: Class 16 contains 12501 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 33400 members 
Mstep: Class 19 contains 10368 members 
Mstep: Class 23 contains 51519 members 
Mstep: Class 24 contains 5345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304896.000000 Penalty: 68348.125000
Iteration 89Q: 21 clusters Score -1.193049e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 308969 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 59793 members 
Mstep: Class 7 contains 45435 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 39749 members 
Mstep: Class 11 contains 471 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183627 members 
Mstep: Class 15 contains 172688 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 33401 members 
Mstep: Class 19 contains 10414 members 
Mstep: Class 23 contains 51521 members 
Mstep: Class 24 contains 5351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304832.000000 Penalty: 68348.125000
Iteration 90Q: 21 clusters Score -1.193048e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 308938 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 59815 members 
Mstep: Class 7 contains 45434 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 39760 members 
Mstep: Class 11 contains 471 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183573 members 
Mstep: Class 15 contains 172687 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 33399 members 
Mstep: Class 19 contains 10466 members 
Mstep: Class 23 contains 51523 members 
Mstep: Class 24 contains 5355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304824.000000 Penalty: 68348.125000
Iteration 91Q: 21 clusters Score -1.193048e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 308889 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 59826 members 
Mstep: Class 7 contains 45430 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 39777 members 
Mstep: Class 11 contains 471 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183526 members 
Mstep: Class 15 contains 172699 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 33396 members 
Mstep: Class 19 contains 10521 members 
Mstep: Class 23 contains 51523 members 
Mstep: Class 24 contains 5362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304640.000000 Penalty: 68348.125000
Iteration 92Q: 21 clusters Score -1.193046e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 308850 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 59836 members 
Mstep: Class 7 contains 45433 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 39791 members 
Mstep: Class 11 contains 471 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183478 members 
Mstep: Class 15 contains 172700 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 33404 members 
Mstep: Class 19 contains 10558 members 
Mstep: Class 23 contains 51531 members 
Mstep: Class 24 contains 5370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304784.000000 Penalty: 68348.125000
Iteration 93Q: 21 clusters Score -1.193048e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 308839 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 59838 members 
Mstep: Class 7 contains 45438 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 39805 members 
Mstep: Class 11 contains 471 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183440 members 
Mstep: Class 15 contains 172675 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 33414 members 
Mstep: Class 19 contains 10596 members 
Mstep: Class 23 contains 51525 members 
Mstep: Class 24 contains 5382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304664.000000 Penalty: 68348.125000
Iteration 94Q: 21 clusters Score -1.193047e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 308812 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 59837 members 
Mstep: Class 7 contains 45442 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 39818 members 
Mstep: Class 11 contains 471 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183415 members 
Mstep: Class 15 contains 172643 members 
Mstep: Class 16 contains 12503 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 33428 members 
Mstep: Class 19 contains 10636 members 
Mstep: Class 23 contains 51529 members 
Mstep: Class 24 contains 5390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304760.000000 Penalty: 68348.125000
Iteration 95Q: 21 clusters Score -1.193048e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 308786 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 59847 members 
Mstep: Class 7 contains 45444 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 39829 members 
Mstep: Class 11 contains 471 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183376 members 
Mstep: Class 15 contains 172629 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 33441 members 
Mstep: Class 19 contains 10683 members 
Mstep: Class 23 contains 51529 members 
Mstep: Class 24 contains 5394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304848.000000 Penalty: 68348.125000
Iteration 96Q: 21 clusters Score -1.193048e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 308775 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 59855 members 
Mstep: Class 7 contains 45441 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 39842 members 
Mstep: Class 11 contains 471 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183349 members 
Mstep: Class 15 contains 172594 members 
Mstep: Class 16 contains 12500 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 33453 members 
Mstep: Class 19 contains 10730 members 
Mstep: Class 23 contains 51528 members 
Mstep: Class 24 contains 5399 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 21 clusters Score -1.193048e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 308746 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 59861 members 
Mstep: Class 7 contains 45435 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 39857 members 
Mstep: Class 11 contains 471 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183338 members 
Mstep: Class 15 contains 172554 members 
Mstep: Class 16 contains 12500 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 33455 members 
Mstep: Class 19 contains 10782 members 
Mstep: Class 23 contains 51529 members 
Mstep: Class 24 contains 5410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304808.000000 Penalty: 68348.125000
Iteration 98Q: 21 clusters Score -1.193048e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 308733 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 59862 members 
Mstep: Class 7 contains 45436 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 39870 members 
Mstep: Class 11 contains 471 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183321 members 
Mstep: Class 15 contains 172509 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 33453 members 
Mstep: Class 19 contains 10839 members 
Mstep: Class 23 contains 51525 members 
Mstep: Class 24 contains 5422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304864.000000 Penalty: 68348.125000
Iteration 99Q: 21 clusters Score -1.193049e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 308730 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 59863 members 
Mstep: Class 7 contains 45433 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 39881 members 
Mstep: Class 11 contains 471 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183301 members 
Mstep: Class 15 contains 172460 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 33455 members 
Mstep: Class 19 contains 10902 members 
Mstep: Class 23 contains 51519 members 
Mstep: Class 24 contains 5431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304848.000000 Penalty: 68348.125000
Iteration 100F: 21 clusters Score -1.193048e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 308696 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 494 members 
Mstep: Class 6 contains 59865 members 
Mstep: Class 7 contains 45427 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 39906 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183289 members 
Mstep: Class 15 contains 172424 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 484 members 
Mstep: Class 18 contains 33457 members 
Mstep: Class 19 contains 10964 members 
Mstep: Class 23 contains 51512 members 
Mstep: Class 24 contains 5440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304944.000000 Penalty: 68348.125000
Iteration 101Q: 21 clusters Score -1.193049e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 308663 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59865 members 
Mstep: Class 7 contains 45426 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 39924 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183260 members 
Mstep: Class 15 contains 172395 members 
Mstep: Class 16 contains 12500 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33459 members 
Mstep: Class 19 contains 11029 members 
Mstep: Class 23 contains 51510 members 
Mstep: Class 24 contains 5446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305072.000000 Penalty: 68348.125000
Iteration 102Q: 21 clusters Score -1.193051e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 308618 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59866 members 
Mstep: Class 7 contains 45429 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 39943 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183217 members 
Mstep: Class 15 contains 172382 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33467 members 
Mstep: Class 19 contains 11079 members 
Mstep: Class 23 contains 51517 members 
Mstep: Class 24 contains 5454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305040.000000 Penalty: 68348.125000
Iteration 103Q: 21 clusters Score -1.19305e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 308577 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59870 members 
Mstep: Class 7 contains 45431 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 39962 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183184 members 
Mstep: Class 15 contains 172356 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33478 members 
Mstep: Class 19 contains 11132 members 
Mstep: Class 23 contains 51517 members 
Mstep: Class 24 contains 5463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304832.000000 Penalty: 68348.125000
Iteration 104Q: 21 clusters Score -1.193048e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 308534 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59877 members 
Mstep: Class 7 contains 45426 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 39973 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183181 members 
Mstep: Class 15 contains 172333 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33487 members 
Mstep: Class 19 contains 11167 members 
Mstep: Class 23 contains 51526 members 
Mstep: Class 24 contains 5470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304976.000000 Penalty: 68348.125000
Iteration 105Q: 21 clusters Score -1.19305e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 308472 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59881 members 
Mstep: Class 7 contains 45428 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 39986 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183179 members 
Mstep: Class 15 contains 172331 members 
Mstep: Class 16 contains 12503 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33492 members 
Mstep: Class 19 contains 11197 members 
Mstep: Class 23 contains 51533 members 
Mstep: Class 24 contains 5476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119304984.000000 Penalty: 68348.125000
Iteration 106Q: 21 clusters Score -1.19305e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 308411 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59885 members 
Mstep: Class 7 contains 45435 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 39998 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183193 members 
Mstep: Class 15 contains 172317 members 
Mstep: Class 16 contains 12504 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33496 members 
Mstep: Class 19 contains 11212 members 
Mstep: Class 23 contains 51538 members 
Mstep: Class 24 contains 5484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305208.000000 Penalty: 68348.125000
Iteration 107Q: 21 clusters Score -1.193052e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 308373 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59885 members 
Mstep: Class 7 contains 45435 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40009 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183192 members 
Mstep: Class 15 contains 172298 members 
Mstep: Class 16 contains 12505 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33500 members 
Mstep: Class 19 contains 11233 members 
Mstep: Class 23 contains 51544 members 
Mstep: Class 24 contains 5494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305288.000000 Penalty: 68348.125000
Iteration 108Q: 21 clusters Score -1.193053e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 308359 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59882 members 
Mstep: Class 7 contains 45430 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40018 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183180 members 
Mstep: Class 15 contains 172279 members 
Mstep: Class 16 contains 12506 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33502 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 23 contains 51551 members 
Mstep: Class 24 contains 5496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305328.000000 Penalty: 68348.125000
Iteration 109Q: 21 clusters Score -1.193053e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 308358 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59884 members 
Mstep: Class 7 contains 45425 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40026 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183156 members 
Mstep: Class 15 contains 172266 members 
Mstep: Class 16 contains 12507 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33506 members 
Mstep: Class 19 contains 11278 members 
Mstep: Class 23 contains 51555 members 
Mstep: Class 24 contains 5498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305344.000000 Penalty: 68348.125000
Iteration 110Q: 21 clusters Score -1.193053e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 308341 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59888 members 
Mstep: Class 7 contains 45426 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40035 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183138 members 
Mstep: Class 15 contains 172250 members 
Mstep: Class 16 contains 12506 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33507 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 23 contains 51568 members 
Mstep: Class 24 contains 5500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305384.000000 Penalty: 68348.125000
Iteration 111Q: 21 clusters Score -1.193054e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 308321 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59889 members 
Mstep: Class 7 contains 45428 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40040 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183131 members 
Mstep: Class 15 contains 172233 members 
Mstep: Class 16 contains 12506 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33507 members 
Mstep: Class 19 contains 11319 members 
Mstep: Class 23 contains 51575 members 
Mstep: Class 24 contains 5502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305424.000000 Penalty: 68348.125000
Iteration 112Q: 21 clusters Score -1.193054e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 308311 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59893 members 
Mstep: Class 7 contains 45431 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40051 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183117 members 
Mstep: Class 15 contains 172216 members 
Mstep: Class 16 contains 12506 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33507 members 
Mstep: Class 19 contains 11331 members 
Mstep: Class 23 contains 51577 members 
Mstep: Class 24 contains 5506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305360.000000 Penalty: 68348.125000
Iteration 113Q: 21 clusters Score -1.193054e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 308296 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59898 members 
Mstep: Class 7 contains 45435 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40058 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183101 members 
Mstep: Class 15 contains 172207 members 
Mstep: Class 16 contains 12506 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33512 members 
Mstep: Class 19 contains 11342 members 
Mstep: Class 23 contains 51577 members 
Mstep: Class 24 contains 5510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305448.000000 Penalty: 68348.125000
Iteration 114Q: 21 clusters Score -1.193054e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 308288 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59900 members 
Mstep: Class 7 contains 45439 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40065 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183081 members 
Mstep: Class 15 contains 172191 members 
Mstep: Class 16 contains 12507 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33518 members 
Mstep: Class 19 contains 11352 members 
Mstep: Class 23 contains 51577 members 
Mstep: Class 24 contains 5517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305400.000000 Penalty: 68348.125000
Iteration 115Q: 21 clusters Score -1.193054e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 308283 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59903 members 
Mstep: Class 7 contains 45443 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40070 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183061 members 
Mstep: Class 15 contains 172178 members 
Mstep: Class 16 contains 12506 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33519 members 
Mstep: Class 19 contains 11365 members 
Mstep: Class 23 contains 51578 members 
Mstep: Class 24 contains 5524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305320.000000 Penalty: 68348.125000
Iteration 116Q: 21 clusters Score -1.193053e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 308302 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59897 members 
Mstep: Class 7 contains 45443 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40079 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183035 members 
Mstep: Class 15 contains 172164 members 
Mstep: Class 16 contains 12506 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33518 members 
Mstep: Class 19 contains 11369 members 
Mstep: Class 23 contains 51579 members 
Mstep: Class 24 contains 5536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305496.000000 Penalty: 68348.125000
Iteration 117Q: 21 clusters Score -1.193055e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 308306 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59894 members 
Mstep: Class 7 contains 45442 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40087 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183020 members 
Mstep: Class 15 contains 172145 members 
Mstep: Class 16 contains 12505 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33520 members 
Mstep: Class 19 contains 11379 members 
Mstep: Class 23 contains 51581 members 
Mstep: Class 24 contains 5545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305576.000000 Penalty: 68348.125000
Iteration 118Q: 21 clusters Score -1.193056e+08 nChanged 140
Entering ConstructFrom: 
Score: -119305576.000000 Penalty: 68348.125000
Entering ConstructFrom: 
Trying to split cluster 1 (32932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Entering Unmasked Estep 
Score: -4197452.000000 Penalty: 2579.745605
	Iteration 0F: 2 clusters Score -4197452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -4175029.750000 Penalty: 5159.491211
	Iteration 0F: 3 clusters Score -4175030 nChanged 14903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -4183267.500000 Penalty: 5159.491211
	Iteration 1F: 3 clusters Score -4183268 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -4184079.250000 Penalty: 5159.491211
	Iteration 2F: 3 clusters Score -4184079 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -4185092.500000 Penalty: 5159.491211
	Iteration 3F: 3 clusters Score -4185092 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -4186551.500000 Penalty: 5159.491211
	Iteration 4F: 3 clusters Score -4186552 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -4188561.250000 Penalty: 5159.491211
	Iteration 5F: 3 clusters Score -4188561 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -4190867.250000 Penalty: 5159.491211
	Iteration 6F: 3 clusters Score -4190867 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -4192912.750000 Penalty: 5159.491211
	Iteration 7F: 3 clusters Score -4192913 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -4194126.500000 Penalty: 5159.491211
	Iteration 8Q: 3 clusters Score -4194126 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -4194659.000000 Penalty: 5159.491211
	Iteration 9Q: 3 clusters Score -4194659 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -4194891.000000 Penalty: 5159.491211
	Iteration 10Q: 3 clusters Score -4194891 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -4195026.000000 Penalty: 5159.491211
	Iteration 11Q: 3 clusters Score -4195026 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -4195100.500000 Penalty: 5159.491211
	Iteration 12Q: 3 clusters Score -4195100 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -4195168.000000 Penalty: 5159.491211
	Iteration 13Q: 3 clusters Score -4195168 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -4195201.000000 Penalty: 5159.491211
	Iteration 14Q: 3 clusters Score -4195201 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -4195231.500000 Penalty: 5159.491211
	Iteration 15Q: 3 clusters Score -4195232 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -4195260.500000 Penalty: 5159.491211
	Iteration 16Q: 3 clusters Score -4195260 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -4195278.500000 Penalty: 5159.491211
	Iteration 17Q: 3 clusters Score -4195278 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -4195298.500000 Penalty: 5159.491211
	Iteration 18Q: 3 clusters Score -4195298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -4195317.000000 Penalty: 5159.491211
	Iteration 19Q: 3 clusters Score -4195317 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -4195321.000000 Penalty: 5159.491211
	Iteration 20F: 3 clusters Score -4195321 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -4195342.500000 Penalty: 5159.491211
	Iteration 21Q: 3 clusters Score -4195342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -4195345.000000 Penalty: 5159.491211
	Iteration 22Q: 3 clusters Score -4195345 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -4195351.000000 Penalty: 5159.491211
	Iteration 23Q: 3 clusters Score -4195351 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -4195355.500000 Penalty: 5159.491211
	Iteration 24Q: 3 clusters Score -4195356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -4195356.000000 Penalty: 5159.491211
	Iteration 25Q: 3 clusters Score -4195356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -4195358.500000 Penalty: 5159.491211
	Iteration 26Q: 3 clusters Score -4195358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -4195366.500000 Penalty: 5159.491211
	Iteration 27Q: 3 clusters Score -4195366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -4195358.000000 Penalty: 5159.491211
	Iteration 28Q: 3 clusters Score -4195358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -4195378.000000 Penalty: 5159.491211
	Iteration 29Q: 3 clusters Score -4195378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -4195377.500000 Penalty: 5159.491211
	Iteration 30Q: 3 clusters Score -4195378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -4195382.000000 Penalty: 5159.491211
	Iteration 31Q: 3 clusters Score -4195382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -4195387.500000 Penalty: 5159.491211
	Iteration 32Q: 3 clusters Score -4195388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -4195389.500000 Penalty: 5159.491211
	Iteration 33Q: 3 clusters Score -4195390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -4195395.500000 Penalty: 5159.491211
	Iteration 34Q: 3 clusters Score -4195396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -4195401.000000 Penalty: 5159.491211
	Iteration 35Q: 3 clusters Score -4195401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -4195396.000000 Penalty: 5159.491211
	Iteration 36Q: 3 clusters Score -4195396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -4195388.500000 Penalty: 5159.491211
	Iteration 37Q: 3 clusters Score -4195388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -4195395.500000 Penalty: 5159.491211
	Iteration 38Q: 3 clusters Score -4195396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -4195402.000000 Penalty: 5159.491211
	Iteration 39Q: 3 clusters Score -4195402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -4195414.000000 Penalty: 5159.491211
	Iteration 40F: 3 clusters Score -4195414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -4195413.000000 Penalty: 5159.491211
	Iteration 41Q: 3 clusters Score -4195413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -4195420.000000 Penalty: 5159.491211
	Iteration 42Q: 3 clusters Score -4195420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -4195435.000000 Penalty: 5159.491211
	Iteration 43Q: 3 clusters Score -4195435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -4195429.000000 Penalty: 5159.491211
	Iteration 44Q: 3 clusters Score -4195429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -4195435.500000 Penalty: 5159.491211
	Iteration 45Q: 3 clusters Score -4195436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -4195436.000000 Penalty: 5159.491211
	Iteration 46Q: 3 clusters Score -4195436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -4195441.500000 Penalty: 5159.491211
	Iteration 47Q: 3 clusters Score -4195442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -4195441.000000 Penalty: 5159.491211
	Iteration 48Q: 3 clusters Score -4195441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -4195446.500000 Penalty: 5159.491211
	Iteration 49Q: 3 clusters Score -4195446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -4195446.500000 Penalty: 5159.491211
	Iteration 50Q: 3 clusters Score -4195446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -4195450.500000 Penalty: 5159.491211
	Iteration 51Q: 3 clusters Score -4195450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -4195450.500000 Penalty: 5159.491211
	Iteration 52Q: 3 clusters Score -4195450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -4195447.000000 Penalty: 5159.491211
	Iteration 53Q: 3 clusters Score -4195447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -4195451.000000 Penalty: 5159.491211
	Iteration 54Q: 3 clusters Score -4195451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -4195452.000000 Penalty: 5159.491211
	Iteration 55Q: 3 clusters Score -4195452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -4195459.500000 Penalty: 5159.491211
	Iteration 56Q: 3 clusters Score -4195460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -4195458.500000 Penalty: 5159.491211
	Iteration 57Q: 3 clusters Score -4195458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -4195465.500000 Penalty: 5159.491211
	Iteration 58Q: 3 clusters Score -4195466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -4195464.500000 Penalty: 5159.491211
	Iteration 59Q: 3 clusters Score -4195464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -4195475.500000 Penalty: 5159.491211
	Iteration 60F: 3 clusters Score -4195476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -4195471.000000 Penalty: 5159.491211
	Iteration 61Q: 3 clusters Score -4195471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -4195476.000000 Penalty: 5159.491211
	Iteration 62Q: 3 clusters Score -4195476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -4195479.500000 Penalty: 5159.491211
	Iteration 63Q: 3 clusters Score -4195480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -4195488.500000 Penalty: 5159.491211
	Iteration 64Q: 3 clusters Score -4195488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -4195493.000000 Penalty: 5159.491211
	Iteration 65Q: 3 clusters Score -4195493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -4195495.500000 Penalty: 5159.491211
	Iteration 66Q: 3 clusters Score -4195496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -4195499.000000 Penalty: 5159.491211
	Iteration 67Q: 3 clusters Score -4195499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -4195499.000000 Penalty: 5159.491211
	Iteration 68Q: 3 clusters Score -4195499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -4195500.500000 Penalty: 5159.491211
	Iteration 69Q: 3 clusters Score -4195500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -4195502.500000 Penalty: 5159.491211
	Iteration 70Q: 3 clusters Score -4195502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4195504.500000 Penalty: 5159.491211
	Iteration 71Q: 3 clusters Score -4195504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -4195499.500000 Penalty: 5159.491211
	Iteration 72Q: 3 clusters Score -4195500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -4195500.500000 Penalty: 5159.491211
	Iteration 73Q: 3 clusters Score -4195500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -4195498.500000 Penalty: 5159.491211
	Iteration 74Q: 3 clusters Score -4195498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -4195498.500000 Penalty: 5159.491211
	Iteration 75F: 3 clusters Score -4195498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (308295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308295 members 
Entering Unmasked Estep 
Score: -38622220.000000 Penalty: 3134.425293
	Iteration 0F: 2 clusters Score -3.862222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153753 members 
Mstep: Class 2 contains 154542 members 
Entering Unmasked Estep 
Score: -38433416.000000 Penalty: 6268.850586
	Iteration 0F: 3 clusters Score -3.843342e+07 nChanged 149359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144574 members 
Mstep: Class 2 contains 163721 members 
Entering Unmasked Estep 
Score: -38522552.000000 Penalty: 6268.850586
	Iteration 1F: 3 clusters Score -3.852255e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139306 members 
Mstep: Class 2 contains 168989 members 
Entering Unmasked Estep 
Score: -38524944.000000 Penalty: 6268.850586
	Iteration 2Q: 3 clusters Score -3.852494e+07 nChanged 11458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131138 members 
Mstep: Class 2 contains 177157 members 
Entering Unmasked Estep 
Score: -38528776.000000 Penalty: 6268.850586
	Iteration 3Q: 3 clusters Score -3.852878e+07 nChanged 14526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119456 members 
Mstep: Class 2 contains 188839 members 
Entering Unmasked Estep 
Score: -38535480.000000 Penalty: 6268.850586
	Iteration 4Q: 3 clusters Score -3.853548e+07 nChanged 18395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103779 members 
Mstep: Class 2 contains 204516 members 
Entering Unmasked Estep 
Score: -38546260.000000 Penalty: 6268.850586
	Iteration 5F: 3 clusters Score -3.854626e+07 nChanged 20809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86016 members 
Mstep: Class 2 contains 222279 members 
Entering Unmasked Estep 
Score: -38560792.000000 Penalty: 6268.850586
	Iteration 6F: 3 clusters Score -3.856079e+07 nChanged 19676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70736 members 
Mstep: Class 2 contains 237559 members 
Entering Unmasked Estep 
Score: -38576528.000000 Penalty: 6268.850586
	Iteration 7F: 3 clusters Score -3.857653e+07 nChanged 16141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 247256 members 
Entering Unmasked Estep 
Score: -38588176.000000 Penalty: 6268.850586
	Iteration 8F: 3 clusters Score -3.858818e+07 nChanged 11832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 252596 members 
Entering Unmasked Estep 
Score: -38593764.000000 Penalty: 6268.850586
	Iteration 9Q: 3 clusters Score -3.859376e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 256284 members 
Entering Unmasked Estep 
Score: -38596508.000000 Penalty: 6268.850586
	Iteration 10Q: 3 clusters Score -3.859651e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 259653 members 
Entering Unmasked Estep 
Score: -38597944.000000 Penalty: 6268.850586
	Iteration 11Q: 3 clusters Score -3.859794e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 262944 members 
Entering Unmasked Estep 
Score: -38599296.000000 Penalty: 6268.850586
	Iteration 12Q: 3 clusters Score -3.85993e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 266090 members 
Entering Unmasked Estep 
Score: -38600344.000000 Penalty: 6268.850586
	Iteration 13Q: 3 clusters Score -3.860034e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 269095 members 
Entering Unmasked Estep 
Score: -38601480.000000 Penalty: 6268.850586
	Iteration 14Q: 3 clusters Score -3.860148e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 272039 members 
Entering Unmasked Estep 
Score: -38602624.000000 Penalty: 6268.850586
	Iteration 15Q: 3 clusters Score -3.860262e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 274871 members 
Entering Unmasked Estep 
Score: -38603868.000000 Penalty: 6268.850586
	Iteration 16Q: 3 clusters Score -3.860387e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 277600 members 
Entering Unmasked Estep 
Score: -38604680.000000 Penalty: 6268.850586
	Iteration 17Q: 3 clusters Score -3.860468e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 280240 members 
Entering Unmasked Estep 
Score: -38605752.000000 Penalty: 6268.850586
	Iteration 18Q: 3 clusters Score -3.860575e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 282794 members 
Entering Unmasked Estep 
Score: -38606980.000000 Penalty: 6268.850586
	Iteration 19Q: 3 clusters Score -3.860698e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 285233 members 
Entering Unmasked Estep 
Score: -38608360.000000 Penalty: 6268.850586
	Iteration 20F: 3 clusters Score -3.860836e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 287702 members 
Entering Unmasked Estep 
Score: -38609732.000000 Penalty: 6268.850586
	Iteration 21Q: 3 clusters Score -3.860973e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 290093 members 
Entering Unmasked Estep 
Score: -38610992.000000 Penalty: 6268.850586
	Iteration 22Q: 3 clusters Score -3.861099e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 292345 members 
Entering Unmasked Estep 
Score: -38611984.000000 Penalty: 6268.850586
	Iteration 23Q: 3 clusters Score -3.861198e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 294452 members 
Entering Unmasked Estep 
Score: -38613460.000000 Penalty: 6268.850586
	Iteration 24Q: 3 clusters Score -3.861346e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 296405 members 
Entering Unmasked Estep 
Score: -38614904.000000 Penalty: 6268.850586
	Iteration 25Q: 3 clusters Score -3.86149e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 298224 members 
Entering Unmasked Estep 
Score: -38615848.000000 Penalty: 6268.850586
	Iteration 26Q: 3 clusters Score -3.861585e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 299888 members 
Entering Unmasked Estep 
Score: -38616612.000000 Penalty: 6268.850586
	Iteration 27Q: 3 clusters Score -3.861661e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 301399 members 
Entering Unmasked Estep 
Score: -38617176.000000 Penalty: 6268.850586
	Iteration 28Q: 3 clusters Score -3.861718e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 302774 members 
Entering Unmasked Estep 
Score: -38617612.000000 Penalty: 6268.850586
	Iteration 29Q: 3 clusters Score -3.861761e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 304034 members 
Entering Unmasked Estep 
Score: -38618136.000000 Penalty: 6268.850586
	Iteration 30Q: 3 clusters Score -3.861814e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 305100 members 
Entering Unmasked Estep 
Score: -38618660.000000 Penalty: 6268.850586
	Iteration 31Q: 3 clusters Score -3.861866e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 305943 members 
Entering Unmasked Estep 
Score: -38619048.000000 Penalty: 6268.850586
	Iteration 32Q: 3 clusters Score -3.861905e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 306587 members 
Entering Unmasked Estep 
Score: -38619220.000000 Penalty: 6268.850586
	Iteration 33Q: 3 clusters Score -3.861922e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 307015 members 
Entering Unmasked Estep 
Score: -38619344.000000 Penalty: 6268.850586
	Iteration 34Q: 3 clusters Score -3.861934e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 307291 members 
Entering Unmasked Estep 
Score: -38619360.000000 Penalty: 6268.850586
	Iteration 35Q: 3 clusters Score -3.861936e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 307477 members 
Entering Unmasked Estep 
Score: -38619436.000000 Penalty: 6268.850586
	Iteration 36Q: 3 clusters Score -3.861944e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 307600 members 
Entering Unmasked Estep 
Score: -38619480.000000 Penalty: 6268.850586
	Iteration 37Q: 3 clusters Score -3.861948e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 307665 members 
Entering Unmasked Estep 
Score: -38619476.000000 Penalty: 6268.850586
	Iteration 38Q: 3 clusters Score -3.861948e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 307708 members 
Entering Unmasked Estep 
Score: -38619484.000000 Penalty: 6268.850586
	Iteration 39Q: 3 clusters Score -3.861948e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 307744 members 
Entering Unmasked Estep 
Score: -38619524.000000 Penalty: 6268.850586
	Iteration 40F: 3 clusters Score -3.861952e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 307762 members 
Entering Unmasked Estep 
Score: -38619500.000000 Penalty: 6268.850586
	Iteration 41Q: 3 clusters Score -3.86195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 307776 members 
Entering Unmasked Estep 
Score: -38619532.000000 Penalty: 6268.850586
	Iteration 42Q: 3 clusters Score -3.861953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 307789 members 
Entering Unmasked Estep 
Score: -38619572.000000 Penalty: 6268.850586
	Iteration 43Q: 3 clusters Score -3.861957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 307795 members 
Entering Unmasked Estep 
Score: -38619576.000000 Penalty: 6268.850586
	Iteration 44Q: 3 clusters Score -3.861958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 307802 members 
Entering Unmasked Estep 
Score: -38619584.000000 Penalty: 6268.850586
	Iteration 45Q: 3 clusters Score -3.861958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 307809 members 
Entering Unmasked Estep 
Score: -38619556.000000 Penalty: 6268.850586
	Iteration 46Q: 3 clusters Score -3.861956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 307817 members 
Entering Unmasked Estep 
Score: -38619592.000000 Penalty: 6268.850586
	Iteration 47Q: 3 clusters Score -3.861959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 307821 members 
Entering Unmasked Estep 
Score: -38619584.000000 Penalty: 6268.850586
	Iteration 48Q: 3 clusters Score -3.861958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 307825 members 
Entering Unmasked Estep 
Score: -38619572.000000 Penalty: 6268.850586
	Iteration 49Q: 3 clusters Score -3.861957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 307827 members 
Entering Unmasked Estep 
Score: -38619560.000000 Penalty: 6268.850586
	Iteration 50Q: 3 clusters Score -3.861956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 307831 members 
Entering Unmasked Estep 
Score: -38619572.000000 Penalty: 6268.850586
	Iteration 51Q: 3 clusters Score -3.861957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 307834 members 
Entering Unmasked Estep 
Score: -38619600.000000 Penalty: 6268.850586
	Iteration 52Q: 3 clusters Score -3.86196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 307834 members 
Entering Unmasked Estep 
Score: -38619616.000000 Penalty: 6268.850586
	Iteration 53Q: 3 clusters Score -3.861962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 307834 members 
Entering Unmasked Estep 
Score: -38619604.000000 Penalty: 6268.850586
	Iteration 54Q: 3 clusters Score -3.86196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 307833 members 
Entering Unmasked Estep 
Score: -38619612.000000 Penalty: 6268.850586
	Iteration 55Q: 3 clusters Score -3.861961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 307833 members 
Entering Unmasked Estep 
Score: -38619612.000000 Penalty: 6268.850586
	Iteration 56F: 3 clusters Score -3.861961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -52354.765625 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -52354.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50863.023438 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -50863.02 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51458.789062 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -51458.79 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51892.093750 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -51892.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -52296.000000 Penalty: 3148.305176
	Iteration 3F: 3 clusters Score -52296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52482.558594 Penalty: 3148.305176
	Iteration 4F: 3 clusters Score -52482.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -52572.316406 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -52572.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -52614.394531 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -52614.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -52631.425781 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -52631.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -52649.582031 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -52649.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52679.808594 Penalty: 3148.305176
	Iteration 9Q: 3 clusters Score -52679.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52681.164062 Penalty: 3148.305176
	Iteration 10Q: 3 clusters Score -52681.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52681.164062 Penalty: 3148.305176
	Iteration 11F: 3 clusters Score -52681.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 308295 members 
Mstep: Class 3 contains 242 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59897 members 
Mstep: Class 7 contains 45437 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40095 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183016 members 
Mstep: Class 14 contains 329 members 
Mstep: Class 15 contains 172130 members 
Mstep: Class 16 contains 12505 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33525 members 
Mstep: Class 19 contains 11391 members 
Mstep: Class 23 contains 51580 members 
Mstep: Class 24 contains 5551 members 
Entering Unmasked Estep 
Score: -119304008.000000 Penalty: 71765.531250
Splitting cluster 3 changes total score from -119305576.000000 to -119304008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -67724.179688 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -67724.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66181.312500 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -66181.31 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66451.679688 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -66451.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66569.585938 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -66569.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66628.304688 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -66628.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66684.414062 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -66684.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66750.609375 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -66750.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66781.585938 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -66781.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66804.320312 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -66804.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66818.679688 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -66818.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66861.312500 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -66861.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -66905.882812 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -66905.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66932.812500 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -66932.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -66959.421875 Penalty: 3178.630371
	Iteration 12Q: 3 clusters Score -66959.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -66967.687500 Penalty: 3178.630371
	Iteration 13Q: 3 clusters Score -66967.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -66972.140625 Penalty: 3178.630371
	Iteration 14Q: 3 clusters Score -66972.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -66974.992188 Penalty: 3178.630371
	Iteration 15Q: 3 clusters Score -66974.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66976.796875 Penalty: 3178.630371
	Iteration 16Q: 3 clusters Score -66976.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66976.796875 Penalty: 3178.630371
	Iteration 17F: 3 clusters Score -66976.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -48319.894531 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -48319.89 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 247 members 
Entering Unmasked Estep 
Score: -46911.730469 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -46911.73 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47239.160156 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -47239.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -47366.378906 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -47366.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -47507.257812 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -47507.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47617.820312 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -47617.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47708.039062 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -47708.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47806.562500 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -47806.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47886.050781 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -47886.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -47986.382812 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -47986.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48023.566406 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -48023.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48057.910156 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -48057.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48095.472656 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -48095.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48140.378906 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -48140.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48261.191406 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -48261.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -48288.890625 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -48288.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48314.777344 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -48314.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -48339.570312 Penalty: 3080.457520
	Iteration 16Q: 3 clusters Score -48339.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48372.367188 Penalty: 3080.457520
	Iteration 17Q: 3 clusters Score -48372.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48409.730469 Penalty: 3080.457520
	Iteration 18Q: 3 clusters Score -48409.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48461.035156 Penalty: 3080.457520
	Iteration 19Q: 3 clusters Score -48461.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -48506.921875 Penalty: 3080.457520
	Iteration 20F: 3 clusters Score -48506.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48525.769531 Penalty: 3080.457520
	Iteration 21Q: 3 clusters Score -48525.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48548.765625 Penalty: 3080.457520
	Iteration 22Q: 3 clusters Score -48548.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48548.765625 Penalty: 3080.457520
	Iteration 23F: 3 clusters Score -48548.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 308295 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 268 members 
Mstep: Class 6 contains 59897 members 
Mstep: Class 7 contains 45437 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40095 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183016 members 
Mstep: Class 14 contains 230 members 
Mstep: Class 15 contains 172130 members 
Mstep: Class 16 contains 12505 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33525 members 
Mstep: Class 19 contains 11391 members 
Mstep: Class 23 contains 51580 members 
Mstep: Class 24 contains 5551 members 
Entering Unmasked Estep 
Score: -119303880.000000 Penalty: 71765.531250
Splitting cluster 5 changes total score from -119305576.000000 to -119303880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (59897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Entering Unmasked Estep 
Score: -7344613.000000 Penalty: 2728.094727
	Iteration 0F: 2 clusters Score -7344613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -7304392.000000 Penalty: 5456.189453
	Iteration 0F: 3 clusters Score -7304392 nChanged 27774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -7320154.000000 Penalty: 5456.189453
	Iteration 1F: 3 clusters Score -7320154 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -7320744.000000 Penalty: 5456.189453
	Iteration 2Q: 3 clusters Score -7320744 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -7321272.000000 Penalty: 5456.189453
	Iteration 3Q: 3 clusters Score -7321272 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -7321973.500000 Penalty: 5456.189453
	Iteration 4Q: 3 clusters Score -7321974 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -7322990.000000 Penalty: 5456.189453
	Iteration 5Q: 3 clusters Score -7322990 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -7324403.000000 Penalty: 5456.189453
	Iteration 6F: 3 clusters Score -7324403 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -7326593.000000 Penalty: 5456.189453
	Iteration 7F: 3 clusters Score -7326593 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -7329639.000000 Penalty: 5456.189453
	Iteration 8F: 3 clusters Score -7329639 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -7333016.500000 Penalty: 5456.189453
	Iteration 9F: 3 clusters Score -7333016 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -7335854.000000 Penalty: 5456.189453
	Iteration 10F: 3 clusters Score -7335854 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -7338230.500000 Penalty: 5456.189453
	Iteration 11Q: 3 clusters Score -7338230 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -7340086.000000 Penalty: 5456.189453
	Iteration 12Q: 3 clusters Score -7340086 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
Score: -7341356.000000 Penalty: 5456.189453
	Iteration 13Q: 3 clusters Score -7341356 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -7342143.000000 Penalty: 5456.189453
	Iteration 14Q: 3 clusters Score -7342143 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 59074 members 
Entering Unmasked Estep 
Score: -7342507.000000 Penalty: 5456.189453
	Iteration 15Q: 3 clusters Score -7342507 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 59069 members 
Entering Unmasked Estep 
Score: -7342620.000000 Penalty: 5456.189453
	Iteration 16Q: 3 clusters Score -7342620 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -7342687.000000 Penalty: 5456.189453
	Iteration 17Q: 3 clusters Score -7342687 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 59060 members 
Entering Unmasked Estep 
Score: -7342724.000000 Penalty: 5456.189453
	Iteration 18Q: 3 clusters Score -7342724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -7342737.000000 Penalty: 5456.189453
	Iteration 19Q: 3 clusters Score -7342737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 59051 members 
Entering Unmasked Estep 
Score: -7342752.500000 Penalty: 5456.189453
	Iteration 20F: 3 clusters Score -7342752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 59053 members 
Entering Unmasked Estep 
Score: -7342757.500000 Penalty: 5456.189453
	Iteration 21Q: 3 clusters Score -7342758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
Score: -7342754.500000 Penalty: 5456.189453
	Iteration 22Q: 3 clusters Score -7342754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 59048 members 
Entering Unmasked Estep 
Score: -7342769.000000 Penalty: 5456.189453
	Iteration 23Q: 3 clusters Score -7342769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -7342764.000000 Penalty: 5456.189453
	Iteration 24Q: 3 clusters Score -7342764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 59038 members 
Entering Unmasked Estep 
Score: -7342769.000000 Penalty: 5456.189453
	Iteration 25Q: 3 clusters Score -7342769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -7342773.000000 Penalty: 5456.189453
	Iteration 26Q: 3 clusters Score -7342773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 59036 members 
Entering Unmasked Estep 
Score: -7342770.000000 Penalty: 5456.189453
	Iteration 27Q: 3 clusters Score -7342770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 59034 members 
Entering Unmasked Estep 
Score: -7342776.500000 Penalty: 5456.189453
	Iteration 28Q: 3 clusters Score -7342776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 59031 members 
Entering Unmasked Estep 
Score: -7342775.000000 Penalty: 5456.189453
	Iteration 29Q: 3 clusters Score -7342775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 59031 members 
Entering Unmasked Estep 
Score: -7342778.000000 Penalty: 5456.189453
	Iteration 30Q: 3 clusters Score -7342778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -7342780.000000 Penalty: 5456.189453
	Iteration 31Q: 3 clusters Score -7342780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 59030 members 
Entering Unmasked Estep 
Score: -7342792.000000 Penalty: 5456.189453
	Iteration 32Q: 3 clusters Score -7342792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -7342791.000000 Penalty: 5456.189453
	Iteration 33Q: 3 clusters Score -7342791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -7342787.500000 Penalty: 5456.189453
	Iteration 34Q: 3 clusters Score -7342788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -7342789.500000 Penalty: 5456.189453
	Iteration 35Q: 3 clusters Score -7342790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -7342789.500000 Penalty: 5456.189453
	Iteration 36F: 3 clusters Score -7342790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Entering Unmasked Estep 
Score: -5775645.500000 Penalty: 2659.572266
	Iteration 0F: 2 clusters Score -5775646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -5745076.500000 Penalty: 5319.144531
	Iteration 0F: 3 clusters Score -5745076 nChanged 20864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -5756443.000000 Penalty: 5319.144531
	Iteration 1F: 3 clusters Score -5756443 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -5756944.000000 Penalty: 5319.144531
	Iteration 2Q: 3 clusters Score -5756944 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -5757483.500000 Penalty: 5319.144531
	Iteration 3Q: 3 clusters Score -5757484 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -5758158.000000 Penalty: 5319.144531
	Iteration 4Q: 3 clusters Score -5758158 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -5759193.000000 Penalty: 5319.144531
	Iteration 5Q: 3 clusters Score -5759193 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -5760739.500000 Penalty: 5319.144531
	Iteration 6F: 3 clusters Score -5760740 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -5763221.500000 Penalty: 5319.144531
	Iteration 7F: 3 clusters Score -5763222 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -5766385.000000 Penalty: 5319.144531
	Iteration 8F: 3 clusters Score -5766385 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -5769549.000000 Penalty: 5319.144531
	Iteration 9F: 3 clusters Score -5769549 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -5771832.000000 Penalty: 5319.144531
	Iteration 10F: 3 clusters Score -5771832 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -5773064.000000 Penalty: 5319.144531
	Iteration 11Q: 3 clusters Score -5773064 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -5773633.000000 Penalty: 5319.144531
	Iteration 12Q: 3 clusters Score -5773633 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -5773904.000000 Penalty: 5319.144531
	Iteration 13Q: 3 clusters Score -5773904 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5774036.500000 Penalty: 5319.144531
	Iteration 14Q: 3 clusters Score -5774036 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -5774130.000000 Penalty: 5319.144531
	Iteration 15Q: 3 clusters Score -5774130 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5774205.500000 Penalty: 5319.144531
	Iteration 16Q: 3 clusters Score -5774206 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5774274.500000 Penalty: 5319.144531
	Iteration 17Q: 3 clusters Score -5774274 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5774286.000000 Penalty: 5319.144531
	Iteration 18Q: 3 clusters Score -5774286 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5774316.000000 Penalty: 5319.144531
	Iteration 19Q: 3 clusters Score -5774316 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5774331.500000 Penalty: 5319.144531
	Iteration 20F: 3 clusters Score -5774332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5774341.500000 Penalty: 5319.144531
	Iteration 21Q: 3 clusters Score -5774342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5774359.000000 Penalty: 5319.144531
	Iteration 22Q: 3 clusters Score -5774359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -5774378.000000 Penalty: 5319.144531
	Iteration 23Q: 3 clusters Score -5774378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5774377.500000 Penalty: 5319.144531
	Iteration 24Q: 3 clusters Score -5774378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5774382.500000 Penalty: 5319.144531
	Iteration 25Q: 3 clusters Score -5774382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5774393.000000 Penalty: 5319.144531
	Iteration 26Q: 3 clusters Score -5774393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5774391.500000 Penalty: 5319.144531
	Iteration 27Q: 3 clusters Score -5774392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5774397.500000 Penalty: 5319.144531
	Iteration 28Q: 3 clusters Score -5774398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5774397.500000 Penalty: 5319.144531
	Iteration 29Q: 3 clusters Score -5774398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5774400.000000 Penalty: 5319.144531
	Iteration 30Q: 3 clusters Score -5774400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5774390.500000 Penalty: 5319.144531
	Iteration 31Q: 3 clusters Score -5774390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5774391.000000 Penalty: 5319.144531
	Iteration 32Q: 3 clusters Score -5774391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5774391.500000 Penalty: 5319.144531
	Iteration 33Q: 3 clusters Score -5774392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5774400.500000 Penalty: 5319.144531
	Iteration 34Q: 3 clusters Score -5774400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5774399.000000 Penalty: 5319.144531
	Iteration 35Q: 3 clusters Score -5774399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5774398.500000 Penalty: 5319.144531
	Iteration 36Q: 3 clusters Score -5774398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5774401.000000 Penalty: 5319.144531
	Iteration 37Q: 3 clusters Score -5774401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5774403.000000 Penalty: 5319.144531
	Iteration 38Q: 3 clusters Score -5774403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5774404.000000 Penalty: 5319.144531
	Iteration 39Q: 3 clusters Score -5774404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5774408.500000 Penalty: 5319.144531
	Iteration 40F: 3 clusters Score -5774408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5774401.000000 Penalty: 5319.144531
	Iteration 41Q: 3 clusters Score -5774401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5774404.500000 Penalty: 5319.144531
	Iteration 42Q: 3 clusters Score -5774404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5774402.000000 Penalty: 5319.144531
	Iteration 43Q: 3 clusters Score -5774402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5774402.000000 Penalty: 5319.144531
	Iteration 44F: 3 clusters Score -5774402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -89032.484375 Penalty: 1685.057495
	Iteration 0F: 2 clusters Score -89032.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -87255.476562 Penalty: 3370.114990
	Iteration 0F: 3 clusters Score -87255.48 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -87674.468750 Penalty: 3370.114990
	Iteration 1F: 3 clusters Score -87674.47 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -88021.554688 Penalty: 3370.114990
	Iteration 2F: 3 clusters Score -88021.55 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -88374.429688 Penalty: 3370.114990
	Iteration 3F: 3 clusters Score -88374.43 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -88690.335938 Penalty: 3370.114990
	Iteration 4F: 3 clusters Score -88690.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -88960.460938 Penalty: 3370.114990
	Iteration 5F: 3 clusters Score -88960.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -89035.031250 Penalty: 3370.114990
	Iteration 6Q: 3 clusters Score -89035.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -89082.656250 Penalty: 3370.114990
	Iteration 7Q: 3 clusters Score -89082.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -89105.187500 Penalty: 3370.114990
	Iteration 8Q: 3 clusters Score -89105.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -89138.257812 Penalty: 3370.114990
	Iteration 9Q: 3 clusters Score -89138.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -89156.343750 Penalty: 3370.114990
	Iteration 10Q: 3 clusters Score -89156.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -89180.125000 Penalty: 3370.114990
	Iteration 11Q: 3 clusters Score -89180.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -89184.218750 Penalty: 3370.114990
	Iteration 12Q: 3 clusters Score -89184.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -89184.218750 Penalty: 3370.114990
	Iteration 13F: 3 clusters Score -89184.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 308295 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59897 members 
Mstep: Class 7 contains 45437 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40095 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183016 members 
Mstep: Class 14 contains 513 members 
Mstep: Class 15 contains 172130 members 
Mstep: Class 16 contains 12505 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33525 members 
Mstep: Class 19 contains 11391 members 
Mstep: Class 23 contains 51580 members 
Mstep: Class 24 contains 5551 members 
Entering Unmasked Estep 
Score: -119303912.000000 Penalty: 71765.531250
Splitting cluster 8 changes total score from -119305576.000000 to -119303912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -324227.968750 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -324228 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 1398 members 
Entering Unmasked Estep 
Score: -321199.312500 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -321199.3 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -321818.468750 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -321818.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -321995.375000 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -321995.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -322108.625000 Penalty: 3917.059082
	Iteration 3F: 3 clusters Score -322108.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -322180.125000 Penalty: 3917.059082
	Iteration 4Q: 3 clusters Score -322180.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -322232.875000 Penalty: 3917.059082
	Iteration 5Q: 3 clusters Score -322232.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -322287.687500 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -322287.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -322351.750000 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -322351.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -322413.750000 Penalty: 3917.059082
	Iteration 8Q: 3 clusters Score -322413.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -322478.968750 Penalty: 3917.059082
	Iteration 9Q: 3 clusters Score -322479 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -322545.687500 Penalty: 3917.059082
	Iteration 10Q: 3 clusters Score -322545.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -322621.125000 Penalty: 3917.059082
	Iteration 11Q: 3 clusters Score -322621.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -322755.312500 Penalty: 3917.059082
	Iteration 12Q: 3 clusters Score -322755.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -322874.562500 Penalty: 3917.059082
	Iteration 13Q: 3 clusters Score -322874.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -323002.125000 Penalty: 3917.059082
	Iteration 14Q: 3 clusters Score -323002.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -323163.906250 Penalty: 3917.059082
	Iteration 15Q: 3 clusters Score -323163.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -323308.375000 Penalty: 3917.059082
	Iteration 16Q: 3 clusters Score -323308.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -323431.531250 Penalty: 3917.059082
	Iteration 17Q: 3 clusters Score -323431.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -323530.156250 Penalty: 3917.059082
	Iteration 18Q: 3 clusters Score -323530.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -323579.062500 Penalty: 3917.059082
	Iteration 19Q: 3 clusters Score -323579.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -323609.343750 Penalty: 3917.059082
	Iteration 20F: 3 clusters Score -323609.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -323639.843750 Penalty: 3917.059082
	Iteration 21Q: 3 clusters Score -323639.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -323649.906250 Penalty: 3917.059082
	Iteration 22Q: 3 clusters Score -323649.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -323656.781250 Penalty: 3917.059082
	Iteration 23Q: 3 clusters Score -323656.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -323659.843750 Penalty: 3917.059082
	Iteration 24Q: 3 clusters Score -323659.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -323664.218750 Penalty: 3917.059082
	Iteration 25Q: 3 clusters Score -323664.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -323667.281250 Penalty: 3917.059082
	Iteration 26Q: 3 clusters Score -323667.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -323668.437500 Penalty: 3917.059082
	Iteration 27Q: 3 clusters Score -323668.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -323668.875000 Penalty: 3917.059082
	Iteration 28Q: 3 clusters Score -323668.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -323669.687500 Penalty: 3917.059082
	Iteration 29Q: 3 clusters Score -323669.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -323671.593750 Penalty: 3917.059082
	Iteration 30Q: 3 clusters Score -323671.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -323671.593750 Penalty: 3917.059082
	Iteration 31F: 3 clusters Score -323671.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Entering Unmasked Estep 
Score: -5107755.000000 Penalty: 2628.553711
	Iteration 0F: 2 clusters Score -5107755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -5080525.500000 Penalty: 5257.107422
	Iteration 0F: 3 clusters Score -5080526 nChanged 18392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -5090551.500000 Penalty: 5257.107422
	Iteration 1F: 3 clusters Score -5090552 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -5091191.000000 Penalty: 5257.107422
	Iteration 2Q: 3 clusters Score -5091191 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -5092100.000000 Penalty: 5257.107422
	Iteration 3Q: 3 clusters Score -5092100 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -5093312.000000 Penalty: 5257.107422
	Iteration 4F: 3 clusters Score -5093312 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -5095197.500000 Penalty: 5257.107422
	Iteration 5F: 3 clusters Score -5095198 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -5097644.500000 Penalty: 5257.107422
	Iteration 6F: 3 clusters Score -5097644 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -5100394.000000 Penalty: 5257.107422
	Iteration 7F: 3 clusters Score -5100394 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -5102616.500000 Penalty: 5257.107422
	Iteration 8F: 3 clusters Score -5102616 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -5104041.000000 Penalty: 5257.107422
	Iteration 9Q: 3 clusters Score -5104041 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -5104761.500000 Penalty: 5257.107422
	Iteration 10Q: 3 clusters Score -5104762 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -5105102.500000 Penalty: 5257.107422
	Iteration 11Q: 3 clusters Score -5105102 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -5105297.000000 Penalty: 5257.107422
	Iteration 12Q: 3 clusters Score -5105297 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -5105404.000000 Penalty: 5257.107422
	Iteration 13Q: 3 clusters Score -5105404 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -5105472.000000 Penalty: 5257.107422
	Iteration 14Q: 3 clusters Score -5105472 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -5105533.500000 Penalty: 5257.107422
	Iteration 15Q: 3 clusters Score -5105534 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -5105564.000000 Penalty: 5257.107422
	Iteration 16Q: 3 clusters Score -5105564 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5105596.000000 Penalty: 5257.107422
	Iteration 17Q: 3 clusters Score -5105596 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -5105649.000000 Penalty: 5257.107422
	Iteration 18Q: 3 clusters Score -5105649 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5105682.000000 Penalty: 5257.107422
	Iteration 19Q: 3 clusters Score -5105682 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -5105702.500000 Penalty: 5257.107422
	Iteration 20F: 3 clusters Score -5105702 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -5105727.500000 Penalty: 5257.107422
	Iteration 21Q: 3 clusters Score -5105728 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5105755.500000 Penalty: 5257.107422
	Iteration 22Q: 3 clusters Score -5105756 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -5105768.500000 Penalty: 5257.107422
	Iteration 23Q: 3 clusters Score -5105768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5105772.000000 Penalty: 5257.107422
	Iteration 24Q: 3 clusters Score -5105772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5105784.500000 Penalty: 5257.107422
	Iteration 25Q: 3 clusters Score -5105784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5105805.500000 Penalty: 5257.107422
	Iteration 26Q: 3 clusters Score -5105806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5105802.000000 Penalty: 5257.107422
	Iteration 27Q: 3 clusters Score -5105802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5105797.000000 Penalty: 5257.107422
	Iteration 28Q: 3 clusters Score -5105797 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5105822.000000 Penalty: 5257.107422
	Iteration 29Q: 3 clusters Score -5105822 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5105820.500000 Penalty: 5257.107422
	Iteration 30Q: 3 clusters Score -5105820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5105831.500000 Penalty: 5257.107422
	Iteration 31Q: 3 clusters Score -5105832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5105849.500000 Penalty: 5257.107422
	Iteration 32Q: 3 clusters Score -5105850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5105860.500000 Penalty: 5257.107422
	Iteration 33Q: 3 clusters Score -5105860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -5105866.000000 Penalty: 5257.107422
	Iteration 34Q: 3 clusters Score -5105866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5105869.000000 Penalty: 5257.107422
	Iteration 35Q: 3 clusters Score -5105869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5105870.000000 Penalty: 5257.107422
	Iteration 36Q: 3 clusters Score -5105870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5105868.000000 Penalty: 5257.107422
	Iteration 37Q: 3 clusters Score -5105868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5105870.500000 Penalty: 5257.107422
	Iteration 38Q: 3 clusters Score -5105870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5105881.500000 Penalty: 5257.107422
	Iteration 39Q: 3 clusters Score -5105882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5105880.000000 Penalty: 5257.107422
	Iteration 40F: 3 clusters Score -5105880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5105879.000000 Penalty: 5257.107422
	Iteration 41Q: 3 clusters Score -5105879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5105881.500000 Penalty: 5257.107422
	Iteration 42Q: 3 clusters Score -5105882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5105889.000000 Penalty: 5257.107422
	Iteration 43Q: 3 clusters Score -5105889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5105896.000000 Penalty: 5257.107422
	Iteration 44Q: 3 clusters Score -5105896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5105885.500000 Penalty: 5257.107422
	Iteration 45Q: 3 clusters Score -5105886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5105892.000000 Penalty: 5257.107422
	Iteration 46Q: 3 clusters Score -5105892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5105894.500000 Penalty: 5257.107422
	Iteration 47Q: 3 clusters Score -5105894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5105895.000000 Penalty: 5257.107422
	Iteration 48Q: 3 clusters Score -5105895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5105887.500000 Penalty: 5257.107422
	Iteration 49Q: 3 clusters Score -5105888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5105895.500000 Penalty: 5257.107422
	Iteration 50Q: 3 clusters Score -5105896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5105896.000000 Penalty: 5257.107422
	Iteration 51Q: 3 clusters Score -5105896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5105891.000000 Penalty: 5257.107422
	Iteration 52Q: 3 clusters Score -5105891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5105890.000000 Penalty: 5257.107422
	Iteration 53Q: 3 clusters Score -5105890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5105894.000000 Penalty: 5257.107422
	Iteration 54Q: 3 clusters Score -5105894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5105902.500000 Penalty: 5257.107422
	Iteration 55Q: 3 clusters Score -5105902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5105907.500000 Penalty: 5257.107422
	Iteration 56Q: 3 clusters Score -5105908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5105908.500000 Penalty: 5257.107422
	Iteration 57Q: 3 clusters Score -5105908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5105910.500000 Penalty: 5257.107422
	Iteration 58Q: 3 clusters Score -5105910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5105910.500000 Penalty: 5257.107422
	Iteration 59Q: 3 clusters Score -5105910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5105916.000000 Penalty: 5257.107422
	Iteration 60F: 3 clusters Score -5105916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5105912.000000 Penalty: 5257.107422
	Iteration 61Q: 3 clusters Score -5105912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5105911.500000 Penalty: 5257.107422
	Iteration 62Q: 3 clusters Score -5105912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5105911.500000 Penalty: 5257.107422
	Iteration 63F: 3 clusters Score -5105912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -50179.160156 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -50179.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -48677.000000 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -48677 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -48871.031250 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -48871.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -48949.679688 Penalty: 3054.911377
	Iteration 2Q: 3 clusters Score -48949.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -48992.597656 Penalty: 3054.911377
	Iteration 3Q: 3 clusters Score -48992.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49038.703125 Penalty: 3054.911377
	Iteration 4Q: 3 clusters Score -49038.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -49097.785156 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -49097.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49145.726562 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -49145.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -49191.074219 Penalty: 3054.911377
	Iteration 7Q: 3 clusters Score -49191.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49304.570312 Penalty: 3054.911377
	Iteration 8Q: 3 clusters Score -49304.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -49407.761719 Penalty: 3054.911377
	Iteration 9Q: 3 clusters Score -49407.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49477.871094 Penalty: 3054.911377
	Iteration 10Q: 3 clusters Score -49477.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49507.968750 Penalty: 3054.911377
	Iteration 11Q: 3 clusters Score -49507.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -49548.941406 Penalty: 3054.911377
	Iteration 12Q: 3 clusters Score -49548.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49598.175781 Penalty: 3054.911377
	Iteration 13Q: 3 clusters Score -49598.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -49625.691406 Penalty: 3054.911377
	Iteration 14Q: 3 clusters Score -49625.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -49703.128906 Penalty: 3054.911377
	Iteration 15Q: 3 clusters Score -49703.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49767.515625 Penalty: 3054.911377
	Iteration 16Q: 3 clusters Score -49767.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49809.035156 Penalty: 3054.911377
	Iteration 17Q: 3 clusters Score -49809.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -49835.332031 Penalty: 3054.911377
	Iteration 18Q: 3 clusters Score -49835.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -49862.945312 Penalty: 3054.911377
	Iteration 19Q: 3 clusters Score -49862.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49875.796875 Penalty: 3054.911377
	Iteration 20F: 3 clusters Score -49875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49886.394531 Penalty: 3054.911377
	Iteration 21Q: 3 clusters Score -49886.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -49891.203125 Penalty: 3054.911377
	Iteration 22Q: 3 clusters Score -49891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -49895.148438 Penalty: 3054.911377
	Iteration 23Q: 3 clusters Score -49895.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -49899.371094 Penalty: 3054.911377
	Iteration 24Q: 3 clusters Score -49899.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49906.281250 Penalty: 3054.911377
	Iteration 25Q: 3 clusters Score -49906.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49925.996094 Penalty: 3054.911377
	Iteration 26Q: 3 clusters Score -49926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -49971.765625 Penalty: 3054.911377
	Iteration 27Q: 3 clusters Score -49971.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50088.324219 Penalty: 3054.911377
	Iteration 28Q: 3 clusters Score -50088.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50103.777344 Penalty: 3054.911377
	Iteration 29Q: 3 clusters Score -50103.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50125.949219 Penalty: 3054.911377
	Iteration 30Q: 3 clusters Score -50125.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50173.097656 Penalty: 3054.911377
	Iteration 31Q: 3 clusters Score -50173.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50233.472656 Penalty: 3054.911377
	Iteration 32Q: 3 clusters Score -50233.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50340.656250 Penalty: 3054.911377
	Iteration 33Q: 3 clusters Score -50340.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50395.292969 Penalty: 3054.911377
	Iteration 34Q: 3 clusters Score -50395.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50395.292969 Penalty: 3054.911377
	Iteration 35F: 3 clusters Score -50395.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 308295 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59897 members 
Mstep: Class 7 contains 45437 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40095 members 
Mstep: Class 11 contains 205 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183016 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 172130 members 
Mstep: Class 16 contains 12505 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33525 members 
Mstep: Class 19 contains 11391 members 
Mstep: Class 23 contains 51580 members 
Mstep: Class 24 contains 5551 members 
Entering Unmasked Estep 
Score: -119303840.000000 Penalty: 71765.531250
Splitting cluster 11 changes total score from -119305576.000000 to -119303840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Entering Unmasked Estep 
Score: -287531.937500 Penalty: 1928.996460
	Iteration 0F: 2 clusters Score -287531.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -284640.781250 Penalty: 3857.992920
	Iteration 0F: 3 clusters Score -284640.8 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -285194.281250 Penalty: 3857.992920
	Iteration 1F: 3 clusters Score -285194.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -285356.406250 Penalty: 3857.992920
	Iteration 2F: 3 clusters Score -285356.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -285459.781250 Penalty: 3857.992920
	Iteration 3Q: 3 clusters Score -285459.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -285533.718750 Penalty: 3857.992920
	Iteration 4Q: 3 clusters Score -285533.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -285600.468750 Penalty: 3857.992920
	Iteration 5Q: 3 clusters Score -285600.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -285679.531250 Penalty: 3857.992920
	Iteration 6Q: 3 clusters Score -285679.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -285755.281250 Penalty: 3857.992920
	Iteration 7Q: 3 clusters Score -285755.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -285816.625000 Penalty: 3857.992920
	Iteration 8Q: 3 clusters Score -285816.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -285885.687500 Penalty: 3857.992920
	Iteration 9Q: 3 clusters Score -285885.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -285964.343750 Penalty: 3857.992920
	Iteration 10Q: 3 clusters Score -285964.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -286080.562500 Penalty: 3857.992920
	Iteration 11Q: 3 clusters Score -286080.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -286209.906250 Penalty: 3857.992920
	Iteration 12Q: 3 clusters Score -286209.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -286337.750000 Penalty: 3857.992920
	Iteration 13Q: 3 clusters Score -286337.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -286497.218750 Penalty: 3857.992920
	Iteration 14Q: 3 clusters Score -286497.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -286644.156250 Penalty: 3857.992920
	Iteration 15Q: 3 clusters Score -286644.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -286816.218750 Penalty: 3857.992920
	Iteration 16Q: 3 clusters Score -286816.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -286989.312500 Penalty: 3857.992920
	Iteration 17Q: 3 clusters Score -286989.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -287116.437500 Penalty: 3857.992920
	Iteration 18Q: 3 clusters Score -287116.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -287189.187500 Penalty: 3857.992920
	Iteration 19Q: 3 clusters Score -287189.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -287220.375000 Penalty: 3857.992920
	Iteration 20F: 3 clusters Score -287220.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -287241.531250 Penalty: 3857.992920
	Iteration 21Q: 3 clusters Score -287241.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -287255.312500 Penalty: 3857.992920
	Iteration 22Q: 3 clusters Score -287255.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -287259.500000 Penalty: 3857.992920
	Iteration 23Q: 3 clusters Score -287259.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -287261.875000 Penalty: 3857.992920
	Iteration 24Q: 3 clusters Score -287261.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -287265.000000 Penalty: 3857.992920
	Iteration 25Q: 3 clusters Score -287265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -287266.218750 Penalty: 3857.992920
	Iteration 26Q: 3 clusters Score -287266.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -287266.437500 Penalty: 3857.992920
	Iteration 27Q: 3 clusters Score -287266.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -287268.593750 Penalty: 3857.992920
	Iteration 28Q: 3 clusters Score -287268.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -287269.125000 Penalty: 3857.992920
	Iteration 29Q: 3 clusters Score -287269.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -287269.843750 Penalty: 3857.992920
	Iteration 30Q: 3 clusters Score -287269.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -287269.843750 Penalty: 3857.992920
	Iteration 31F: 3 clusters Score -287269.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (183016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183016 members 
Entering Unmasked Estep 
Score: -23088938.000000 Penalty: 3005.097412
	Iteration 0F: 2 clusters Score -2.308894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91452 members 
Mstep: Class 2 contains 91564 members 
Entering Unmasked Estep 
Score: -22968910.000000 Penalty: 6010.194824
	Iteration 0F: 3 clusters Score -2.296891e+07 nChanged 87974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89812 members 
Mstep: Class 2 contains 93204 members 
Entering Unmasked Estep 
Score: -23020334.000000 Penalty: 6010.194824
	Iteration 1F: 3 clusters Score -2.302033e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88792 members 
Mstep: Class 2 contains 94224 members 
Entering Unmasked Estep 
Score: -23021402.000000 Penalty: 6010.194824
	Iteration 2Q: 3 clusters Score -2.30214e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87412 members 
Mstep: Class 2 contains 95604 members 
Entering Unmasked Estep 
Score: -23022850.000000 Penalty: 6010.194824
	Iteration 3Q: 3 clusters Score -2.302285e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85511 members 
Mstep: Class 2 contains 97505 members 
Entering Unmasked Estep 
Score: -23024956.000000 Penalty: 6010.194824
	Iteration 4Q: 3 clusters Score -2.302496e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82874 members 
Mstep: Class 2 contains 100142 members 
Entering Unmasked Estep 
Score: -23028304.000000 Penalty: 6010.194824
	Iteration 5Q: 3 clusters Score -2.30283e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79498 members 
Mstep: Class 2 contains 103518 members 
Entering Unmasked Estep 
Score: -23033506.000000 Penalty: 6010.194824
	Iteration 6Q: 3 clusters Score -2.303351e+07 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75677 members 
Mstep: Class 2 contains 107339 members 
Entering Unmasked Estep 
Score: -23040912.000000 Penalty: 6010.194824
	Iteration 7F: 3 clusters Score -2.304091e+07 nChanged 12024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71923 members 
Mstep: Class 2 contains 111093 members 
Entering Unmasked Estep 
Score: -23049900.000000 Penalty: 6010.194824
	Iteration 8F: 3 clusters Score -2.30499e+07 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 113973 members 
Entering Unmasked Estep 
Score: -23058382.000000 Penalty: 6010.194824
	Iteration 9F: 3 clusters Score -2.305838e+07 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67132 members 
Mstep: Class 2 contains 115884 members 
Entering Unmasked Estep 
Score: -23063108.000000 Penalty: 6010.194824
	Iteration 10F: 3 clusters Score -2.306311e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65432 members 
Mstep: Class 2 contains 117584 members 
Entering Unmasked Estep 
Score: -23064974.000000 Penalty: 6010.194824
	Iteration 11Q: 3 clusters Score -2.306497e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 119425 members 
Entering Unmasked Estep 
Score: -23065888.000000 Penalty: 6010.194824
	Iteration 12Q: 3 clusters Score -2.306589e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61735 members 
Mstep: Class 2 contains 121281 members 
Entering Unmasked Estep 
Score: -23066468.000000 Penalty: 6010.194824
	Iteration 13Q: 3 clusters Score -2.306647e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 123210 members 
Entering Unmasked Estep 
Score: -23067010.000000 Penalty: 6010.194824
	Iteration 14Q: 3 clusters Score -2.306701e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57855 members 
Mstep: Class 2 contains 125161 members 
Entering Unmasked Estep 
Score: -23067468.000000 Penalty: 6010.194824
	Iteration 15Q: 3 clusters Score -2.306747e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 127298 members 
Entering Unmasked Estep 
Score: -23067986.000000 Penalty: 6010.194824
	Iteration 16Q: 3 clusters Score -2.306799e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 129623 members 
Entering Unmasked Estep 
Score: -23068694.000000 Penalty: 6010.194824
	Iteration 17Q: 3 clusters Score -2.306869e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 132072 members 
Entering Unmasked Estep 
Score: -23069290.000000 Penalty: 6010.194824
	Iteration 18Q: 3 clusters Score -2.306929e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 134569 members 
Entering Unmasked Estep 
Score: -23070208.000000 Penalty: 6010.194824
	Iteration 19Q: 3 clusters Score -2.307021e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 137134 members 
Entering Unmasked Estep 
Score: -23070980.000000 Penalty: 6010.194824
	Iteration 20F: 3 clusters Score -2.307098e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 139769 members 
Entering Unmasked Estep 
Score: -23071746.000000 Penalty: 6010.194824
	Iteration 21Q: 3 clusters Score -2.307175e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 142523 members 
Entering Unmasked Estep 
Score: -23072738.000000 Penalty: 6010.194824
	Iteration 22Q: 3 clusters Score -2.307274e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 145243 members 
Entering Unmasked Estep 
Score: -23073530.000000 Penalty: 6010.194824
	Iteration 23Q: 3 clusters Score -2.307353e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 148071 members 
Entering Unmasked Estep 
Score: -23074574.000000 Penalty: 6010.194824
	Iteration 24Q: 3 clusters Score -2.307457e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 150991 members 
Entering Unmasked Estep 
Score: -23075632.000000 Penalty: 6010.194824
	Iteration 25Q: 3 clusters Score -2.307563e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 154001 members 
Entering Unmasked Estep 
Score: -23076740.000000 Penalty: 6010.194824
	Iteration 26Q: 3 clusters Score -2.307674e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 157078 members 
Entering Unmasked Estep 
Score: -23077946.000000 Penalty: 6010.194824
	Iteration 27Q: 3 clusters Score -2.307795e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 159964 members 
Entering Unmasked Estep 
Score: -23079166.000000 Penalty: 6010.194824
	Iteration 28Q: 3 clusters Score -2.307917e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 162756 members 
Entering Unmasked Estep 
Score: -23080388.000000 Penalty: 6010.194824
	Iteration 29Q: 3 clusters Score -2.308039e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 165401 members 
Entering Unmasked Estep 
Score: -23081558.000000 Penalty: 6010.194824
	Iteration 30Q: 3 clusters Score -2.308156e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 167918 members 
Entering Unmasked Estep 
Score: -23082728.000000 Penalty: 6010.194824
	Iteration 31Q: 3 clusters Score -2.308273e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 170224 members 
Entering Unmasked Estep 
Score: -23083644.000000 Penalty: 6010.194824
	Iteration 32Q: 3 clusters Score -2.308364e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 172256 members 
Entering Unmasked Estep 
Score: -23084284.000000 Penalty: 6010.194824
	Iteration 33Q: 3 clusters Score -2.308428e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 174011 members 
Entering Unmasked Estep 
Score: -23084950.000000 Penalty: 6010.194824
	Iteration 34Q: 3 clusters Score -2.308495e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 175486 members 
Entering Unmasked Estep 
Score: -23085476.000000 Penalty: 6010.194824
	Iteration 35Q: 3 clusters Score -2.308548e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 176720 members 
Entering Unmasked Estep 
Score: -23085944.000000 Penalty: 6010.194824
	Iteration 36Q: 3 clusters Score -2.308594e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 177642 members 
Entering Unmasked Estep 
Score: -23086232.000000 Penalty: 6010.194824
	Iteration 37Q: 3 clusters Score -2.308623e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 178333 members 
Entering Unmasked Estep 
Score: -23086564.000000 Penalty: 6010.194824
	Iteration 38Q: 3 clusters Score -2.308656e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 178885 members 
Entering Unmasked Estep 
Score: -23086840.000000 Penalty: 6010.194824
	Iteration 39Q: 3 clusters Score -2.308684e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 179314 members 
Entering Unmasked Estep 
Score: -23087054.000000 Penalty: 6010.194824
	Iteration 40F: 3 clusters Score -2.308705e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 179612 members 
Entering Unmasked Estep 
Score: -23087202.000000 Penalty: 6010.194824
	Iteration 41Q: 3 clusters Score -2.30872e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 179800 members 
Entering Unmasked Estep 
Score: -23087346.000000 Penalty: 6010.194824
	Iteration 42Q: 3 clusters Score -2.308735e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 179934 members 
Entering Unmasked Estep 
Score: -23087436.000000 Penalty: 6010.194824
	Iteration 43Q: 3 clusters Score -2.308744e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 180033 members 
Entering Unmasked Estep 
Score: -23087486.000000 Penalty: 6010.194824
	Iteration 44Q: 3 clusters Score -2.308749e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 180106 members 
Entering Unmasked Estep 
Score: -23087518.000000 Penalty: 6010.194824
	Iteration 45Q: 3 clusters Score -2.308752e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 180163 members 
Entering Unmasked Estep 
Score: -23087524.000000 Penalty: 6010.194824
	Iteration 46Q: 3 clusters Score -2.308752e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 180215 members 
Entering Unmasked Estep 
Score: -23087562.000000 Penalty: 6010.194824
	Iteration 47Q: 3 clusters Score -2.308756e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 180257 members 
Entering Unmasked Estep 
Score: -23087562.000000 Penalty: 6010.194824
	Iteration 48Q: 3 clusters Score -2.308756e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 180283 members 
Entering Unmasked Estep 
Score: -23087548.000000 Penalty: 6010.194824
	Iteration 49Q: 3 clusters Score -2.308755e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 180320 members 
Entering Unmasked Estep 
Score: -23087582.000000 Penalty: 6010.194824
	Iteration 50Q: 3 clusters Score -2.308758e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 180342 members 
Entering Unmasked Estep 
Score: -23087608.000000 Penalty: 6010.194824
	Iteration 51Q: 3 clusters Score -2.308761e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 180365 members 
Entering Unmasked Estep 
Score: -23087602.000000 Penalty: 6010.194824
	Iteration 52Q: 3 clusters Score -2.30876e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 180386 members 
Entering Unmasked Estep 
Score: -23087614.000000 Penalty: 6010.194824
	Iteration 53Q: 3 clusters Score -2.308761e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 180392 members 
Entering Unmasked Estep 
Score: -23087640.000000 Penalty: 6010.194824
	Iteration 54Q: 3 clusters Score -2.308764e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 180400 members 
Entering Unmasked Estep 
Score: -23087660.000000 Penalty: 6010.194824
	Iteration 55Q: 3 clusters Score -2.308766e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 180409 members 
Entering Unmasked Estep 
Score: -23087658.000000 Penalty: 6010.194824
	Iteration 56Q: 3 clusters Score -2.308766e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 180424 members 
Entering Unmasked Estep 
Score: -23087666.000000 Penalty: 6010.194824
	Iteration 57Q: 3 clusters Score -2.308767e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 180440 members 
Entering Unmasked Estep 
Score: -23087688.000000 Penalty: 6010.194824
	Iteration 58Q: 3 clusters Score -2.308769e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 180445 members 
Entering Unmasked Estep 
Score: -23087678.000000 Penalty: 6010.194824
	Iteration 59Q: 3 clusters Score -2.308768e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 180455 members 
Entering Unmasked Estep 
Score: -23087688.000000 Penalty: 6010.194824
	Iteration 60F: 3 clusters Score -2.308769e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 180470 members 
Entering Unmasked Estep 
Score: -23087678.000000 Penalty: 6010.194824
	Iteration 61Q: 3 clusters Score -2.308768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 180478 members 
Entering Unmasked Estep 
Score: -23087696.000000 Penalty: 6010.194824
	Iteration 62Q: 3 clusters Score -2.30877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 180487 members 
Entering Unmasked Estep 
Score: -23087690.000000 Penalty: 6010.194824
	Iteration 63Q: 3 clusters Score -2.308769e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 180496 members 
Entering Unmasked Estep 
Score: -23087698.000000 Penalty: 6010.194824
	Iteration 64Q: 3 clusters Score -2.30877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 180502 members 
Entering Unmasked Estep 
Score: -23087672.000000 Penalty: 6010.194824
	Iteration 65Q: 3 clusters Score -2.308767e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 180512 members 
Entering Unmasked Estep 
Score: -23087654.000000 Penalty: 6010.194824
	Iteration 66Q: 3 clusters Score -2.308765e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 180517 members 
Entering Unmasked Estep 
Score: -23087652.000000 Penalty: 6010.194824
	Iteration 67Q: 3 clusters Score -2.308765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 180521 members 
Entering Unmasked Estep 
Score: -23087636.000000 Penalty: 6010.194824
	Iteration 68Q: 3 clusters Score -2.308764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 180522 members 
Entering Unmasked Estep 
Score: -23087634.000000 Penalty: 6010.194824
	Iteration 69Q: 3 clusters Score -2.308763e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 180528 members 
Entering Unmasked Estep 
Score: -23087628.000000 Penalty: 6010.194824
	Iteration 70Q: 3 clusters Score -2.308763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 180533 members 
Entering Unmasked Estep 
Score: -23087642.000000 Penalty: 6010.194824
	Iteration 71Q: 3 clusters Score -2.308764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 180533 members 
Entering Unmasked Estep 
Score: -23087650.000000 Penalty: 6010.194824
	Iteration 72Q: 3 clusters Score -2.308765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 180534 members 
Entering Unmasked Estep 
Score: -23087652.000000 Penalty: 6010.194824
	Iteration 73Q: 3 clusters Score -2.308765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 180536 members 
Entering Unmasked Estep 
Score: -23087662.000000 Penalty: 6010.194824
	Iteration 74Q: 3 clusters Score -2.308766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 180536 members 
Entering Unmasked Estep 
Score: -23087664.000000 Penalty: 6010.194824
	Iteration 75Q: 3 clusters Score -2.308766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 180536 members 
Entering Unmasked Estep 
Score: -23087664.000000 Penalty: 6010.194824
	Iteration 76Q: 3 clusters Score -2.308766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 180536 members 
Entering Unmasked Estep 
Score: -23087664.000000 Penalty: 6010.194824
	Iteration 77F: 3 clusters Score -2.308766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (172130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172130 members 
Entering Unmasked Estep 
Score: -21711928.000000 Penalty: 2989.889404
	Iteration 0F: 2 clusters Score -2.171193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86355 members 
Mstep: Class 2 contains 85775 members 
Entering Unmasked Estep 
Score: -21597426.000000 Penalty: 5979.778809
	Iteration 0F: 3 clusters Score -2.159743e+07 nChanged 82554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92357 members 
Mstep: Class 2 contains 79773 members 
Entering Unmasked Estep 
Score: -21646612.000000 Penalty: 5979.778809
	Iteration 1F: 3 clusters Score -2.164661e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95950 members 
Mstep: Class 2 contains 76180 members 
Entering Unmasked Estep 
Score: -21649286.000000 Penalty: 5979.778809
	Iteration 2Q: 3 clusters Score -2.164929e+07 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101143 members 
Mstep: Class 2 contains 70987 members 
Entering Unmasked Estep 
Score: -21652866.000000 Penalty: 5979.778809
	Iteration 3Q: 3 clusters Score -2.165287e+07 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108240 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -21658126.000000 Penalty: 5979.778809
	Iteration 4F: 3 clusters Score -2.165813e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117101 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -21665464.000000 Penalty: 5979.778809
	Iteration 5F: 3 clusters Score -2.166546e+07 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127388 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -21673682.000000 Penalty: 5979.778809
	Iteration 6F: 3 clusters Score -2.167368e+07 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137761 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -21682326.000000 Penalty: 5979.778809
	Iteration 7F: 3 clusters Score -2.168233e+07 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147316 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -21690792.000000 Penalty: 5979.778809
	Iteration 8F: 3 clusters Score -2.169079e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155064 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -21697560.000000 Penalty: 5979.778809
	Iteration 9Q: 3 clusters Score -2.169756e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161027 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -21702210.000000 Penalty: 5979.778809
	Iteration 10Q: 3 clusters Score -2.170221e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165089 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -21705146.000000 Penalty: 5979.778809
	Iteration 11Q: 3 clusters Score -2.170515e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167737 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -21707030.000000 Penalty: 5979.778809
	Iteration 12Q: 3 clusters Score -2.170703e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169389 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -21708096.000000 Penalty: 5979.778809
	Iteration 13Q: 3 clusters Score -2.17081e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170321 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -21708670.000000 Penalty: 5979.778809
	Iteration 14Q: 3 clusters Score -2.170867e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170810 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -21708942.000000 Penalty: 5979.778809
	Iteration 15Q: 3 clusters Score -2.170894e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171089 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -21709102.000000 Penalty: 5979.778809
	Iteration 16Q: 3 clusters Score -2.17091e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171257 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -21709230.000000 Penalty: 5979.778809
	Iteration 17Q: 3 clusters Score -2.170923e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171368 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -21709282.000000 Penalty: 5979.778809
	Iteration 18Q: 3 clusters Score -2.170928e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171424 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -21709342.000000 Penalty: 5979.778809
	Iteration 19Q: 3 clusters Score -2.170934e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171466 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -21709334.000000 Penalty: 5979.778809
	Iteration 20F: 3 clusters Score -2.170933e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171487 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -21709376.000000 Penalty: 5979.778809
	Iteration 21Q: 3 clusters Score -2.170938e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171506 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -21709402.000000 Penalty: 5979.778809
	Iteration 22Q: 3 clusters Score -2.17094e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171521 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -21709400.000000 Penalty: 5979.778809
	Iteration 23Q: 3 clusters Score -2.17094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171532 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -21709422.000000 Penalty: 5979.778809
	Iteration 24Q: 3 clusters Score -2.170942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171537 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -21709410.000000 Penalty: 5979.778809
	Iteration 25Q: 3 clusters Score -2.170941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171542 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -21709424.000000 Penalty: 5979.778809
	Iteration 26Q: 3 clusters Score -2.170942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171547 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -21709426.000000 Penalty: 5979.778809
	Iteration 27Q: 3 clusters Score -2.170943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171550 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -21709426.000000 Penalty: 5979.778809
	Iteration 28Q: 3 clusters Score -2.170943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171552 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -21709430.000000 Penalty: 5979.778809
	Iteration 29Q: 3 clusters Score -2.170943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171553 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -21709420.000000 Penalty: 5979.778809
	Iteration 30Q: 3 clusters Score -2.170942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171554 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -21709418.000000 Penalty: 5979.778809
	Iteration 31Q: 3 clusters Score -2.170942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171556 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -21709424.000000 Penalty: 5979.778809
	Iteration 32Q: 3 clusters Score -2.170942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171561 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -21709438.000000 Penalty: 5979.778809
	Iteration 33Q: 3 clusters Score -2.170944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171563 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -21709450.000000 Penalty: 5979.778809
	Iteration 34Q: 3 clusters Score -2.170945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171568 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -21709440.000000 Penalty: 5979.778809
	Iteration 35Q: 3 clusters Score -2.170944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171575 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -21709448.000000 Penalty: 5979.778809
	Iteration 36Q: 3 clusters Score -2.170945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171581 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -21709436.000000 Penalty: 5979.778809
	Iteration 37Q: 3 clusters Score -2.170944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171584 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -21709440.000000 Penalty: 5979.778809
	Iteration 38Q: 3 clusters Score -2.170944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171584 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -21709446.000000 Penalty: 5979.778809
	Iteration 39Q: 3 clusters Score -2.170945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171584 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -21709446.000000 Penalty: 5979.778809
	Iteration 40F: 3 clusters Score -2.170945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Entering Unmasked Estep 
Score: -1490401.250000 Penalty: 2339.603027
	Iteration 0F: 2 clusters Score -1490401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1481228.000000 Penalty: 4679.206055
	Iteration 0F: 3 clusters Score -1481228 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1484210.125000 Penalty: 4679.206055
	Iteration 1F: 3 clusters Score -1484210 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1484749.375000 Penalty: 4679.206055
	Iteration 2F: 3 clusters Score -1484749 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1485167.500000 Penalty: 4679.206055
	Iteration 3F: 3 clusters Score -1485168 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1485508.875000 Penalty: 4679.206055
	Iteration 4F: 3 clusters Score -1485509 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1485751.000000 Penalty: 4679.206055
	Iteration 5Q: 3 clusters Score -1485751 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1486023.625000 Penalty: 4679.206055
	Iteration 6Q: 3 clusters Score -1486024 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1486345.625000 Penalty: 4679.206055
	Iteration 7Q: 3 clusters Score -1486346 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1486803.875000 Penalty: 4679.206055
	Iteration 8F: 3 clusters Score -1486804 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1487474.375000 Penalty: 4679.206055
	Iteration 9F: 3 clusters Score -1487474 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1488186.875000 Penalty: 4679.206055
	Iteration 10F: 3 clusters Score -1488187 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1488860.125000 Penalty: 4679.206055
	Iteration 11F: 3 clusters Score -1488860 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1489295.125000 Penalty: 4679.206055
	Iteration 12Q: 3 clusters Score -1489295 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1489553.625000 Penalty: 4679.206055
	Iteration 13Q: 3 clusters Score -1489554 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1489727.250000 Penalty: 4679.206055
	Iteration 14Q: 3 clusters Score -1489727 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1489843.250000 Penalty: 4679.206055
	Iteration 15Q: 3 clusters Score -1489843 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1489927.125000 Penalty: 4679.206055
	Iteration 16Q: 3 clusters Score -1489927 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1489982.625000 Penalty: 4679.206055
	Iteration 17Q: 3 clusters Score -1489983 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1490031.125000 Penalty: 4679.206055
	Iteration 18Q: 3 clusters Score -1490031 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1490071.375000 Penalty: 4679.206055
	Iteration 19Q: 3 clusters Score -1490071 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1490105.125000 Penalty: 4679.206055
	Iteration 20F: 3 clusters Score -1490105 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1490123.625000 Penalty: 4679.206055
	Iteration 21Q: 3 clusters Score -1490124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1490147.375000 Penalty: 4679.206055
	Iteration 22Q: 3 clusters Score -1490147 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1490164.125000 Penalty: 4679.206055
	Iteration 23Q: 3 clusters Score -1490164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1490169.000000 Penalty: 4679.206055
	Iteration 24Q: 3 clusters Score -1490169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1490175.750000 Penalty: 4679.206055
	Iteration 25Q: 3 clusters Score -1490176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1490184.500000 Penalty: 4679.206055
	Iteration 26Q: 3 clusters Score -1490184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1490188.500000 Penalty: 4679.206055
	Iteration 27Q: 3 clusters Score -1490188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1490186.000000 Penalty: 4679.206055
	Iteration 28Q: 3 clusters Score -1490186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1490188.000000 Penalty: 4679.206055
	Iteration 29Q: 3 clusters Score -1490188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1490193.875000 Penalty: 4679.206055
	Iteration 30Q: 3 clusters Score -1490194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1490192.125000 Penalty: 4679.206055
	Iteration 31Q: 3 clusters Score -1490192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1490193.875000 Penalty: 4679.206055
	Iteration 32Q: 3 clusters Score -1490194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1490195.125000 Penalty: 4679.206055
	Iteration 33Q: 3 clusters Score -1490195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1490196.625000 Penalty: 4679.206055
	Iteration 34Q: 3 clusters Score -1490197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1490197.250000 Penalty: 4679.206055
	Iteration 35Q: 3 clusters Score -1490197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1490198.875000 Penalty: 4679.206055
	Iteration 36Q: 3 clusters Score -1490199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1490203.375000 Penalty: 4679.206055
	Iteration 37Q: 3 clusters Score -1490203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1490204.625000 Penalty: 4679.206055
	Iteration 38Q: 3 clusters Score -1490205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1490202.375000 Penalty: 4679.206055
	Iteration 39Q: 3 clusters Score -1490202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1490203.000000 Penalty: 4679.206055
	Iteration 40F: 3 clusters Score -1490203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1490203.625000 Penalty: 4679.206055
	Iteration 41Q: 3 clusters Score -1490204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1490203.625000 Penalty: 4679.206055
	Iteration 42F: 3 clusters Score -1490204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -43856.921875 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -43856.92 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 233 members 
Entering Unmasked Estep 
Score: -42398.359375 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -42398.36 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42924.812500 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -42924.81 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43416.597656 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -43416.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -43701.785156 Penalty: 3062.197998
	Iteration 3F: 3 clusters Score -43701.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -44012.117188 Penalty: 3062.197998
	Iteration 4F: 3 clusters Score -44012.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -44364.843750 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -44364.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -44409.371094 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -44409.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -44435.484375 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -44435.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -44456.894531 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -44456.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -44503.371094 Penalty: 3062.197998
	Iteration 9Q: 3 clusters Score -44503.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -44503.371094 Penalty: 3062.197998
	Iteration 10F: 3 clusters Score -44503.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 308295 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59897 members 
Mstep: Class 7 contains 45437 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40095 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183016 members 
Mstep: Class 14 contains 122 members 
Mstep: Class 15 contains 172130 members 
Mstep: Class 16 contains 12505 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 33525 members 
Mstep: Class 19 contains 11391 members 
Mstep: Class 23 contains 51580 members 
Mstep: Class 24 contains 5551 members 
Entering Unmasked Estep 
Score: -119304312.000000 Penalty: 71765.531250
Splitting cluster 17 changes total score from -119305576.000000 to -119304312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (33525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Entering Unmasked Estep 
Score: -4269479.500000 Penalty: 2584.171631
	Iteration 0F: 2 clusters Score -4269480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -4246741.000000 Penalty: 5168.343262
	Iteration 0F: 3 clusters Score -4246741 nChanged 15105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -4254966.000000 Penalty: 5168.343262
	Iteration 1F: 3 clusters Score -4254966 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -4255538.000000 Penalty: 5168.343262
	Iteration 2Q: 3 clusters Score -4255538 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -4256077.000000 Penalty: 5168.343262
	Iteration 3Q: 3 clusters Score -4256077 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -4256759.000000 Penalty: 5168.343262
	Iteration 4Q: 3 clusters Score -4256759 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -4257646.000000 Penalty: 5168.343262
	Iteration 5F: 3 clusters Score -4257646 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -4259039.500000 Penalty: 5168.343262
	Iteration 6F: 3 clusters Score -4259040 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -4260919.000000 Penalty: 5168.343262
	Iteration 7F: 3 clusters Score -4260919 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -4263083.500000 Penalty: 5168.343262
	Iteration 8F: 3 clusters Score -4263084 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4265034.500000 Penalty: 5168.343262
	Iteration 9F: 3 clusters Score -4265034 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4266232.500000 Penalty: 5168.343262
	Iteration 10Q: 3 clusters Score -4266232 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4266825.500000 Penalty: 5168.343262
	Iteration 11Q: 3 clusters Score -4266826 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4267095.000000 Penalty: 5168.343262
	Iteration 12Q: 3 clusters Score -4267095 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4267216.500000 Penalty: 5168.343262
	Iteration 13Q: 3 clusters Score -4267216 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4267278.500000 Penalty: 5168.343262
	Iteration 14Q: 3 clusters Score -4267278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4267318.500000 Penalty: 5168.343262
	Iteration 15Q: 3 clusters Score -4267318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4267343.000000 Penalty: 5168.343262
	Iteration 16Q: 3 clusters Score -4267343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4267353.500000 Penalty: 5168.343262
	Iteration 17Q: 3 clusters Score -4267354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4267365.500000 Penalty: 5168.343262
	Iteration 18Q: 3 clusters Score -4267366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4267382.000000 Penalty: 5168.343262
	Iteration 19Q: 3 clusters Score -4267382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4267399.000000 Penalty: 5168.343262
	Iteration 20F: 3 clusters Score -4267399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4267418.500000 Penalty: 5168.343262
	Iteration 21Q: 3 clusters Score -4267418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4267432.500000 Penalty: 5168.343262
	Iteration 22Q: 3 clusters Score -4267432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4267439.500000 Penalty: 5168.343262
	Iteration 23Q: 3 clusters Score -4267440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4267437.500000 Penalty: 5168.343262
	Iteration 24Q: 3 clusters Score -4267438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4267439.500000 Penalty: 5168.343262
	Iteration 25Q: 3 clusters Score -4267440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4267440.000000 Penalty: 5168.343262
	Iteration 26Q: 3 clusters Score -4267440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4267439.500000 Penalty: 5168.343262
	Iteration 27Q: 3 clusters Score -4267440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4267448.000000 Penalty: 5168.343262
	Iteration 28Q: 3 clusters Score -4267448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4267449.000000 Penalty: 5168.343262
	Iteration 29Q: 3 clusters Score -4267449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4267449.500000 Penalty: 5168.343262
	Iteration 30Q: 3 clusters Score -4267450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4267450.500000 Penalty: 5168.343262
	Iteration 31Q: 3 clusters Score -4267450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4267455.500000 Penalty: 5168.343262
	Iteration 32Q: 3 clusters Score -4267456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4267459.000000 Penalty: 5168.343262
	Iteration 33Q: 3 clusters Score -4267459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4267458.000000 Penalty: 5168.343262
	Iteration 34Q: 3 clusters Score -4267458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4267464.500000 Penalty: 5168.343262
	Iteration 35Q: 3 clusters Score -4267464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4267465.000000 Penalty: 5168.343262
	Iteration 36Q: 3 clusters Score -4267465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4267469.500000 Penalty: 5168.343262
	Iteration 37Q: 3 clusters Score -4267470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4267469.000000 Penalty: 5168.343262
	Iteration 38Q: 3 clusters Score -4267469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4267467.500000 Penalty: 5168.343262
	Iteration 39Q: 3 clusters Score -4267468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4267471.000000 Penalty: 5168.343262
	Iteration 40F: 3 clusters Score -4267471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Entering Unmasked Estep 
Score: -1440785.500000 Penalty: 2316.463623
	Iteration 0F: 2 clusters Score -1440786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1432267.500000 Penalty: 4632.927246
	Iteration 0F: 3 clusters Score -1432268 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1434748.500000 Penalty: 4632.927246
	Iteration 1F: 3 clusters Score -1434748 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1435088.125000 Penalty: 4632.927246
	Iteration 2F: 3 clusters Score -1435088 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1435373.250000 Penalty: 4632.927246
	Iteration 3F: 3 clusters Score -1435373 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1435667.875000 Penalty: 4632.927246
	Iteration 4Q: 3 clusters Score -1435668 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1435994.000000 Penalty: 4632.927246
	Iteration 5Q: 3 clusters Score -1435994 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1436392.875000 Penalty: 4632.927246
	Iteration 6F: 3 clusters Score -1436393 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1436824.500000 Penalty: 4632.927246
	Iteration 7F: 3 clusters Score -1436824 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1437336.375000 Penalty: 4632.927246
	Iteration 8F: 3 clusters Score -1437336 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1437883.250000 Penalty: 4632.927246
	Iteration 9F: 3 clusters Score -1437883 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1438320.875000 Penalty: 4632.927246
	Iteration 10Q: 3 clusters Score -1438321 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1438604.500000 Penalty: 4632.927246
	Iteration 11Q: 3 clusters Score -1438604 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1438774.125000 Penalty: 4632.927246
	Iteration 12Q: 3 clusters Score -1438774 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1438869.875000 Penalty: 4632.927246
	Iteration 13Q: 3 clusters Score -1438870 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1438926.375000 Penalty: 4632.927246
	Iteration 14Q: 3 clusters Score -1438926 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1438961.000000 Penalty: 4632.927246
	Iteration 15Q: 3 clusters Score -1438961 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1438976.125000 Penalty: 4632.927246
	Iteration 16Q: 3 clusters Score -1438976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1438994.250000 Penalty: 4632.927246
	Iteration 17Q: 3 clusters Score -1438994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1439008.500000 Penalty: 4632.927246
	Iteration 18Q: 3 clusters Score -1439008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1439021.625000 Penalty: 4632.927246
	Iteration 19Q: 3 clusters Score -1439022 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1439032.500000 Penalty: 4632.927246
	Iteration 20F: 3 clusters Score -1439032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1439043.750000 Penalty: 4632.927246
	Iteration 21Q: 3 clusters Score -1439044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1439050.125000 Penalty: 4632.927246
	Iteration 22Q: 3 clusters Score -1439050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1439055.125000 Penalty: 4632.927246
	Iteration 23Q: 3 clusters Score -1439055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1439058.750000 Penalty: 4632.927246
	Iteration 24Q: 3 clusters Score -1439059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1439059.625000 Penalty: 4632.927246
	Iteration 25Q: 3 clusters Score -1439060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1439061.500000 Penalty: 4632.927246
	Iteration 26Q: 3 clusters Score -1439062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1439063.625000 Penalty: 4632.927246
	Iteration 27Q: 3 clusters Score -1439064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1439066.375000 Penalty: 4632.927246
	Iteration 28Q: 3 clusters Score -1439066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1439066.250000 Penalty: 4632.927246
	Iteration 29Q: 3 clusters Score -1439066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1439068.500000 Penalty: 4632.927246
	Iteration 30Q: 3 clusters Score -1439068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1439069.500000 Penalty: 4632.927246
	Iteration 31Q: 3 clusters Score -1439070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1439065.625000 Penalty: 4632.927246
	Iteration 32Q: 3 clusters Score -1439066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1439069.500000 Penalty: 4632.927246
	Iteration 33Q: 3 clusters Score -1439070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1439066.625000 Penalty: 4632.927246
	Iteration 34Q: 3 clusters Score -1439067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1439069.125000 Penalty: 4632.927246
	Iteration 35Q: 3 clusters Score -1439069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1439071.000000 Penalty: 4632.927246
	Iteration 36Q: 3 clusters Score -1439071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1439072.500000 Penalty: 4632.927246
	Iteration 37Q: 3 clusters Score -1439072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1439068.500000 Penalty: 4632.927246
	Iteration 38Q: 3 clusters Score -1439068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1439070.375000 Penalty: 4632.927246
	Iteration 39Q: 3 clusters Score -1439070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1439071.250000 Penalty: 4632.927246
	Iteration 40F: 3 clusters Score -1439071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1439069.750000 Penalty: 4632.927246
	Iteration 41Q: 3 clusters Score -1439070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1439070.250000 Penalty: 4632.927246
	Iteration 42Q: 3 clusters Score -1439070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1439069.500000 Penalty: 4632.927246
	Iteration 43Q: 3 clusters Score -1439070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1439069.500000 Penalty: 4632.927246
	Iteration 44F: 3 clusters Score -1439070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (51580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Entering Unmasked Estep 
Score: -6572076.500000 Penalty: 2691.020508
	Iteration 0F: 2 clusters Score -6572076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -6537393.500000 Penalty: 5382.041016
	Iteration 0F: 3 clusters Score -6537394 nChanged 23916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -6550456.000000 Penalty: 5382.041016
	Iteration 1F: 3 clusters Score -6550456 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -6550994.000000 Penalty: 5382.041016
	Iteration 2Q: 3 clusters Score -6550994 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -6551535.500000 Penalty: 5382.041016
	Iteration 3Q: 3 clusters Score -6551536 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -6552245.500000 Penalty: 5382.041016
	Iteration 4Q: 3 clusters Score -6552246 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -6553030.000000 Penalty: 5382.041016
	Iteration 5Q: 3 clusters Score -6553030 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -6554250.500000 Penalty: 5382.041016
	Iteration 6Q: 3 clusters Score -6554250 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -6555880.000000 Penalty: 5382.041016
	Iteration 7F: 3 clusters Score -6555880 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -6558051.000000 Penalty: 5382.041016
	Iteration 8F: 3 clusters Score -6558051 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -6560725.500000 Penalty: 5382.041016
	Iteration 9F: 3 clusters Score -6560726 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -6563427.000000 Penalty: 5382.041016
	Iteration 10F: 3 clusters Score -6563427 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -6565332.000000 Penalty: 5382.041016
	Iteration 11Q: 3 clusters Score -6565332 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -6566395.500000 Penalty: 5382.041016
	Iteration 12Q: 3 clusters Score -6566396 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -6566968.000000 Penalty: 5382.041016
	Iteration 13Q: 3 clusters Score -6566968 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -6567381.500000 Penalty: 5382.041016
	Iteration 14Q: 3 clusters Score -6567382 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -6567674.500000 Penalty: 5382.041016
	Iteration 15Q: 3 clusters Score -6567674 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -6567855.500000 Penalty: 5382.041016
	Iteration 16Q: 3 clusters Score -6567856 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -6568074.500000 Penalty: 5382.041016
	Iteration 17Q: 3 clusters Score -6568074 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -6568259.500000 Penalty: 5382.041016
	Iteration 18Q: 3 clusters Score -6568260 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -6568401.500000 Penalty: 5382.041016
	Iteration 19Q: 3 clusters Score -6568402 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -6568605.500000 Penalty: 5382.041016
	Iteration 20F: 3 clusters Score -6568606 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -6568764.000000 Penalty: 5382.041016
	Iteration 21Q: 3 clusters Score -6568764 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -6568932.500000 Penalty: 5382.041016
	Iteration 22Q: 3 clusters Score -6568932 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -6569085.500000 Penalty: 5382.041016
	Iteration 23Q: 3 clusters Score -6569086 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -6569250.500000 Penalty: 5382.041016
	Iteration 24Q: 3 clusters Score -6569250 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -6569362.500000 Penalty: 5382.041016
	Iteration 25Q: 3 clusters Score -6569362 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -6569470.500000 Penalty: 5382.041016
	Iteration 26Q: 3 clusters Score -6569470 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -6569559.000000 Penalty: 5382.041016
	Iteration 27Q: 3 clusters Score -6569559 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -6569677.000000 Penalty: 5382.041016
	Iteration 28Q: 3 clusters Score -6569677 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -6569758.500000 Penalty: 5382.041016
	Iteration 29Q: 3 clusters Score -6569758 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -6569832.500000 Penalty: 5382.041016
	Iteration 30Q: 3 clusters Score -6569832 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -6569900.000000 Penalty: 5382.041016
	Iteration 31Q: 3 clusters Score -6569900 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -6569970.000000 Penalty: 5382.041016
	Iteration 32Q: 3 clusters Score -6569970 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -6569986.000000 Penalty: 5382.041016
	Iteration 33Q: 3 clusters Score -6569986 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6570051.000000 Penalty: 5382.041016
	Iteration 34Q: 3 clusters Score -6570051 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6570122.000000 Penalty: 5382.041016
	Iteration 35Q: 3 clusters Score -6570122 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6570174.500000 Penalty: 5382.041016
	Iteration 36Q: 3 clusters Score -6570174 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6570241.000000 Penalty: 5382.041016
	Iteration 37Q: 3 clusters Score -6570241 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6570298.500000 Penalty: 5382.041016
	Iteration 38Q: 3 clusters Score -6570298 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6570352.000000 Penalty: 5382.041016
	Iteration 39Q: 3 clusters Score -6570352 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6570397.500000 Penalty: 5382.041016
	Iteration 40F: 3 clusters Score -6570398 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50348 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6570427.500000 Penalty: 5382.041016
	Iteration 41Q: 3 clusters Score -6570428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6570447.000000 Penalty: 5382.041016
	Iteration 42Q: 3 clusters Score -6570447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6570473.000000 Penalty: 5382.041016
	Iteration 43Q: 3 clusters Score -6570473 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6570477.000000 Penalty: 5382.041016
	Iteration 44Q: 3 clusters Score -6570477 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6570515.500000 Penalty: 5382.041016
	Iteration 45Q: 3 clusters Score -6570516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6570534.000000 Penalty: 5382.041016
	Iteration 46Q: 3 clusters Score -6570534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6570551.000000 Penalty: 5382.041016
	Iteration 47Q: 3 clusters Score -6570551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6570556.000000 Penalty: 5382.041016
	Iteration 48Q: 3 clusters Score -6570556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6570566.000000 Penalty: 5382.041016
	Iteration 49Q: 3 clusters Score -6570566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6570566.500000 Penalty: 5382.041016
	Iteration 50Q: 3 clusters Score -6570566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6570568.500000 Penalty: 5382.041016
	Iteration 51Q: 3 clusters Score -6570568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6570572.500000 Penalty: 5382.041016
	Iteration 52Q: 3 clusters Score -6570572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6570579.500000 Penalty: 5382.041016
	Iteration 53Q: 3 clusters Score -6570580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6570583.500000 Penalty: 5382.041016
	Iteration 54Q: 3 clusters Score -6570584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6570578.500000 Penalty: 5382.041016
	Iteration 55Q: 3 clusters Score -6570578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6570586.500000 Penalty: 5382.041016
	Iteration 56Q: 3 clusters Score -6570586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6570584.500000 Penalty: 5382.041016
	Iteration 57Q: 3 clusters Score -6570584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6570584.500000 Penalty: 5382.041016
	Iteration 58F: 3 clusters Score -6570584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Entering Unmasked Estep 
Score: -668062.062500 Penalty: 2138.189941
	Iteration 0F: 2 clusters Score -668062.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -663253.500000 Penalty: 4276.379883
	Iteration 0F: 3 clusters Score -663253.5 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -664480.000000 Penalty: 4276.379883
	Iteration 1F: 3 clusters Score -664480 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -664750.375000 Penalty: 4276.379883
	Iteration 2F: 3 clusters Score -664750.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -665015.750000 Penalty: 4276.379883
	Iteration 3F: 3 clusters Score -665015.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -665256.062500 Penalty: 4276.379883
	Iteration 4Q: 3 clusters Score -665256.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -665429.687500 Penalty: 4276.379883
	Iteration 5Q: 3 clusters Score -665429.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -665614.000000 Penalty: 4276.379883
	Iteration 6Q: 3 clusters Score -665614 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -665793.125000 Penalty: 4276.379883
	Iteration 7Q: 3 clusters Score -665793.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -665969.062500 Penalty: 4276.379883
	Iteration 8Q: 3 clusters Score -665969.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -666141.625000 Penalty: 4276.379883
	Iteration 9Q: 3 clusters Score -666141.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -666293.062500 Penalty: 4276.379883
	Iteration 10Q: 3 clusters Score -666293.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -666422.062500 Penalty: 4276.379883
	Iteration 11Q: 3 clusters Score -666422.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -666526.437500 Penalty: 4276.379883
	Iteration 12Q: 3 clusters Score -666526.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -666604.187500 Penalty: 4276.379883
	Iteration 13Q: 3 clusters Score -666604.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -666650.812500 Penalty: 4276.379883
	Iteration 14Q: 3 clusters Score -666650.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -666697.500000 Penalty: 4276.379883
	Iteration 15Q: 3 clusters Score -666697.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -666736.625000 Penalty: 4276.379883
	Iteration 16Q: 3 clusters Score -666736.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -666765.500000 Penalty: 4276.379883
	Iteration 17Q: 3 clusters Score -666765.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -666788.187500 Penalty: 4276.379883
	Iteration 18Q: 3 clusters Score -666788.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -666806.375000 Penalty: 4276.379883
	Iteration 19Q: 3 clusters Score -666806.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -666821.875000 Penalty: 4276.379883
	Iteration 20F: 3 clusters Score -666821.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -666830.875000 Penalty: 4276.379883
	Iteration 21Q: 3 clusters Score -666830.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -666835.937500 Penalty: 4276.379883
	Iteration 22Q: 3 clusters Score -666835.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -666840.687500 Penalty: 4276.379883
	Iteration 23Q: 3 clusters Score -666840.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -666843.437500 Penalty: 4276.379883
	Iteration 24Q: 3 clusters Score -666843.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -666846.875000 Penalty: 4276.379883
	Iteration 25Q: 3 clusters Score -666846.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -666849.625000 Penalty: 4276.379883
	Iteration 26Q: 3 clusters Score -666849.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -666854.875000 Penalty: 4276.379883
	Iteration 27Q: 3 clusters Score -666854.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -666864.875000 Penalty: 4276.379883
	Iteration 28Q: 3 clusters Score -666864.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -666867.312500 Penalty: 4276.379883
	Iteration 29Q: 3 clusters Score -666867.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -666869.312500 Penalty: 4276.379883
	Iteration 30Q: 3 clusters Score -666869.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -666869.312500 Penalty: 4276.379883
	Iteration 31F: 3 clusters Score -666869.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 308295 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59897 members 
Mstep: Class 7 contains 45437 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40095 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 183016 members 
Mstep: Class 15 contains 172130 members 
Mstep: Class 16 contains 12505 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33525 members 
Mstep: Class 19 contains 11391 members 
Mstep: Class 23 contains 51580 members 
Mstep: Class 24 contains 5551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305576.000000 Penalty: 68348.125000
Iteration 119Q: 21 clusters Score -1.193056e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 308302 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59901 members 
Mstep: Class 7 contains 45436 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40101 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182998 members 
Mstep: Class 15 contains 172116 members 
Mstep: Class 16 contains 12505 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33525 members 
Mstep: Class 19 contains 11401 members 
Mstep: Class 23 contains 51576 members 
Mstep: Class 24 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305584.000000 Penalty: 68348.125000
Iteration 120F: 21 clusters Score -1.193056e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 308296 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59900 members 
Mstep: Class 7 contains 45435 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40105 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182991 members 
Mstep: Class 15 contains 172108 members 
Mstep: Class 16 contains 12505 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33528 members 
Mstep: Class 19 contains 11408 members 
Mstep: Class 23 contains 51575 members 
Mstep: Class 24 contains 5565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305616.000000 Penalty: 68348.125000
Iteration 121Q: 21 clusters Score -1.193056e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 308284 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59899 members 
Mstep: Class 7 contains 45434 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40105 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182985 members 
Mstep: Class 15 contains 172110 members 
Mstep: Class 16 contains 12505 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33528 members 
Mstep: Class 19 contains 11415 members 
Mstep: Class 23 contains 51575 members 
Mstep: Class 24 contains 5575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305552.000000 Penalty: 68348.125000
Iteration 122Q: 21 clusters Score -1.193056e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 308285 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59896 members 
Mstep: Class 7 contains 45435 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40109 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182976 members 
Mstep: Class 15 contains 172102 members 
Mstep: Class 16 contains 12505 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33529 members 
Mstep: Class 19 contains 11418 members 
Mstep: Class 23 contains 51577 members 
Mstep: Class 24 contains 5585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305576.000000 Penalty: 68348.125000
Iteration 123Q: 21 clusters Score -1.193056e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 308301 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59895 members 
Mstep: Class 7 contains 45431 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40115 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182964 members 
Mstep: Class 15 contains 172094 members 
Mstep: Class 16 contains 12504 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33528 members 
Mstep: Class 19 contains 11419 members 
Mstep: Class 23 contains 51574 members 
Mstep: Class 24 contains 5594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305624.000000 Penalty: 68348.125000
Iteration 124Q: 21 clusters Score -1.193056e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 308303 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59894 members 
Mstep: Class 7 contains 45427 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40116 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182949 members 
Mstep: Class 15 contains 172097 members 
Mstep: Class 16 contains 12504 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33528 members 
Mstep: Class 19 contains 11427 members 
Mstep: Class 23 contains 51571 members 
Mstep: Class 24 contains 5602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305632.000000 Penalty: 68348.125000
Iteration 125Q: 21 clusters Score -1.193056e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 308293 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59896 members 
Mstep: Class 7 contains 45423 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40116 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182938 members 
Mstep: Class 15 contains 172104 members 
Mstep: Class 16 contains 12505 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33531 members 
Mstep: Class 19 contains 11434 members 
Mstep: Class 23 contains 51570 members 
Mstep: Class 24 contains 5609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305536.000000 Penalty: 68348.125000
Iteration 126Q: 21 clusters Score -1.193055e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 308272 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59891 members 
Mstep: Class 7 contains 45422 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40121 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182933 members 
Mstep: Class 15 contains 172113 members 
Mstep: Class 16 contains 12507 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33535 members 
Mstep: Class 19 contains 11436 members 
Mstep: Class 23 contains 51572 members 
Mstep: Class 24 contains 5619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305512.000000 Penalty: 68348.125000
Iteration 127Q: 21 clusters Score -1.193055e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 308246 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59893 members 
Mstep: Class 7 contains 45419 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40124 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182925 members 
Mstep: Class 15 contains 172130 members 
Mstep: Class 16 contains 12507 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33533 members 
Mstep: Class 19 contains 11440 members 
Mstep: Class 23 contains 51576 members 
Mstep: Class 24 contains 5625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305616.000000 Penalty: 68348.125000
Iteration 128Q: 21 clusters Score -1.193056e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 308227 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59892 members 
Mstep: Class 7 contains 45418 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40129 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182913 members 
Mstep: Class 15 contains 172143 members 
Mstep: Class 16 contains 12507 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33534 members 
Mstep: Class 19 contains 11444 members 
Mstep: Class 23 contains 51578 members 
Mstep: Class 24 contains 5632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305632.000000 Penalty: 68348.125000
Iteration 129Q: 21 clusters Score -1.193056e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 308221 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59890 members 
Mstep: Class 7 contains 45417 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40136 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182902 members 
Mstep: Class 15 contains 172145 members 
Mstep: Class 16 contains 12507 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33534 members 
Mstep: Class 19 contains 11449 members 
Mstep: Class 23 contains 51576 members 
Mstep: Class 24 contains 5640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305640.000000 Penalty: 68348.125000
Iteration 130Q: 21 clusters Score -1.193056e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 308224 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59883 members 
Mstep: Class 7 contains 45413 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40144 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182886 members 
Mstep: Class 15 contains 172140 members 
Mstep: Class 16 contains 12506 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33535 members 
Mstep: Class 19 contains 11456 members 
Mstep: Class 23 contains 51576 members 
Mstep: Class 24 contains 5653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305504.000000 Penalty: 68348.125000
Iteration 131Q: 21 clusters Score -1.193055e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 308226 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59878 members 
Mstep: Class 7 contains 45411 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40149 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182868 members 
Mstep: Class 15 contains 172138 members 
Mstep: Class 16 contains 12506 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33536 members 
Mstep: Class 19 contains 11462 members 
Mstep: Class 23 contains 51577 members 
Mstep: Class 24 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305632.000000 Penalty: 68348.125000
Iteration 132Q: 21 clusters Score -1.193056e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 308228 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59879 members 
Mstep: Class 7 contains 45412 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40153 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182851 members 
Mstep: Class 15 contains 172135 members 
Mstep: Class 16 contains 12506 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33540 members 
Mstep: Class 19 contains 11463 members 
Mstep: Class 23 contains 51577 members 
Mstep: Class 24 contains 5671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305448.000000 Penalty: 68348.125000
Iteration 133Q: 21 clusters Score -1.193054e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 308215 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59888 members 
Mstep: Class 7 contains 45407 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40159 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182837 members 
Mstep: Class 15 contains 172138 members 
Mstep: Class 16 contains 12506 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33541 members 
Mstep: Class 19 contains 11467 members 
Mstep: Class 23 contains 51578 members 
Mstep: Class 24 contains 5677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305528.000000 Penalty: 68348.125000
Iteration 134Q: 21 clusters Score -1.193055e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 308206 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59891 members 
Mstep: Class 7 contains 45405 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40166 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182826 members 
Mstep: Class 15 contains 172138 members 
Mstep: Class 16 contains 12505 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33541 members 
Mstep: Class 19 contains 11472 members 
Mstep: Class 23 contains 51581 members 
Mstep: Class 24 contains 5682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305504.000000 Penalty: 68348.125000
Iteration 135Q: 21 clusters Score -1.193055e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 308209 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59892 members 
Mstep: Class 7 contains 45404 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40167 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182817 members 
Mstep: Class 15 contains 172133 members 
Mstep: Class 16 contains 12504 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33541 members 
Mstep: Class 19 contains 11477 members 
Mstep: Class 23 contains 51584 members 
Mstep: Class 24 contains 5686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305504.000000 Penalty: 68348.125000
Iteration 136Q: 21 clusters Score -1.193055e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 308215 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59888 members 
Mstep: Class 7 contains 45404 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40168 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182802 members 
Mstep: Class 15 contains 172129 members 
Mstep: Class 16 contains 12504 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33542 members 
Mstep: Class 19 contains 11483 members 
Mstep: Class 23 contains 51586 members 
Mstep: Class 24 contains 5692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305448.000000 Penalty: 68348.125000
Iteration 137Q: 21 clusters Score -1.193054e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 308218 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59887 members 
Mstep: Class 7 contains 45404 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40172 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182788 members 
Mstep: Class 15 contains 172122 members 
Mstep: Class 16 contains 12504 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33540 members 
Mstep: Class 19 contains 11493 members 
Mstep: Class 23 contains 51587 members 
Mstep: Class 24 contains 5697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305448.000000 Penalty: 68348.125000
Iteration 138Q: 21 clusters Score -1.193054e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 308213 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59889 members 
Mstep: Class 7 contains 45404 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40178 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182779 members 
Mstep: Class 15 contains 172115 members 
Mstep: Class 16 contains 12504 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33540 members 
Mstep: Class 19 contains 11499 members 
Mstep: Class 23 contains 51587 members 
Mstep: Class 24 contains 5702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305472.000000 Penalty: 68348.125000
Iteration 139Q: 21 clusters Score -1.193055e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 308226 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59887 members 
Mstep: Class 7 contains 45401 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40186 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182771 members 
Mstep: Class 15 contains 172105 members 
Mstep: Class 16 contains 12504 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33539 members 
Mstep: Class 19 contains 11504 members 
Mstep: Class 23 contains 51583 members 
Mstep: Class 24 contains 5704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305456.000000 Penalty: 68348.125000
Iteration 140F: 21 clusters Score -1.193055e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 308221 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59889 members 
Mstep: Class 7 contains 45401 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40189 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182761 members 
Mstep: Class 15 contains 172102 members 
Mstep: Class 16 contains 12504 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33542 members 
Mstep: Class 19 contains 11512 members 
Mstep: Class 23 contains 51581 members 
Mstep: Class 24 contains 5707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305520.000000 Penalty: 68348.125000
Iteration 141Q: 21 clusters Score -1.193055e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 308218 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59894 members 
Mstep: Class 7 contains 45402 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40191 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182753 members 
Mstep: Class 15 contains 172097 members 
Mstep: Class 16 contains 12504 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33542 members 
Mstep: Class 19 contains 11517 members 
Mstep: Class 23 contains 51582 members 
Mstep: Class 24 contains 5708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305488.000000 Penalty: 68348.125000
Iteration 142Q: 21 clusters Score -1.193055e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 308233 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59893 members 
Mstep: Class 7 contains 45401 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40193 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182738 members 
Mstep: Class 15 contains 172091 members 
Mstep: Class 16 contains 12504 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33541 members 
Mstep: Class 19 contains 11520 members 
Mstep: Class 23 contains 51583 members 
Mstep: Class 24 contains 5709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305552.000000 Penalty: 68348.125000
Iteration 143Q: 21 clusters Score -1.193056e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 308233 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59894 members 
Mstep: Class 7 contains 45400 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40194 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182729 members 
Mstep: Class 15 contains 172088 members 
Mstep: Class 16 contains 12503 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33542 members 
Mstep: Class 19 contains 11527 members 
Mstep: Class 23 contains 51585 members 
Mstep: Class 24 contains 5710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305632.000000 Penalty: 68348.125000
Iteration 144Q: 21 clusters Score -1.193056e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 308247 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59891 members 
Mstep: Class 7 contains 45399 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40194 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182713 members 
Mstep: Class 15 contains 172077 members 
Mstep: Class 16 contains 12500 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33545 members 
Mstep: Class 19 contains 11539 members 
Mstep: Class 23 contains 51586 members 
Mstep: Class 24 contains 5713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305656.000000 Penalty: 68348.125000
Iteration 145Q: 21 clusters Score -1.193057e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 308253 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59889 members 
Mstep: Class 7 contains 45397 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40198 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182697 members 
Mstep: Class 15 contains 172065 members 
Mstep: Class 16 contains 12501 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33543 members 
Mstep: Class 19 contains 11556 members 
Mstep: Class 23 contains 51584 members 
Mstep: Class 24 contains 5715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305696.000000 Penalty: 68348.125000
Iteration 146Q: 21 clusters Score -1.193057e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 308263 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59890 members 
Mstep: Class 7 contains 45396 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40204 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182681 members 
Mstep: Class 15 contains 172050 members 
Mstep: Class 16 contains 12501 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33545 members 
Mstep: Class 19 contains 11571 members 
Mstep: Class 23 contains 51582 members 
Mstep: Class 24 contains 5716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305608.000000 Penalty: 68348.125000
Iteration 147Q: 21 clusters Score -1.193056e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 308269 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59892 members 
Mstep: Class 7 contains 45397 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40208 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182661 members 
Mstep: Class 15 contains 172040 members 
Mstep: Class 16 contains 12500 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33550 members 
Mstep: Class 19 contains 11583 members 
Mstep: Class 23 contains 51581 members 
Mstep: Class 24 contains 5717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305656.000000 Penalty: 68348.125000
Iteration 148Q: 21 clusters Score -1.193057e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 308262 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59899 members 
Mstep: Class 7 contains 45399 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40212 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182650 members 
Mstep: Class 15 contains 172032 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33557 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 23 contains 51580 members 
Mstep: Class 24 contains 5718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305680.000000 Penalty: 68348.125000
Iteration 149Q: 21 clusters Score -1.193057e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 308257 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59905 members 
Mstep: Class 7 contains 45400 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40215 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182635 members 
Mstep: Class 15 contains 172028 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33561 members 
Mstep: Class 19 contains 11595 members 
Mstep: Class 23 contains 51585 members 
Mstep: Class 24 contains 5719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305560.000000 Penalty: 68348.125000
Iteration 150Q: 21 clusters Score -1.193056e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 308254 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59905 members 
Mstep: Class 7 contains 45396 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40219 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182622 members 
Mstep: Class 15 contains 172020 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33563 members 
Mstep: Class 19 contains 11608 members 
Mstep: Class 23 contains 51589 members 
Mstep: Class 24 contains 5724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305616.000000 Penalty: 68348.125000
Iteration 151Q: 21 clusters Score -1.193056e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 308257 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59901 members 
Mstep: Class 7 contains 45394 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40224 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182620 members 
Mstep: Class 15 contains 172001 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33565 members 
Mstep: Class 19 contains 11618 members 
Mstep: Class 23 contains 51591 members 
Mstep: Class 24 contains 5727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305664.000000 Penalty: 68348.125000
Iteration 152Q: 21 clusters Score -1.193057e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 308257 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59899 members 
Mstep: Class 7 contains 45393 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40228 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182609 members 
Mstep: Class 15 contains 171989 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33566 members 
Mstep: Class 19 contains 11631 members 
Mstep: Class 23 contains 51595 members 
Mstep: Class 24 contains 5730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305712.000000 Penalty: 68348.125000
Iteration 153Q: 21 clusters Score -1.193057e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 308262 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59898 members 
Mstep: Class 7 contains 45394 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40230 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182599 members 
Mstep: Class 15 contains 171985 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33566 members 
Mstep: Class 19 contains 11633 members 
Mstep: Class 23 contains 51597 members 
Mstep: Class 24 contains 5733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305776.000000 Penalty: 68348.125000
Iteration 154Q: 21 clusters Score -1.193058e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 308269 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59898 members 
Mstep: Class 7 contains 45393 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40232 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182586 members 
Mstep: Class 15 contains 171976 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33565 members 
Mstep: Class 19 contains 11643 members 
Mstep: Class 23 contains 51598 members 
Mstep: Class 24 contains 5736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305752.000000 Penalty: 68348.125000
Iteration 155Q: 21 clusters Score -1.193058e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 308279 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59893 members 
Mstep: Class 7 contains 45395 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40236 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182577 members 
Mstep: Class 15 contains 171967 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33569 members 
Mstep: Class 19 contains 11648 members 
Mstep: Class 23 contains 51594 members 
Mstep: Class 24 contains 5739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305744.000000 Penalty: 68348.125000
Iteration 156Q: 21 clusters Score -1.193057e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 308295 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59893 members 
Mstep: Class 7 contains 45394 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40237 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182570 members 
Mstep: Class 15 contains 171950 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33570 members 
Mstep: Class 19 contains 11657 members 
Mstep: Class 23 contains 51590 members 
Mstep: Class 24 contains 5742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305696.000000 Penalty: 68348.125000
Iteration 157Q: 21 clusters Score -1.193057e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 308295 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59897 members 
Mstep: Class 7 contains 45393 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40239 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182556 members 
Mstep: Class 15 contains 171943 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33570 members 
Mstep: Class 19 contains 11673 members 
Mstep: Class 23 contains 51590 members 
Mstep: Class 24 contains 5743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305696.000000 Penalty: 68348.125000
Iteration 158Q: 21 clusters Score -1.193057e+08 nChanged 75
Entering ConstructFrom: 
Score: -119305696.000000 Penalty: 68348.125000
Entering ConstructFrom: 
Trying to split cluster 1 (32958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Entering Unmasked Estep 
Score: -4200852.500000 Penalty: 2579.941406
	Iteration 0F: 2 clusters Score -4200852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -4178351.500000 Penalty: 5159.882812
	Iteration 0F: 3 clusters Score -4178352 nChanged 14929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -4186505.500000 Penalty: 5159.882812
	Iteration 1F: 3 clusters Score -4186506 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -4187046.750000 Penalty: 5159.882812
	Iteration 2Q: 3 clusters Score -4187047 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -4187564.500000 Penalty: 5159.882812
	Iteration 3Q: 3 clusters Score -4187564 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -4188218.750000 Penalty: 5159.882812
	Iteration 4Q: 3 clusters Score -4188219 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -4189122.750000 Penalty: 5159.882812
	Iteration 5F: 3 clusters Score -4189123 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -4190490.750000 Penalty: 5159.882812
	Iteration 6F: 3 clusters Score -4190491 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -4192382.500000 Penalty: 5159.882812
	Iteration 7F: 3 clusters Score -4192382 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -4194565.000000 Penalty: 5159.882812
	Iteration 8F: 3 clusters Score -4194565 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -4196457.000000 Penalty: 5159.882812
	Iteration 9F: 3 clusters Score -4196457 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -4197625.500000 Penalty: 5159.882812
	Iteration 10Q: 3 clusters Score -4197626 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -4198151.500000 Penalty: 5159.882812
	Iteration 11Q: 3 clusters Score -4198152 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -4198417.000000 Penalty: 5159.882812
	Iteration 12Q: 3 clusters Score -4198417 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -4198558.000000 Penalty: 5159.882812
	Iteration 13Q: 3 clusters Score -4198558 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -4198657.500000 Penalty: 5159.882812
	Iteration 14Q: 3 clusters Score -4198658 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -4198723.000000 Penalty: 5159.882812
	Iteration 15Q: 3 clusters Score -4198723 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -4198746.000000 Penalty: 5159.882812
	Iteration 16Q: 3 clusters Score -4198746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -4198762.500000 Penalty: 5159.882812
	Iteration 17Q: 3 clusters Score -4198762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -4198770.000000 Penalty: 5159.882812
	Iteration 18Q: 3 clusters Score -4198770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -4198772.500000 Penalty: 5159.882812
	Iteration 19Q: 3 clusters Score -4198772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4198773.500000 Penalty: 5159.882812
	Iteration 20F: 3 clusters Score -4198774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -4198777.500000 Penalty: 5159.882812
	Iteration 21Q: 3 clusters Score -4198778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -4198777.500000 Penalty: 5159.882812
	Iteration 22F: 3 clusters Score -4198778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (308290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308290 members 
Entering Unmasked Estep 
Score: -38622488.000000 Penalty: 3134.421387
	Iteration 0F: 2 clusters Score -3.862249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153923 members 
Mstep: Class 2 contains 154367 members 
Entering Unmasked Estep 
Score: -38434376.000000 Penalty: 6268.842773
	Iteration 0F: 3 clusters Score -3.843438e+07 nChanged 149366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148193 members 
Mstep: Class 2 contains 160097 members 
Entering Unmasked Estep 
Score: -38522772.000000 Penalty: 6268.842773
	Iteration 1F: 3 clusters Score -3.852277e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144680 members 
Mstep: Class 2 contains 163610 members 
Entering Unmasked Estep 
Score: -38524768.000000 Penalty: 6268.842773
	Iteration 2Q: 3 clusters Score -3.852477e+07 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139107 members 
Mstep: Class 2 contains 169183 members 
Entering Unmasked Estep 
Score: -38527428.000000 Penalty: 6268.842773
	Iteration 3Q: 3 clusters Score -3.852743e+07 nChanged 11973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130576 members 
Mstep: Class 2 contains 177714 members 
Entering Unmasked Estep 
Score: -38532092.000000 Penalty: 6268.842773
	Iteration 4Q: 3 clusters Score -3.853209e+07 nChanged 15467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118307 members 
Mstep: Class 2 contains 189983 members 
Entering Unmasked Estep 
Score: -38539636.000000 Penalty: 6268.842773
	Iteration 5F: 3 clusters Score -3.853964e+07 nChanged 19225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102526 members 
Mstep: Class 2 contains 205764 members 
Entering Unmasked Estep 
Score: -38551104.000000 Penalty: 6268.842773
	Iteration 6F: 3 clusters Score -3.85511e+07 nChanged 21331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 223095 members 
Entering Unmasked Estep 
Score: -38566564.000000 Penalty: 6268.842773
	Iteration 7F: 3 clusters Score -3.856656e+07 nChanged 19734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70985 members 
Mstep: Class 2 contains 237305 members 
Entering Unmasked Estep 
Score: -38581556.000000 Penalty: 6268.842773
	Iteration 8F: 3 clusters Score -3.858156e+07 nChanged 15265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 245812 members 
Entering Unmasked Estep 
Score: -38590788.000000 Penalty: 6268.842773
	Iteration 9Q: 3 clusters Score -3.859079e+07 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57183 members 
Mstep: Class 2 contains 251107 members 
Entering Unmasked Estep 
Score: -38595016.000000 Penalty: 6268.842773
	Iteration 10Q: 3 clusters Score -3.859502e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 255457 members 
Entering Unmasked Estep 
Score: -38597060.000000 Penalty: 6268.842773
	Iteration 11Q: 3 clusters Score -3.859706e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 259658 members 
Entering Unmasked Estep 
Score: -38598264.000000 Penalty: 6268.842773
	Iteration 12Q: 3 clusters Score -3.859826e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 263541 members 
Entering Unmasked Estep 
Score: -38599624.000000 Penalty: 6268.842773
	Iteration 13Q: 3 clusters Score -3.859962e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 267407 members 
Entering Unmasked Estep 
Score: -38600800.000000 Penalty: 6268.842773
	Iteration 14Q: 3 clusters Score -3.86008e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 271072 members 
Entering Unmasked Estep 
Score: -38602424.000000 Penalty: 6268.842773
	Iteration 15Q: 3 clusters Score -3.860242e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 274575 members 
Entering Unmasked Estep 
Score: -38603964.000000 Penalty: 6268.842773
	Iteration 16Q: 3 clusters Score -3.860396e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 277854 members 
Entering Unmasked Estep 
Score: -38605360.000000 Penalty: 6268.842773
	Iteration 17Q: 3 clusters Score -3.860536e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 280960 members 
Entering Unmasked Estep 
Score: -38606808.000000 Penalty: 6268.842773
	Iteration 18Q: 3 clusters Score -3.860681e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 283994 members 
Entering Unmasked Estep 
Score: -38608292.000000 Penalty: 6268.842773
	Iteration 19Q: 3 clusters Score -3.860829e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 286867 members 
Entering Unmasked Estep 
Score: -38609868.000000 Penalty: 6268.842773
	Iteration 20F: 3 clusters Score -3.860987e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 289650 members 
Entering Unmasked Estep 
Score: -38611280.000000 Penalty: 6268.842773
	Iteration 21Q: 3 clusters Score -3.861128e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 292281 members 
Entering Unmasked Estep 
Score: -38612664.000000 Penalty: 6268.842773
	Iteration 22Q: 3 clusters Score -3.861266e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 294615 members 
Entering Unmasked Estep 
Score: -38613816.000000 Penalty: 6268.842773
	Iteration 23Q: 3 clusters Score -3.861382e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 296748 members 
Entering Unmasked Estep 
Score: -38615196.000000 Penalty: 6268.842773
	Iteration 24Q: 3 clusters Score -3.86152e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 298681 members 
Entering Unmasked Estep 
Score: -38616284.000000 Penalty: 6268.842773
	Iteration 25Q: 3 clusters Score -3.861628e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 300432 members 
Entering Unmasked Estep 
Score: -38617028.000000 Penalty: 6268.842773
	Iteration 26Q: 3 clusters Score -3.861703e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 302003 members 
Entering Unmasked Estep 
Score: -38617604.000000 Penalty: 6268.842773
	Iteration 27Q: 3 clusters Score -3.86176e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 303349 members 
Entering Unmasked Estep 
Score: -38618040.000000 Penalty: 6268.842773
	Iteration 28Q: 3 clusters Score -3.861804e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 304522 members 
Entering Unmasked Estep 
Score: -38618552.000000 Penalty: 6268.842773
	Iteration 29Q: 3 clusters Score -3.861855e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 305486 members 
Entering Unmasked Estep 
Score: -38619068.000000 Penalty: 6268.842773
	Iteration 30Q: 3 clusters Score -3.861907e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 306218 members 
Entering Unmasked Estep 
Score: -38619464.000000 Penalty: 6268.842773
	Iteration 31Q: 3 clusters Score -3.861946e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 306734 members 
Entering Unmasked Estep 
Score: -38619556.000000 Penalty: 6268.842773
	Iteration 32Q: 3 clusters Score -3.861956e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 307078 members 
Entering Unmasked Estep 
Score: -38619632.000000 Penalty: 6268.842773
	Iteration 33Q: 3 clusters Score -3.861963e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 307334 members 
Entering Unmasked Estep 
Score: -38619600.000000 Penalty: 6268.842773
	Iteration 34Q: 3 clusters Score -3.86196e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 307509 members 
Entering Unmasked Estep 
Score: -38619692.000000 Penalty: 6268.842773
	Iteration 35Q: 3 clusters Score -3.861969e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 307632 members 
Entering Unmasked Estep 
Score: -38619756.000000 Penalty: 6268.842773
	Iteration 36Q: 3 clusters Score -3.861976e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 307715 members 
Entering Unmasked Estep 
Score: -38619800.000000 Penalty: 6268.842773
	Iteration 37Q: 3 clusters Score -3.86198e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 307766 members 
Entering Unmasked Estep 
Score: -38619800.000000 Penalty: 6268.842773
	Iteration 38Q: 3 clusters Score -3.86198e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 307803 members 
Entering Unmasked Estep 
Score: -38619844.000000 Penalty: 6268.842773
	Iteration 39Q: 3 clusters Score -3.861984e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 307818 members 
Entering Unmasked Estep 
Score: -38619848.000000 Penalty: 6268.842773
	Iteration 40F: 3 clusters Score -3.861985e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 307835 members 
Entering Unmasked Estep 
Score: -38619844.000000 Penalty: 6268.842773
	Iteration 41Q: 3 clusters Score -3.861984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 307841 members 
Entering Unmasked Estep 
Score: -38619860.000000 Penalty: 6268.842773
	Iteration 42Q: 3 clusters Score -3.861986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 307842 members 
Entering Unmasked Estep 
Score: -38619848.000000 Penalty: 6268.842773
	Iteration 43Q: 3 clusters Score -3.861985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 307844 members 
Entering Unmasked Estep 
Score: -38619864.000000 Penalty: 6268.842773
	Iteration 44Q: 3 clusters Score -3.861986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 307846 members 
Entering Unmasked Estep 
Score: -38619852.000000 Penalty: 6268.842773
	Iteration 45Q: 3 clusters Score -3.861985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 307849 members 
Entering Unmasked Estep 
Score: -38619852.000000 Penalty: 6268.842773
	Iteration 46Q: 3 clusters Score -3.861985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 307852 members 
Entering Unmasked Estep 
Score: -38619864.000000 Penalty: 6268.842773
	Iteration 47Q: 3 clusters Score -3.861986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 307855 members 
Entering Unmasked Estep 
Score: -38619860.000000 Penalty: 6268.842773
	Iteration 48Q: 3 clusters Score -3.861986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 307859 members 
Entering Unmasked Estep 
Score: -38619872.000000 Penalty: 6268.842773
	Iteration 49Q: 3 clusters Score -3.861987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 307860 members 
Entering Unmasked Estep 
Score: -38619892.000000 Penalty: 6268.842773
	Iteration 50Q: 3 clusters Score -3.861989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 307863 members 
Entering Unmasked Estep 
Score: -38619908.000000 Penalty: 6268.842773
	Iteration 51Q: 3 clusters Score -3.861991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 307863 members 
Entering Unmasked Estep 
Score: -38619896.000000 Penalty: 6268.842773
	Iteration 52Q: 3 clusters Score -3.86199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 307863 members 
Entering Unmasked Estep 
Score: -38619896.000000 Penalty: 6268.842773
	Iteration 53F: 3 clusters Score -3.86199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -52354.765625 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -52354.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -50960.457031 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -50960.46 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51452.367188 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -51452.37 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51907.593750 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -51907.59 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52444.144531 Penalty: 3148.305176
	Iteration 3F: 3 clusters Score -52444.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -52785.132812 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -52785.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -53045.308594 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -53045.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -53161.941406 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -53161.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53382.910156 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -53382.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53642.210938 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -53642.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53642.210938 Penalty: 3148.305176
	Iteration 9F: 3 clusters Score -53642.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 308290 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59898 members 
Mstep: Class 7 contains 45395 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40242 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182554 members 
Mstep: Class 14 contains 240 members 
Mstep: Class 15 contains 171932 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33571 members 
Mstep: Class 19 contains 11684 members 
Mstep: Class 23 contains 51588 members 
Mstep: Class 24 contains 5745 members 
Entering Unmasked Estep 
Score: -119305072.000000 Penalty: 71765.531250
Splitting cluster 3 changes total score from -119305696.000000 to -119305072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -67724.179688 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -67724.18 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 288 members 
Entering Unmasked Estep 
Score: -66139.140625 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -66139.14 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66346.140625 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -66346.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66458.250000 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -66458.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66521.601562 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -66521.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66599.414062 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -66599.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66670.296875 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -66670.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66742.632812 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -66742.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66822.664062 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -66822.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66877.789062 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -66877.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66967.359375 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -66967.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -67013.695312 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -67013.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -67024.539062 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -67024.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -67068.296875 Penalty: 3178.630371
	Iteration 12Q: 3 clusters Score -67068.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67086.085938 Penalty: 3178.630371
	Iteration 13Q: 3 clusters Score -67086.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67099.828125 Penalty: 3178.630371
	Iteration 14Q: 3 clusters Score -67099.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67124.625000 Penalty: 3178.630371
	Iteration 15Q: 3 clusters Score -67124.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67142.265625 Penalty: 3178.630371
	Iteration 16Q: 3 clusters Score -67142.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67149.937500 Penalty: 3178.630371
	Iteration 17Q: 3 clusters Score -67149.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67154.812500 Penalty: 3178.630371
	Iteration 18Q: 3 clusters Score -67154.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67158.843750 Penalty: 3178.630371
	Iteration 19Q: 3 clusters Score -67158.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67158.843750 Penalty: 3178.630371
	Iteration 20F: 3 clusters Score -67158.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -48319.894531 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -48319.89 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 249 members 
Entering Unmasked Estep 
Score: -46841.640625 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -46841.64 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47107.812500 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -47107.81 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47307.089844 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -47307.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47450.359375 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -47450.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47592.968750 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -47592.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47695.574219 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -47695.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47745.578125 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -47745.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47797.656250 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -47797.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47846.246094 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -47846.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47862.578125 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -47862.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47882.343750 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -47882.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47913.753906 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -47913.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47965.386719 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -47965.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48096.003906 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -48096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48220.460938 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -48220.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48352.289062 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -48352.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -48357.429688 Penalty: 3080.457520
	Iteration 16Q: 3 clusters Score -48357.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48361.175781 Penalty: 3080.457520
	Iteration 17Q: 3 clusters Score -48361.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48361.175781 Penalty: 3080.457520
	Iteration 18F: 3 clusters Score -48361.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 308290 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 59898 members 
Mstep: Class 7 contains 45395 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40242 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182554 members 
Mstep: Class 14 contains 237 members 
Mstep: Class 15 contains 171932 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33571 members 
Mstep: Class 19 contains 11684 members 
Mstep: Class 23 contains 51588 members 
Mstep: Class 24 contains 5745 members 
Entering Unmasked Estep 
Score: -119303760.000000 Penalty: 71765.531250
Splitting cluster 5 changes total score from -119305696.000000 to -119303760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (59898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Entering Unmasked Estep 
Score: -7345989.000000 Penalty: 2728.098877
	Iteration 0F: 2 clusters Score -7345989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -7305633.500000 Penalty: 5456.197754
	Iteration 0F: 3 clusters Score -7305634 nChanged 27880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -7320919.500000 Penalty: 5456.197754
	Iteration 1F: 3 clusters Score -7320920 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -7321396.000000 Penalty: 5456.197754
	Iteration 2Q: 3 clusters Score -7321396 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -7321838.000000 Penalty: 5456.197754
	Iteration 3Q: 3 clusters Score -7321838 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -7322344.000000 Penalty: 5456.197754
	Iteration 4Q: 3 clusters Score -7322344 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -7322968.000000 Penalty: 5456.197754
	Iteration 5Q: 3 clusters Score -7322968 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -7323884.500000 Penalty: 5456.197754
	Iteration 6Q: 3 clusters Score -7323884 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -7325412.500000 Penalty: 5456.197754
	Iteration 7F: 3 clusters Score -7325412 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -7327858.500000 Penalty: 5456.197754
	Iteration 8F: 3 clusters Score -7327858 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -7331493.500000 Penalty: 5456.197754
	Iteration 9F: 3 clusters Score -7331494 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -7335796.000000 Penalty: 5456.197754
	Iteration 10F: 3 clusters Score -7335796 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -7339713.500000 Penalty: 5456.197754
	Iteration 11F: 3 clusters Score -7339714 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7342213.000000 Penalty: 5456.197754
	Iteration 12Q: 3 clusters Score -7342213 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7343222.500000 Penalty: 5456.197754
	Iteration 13Q: 3 clusters Score -7343222 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7343583.000000 Penalty: 5456.197754
	Iteration 14Q: 3 clusters Score -7343583 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59690 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7343740.500000 Penalty: 5456.197754
	Iteration 15Q: 3 clusters Score -7343740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59721 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -7343795.500000 Penalty: 5456.197754
	Iteration 16Q: 3 clusters Score -7343796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59736 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7343822.500000 Penalty: 5456.197754
	Iteration 17Q: 3 clusters Score -7343822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59740 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -7343837.500000 Penalty: 5456.197754
	Iteration 18Q: 3 clusters Score -7343838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7343852.500000 Penalty: 5456.197754
	Iteration 19Q: 3 clusters Score -7343852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7343863.500000 Penalty: 5456.197754
	Iteration 20F: 3 clusters Score -7343864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59746 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7343865.000000 Penalty: 5456.197754
	Iteration 21Q: 3 clusters Score -7343865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7343891.000000 Penalty: 5456.197754
	Iteration 22Q: 3 clusters Score -7343891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7343898.500000 Penalty: 5456.197754
	Iteration 23Q: 3 clusters Score -7343898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7343903.000000 Penalty: 5456.197754
	Iteration 24Q: 3 clusters Score -7343903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7343903.000000 Penalty: 5456.197754
	Iteration 25F: 3 clusters Score -7343903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Entering Unmasked Estep 
Score: -5770297.000000 Penalty: 2659.343018
	Iteration 0F: 2 clusters Score -5770297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -5739673.500000 Penalty: 5318.686035
	Iteration 0F: 3 clusters Score -5739674 nChanged 20827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -5751507.000000 Penalty: 5318.686035
	Iteration 1F: 3 clusters Score -5751507 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -5752490.000000 Penalty: 5318.686035
	Iteration 2Q: 3 clusters Score -5752490 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -5753802.500000 Penalty: 5318.686035
	Iteration 3F: 3 clusters Score -5753802 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -5755577.000000 Penalty: 5318.686035
	Iteration 4F: 3 clusters Score -5755577 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -5757861.500000 Penalty: 5318.686035
	Iteration 5F: 3 clusters Score -5757862 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -5760399.000000 Penalty: 5318.686035
	Iteration 6F: 3 clusters Score -5760399 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -5762787.500000 Penalty: 5318.686035
	Iteration 7F: 3 clusters Score -5762788 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -5764677.000000 Penalty: 5318.686035
	Iteration 8F: 3 clusters Score -5764677 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -5766078.500000 Penalty: 5318.686035
	Iteration 9Q: 3 clusters Score -5766078 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -5766852.000000 Penalty: 5318.686035
	Iteration 10Q: 3 clusters Score -5766852 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -5767241.500000 Penalty: 5318.686035
	Iteration 11Q: 3 clusters Score -5767242 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -5767501.000000 Penalty: 5318.686035
	Iteration 12Q: 3 clusters Score -5767501 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -5767685.000000 Penalty: 5318.686035
	Iteration 13Q: 3 clusters Score -5767685 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -5767877.500000 Penalty: 5318.686035
	Iteration 14Q: 3 clusters Score -5767878 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -5768051.000000 Penalty: 5318.686035
	Iteration 15Q: 3 clusters Score -5768051 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -5768219.000000 Penalty: 5318.686035
	Iteration 16Q: 3 clusters Score -5768219 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -5768374.500000 Penalty: 5318.686035
	Iteration 17Q: 3 clusters Score -5768374 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -5768499.000000 Penalty: 5318.686035
	Iteration 18Q: 3 clusters Score -5768499 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -5768583.000000 Penalty: 5318.686035
	Iteration 19Q: 3 clusters Score -5768583 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -5768656.000000 Penalty: 5318.686035
	Iteration 20F: 3 clusters Score -5768656 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -5768708.000000 Penalty: 5318.686035
	Iteration 21Q: 3 clusters Score -5768708 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5768761.500000 Penalty: 5318.686035
	Iteration 22Q: 3 clusters Score -5768762 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5768822.500000 Penalty: 5318.686035
	Iteration 23Q: 3 clusters Score -5768822 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -5768856.000000 Penalty: 5318.686035
	Iteration 24Q: 3 clusters Score -5768856 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5768904.500000 Penalty: 5318.686035
	Iteration 25Q: 3 clusters Score -5768904 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -5768916.500000 Penalty: 5318.686035
	Iteration 26Q: 3 clusters Score -5768916 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5768938.500000 Penalty: 5318.686035
	Iteration 27Q: 3 clusters Score -5768938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -5768948.000000 Penalty: 5318.686035
	Iteration 28Q: 3 clusters Score -5768948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5768964.500000 Penalty: 5318.686035
	Iteration 29Q: 3 clusters Score -5768964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5768984.000000 Penalty: 5318.686035
	Iteration 30Q: 3 clusters Score -5768984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5768993.000000 Penalty: 5318.686035
	Iteration 31Q: 3 clusters Score -5768993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5769006.000000 Penalty: 5318.686035
	Iteration 32Q: 3 clusters Score -5769006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5769011.000000 Penalty: 5318.686035
	Iteration 33Q: 3 clusters Score -5769011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5769023.000000 Penalty: 5318.686035
	Iteration 34Q: 3 clusters Score -5769023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5769022.500000 Penalty: 5318.686035
	Iteration 35Q: 3 clusters Score -5769022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5769029.500000 Penalty: 5318.686035
	Iteration 36Q: 3 clusters Score -5769030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5769035.500000 Penalty: 5318.686035
	Iteration 37Q: 3 clusters Score -5769036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5769026.000000 Penalty: 5318.686035
	Iteration 38Q: 3 clusters Score -5769026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5769038.000000 Penalty: 5318.686035
	Iteration 39Q: 3 clusters Score -5769038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5769028.000000 Penalty: 5318.686035
	Iteration 40F: 3 clusters Score -5769028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5769032.500000 Penalty: 5318.686035
	Iteration 41Q: 3 clusters Score -5769032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5769038.000000 Penalty: 5318.686035
	Iteration 42Q: 3 clusters Score -5769038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5769042.500000 Penalty: 5318.686035
	Iteration 43Q: 3 clusters Score -5769042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -5769038.000000 Penalty: 5318.686035
	Iteration 44Q: 3 clusters Score -5769038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -5769042.500000 Penalty: 5318.686035
	Iteration 45Q: 3 clusters Score -5769042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5769033.500000 Penalty: 5318.686035
	Iteration 46Q: 3 clusters Score -5769034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5769041.000000 Penalty: 5318.686035
	Iteration 47Q: 3 clusters Score -5769041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5769041.000000 Penalty: 5318.686035
	Iteration 48Q: 3 clusters Score -5769041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5769045.000000 Penalty: 5318.686035
	Iteration 49Q: 3 clusters Score -5769045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5769054.000000 Penalty: 5318.686035
	Iteration 50Q: 3 clusters Score -5769054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5769044.000000 Penalty: 5318.686035
	Iteration 51Q: 3 clusters Score -5769044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5769047.500000 Penalty: 5318.686035
	Iteration 52Q: 3 clusters Score -5769048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5769049.500000 Penalty: 5318.686035
	Iteration 53Q: 3 clusters Score -5769050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -5769047.500000 Penalty: 5318.686035
	Iteration 54Q: 3 clusters Score -5769048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5769036.000000 Penalty: 5318.686035
	Iteration 55Q: 3 clusters Score -5769036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5769037.500000 Penalty: 5318.686035
	Iteration 56Q: 3 clusters Score -5769038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5769041.000000 Penalty: 5318.686035
	Iteration 57Q: 3 clusters Score -5769041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5769037.000000 Penalty: 5318.686035
	Iteration 58Q: 3 clusters Score -5769037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5769041.000000 Penalty: 5318.686035
	Iteration 59Q: 3 clusters Score -5769041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5769041.000000 Penalty: 5318.686035
	Iteration 60F: 3 clusters Score -5769041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -89032.484375 Penalty: 1685.057495
	Iteration 0F: 2 clusters Score -89032.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -87262.429688 Penalty: 3370.114990
	Iteration 0F: 3 clusters Score -87262.43 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -88071.437500 Penalty: 3370.114990
	Iteration 1F: 3 clusters Score -88071.44 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88592.054688 Penalty: 3370.114990
	Iteration 2F: 3 clusters Score -88592.05 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -89198.078125 Penalty: 3370.114990
	Iteration 3F: 3 clusters Score -89198.08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -89589.406250 Penalty: 3370.114990
	Iteration 4F: 3 clusters Score -89589.41 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -89783.703125 Penalty: 3370.114990
	Iteration 5F: 3 clusters Score -89783.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -89872.664062 Penalty: 3370.114990
	Iteration 6Q: 3 clusters Score -89872.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -89909.835938 Penalty: 3370.114990
	Iteration 7Q: 3 clusters Score -89909.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -89958.445312 Penalty: 3370.114990
	Iteration 8Q: 3 clusters Score -89958.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -90021.453125 Penalty: 3370.114990
	Iteration 9Q: 3 clusters Score -90021.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -90160.218750 Penalty: 3370.114990
	Iteration 10Q: 3 clusters Score -90160.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -90214.078125 Penalty: 3370.114990
	Iteration 11Q: 3 clusters Score -90214.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -90219.546875 Penalty: 3370.114990
	Iteration 12Q: 3 clusters Score -90219.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -90220.234375 Penalty: 3370.114990
	Iteration 13Q: 3 clusters Score -90220.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -90221.343750 Penalty: 3370.114990
	Iteration 14Q: 3 clusters Score -90221.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -90223.585938 Penalty: 3370.114990
	Iteration 15Q: 3 clusters Score -90223.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -90223.585938 Penalty: 3370.114990
	Iteration 16F: 3 clusters Score -90223.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 308290 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59898 members 
Mstep: Class 7 contains 45395 members 
Mstep: Class 8 contains 425 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40242 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182554 members 
Mstep: Class 14 contains 468 members 
Mstep: Class 15 contains 171932 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33571 members 
Mstep: Class 19 contains 11684 members 
Mstep: Class 23 contains 51588 members 
Mstep: Class 24 contains 5745 members 
Entering Unmasked Estep 
Score: -119305040.000000 Penalty: 71765.531250
Splitting cluster 8 changes total score from -119305696.000000 to -119305040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -324227.968750 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -324228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -321128.843750 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -321128.8 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -321714.000000 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -321714 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -321884.500000 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -321884.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -322038.281250 Penalty: 3917.059082
	Iteration 3F: 3 clusters Score -322038.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -322181.093750 Penalty: 3917.059082
	Iteration 4Q: 3 clusters Score -322181.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -322333.000000 Penalty: 3917.059082
	Iteration 5Q: 3 clusters Score -322333 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -322469.718750 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -322469.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -322624.437500 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -322624.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -322762.656250 Penalty: 3917.059082
	Iteration 8Q: 3 clusters Score -322762.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -322929.062500 Penalty: 3917.059082
	Iteration 9Q: 3 clusters Score -322929.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -323109.093750 Penalty: 3917.059082
	Iteration 10Q: 3 clusters Score -323109.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -323294.343750 Penalty: 3917.059082
	Iteration 11Q: 3 clusters Score -323294.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -323490.343750 Penalty: 3917.059082
	Iteration 12Q: 3 clusters Score -323490.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -323638.562500 Penalty: 3917.059082
	Iteration 13Q: 3 clusters Score -323638.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -323738.625000 Penalty: 3917.059082
	Iteration 14Q: 3 clusters Score -323738.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -323794.656250 Penalty: 3917.059082
	Iteration 15Q: 3 clusters Score -323794.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -323806.781250 Penalty: 3917.059082
	Iteration 16Q: 3 clusters Score -323806.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -323810.187500 Penalty: 3917.059082
	Iteration 17Q: 3 clusters Score -323810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -323811.625000 Penalty: 3917.059082
	Iteration 18Q: 3 clusters Score -323811.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -323814.531250 Penalty: 3917.059082
	Iteration 19Q: 3 clusters Score -323814.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -323815.312500 Penalty: 3917.059082
	Iteration 20F: 3 clusters Score -323815.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -323815.687500 Penalty: 3917.059082
	Iteration 21Q: 3 clusters Score -323815.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -323816.781250 Penalty: 3917.059082
	Iteration 22Q: 3 clusters Score -323816.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -323817.437500 Penalty: 3917.059082
	Iteration 23Q: 3 clusters Score -323817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -323818.625000 Penalty: 3917.059082
	Iteration 24Q: 3 clusters Score -323818.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -323819.156250 Penalty: 3917.059082
	Iteration 25Q: 3 clusters Score -323819.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -323819.093750 Penalty: 3917.059082
	Iteration 26Q: 3 clusters Score -323819.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -323819.093750 Penalty: 3917.059082
	Iteration 27F: 3 clusters Score -323819.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Entering Unmasked Estep 
Score: -5126420.500000 Penalty: 2629.461426
	Iteration 0F: 2 clusters Score -5126420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -5099120.000000 Penalty: 5258.922852
	Iteration 0F: 3 clusters Score -5099120 nChanged 18423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -5109303.000000 Penalty: 5258.922852
	Iteration 1F: 3 clusters Score -5109303 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -5109872.500000 Penalty: 5258.922852
	Iteration 2Q: 3 clusters Score -5109872 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -5110483.500000 Penalty: 5258.922852
	Iteration 3Q: 3 clusters Score -5110484 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -5111247.500000 Penalty: 5258.922852
	Iteration 4Q: 3 clusters Score -5111248 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -5112358.000000 Penalty: 5258.922852
	Iteration 5F: 3 clusters Score -5112358 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -5114022.500000 Penalty: 5258.922852
	Iteration 6F: 3 clusters Score -5114022 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -5116326.500000 Penalty: 5258.922852
	Iteration 7F: 3 clusters Score -5116326 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -5119037.500000 Penalty: 5258.922852
	Iteration 8F: 3 clusters Score -5119038 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -5121298.500000 Penalty: 5258.922852
	Iteration 9F: 3 clusters Score -5121298 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -5122624.500000 Penalty: 5258.922852
	Iteration 10Q: 3 clusters Score -5122624 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -5123425.500000 Penalty: 5258.922852
	Iteration 11Q: 3 clusters Score -5123426 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -5123844.500000 Penalty: 5258.922852
	Iteration 12Q: 3 clusters Score -5123844 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -5124076.000000 Penalty: 5258.922852
	Iteration 13Q: 3 clusters Score -5124076 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -5124241.500000 Penalty: 5258.922852
	Iteration 14Q: 3 clusters Score -5124242 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -5124323.500000 Penalty: 5258.922852
	Iteration 15Q: 3 clusters Score -5124324 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -5124391.000000 Penalty: 5258.922852
	Iteration 16Q: 3 clusters Score -5124391 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -5124442.000000 Penalty: 5258.922852
	Iteration 17Q: 3 clusters Score -5124442 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -5124479.000000 Penalty: 5258.922852
	Iteration 18Q: 3 clusters Score -5124479 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -5124526.500000 Penalty: 5258.922852
	Iteration 19Q: 3 clusters Score -5124526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -5124555.000000 Penalty: 5258.922852
	Iteration 20F: 3 clusters Score -5124555 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -5124569.500000 Penalty: 5258.922852
	Iteration 21Q: 3 clusters Score -5124570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -5124577.500000 Penalty: 5258.922852
	Iteration 22Q: 3 clusters Score -5124578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -5124582.500000 Penalty: 5258.922852
	Iteration 23Q: 3 clusters Score -5124582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -5124598.500000 Penalty: 5258.922852
	Iteration 24Q: 3 clusters Score -5124598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -5124607.500000 Penalty: 5258.922852
	Iteration 25Q: 3 clusters Score -5124608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -5124612.000000 Penalty: 5258.922852
	Iteration 26Q: 3 clusters Score -5124612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -5124609.500000 Penalty: 5258.922852
	Iteration 27Q: 3 clusters Score -5124610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -5124613.500000 Penalty: 5258.922852
	Iteration 28Q: 3 clusters Score -5124614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -5124612.000000 Penalty: 5258.922852
	Iteration 29Q: 3 clusters Score -5124612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -5124612.500000 Penalty: 5258.922852
	Iteration 30Q: 3 clusters Score -5124612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -5124610.000000 Penalty: 5258.922852
	Iteration 31Q: 3 clusters Score -5124610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -5124610.000000 Penalty: 5258.922852
	Iteration 32F: 3 clusters Score -5124610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -50179.160156 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -50179.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48703.250000 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -48703.25 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48853.855469 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -48853.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48957.312500 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -48957.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49034.265625 Penalty: 3054.911377
	Iteration 3Q: 3 clusters Score -49034.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49098.917969 Penalty: 3054.911377
	Iteration 4Q: 3 clusters Score -49098.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49156.640625 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -49156.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49221.671875 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -49221.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49358.640625 Penalty: 3054.911377
	Iteration 7Q: 3 clusters Score -49358.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49423.644531 Penalty: 3054.911377
	Iteration 8Q: 3 clusters Score -49423.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49514.425781 Penalty: 3054.911377
	Iteration 9Q: 3 clusters Score -49514.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49664.804688 Penalty: 3054.911377
	Iteration 10Q: 3 clusters Score -49664.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49735.937500 Penalty: 3054.911377
	Iteration 11Q: 3 clusters Score -49735.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49796.554688 Penalty: 3054.911377
	Iteration 12Q: 3 clusters Score -49796.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49894.328125 Penalty: 3054.911377
	Iteration 13Q: 3 clusters Score -49894.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50064.238281 Penalty: 3054.911377
	Iteration 14Q: 3 clusters Score -50064.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50330.308594 Penalty: 3054.911377
	Iteration 15Q: 3 clusters Score -50330.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50374.960938 Penalty: 3054.911377
	Iteration 16Q: 3 clusters Score -50374.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50461.886719 Penalty: 3054.911377
	Iteration 17Q: 3 clusters Score -50461.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50538.207031 Penalty: 3054.911377
	Iteration 18Q: 3 clusters Score -50538.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50586.492188 Penalty: 3054.911377
	Iteration 19Q: 3 clusters Score -50586.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50586.492188 Penalty: 3054.911377
	Iteration 20F: 3 clusters Score -50586.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 308290 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59898 members 
Mstep: Class 7 contains 45395 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40242 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182554 members 
Mstep: Class 14 contains 203 members 
Mstep: Class 15 contains 171932 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33571 members 
Mstep: Class 19 contains 11684 members 
Mstep: Class 23 contains 51588 members 
Mstep: Class 24 contains 5745 members 
Entering Unmasked Estep 
Score: -119304096.000000 Penalty: 71765.531250
Splitting cluster 11 changes total score from -119305696.000000 to -119304096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Entering Unmasked Estep 
Score: -287531.937500 Penalty: 1928.996460
	Iteration 0F: 2 clusters Score -287531.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -284645.375000 Penalty: 3857.992920
	Iteration 0F: 3 clusters Score -284645.4 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -285161.031250 Penalty: 3857.992920
	Iteration 1F: 3 clusters Score -285161 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -285319.375000 Penalty: 3857.992920
	Iteration 2F: 3 clusters Score -285319.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -285419.843750 Penalty: 3857.992920
	Iteration 3Q: 3 clusters Score -285419.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -285500.437500 Penalty: 3857.992920
	Iteration 4Q: 3 clusters Score -285500.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -285578.750000 Penalty: 3857.992920
	Iteration 5Q: 3 clusters Score -285578.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -285666.593750 Penalty: 3857.992920
	Iteration 6Q: 3 clusters Score -285666.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -285785.750000 Penalty: 3857.992920
	Iteration 7Q: 3 clusters Score -285785.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -285996.906250 Penalty: 3857.992920
	Iteration 8Q: 3 clusters Score -285996.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -286249.531250 Penalty: 3857.992920
	Iteration 9F: 3 clusters Score -286249.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -286458.500000 Penalty: 3857.992920
	Iteration 10Q: 3 clusters Score -286458.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -286674.937500 Penalty: 3857.992920
	Iteration 11F: 3 clusters Score -286674.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -286848.562500 Penalty: 3857.992920
	Iteration 12Q: 3 clusters Score -286848.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -286995.250000 Penalty: 3857.992920
	Iteration 13Q: 3 clusters Score -286995.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -287089.906250 Penalty: 3857.992920
	Iteration 14Q: 3 clusters Score -287089.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -287163.125000 Penalty: 3857.992920
	Iteration 15Q: 3 clusters Score -287163.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -287203.687500 Penalty: 3857.992920
	Iteration 16Q: 3 clusters Score -287203.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -287229.843750 Penalty: 3857.992920
	Iteration 17Q: 3 clusters Score -287229.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -287250.625000 Penalty: 3857.992920
	Iteration 18Q: 3 clusters Score -287250.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -287257.781250 Penalty: 3857.992920
	Iteration 19Q: 3 clusters Score -287257.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -287260.437500 Penalty: 3857.992920
	Iteration 20F: 3 clusters Score -287260.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -287262.343750 Penalty: 3857.992920
	Iteration 21Q: 3 clusters Score -287262.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -287262.968750 Penalty: 3857.992920
	Iteration 22Q: 3 clusters Score -287263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -287262.968750 Penalty: 3857.992920
	Iteration 23F: 3 clusters Score -287263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (182554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182554 members 
Entering Unmasked Estep 
Score: -23031350.000000 Penalty: 3004.470703
	Iteration 0F: 2 clusters Score -2.303135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91766 members 
Mstep: Class 2 contains 90788 members 
Entering Unmasked Estep 
Score: -22911280.000000 Penalty: 6008.941406
	Iteration 0F: 3 clusters Score -2.291128e+07 nChanged 87505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100971 members 
Mstep: Class 2 contains 81583 members 
Entering Unmasked Estep 
Score: -22963828.000000 Penalty: 6008.941406
	Iteration 1F: 3 clusters Score -2.296383e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106774 members 
Mstep: Class 2 contains 75780 members 
Entering Unmasked Estep 
Score: -22966326.000000 Penalty: 6008.941406
	Iteration 2Q: 3 clusters Score -2.296633e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115512 members 
Mstep: Class 2 contains 67042 members 
Entering Unmasked Estep 
Score: -22970690.000000 Penalty: 6008.941406
	Iteration 3F: 3 clusters Score -2.297069e+07 nChanged 12514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127874 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -22978788.000000 Penalty: 6008.941406
	Iteration 4F: 3 clusters Score -2.297879e+07 nChanged 16050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143906 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -22992304.000000 Penalty: 6008.941406
	Iteration 5F: 3 clusters Score -2.29923e+07 nChanged 16871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160773 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -23009046.000000 Penalty: 6008.941406
	Iteration 6F: 3 clusters Score -2.300905e+07 nChanged 12869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173642 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -23021404.000000 Penalty: 6008.941406
	Iteration 7F: 3 clusters Score -2.30214e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179740 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -23026546.000000 Penalty: 6008.941406
	Iteration 8Q: 3 clusters Score -2.302655e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181671 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -23028106.000000 Penalty: 6008.941406
	Iteration 9Q: 3 clusters Score -2.302811e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182167 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -23028470.000000 Penalty: 6008.941406
	Iteration 10Q: 3 clusters Score -2.302847e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182269 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23028614.000000 Penalty: 6008.941406
	Iteration 11Q: 3 clusters Score -2.302861e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182301 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23028674.000000 Penalty: 6008.941406
	Iteration 12Q: 3 clusters Score -2.302867e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182323 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -23028716.000000 Penalty: 6008.941406
	Iteration 13Q: 3 clusters Score -2.302872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182332 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -23028730.000000 Penalty: 6008.941406
	Iteration 14Q: 3 clusters Score -2.302873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182333 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -23028738.000000 Penalty: 6008.941406
	Iteration 15Q: 3 clusters Score -2.302874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182336 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23028730.000000 Penalty: 6008.941406
	Iteration 16Q: 3 clusters Score -2.302873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182336 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23028722.000000 Penalty: 6008.941406
	Iteration 17Q: 3 clusters Score -2.302872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182336 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -23028718.000000 Penalty: 6008.941406
	Iteration 18Q: 3 clusters Score -2.302872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182339 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -23028730.000000 Penalty: 6008.941406
	Iteration 19Q: 3 clusters Score -2.302873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182343 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23028746.000000 Penalty: 6008.941406
	Iteration 20F: 3 clusters Score -2.302875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182345 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23028748.000000 Penalty: 6008.941406
	Iteration 21Q: 3 clusters Score -2.302875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182347 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23028744.000000 Penalty: 6008.941406
	Iteration 22Q: 3 clusters Score -2.302874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182350 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23028778.000000 Penalty: 6008.941406
	Iteration 23Q: 3 clusters Score -2.302878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182351 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23028756.000000 Penalty: 6008.941406
	Iteration 24Q: 3 clusters Score -2.302876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182352 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23028760.000000 Penalty: 6008.941406
	Iteration 25Q: 3 clusters Score -2.302876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182351 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23028762.000000 Penalty: 6008.941406
	Iteration 26Q: 3 clusters Score -2.302876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182354 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23028780.000000 Penalty: 6008.941406
	Iteration 27Q: 3 clusters Score -2.302878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182357 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23028784.000000 Penalty: 6008.941406
	Iteration 28Q: 3 clusters Score -2.302878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182360 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23028782.000000 Penalty: 6008.941406
	Iteration 29Q: 3 clusters Score -2.302878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182361 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23028774.000000 Penalty: 6008.941406
	Iteration 30Q: 3 clusters Score -2.302877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182361 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23028774.000000 Penalty: 6008.941406
	Iteration 31F: 3 clusters Score -2.302877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (171932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171932 members 
Entering Unmasked Estep 
Score: -21687110.000000 Penalty: 2989.604004
	Iteration 0F: 2 clusters Score -2.168711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86056 members 
Mstep: Class 2 contains 85876 members 
Entering Unmasked Estep 
Score: -21572954.000000 Penalty: 5979.208008
	Iteration 0F: 3 clusters Score -2.157295e+07 nChanged 82547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87035 members 
Mstep: Class 2 contains 84897 members 
Entering Unmasked Estep 
Score: -21621216.000000 Penalty: 5979.208008
	Iteration 1F: 3 clusters Score -2.162122e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87457 members 
Mstep: Class 2 contains 84475 members 
Entering Unmasked Estep 
Score: -21622136.000000 Penalty: 5979.208008
	Iteration 2Q: 3 clusters Score -2.162214e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 83944 members 
Entering Unmasked Estep 
Score: -21623262.000000 Penalty: 5979.208008
	Iteration 3Q: 3 clusters Score -2.162326e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88760 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
Score: -21624434.000000 Penalty: 5979.208008
	Iteration 4Q: 3 clusters Score -2.162443e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89915 members 
Mstep: Class 2 contains 82017 members 
Entering Unmasked Estep 
Score: -21626040.000000 Penalty: 5979.208008
	Iteration 5Q: 3 clusters Score -2.162604e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91638 members 
Mstep: Class 2 contains 80294 members 
Entering Unmasked Estep 
Score: -21628258.000000 Penalty: 5979.208008
	Iteration 6Q: 3 clusters Score -2.162826e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94038 members 
Mstep: Class 2 contains 77894 members 
Entering Unmasked Estep 
Score: -21631416.000000 Penalty: 5979.208008
	Iteration 7Q: 3 clusters Score -2.163142e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97073 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
Score: -21635992.000000 Penalty: 5979.208008
	Iteration 8Q: 3 clusters Score -2.163599e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100678 members 
Mstep: Class 2 contains 71254 members 
Entering Unmasked Estep 
Score: -21642114.000000 Penalty: 5979.208008
	Iteration 9F: 3 clusters Score -2.164211e+07 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104338 members 
Mstep: Class 2 contains 67594 members 
Entering Unmasked Estep 
Score: -21649436.000000 Penalty: 5979.208008
	Iteration 10F: 3 clusters Score -2.164944e+07 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107391 members 
Mstep: Class 2 contains 64541 members 
Entering Unmasked Estep 
Score: -21656204.000000 Penalty: 5979.208008
	Iteration 11F: 3 clusters Score -2.16562e+07 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109655 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -21660268.000000 Penalty: 5979.208008
	Iteration 12Q: 3 clusters Score -2.166027e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111599 members 
Mstep: Class 2 contains 60333 members 
Entering Unmasked Estep 
Score: -21661918.000000 Penalty: 5979.208008
	Iteration 13Q: 3 clusters Score -2.166192e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113453 members 
Mstep: Class 2 contains 58479 members 
Entering Unmasked Estep 
Score: -21662838.000000 Penalty: 5979.208008
	Iteration 14Q: 3 clusters Score -2.166284e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115288 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -21663358.000000 Penalty: 5979.208008
	Iteration 15Q: 3 clusters Score -2.166336e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117125 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -21663816.000000 Penalty: 5979.208008
	Iteration 16Q: 3 clusters Score -2.166382e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119024 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -21664462.000000 Penalty: 5979.208008
	Iteration 17Q: 3 clusters Score -2.166446e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121063 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -21664950.000000 Penalty: 5979.208008
	Iteration 18Q: 3 clusters Score -2.166495e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123230 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -21665712.000000 Penalty: 5979.208008
	Iteration 19Q: 3 clusters Score -2.166571e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125518 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -21666396.000000 Penalty: 5979.208008
	Iteration 20F: 3 clusters Score -2.16664e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128013 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -21667044.000000 Penalty: 5979.208008
	Iteration 21Q: 3 clusters Score -2.166704e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130588 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -21667846.000000 Penalty: 5979.208008
	Iteration 22Q: 3 clusters Score -2.166785e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133365 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -21668904.000000 Penalty: 5979.208008
	Iteration 23Q: 3 clusters Score -2.16689e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136183 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -21669898.000000 Penalty: 5979.208008
	Iteration 24Q: 3 clusters Score -2.16699e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139073 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -21671020.000000 Penalty: 5979.208008
	Iteration 25Q: 3 clusters Score -2.167102e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142034 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -21672306.000000 Penalty: 5979.208008
	Iteration 26Q: 3 clusters Score -2.167231e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145066 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -21673568.000000 Penalty: 5979.208008
	Iteration 27Q: 3 clusters Score -2.167357e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147982 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -21674982.000000 Penalty: 5979.208008
	Iteration 28Q: 3 clusters Score -2.167498e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150848 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -21676224.000000 Penalty: 5979.208008
	Iteration 29Q: 3 clusters Score -2.167622e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153425 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -21677378.000000 Penalty: 5979.208008
	Iteration 30Q: 3 clusters Score -2.167738e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155787 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -21678556.000000 Penalty: 5979.208008
	Iteration 31Q: 3 clusters Score -2.167856e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157958 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -21679570.000000 Penalty: 5979.208008
	Iteration 32Q: 3 clusters Score -2.167957e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159893 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -21680412.000000 Penalty: 5979.208008
	Iteration 33Q: 3 clusters Score -2.168041e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161565 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -21681214.000000 Penalty: 5979.208008
	Iteration 34Q: 3 clusters Score -2.168121e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163073 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -21681840.000000 Penalty: 5979.208008
	Iteration 35Q: 3 clusters Score -2.168184e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164351 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -21682356.000000 Penalty: 5979.208008
	Iteration 36Q: 3 clusters Score -2.168236e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165389 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -21682724.000000 Penalty: 5979.208008
	Iteration 37Q: 3 clusters Score -2.168272e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166289 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -21683046.000000 Penalty: 5979.208008
	Iteration 38Q: 3 clusters Score -2.168305e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167031 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -21683332.000000 Penalty: 5979.208008
	Iteration 39Q: 3 clusters Score -2.168333e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167680 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -21683562.000000 Penalty: 5979.208008
	Iteration 40F: 3 clusters Score -2.168356e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168239 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -21683822.000000 Penalty: 5979.208008
	Iteration 41Q: 3 clusters Score -2.168382e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168712 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -21683978.000000 Penalty: 5979.208008
	Iteration 42Q: 3 clusters Score -2.168398e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169090 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -21684120.000000 Penalty: 5979.208008
	Iteration 43Q: 3 clusters Score -2.168412e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169367 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -21684186.000000 Penalty: 5979.208008
	Iteration 44Q: 3 clusters Score -2.168419e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169563 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -21684250.000000 Penalty: 5979.208008
	Iteration 45Q: 3 clusters Score -2.168425e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169740 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -21684356.000000 Penalty: 5979.208008
	Iteration 46Q: 3 clusters Score -2.168436e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169864 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -21684388.000000 Penalty: 5979.208008
	Iteration 47Q: 3 clusters Score -2.168439e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169977 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -21684494.000000 Penalty: 5979.208008
	Iteration 48Q: 3 clusters Score -2.168449e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170077 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -21684518.000000 Penalty: 5979.208008
	Iteration 49Q: 3 clusters Score -2.168452e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170166 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -21684524.000000 Penalty: 5979.208008
	Iteration 50Q: 3 clusters Score -2.168452e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170234 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -21684550.000000 Penalty: 5979.208008
	Iteration 51Q: 3 clusters Score -2.168455e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170284 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -21684538.000000 Penalty: 5979.208008
	Iteration 52Q: 3 clusters Score -2.168454e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170333 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -21684572.000000 Penalty: 5979.208008
	Iteration 53Q: 3 clusters Score -2.168457e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170385 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -21684596.000000 Penalty: 5979.208008
	Iteration 54Q: 3 clusters Score -2.16846e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170431 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -21684610.000000 Penalty: 5979.208008
	Iteration 55Q: 3 clusters Score -2.168461e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170469 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -21684616.000000 Penalty: 5979.208008
	Iteration 56Q: 3 clusters Score -2.168462e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170508 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -21684638.000000 Penalty: 5979.208008
	Iteration 57Q: 3 clusters Score -2.168464e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170535 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -21684644.000000 Penalty: 5979.208008
	Iteration 58Q: 3 clusters Score -2.168464e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170562 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -21684668.000000 Penalty: 5979.208008
	Iteration 59Q: 3 clusters Score -2.168467e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170586 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -21684662.000000 Penalty: 5979.208008
	Iteration 60F: 3 clusters Score -2.168466e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170601 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -21684678.000000 Penalty: 5979.208008
	Iteration 61Q: 3 clusters Score -2.168468e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170621 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -21684676.000000 Penalty: 5979.208008
	Iteration 62Q: 3 clusters Score -2.168468e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170651 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -21684700.000000 Penalty: 5979.208008
	Iteration 63Q: 3 clusters Score -2.16847e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170675 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -21684716.000000 Penalty: 5979.208008
	Iteration 64Q: 3 clusters Score -2.168472e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170696 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -21684734.000000 Penalty: 5979.208008
	Iteration 65Q: 3 clusters Score -2.168473e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170710 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -21684730.000000 Penalty: 5979.208008
	Iteration 66Q: 3 clusters Score -2.168473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170716 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -21684738.000000 Penalty: 5979.208008
	Iteration 67Q: 3 clusters Score -2.168474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170720 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -21684732.000000 Penalty: 5979.208008
	Iteration 68Q: 3 clusters Score -2.168473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170727 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -21684726.000000 Penalty: 5979.208008
	Iteration 69Q: 3 clusters Score -2.168473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170733 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -21684736.000000 Penalty: 5979.208008
	Iteration 70Q: 3 clusters Score -2.168474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170737 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -21684736.000000 Penalty: 5979.208008
	Iteration 71Q: 3 clusters Score -2.168474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170742 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -21684754.000000 Penalty: 5979.208008
	Iteration 72Q: 3 clusters Score -2.168475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170751 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -21684756.000000 Penalty: 5979.208008
	Iteration 73Q: 3 clusters Score -2.168476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170757 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -21684734.000000 Penalty: 5979.208008
	Iteration 74Q: 3 clusters Score -2.168473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170762 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -21684746.000000 Penalty: 5979.208008
	Iteration 75Q: 3 clusters Score -2.168475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170767 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -21684748.000000 Penalty: 5979.208008
	Iteration 76Q: 3 clusters Score -2.168475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170774 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -21684760.000000 Penalty: 5979.208008
	Iteration 77Q: 3 clusters Score -2.168476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170780 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -21684750.000000 Penalty: 5979.208008
	Iteration 78Q: 3 clusters Score -2.168475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170787 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -21684758.000000 Penalty: 5979.208008
	Iteration 79Q: 3 clusters Score -2.168476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170794 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -21684762.000000 Penalty: 5979.208008
	Iteration 80F: 3 clusters Score -2.168476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170799 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -21684772.000000 Penalty: 5979.208008
	Iteration 81Q: 3 clusters Score -2.168477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170804 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -21684766.000000 Penalty: 5979.208008
	Iteration 82Q: 3 clusters Score -2.168477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170806 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -21684766.000000 Penalty: 5979.208008
	Iteration 83Q: 3 clusters Score -2.168477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170806 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -21684760.000000 Penalty: 5979.208008
	Iteration 84Q: 3 clusters Score -2.168476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170806 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -21684760.000000 Penalty: 5979.208008
	Iteration 85F: 3 clusters Score -2.168476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Entering Unmasked Estep 
Score: -1489408.875000 Penalty: 2339.444336
	Iteration 0F: 2 clusters Score -1489409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1480129.250000 Penalty: 4678.888672
	Iteration 0F: 3 clusters Score -1480129 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1483149.500000 Penalty: 4678.888672
	Iteration 1F: 3 clusters Score -1483150 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1483662.500000 Penalty: 4678.888672
	Iteration 2F: 3 clusters Score -1483662 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1484057.625000 Penalty: 4678.888672
	Iteration 3F: 3 clusters Score -1484058 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1484424.625000 Penalty: 4678.888672
	Iteration 4F: 3 clusters Score -1484425 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1484838.125000 Penalty: 4678.888672
	Iteration 5F: 3 clusters Score -1484838 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1485317.250000 Penalty: 4678.888672
	Iteration 6F: 3 clusters Score -1485317 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1485872.125000 Penalty: 4678.888672
	Iteration 7F: 3 clusters Score -1485872 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1486435.125000 Penalty: 4678.888672
	Iteration 8F: 3 clusters Score -1486435 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1486953.625000 Penalty: 4678.888672
	Iteration 9F: 3 clusters Score -1486954 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1487274.625000 Penalty: 4678.888672
	Iteration 10Q: 3 clusters Score -1487275 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1487474.875000 Penalty: 4678.888672
	Iteration 11Q: 3 clusters Score -1487475 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1487611.000000 Penalty: 4678.888672
	Iteration 12Q: 3 clusters Score -1487611 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1487692.250000 Penalty: 4678.888672
	Iteration 13Q: 3 clusters Score -1487692 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1487756.375000 Penalty: 4678.888672
	Iteration 14Q: 3 clusters Score -1487756 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1487809.625000 Penalty: 4678.888672
	Iteration 15Q: 3 clusters Score -1487810 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1487848.125000 Penalty: 4678.888672
	Iteration 16Q: 3 clusters Score -1487848 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1487878.875000 Penalty: 4678.888672
	Iteration 17Q: 3 clusters Score -1487879 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1487912.125000 Penalty: 4678.888672
	Iteration 18Q: 3 clusters Score -1487912 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1487945.000000 Penalty: 4678.888672
	Iteration 19Q: 3 clusters Score -1487945 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1487979.750000 Penalty: 4678.888672
	Iteration 20F: 3 clusters Score -1487980 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1488029.500000 Penalty: 4678.888672
	Iteration 21Q: 3 clusters Score -1488030 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1488066.750000 Penalty: 4678.888672
	Iteration 22Q: 3 clusters Score -1488067 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1488120.375000 Penalty: 4678.888672
	Iteration 23Q: 3 clusters Score -1488120 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1488201.875000 Penalty: 4678.888672
	Iteration 24Q: 3 clusters Score -1488202 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1488299.625000 Penalty: 4678.888672
	Iteration 25Q: 3 clusters Score -1488300 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1488399.500000 Penalty: 4678.888672
	Iteration 26Q: 3 clusters Score -1488400 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1488490.625000 Penalty: 4678.888672
	Iteration 27Q: 3 clusters Score -1488491 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1488569.125000 Penalty: 4678.888672
	Iteration 28Q: 3 clusters Score -1488569 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1488615.000000 Penalty: 4678.888672
	Iteration 29Q: 3 clusters Score -1488615 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1488644.000000 Penalty: 4678.888672
	Iteration 30Q: 3 clusters Score -1488644 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1488674.500000 Penalty: 4678.888672
	Iteration 31Q: 3 clusters Score -1488674 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1488699.250000 Penalty: 4678.888672
	Iteration 32Q: 3 clusters Score -1488699 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1488719.500000 Penalty: 4678.888672
	Iteration 33Q: 3 clusters Score -1488720 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1488730.875000 Penalty: 4678.888672
	Iteration 34Q: 3 clusters Score -1488731 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1488743.125000 Penalty: 4678.888672
	Iteration 35Q: 3 clusters Score -1488743 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1488758.125000 Penalty: 4678.888672
	Iteration 36Q: 3 clusters Score -1488758 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1488771.500000 Penalty: 4678.888672
	Iteration 37Q: 3 clusters Score -1488772 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1488779.375000 Penalty: 4678.888672
	Iteration 38Q: 3 clusters Score -1488779 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1488782.875000 Penalty: 4678.888672
	Iteration 39Q: 3 clusters Score -1488783 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1488792.000000 Penalty: 4678.888672
	Iteration 40F: 3 clusters Score -1488792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1488795.625000 Penalty: 4678.888672
	Iteration 41Q: 3 clusters Score -1488796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1488802.750000 Penalty: 4678.888672
	Iteration 42Q: 3 clusters Score -1488803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1488803.000000 Penalty: 4678.888672
	Iteration 43Q: 3 clusters Score -1488803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1488807.500000 Penalty: 4678.888672
	Iteration 44Q: 3 clusters Score -1488808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1488809.625000 Penalty: 4678.888672
	Iteration 45Q: 3 clusters Score -1488810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1488811.250000 Penalty: 4678.888672
	Iteration 46Q: 3 clusters Score -1488811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1488814.250000 Penalty: 4678.888672
	Iteration 47Q: 3 clusters Score -1488814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1488816.000000 Penalty: 4678.888672
	Iteration 48Q: 3 clusters Score -1488816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1488822.000000 Penalty: 4678.888672
	Iteration 49Q: 3 clusters Score -1488822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1488820.375000 Penalty: 4678.888672
	Iteration 50Q: 3 clusters Score -1488820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1488819.500000 Penalty: 4678.888672
	Iteration 51Q: 3 clusters Score -1488820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1488816.625000 Penalty: 4678.888672
	Iteration 52Q: 3 clusters Score -1488817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1488816.250000 Penalty: 4678.888672
	Iteration 53Q: 3 clusters Score -1488816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1488819.875000 Penalty: 4678.888672
	Iteration 54Q: 3 clusters Score -1488820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1488820.625000 Penalty: 4678.888672
	Iteration 55Q: 3 clusters Score -1488821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1488822.250000 Penalty: 4678.888672
	Iteration 56Q: 3 clusters Score -1488822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1488825.125000 Penalty: 4678.888672
	Iteration 57Q: 3 clusters Score -1488825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1488828.000000 Penalty: 4678.888672
	Iteration 58Q: 3 clusters Score -1488828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1488827.500000 Penalty: 4678.888672
	Iteration 59Q: 3 clusters Score -1488828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1488828.625000 Penalty: 4678.888672
	Iteration 60F: 3 clusters Score -1488829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1488831.375000 Penalty: 4678.888672
	Iteration 61Q: 3 clusters Score -1488831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1488831.875000 Penalty: 4678.888672
	Iteration 62Q: 3 clusters Score -1488832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1488834.000000 Penalty: 4678.888672
	Iteration 63Q: 3 clusters Score -1488834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1488833.750000 Penalty: 4678.888672
	Iteration 64Q: 3 clusters Score -1488834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1488835.000000 Penalty: 4678.888672
	Iteration 65Q: 3 clusters Score -1488835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1488836.500000 Penalty: 4678.888672
	Iteration 66Q: 3 clusters Score -1488836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1488836.250000 Penalty: 4678.888672
	Iteration 67Q: 3 clusters Score -1488836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1488839.125000 Penalty: 4678.888672
	Iteration 68Q: 3 clusters Score -1488839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1488833.750000 Penalty: 4678.888672
	Iteration 69Q: 3 clusters Score -1488834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1488836.250000 Penalty: 4678.888672
	Iteration 70Q: 3 clusters Score -1488836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1488835.625000 Penalty: 4678.888672
	Iteration 71Q: 3 clusters Score -1488836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1488836.875000 Penalty: 4678.888672
	Iteration 72Q: 3 clusters Score -1488837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1488838.250000 Penalty: 4678.888672
	Iteration 73Q: 3 clusters Score -1488838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1488838.375000 Penalty: 4678.888672
	Iteration 74Q: 3 clusters Score -1488838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1488836.250000 Penalty: 4678.888672
	Iteration 75Q: 3 clusters Score -1488836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1488838.875000 Penalty: 4678.888672
	Iteration 76Q: 3 clusters Score -1488839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1488838.875000 Penalty: 4678.888672
	Iteration 77F: 3 clusters Score -1488839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -43856.921875 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -43856.92 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 244 members 
Entering Unmasked Estep 
Score: -42482.847656 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -42482.85 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42925.453125 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -42925.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43200.773438 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -43200.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43524.105469 Penalty: 3062.197998
	Iteration 3F: 3 clusters Score -43524.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43676.074219 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -43676.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43715.710938 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -43715.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43777.398438 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -43777.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43803.578125 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -43803.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43810.148438 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -43810.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43810.148438 Penalty: 3062.197998
	Iteration 9F: 3 clusters Score -43810.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (33571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Entering Unmasked Estep 
Score: -4275334.500000 Penalty: 2584.511719
	Iteration 0F: 2 clusters Score -4275334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -4252410.500000 Penalty: 5169.023438
	Iteration 0F: 3 clusters Score -4252410 nChanged 15193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -4260943.500000 Penalty: 5169.023438
	Iteration 1F: 3 clusters Score -4260944 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -4261652.500000 Penalty: 5169.023438
	Iteration 2Q: 3 clusters Score -4261652 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -4262464.500000 Penalty: 5169.023438
	Iteration 3Q: 3 clusters Score -4262464 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -4263412.000000 Penalty: 5169.023438
	Iteration 4F: 3 clusters Score -4263412 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -4264495.000000 Penalty: 5169.023438
	Iteration 5F: 3 clusters Score -4264495 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -4265743.500000 Penalty: 5169.023438
	Iteration 6F: 3 clusters Score -4265744 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -4267152.000000 Penalty: 5169.023438
	Iteration 7F: 3 clusters Score -4267152 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -4268504.000000 Penalty: 5169.023438
	Iteration 8F: 3 clusters Score -4268504 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -4269363.500000 Penalty: 5169.023438
	Iteration 9Q: 3 clusters Score -4269364 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -4269753.000000 Penalty: 5169.023438
	Iteration 10Q: 3 clusters Score -4269753 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -4269995.500000 Penalty: 5169.023438
	Iteration 11Q: 3 clusters Score -4269996 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -4270183.000000 Penalty: 5169.023438
	Iteration 12Q: 3 clusters Score -4270183 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -4270315.000000 Penalty: 5169.023438
	Iteration 13Q: 3 clusters Score -4270315 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -4270439.000000 Penalty: 5169.023438
	Iteration 14Q: 3 clusters Score -4270439 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -4270546.500000 Penalty: 5169.023438
	Iteration 15Q: 3 clusters Score -4270546 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -4270631.000000 Penalty: 5169.023438
	Iteration 16Q: 3 clusters Score -4270631 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -4270707.500000 Penalty: 5169.023438
	Iteration 17Q: 3 clusters Score -4270708 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -4270778.500000 Penalty: 5169.023438
	Iteration 18Q: 3 clusters Score -4270778 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -4270827.000000 Penalty: 5169.023438
	Iteration 19Q: 3 clusters Score -4270827 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -4270904.500000 Penalty: 5169.023438
	Iteration 20F: 3 clusters Score -4270904 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -4270957.000000 Penalty: 5169.023438
	Iteration 21Q: 3 clusters Score -4270957 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -4270988.500000 Penalty: 5169.023438
	Iteration 22Q: 3 clusters Score -4270988 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -4271041.500000 Penalty: 5169.023438
	Iteration 23Q: 3 clusters Score -4271042 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -4271088.000000 Penalty: 5169.023438
	Iteration 24Q: 3 clusters Score -4271088 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -4271139.000000 Penalty: 5169.023438
	Iteration 25Q: 3 clusters Score -4271139 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -4271196.000000 Penalty: 5169.023438
	Iteration 26Q: 3 clusters Score -4271196 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -4271259.500000 Penalty: 5169.023438
	Iteration 27Q: 3 clusters Score -4271260 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -4271305.500000 Penalty: 5169.023438
	Iteration 28Q: 3 clusters Score -4271306 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -4271379.500000 Penalty: 5169.023438
	Iteration 29Q: 3 clusters Score -4271380 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -4271437.000000 Penalty: 5169.023438
	Iteration 30Q: 3 clusters Score -4271437 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -4271471.500000 Penalty: 5169.023438
	Iteration 31Q: 3 clusters Score -4271472 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -4271506.500000 Penalty: 5169.023438
	Iteration 32Q: 3 clusters Score -4271506 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -4271553.500000 Penalty: 5169.023438
	Iteration 33Q: 3 clusters Score -4271554 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -4271596.500000 Penalty: 5169.023438
	Iteration 34Q: 3 clusters Score -4271596 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -4271646.000000 Penalty: 5169.023438
	Iteration 35Q: 3 clusters Score -4271646 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -4271692.500000 Penalty: 5169.023438
	Iteration 36Q: 3 clusters Score -4271692 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -4271722.500000 Penalty: 5169.023438
	Iteration 37Q: 3 clusters Score -4271722 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -4271774.500000 Penalty: 5169.023438
	Iteration 38Q: 3 clusters Score -4271774 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -4271841.500000 Penalty: 5169.023438
	Iteration 39Q: 3 clusters Score -4271842 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -4271889.500000 Penalty: 5169.023438
	Iteration 40F: 3 clusters Score -4271890 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -4271958.500000 Penalty: 5169.023438
	Iteration 41Q: 3 clusters Score -4271958 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -4272032.500000 Penalty: 5169.023438
	Iteration 42Q: 3 clusters Score -4272032 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -4272092.000000 Penalty: 5169.023438
	Iteration 43Q: 3 clusters Score -4272092 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -4272151.500000 Penalty: 5169.023438
	Iteration 44Q: 3 clusters Score -4272152 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -4272239.000000 Penalty: 5169.023438
	Iteration 45Q: 3 clusters Score -4272239 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -4272308.000000 Penalty: 5169.023438
	Iteration 46Q: 3 clusters Score -4272308 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -4272399.500000 Penalty: 5169.023438
	Iteration 47Q: 3 clusters Score -4272400 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -4272489.500000 Penalty: 5169.023438
	Iteration 48Q: 3 clusters Score -4272490 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -4272557.000000 Penalty: 5169.023438
	Iteration 49Q: 3 clusters Score -4272557 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -4272622.000000 Penalty: 5169.023438
	Iteration 50Q: 3 clusters Score -4272622 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -4272704.000000 Penalty: 5169.023438
	Iteration 51Q: 3 clusters Score -4272704 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -4272779.000000 Penalty: 5169.023438
	Iteration 52Q: 3 clusters Score -4272779 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -4272819.000000 Penalty: 5169.023438
	Iteration 53Q: 3 clusters Score -4272819 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -4272854.500000 Penalty: 5169.023438
	Iteration 54Q: 3 clusters Score -4272854 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -4272905.000000 Penalty: 5169.023438
	Iteration 55Q: 3 clusters Score -4272905 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -4272954.500000 Penalty: 5169.023438
	Iteration 56Q: 3 clusters Score -4272954 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4272983.500000 Penalty: 5169.023438
	Iteration 57Q: 3 clusters Score -4272984 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4273010.500000 Penalty: 5169.023438
	Iteration 58Q: 3 clusters Score -4273010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4273033.500000 Penalty: 5169.023438
	Iteration 59Q: 3 clusters Score -4273034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4273053.500000 Penalty: 5169.023438
	Iteration 60F: 3 clusters Score -4273054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4273066.000000 Penalty: 5169.023438
	Iteration 61Q: 3 clusters Score -4273066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4273088.000000 Penalty: 5169.023438
	Iteration 62Q: 3 clusters Score -4273088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4273096.000000 Penalty: 5169.023438
	Iteration 63Q: 3 clusters Score -4273096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4273121.500000 Penalty: 5169.023438
	Iteration 64Q: 3 clusters Score -4273122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4273125.000000 Penalty: 5169.023438
	Iteration 65Q: 3 clusters Score -4273125 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4273142.500000 Penalty: 5169.023438
	Iteration 66Q: 3 clusters Score -4273142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4273155.000000 Penalty: 5169.023438
	Iteration 67Q: 3 clusters Score -4273155 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4273164.000000 Penalty: 5169.023438
	Iteration 68Q: 3 clusters Score -4273164 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4273172.000000 Penalty: 5169.023438
	Iteration 69Q: 3 clusters Score -4273172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4273176.500000 Penalty: 5169.023438
	Iteration 70Q: 3 clusters Score -4273176 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4273179.500000 Penalty: 5169.023438
	Iteration 71Q: 3 clusters Score -4273180 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4273169.500000 Penalty: 5169.023438
	Iteration 72Q: 3 clusters Score -4273170 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4273179.000000 Penalty: 5169.023438
	Iteration 73Q: 3 clusters Score -4273179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4273181.500000 Penalty: 5169.023438
	Iteration 74Q: 3 clusters Score -4273182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4273193.500000 Penalty: 5169.023438
	Iteration 75Q: 3 clusters Score -4273194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4273192.500000 Penalty: 5169.023438
	Iteration 76Q: 3 clusters Score -4273192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4273199.000000 Penalty: 5169.023438
	Iteration 77Q: 3 clusters Score -4273199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4273196.000000 Penalty: 5169.023438
	Iteration 78Q: 3 clusters Score -4273196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4273208.000000 Penalty: 5169.023438
	Iteration 79Q: 3 clusters Score -4273208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4273208.500000 Penalty: 5169.023438
	Iteration 80F: 3 clusters Score -4273208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4273219.500000 Penalty: 5169.023438
	Iteration 81Q: 3 clusters Score -4273220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4273213.500000 Penalty: 5169.023438
	Iteration 82Q: 3 clusters Score -4273214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4273223.000000 Penalty: 5169.023438
	Iteration 83Q: 3 clusters Score -4273223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4273221.000000 Penalty: 5169.023438
	Iteration 84Q: 3 clusters Score -4273221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4273216.000000 Penalty: 5169.023438
	Iteration 85Q: 3 clusters Score -4273216 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4273223.500000 Penalty: 5169.023438
	Iteration 86Q: 3 clusters Score -4273224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4273225.500000 Penalty: 5169.023438
	Iteration 87Q: 3 clusters Score -4273226 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4273233.500000 Penalty: 5169.023438
	Iteration 88Q: 3 clusters Score -4273234 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4273227.500000 Penalty: 5169.023438
	Iteration 89Q: 3 clusters Score -4273228 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4273225.000000 Penalty: 5169.023438
	Iteration 90Q: 3 clusters Score -4273225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4273226.000000 Penalty: 5169.023438
	Iteration 91Q: 3 clusters Score -4273226 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4273230.500000 Penalty: 5169.023438
	Iteration 92Q: 3 clusters Score -4273230 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4273229.500000 Penalty: 5169.023438
	Iteration 93Q: 3 clusters Score -4273230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4273233.000000 Penalty: 5169.023438
	Iteration 94Q: 3 clusters Score -4273233 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4273236.000000 Penalty: 5169.023438
	Iteration 95Q: 3 clusters Score -4273236 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4273237.000000 Penalty: 5169.023438
	Iteration 96Q: 3 clusters Score -4273237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4273236.000000 Penalty: 5169.023438
	Iteration 97Q: 3 clusters Score -4273236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4273239.000000 Penalty: 5169.023438
	Iteration 98Q: 3 clusters Score -4273239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4273240.000000 Penalty: 5169.023438
	Iteration 99Q: 3 clusters Score -4273240 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4273240.000000 Penalty: 5169.023438
	Iteration 100F: 3 clusters Score -4273240 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4273240.000000 Penalty: 5169.023438
	Iteration 101Q: 3 clusters Score -4273240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4273247.000000 Penalty: 5169.023438
	Iteration 102Q: 3 clusters Score -4273247 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4273248.500000 Penalty: 5169.023438
	Iteration 103Q: 3 clusters Score -4273248 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4273246.000000 Penalty: 5169.023438
	Iteration 104Q: 3 clusters Score -4273246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4273245.000000 Penalty: 5169.023438
	Iteration 105Q: 3 clusters Score -4273245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4273246.500000 Penalty: 5169.023438
	Iteration 106Q: 3 clusters Score -4273246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4273246.500000 Penalty: 5169.023438
	Iteration 107F: 3 clusters Score -4273246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Entering Unmasked Estep 
Score: -1477445.125000 Penalty: 2322.761963
	Iteration 0F: 2 clusters Score -1477445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1468646.000000 Penalty: 4645.523926
	Iteration 0F: 3 clusters Score -1468646 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1471344.875000 Penalty: 4645.523926
	Iteration 1F: 3 clusters Score -1471345 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1471622.625000 Penalty: 4645.523926
	Iteration 2F: 3 clusters Score -1471623 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1471811.500000 Penalty: 4645.523926
	Iteration 3Q: 3 clusters Score -1471812 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1471969.500000 Penalty: 4645.523926
	Iteration 4Q: 3 clusters Score -1471970 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1472137.250000 Penalty: 4645.523926
	Iteration 5Q: 3 clusters Score -1472137 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1472342.125000 Penalty: 4645.523926
	Iteration 6Q: 3 clusters Score -1472342 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1472606.250000 Penalty: 4645.523926
	Iteration 7Q: 3 clusters Score -1472606 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1472970.750000 Penalty: 4645.523926
	Iteration 8Q: 3 clusters Score -1472971 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1473425.500000 Penalty: 4645.523926
	Iteration 9F: 3 clusters Score -1473426 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1473961.500000 Penalty: 4645.523926
	Iteration 10F: 3 clusters Score -1473962 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1474488.625000 Penalty: 4645.523926
	Iteration 11F: 3 clusters Score -1474489 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1474968.750000 Penalty: 4645.523926
	Iteration 12Q: 3 clusters Score -1474969 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1475286.500000 Penalty: 4645.523926
	Iteration 13Q: 3 clusters Score -1475286 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1475499.250000 Penalty: 4645.523926
	Iteration 14Q: 3 clusters Score -1475499 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1475609.125000 Penalty: 4645.523926
	Iteration 15Q: 3 clusters Score -1475609 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1475675.750000 Penalty: 4645.523926
	Iteration 16Q: 3 clusters Score -1475676 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1475704.750000 Penalty: 4645.523926
	Iteration 17Q: 3 clusters Score -1475705 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1475719.000000 Penalty: 4645.523926
	Iteration 18Q: 3 clusters Score -1475719 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1475729.375000 Penalty: 4645.523926
	Iteration 19Q: 3 clusters Score -1475729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1475739.125000 Penalty: 4645.523926
	Iteration 20F: 3 clusters Score -1475739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1475743.500000 Penalty: 4645.523926
	Iteration 21Q: 3 clusters Score -1475744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1475745.500000 Penalty: 4645.523926
	Iteration 22Q: 3 clusters Score -1475746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1475749.500000 Penalty: 4645.523926
	Iteration 23Q: 3 clusters Score -1475750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1475752.000000 Penalty: 4645.523926
	Iteration 24Q: 3 clusters Score -1475752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1475752.000000 Penalty: 4645.523926
	Iteration 25Q: 3 clusters Score -1475752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1475751.250000 Penalty: 4645.523926
	Iteration 26Q: 3 clusters Score -1475751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1475752.750000 Penalty: 4645.523926
	Iteration 27Q: 3 clusters Score -1475753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1475754.000000 Penalty: 4645.523926
	Iteration 28Q: 3 clusters Score -1475754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1475757.000000 Penalty: 4645.523926
	Iteration 29Q: 3 clusters Score -1475757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1475756.750000 Penalty: 4645.523926
	Iteration 30Q: 3 clusters Score -1475757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1475756.500000 Penalty: 4645.523926
	Iteration 31Q: 3 clusters Score -1475756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1475761.250000 Penalty: 4645.523926
	Iteration 32Q: 3 clusters Score -1475761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1475764.750000 Penalty: 4645.523926
	Iteration 33Q: 3 clusters Score -1475765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1475761.375000 Penalty: 4645.523926
	Iteration 34Q: 3 clusters Score -1475761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1475766.125000 Penalty: 4645.523926
	Iteration 35Q: 3 clusters Score -1475766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1475771.625000 Penalty: 4645.523926
	Iteration 36Q: 3 clusters Score -1475772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1475770.750000 Penalty: 4645.523926
	Iteration 37Q: 3 clusters Score -1475771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1475772.125000 Penalty: 4645.523926
	Iteration 38Q: 3 clusters Score -1475772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1475770.000000 Penalty: 4645.523926
	Iteration 39Q: 3 clusters Score -1475770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1475772.625000 Penalty: 4645.523926
	Iteration 40F: 3 clusters Score -1475773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (51588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Entering Unmasked Estep 
Score: -6573064.000000 Penalty: 2691.059082
	Iteration 0F: 2 clusters Score -6573064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -6538422.500000 Penalty: 5382.118164
	Iteration 0F: 3 clusters Score -6538422 nChanged 23764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -6551463.500000 Penalty: 5382.118164
	Iteration 1F: 3 clusters Score -6551464 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -6552043.000000 Penalty: 5382.118164
	Iteration 2Q: 3 clusters Score -6552043 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -6552595.000000 Penalty: 5382.118164
	Iteration 3Q: 3 clusters Score -6552595 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -6553261.000000 Penalty: 5382.118164
	Iteration 4Q: 3 clusters Score -6553261 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -6554009.500000 Penalty: 5382.118164
	Iteration 5Q: 3 clusters Score -6554010 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -6555029.000000 Penalty: 5382.118164
	Iteration 6Q: 3 clusters Score -6555029 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -6556514.500000 Penalty: 5382.118164
	Iteration 7Q: 3 clusters Score -6556514 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -6558590.500000 Penalty: 5382.118164
	Iteration 8F: 3 clusters Score -6558590 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -6561247.500000 Penalty: 5382.118164
	Iteration 9F: 3 clusters Score -6561248 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -6564213.000000 Penalty: 5382.118164
	Iteration 10F: 3 clusters Score -6564213 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -6566849.500000 Penalty: 5382.118164
	Iteration 11F: 3 clusters Score -6566850 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -6568701.500000 Penalty: 5382.118164
	Iteration 12Q: 3 clusters Score -6568702 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -6569727.000000 Penalty: 5382.118164
	Iteration 13Q: 3 clusters Score -6569727 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -6570163.500000 Penalty: 5382.118164
	Iteration 14Q: 3 clusters Score -6570164 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -6570391.000000 Penalty: 5382.118164
	Iteration 15Q: 3 clusters Score -6570391 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -6570526.500000 Penalty: 5382.118164
	Iteration 16Q: 3 clusters Score -6570526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -6570611.000000 Penalty: 5382.118164
	Iteration 17Q: 3 clusters Score -6570611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -6570649.000000 Penalty: 5382.118164
	Iteration 18Q: 3 clusters Score -6570649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -6570656.000000 Penalty: 5382.118164
	Iteration 19Q: 3 clusters Score -6570656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -6570673.500000 Penalty: 5382.118164
	Iteration 20F: 3 clusters Score -6570674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -6570682.500000 Penalty: 5382.118164
	Iteration 21Q: 3 clusters Score -6570682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -6570688.500000 Penalty: 5382.118164
	Iteration 22Q: 3 clusters Score -6570688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -6570689.000000 Penalty: 5382.118164
	Iteration 23Q: 3 clusters Score -6570689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -6570695.000000 Penalty: 5382.118164
	Iteration 24Q: 3 clusters Score -6570695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -6570695.000000 Penalty: 5382.118164
	Iteration 25F: 3 clusters Score -6570695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Entering Unmasked Estep 
Score: -691558.312500 Penalty: 2146.708984
	Iteration 0F: 2 clusters Score -691558.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -686555.187500 Penalty: 4293.417969
	Iteration 0F: 3 clusters Score -686555.2 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -687780.375000 Penalty: 4293.417969
	Iteration 1F: 3 clusters Score -687780.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -688126.750000 Penalty: 4293.417969
	Iteration 2F: 3 clusters Score -688126.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -688464.500000 Penalty: 4293.417969
	Iteration 3F: 3 clusters Score -688464.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -688827.937500 Penalty: 4293.417969
	Iteration 4F: 3 clusters Score -688827.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -689199.250000 Penalty: 4293.417969
	Iteration 5F: 3 clusters Score -689199.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -689467.375000 Penalty: 4293.417969
	Iteration 6F: 3 clusters Score -689467.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -689682.625000 Penalty: 4293.417969
	Iteration 7Q: 3 clusters Score -689682.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -689882.500000 Penalty: 4293.417969
	Iteration 8Q: 3 clusters Score -689882.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -690027.062500 Penalty: 4293.417969
	Iteration 9Q: 3 clusters Score -690027.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -690133.750000 Penalty: 4293.417969
	Iteration 10Q: 3 clusters Score -690133.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -690210.687500 Penalty: 4293.417969
	Iteration 11Q: 3 clusters Score -690210.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -690264.375000 Penalty: 4293.417969
	Iteration 12Q: 3 clusters Score -690264.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -690296.812500 Penalty: 4293.417969
	Iteration 13Q: 3 clusters Score -690296.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -690322.187500 Penalty: 4293.417969
	Iteration 14Q: 3 clusters Score -690322.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -690343.375000 Penalty: 4293.417969
	Iteration 15Q: 3 clusters Score -690343.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -690363.375000 Penalty: 4293.417969
	Iteration 16Q: 3 clusters Score -690363.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -690378.250000 Penalty: 4293.417969
	Iteration 17Q: 3 clusters Score -690378.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -690390.625000 Penalty: 4293.417969
	Iteration 18Q: 3 clusters Score -690390.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -690397.187500 Penalty: 4293.417969
	Iteration 19Q: 3 clusters Score -690397.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -690404.875000 Penalty: 4293.417969
	Iteration 20F: 3 clusters Score -690404.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -690410.312500 Penalty: 4293.417969
	Iteration 21Q: 3 clusters Score -690410.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -690415.812500 Penalty: 4293.417969
	Iteration 22Q: 3 clusters Score -690415.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -690417.937500 Penalty: 4293.417969
	Iteration 23Q: 3 clusters Score -690417.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -690422.187500 Penalty: 4293.417969
	Iteration 24Q: 3 clusters Score -690422.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -690425.437500 Penalty: 4293.417969
	Iteration 25Q: 3 clusters Score -690425.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -690427.437500 Penalty: 4293.417969
	Iteration 26Q: 3 clusters Score -690427.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -690430.812500 Penalty: 4293.417969
	Iteration 27Q: 3 clusters Score -690430.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -690432.375000 Penalty: 4293.417969
	Iteration 28Q: 3 clusters Score -690432.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -690432.187500 Penalty: 4293.417969
	Iteration 29Q: 3 clusters Score -690432.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -690431.875000 Penalty: 4293.417969
	Iteration 30Q: 3 clusters Score -690431.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -690431.812500 Penalty: 4293.417969
	Iteration 31Q: 3 clusters Score -690431.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -690431.437500 Penalty: 4293.417969
	Iteration 32Q: 3 clusters Score -690431.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -690431.187500 Penalty: 4293.417969
	Iteration 33Q: 3 clusters Score -690431.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -690431.187500 Penalty: 4293.417969
	Iteration 34F: 3 clusters Score -690431.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 308290 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59898 members 
Mstep: Class 7 contains 45395 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40242 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182554 members 
Mstep: Class 15 contains 171932 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33571 members 
Mstep: Class 19 contains 11684 members 
Mstep: Class 23 contains 51588 members 
Mstep: Class 24 contains 5745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305632.000000 Penalty: 68348.125000
Iteration 159Q: 21 clusters Score -1.193056e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 308276 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59896 members 
Mstep: Class 7 contains 45390 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40243 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182543 members 
Mstep: Class 15 contains 171939 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33571 members 
Mstep: Class 19 contains 11703 members 
Mstep: Class 23 contains 51588 members 
Mstep: Class 24 contains 5749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305624.000000 Penalty: 68348.125000
Iteration 160F: 21 clusters Score -1.193056e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 308276 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59891 members 
Mstep: Class 7 contains 45390 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40245 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182529 members 
Mstep: Class 15 contains 171941 members 
Mstep: Class 16 contains 12495 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33572 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 23 contains 51587 members 
Mstep: Class 24 contains 5754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305544.000000 Penalty: 68348.125000
Iteration 161Q: 21 clusters Score -1.193055e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 308261 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59891 members 
Mstep: Class 7 contains 45389 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40250 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182521 members 
Mstep: Class 15 contains 171947 members 
Mstep: Class 16 contains 12494 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33572 members 
Mstep: Class 19 contains 11719 members 
Mstep: Class 23 contains 51587 members 
Mstep: Class 24 contains 5758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305576.000000 Penalty: 68348.125000
Iteration 162Q: 21 clusters Score -1.193056e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 308250 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59887 members 
Mstep: Class 7 contains 45389 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40249 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 182521 members 
Mstep: Class 15 contains 171947 members 
Mstep: Class 16 contains 12495 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33571 members 
Mstep: Class 19 contains 11725 members 
Mstep: Class 23 contains 51587 members 
Mstep: Class 24 contains 5766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305552.000000 Penalty: 68348.125000
Iteration 163Q: 21 clusters Score -1.193056e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 308241 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59888 members 
Mstep: Class 7 contains 45387 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40250 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182523 members 
Mstep: Class 15 contains 171945 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33571 members 
Mstep: Class 19 contains 11727 members 
Mstep: Class 23 contains 51587 members 
Mstep: Class 24 contains 5770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305600.000000 Penalty: 68348.125000
Iteration 164Q: 21 clusters Score -1.193056e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 308244 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59884 members 
Mstep: Class 7 contains 45386 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40250 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182516 members 
Mstep: Class 15 contains 171950 members 
Mstep: Class 16 contains 12494 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33570 members 
Mstep: Class 19 contains 11730 members 
Mstep: Class 23 contains 51589 members 
Mstep: Class 24 contains 5773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305600.000000 Penalty: 68348.125000
Iteration 165Q: 21 clusters Score -1.193056e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 308239 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59888 members 
Mstep: Class 7 contains 45386 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182507 members 
Mstep: Class 15 contains 171949 members 
Mstep: Class 16 contains 12495 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33568 members 
Mstep: Class 19 contains 11734 members 
Mstep: Class 23 contains 51589 members 
Mstep: Class 24 contains 5775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305648.000000 Penalty: 68348.125000
Iteration 166Q: 21 clusters Score -1.193056e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 308254 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59891 members 
Mstep: Class 7 contains 45386 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40253 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182495 members 
Mstep: Class 15 contains 171942 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33566 members 
Mstep: Class 19 contains 11734 members 
Mstep: Class 23 contains 51589 members 
Mstep: Class 24 contains 5776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305608.000000 Penalty: 68348.125000
Iteration 167Q: 21 clusters Score -1.193056e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 308259 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59894 members 
Mstep: Class 7 contains 45386 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182489 members 
Mstep: Class 15 contains 171936 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33565 members 
Mstep: Class 19 contains 11738 members 
Mstep: Class 23 contains 51587 members 
Mstep: Class 24 contains 5777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305632.000000 Penalty: 68348.125000
Iteration 168Q: 21 clusters Score -1.193056e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 308252 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59899 members 
Mstep: Class 7 contains 45389 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40250 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182489 members 
Mstep: Class 15 contains 171934 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33564 members 
Mstep: Class 19 contains 11742 members 
Mstep: Class 23 contains 51586 members 
Mstep: Class 24 contains 5778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305704.000000 Penalty: 68348.125000
Iteration 169Q: 21 clusters Score -1.193057e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 308244 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59900 members 
Mstep: Class 7 contains 45390 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40250 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182491 members 
Mstep: Class 15 contains 171936 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33563 members 
Mstep: Class 19 contains 11745 members 
Mstep: Class 23 contains 51584 members 
Mstep: Class 24 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305776.000000 Penalty: 68348.125000
Iteration 170Q: 21 clusters Score -1.193058e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 308243 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59902 members 
Mstep: Class 7 contains 45392 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40251 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182489 members 
Mstep: Class 15 contains 171934 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33562 members 
Mstep: Class 19 contains 11745 members 
Mstep: Class 23 contains 51584 members 
Mstep: Class 24 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305648.000000 Penalty: 68348.125000
Iteration 171Q: 21 clusters Score -1.193056e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 308242 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59906 members 
Mstep: Class 7 contains 45387 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182483 members 
Mstep: Class 15 contains 171938 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33563 members 
Mstep: Class 19 contains 11743 members 
Mstep: Class 23 contains 51586 members 
Mstep: Class 24 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305672.000000 Penalty: 68348.125000
Iteration 172Q: 21 clusters Score -1.193057e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 308239 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59907 members 
Mstep: Class 7 contains 45386 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182474 members 
Mstep: Class 15 contains 171942 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33563 members 
Mstep: Class 19 contains 11746 members 
Mstep: Class 23 contains 51587 members 
Mstep: Class 24 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305640.000000 Penalty: 68348.125000
Iteration 173Q: 21 clusters Score -1.193056e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 308236 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59908 members 
Mstep: Class 7 contains 45384 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40253 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182465 members 
Mstep: Class 15 contains 171951 members 
Mstep: Class 16 contains 12495 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33563 members 
Mstep: Class 19 contains 11751 members 
Mstep: Class 23 contains 51587 members 
Mstep: Class 24 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305648.000000 Penalty: 68348.125000
Iteration 174Q: 21 clusters Score -1.193056e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 308231 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59908 members 
Mstep: Class 7 contains 45382 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40254 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182454 members 
Mstep: Class 15 contains 171963 members 
Mstep: Class 16 contains 12495 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33564 members 
Mstep: Class 19 contains 11758 members 
Mstep: Class 23 contains 51587 members 
Mstep: Class 24 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305664.000000 Penalty: 68348.125000
Iteration 175Q: 21 clusters Score -1.193057e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 308222 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59910 members 
Mstep: Class 7 contains 45376 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40254 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182444 members 
Mstep: Class 15 contains 171978 members 
Mstep: Class 16 contains 12495 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33564 members 
Mstep: Class 19 contains 11764 members 
Mstep: Class 23 contains 51589 members 
Mstep: Class 24 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305712.000000 Penalty: 68348.125000
Iteration 176Q: 21 clusters Score -1.193057e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 308208 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59914 members 
Mstep: Class 7 contains 45374 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40254 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182441 members 
Mstep: Class 15 contains 171986 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33564 members 
Mstep: Class 19 contains 11767 members 
Mstep: Class 23 contains 51594 members 
Mstep: Class 24 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305680.000000 Penalty: 68348.125000
Iteration 177Q: 21 clusters Score -1.193057e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 308196 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59918 members 
Mstep: Class 7 contains 45375 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40253 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182441 members 
Mstep: Class 15 contains 171989 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33563 members 
Mstep: Class 19 contains 11771 members 
Mstep: Class 23 contains 51595 members 
Mstep: Class 24 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305680.000000 Penalty: 68348.125000
Iteration 178Q: 21 clusters Score -1.193057e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 308187 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59923 members 
Mstep: Class 7 contains 45375 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40253 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182440 members 
Mstep: Class 15 contains 171988 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33566 members 
Mstep: Class 19 contains 11774 members 
Mstep: Class 23 contains 51595 members 
Mstep: Class 24 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305624.000000 Penalty: 68348.125000
Iteration 179Q: 21 clusters Score -1.193056e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 308190 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59925 members 
Mstep: Class 7 contains 45375 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40253 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182432 members 
Mstep: Class 15 contains 171988 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33566 members 
Mstep: Class 19 contains 11776 members 
Mstep: Class 23 contains 51595 members 
Mstep: Class 24 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305600.000000 Penalty: 68348.125000
Iteration 180F: 21 clusters Score -1.193056e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 308185 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59928 members 
Mstep: Class 7 contains 45374 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40253 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182429 members 
Mstep: Class 15 contains 171990 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33565 members 
Mstep: Class 19 contains 11778 members 
Mstep: Class 23 contains 51597 members 
Mstep: Class 24 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305664.000000 Penalty: 68348.125000
Iteration 181Q: 21 clusters Score -1.193057e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 308175 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59932 members 
Mstep: Class 7 contains 45375 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182429 members 
Mstep: Class 15 contains 171992 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33562 members 
Mstep: Class 19 contains 11781 members 
Mstep: Class 23 contains 51600 members 
Mstep: Class 24 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305640.000000 Penalty: 68348.125000
Iteration 182Q: 21 clusters Score -1.193056e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 308171 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59938 members 
Mstep: Class 7 contains 45375 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182426 members 
Mstep: Class 15 contains 171987 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33561 members 
Mstep: Class 19 contains 11786 members 
Mstep: Class 23 contains 51602 members 
Mstep: Class 24 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305656.000000 Penalty: 68348.125000
Iteration 183Q: 21 clusters Score -1.193057e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 308168 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59942 members 
Mstep: Class 7 contains 45374 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40251 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182422 members 
Mstep: Class 15 contains 171984 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33562 members 
Mstep: Class 19 contains 11792 members 
Mstep: Class 23 contains 51603 members 
Mstep: Class 24 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305680.000000 Penalty: 68348.125000
Iteration 184Q: 21 clusters Score -1.193057e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 308163 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59944 members 
Mstep: Class 7 contains 45374 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40250 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182421 members 
Mstep: Class 15 contains 171984 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33563 members 
Mstep: Class 19 contains 11794 members 
Mstep: Class 23 contains 51605 members 
Mstep: Class 24 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305744.000000 Penalty: 68348.125000
Iteration 185Q: 21 clusters Score -1.193057e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308165 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59944 members 
Mstep: Class 7 contains 45372 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40251 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182416 members 
Mstep: Class 15 contains 171979 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33567 members 
Mstep: Class 19 contains 11798 members 
Mstep: Class 23 contains 51604 members 
Mstep: Class 24 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305736.000000 Penalty: 68348.125000
Iteration 186Q: 21 clusters Score -1.193057e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308157 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59944 members 
Mstep: Class 7 contains 45371 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40251 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182417 members 
Mstep: Class 15 contains 171980 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33566 members 
Mstep: Class 19 contains 11806 members 
Mstep: Class 23 contains 51604 members 
Mstep: Class 24 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305736.000000 Penalty: 68348.125000
Iteration 187Q: 21 clusters Score -1.193057e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 308163 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59943 members 
Mstep: Class 7 contains 45371 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40251 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182411 members 
Mstep: Class 15 contains 171980 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33566 members 
Mstep: Class 19 contains 11809 members 
Mstep: Class 23 contains 51603 members 
Mstep: Class 24 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305752.000000 Penalty: 68348.125000
Iteration 188Q: 21 clusters Score -1.193058e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 308166 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59943 members 
Mstep: Class 7 contains 45369 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40250 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182401 members 
Mstep: Class 15 contains 171980 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33566 members 
Mstep: Class 19 contains 11817 members 
Mstep: Class 23 contains 51603 members 
Mstep: Class 24 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305760.000000 Penalty: 68348.125000
Iteration 189Q: 21 clusters Score -1.193058e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 308166 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59944 members 
Mstep: Class 7 contains 45368 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40251 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182391 members 
Mstep: Class 15 contains 171980 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33566 members 
Mstep: Class 19 contains 11825 members 
Mstep: Class 23 contains 51603 members 
Mstep: Class 24 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305744.000000 Penalty: 68348.125000
Iteration 190Q: 21 clusters Score -1.193057e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 308151 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59948 members 
Mstep: Class 7 contains 45368 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40253 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182386 members 
Mstep: Class 15 contains 171980 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33566 members 
Mstep: Class 19 contains 11837 members 
Mstep: Class 23 contains 51604 members 
Mstep: Class 24 contains 5780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305784.000000 Penalty: 68348.125000
Iteration 191Q: 21 clusters Score -1.193058e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 308139 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59952 members 
Mstep: Class 7 contains 45369 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40254 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182379 members 
Mstep: Class 15 contains 171983 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33567 members 
Mstep: Class 19 contains 11843 members 
Mstep: Class 23 contains 51604 members 
Mstep: Class 24 contains 5782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305792.000000 Penalty: 68348.125000
Iteration 192Q: 21 clusters Score -1.193058e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 308138 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59949 members 
Mstep: Class 7 contains 45368 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40253 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182371 members 
Mstep: Class 15 contains 171985 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33568 members 
Mstep: Class 19 contains 11849 members 
Mstep: Class 23 contains 51604 members 
Mstep: Class 24 contains 5787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305784.000000 Penalty: 68348.125000
Iteration 193Q: 21 clusters Score -1.193058e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 308132 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59945 members 
Mstep: Class 7 contains 45369 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40254 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182367 members 
Mstep: Class 15 contains 171987 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33566 members 
Mstep: Class 19 contains 11854 members 
Mstep: Class 23 contains 51605 members 
Mstep: Class 24 contains 5793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305800.000000 Penalty: 68348.125000
Iteration 194Q: 21 clusters Score -1.193058e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 308124 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59943 members 
Mstep: Class 7 contains 45373 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40254 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182361 members 
Mstep: Class 15 contains 171987 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33564 members 
Mstep: Class 19 contains 11864 members 
Mstep: Class 23 contains 51605 members 
Mstep: Class 24 contains 5796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305768.000000 Penalty: 68348.125000
Iteration 195Q: 21 clusters Score -1.193058e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 308117 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59945 members 
Mstep: Class 7 contains 45373 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40253 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182356 members 
Mstep: Class 15 contains 171986 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33565 members 
Mstep: Class 19 contains 11871 members 
Mstep: Class 23 contains 51607 members 
Mstep: Class 24 contains 5801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305816.000000 Penalty: 68348.125000
Iteration 196Q: 21 clusters Score -1.193058e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 308116 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59946 members 
Mstep: Class 7 contains 45372 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40254 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182354 members 
Mstep: Class 15 contains 171986 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33565 members 
Mstep: Class 19 contains 11873 members 
Mstep: Class 23 contains 51606 members 
Mstep: Class 24 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305896.000000 Penalty: 68348.125000
Iteration 197Q: 21 clusters Score -1.193059e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 308120 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59946 members 
Mstep: Class 7 contains 45373 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40251 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182353 members 
Mstep: Class 15 contains 171985 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33565 members 
Mstep: Class 19 contains 11875 members 
Mstep: Class 23 contains 51602 members 
Mstep: Class 24 contains 5805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305928.000000 Penalty: 68348.125000
Iteration 198Q: 21 clusters Score -1.193059e+08 nChanged 21
Entering ConstructFrom: 
Score: -119305928.000000 Penalty: 68348.125000
Entering ConstructFrom: 
Trying to split cluster 1 (32983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Entering Unmasked Estep 
Score: -4204074.500000 Penalty: 2580.129395
	Iteration 0F: 2 clusters Score -4204074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -4181626.750000 Penalty: 5160.258789
	Iteration 0F: 3 clusters Score -4181627 nChanged 14945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -4189719.000000 Penalty: 5160.258789
	Iteration 1F: 3 clusters Score -4189719 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -4190126.000000 Penalty: 5160.258789
	Iteration 2Q: 3 clusters Score -4190126 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -4190517.000000 Penalty: 5160.258789
	Iteration 3Q: 3 clusters Score -4190517 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -4190958.750000 Penalty: 5160.258789
	Iteration 4Q: 3 clusters Score -4190959 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -4191477.500000 Penalty: 5160.258789
	Iteration 5Q: 3 clusters Score -4191478 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -4192270.500000 Penalty: 5160.258789
	Iteration 6Q: 3 clusters Score -4192270 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -4193493.250000 Penalty: 5160.258789
	Iteration 7F: 3 clusters Score -4193493 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -4195188.000000 Penalty: 5160.258789
	Iteration 8F: 3 clusters Score -4195188 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -4197151.500000 Penalty: 5160.258789
	Iteration 9F: 3 clusters Score -4197152 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -4198859.500000 Penalty: 5160.258789
	Iteration 10F: 3 clusters Score -4198860 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -4200064.500000 Penalty: 5160.258789
	Iteration 11Q: 3 clusters Score -4200064 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -4200757.500000 Penalty: 5160.258789
	Iteration 12Q: 3 clusters Score -4200758 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -4201142.500000 Penalty: 5160.258789
	Iteration 13Q: 3 clusters Score -4201142 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4201383.000000 Penalty: 5160.258789
	Iteration 14Q: 3 clusters Score -4201383 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -4201511.500000 Penalty: 5160.258789
	Iteration 15Q: 3 clusters Score -4201512 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4201637.000000 Penalty: 5160.258789
	Iteration 16Q: 3 clusters Score -4201637 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4201709.000000 Penalty: 5160.258789
	Iteration 17Q: 3 clusters Score -4201709 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4201751.500000 Penalty: 5160.258789
	Iteration 18Q: 3 clusters Score -4201752 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4201772.500000 Penalty: 5160.258789
	Iteration 19Q: 3 clusters Score -4201772 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4201812.000000 Penalty: 5160.258789
	Iteration 20F: 3 clusters Score -4201812 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4201846.500000 Penalty: 5160.258789
	Iteration 21Q: 3 clusters Score -4201846 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4201886.000000 Penalty: 5160.258789
	Iteration 22Q: 3 clusters Score -4201886 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4201908.000000 Penalty: 5160.258789
	Iteration 23Q: 3 clusters Score -4201908 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4201923.500000 Penalty: 5160.258789
	Iteration 24Q: 3 clusters Score -4201924 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4201948.500000 Penalty: 5160.258789
	Iteration 25Q: 3 clusters Score -4201948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4201967.000000 Penalty: 5160.258789
	Iteration 26Q: 3 clusters Score -4201967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4201976.500000 Penalty: 5160.258789
	Iteration 27Q: 3 clusters Score -4201976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4201991.500000 Penalty: 5160.258789
	Iteration 28Q: 3 clusters Score -4201992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4201984.000000 Penalty: 5160.258789
	Iteration 29Q: 3 clusters Score -4201984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4201988.000000 Penalty: 5160.258789
	Iteration 30Q: 3 clusters Score -4201988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4201986.500000 Penalty: 5160.258789
	Iteration 31Q: 3 clusters Score -4201986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4201992.500000 Penalty: 5160.258789
	Iteration 32Q: 3 clusters Score -4201992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4201999.500000 Penalty: 5160.258789
	Iteration 33Q: 3 clusters Score -4202000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4202011.000000 Penalty: 5160.258789
	Iteration 34Q: 3 clusters Score -4202011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4202020.500000 Penalty: 5160.258789
	Iteration 35Q: 3 clusters Score -4202020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4202025.500000 Penalty: 5160.258789
	Iteration 36Q: 3 clusters Score -4202026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4202027.000000 Penalty: 5160.258789
	Iteration 37Q: 3 clusters Score -4202027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4202033.000000 Penalty: 5160.258789
	Iteration 38Q: 3 clusters Score -4202033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4202034.500000 Penalty: 5160.258789
	Iteration 39Q: 3 clusters Score -4202034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4202039.000000 Penalty: 5160.258789
	Iteration 40F: 3 clusters Score -4202039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4202047.000000 Penalty: 5160.258789
	Iteration 41Q: 3 clusters Score -4202047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4202057.500000 Penalty: 5160.258789
	Iteration 42Q: 3 clusters Score -4202058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4202080.500000 Penalty: 5160.258789
	Iteration 43Q: 3 clusters Score -4202080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4202081.000000 Penalty: 5160.258789
	Iteration 44Q: 3 clusters Score -4202081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4202079.000000 Penalty: 5160.258789
	Iteration 45Q: 3 clusters Score -4202079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4202085.500000 Penalty: 5160.258789
	Iteration 46Q: 3 clusters Score -4202086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4202080.500000 Penalty: 5160.258789
	Iteration 47Q: 3 clusters Score -4202080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4202083.000000 Penalty: 5160.258789
	Iteration 48Q: 3 clusters Score -4202083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4202084.000000 Penalty: 5160.258789
	Iteration 49Q: 3 clusters Score -4202084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4202085.500000 Penalty: 5160.258789
	Iteration 50Q: 3 clusters Score -4202086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4202085.000000 Penalty: 5160.258789
	Iteration 51Q: 3 clusters Score -4202085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4202091.000000 Penalty: 5160.258789
	Iteration 52Q: 3 clusters Score -4202091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4202088.000000 Penalty: 5160.258789
	Iteration 53Q: 3 clusters Score -4202088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4202086.000000 Penalty: 5160.258789
	Iteration 54Q: 3 clusters Score -4202086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4202084.500000 Penalty: 5160.258789
	Iteration 55Q: 3 clusters Score -4202084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4202084.500000 Penalty: 5160.258789
	Iteration 56F: 3 clusters Score -4202084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (308112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308112 members 
Entering Unmasked Estep 
Score: -38600912.000000 Penalty: 3134.278320
	Iteration 0F: 2 clusters Score -3.860091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153917 members 
Mstep: Class 2 contains 154195 members 
Entering Unmasked Estep 
Score: -38412644.000000 Penalty: 6268.556641
	Iteration 0F: 3 clusters Score -3.841264e+07 nChanged 149599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154176 members 
Mstep: Class 2 contains 153936 members 
Entering Unmasked Estep 
Score: -38501628.000000 Penalty: 6268.556641
	Iteration 1F: 3 clusters Score -3.850163e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154355 members 
Mstep: Class 2 contains 153757 members 
Entering Unmasked Estep 
Score: -38503112.000000 Penalty: 6268.556641
	Iteration 2Q: 3 clusters Score -3.850311e+07 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154642 members 
Mstep: Class 2 contains 153470 members 
Entering Unmasked Estep 
Score: -38504852.000000 Penalty: 6268.556641
	Iteration 3Q: 3 clusters Score -3.850485e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154911 members 
Mstep: Class 2 contains 153201 members 
Entering Unmasked Estep 
Score: -38507560.000000 Penalty: 6268.556641
	Iteration 4Q: 3 clusters Score -3.850756e+07 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155097 members 
Mstep: Class 2 contains 153015 members 
Entering Unmasked Estep 
Score: -38511444.000000 Penalty: 6268.556641
	Iteration 5Q: 3 clusters Score -3.851144e+07 nChanged 13285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155558 members 
Mstep: Class 2 contains 152554 members 
Entering Unmasked Estep 
Score: -38517524.000000 Penalty: 6268.556641
	Iteration 6Q: 3 clusters Score -3.851752e+07 nChanged 15644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156404 members 
Mstep: Class 2 contains 151708 members 
Entering Unmasked Estep 
Score: -38526396.000000 Penalty: 6268.556641
	Iteration 7F: 3 clusters Score -3.85264e+07 nChanged 17559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157809 members 
Mstep: Class 2 contains 150303 members 
Entering Unmasked Estep 
Score: -38536704.000000 Penalty: 6268.556641
	Iteration 8F: 3 clusters Score -3.85367e+07 nChanged 18111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159690 members 
Mstep: Class 2 contains 148422 members 
Entering Unmasked Estep 
Score: -38547804.000000 Penalty: 6268.556641
	Iteration 9F: 3 clusters Score -3.85478e+07 nChanged 16347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161449 members 
Mstep: Class 2 contains 146663 members 
Entering Unmasked Estep 
Score: -38556236.000000 Penalty: 6268.556641
	Iteration 10F: 3 clusters Score -3.855624e+07 nChanged 12875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163202 members 
Mstep: Class 2 contains 144910 members 
Entering Unmasked Estep 
Score: -38562008.000000 Penalty: 6268.556641
	Iteration 11Q: 3 clusters Score -3.856201e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165359 members 
Mstep: Class 2 contains 142753 members 
Entering Unmasked Estep 
Score: -38565064.000000 Penalty: 6268.556641
	Iteration 12Q: 3 clusters Score -3.856506e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168235 members 
Mstep: Class 2 contains 139877 members 
Entering Unmasked Estep 
Score: -38566732.000000 Penalty: 6268.556641
	Iteration 13Q: 3 clusters Score -3.856673e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171731 members 
Mstep: Class 2 contains 136381 members 
Entering Unmasked Estep 
Score: -38567504.000000 Penalty: 6268.556641
	Iteration 14Q: 3 clusters Score -3.85675e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175686 members 
Mstep: Class 2 contains 132426 members 
Entering Unmasked Estep 
Score: -38568556.000000 Penalty: 6268.556641
	Iteration 15Q: 3 clusters Score -3.856856e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179980 members 
Mstep: Class 2 contains 128132 members 
Entering Unmasked Estep 
Score: -38569328.000000 Penalty: 6268.556641
	Iteration 16Q: 3 clusters Score -3.856933e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184636 members 
Mstep: Class 2 contains 123476 members 
Entering Unmasked Estep 
Score: -38569932.000000 Penalty: 6268.556641
	Iteration 17Q: 3 clusters Score -3.856993e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189666 members 
Mstep: Class 2 contains 118446 members 
Entering Unmasked Estep 
Score: -38571040.000000 Penalty: 6268.556641
	Iteration 18Q: 3 clusters Score -3.857104e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194951 members 
Mstep: Class 2 contains 113161 members 
Entering Unmasked Estep 
Score: -38572120.000000 Penalty: 6268.556641
	Iteration 19Q: 3 clusters Score -3.857212e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200535 members 
Mstep: Class 2 contains 107577 members 
Entering Unmasked Estep 
Score: -38573444.000000 Penalty: 6268.556641
	Iteration 20F: 3 clusters Score -3.857344e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206228 members 
Mstep: Class 2 contains 101884 members 
Entering Unmasked Estep 
Score: -38574816.000000 Penalty: 6268.556641
	Iteration 21Q: 3 clusters Score -3.857482e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211971 members 
Mstep: Class 2 contains 96141 members 
Entering Unmasked Estep 
Score: -38576260.000000 Penalty: 6268.556641
	Iteration 22Q: 3 clusters Score -3.857626e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217723 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
Score: -38577280.000000 Penalty: 6268.556641
	Iteration 23Q: 3 clusters Score -3.857728e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223368 members 
Mstep: Class 2 contains 84744 members 
Entering Unmasked Estep 
Score: -38578728.000000 Penalty: 6268.556641
	Iteration 24Q: 3 clusters Score -3.857873e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228810 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -38580268.000000 Penalty: 6268.556641
	Iteration 25Q: 3 clusters Score -3.858027e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234090 members 
Mstep: Class 2 contains 74022 members 
Entering Unmasked Estep 
Score: -38581984.000000 Penalty: 6268.556641
	Iteration 26Q: 3 clusters Score -3.858198e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239091 members 
Mstep: Class 2 contains 69021 members 
Entering Unmasked Estep 
Score: -38583824.000000 Penalty: 6268.556641
	Iteration 27Q: 3 clusters Score -3.858382e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243859 members 
Mstep: Class 2 contains 64253 members 
Entering Unmasked Estep 
Score: -38585528.000000 Penalty: 6268.556641
	Iteration 28Q: 3 clusters Score -3.858553e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248387 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -38587016.000000 Penalty: 6268.556641
	Iteration 29Q: 3 clusters Score -3.858702e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252574 members 
Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
Score: -38588684.000000 Penalty: 6268.556641
	Iteration 30Q: 3 clusters Score -3.858868e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256460 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -38590236.000000 Penalty: 6268.556641
	Iteration 31Q: 3 clusters Score -3.859024e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259997 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -38591584.000000 Penalty: 6268.556641
	Iteration 32Q: 3 clusters Score -3.859158e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263225 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -38592636.000000 Penalty: 6268.556641
	Iteration 33Q: 3 clusters Score -3.859264e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266237 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -38593712.000000 Penalty: 6268.556641
	Iteration 34Q: 3 clusters Score -3.859371e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268986 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -38594684.000000 Penalty: 6268.556641
	Iteration 35Q: 3 clusters Score -3.859468e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271505 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -38595380.000000 Penalty: 6268.556641
	Iteration 36Q: 3 clusters Score -3.859538e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273860 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -38596076.000000 Penalty: 6268.556641
	Iteration 37Q: 3 clusters Score -3.859608e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275987 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -38596628.000000 Penalty: 6268.556641
	Iteration 38Q: 3 clusters Score -3.859663e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277986 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -38597152.000000 Penalty: 6268.556641
	Iteration 39Q: 3 clusters Score -3.859715e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279831 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -38597628.000000 Penalty: 6268.556641
	Iteration 40F: 3 clusters Score -3.859763e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281601 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -38598136.000000 Penalty: 6268.556641
	Iteration 41Q: 3 clusters Score -3.859814e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283251 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -38598368.000000 Penalty: 6268.556641
	Iteration 42Q: 3 clusters Score -3.859837e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284796 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -38598816.000000 Penalty: 6268.556641
	Iteration 43Q: 3 clusters Score -3.859882e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286176 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -38599084.000000 Penalty: 6268.556641
	Iteration 44Q: 3 clusters Score -3.859908e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287494 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -38599420.000000 Penalty: 6268.556641
	Iteration 45Q: 3 clusters Score -3.859942e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288767 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -38599668.000000 Penalty: 6268.556641
	Iteration 46Q: 3 clusters Score -3.859967e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289937 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -38599748.000000 Penalty: 6268.556641
	Iteration 47Q: 3 clusters Score -3.859975e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290995 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -38599848.000000 Penalty: 6268.556641
	Iteration 48Q: 3 clusters Score -3.859985e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292047 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -38600000.000000 Penalty: 6268.556641
	Iteration 49Q: 3 clusters Score -3.86e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293007 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -38599892.000000 Penalty: 6268.556641
	Iteration 50Q: 3 clusters Score -3.859989e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293913 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -38599940.000000 Penalty: 6268.556641
	Iteration 51Q: 3 clusters Score -3.859994e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294792 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -38600116.000000 Penalty: 6268.556641
	Iteration 52Q: 3 clusters Score -3.860012e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295600 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -38600268.000000 Penalty: 6268.556641
	Iteration 53Q: 3 clusters Score -3.860027e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296364 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -38600580.000000 Penalty: 6268.556641
	Iteration 54Q: 3 clusters Score -3.860058e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297064 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -38600700.000000 Penalty: 6268.556641
	Iteration 55Q: 3 clusters Score -3.86007e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297695 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -38600840.000000 Penalty: 6268.556641
	Iteration 56Q: 3 clusters Score -3.860084e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298265 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -38600752.000000 Penalty: 6268.556641
	Iteration 57Q: 3 clusters Score -3.860075e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298794 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -38600672.000000 Penalty: 6268.556641
	Iteration 58Q: 3 clusters Score -3.860067e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299308 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -38600544.000000 Penalty: 6268.556641
	Iteration 59Q: 3 clusters Score -3.860054e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299767 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -38600552.000000 Penalty: 6268.556641
	Iteration 60F: 3 clusters Score -3.860055e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300201 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -38600600.000000 Penalty: 6268.556641
	Iteration 61Q: 3 clusters Score -3.86006e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300586 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -38600652.000000 Penalty: 6268.556641
	Iteration 62Q: 3 clusters Score -3.860065e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300934 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -38600500.000000 Penalty: 6268.556641
	Iteration 63Q: 3 clusters Score -3.86005e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301237 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -38600592.000000 Penalty: 6268.556641
	Iteration 64Q: 3 clusters Score -3.860059e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301532 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -38600540.000000 Penalty: 6268.556641
	Iteration 65Q: 3 clusters Score -3.860054e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301841 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -38600384.000000 Penalty: 6268.556641
	Iteration 66Q: 3 clusters Score -3.860038e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302146 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -38600400.000000 Penalty: 6268.556641
	Iteration 67Q: 3 clusters Score -3.86004e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302430 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -38600348.000000 Penalty: 6268.556641
	Iteration 68Q: 3 clusters Score -3.860035e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302692 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -38600324.000000 Penalty: 6268.556641
	Iteration 69Q: 3 clusters Score -3.860032e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302955 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -38600280.000000 Penalty: 6268.556641
	Iteration 70Q: 3 clusters Score -3.860028e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303221 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -38600184.000000 Penalty: 6268.556641
	Iteration 71Q: 3 clusters Score -3.860018e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303446 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -38600068.000000 Penalty: 6268.556641
	Iteration 72Q: 3 clusters Score -3.860007e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303664 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -38599996.000000 Penalty: 6268.556641
	Iteration 73Q: 3 clusters Score -3.86e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303883 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -38600028.000000 Penalty: 6268.556641
	Iteration 74Q: 3 clusters Score -3.860003e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304091 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -38599908.000000 Penalty: 6268.556641
	Iteration 75Q: 3 clusters Score -3.859991e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304269 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -38599848.000000 Penalty: 6268.556641
	Iteration 76Q: 3 clusters Score -3.859985e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304432 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -38599876.000000 Penalty: 6268.556641
	Iteration 77Q: 3 clusters Score -3.859988e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304595 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -38599804.000000 Penalty: 6268.556641
	Iteration 78Q: 3 clusters Score -3.85998e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304749 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -38599768.000000 Penalty: 6268.556641
	Iteration 79Q: 3 clusters Score -3.859977e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304908 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -38599752.000000 Penalty: 6268.556641
	Iteration 80F: 3 clusters Score -3.859975e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305060 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -38599732.000000 Penalty: 6268.556641
	Iteration 81Q: 3 clusters Score -3.859973e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305198 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -38599756.000000 Penalty: 6268.556641
	Iteration 82Q: 3 clusters Score -3.859976e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305319 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -38599712.000000 Penalty: 6268.556641
	Iteration 83Q: 3 clusters Score -3.859971e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305432 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -38599708.000000 Penalty: 6268.556641
	Iteration 84Q: 3 clusters Score -3.859971e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305545 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -38599672.000000 Penalty: 6268.556641
	Iteration 85Q: 3 clusters Score -3.859967e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305640 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -38599616.000000 Penalty: 6268.556641
	Iteration 86Q: 3 clusters Score -3.859962e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305739 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -38599588.000000 Penalty: 6268.556641
	Iteration 87Q: 3 clusters Score -3.859959e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305826 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -38599640.000000 Penalty: 6268.556641
	Iteration 88Q: 3 clusters Score -3.859964e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305916 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -38599588.000000 Penalty: 6268.556641
	Iteration 89Q: 3 clusters Score -3.859959e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305992 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -38599476.000000 Penalty: 6268.556641
	Iteration 90Q: 3 clusters Score -3.859948e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306066 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -38599472.000000 Penalty: 6268.556641
	Iteration 91Q: 3 clusters Score -3.859947e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306118 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -38599456.000000 Penalty: 6268.556641
	Iteration 92Q: 3 clusters Score -3.859946e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306163 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -38599448.000000 Penalty: 6268.556641
	Iteration 93Q: 3 clusters Score -3.859945e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306215 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -38599460.000000 Penalty: 6268.556641
	Iteration 94Q: 3 clusters Score -3.859946e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306267 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -38599440.000000 Penalty: 6268.556641
	Iteration 95Q: 3 clusters Score -3.859944e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306313 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -38599448.000000 Penalty: 6268.556641
	Iteration 96Q: 3 clusters Score -3.859945e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306350 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -38599464.000000 Penalty: 6268.556641
	Iteration 97Q: 3 clusters Score -3.859946e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306378 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -38599504.000000 Penalty: 6268.556641
	Iteration 98Q: 3 clusters Score -3.85995e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306408 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -38599516.000000 Penalty: 6268.556641
	Iteration 99Q: 3 clusters Score -3.859952e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306431 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -38599480.000000 Penalty: 6268.556641
	Iteration 100F: 3 clusters Score -3.859948e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306458 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -38599468.000000 Penalty: 6268.556641
	Iteration 101Q: 3 clusters Score -3.859947e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306482 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -38599492.000000 Penalty: 6268.556641
	Iteration 102Q: 3 clusters Score -3.859949e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306513 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -38599480.000000 Penalty: 6268.556641
	Iteration 103Q: 3 clusters Score -3.859948e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306540 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -38599452.000000 Penalty: 6268.556641
	Iteration 104Q: 3 clusters Score -3.859945e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306571 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -38599456.000000 Penalty: 6268.556641
	Iteration 105Q: 3 clusters Score -3.859946e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306592 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -38599504.000000 Penalty: 6268.556641
	Iteration 106Q: 3 clusters Score -3.85995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306611 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -38599476.000000 Penalty: 6268.556641
	Iteration 107Q: 3 clusters Score -3.859948e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306629 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -38599468.000000 Penalty: 6268.556641
	Iteration 108Q: 3 clusters Score -3.859947e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306653 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -38599420.000000 Penalty: 6268.556641
	Iteration 109Q: 3 clusters Score -3.859942e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306671 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -38599412.000000 Penalty: 6268.556641
	Iteration 110Q: 3 clusters Score -3.859941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306686 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -38599428.000000 Penalty: 6268.556641
	Iteration 111Q: 3 clusters Score -3.859943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306698 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -38599440.000000 Penalty: 6268.556641
	Iteration 112Q: 3 clusters Score -3.859944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306710 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -38599452.000000 Penalty: 6268.556641
	Iteration 113Q: 3 clusters Score -3.859945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306722 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -38599424.000000 Penalty: 6268.556641
	Iteration 114Q: 3 clusters Score -3.859942e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306740 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -38599388.000000 Penalty: 6268.556641
	Iteration 115Q: 3 clusters Score -3.859939e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306752 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -38599340.000000 Penalty: 6268.556641
	Iteration 116Q: 3 clusters Score -3.859934e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306773 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -38599320.000000 Penalty: 6268.556641
	Iteration 117Q: 3 clusters Score -3.859932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306787 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -38599336.000000 Penalty: 6268.556641
	Iteration 118Q: 3 clusters Score -3.859934e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306801 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -38599332.000000 Penalty: 6268.556641
	Iteration 119Q: 3 clusters Score -3.859933e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306815 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -38599320.000000 Penalty: 6268.556641
	Iteration 120F: 3 clusters Score -3.859932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306824 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -38599332.000000 Penalty: 6268.556641
	Iteration 121Q: 3 clusters Score -3.859933e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306838 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -38599324.000000 Penalty: 6268.556641
	Iteration 122Q: 3 clusters Score -3.859932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306849 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -38599304.000000 Penalty: 6268.556641
	Iteration 123Q: 3 clusters Score -3.85993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306862 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -38599300.000000 Penalty: 6268.556641
	Iteration 124Q: 3 clusters Score -3.85993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306873 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -38599280.000000 Penalty: 6268.556641
	Iteration 125Q: 3 clusters Score -3.859928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306883 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -38599300.000000 Penalty: 6268.556641
	Iteration 126Q: 3 clusters Score -3.85993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306892 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -38599304.000000 Penalty: 6268.556641
	Iteration 127Q: 3 clusters Score -3.85993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306899 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -38599256.000000 Penalty: 6268.556641
	Iteration 128Q: 3 clusters Score -3.859926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306903 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -38599268.000000 Penalty: 6268.556641
	Iteration 129Q: 3 clusters Score -3.859927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306909 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -38599232.000000 Penalty: 6268.556641
	Iteration 130Q: 3 clusters Score -3.859923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306919 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -38599220.000000 Penalty: 6268.556641
	Iteration 131Q: 3 clusters Score -3.859922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306924 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -38599232.000000 Penalty: 6268.556641
	Iteration 132Q: 3 clusters Score -3.859923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306928 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -38599236.000000 Penalty: 6268.556641
	Iteration 133Q: 3 clusters Score -3.859924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306934 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -38599248.000000 Penalty: 6268.556641
	Iteration 134Q: 3 clusters Score -3.859925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306939 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -38599244.000000 Penalty: 6268.556641
	Iteration 135Q: 3 clusters Score -3.859924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306939 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -38599264.000000 Penalty: 6268.556641
	Iteration 136Q: 3 clusters Score -3.859926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306945 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -38599256.000000 Penalty: 6268.556641
	Iteration 137Q: 3 clusters Score -3.859926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306953 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -38599256.000000 Penalty: 6268.556641
	Iteration 138Q: 3 clusters Score -3.859926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306958 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -38599252.000000 Penalty: 6268.556641
	Iteration 139Q: 3 clusters Score -3.859925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306961 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -38599268.000000 Penalty: 6268.556641
	Iteration 140F: 3 clusters Score -3.859927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306964 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -38599268.000000 Penalty: 6268.556641
	Iteration 141Q: 3 clusters Score -3.859927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306968 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -38599272.000000 Penalty: 6268.556641
	Iteration 142Q: 3 clusters Score -3.859927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306973 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -38599248.000000 Penalty: 6268.556641
	Iteration 143Q: 3 clusters Score -3.859925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306981 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -38599264.000000 Penalty: 6268.556641
	Iteration 144Q: 3 clusters Score -3.859926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306988 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -38599272.000000 Penalty: 6268.556641
	Iteration 145Q: 3 clusters Score -3.859927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306991 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -38599280.000000 Penalty: 6268.556641
	Iteration 146Q: 3 clusters Score -3.859928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306996 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -38599268.000000 Penalty: 6268.556641
	Iteration 147Q: 3 clusters Score -3.859927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307001 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -38599268.000000 Penalty: 6268.556641
	Iteration 148Q: 3 clusters Score -3.859927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307003 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -38599272.000000 Penalty: 6268.556641
	Iteration 149Q: 3 clusters Score -3.859927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307010 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -38599256.000000 Penalty: 6268.556641
	Iteration 150Q: 3 clusters Score -3.859926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307016 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -38599276.000000 Penalty: 6268.556641
	Iteration 151Q: 3 clusters Score -3.859928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307022 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -38599248.000000 Penalty: 6268.556641
	Iteration 152Q: 3 clusters Score -3.859925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307029 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -38599244.000000 Penalty: 6268.556641
	Iteration 153Q: 3 clusters Score -3.859924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307040 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -38599248.000000 Penalty: 6268.556641
	Iteration 154Q: 3 clusters Score -3.859925e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307054 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -38599236.000000 Penalty: 6268.556641
	Iteration 155Q: 3 clusters Score -3.859924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307061 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -38599232.000000 Penalty: 6268.556641
	Iteration 156Q: 3 clusters Score -3.859923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307065 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -38599212.000000 Penalty: 6268.556641
	Iteration 157Q: 3 clusters Score -3.859921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307071 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -38599236.000000 Penalty: 6268.556641
	Iteration 158Q: 3 clusters Score -3.859924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307081 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -38599236.000000 Penalty: 6268.556641
	Iteration 159Q: 3 clusters Score -3.859924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307084 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -38599236.000000 Penalty: 6268.556641
	Iteration 160F: 3 clusters Score -3.859924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307085 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -38599244.000000 Penalty: 6268.556641
	Iteration 161Q: 3 clusters Score -3.859924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307085 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -38599244.000000 Penalty: 6268.556641
	Iteration 162F: 3 clusters Score -3.859924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -52354.765625 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -52354.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50970.929688 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -50970.93 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51637.132812 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -51637.13 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52211.011719 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -52211.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -52476.562500 Penalty: 3148.305176
	Iteration 3F: 3 clusters Score -52476.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52567.066406 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -52567.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -52708.378906 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -52708.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52714.046875 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -52714.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52714.046875 Penalty: 3148.305176
	Iteration 7F: 3 clusters Score -52714.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 308112 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59947 members 
Mstep: Class 7 contains 45375 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40251 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182350 members 
Mstep: Class 14 contains 193 members 
Mstep: Class 15 contains 171988 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33565 members 
Mstep: Class 19 contains 11877 members 
Mstep: Class 23 contains 51603 members 
Mstep: Class 24 contains 5807 members 
Entering Unmasked Estep 
Score: -119304368.000000 Penalty: 71765.531250
Splitting cluster 3 changes total score from -119305928.000000 to -119304368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -67724.179688 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -67724.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66185.421875 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -66185.42 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -66513.617188 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -66513.62 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -66666.804688 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -66666.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -66766.921875 Penalty: 3178.630371
	Iteration 3Q: 3 clusters Score -66766.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -66833.132812 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -66833.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -66874.648438 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -66874.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -66909.460938 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -66909.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -66925.664062 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -66925.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -66931.726562 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -66931.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -66932.859375 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -66932.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -66932.859375 Penalty: 3178.630371
	Iteration 10F: 3 clusters Score -66932.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -48319.894531 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -48319.89 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 251 members 
Entering Unmasked Estep 
Score: -46912.558594 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -46912.56 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47278.671875 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -47278.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47595.593750 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -47595.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47958.109375 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -47958.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48191.632812 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -48191.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48274.562500 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -48274.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48398.636719 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -48398.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48629.824219 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -48629.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48880.515625 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -48880.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48912.375000 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -48912.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48935.648438 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -48935.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48957.542969 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -48957.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48982.175781 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -48982.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49000.230469 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -49000.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49019.933594 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -49019.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49027.035156 Penalty: 3080.457520
	Iteration 15F: 3 clusters Score -49027.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49031.238281 Penalty: 3080.457520
	Iteration 16Q: 3 clusters Score -49031.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49036.761719 Penalty: 3080.457520
	Iteration 17Q: 3 clusters Score -49036.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49036.761719 Penalty: 3080.457520
	Iteration 18F: 3 clusters Score -49036.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 308112 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 283 members 
Mstep: Class 6 contains 59947 members 
Mstep: Class 7 contains 45375 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40251 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182350 members 
Mstep: Class 14 contains 215 members 
Mstep: Class 15 contains 171988 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33565 members 
Mstep: Class 19 contains 11877 members 
Mstep: Class 23 contains 51603 members 
Mstep: Class 24 contains 5807 members 
Entering Unmasked Estep 
Score: -119304744.000000 Penalty: 71765.531250
Splitting cluster 5 changes total score from -119305928.000000 to -119304744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (59947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Entering Unmasked Estep 
Score: -7352465.000000 Penalty: 2728.301514
	Iteration 0F: 2 clusters Score -7352465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -7312187.000000 Penalty: 5456.603027
	Iteration 0F: 3 clusters Score -7312187 nChanged 27710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -7327223.500000 Penalty: 5456.603027
	Iteration 1F: 3 clusters Score -7327224 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -7327716.500000 Penalty: 5456.603027
	Iteration 2Q: 3 clusters Score -7327716 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -7328324.500000 Penalty: 5456.603027
	Iteration 3Q: 3 clusters Score -7328324 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -7328973.500000 Penalty: 5456.603027
	Iteration 4Q: 3 clusters Score -7328974 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -7329859.000000 Penalty: 5456.603027
	Iteration 5Q: 3 clusters Score -7329859 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -7331381.000000 Penalty: 5456.603027
	Iteration 6Q: 3 clusters Score -7331381 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -7333983.500000 Penalty: 5456.603027
	Iteration 7F: 3 clusters Score -7333984 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -7338140.000000 Penalty: 5456.603027
	Iteration 8F: 3 clusters Score -7338140 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53342 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -7343344.000000 Penalty: 5456.603027
	Iteration 9F: 3 clusters Score -7343344 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -7347461.500000 Penalty: 5456.603027
	Iteration 10F: 3 clusters Score -7347462 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7349249.500000 Penalty: 5456.603027
	Iteration 11Q: 3 clusters Score -7349250 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59630 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7349774.500000 Penalty: 5456.603027
	Iteration 12Q: 3 clusters Score -7349774 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59721 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7349912.500000 Penalty: 5456.603027
	Iteration 13Q: 3 clusters Score -7349912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59757 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -7349971.500000 Penalty: 5456.603027
	Iteration 14Q: 3 clusters Score -7349972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59775 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -7350008.500000 Penalty: 5456.603027
	Iteration 15Q: 3 clusters Score -7350008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7350031.000000 Penalty: 5456.603027
	Iteration 16Q: 3 clusters Score -7350031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7350047.500000 Penalty: 5456.603027
	Iteration 17Q: 3 clusters Score -7350048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7350058.000000 Penalty: 5456.603027
	Iteration 18Q: 3 clusters Score -7350058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7350076.000000 Penalty: 5456.603027
	Iteration 19Q: 3 clusters Score -7350076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -7350080.000000 Penalty: 5456.603027
	Iteration 20F: 3 clusters Score -7350080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -7350075.000000 Penalty: 5456.603027
	Iteration 21Q: 3 clusters Score -7350075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7350080.500000 Penalty: 5456.603027
	Iteration 22Q: 3 clusters Score -7350080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7350080.500000 Penalty: 5456.603027
	Iteration 23F: 3 clusters Score -7350080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Entering Unmasked Estep 
Score: -5767675.000000 Penalty: 2659.233643
	Iteration 0F: 2 clusters Score -5767675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -5737110.500000 Penalty: 5318.467285
	Iteration 0F: 3 clusters Score -5737110 nChanged 20875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -5748421.000000 Penalty: 5318.467285
	Iteration 1F: 3 clusters Score -5748421 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -5748917.000000 Penalty: 5318.467285
	Iteration 2Q: 3 clusters Score -5748917 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -5749410.500000 Penalty: 5318.467285
	Iteration 3Q: 3 clusters Score -5749410 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -5749912.000000 Penalty: 5318.467285
	Iteration 4Q: 3 clusters Score -5749912 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -5750467.500000 Penalty: 5318.467285
	Iteration 5Q: 3 clusters Score -5750468 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -5751260.000000 Penalty: 5318.467285
	Iteration 6Q: 3 clusters Score -5751260 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -5752438.000000 Penalty: 5318.467285
	Iteration 7Q: 3 clusters Score -5752438 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -5754088.500000 Penalty: 5318.467285
	Iteration 8F: 3 clusters Score -5754088 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -5756412.500000 Penalty: 5318.467285
	Iteration 9F: 3 clusters Score -5756412 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -5759239.000000 Penalty: 5318.467285
	Iteration 10F: 3 clusters Score -5759239 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -5761791.500000 Penalty: 5318.467285
	Iteration 11F: 3 clusters Score -5761792 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -5763864.500000 Penalty: 5318.467285
	Iteration 12Q: 3 clusters Score -5763864 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -5765078.500000 Penalty: 5318.467285
	Iteration 13Q: 3 clusters Score -5765078 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -5765658.500000 Penalty: 5318.467285
	Iteration 14Q: 3 clusters Score -5765658 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -5765946.500000 Penalty: 5318.467285
	Iteration 15Q: 3 clusters Score -5765946 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -5766099.000000 Penalty: 5318.467285
	Iteration 16Q: 3 clusters Score -5766099 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -5766190.500000 Penalty: 5318.467285
	Iteration 17Q: 3 clusters Score -5766190 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -5766294.000000 Penalty: 5318.467285
	Iteration 18Q: 3 clusters Score -5766294 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -5766327.000000 Penalty: 5318.467285
	Iteration 19Q: 3 clusters Score -5766327 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -5766360.000000 Penalty: 5318.467285
	Iteration 20F: 3 clusters Score -5766360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -5766375.500000 Penalty: 5318.467285
	Iteration 21Q: 3 clusters Score -5766376 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -5766397.500000 Penalty: 5318.467285
	Iteration 22Q: 3 clusters Score -5766398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -5766408.500000 Penalty: 5318.467285
	Iteration 23Q: 3 clusters Score -5766408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -5766414.500000 Penalty: 5318.467285
	Iteration 24Q: 3 clusters Score -5766414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -5766418.500000 Penalty: 5318.467285
	Iteration 25Q: 3 clusters Score -5766418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -5766435.500000 Penalty: 5318.467285
	Iteration 26Q: 3 clusters Score -5766436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -5766443.000000 Penalty: 5318.467285
	Iteration 27Q: 3 clusters Score -5766443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -5766444.500000 Penalty: 5318.467285
	Iteration 28Q: 3 clusters Score -5766444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -5766446.500000 Penalty: 5318.467285
	Iteration 29Q: 3 clusters Score -5766446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -5766449.500000 Penalty: 5318.467285
	Iteration 30Q: 3 clusters Score -5766450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -5766440.000000 Penalty: 5318.467285
	Iteration 31Q: 3 clusters Score -5766440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -5766442.000000 Penalty: 5318.467285
	Iteration 32Q: 3 clusters Score -5766442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -5766449.500000 Penalty: 5318.467285
	Iteration 33Q: 3 clusters Score -5766450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -5766449.000000 Penalty: 5318.467285
	Iteration 34Q: 3 clusters Score -5766449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -5766448.000000 Penalty: 5318.467285
	Iteration 35Q: 3 clusters Score -5766448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -5766448.000000 Penalty: 5318.467285
	Iteration 36F: 3 clusters Score -5766448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -89032.484375 Penalty: 1685.057495
	Iteration 0F: 2 clusters Score -89032.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -87213.703125 Penalty: 3370.114990
	Iteration 0F: 3 clusters Score -87213.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -87764.359375 Penalty: 3370.114990
	Iteration 1F: 3 clusters Score -87764.36 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -88141.906250 Penalty: 3370.114990
	Iteration 2F: 3 clusters Score -88141.91 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -88442.710938 Penalty: 3370.114990
	Iteration 3F: 3 clusters Score -88442.71 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -88672.875000 Penalty: 3370.114990
	Iteration 4F: 3 clusters Score -88672.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -89013.921875 Penalty: 3370.114990
	Iteration 5F: 3 clusters Score -89013.92 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -89428.101562 Penalty: 3370.114990
	Iteration 6Q: 3 clusters Score -89428.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -89466.726562 Penalty: 3370.114990
	Iteration 7Q: 3 clusters Score -89466.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -89484.421875 Penalty: 3370.114990
	Iteration 8Q: 3 clusters Score -89484.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -89497.906250 Penalty: 3370.114990
	Iteration 9Q: 3 clusters Score -89497.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -89505.945312 Penalty: 3370.114990
	Iteration 10Q: 3 clusters Score -89505.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -89509.945312 Penalty: 3370.114990
	Iteration 11Q: 3 clusters Score -89509.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -89513.460938 Penalty: 3370.114990
	Iteration 12Q: 3 clusters Score -89513.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -89515.335938 Penalty: 3370.114990
	Iteration 13Q: 3 clusters Score -89515.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -89516.304688 Penalty: 3370.114990
	Iteration 14Q: 3 clusters Score -89516.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -89517.210938 Penalty: 3370.114990
	Iteration 15Q: 3 clusters Score -89517.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -89517.781250 Penalty: 3370.114990
	Iteration 16Q: 3 clusters Score -89517.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -89517.781250 Penalty: 3370.114990
	Iteration 17F: 3 clusters Score -89517.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 308112 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59947 members 
Mstep: Class 7 contains 45375 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40251 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182350 members 
Mstep: Class 14 contains 458 members 
Mstep: Class 15 contains 171988 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33565 members 
Mstep: Class 19 contains 11877 members 
Mstep: Class 23 contains 51603 members 
Mstep: Class 24 contains 5807 members 
Entering Unmasked Estep 
Score: -119304552.000000 Penalty: 71765.531250
Splitting cluster 8 changes total score from -119305928.000000 to -119304552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -324227.968750 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -324228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -321156.843750 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -321156.8 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -321775.875000 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -321775.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -321955.906250 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -321955.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -322091.406250 Penalty: 3917.059082
	Iteration 3F: 3 clusters Score -322091.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -322207.000000 Penalty: 3917.059082
	Iteration 4Q: 3 clusters Score -322207 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -322294.562500 Penalty: 3917.059082
	Iteration 5Q: 3 clusters Score -322294.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -322396.156250 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -322396.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -322498.406250 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -322498.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -322617.687500 Penalty: 3917.059082
	Iteration 8Q: 3 clusters Score -322617.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -322734.218750 Penalty: 3917.059082
	Iteration 9Q: 3 clusters Score -322734.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -322858.343750 Penalty: 3917.059082
	Iteration 10Q: 3 clusters Score -322858.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -322960.687500 Penalty: 3917.059082
	Iteration 11Q: 3 clusters Score -322960.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -323057.156250 Penalty: 3917.059082
	Iteration 12Q: 3 clusters Score -323057.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -323133.687500 Penalty: 3917.059082
	Iteration 13Q: 3 clusters Score -323133.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -323230.500000 Penalty: 3917.059082
	Iteration 14Q: 3 clusters Score -323230.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -323322.562500 Penalty: 3917.059082
	Iteration 15Q: 3 clusters Score -323322.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -323389.750000 Penalty: 3917.059082
	Iteration 16Q: 3 clusters Score -323389.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -323455.437500 Penalty: 3917.059082
	Iteration 17Q: 3 clusters Score -323455.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -323512.218750 Penalty: 3917.059082
	Iteration 18Q: 3 clusters Score -323512.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -323566.125000 Penalty: 3917.059082
	Iteration 19Q: 3 clusters Score -323566.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -323614.968750 Penalty: 3917.059082
	Iteration 20F: 3 clusters Score -323615 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -323681.093750 Penalty: 3917.059082
	Iteration 21Q: 3 clusters Score -323681.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -323740.843750 Penalty: 3917.059082
	Iteration 22Q: 3 clusters Score -323740.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -323772.781250 Penalty: 3917.059082
	Iteration 23Q: 3 clusters Score -323772.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -323791.125000 Penalty: 3917.059082
	Iteration 24Q: 3 clusters Score -323791.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -323799.125000 Penalty: 3917.059082
	Iteration 25Q: 3 clusters Score -323799.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -323800.812500 Penalty: 3917.059082
	Iteration 26Q: 3 clusters Score -323800.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -323803.937500 Penalty: 3917.059082
	Iteration 27Q: 3 clusters Score -323803.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -323803.937500 Penalty: 3917.059082
	Iteration 28F: 3 clusters Score -323803.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Entering Unmasked Estep 
Score: -5127544.000000 Penalty: 2629.516602
	Iteration 0F: 2 clusters Score -5127544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -5100070.000000 Penalty: 5259.033203
	Iteration 0F: 3 clusters Score -5100070 nChanged 18348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -5110339.500000 Penalty: 5259.033203
	Iteration 1F: 3 clusters Score -5110340 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -5110844.500000 Penalty: 5259.033203
	Iteration 2Q: 3 clusters Score -5110844 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -5111307.000000 Penalty: 5259.033203
	Iteration 3Q: 3 clusters Score -5111307 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -5111863.000000 Penalty: 5259.033203
	Iteration 4Q: 3 clusters Score -5111863 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -5112588.500000 Penalty: 5259.033203
	Iteration 5Q: 3 clusters Score -5112588 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -5113579.000000 Penalty: 5259.033203
	Iteration 6Q: 3 clusters Score -5113579 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -5114806.500000 Penalty: 5259.033203
	Iteration 7F: 3 clusters Score -5114806 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -5116336.000000 Penalty: 5259.033203
	Iteration 8F: 3 clusters Score -5116336 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -5118031.000000 Penalty: 5259.033203
	Iteration 9F: 3 clusters Score -5118031 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -5119527.000000 Penalty: 5259.033203
	Iteration 10F: 3 clusters Score -5119527 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -5120482.500000 Penalty: 5259.033203
	Iteration 11Q: 3 clusters Score -5120482 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -5121006.500000 Penalty: 5259.033203
	Iteration 12Q: 3 clusters Score -5121006 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -5121280.000000 Penalty: 5259.033203
	Iteration 13Q: 3 clusters Score -5121280 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -5121508.500000 Penalty: 5259.033203
	Iteration 14Q: 3 clusters Score -5121508 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -5121759.000000 Penalty: 5259.033203
	Iteration 15Q: 3 clusters Score -5121759 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -5121969.500000 Penalty: 5259.033203
	Iteration 16Q: 3 clusters Score -5121970 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -5122171.000000 Penalty: 5259.033203
	Iteration 17Q: 3 clusters Score -5122171 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -5122317.000000 Penalty: 5259.033203
	Iteration 18Q: 3 clusters Score -5122317 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -5122462.000000 Penalty: 5259.033203
	Iteration 19Q: 3 clusters Score -5122462 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -5122645.000000 Penalty: 5259.033203
	Iteration 20F: 3 clusters Score -5122645 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -5122766.500000 Penalty: 5259.033203
	Iteration 21Q: 3 clusters Score -5122766 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -5122928.500000 Penalty: 5259.033203
	Iteration 22Q: 3 clusters Score -5122928 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -5123044.500000 Penalty: 5259.033203
	Iteration 23Q: 3 clusters Score -5123044 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -5123202.500000 Penalty: 5259.033203
	Iteration 24Q: 3 clusters Score -5123202 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -5123295.000000 Penalty: 5259.033203
	Iteration 25Q: 3 clusters Score -5123295 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -5123407.000000 Penalty: 5259.033203
	Iteration 26Q: 3 clusters Score -5123407 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -5123505.500000 Penalty: 5259.033203
	Iteration 27Q: 3 clusters Score -5123506 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -5123623.500000 Penalty: 5259.033203
	Iteration 28Q: 3 clusters Score -5123624 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -5123732.000000 Penalty: 5259.033203
	Iteration 29Q: 3 clusters Score -5123732 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -5123827.500000 Penalty: 5259.033203
	Iteration 30Q: 3 clusters Score -5123828 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -5123943.500000 Penalty: 5259.033203
	Iteration 31Q: 3 clusters Score -5123944 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -5124024.500000 Penalty: 5259.033203
	Iteration 32Q: 3 clusters Score -5124024 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -5124142.000000 Penalty: 5259.033203
	Iteration 33Q: 3 clusters Score -5124142 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -5124219.000000 Penalty: 5259.033203
	Iteration 34Q: 3 clusters Score -5124219 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -5124330.500000 Penalty: 5259.033203
	Iteration 35Q: 3 clusters Score -5124330 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -5124425.000000 Penalty: 5259.033203
	Iteration 36Q: 3 clusters Score -5124425 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -5124578.500000 Penalty: 5259.033203
	Iteration 37Q: 3 clusters Score -5124578 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -5124669.500000 Penalty: 5259.033203
	Iteration 38Q: 3 clusters Score -5124670 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -5124743.000000 Penalty: 5259.033203
	Iteration 39Q: 3 clusters Score -5124743 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -5124830.000000 Penalty: 5259.033203
	Iteration 40F: 3 clusters Score -5124830 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -5124880.000000 Penalty: 5259.033203
	Iteration 41Q: 3 clusters Score -5124880 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -5124973.500000 Penalty: 5259.033203
	Iteration 42Q: 3 clusters Score -5124974 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -5125039.500000 Penalty: 5259.033203
	Iteration 43Q: 3 clusters Score -5125040 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -5125093.500000 Penalty: 5259.033203
	Iteration 44Q: 3 clusters Score -5125094 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -5125140.500000 Penalty: 5259.033203
	Iteration 45Q: 3 clusters Score -5125140 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -5125178.500000 Penalty: 5259.033203
	Iteration 46Q: 3 clusters Score -5125178 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -5125213.500000 Penalty: 5259.033203
	Iteration 47Q: 3 clusters Score -5125214 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -5125250.000000 Penalty: 5259.033203
	Iteration 48Q: 3 clusters Score -5125250 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -5125301.500000 Penalty: 5259.033203
	Iteration 49Q: 3 clusters Score -5125302 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -5125342.000000 Penalty: 5259.033203
	Iteration 50Q: 3 clusters Score -5125342 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -5125359.500000 Penalty: 5259.033203
	Iteration 51Q: 3 clusters Score -5125360 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -5125376.500000 Penalty: 5259.033203
	Iteration 52Q: 3 clusters Score -5125376 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5125396.000000 Penalty: 5259.033203
	Iteration 53Q: 3 clusters Score -5125396 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5125426.500000 Penalty: 5259.033203
	Iteration 54Q: 3 clusters Score -5125426 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -5125448.500000 Penalty: 5259.033203
	Iteration 55Q: 3 clusters Score -5125448 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5125476.500000 Penalty: 5259.033203
	Iteration 56Q: 3 clusters Score -5125476 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -5125493.500000 Penalty: 5259.033203
	Iteration 57Q: 3 clusters Score -5125494 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5125494.000000 Penalty: 5259.033203
	Iteration 58Q: 3 clusters Score -5125494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5125512.000000 Penalty: 5259.033203
	Iteration 59Q: 3 clusters Score -5125512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5125531.000000 Penalty: 5259.033203
	Iteration 60F: 3 clusters Score -5125531 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5125540.500000 Penalty: 5259.033203
	Iteration 61Q: 3 clusters Score -5125540 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -5125560.000000 Penalty: 5259.033203
	Iteration 62Q: 3 clusters Score -5125560 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5125582.500000 Penalty: 5259.033203
	Iteration 63Q: 3 clusters Score -5125582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5125573.500000 Penalty: 5259.033203
	Iteration 64Q: 3 clusters Score -5125574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -5125596.000000 Penalty: 5259.033203
	Iteration 65Q: 3 clusters Score -5125596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -5125605.500000 Penalty: 5259.033203
	Iteration 66Q: 3 clusters Score -5125606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5125602.000000 Penalty: 5259.033203
	Iteration 67Q: 3 clusters Score -5125602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5125607.500000 Penalty: 5259.033203
	Iteration 68Q: 3 clusters Score -5125608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5125615.500000 Penalty: 5259.033203
	Iteration 69Q: 3 clusters Score -5125616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5125616.000000 Penalty: 5259.033203
	Iteration 70Q: 3 clusters Score -5125616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -5125628.500000 Penalty: 5259.033203
	Iteration 71Q: 3 clusters Score -5125628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5125633.000000 Penalty: 5259.033203
	Iteration 72Q: 3 clusters Score -5125633 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5125649.000000 Penalty: 5259.033203
	Iteration 73Q: 3 clusters Score -5125649 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5125660.500000 Penalty: 5259.033203
	Iteration 74Q: 3 clusters Score -5125660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5125669.000000 Penalty: 5259.033203
	Iteration 75Q: 3 clusters Score -5125669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5125674.500000 Penalty: 5259.033203
	Iteration 76Q: 3 clusters Score -5125674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5125677.500000 Penalty: 5259.033203
	Iteration 77Q: 3 clusters Score -5125678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5125676.000000 Penalty: 5259.033203
	Iteration 78Q: 3 clusters Score -5125676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5125676.500000 Penalty: 5259.033203
	Iteration 79Q: 3 clusters Score -5125676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5125676.000000 Penalty: 5259.033203
	Iteration 80F: 3 clusters Score -5125676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5125680.000000 Penalty: 5259.033203
	Iteration 81Q: 3 clusters Score -5125680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5125675.000000 Penalty: 5259.033203
	Iteration 82Q: 3 clusters Score -5125675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5125674.500000 Penalty: 5259.033203
	Iteration 83Q: 3 clusters Score -5125674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5125682.000000 Penalty: 5259.033203
	Iteration 84Q: 3 clusters Score -5125682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5125689.500000 Penalty: 5259.033203
	Iteration 85Q: 3 clusters Score -5125690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5125700.000000 Penalty: 5259.033203
	Iteration 86Q: 3 clusters Score -5125700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5125693.000000 Penalty: 5259.033203
	Iteration 87Q: 3 clusters Score -5125693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5125694.000000 Penalty: 5259.033203
	Iteration 88Q: 3 clusters Score -5125694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5125694.500000 Penalty: 5259.033203
	Iteration 89Q: 3 clusters Score -5125694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5125692.000000 Penalty: 5259.033203
	Iteration 90Q: 3 clusters Score -5125692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5125695.000000 Penalty: 5259.033203
	Iteration 91Q: 3 clusters Score -5125695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5125695.000000 Penalty: 5259.033203
	Iteration 92F: 3 clusters Score -5125695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -50179.160156 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -50179.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48688.148438 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -48688.15 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48860.324219 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -48860.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48978.613281 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -48978.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49092.789062 Penalty: 3054.911377
	Iteration 3Q: 3 clusters Score -49092.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49207.894531 Penalty: 3054.911377
	Iteration 4Q: 3 clusters Score -49207.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49274.835938 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -49274.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49338.511719 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -49338.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49385.250000 Penalty: 3054.911377
	Iteration 7Q: 3 clusters Score -49385.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49416.199219 Penalty: 3054.911377
	Iteration 8Q: 3 clusters Score -49416.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49429.371094 Penalty: 3054.911377
	Iteration 9Q: 3 clusters Score -49429.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49433.726562 Penalty: 3054.911377
	Iteration 10Q: 3 clusters Score -49433.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49441.519531 Penalty: 3054.911377
	Iteration 11Q: 3 clusters Score -49441.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49460.312500 Penalty: 3054.911377
	Iteration 12Q: 3 clusters Score -49460.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49478.222656 Penalty: 3054.911377
	Iteration 13Q: 3 clusters Score -49478.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49486.152344 Penalty: 3054.911377
	Iteration 14Q: 3 clusters Score -49486.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49501.460938 Penalty: 3054.911377
	Iteration 15Q: 3 clusters Score -49501.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -49548.695312 Penalty: 3054.911377
	Iteration 16Q: 3 clusters Score -49548.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49656.253906 Penalty: 3054.911377
	Iteration 17Q: 3 clusters Score -49656.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49691.476562 Penalty: 3054.911377
	Iteration 18Q: 3 clusters Score -49691.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49691.476562 Penalty: 3054.911377
	Iteration 19F: 3 clusters Score -49691.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -287419.000000 Penalty: 1928.892578
	Iteration 0F: 2 clusters Score -287419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -284537.343750 Penalty: 3857.785156
	Iteration 0F: 3 clusters Score -284537.3 nChanged 800
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: -285200.031250 Penalty: 3857.785156
	Iteration 1F: 3 clusters Score -285200 nChanged 206
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: -285458.187500 Penalty: 3857.785156
	Iteration 2F: 3 clusters Score -285458.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -285717.000000 Penalty: 3857.785156
	Iteration 3F: 3 clusters Score -285717 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -286006.468750 Penalty: 3857.785156
	Iteration 4F: 3 clusters Score -286006.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -286297.656250 Penalty: 3857.785156
	Iteration 5F: 3 clusters Score -286297.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -286600.125000 Penalty: 3857.785156
	Iteration 6F: 3 clusters Score -286600.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -286864.312500 Penalty: 3857.785156
	Iteration 7F: 3 clusters Score -286864.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -287026.406250 Penalty: 3857.785156
	Iteration 8Q: 3 clusters Score -287026.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -287098.562500 Penalty: 3857.785156
	Iteration 9Q: 3 clusters Score -287098.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -287132.406250 Penalty: 3857.785156
	Iteration 10Q: 3 clusters Score -287132.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -287147.406250 Penalty: 3857.785156
	Iteration 11Q: 3 clusters Score -287147.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -287151.500000 Penalty: 3857.785156
	Iteration 12Q: 3 clusters Score -287151.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -287156.281250 Penalty: 3857.785156
	Iteration 13Q: 3 clusters Score -287156.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -287156.281250 Penalty: 3857.785156
	Iteration 14F: 3 clusters Score -287156.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (182350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182350 members 
Entering Unmasked Estep 
Score: -23005954.000000 Penalty: 3004.193359
	Iteration 0F: 2 clusters Score -2.300595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91180 members 
Mstep: Class 2 contains 91170 members 
Entering Unmasked Estep 
Score: -22886436.000000 Penalty: 6008.386719
	Iteration 0F: 3 clusters Score -2.288644e+07 nChanged 87068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91854 members 
Mstep: Class 2 contains 90496 members 
Entering Unmasked Estep 
Score: -22937892.000000 Penalty: 6008.386719
	Iteration 1F: 3 clusters Score -2.293789e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92161 members 
Mstep: Class 2 contains 90189 members 
Entering Unmasked Estep 
Score: -22938822.000000 Penalty: 6008.386719
	Iteration 2Q: 3 clusters Score -2.293882e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92533 members 
Mstep: Class 2 contains 89817 members 
Entering Unmasked Estep 
Score: -22939678.000000 Penalty: 6008.386719
	Iteration 3Q: 3 clusters Score -2.293968e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93146 members 
Mstep: Class 2 contains 89204 members 
Entering Unmasked Estep 
Score: -22940758.000000 Penalty: 6008.386719
	Iteration 4Q: 3 clusters Score -2.294076e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93838 members 
Mstep: Class 2 contains 88512 members 
Entering Unmasked Estep 
Score: -22942486.000000 Penalty: 6008.386719
	Iteration 5Q: 3 clusters Score -2.294249e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94954 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -22944918.000000 Penalty: 6008.386719
	Iteration 6Q: 3 clusters Score -2.294492e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96429 members 
Mstep: Class 2 contains 85921 members 
Entering Unmasked Estep 
Score: -22948532.000000 Penalty: 6008.386719
	Iteration 7Q: 3 clusters Score -2.294853e+07 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98592 members 
Mstep: Class 2 contains 83758 members 
Entering Unmasked Estep 
Score: -22953364.000000 Penalty: 6008.386719
	Iteration 8Q: 3 clusters Score -2.295336e+07 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101284 members 
Mstep: Class 2 contains 81066 members 
Entering Unmasked Estep 
Score: -22960304.000000 Penalty: 6008.386719
	Iteration 9F: 3 clusters Score -2.29603e+07 nChanged 11148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104142 members 
Mstep: Class 2 contains 78208 members 
Entering Unmasked Estep 
Score: -22968210.000000 Penalty: 6008.386719
	Iteration 10F: 3 clusters Score -2.296821e+07 nChanged 10222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106628 members 
Mstep: Class 2 contains 75722 members 
Entering Unmasked Estep 
Score: -22974344.000000 Penalty: 6008.386719
	Iteration 11F: 3 clusters Score -2.297434e+07 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108640 members 
Mstep: Class 2 contains 73710 members 
Entering Unmasked Estep 
Score: -22977730.000000 Penalty: 6008.386719
	Iteration 12Q: 3 clusters Score -2.297773e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110286 members 
Mstep: Class 2 contains 72064 members 
Entering Unmasked Estep 
Score: -22979522.000000 Penalty: 6008.386719
	Iteration 13Q: 3 clusters Score -2.297952e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111887 members 
Mstep: Class 2 contains 70463 members 
Entering Unmasked Estep 
Score: -22980112.000000 Penalty: 6008.386719
	Iteration 14Q: 3 clusters Score -2.298011e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113585 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -22980784.000000 Penalty: 6008.386719
	Iteration 15Q: 3 clusters Score -2.298078e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115351 members 
Mstep: Class 2 contains 66999 members 
Entering Unmasked Estep 
Score: -22981370.000000 Penalty: 6008.386719
	Iteration 16Q: 3 clusters Score -2.298137e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117205 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -22981902.000000 Penalty: 6008.386719
	Iteration 17Q: 3 clusters Score -2.29819e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119128 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -22982614.000000 Penalty: 6008.386719
	Iteration 18Q: 3 clusters Score -2.298261e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121126 members 
Mstep: Class 2 contains 61224 members 
Entering Unmasked Estep 
Score: -22983272.000000 Penalty: 6008.386719
	Iteration 19Q: 3 clusters Score -2.298327e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123123 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -22983974.000000 Penalty: 6008.386719
	Iteration 20F: 3 clusters Score -2.298397e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125188 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -22984734.000000 Penalty: 6008.386719
	Iteration 21Q: 3 clusters Score -2.298473e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127291 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -22985378.000000 Penalty: 6008.386719
	Iteration 22Q: 3 clusters Score -2.298538e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129532 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -22986118.000000 Penalty: 6008.386719
	Iteration 23Q: 3 clusters Score -2.298612e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131872 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -22986970.000000 Penalty: 6008.386719
	Iteration 24Q: 3 clusters Score -2.298697e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134264 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -22987948.000000 Penalty: 6008.386719
	Iteration 25Q: 3 clusters Score -2.298795e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136721 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -22988724.000000 Penalty: 6008.386719
	Iteration 26Q: 3 clusters Score -2.298872e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139246 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -22989770.000000 Penalty: 6008.386719
	Iteration 27Q: 3 clusters Score -2.298977e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141829 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -22990764.000000 Penalty: 6008.386719
	Iteration 28Q: 3 clusters Score -2.299076e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144481 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -22991960.000000 Penalty: 6008.386719
	Iteration 29Q: 3 clusters Score -2.299196e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147143 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -22993216.000000 Penalty: 6008.386719
	Iteration 30Q: 3 clusters Score -2.299322e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149784 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -22994444.000000 Penalty: 6008.386719
	Iteration 31Q: 3 clusters Score -2.299444e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152487 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -22995648.000000 Penalty: 6008.386719
	Iteration 32Q: 3 clusters Score -2.299565e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155047 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -22996732.000000 Penalty: 6008.386719
	Iteration 33Q: 3 clusters Score -2.299673e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157575 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -22997808.000000 Penalty: 6008.386719
	Iteration 34Q: 3 clusters Score -2.299781e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159960 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -22998718.000000 Penalty: 6008.386719
	Iteration 35Q: 3 clusters Score -2.299872e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162112 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -22999618.000000 Penalty: 6008.386719
	Iteration 36Q: 3 clusters Score -2.299962e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164127 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -23000402.000000 Penalty: 6008.386719
	Iteration 37Q: 3 clusters Score -2.30004e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165974 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -23000978.000000 Penalty: 6008.386719
	Iteration 38Q: 3 clusters Score -2.300098e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167636 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -23001602.000000 Penalty: 6008.386719
	Iteration 39Q: 3 clusters Score -2.30016e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169146 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -23002042.000000 Penalty: 6008.386719
	Iteration 40F: 3 clusters Score -2.300204e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170549 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -23002634.000000 Penalty: 6008.386719
	Iteration 41Q: 3 clusters Score -2.300263e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171790 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -23002974.000000 Penalty: 6008.386719
	Iteration 42Q: 3 clusters Score -2.300297e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172879 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -23003272.000000 Penalty: 6008.386719
	Iteration 43Q: 3 clusters Score -2.300327e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173843 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -23003438.000000 Penalty: 6008.386719
	Iteration 44Q: 3 clusters Score -2.300344e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174700 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -23003622.000000 Penalty: 6008.386719
	Iteration 45Q: 3 clusters Score -2.300362e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175429 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -23003706.000000 Penalty: 6008.386719
	Iteration 46Q: 3 clusters Score -2.300371e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176060 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -23003812.000000 Penalty: 6008.386719
	Iteration 47Q: 3 clusters Score -2.300381e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176602 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -23003934.000000 Penalty: 6008.386719
	Iteration 48Q: 3 clusters Score -2.300393e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177077 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -23004010.000000 Penalty: 6008.386719
	Iteration 49Q: 3 clusters Score -2.300401e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177494 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -23004004.000000 Penalty: 6008.386719
	Iteration 50Q: 3 clusters Score -2.3004e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177881 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -23004110.000000 Penalty: 6008.386719
	Iteration 51Q: 3 clusters Score -2.300411e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178187 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -23004094.000000 Penalty: 6008.386719
	Iteration 52Q: 3 clusters Score -2.300409e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178455 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -23004112.000000 Penalty: 6008.386719
	Iteration 53Q: 3 clusters Score -2.300411e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178705 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -23004118.000000 Penalty: 6008.386719
	Iteration 54Q: 3 clusters Score -2.300412e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178913 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -23004104.000000 Penalty: 6008.386719
	Iteration 55Q: 3 clusters Score -2.30041e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179101 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -23004126.000000 Penalty: 6008.386719
	Iteration 56Q: 3 clusters Score -2.300413e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179271 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -23004106.000000 Penalty: 6008.386719
	Iteration 57Q: 3 clusters Score -2.300411e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179416 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -23004126.000000 Penalty: 6008.386719
	Iteration 58Q: 3 clusters Score -2.300413e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179525 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -23004130.000000 Penalty: 6008.386719
	Iteration 59Q: 3 clusters Score -2.300413e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179617 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -23004166.000000 Penalty: 6008.386719
	Iteration 60F: 3 clusters Score -2.300417e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179715 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -23004180.000000 Penalty: 6008.386719
	Iteration 61Q: 3 clusters Score -2.300418e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179806 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -23004176.000000 Penalty: 6008.386719
	Iteration 62Q: 3 clusters Score -2.300418e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179882 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -23004176.000000 Penalty: 6008.386719
	Iteration 63Q: 3 clusters Score -2.300418e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179941 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -23004198.000000 Penalty: 6008.386719
	Iteration 64Q: 3 clusters Score -2.30042e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179979 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -23004198.000000 Penalty: 6008.386719
	Iteration 65Q: 3 clusters Score -2.30042e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180013 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -23004196.000000 Penalty: 6008.386719
	Iteration 66Q: 3 clusters Score -2.30042e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180053 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -23004194.000000 Penalty: 6008.386719
	Iteration 67Q: 3 clusters Score -2.300419e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180090 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -23004222.000000 Penalty: 6008.386719
	Iteration 68Q: 3 clusters Score -2.300422e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180127 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -23004240.000000 Penalty: 6008.386719
	Iteration 69Q: 3 clusters Score -2.300424e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180155 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -23004256.000000 Penalty: 6008.386719
	Iteration 70Q: 3 clusters Score -2.300426e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180186 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -23004258.000000 Penalty: 6008.386719
	Iteration 71Q: 3 clusters Score -2.300426e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180217 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -23004296.000000 Penalty: 6008.386719
	Iteration 72Q: 3 clusters Score -2.30043e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180251 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -23004284.000000 Penalty: 6008.386719
	Iteration 73Q: 3 clusters Score -2.300428e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180281 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -23004284.000000 Penalty: 6008.386719
	Iteration 74Q: 3 clusters Score -2.300428e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180310 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -23004284.000000 Penalty: 6008.386719
	Iteration 75Q: 3 clusters Score -2.300428e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180330 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -23004282.000000 Penalty: 6008.386719
	Iteration 76Q: 3 clusters Score -2.300428e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180351 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -23004258.000000 Penalty: 6008.386719
	Iteration 77Q: 3 clusters Score -2.300426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180362 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -23004242.000000 Penalty: 6008.386719
	Iteration 78Q: 3 clusters Score -2.300424e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180377 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -23004264.000000 Penalty: 6008.386719
	Iteration 79Q: 3 clusters Score -2.300426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180388 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -23004272.000000 Penalty: 6008.386719
	Iteration 80F: 3 clusters Score -2.300427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180397 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -23004242.000000 Penalty: 6008.386719
	Iteration 81Q: 3 clusters Score -2.300424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180403 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -23004236.000000 Penalty: 6008.386719
	Iteration 82Q: 3 clusters Score -2.300424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180406 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -23004238.000000 Penalty: 6008.386719
	Iteration 83Q: 3 clusters Score -2.300424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180409 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -23004256.000000 Penalty: 6008.386719
	Iteration 84Q: 3 clusters Score -2.300426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180411 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -23004258.000000 Penalty: 6008.386719
	Iteration 85Q: 3 clusters Score -2.300426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180413 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -23004262.000000 Penalty: 6008.386719
	Iteration 86Q: 3 clusters Score -2.300426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180413 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -23004280.000000 Penalty: 6008.386719
	Iteration 87Q: 3 clusters Score -2.300428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180417 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -23004274.000000 Penalty: 6008.386719
	Iteration 88Q: 3 clusters Score -2.300427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180420 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -23004270.000000 Penalty: 6008.386719
	Iteration 89Q: 3 clusters Score -2.300427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180423 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -23004262.000000 Penalty: 6008.386719
	Iteration 90Q: 3 clusters Score -2.300426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180427 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -23004260.000000 Penalty: 6008.386719
	Iteration 91Q: 3 clusters Score -2.300426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180431 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -23004272.000000 Penalty: 6008.386719
	Iteration 92Q: 3 clusters Score -2.300427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180434 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -23004266.000000 Penalty: 6008.386719
	Iteration 93Q: 3 clusters Score -2.300427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180436 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -23004278.000000 Penalty: 6008.386719
	Iteration 94Q: 3 clusters Score -2.300428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180437 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -23004274.000000 Penalty: 6008.386719
	Iteration 95Q: 3 clusters Score -2.300427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180439 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -23004284.000000 Penalty: 6008.386719
	Iteration 96Q: 3 clusters Score -2.300428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180441 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -23004282.000000 Penalty: 6008.386719
	Iteration 97Q: 3 clusters Score -2.300428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180441 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -23004282.000000 Penalty: 6008.386719
	Iteration 98F: 3 clusters Score -2.300428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (171988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171988 members 
Entering Unmasked Estep 
Score: -21694148.000000 Penalty: 2989.684570
	Iteration 0F: 2 clusters Score -2.169415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86197 members 
Mstep: Class 2 contains 85791 members 
Entering Unmasked Estep 
Score: -21579882.000000 Penalty: 5979.369141
	Iteration 0F: 3 clusters Score -2.157988e+07 nChanged 82540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88491 members 
Mstep: Class 2 contains 83497 members 
Entering Unmasked Estep 
Score: -21627888.000000 Penalty: 5979.369141
	Iteration 1F: 3 clusters Score -2.162789e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89899 members 
Mstep: Class 2 contains 82089 members 
Entering Unmasked Estep 
Score: -21628876.000000 Penalty: 5979.369141
	Iteration 2Q: 3 clusters Score -2.162888e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92093 members 
Mstep: Class 2 contains 79895 members 
Entering Unmasked Estep 
Score: -21629934.000000 Penalty: 5979.369141
	Iteration 3Q: 3 clusters Score -2.162993e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95354 members 
Mstep: Class 2 contains 76634 members 
Entering Unmasked Estep 
Score: -21631560.000000 Penalty: 5979.369141
	Iteration 4Q: 3 clusters Score -2.163156e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100297 members 
Mstep: Class 2 contains 71691 members 
Entering Unmasked Estep 
Score: -21633924.000000 Penalty: 5979.369141
	Iteration 5Q: 3 clusters Score -2.163392e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107483 members 
Mstep: Class 2 contains 64505 members 
Entering Unmasked Estep 
Score: -21637740.000000 Penalty: 5979.369141
	Iteration 6Q: 3 clusters Score -2.163774e+07 nChanged 10192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117337 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -21644438.000000 Penalty: 5979.369141
	Iteration 7F: 3 clusters Score -2.164444e+07 nChanged 12597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129794 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -21654126.000000 Penalty: 5979.369141
	Iteration 8F: 3 clusters Score -2.165413e+07 nChanged 13264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143018 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -21665590.000000 Penalty: 5979.369141
	Iteration 9F: 3 clusters Score -2.166559e+07 nChanged 11717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154727 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -21676508.000000 Penalty: 5979.369141
	Iteration 10F: 3 clusters Score -2.167651e+07 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163096 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -21684202.000000 Penalty: 5979.369141
	Iteration 11Q: 3 clusters Score -2.16842e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167994 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -21688458.000000 Penalty: 5979.369141
	Iteration 12Q: 3 clusters Score -2.168846e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170206 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -21690306.000000 Penalty: 5979.369141
	Iteration 13Q: 3 clusters Score -2.169031e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171099 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -21691008.000000 Penalty: 5979.369141
	Iteration 14Q: 3 clusters Score -2.169101e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171406 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -21691248.000000 Penalty: 5979.369141
	Iteration 15Q: 3 clusters Score -2.169125e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171524 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -21691370.000000 Penalty: 5979.369141
	Iteration 16Q: 3 clusters Score -2.169137e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171575 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -21691446.000000 Penalty: 5979.369141
	Iteration 17Q: 3 clusters Score -2.169145e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171614 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -21691472.000000 Penalty: 5979.369141
	Iteration 18Q: 3 clusters Score -2.169147e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171634 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -21691524.000000 Penalty: 5979.369141
	Iteration 19Q: 3 clusters Score -2.169152e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171648 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -21691550.000000 Penalty: 5979.369141
	Iteration 20F: 3 clusters Score -2.169155e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171658 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -21691548.000000 Penalty: 5979.369141
	Iteration 21Q: 3 clusters Score -2.169155e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171662 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -21691570.000000 Penalty: 5979.369141
	Iteration 22Q: 3 clusters Score -2.169157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171666 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -21691574.000000 Penalty: 5979.369141
	Iteration 23Q: 3 clusters Score -2.169157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171668 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -21691586.000000 Penalty: 5979.369141
	Iteration 24Q: 3 clusters Score -2.169159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171667 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -21691594.000000 Penalty: 5979.369141
	Iteration 25Q: 3 clusters Score -2.169159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171667 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -21691612.000000 Penalty: 5979.369141
	Iteration 26Q: 3 clusters Score -2.169161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171667 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -21691612.000000 Penalty: 5979.369141
	Iteration 27F: 3 clusters Score -2.169161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Entering Unmasked Estep 
Score: -1489389.375000 Penalty: 2339.444336
	Iteration 0F: 2 clusters Score -1489389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1480215.250000 Penalty: 4678.888672
	Iteration 0F: 3 clusters Score -1480215 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1483096.375000 Penalty: 4678.888672
	Iteration 1F: 3 clusters Score -1483096 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1483555.250000 Penalty: 4678.888672
	Iteration 2F: 3 clusters Score -1483555 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1484066.625000 Penalty: 4678.888672
	Iteration 3F: 3 clusters Score -1484067 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1484663.000000 Penalty: 4678.888672
	Iteration 4F: 3 clusters Score -1484663 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1485477.750000 Penalty: 4678.888672
	Iteration 5F: 3 clusters Score -1485478 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1486371.000000 Penalty: 4678.888672
	Iteration 6F: 3 clusters Score -1486371 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1487074.750000 Penalty: 4678.888672
	Iteration 7F: 3 clusters Score -1487075 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1487573.000000 Penalty: 4678.888672
	Iteration 8F: 3 clusters Score -1487573 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1487912.625000 Penalty: 4678.888672
	Iteration 9Q: 3 clusters Score -1487913 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1488132.375000 Penalty: 4678.888672
	Iteration 10Q: 3 clusters Score -1488132 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1488274.000000 Penalty: 4678.888672
	Iteration 11Q: 3 clusters Score -1488274 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1488354.625000 Penalty: 4678.888672
	Iteration 12Q: 3 clusters Score -1488355 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1488399.875000 Penalty: 4678.888672
	Iteration 13Q: 3 clusters Score -1488400 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1488427.375000 Penalty: 4678.888672
	Iteration 14Q: 3 clusters Score -1488427 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1488457.000000 Penalty: 4678.888672
	Iteration 15Q: 3 clusters Score -1488457 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1488485.750000 Penalty: 4678.888672
	Iteration 16Q: 3 clusters Score -1488486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1488496.250000 Penalty: 4678.888672
	Iteration 17Q: 3 clusters Score -1488496 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1488515.000000 Penalty: 4678.888672
	Iteration 18Q: 3 clusters Score -1488515 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1488531.500000 Penalty: 4678.888672
	Iteration 19Q: 3 clusters Score -1488532 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1488547.875000 Penalty: 4678.888672
	Iteration 20F: 3 clusters Score -1488548 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1488568.750000 Penalty: 4678.888672
	Iteration 21Q: 3 clusters Score -1488569 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1488590.875000 Penalty: 4678.888672
	Iteration 22Q: 3 clusters Score -1488591 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1488614.375000 Penalty: 4678.888672
	Iteration 23Q: 3 clusters Score -1488614 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1488633.125000 Penalty: 4678.888672
	Iteration 24Q: 3 clusters Score -1488633 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1488647.000000 Penalty: 4678.888672
	Iteration 25Q: 3 clusters Score -1488647 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1488665.750000 Penalty: 4678.888672
	Iteration 26Q: 3 clusters Score -1488666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1488676.375000 Penalty: 4678.888672
	Iteration 27Q: 3 clusters Score -1488676 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1488693.500000 Penalty: 4678.888672
	Iteration 28Q: 3 clusters Score -1488694 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1488706.125000 Penalty: 4678.888672
	Iteration 29Q: 3 clusters Score -1488706 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1488719.875000 Penalty: 4678.888672
	Iteration 30Q: 3 clusters Score -1488720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1488725.625000 Penalty: 4678.888672
	Iteration 31Q: 3 clusters Score -1488726 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1488741.250000 Penalty: 4678.888672
	Iteration 32Q: 3 clusters Score -1488741 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1488750.375000 Penalty: 4678.888672
	Iteration 33Q: 3 clusters Score -1488750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1488759.125000 Penalty: 4678.888672
	Iteration 34Q: 3 clusters Score -1488759 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1488767.250000 Penalty: 4678.888672
	Iteration 35Q: 3 clusters Score -1488767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1488776.125000 Penalty: 4678.888672
	Iteration 36Q: 3 clusters Score -1488776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1488784.375000 Penalty: 4678.888672
	Iteration 37Q: 3 clusters Score -1488784 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1488794.250000 Penalty: 4678.888672
	Iteration 38Q: 3 clusters Score -1488794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1488795.625000 Penalty: 4678.888672
	Iteration 39Q: 3 clusters Score -1488796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1488799.375000 Penalty: 4678.888672
	Iteration 40F: 3 clusters Score -1488799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1488803.250000 Penalty: 4678.888672
	Iteration 41Q: 3 clusters Score -1488803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1488802.875000 Penalty: 4678.888672
	Iteration 42Q: 3 clusters Score -1488803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1488808.250000 Penalty: 4678.888672
	Iteration 43Q: 3 clusters Score -1488808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1488808.875000 Penalty: 4678.888672
	Iteration 44Q: 3 clusters Score -1488809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1488806.875000 Penalty: 4678.888672
	Iteration 45Q: 3 clusters Score -1488807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1488805.125000 Penalty: 4678.888672
	Iteration 46Q: 3 clusters Score -1488805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1488807.375000 Penalty: 4678.888672
	Iteration 47Q: 3 clusters Score -1488807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1488810.500000 Penalty: 4678.888672
	Iteration 48Q: 3 clusters Score -1488810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1488809.500000 Penalty: 4678.888672
	Iteration 49Q: 3 clusters Score -1488810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1488810.750000 Penalty: 4678.888672
	Iteration 50Q: 3 clusters Score -1488811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1488811.125000 Penalty: 4678.888672
	Iteration 51Q: 3 clusters Score -1488811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1488814.375000 Penalty: 4678.888672
	Iteration 52Q: 3 clusters Score -1488814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1488815.000000 Penalty: 4678.888672
	Iteration 53Q: 3 clusters Score -1488815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1488815.500000 Penalty: 4678.888672
	Iteration 54Q: 3 clusters Score -1488816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1488817.125000 Penalty: 4678.888672
	Iteration 55Q: 3 clusters Score -1488817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1488818.625000 Penalty: 4678.888672
	Iteration 56Q: 3 clusters Score -1488819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1488817.875000 Penalty: 4678.888672
	Iteration 57Q: 3 clusters Score -1488818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1488821.125000 Penalty: 4678.888672
	Iteration 58Q: 3 clusters Score -1488821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1488822.750000 Penalty: 4678.888672
	Iteration 59Q: 3 clusters Score -1488823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1488823.250000 Penalty: 4678.888672
	Iteration 60F: 3 clusters Score -1488823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1488821.375000 Penalty: 4678.888672
	Iteration 61Q: 3 clusters Score -1488821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1488821.125000 Penalty: 4678.888672
	Iteration 62Q: 3 clusters Score -1488821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1488821.625000 Penalty: 4678.888672
	Iteration 63Q: 3 clusters Score -1488822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1488823.375000 Penalty: 4678.888672
	Iteration 64Q: 3 clusters Score -1488823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1488825.000000 Penalty: 4678.888672
	Iteration 65Q: 3 clusters Score -1488825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1488826.250000 Penalty: 4678.888672
	Iteration 66Q: 3 clusters Score -1488826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1488828.500000 Penalty: 4678.888672
	Iteration 67Q: 3 clusters Score -1488828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1488829.500000 Penalty: 4678.888672
	Iteration 68Q: 3 clusters Score -1488830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1488830.375000 Penalty: 4678.888672
	Iteration 69Q: 3 clusters Score -1488830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1488832.750000 Penalty: 4678.888672
	Iteration 70Q: 3 clusters Score -1488833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1488831.625000 Penalty: 4678.888672
	Iteration 71Q: 3 clusters Score -1488832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1488829.750000 Penalty: 4678.888672
	Iteration 72Q: 3 clusters Score -1488830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1488832.500000 Penalty: 4678.888672
	Iteration 73Q: 3 clusters Score -1488832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1488833.375000 Penalty: 4678.888672
	Iteration 74Q: 3 clusters Score -1488833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1488832.125000 Penalty: 4678.888672
	Iteration 75Q: 3 clusters Score -1488832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1488833.875000 Penalty: 4678.888672
	Iteration 76Q: 3 clusters Score -1488834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1488833.000000 Penalty: 4678.888672
	Iteration 77Q: 3 clusters Score -1488833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1488833.125000 Penalty: 4678.888672
	Iteration 78Q: 3 clusters Score -1488833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1488832.500000 Penalty: 4678.888672
	Iteration 79Q: 3 clusters Score -1488832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1488833.125000 Penalty: 4678.888672
	Iteration 80F: 3 clusters Score -1488833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -43856.921875 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -43856.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42472.921875 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -42472.92 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42961.179688 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -42961.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43125.851562 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -43125.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43313.550781 Penalty: 3062.197998
	Iteration 3F: 3 clusters Score -43313.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43519.820312 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -43519.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43729.906250 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -43729.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43782.304688 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -43782.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43803.941406 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -43803.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43809.472656 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -43809.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43822.058594 Penalty: 3062.197998
	Iteration 9Q: 3 clusters Score -43822.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43831.121094 Penalty: 3062.197998
	Iteration 10Q: 3 clusters Score -43831.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43837.386719 Penalty: 3062.197998
	Iteration 11Q: 3 clusters Score -43837.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43850.292969 Penalty: 3062.197998
	Iteration 12Q: 3 clusters Score -43850.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43865.949219 Penalty: 3062.197998
	Iteration 13Q: 3 clusters Score -43865.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43883.382812 Penalty: 3062.197998
	Iteration 14Q: 3 clusters Score -43883.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43919.140625 Penalty: 3062.197998
	Iteration 15Q: 3 clusters Score -43919.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43950.781250 Penalty: 3062.197998
	Iteration 16Q: 3 clusters Score -43950.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44020.851562 Penalty: 3062.197998
	Iteration 17Q: 3 clusters Score -44020.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44082.296875 Penalty: 3062.197998
	Iteration 18Q: 3 clusters Score -44082.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44086.644531 Penalty: 3062.197998
	Iteration 19Q: 3 clusters Score -44086.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44086.644531 Penalty: 3062.197998
	Iteration 20F: 3 clusters Score -44086.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 308112 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59947 members 
Mstep: Class 7 contains 45375 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40251 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182350 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 15 contains 171988 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 280 members 
Mstep: Class 18 contains 33565 members 
Mstep: Class 19 contains 11877 members 
Mstep: Class 23 contains 51603 members 
Mstep: Class 24 contains 5807 members 
Entering Unmasked Estep 
Score: -119304232.000000 Penalty: 71765.531250
Splitting cluster 17 changes total score from -119305928.000000 to -119304232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (33565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Entering Unmasked Estep 
Score: -4274586.500000 Penalty: 2584.467285
	Iteration 0F: 2 clusters Score -4274586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -4251606.000000 Penalty: 5168.934570
	Iteration 0F: 3 clusters Score -4251606 nChanged 15257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -4260295.000000 Penalty: 5168.934570
	Iteration 1F: 3 clusters Score -4260295 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -4260894.500000 Penalty: 5168.934570
	Iteration 2Q: 3 clusters Score -4260894 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -4261509.000000 Penalty: 5168.934570
	Iteration 3Q: 3 clusters Score -4261509 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -4262120.000000 Penalty: 5168.934570
	Iteration 4Q: 3 clusters Score -4262120 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -4262865.500000 Penalty: 5168.934570
	Iteration 5Q: 3 clusters Score -4262866 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -4263740.500000 Penalty: 5168.934570
	Iteration 6Q: 3 clusters Score -4263740 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -4264742.500000 Penalty: 5168.934570
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -4267028 nChanged 1700
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -4268168 nChanged 1407
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Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4268941 nChanged 974
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4269310 nChanged 611
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Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4269485 nChanged 423
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Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4269592 nChanged 348
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Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4269678 nChanged 288
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Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4269728 nChanged 248
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Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4269778 nChanged 217
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Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4269816 nChanged 193
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Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4269820 nChanged 185
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Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4269840 nChanged 184
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Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4269874 nChanged 183
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Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4269908 nChanged 172
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Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4269928 nChanged 184
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Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4269962 nChanged 199
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Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4269993 nChanged 205
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Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4270018 nChanged 219
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Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4270049 nChanged 214
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Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4270092 nChanged 201
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Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4270133 nChanged 200
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Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4270165 nChanged 193
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Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4270176 nChanged 191
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Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4270215 nChanged 184
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Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4270258 nChanged 213
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Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4270294 nChanged 238
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Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4270340 nChanged 261
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Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4270378 nChanged 266
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Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4270441 nChanged 257
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Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 9037 members 
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	Iteration 38Q: 3 clusters Score -4270500 nChanged 243
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Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4270555 nChanged 243
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Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4270610 nChanged 245
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Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4270658 nChanged 234
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Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4270694 nChanged 230
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Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4270767 nChanged 227
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Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 7615 members 
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Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 7392 members 
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	Iteration 45Q: 3 clusters Score -4270868 nChanged 211
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Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4270876 nChanged 199
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Mstep: Class 1 contains 26581 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4270921 nChanged 222
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Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4270978 nChanged 215
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Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4271034 nChanged 222
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Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 6327 members 
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	Iteration 50Q: 3 clusters Score -4271070 nChanged 216
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Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4271132 nChanged 246
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Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4271258 nChanged 246
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Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4271327 nChanged 249
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Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4271394 nChanged 257
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Mstep: Class 1 contains 28692 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4271494 nChanged 252
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Mstep: Class 1 contains 28944 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4271546 nChanged 243
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Mstep: Class 1 contains 29187 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4271624 nChanged 256
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Mstep: Class 1 contains 29443 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4271722 nChanged 239
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Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 3883 members 
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	Iteration 60F: 3 clusters Score -4271805 nChanged 218
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Mstep: Class 1 contains 29900 members 
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	Iteration 61Q: 3 clusters Score -4271878 nChanged 207
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Mstep: Class 1 contains 30107 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4271930 nChanged 195
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Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4272004 nChanged 175
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Mstep: Class 1 contains 30477 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4272058 nChanged 149
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Mstep: Class 1 contains 30626 members 
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	Iteration 65Q: 3 clusters Score -4272100 nChanged 148
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Mstep: Class 1 contains 30774 members 
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	Iteration 66Q: 3 clusters Score -4272144 nChanged 140
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Mstep: Class 1 contains 30912 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4272194 nChanged 131
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Mstep: Class 1 contains 31043 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4272224 nChanged 96
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Mstep: Class 1 contains 31139 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4272252 nChanged 80
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Mstep: Class 1 contains 31219 members 
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	Iteration 70Q: 3 clusters Score -4272272 nChanged 75
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Mstep: Class 1 contains 31294 members 
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	Iteration 71Q: 3 clusters Score -4272289 nChanged 51
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Mstep: Class 1 contains 31343 members 
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	Iteration 72Q: 3 clusters Score -4272308 nChanged 57
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Mstep: Class 1 contains 31400 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4272334 nChanged 56
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Mstep: Class 1 contains 31456 members 
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	Iteration 74Q: 3 clusters Score -4272344 nChanged 48
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Mstep: Class 1 contains 31502 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4272361 nChanged 50
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Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4272366 nChanged 41
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Mstep: Class 2 contains 1972 members 
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	Iteration 77Q: 3 clusters Score -4272391 nChanged 43
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Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 1929 members 
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	Iteration 78Q: 3 clusters Score -4272404 nChanged 31
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Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 1900 members 
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	Iteration 79Q: 3 clusters Score -4272413 nChanged 28
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Mstep: Class 1 contains 31693 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4272415 nChanged 33
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Mstep: Class 1 contains 31724 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4272424 nChanged 26
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	Iteration 82Q: 3 clusters Score -4272436 nChanged 21
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	Iteration 83Q: 3 clusters Score -4272432 nChanged 17
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	Iteration 84Q: 3 clusters Score -4272436 nChanged 17
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	Iteration 85Q: 3 clusters Score -4272438 nChanged 19
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	Iteration 86Q: 3 clusters Score -4272444 nChanged 18
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	Iteration 87Q: 3 clusters Score -4272449 nChanged 13
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	Iteration 88Q: 3 clusters Score -4272456 nChanged 14
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Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 1698 members 
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	Iteration 89Q: 3 clusters Score -4272451 nChanged 14
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Mstep: Class 1 contains 31881 members 
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	Iteration 90Q: 3 clusters Score -4272454 nChanged 13
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Mstep: Class 1 contains 31894 members 
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	Iteration 91Q: 3 clusters Score -4272460 nChanged 12
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Mstep: Class 1 contains 31906 members 
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	Iteration 92Q: 3 clusters Score -4272458 nChanged 8
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Mstep: Class 1 contains 31914 members 
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	Iteration 93Q: 3 clusters Score -4272468 nChanged 17
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Mstep: Class 1 contains 31931 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4272468 nChanged 15
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	Iteration 95Q: 3 clusters Score -4272466 nChanged 13
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	Iteration 96Q: 3 clusters Score -4272468 nChanged 10
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	Iteration 97Q: 3 clusters Score -4272469 nChanged 11
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4272477 nChanged 12
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	Iteration 99Q: 3 clusters Score -4272478 nChanged 7
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	Iteration 100F: 3 clusters Score -4272483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4272479.500000 Penalty: 5168.934570
	Iteration 101Q: 3 clusters Score -4272480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4272479.500000 Penalty: 5168.934570
	Iteration 102F: 3 clusters Score -4272480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Entering Unmasked Estep 
Score: -1501627.500000 Penalty: 2326.824951
	Iteration 0F: 2 clusters Score -1501628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1492809.000000 Penalty: 4653.649902
	Iteration 0F: 3 clusters Score -1492809 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1495552.875000 Penalty: 4653.649902
	Iteration 1F: 3 clusters Score -1495553 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1495994.875000 Penalty: 4653.649902
	Iteration 2F: 3 clusters Score -1495995 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1496393.375000 Penalty: 4653.649902
	Iteration 3F: 3 clusters Score -1496393 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1496828.375000 Penalty: 4653.649902
	Iteration 4F: 3 clusters Score -1496828 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1497293.375000 Penalty: 4653.649902
	Iteration 5F: 3 clusters Score -1497293 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1497768.375000 Penalty: 4653.649902
	Iteration 6F: 3 clusters Score -1497768 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1498207.000000 Penalty: 4653.649902
	Iteration 7F: 3 clusters Score -1498207 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1498623.625000 Penalty: 4653.649902
	Iteration 8Q: 3 clusters Score -1498624 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1498995.250000 Penalty: 4653.649902
	Iteration 9Q: 3 clusters Score -1498995 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1499244.500000 Penalty: 4653.649902
	Iteration 10Q: 3 clusters Score -1499244 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1499388.125000 Penalty: 4653.649902
	Iteration 11Q: 3 clusters Score -1499388 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1499476.250000 Penalty: 4653.649902
	Iteration 12Q: 3 clusters Score -1499476 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1499537.125000 Penalty: 4653.649902
	Iteration 13Q: 3 clusters Score -1499537 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1499578.500000 Penalty: 4653.649902
	Iteration 14Q: 3 clusters Score -1499578 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1499609.750000 Penalty: 4653.649902
	Iteration 15Q: 3 clusters Score -1499610 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1499627.875000 Penalty: 4653.649902
	Iteration 16Q: 3 clusters Score -1499628 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1499644.875000 Penalty: 4653.649902
	Iteration 17Q: 3 clusters Score -1499645 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1499657.625000 Penalty: 4653.649902
	Iteration 18Q: 3 clusters Score -1499658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1499660.500000 Penalty: 4653.649902
	Iteration 19Q: 3 clusters Score -1499660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1499669.500000 Penalty: 4653.649902
	Iteration 20F: 3 clusters Score -1499670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1499675.875000 Penalty: 4653.649902
	Iteration 21Q: 3 clusters Score -1499676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1499677.000000 Penalty: 4653.649902
	Iteration 22Q: 3 clusters Score -1499677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1499680.500000 Penalty: 4653.649902
	Iteration 23Q: 3 clusters Score -1499680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1499684.000000 Penalty: 4653.649902
	Iteration 24Q: 3 clusters Score -1499684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1499686.875000 Penalty: 4653.649902
	Iteration 25Q: 3 clusters Score -1499687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1499691.250000 Penalty: 4653.649902
	Iteration 26Q: 3 clusters Score -1499691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1499687.375000 Penalty: 4653.649902
	Iteration 27Q: 3 clusters Score -1499687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1499692.125000 Penalty: 4653.649902
	Iteration 28Q: 3 clusters Score -1499692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1499692.750000 Penalty: 4653.649902
	Iteration 29Q: 3 clusters Score -1499693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1499695.625000 Penalty: 4653.649902
	Iteration 30Q: 3 clusters Score -1499696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1499697.375000 Penalty: 4653.649902
	Iteration 31Q: 3 clusters Score -1499697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1499699.500000 Penalty: 4653.649902
	Iteration 32Q: 3 clusters Score -1499700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1499703.125000 Penalty: 4653.649902
	Iteration 33Q: 3 clusters Score -1499703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1499704.000000 Penalty: 4653.649902
	Iteration 34Q: 3 clusters Score -1499704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1499707.000000 Penalty: 4653.649902
	Iteration 35Q: 3 clusters Score -1499707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1499705.750000 Penalty: 4653.649902
	Iteration 36Q: 3 clusters Score -1499706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1499708.625000 Penalty: 4653.649902
	Iteration 37Q: 3 clusters Score -1499709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1499712.250000 Penalty: 4653.649902
	Iteration 38Q: 3 clusters Score -1499712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1499708.500000 Penalty: 4653.649902
	Iteration 39Q: 3 clusters Score -1499708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1499708.625000 Penalty: 4653.649902
	Iteration 40F: 3 clusters Score -1499709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1499713.250000 Penalty: 4653.649902
	Iteration 41Q: 3 clusters Score -1499713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1499708.250000 Penalty: 4653.649902
	Iteration 42Q: 3 clusters Score -1499708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1499711.875000 Penalty: 4653.649902
	Iteration 43Q: 3 clusters Score -1499712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1499716.000000 Penalty: 4653.649902
	Iteration 44Q: 3 clusters Score -1499716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1499717.875000 Penalty: 4653.649902
	Iteration 45Q: 3 clusters Score -1499718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1499716.500000 Penalty: 4653.649902
	Iteration 46Q: 3 clusters Score -1499716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1499719.125000 Penalty: 4653.649902
	Iteration 47Q: 3 clusters Score -1499719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1499720.875000 Penalty: 4653.649902
	Iteration 48Q: 3 clusters Score -1499721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1499725.500000 Penalty: 4653.649902
	Iteration 49Q: 3 clusters Score -1499726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1499726.125000 Penalty: 4653.649902
	Iteration 50Q: 3 clusters Score -1499726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1499732.500000 Penalty: 4653.649902
	Iteration 51Q: 3 clusters Score -1499732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1499726.875000 Penalty: 4653.649902
	Iteration 52Q: 3 clusters Score -1499727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1499732.375000 Penalty: 4653.649902
	Iteration 53Q: 3 clusters Score -1499732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1499733.875000 Penalty: 4653.649902
	Iteration 54Q: 3 clusters Score -1499734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1499731.750000 Penalty: 4653.649902
	Iteration 55Q: 3 clusters Score -1499732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1499734.125000 Penalty: 4653.649902
	Iteration 56Q: 3 clusters Score -1499734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1499732.250000 Penalty: 4653.649902
	Iteration 57Q: 3 clusters Score -1499732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1499731.750000 Penalty: 4653.649902
	Iteration 58Q: 3 clusters Score -1499732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1499732.250000 Penalty: 4653.649902
	Iteration 59Q: 3 clusters Score -1499732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1499730.625000 Penalty: 4653.649902
	Iteration 60F: 3 clusters Score -1499731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1499732.625000 Penalty: 4653.649902
	Iteration 61Q: 3 clusters Score -1499733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1499737.500000 Penalty: 4653.649902
	Iteration 62Q: 3 clusters Score -1499738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1499736.000000 Penalty: 4653.649902
	Iteration 63Q: 3 clusters Score -1499736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1499738.250000 Penalty: 4653.649902
	Iteration 64Q: 3 clusters Score -1499738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1499741.375000 Penalty: 4653.649902
	Iteration 65Q: 3 clusters Score -1499741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1499741.750000 Penalty: 4653.649902
	Iteration 66Q: 3 clusters Score -1499742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1499741.000000 Penalty: 4653.649902
	Iteration 67Q: 3 clusters Score -1499741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1499743.625000 Penalty: 4653.649902
	Iteration 68Q: 3 clusters Score -1499744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1499743.125000 Penalty: 4653.649902
	Iteration 69Q: 3 clusters Score -1499743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1499741.625000 Penalty: 4653.649902
	Iteration 70Q: 3 clusters Score -1499742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1499743.750000 Penalty: 4653.649902
	Iteration 71Q: 3 clusters Score -1499744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1499745.250000 Penalty: 4653.649902
	Iteration 72Q: 3 clusters Score -1499745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1499744.625000 Penalty: 4653.649902
	Iteration 73Q: 3 clusters Score -1499745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1499745.875000 Penalty: 4653.649902
	Iteration 74Q: 3 clusters Score -1499746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1499750.375000 Penalty: 4653.649902
	Iteration 75Q: 3 clusters Score -1499750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1499749.125000 Penalty: 4653.649902
	Iteration 76Q: 3 clusters Score -1499749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1499752.625000 Penalty: 4653.649902
	Iteration 77Q: 3 clusters Score -1499753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1499753.875000 Penalty: 4653.649902
	Iteration 78Q: 3 clusters Score -1499754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1499754.250000 Penalty: 4653.649902
	Iteration 79Q: 3 clusters Score -1499754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1499752.375000 Penalty: 4653.649902
	Iteration 80F: 3 clusters Score -1499752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1499756.875000 Penalty: 4653.649902
	Iteration 81Q: 3 clusters Score -1499757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1499756.625000 Penalty: 4653.649902
	Iteration 82Q: 3 clusters Score -1499757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1499754.875000 Penalty: 4653.649902
	Iteration 83Q: 3 clusters Score -1499755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1499758.875000 Penalty: 4653.649902
	Iteration 84Q: 3 clusters Score -1499759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1499758.875000 Penalty: 4653.649902
	Iteration 85Q: 3 clusters Score -1499759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1499758.250000 Penalty: 4653.649902
	Iteration 86Q: 3 clusters Score -1499758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1499758.750000 Penalty: 4653.649902
	Iteration 87Q: 3 clusters Score -1499759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1499764.000000 Penalty: 4653.649902
	Iteration 88Q: 3 clusters Score -1499764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1499761.250000 Penalty: 4653.649902
	Iteration 89Q: 3 clusters Score -1499761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1499761.375000 Penalty: 4653.649902
	Iteration 90Q: 3 clusters Score -1499761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1499760.875000 Penalty: 4653.649902
	Iteration 91Q: 3 clusters Score -1499761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1499758.875000 Penalty: 4653.649902
	Iteration 92Q: 3 clusters Score -1499759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1499762.250000 Penalty: 4653.649902
	Iteration 93Q: 3 clusters Score -1499762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1499762.500000 Penalty: 4653.649902
	Iteration 94Q: 3 clusters Score -1499762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1499762.000000 Penalty: 4653.649902
	Iteration 95Q: 3 clusters Score -1499762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1499762.000000 Penalty: 4653.649902
	Iteration 96F: 3 clusters Score -1499762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (51603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Entering Unmasked Estep 
Score: -6574940.000000 Penalty: 2691.131104
	Iteration 0F: 2 clusters Score -6574940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -6540300.000000 Penalty: 5382.262207
	Iteration 0F: 3 clusters Score -6540300 nChanged 23844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -6553378.500000 Penalty: 5382.262207
	Iteration 1F: 3 clusters Score -6553378 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -6553810.500000 Penalty: 5382.262207
	Iteration 2Q: 3 clusters Score -6553810 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -6554210.000000 Penalty: 5382.262207
	Iteration 3Q: 3 clusters Score -6554210 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -6554666.000000 Penalty: 5382.262207
	Iteration 4Q: 3 clusters Score -6554666 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -6555236.500000 Penalty: 5382.262207
	Iteration 5Q: 3 clusters Score -6555236 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -6555942.000000 Penalty: 5382.262207
	Iteration 6Q: 3 clusters Score -6555942 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -6556846.000000 Penalty: 5382.262207
	Iteration 7Q: 3 clusters Score -6556846 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -6557897.000000 Penalty: 5382.262207
	Iteration 8Q: 3 clusters Score -6557897 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -6559317.000000 Penalty: 5382.262207
	Iteration 9Q: 3 clusters Score -6559317 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -6561101.500000 Penalty: 5382.262207
	Iteration 10F: 3 clusters Score -6561102 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -6563084.500000 Penalty: 5382.262207
	Iteration 11F: 3 clusters Score -6563084 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -6564634.500000 Penalty: 5382.262207
	Iteration 12F: 3 clusters Score -6564634 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -6565455.500000 Penalty: 5382.262207
	Iteration 13Q: 3 clusters Score -6565456 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -6565790.000000 Penalty: 5382.262207
	Iteration 14Q: 3 clusters Score -6565790 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -6565948.500000 Penalty: 5382.262207
	Iteration 15Q: 3 clusters Score -6565948 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -6566080.500000 Penalty: 5382.262207
	Iteration 16Q: 3 clusters Score -6566080 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -6566164.500000 Penalty: 5382.262207
	Iteration 17Q: 3 clusters Score -6566164 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -6566302.500000 Penalty: 5382.262207
	Iteration 18Q: 3 clusters Score -6566302 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -6566379.500000 Penalty: 5382.262207
	Iteration 19Q: 3 clusters Score -6566380 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -6566502.000000 Penalty: 5382.262207
	Iteration 20F: 3 clusters Score -6566502 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -6566597.000000 Penalty: 5382.262207
	Iteration 21Q: 3 clusters Score -6566597 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -6566699.000000 Penalty: 5382.262207
	Iteration 22Q: 3 clusters Score -6566699 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -6566793.000000 Penalty: 5382.262207
	Iteration 23Q: 3 clusters Score -6566793 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -6566913.000000 Penalty: 5382.262207
	Iteration 24Q: 3 clusters Score -6566913 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -6567017.500000 Penalty: 5382.262207
	Iteration 25Q: 3 clusters Score -6567018 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -6567119.000000 Penalty: 5382.262207
	Iteration 26Q: 3 clusters Score -6567119 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -6567171.000000 Penalty: 5382.262207
	Iteration 27Q: 3 clusters Score -6567171 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -6567233.500000 Penalty: 5382.262207
	Iteration 28Q: 3 clusters Score -6567234 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -6567294.500000 Penalty: 5382.262207
	Iteration 29Q: 3 clusters Score -6567294 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -6567364.500000 Penalty: 5382.262207
	Iteration 30Q: 3 clusters Score -6567364 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -6567396.500000 Penalty: 5382.262207
	Iteration 31Q: 3 clusters Score -6567396 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -6567412.500000 Penalty: 5382.262207
	Iteration 32Q: 3 clusters Score -6567412 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -6567483.000000 Penalty: 5382.262207
	Iteration 33Q: 3 clusters Score -6567483 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -6567506.000000 Penalty: 5382.262207
	Iteration 34Q: 3 clusters Score -6567506 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -6567545.000000 Penalty: 5382.262207
	Iteration 35Q: 3 clusters Score -6567545 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -6567606.000000 Penalty: 5382.262207
	Iteration 36Q: 3 clusters Score -6567606 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -6567611.000000 Penalty: 5382.262207
	Iteration 37Q: 3 clusters Score -6567611 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -6567644.000000 Penalty: 5382.262207
	Iteration 38Q: 3 clusters Score -6567644 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -6567659.000000 Penalty: 5382.262207
	Iteration 39Q: 3 clusters Score -6567659 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -6567705.500000 Penalty: 5382.262207
	Iteration 40F: 3 clusters Score -6567706 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -6567713.500000 Penalty: 5382.262207
	Iteration 41Q: 3 clusters Score -6567714 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -6567745.000000 Penalty: 5382.262207
	Iteration 42Q: 3 clusters Score -6567745 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -6567793.500000 Penalty: 5382.262207
	Iteration 43Q: 3 clusters Score -6567794 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -6567812.500000 Penalty: 5382.262207
	Iteration 44Q: 3 clusters Score -6567812 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -6567849.000000 Penalty: 5382.262207
	Iteration 45Q: 3 clusters Score -6567849 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -6567895.500000 Penalty: 5382.262207
	Iteration 46Q: 3 clusters Score -6567896 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -6567957.000000 Penalty: 5382.262207
	Iteration 47Q: 3 clusters Score -6567957 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -6568020.000000 Penalty: 5382.262207
	Iteration 48Q: 3 clusters Score -6568020 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -6568061.000000 Penalty: 5382.262207
	Iteration 49Q: 3 clusters Score -6568061 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -6568150.500000 Penalty: 5382.262207
	Iteration 50Q: 3 clusters Score -6568150 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -6568224.000000 Penalty: 5382.262207
	Iteration 51Q: 3 clusters Score -6568224 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -6568302.000000 Penalty: 5382.262207
	Iteration 52Q: 3 clusters Score -6568302 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -6568352.000000 Penalty: 5382.262207
	Iteration 53Q: 3 clusters Score -6568352 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -6568473.000000 Penalty: 5382.262207
	Iteration 54Q: 3 clusters Score -6568473 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -6568588.000000 Penalty: 5382.262207
	Iteration 55Q: 3 clusters Score -6568588 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -6568680.000000 Penalty: 5382.262207
	Iteration 56Q: 3 clusters Score -6568680 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -6568806.000000 Penalty: 5382.262207
	Iteration 57Q: 3 clusters Score -6568806 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -6568901.500000 Penalty: 5382.262207
	Iteration 58Q: 3 clusters Score -6568902 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -6568999.000000 Penalty: 5382.262207
	Iteration 59Q: 3 clusters Score -6568999 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -6569160.000000 Penalty: 5382.262207
	Iteration 60F: 3 clusters Score -6569160 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -6569322.500000 Penalty: 5382.262207
	Iteration 61Q: 3 clusters Score -6569322 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -6569495.000000 Penalty: 5382.262207
	Iteration 62Q: 3 clusters Score -6569495 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -6569642.500000 Penalty: 5382.262207
	Iteration 63Q: 3 clusters Score -6569642 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -6569801.000000 Penalty: 5382.262207
	Iteration 64Q: 3 clusters Score -6569801 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -6569956.000000 Penalty: 5382.262207
	Iteration 65Q: 3 clusters Score -6569956 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -6570067.000000 Penalty: 5382.262207
	Iteration 66Q: 3 clusters Score -6570067 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -6570197.500000 Penalty: 5382.262207
	Iteration 67Q: 3 clusters Score -6570198 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -6570368.000000 Penalty: 5382.262207
	Iteration 68Q: 3 clusters Score -6570368 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -6570530.500000 Penalty: 5382.262207
	Iteration 69Q: 3 clusters Score -6570530 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -6570692.000000 Penalty: 5382.262207
	Iteration 70Q: 3 clusters Score -6570692 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -6570841.500000 Penalty: 5382.262207
	Iteration 71Q: 3 clusters Score -6570842 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -6570993.000000 Penalty: 5382.262207
	Iteration 72Q: 3 clusters Score -6570993 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -6571158.000000 Penalty: 5382.262207
	Iteration 73Q: 3 clusters Score -6571158 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -6571332.500000 Penalty: 5382.262207
	Iteration 74Q: 3 clusters Score -6571332 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -6571522.500000 Penalty: 5382.262207
	Iteration 75Q: 3 clusters Score -6571522 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -6571653.000000 Penalty: 5382.262207
	Iteration 76Q: 3 clusters Score -6571653 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -6571764.500000 Penalty: 5382.262207
	Iteration 77Q: 3 clusters Score -6571764 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -6571883.500000 Penalty: 5382.262207
	Iteration 78Q: 3 clusters Score -6571884 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6571994.500000 Penalty: 5382.262207
	Iteration 79Q: 3 clusters Score -6571994 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -6572097.500000 Penalty: 5382.262207
	Iteration 80F: 3 clusters Score -6572098 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -6572199.500000 Penalty: 5382.262207
	Iteration 81Q: 3 clusters Score -6572200 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6572275.500000 Penalty: 5382.262207
	Iteration 82Q: 3 clusters Score -6572276 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6572309.000000 Penalty: 5382.262207
	Iteration 83Q: 3 clusters Score -6572309 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -6572340.500000 Penalty: 5382.262207
	Iteration 84Q: 3 clusters Score -6572340 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6572360.000000 Penalty: 5382.262207
	Iteration 85Q: 3 clusters Score -6572360 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6572400.500000 Penalty: 5382.262207
	Iteration 86Q: 3 clusters Score -6572400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -6572427.000000 Penalty: 5382.262207
	Iteration 87Q: 3 clusters Score -6572427 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6572457.000000 Penalty: 5382.262207
	Iteration 88Q: 3 clusters Score -6572457 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6572472.500000 Penalty: 5382.262207
	Iteration 89Q: 3 clusters Score -6572472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6572490.000000 Penalty: 5382.262207
	Iteration 90Q: 3 clusters Score -6572490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6572512.500000 Penalty: 5382.262207
	Iteration 91Q: 3 clusters Score -6572512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6572538.500000 Penalty: 5382.262207
	Iteration 92Q: 3 clusters Score -6572538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6572547.500000 Penalty: 5382.262207
	Iteration 93Q: 3 clusters Score -6572548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6572554.500000 Penalty: 5382.262207
	Iteration 94Q: 3 clusters Score -6572554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6572553.500000 Penalty: 5382.262207
	Iteration 95Q: 3 clusters Score -6572554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6572564.500000 Penalty: 5382.262207
	Iteration 96Q: 3 clusters Score -6572564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6572566.500000 Penalty: 5382.262207
	Iteration 97Q: 3 clusters Score -6572566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6572570.000000 Penalty: 5382.262207
	Iteration 98Q: 3 clusters Score -6572570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6572577.500000 Penalty: 5382.262207
	Iteration 99Q: 3 clusters Score -6572578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6572569.000000 Penalty: 5382.262207
	Iteration 100F: 3 clusters Score -6572569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6572582.000000 Penalty: 5382.262207
	Iteration 101Q: 3 clusters Score -6572582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6572578.000000 Penalty: 5382.262207
	Iteration 102Q: 3 clusters Score -6572578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6572583.500000 Penalty: 5382.262207
	Iteration 103Q: 3 clusters Score -6572584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50595 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6572595.500000 Penalty: 5382.262207
	Iteration 104Q: 3 clusters Score -6572596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6572610.000000 Penalty: 5382.262207
	Iteration 105Q: 3 clusters Score -6572610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6572616.000000 Penalty: 5382.262207
	Iteration 106Q: 3 clusters Score -6572616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6572609.000000 Penalty: 5382.262207
	Iteration 107Q: 3 clusters Score -6572609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6572614.500000 Penalty: 5382.262207
	Iteration 108Q: 3 clusters Score -6572614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6572625.000000 Penalty: 5382.262207
	Iteration 109Q: 3 clusters Score -6572625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6572635.500000 Penalty: 5382.262207
	Iteration 110Q: 3 clusters Score -6572636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6572637.000000 Penalty: 5382.262207
	Iteration 111Q: 3 clusters Score -6572637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6572637.000000 Penalty: 5382.262207
	Iteration 112Q: 3 clusters Score -6572637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6572636.000000 Penalty: 5382.262207
	Iteration 113Q: 3 clusters Score -6572636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6572640.500000 Penalty: 5382.262207
	Iteration 114Q: 3 clusters Score -6572640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6572637.000000 Penalty: 5382.262207
	Iteration 115Q: 3 clusters Score -6572637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50694 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6572631.500000 Penalty: 5382.262207
	Iteration 116Q: 3 clusters Score -6572632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6572629.500000 Penalty: 5382.262207
	Iteration 117Q: 3 clusters Score -6572630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6572634.500000 Penalty: 5382.262207
	Iteration 118Q: 3 clusters Score -6572634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6572634.500000 Penalty: 5382.262207
	Iteration 119Q: 3 clusters Score -6572634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6572640.500000 Penalty: 5382.262207
	Iteration 120F: 3 clusters Score -6572640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6572641.000000 Penalty: 5382.262207
	Iteration 121Q: 3 clusters Score -6572641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6572646.500000 Penalty: 5382.262207
	Iteration 122Q: 3 clusters Score -6572646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6572644.500000 Penalty: 5382.262207
	Iteration 123Q: 3 clusters Score -6572644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6572655.000000 Penalty: 5382.262207
	Iteration 124Q: 3 clusters Score -6572655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6572650.500000 Penalty: 5382.262207
	Iteration 125Q: 3 clusters Score -6572650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -6572657.000000 Penalty: 5382.262207
	Iteration 126Q: 3 clusters Score -6572657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6572651.500000 Penalty: 5382.262207
	Iteration 127Q: 3 clusters Score -6572652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6572660.500000 Penalty: 5382.262207
	Iteration 128Q: 3 clusters Score -6572660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6572665.000000 Penalty: 5382.262207
	Iteration 129Q: 3 clusters Score -6572665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6572667.000000 Penalty: 5382.262207
	Iteration 130Q: 3 clusters Score -6572667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6572669.500000 Penalty: 5382.262207
	Iteration 131Q: 3 clusters Score -6572670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6572676.000000 Penalty: 5382.262207
	Iteration 132Q: 3 clusters Score -6572676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6572674.000000 Penalty: 5382.262207
	Iteration 133Q: 3 clusters Score -6572674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6572672.000000 Penalty: 5382.262207
	Iteration 134Q: 3 clusters Score -6572672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6572672.000000 Penalty: 5382.262207
	Iteration 135F: 3 clusters Score -6572672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Entering Unmasked Estep 
Score: -699047.937500 Penalty: 2149.371338
	Iteration 0F: 2 clusters Score -699047.9 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 2913 members 
Entering Unmasked Estep 
Score: -693968.312500 Penalty: 4298.742676
	Iteration 0F: 3 clusters Score -693968.3 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -695423.937500 Penalty: 4298.742676
	Iteration 1F: 3 clusters Score -695423.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -695924.875000 Penalty: 4298.742676
	Iteration 2F: 3 clusters Score -695924.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -696336.500000 Penalty: 4298.742676
	Iteration 3F: 3 clusters Score -696336.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -696653.437500 Penalty: 4298.742676
	Iteration 4F: 3 clusters Score -696653.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -696934.937500 Penalty: 4298.742676
	Iteration 5F: 3 clusters Score -696934.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -697172.875000 Penalty: 4298.742676
	Iteration 6F: 3 clusters Score -697172.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -697347.125000 Penalty: 4298.742676
	Iteration 7Q: 3 clusters Score -697347.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -697485.937500 Penalty: 4298.742676
	Iteration 8Q: 3 clusters Score -697485.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -697590.187500 Penalty: 4298.742676
	Iteration 9Q: 3 clusters Score -697590.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -697667.187500 Penalty: 4298.742676
	Iteration 10Q: 3 clusters Score -697667.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -697716.750000 Penalty: 4298.742676
	Iteration 11Q: 3 clusters Score -697716.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -697755.937500 Penalty: 4298.742676
	Iteration 12Q: 3 clusters Score -697755.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -697785.750000 Penalty: 4298.742676
	Iteration 13Q: 3 clusters Score -697785.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -697816.250000 Penalty: 4298.742676
	Iteration 14Q: 3 clusters Score -697816.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -697836.750000 Penalty: 4298.742676
	Iteration 15Q: 3 clusters Score -697836.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -697861.375000 Penalty: 4298.742676
	Iteration 16Q: 3 clusters Score -697861.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -697874.500000 Penalty: 4298.742676
	Iteration 17Q: 3 clusters Score -697874.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -697883.312500 Penalty: 4298.742676
	Iteration 18Q: 3 clusters Score -697883.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -697889.750000 Penalty: 4298.742676
	Iteration 19Q: 3 clusters Score -697889.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -697894.625000 Penalty: 4298.742676
	Iteration 20F: 3 clusters Score -697894.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -697901.312500 Penalty: 4298.742676
	Iteration 21Q: 3 clusters Score -697901.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -697903.625000 Penalty: 4298.742676
	Iteration 22Q: 3 clusters Score -697903.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -697909.125000 Penalty: 4298.742676
	Iteration 23Q: 3 clusters Score -697909.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -697915.125000 Penalty: 4298.742676
	Iteration 24Q: 3 clusters Score -697915.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -697919.500000 Penalty: 4298.742676
	Iteration 25Q: 3 clusters Score -697919.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -697925.312500 Penalty: 4298.742676
	Iteration 26Q: 3 clusters Score -697925.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -697926.500000 Penalty: 4298.742676
	Iteration 27Q: 3 clusters Score -697926.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -697926.500000 Penalty: 4298.742676
	Iteration 28F: 3 clusters Score -697926.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 308112 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59947 members 
Mstep: Class 7 contains 45375 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40251 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182350 members 
Mstep: Class 15 contains 171988 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33565 members 
Mstep: Class 19 contains 11877 members 
Mstep: Class 23 contains 51603 members 
Mstep: Class 24 contains 5807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305880.000000 Penalty: 68348.125000
Iteration 199Q: 21 clusters Score -1.193059e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 308117 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59943 members 
Mstep: Class 7 contains 45374 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40251 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182345 members 
Mstep: Class 15 contains 171989 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33564 members 
Mstep: Class 19 contains 11878 members 
Mstep: Class 23 contains 51602 members 
Mstep: Class 24 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305832.000000 Penalty: 68348.125000
Iteration 200F: 21 clusters Score -1.193058e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 308124 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59941 members 
Mstep: Class 7 contains 45373 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182344 members 
Mstep: Class 15 contains 171985 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33563 members 
Mstep: Class 19 contains 11879 members 
Mstep: Class 23 contains 51602 members 
Mstep: Class 24 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305808.000000 Penalty: 68348.125000
Iteration 201Q: 21 clusters Score -1.193058e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 308124 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59942 members 
Mstep: Class 7 contains 45373 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182342 members 
Mstep: Class 15 contains 171982 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33564 members 
Mstep: Class 19 contains 11882 members 
Mstep: Class 23 contains 51602 members 
Mstep: Class 24 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305752.000000 Penalty: 68348.125000
Iteration 202Q: 21 clusters Score -1.193058e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 308124 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59943 members 
Mstep: Class 7 contains 45373 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182341 members 
Mstep: Class 15 contains 171982 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33564 members 
Mstep: Class 19 contains 11882 members 
Mstep: Class 23 contains 51602 members 
Mstep: Class 24 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305792.000000 Penalty: 68348.125000
Iteration 203Q: 21 clusters Score -1.193058e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 308121 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59944 members 
Mstep: Class 7 contains 45372 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182345 members 
Mstep: Class 15 contains 171978 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33564 members 
Mstep: Class 19 contains 11885 members 
Mstep: Class 23 contains 51602 members 
Mstep: Class 24 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305824.000000 Penalty: 68348.125000
Iteration 204Q: 21 clusters Score -1.193058e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 308120 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59944 members 
Mstep: Class 7 contains 45372 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40253 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182346 members 
Mstep: Class 15 contains 171974 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33565 members 
Mstep: Class 19 contains 11889 members 
Mstep: Class 23 contains 51601 members 
Mstep: Class 24 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305872.000000 Penalty: 68348.125000
Iteration 205Q: 21 clusters Score -1.193059e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308120 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59945 members 
Mstep: Class 7 contains 45372 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182342 members 
Mstep: Class 15 contains 171972 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33565 members 
Mstep: Class 19 contains 11894 members 
Mstep: Class 23 contains 51603 members 
Mstep: Class 24 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305896.000000 Penalty: 68348.125000
Iteration 206Q: 21 clusters Score -1.193059e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 308116 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59948 members 
Mstep: Class 7 contains 45371 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40250 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182339 members 
Mstep: Class 15 contains 171971 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33565 members 
Mstep: Class 19 contains 11899 members 
Mstep: Class 23 contains 51605 members 
Mstep: Class 24 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305928.000000 Penalty: 68348.125000
Iteration 207Q: 21 clusters Score -1.193059e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 308113 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59947 members 
Mstep: Class 7 contains 45370 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40250 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182333 members 
Mstep: Class 15 contains 171975 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33565 members 
Mstep: Class 19 contains 11905 members 
Mstep: Class 23 contains 51605 members 
Mstep: Class 24 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305976.000000 Penalty: 68348.125000
Iteration 208Q: 21 clusters Score -1.19306e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 308112 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59949 members 
Mstep: Class 7 contains 45367 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40251 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182325 members 
Mstep: Class 15 contains 171977 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33565 members 
Mstep: Class 19 contains 11913 members 
Mstep: Class 23 contains 51605 members 
Mstep: Class 24 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305976.000000 Penalty: 68348.125000
Iteration 209Q: 21 clusters Score -1.19306e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 308112 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59950 members 
Mstep: Class 7 contains 45362 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40251 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182318 members 
Mstep: Class 15 contains 171980 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33565 members 
Mstep: Class 19 contains 11921 members 
Mstep: Class 23 contains 51605 members 
Mstep: Class 24 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119306008.000000 Penalty: 68348.125000
Iteration 210Q: 21 clusters Score -1.19306e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308110 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59952 members 
Mstep: Class 7 contains 45362 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40251 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182315 members 
Mstep: Class 15 contains 171982 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33565 members 
Mstep: Class 19 contains 11924 members 
Mstep: Class 23 contains 51604 members 
Mstep: Class 24 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305952.000000 Penalty: 68348.125000
Iteration 211Q: 21 clusters Score -1.19306e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 308109 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59952 members 
Mstep: Class 7 contains 45360 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182310 members 
Mstep: Class 15 contains 171986 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33566 members 
Mstep: Class 19 contains 11928 members 
Mstep: Class 23 contains 51603 members 
Mstep: Class 24 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305920.000000 Penalty: 68348.125000
Iteration 212Q: 21 clusters Score -1.193059e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 308111 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59953 members 
Mstep: Class 7 contains 45359 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182307 members 
Mstep: Class 15 contains 171983 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33567 members 
Mstep: Class 19 contains 11929 members 
Mstep: Class 23 contains 51604 members 
Mstep: Class 24 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305944.000000 Penalty: 68348.125000
Iteration 213Q: 21 clusters Score -1.193059e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 308116 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59953 members 
Mstep: Class 7 contains 45356 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182302 members 
Mstep: Class 15 contains 171984 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33568 members 
Mstep: Class 19 contains 11931 members 
Mstep: Class 23 contains 51603 members 
Mstep: Class 24 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305904.000000 Penalty: 68348.125000
Iteration 214Q: 21 clusters Score -1.193059e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 308118 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59954 members 
Mstep: Class 7 contains 45353 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40250 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182302 members 
Mstep: Class 15 contains 171982 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33569 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51603 members 
Mstep: Class 24 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305944.000000 Penalty: 68348.125000
Iteration 215Q: 21 clusters Score -1.193059e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308118 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59955 members 
Mstep: Class 7 contains 45353 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40250 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182300 members 
Mstep: Class 15 contains 171981 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33570 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51603 members 
Mstep: Class 24 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305912.000000 Penalty: 68348.125000
Iteration 216Q: 21 clusters Score -1.193059e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308116 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59959 members 
Mstep: Class 7 contains 45353 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40249 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182297 members 
Mstep: Class 15 contains 171982 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33572 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51602 members 
Mstep: Class 24 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305936.000000 Penalty: 68348.125000
Iteration 217Q: 21 clusters Score -1.193059e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 308115 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59962 members 
Mstep: Class 7 contains 45353 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40248 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182294 members 
Mstep: Class 15 contains 171983 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33572 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51604 members 
Mstep: Class 24 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305984.000000 Penalty: 68348.125000
Iteration 218Q: 21 clusters Score -1.19306e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 308107 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59963 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40250 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182296 members 
Mstep: Class 15 contains 171985 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33572 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51604 members 
Mstep: Class 24 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119306000.000000 Penalty: 68348.125000
Iteration 219Q: 21 clusters Score -1.19306e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 308109 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59962 members 
Mstep: Class 7 contains 45353 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40251 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182293 members 
Mstep: Class 15 contains 171984 members 
Mstep: Class 16 contains 12499 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33570 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51606 members 
Mstep: Class 24 contains 5813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305976.000000 Penalty: 68348.125000
Iteration 220F: 21 clusters Score -1.19306e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308110 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59960 members 
Mstep: Class 7 contains 45352 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40251 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182293 members 
Mstep: Class 15 contains 171985 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33569 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51606 members 
Mstep: Class 24 contains 5815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119306008.000000 Penalty: 68348.125000
Iteration 221Q: 21 clusters Score -1.19306e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308112 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59959 members 
Mstep: Class 7 contains 45352 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40251 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182291 members 
Mstep: Class 15 contains 171985 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33569 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51606 members 
Mstep: Class 24 contains 5816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305936.000000 Penalty: 68348.125000
Iteration 222Q: 21 clusters Score -1.193059e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308112 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59960 members 
Mstep: Class 7 contains 45352 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40251 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182290 members 
Mstep: Class 15 contains 171985 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33569 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51606 members 
Mstep: Class 24 contains 5816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305960.000000 Penalty: 68348.125000
Iteration 223Q: 21 clusters Score -1.19306e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308112 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59960 members 
Mstep: Class 7 contains 45352 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182289 members 
Mstep: Class 15 contains 171985 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33569 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51606 members 
Mstep: Class 24 contains 5816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305960.000000 Penalty: 68348.125000
Iteration 224Q: 21 clusters Score -1.19306e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308112 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59962 members 
Mstep: Class 7 contains 45352 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182288 members 
Mstep: Class 15 contains 171984 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33569 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51606 members 
Mstep: Class 24 contains 5816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305952.000000 Penalty: 68348.125000
Iteration 225Q: 21 clusters Score -1.19306e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308110 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59964 members 
Mstep: Class 7 contains 45353 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182287 members 
Mstep: Class 15 contains 171984 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33569 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51606 members 
Mstep: Class 24 contains 5816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305928.000000 Penalty: 68348.125000
Iteration 226Q: 21 clusters Score -1.193059e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308107 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59966 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182287 members 
Mstep: Class 15 contains 171984 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33569 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51606 members 
Mstep: Class 24 contains 5816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305944.000000 Penalty: 68348.125000
Iteration 227Q: 21 clusters Score -1.193059e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308106 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59965 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182287 members 
Mstep: Class 15 contains 171984 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33569 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51607 members 
Mstep: Class 24 contains 5817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305944.000000 Penalty: 68348.125000
Iteration 228Q: 21 clusters Score -1.193059e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308105 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59962 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182288 members 
Mstep: Class 15 contains 171984 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33569 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51608 members 
Mstep: Class 24 contains 5819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119306000.000000 Penalty: 68348.125000
Iteration 229Q: 21 clusters Score -1.19306e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308108 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59961 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182285 members 
Mstep: Class 15 contains 171984 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33569 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51608 members 
Mstep: Class 24 contains 5820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305968.000000 Penalty: 68348.125000
Iteration 230Q: 21 clusters Score -1.19306e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308110 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59959 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182285 members 
Mstep: Class 15 contains 171983 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33569 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51608 members 
Mstep: Class 24 contains 5821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305976.000000 Penalty: 68348.125000
Iteration 231Q: 21 clusters Score -1.19306e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308111 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59959 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182284 members 
Mstep: Class 15 contains 171983 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33569 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51608 members 
Mstep: Class 24 contains 5821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305944.000000 Penalty: 68348.125000
Iteration 232Q: 21 clusters Score -1.193059e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308111 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59959 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182284 members 
Mstep: Class 15 contains 171983 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33569 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51608 members 
Mstep: Class 24 contains 5821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119305944.000000 Penalty: 68348.125000
Iteration 233F: 21 clusters Score -1.193059e+08 nChanged 0
Entering ConstructFrom: 
Score: -119305944.000000 Penalty: 68348.125000
Entering ConstructFrom: 
Trying to split cluster 1 (32982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Entering Unmasked Estep 
Score: -4203937.000000 Penalty: 2580.121826
	Iteration 0F: 2 clusters Score -4203937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -4181453.500000 Penalty: 5160.243652
	Iteration 0F: 3 clusters Score -4181454 nChanged 14852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -4189449.000000 Penalty: 5160.243652
	Iteration 1F: 3 clusters Score -4189449 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -4189860.250000 Penalty: 5160.243652
	Iteration 2Q: 3 clusters Score -4189860 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -4190317.750000 Penalty: 5160.243652
	Iteration 3Q: 3 clusters Score -4190318 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -4190792.500000 Penalty: 5160.243652
	Iteration 4Q: 3 clusters Score -4190792 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -4191381.500000 Penalty: 5160.243652
	Iteration 5Q: 3 clusters Score -4191382 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -4192132.000000 Penalty: 5160.243652
	Iteration 6Q: 3 clusters Score -4192132 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -4193168.500000 Penalty: 5160.243652
	Iteration 7F: 3 clusters Score -4193168 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -4194538.500000 Penalty: 5160.243652
	Iteration 8F: 3 clusters Score -4194538 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -4196207.500000 Penalty: 5160.243652
	Iteration 9F: 3 clusters Score -4196208 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -4197956.000000 Penalty: 5160.243652
	Iteration 10F: 3 clusters Score -4197956 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -4199388.500000 Penalty: 5160.243652
	Iteration 11Q: 3 clusters Score -4199388 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -4200225.000000 Penalty: 5160.243652
	Iteration 12Q: 3 clusters Score -4200225 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -4200640.000000 Penalty: 5160.243652
	Iteration 13Q: 3 clusters Score -4200640 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -4200888.500000 Penalty: 5160.243652
	Iteration 14Q: 3 clusters Score -4200888 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -4201054.500000 Penalty: 5160.243652
	Iteration 15Q: 3 clusters Score -4201054 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -4201185.500000 Penalty: 5160.243652
	Iteration 16Q: 3 clusters Score -4201186 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -4201290.500000 Penalty: 5160.243652
	Iteration 17Q: 3 clusters Score -4201290 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -4201385.000000 Penalty: 5160.243652
	Iteration 18Q: 3 clusters Score -4201385 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -4201448.000000 Penalty: 5160.243652
	Iteration 19Q: 3 clusters Score -4201448 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -4201516.000000 Penalty: 5160.243652
	Iteration 20F: 3 clusters Score -4201516 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -4201560.000000 Penalty: 5160.243652
	Iteration 21Q: 3 clusters Score -4201560 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -4201594.500000 Penalty: 5160.243652
	Iteration 22Q: 3 clusters Score -4201594 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -4201646.000000 Penalty: 5160.243652
	Iteration 23Q: 3 clusters Score -4201646 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -4201666.000000 Penalty: 5160.243652
	Iteration 24Q: 3 clusters Score -4201666 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -4201685.500000 Penalty: 5160.243652
	Iteration 25Q: 3 clusters Score -4201686 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -4201719.500000 Penalty: 5160.243652
	Iteration 26Q: 3 clusters Score -4201720 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -4201739.500000 Penalty: 5160.243652
	Iteration 27Q: 3 clusters Score -4201740 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -4201764.000000 Penalty: 5160.243652
	Iteration 28Q: 3 clusters Score -4201764 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -4201784.000000 Penalty: 5160.243652
	Iteration 29Q: 3 clusters Score -4201784 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -4201798.000000 Penalty: 5160.243652
	Iteration 30Q: 3 clusters Score -4201798 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -4201816.500000 Penalty: 5160.243652
	Iteration 31Q: 3 clusters Score -4201816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -4201827.500000 Penalty: 5160.243652
	Iteration 32Q: 3 clusters Score -4201828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -4201838.500000 Penalty: 5160.243652
	Iteration 33Q: 3 clusters Score -4201838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -4201839.000000 Penalty: 5160.243652
	Iteration 34Q: 3 clusters Score -4201839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -4201835.500000 Penalty: 5160.243652
	Iteration 35Q: 3 clusters Score -4201836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -4201838.000000 Penalty: 5160.243652
	Iteration 36Q: 3 clusters Score -4201838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -4201846.500000 Penalty: 5160.243652
	Iteration 37Q: 3 clusters Score -4201846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -4201853.000000 Penalty: 5160.243652
	Iteration 38Q: 3 clusters Score -4201853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -4201858.000000 Penalty: 5160.243652
	Iteration 39Q: 3 clusters Score -4201858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -4201857.500000 Penalty: 5160.243652
	Iteration 40F: 3 clusters Score -4201858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -4201868.000000 Penalty: 5160.243652
	Iteration 41Q: 3 clusters Score -4201868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -4201872.500000 Penalty: 5160.243652
	Iteration 42Q: 3 clusters Score -4201872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -4201875.500000 Penalty: 5160.243652
	Iteration 43Q: 3 clusters Score -4201876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -4201884.500000 Penalty: 5160.243652
	Iteration 44Q: 3 clusters Score -4201884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -4201890.500000 Penalty: 5160.243652
	Iteration 45Q: 3 clusters Score -4201890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -4201895.000000 Penalty: 5160.243652
	Iteration 46Q: 3 clusters Score -4201895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -4201895.500000 Penalty: 5160.243652
	Iteration 47Q: 3 clusters Score -4201896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -4201896.000000 Penalty: 5160.243652
	Iteration 48Q: 3 clusters Score -4201896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -4201905.000000 Penalty: 5160.243652
	Iteration 49Q: 3 clusters Score -4201905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -4201902.000000 Penalty: 5160.243652
	Iteration 50Q: 3 clusters Score -4201902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -4201905.000000 Penalty: 5160.243652
	Iteration 51Q: 3 clusters Score -4201905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -4201908.500000 Penalty: 5160.243652
	Iteration 52Q: 3 clusters Score -4201908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -4201913.500000 Penalty: 5160.243652
	Iteration 53Q: 3 clusters Score -4201914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -4201916.000000 Penalty: 5160.243652
	Iteration 54Q: 3 clusters Score -4201916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -4201919.000000 Penalty: 5160.243652
	Iteration 55Q: 3 clusters Score -4201919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -4201919.500000 Penalty: 5160.243652
	Iteration 56Q: 3 clusters Score -4201920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -4201925.500000 Penalty: 5160.243652
	Iteration 57Q: 3 clusters Score -4201926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -4201928.500000 Penalty: 5160.243652
	Iteration 58Q: 3 clusters Score -4201928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -4201935.000000 Penalty: 5160.243652
	Iteration 59Q: 3 clusters Score -4201935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -4201936.000000 Penalty: 5160.243652
	Iteration 60F: 3 clusters Score -4201936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -4201935.500000 Penalty: 5160.243652
	Iteration 61Q: 3 clusters Score -4201936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -4201937.000000 Penalty: 5160.243652
	Iteration 62Q: 3 clusters Score -4201937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -4201937.500000 Penalty: 5160.243652
	Iteration 63Q: 3 clusters Score -4201938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -4201939.500000 Penalty: 5160.243652
	Iteration 64Q: 3 clusters Score -4201940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -4201940.000000 Penalty: 5160.243652
	Iteration 65Q: 3 clusters Score -4201940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -4201939.000000 Penalty: 5160.243652
	Iteration 66Q: 3 clusters Score -4201939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -4201942.000000 Penalty: 5160.243652
	Iteration 67Q: 3 clusters Score -4201942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -4201943.000000 Penalty: 5160.243652
	Iteration 68Q: 3 clusters Score -4201943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -4201946.500000 Penalty: 5160.243652
	Iteration 69Q: 3 clusters Score -4201946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -4201947.500000 Penalty: 5160.243652
	Iteration 70Q: 3 clusters Score -4201948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -4201943.000000 Penalty: 5160.243652
	Iteration 71Q: 3 clusters Score -4201943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -4201945.000000 Penalty: 5160.243652
	Iteration 72Q: 3 clusters Score -4201945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -4201945.000000 Penalty: 5160.243652
	Iteration 73F: 3 clusters Score -4201945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (308111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308111 members 
Entering Unmasked Estep 
Score: -38601016.000000 Penalty: 3134.277344
	Iteration 0F: 2 clusters Score -3.860102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154313 members 
Mstep: Class 2 contains 153798 members 
Entering Unmasked Estep 
Score: -38413016.000000 Penalty: 6268.554688
	Iteration 0F: 3 clusters Score -3.841302e+07 nChanged 149244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157383 members 
Mstep: Class 2 contains 150728 members 
Entering Unmasked Estep 
Score: -38500900.000000 Penalty: 6268.554688
	Iteration 1F: 3 clusters Score -3.85009e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160378 members 
Mstep: Class 2 contains 147733 members 
Entering Unmasked Estep 
Score: -38502392.000000 Penalty: 6268.554688
	Iteration 2Q: 3 clusters Score -3.850239e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165124 members 
Mstep: Class 2 contains 142987 members 
Entering Unmasked Estep 
Score: -38504224.000000 Penalty: 6268.554688
	Iteration 3Q: 3 clusters Score -3.850422e+07 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172565 members 
Mstep: Class 2 contains 135546 members 
Entering Unmasked Estep 
Score: -38507196.000000 Penalty: 6268.554688
	Iteration 4Q: 3 clusters Score -3.85072e+07 nChanged 13367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183788 members 
Mstep: Class 2 contains 124323 members 
Entering Unmasked Estep 
Score: -38512432.000000 Penalty: 6268.554688
	Iteration 5Q: 3 clusters Score -3.851243e+07 nChanged 17766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200172 members 
Mstep: Class 2 contains 107939 members 
Entering Unmasked Estep 
Score: -38521316.000000 Penalty: 6268.554688
	Iteration 6F: 3 clusters Score -3.852132e+07 nChanged 22500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221750 members 
Mstep: Class 2 contains 86361 members 
Entering Unmasked Estep 
Score: -38534240.000000 Penalty: 6268.554688
	Iteration 7F: 3 clusters Score -3.853424e+07 nChanged 24773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246003 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -38550680.000000 Penalty: 6268.554688
	Iteration 8F: 3 clusters Score -3.855068e+07 nChanged 21823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267592 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -38566020.000000 Penalty: 6268.554688
	Iteration 9F: 3 clusters Score -3.856602e+07 nChanged 16137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283651 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -38578200.000000 Penalty: 6268.554688
	Iteration 10F: 3 clusters Score -3.85782e+07 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294135 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -38587228.000000 Penalty: 6268.554688
	Iteration 11Q: 3 clusters Score -3.858723e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300609 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -38592720.000000 Penalty: 6268.554688
	Iteration 12Q: 3 clusters Score -3.859272e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304181 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -38595252.000000 Penalty: 6268.554688
	Iteration 13Q: 3 clusters Score -3.859525e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306017 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -38597048.000000 Penalty: 6268.554688
	Iteration 14Q: 3 clusters Score -3.859705e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306856 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -38597632.000000 Penalty: 6268.554688
	Iteration 15Q: 3 clusters Score -3.859763e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307220 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -38597840.000000 Penalty: 6268.554688
	Iteration 16Q: 3 clusters Score -3.859784e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307420 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -38597992.000000 Penalty: 6268.554688
	Iteration 17Q: 3 clusters Score -3.859799e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307518 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -38598088.000000 Penalty: 6268.554688
	Iteration 18Q: 3 clusters Score -3.859809e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307566 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -38598112.000000 Penalty: 6268.554688
	Iteration 19Q: 3 clusters Score -3.859811e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307592 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -38598168.000000 Penalty: 6268.554688
	Iteration 20F: 3 clusters Score -3.859817e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307618 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -38598200.000000 Penalty: 6268.554688
	Iteration 21Q: 3 clusters Score -3.85982e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307641 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -38598232.000000 Penalty: 6268.554688
	Iteration 22Q: 3 clusters Score -3.859823e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307655 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -38598244.000000 Penalty: 6268.554688
	Iteration 23Q: 3 clusters Score -3.859824e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307662 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -38598260.000000 Penalty: 6268.554688
	Iteration 24Q: 3 clusters Score -3.859826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307667 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -38598276.000000 Penalty: 6268.554688
	Iteration 25Q: 3 clusters Score -3.859828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307675 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -38598280.000000 Penalty: 6268.554688
	Iteration 26Q: 3 clusters Score -3.859828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307685 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -38598288.000000 Penalty: 6268.554688
	Iteration 27Q: 3 clusters Score -3.859829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307687 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -38598284.000000 Penalty: 6268.554688
	Iteration 28Q: 3 clusters Score -3.859828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307690 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -38598300.000000 Penalty: 6268.554688
	Iteration 29Q: 3 clusters Score -3.85983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307691 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -38598288.000000 Penalty: 6268.554688
	Iteration 30Q: 3 clusters Score -3.859829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307694 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -38598304.000000 Penalty: 6268.554688
	Iteration 31Q: 3 clusters Score -3.85983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307696 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -38598308.000000 Penalty: 6268.554688
	Iteration 32Q: 3 clusters Score -3.859831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307697 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -38598324.000000 Penalty: 6268.554688
	Iteration 33Q: 3 clusters Score -3.859832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307698 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -38598328.000000 Penalty: 6268.554688
	Iteration 34Q: 3 clusters Score -3.859833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307699 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -38598292.000000 Penalty: 6268.554688
	Iteration 35Q: 3 clusters Score -3.859829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307700 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -38598296.000000 Penalty: 6268.554688
	Iteration 36Q: 3 clusters Score -3.85983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307700 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -38598296.000000 Penalty: 6268.554688
	Iteration 37F: 3 clusters Score -3.85983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -52354.765625 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -52354.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50868.566406 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -50868.57 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51529.656250 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -51529.66 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52170.835938 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -52170.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -52727.156250 Penalty: 3148.305176
	Iteration 3F: 3 clusters Score -52727.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -53129.972656 Penalty: 3148.305176
	Iteration 4F: 3 clusters Score -53129.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -53240.886719 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -53240.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -53332.031250 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -53332.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -53337.628906 Penalty: 3148.305176
	Iteration 7F: 3 clusters Score -53337.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -53397.316406 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -53397.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -53397.316406 Penalty: 3148.305176
	Iteration 9F: 3 clusters Score -53397.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308111 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59959 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182284 members 
Mstep: Class 14 contains 158 members 
Mstep: Class 15 contains 171983 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33569 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51608 members 
Mstep: Class 24 contains 5821 members 
Entering Unmasked Estep 
Score: -119305120.000000 Penalty: 71765.531250
Splitting cluster 3 changes total score from -119305944.000000 to -119305120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -67724.179688 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -67724.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66162.335938 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -66162.34 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66437.906250 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -66437.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66586.617188 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -66586.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66698.718750 Penalty: 3178.630371
	Iteration 3F: 3 clusters Score -66698.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66817.273438 Penalty: 3178.630371
	Iteration 4F: 3 clusters Score -66817.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66939.125000 Penalty: 3178.630371
	Iteration 5Q: 3 clusters Score -66939.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67059.320312 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -67059.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67196.976562 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -67196.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67315.132812 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -67315.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67342.289062 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -67342.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67351.773438 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -67351.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67370.164062 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -67370.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67399.375000 Penalty: 3178.630371
	Iteration 12Q: 3 clusters Score -67399.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67408.281250 Penalty: 3178.630371
	Iteration 13Q: 3 clusters Score -67408.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67418.328125 Penalty: 3178.630371
	Iteration 14Q: 3 clusters Score -67418.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67419.531250 Penalty: 3178.630371
	Iteration 15Q: 3 clusters Score -67419.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67421.359375 Penalty: 3178.630371
	Iteration 16Q: 3 clusters Score -67421.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67421.359375 Penalty: 3178.630371
	Iteration 17F: 3 clusters Score -67421.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -48319.894531 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -48319.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46852.136719 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -46852.14 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47111.769531 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -47111.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47317.613281 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -47317.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47402.605469 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -47402.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47485.265625 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -47485.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47590.035156 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -47590.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47701.792969 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -47701.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47815.222656 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -47815.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47941.933594 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -47941.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48089.460938 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -48089.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48101.218750 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -48101.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48121.902344 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -48121.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48121.902344 Penalty: 3080.457520
	Iteration 12F: 3 clusters Score -48121.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (59959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59959 members 
Entering Unmasked Estep 
Score: -7354005.000000 Penalty: 2728.351318
	Iteration 0F: 2 clusters Score -7354005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -7313655.500000 Penalty: 5456.702637
	Iteration 0F: 3 clusters Score -7313656 nChanged 28020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -7329008.000000 Penalty: 5456.702637
	Iteration 1F: 3 clusters Score -7329008 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -7329515.500000 Penalty: 5456.702637
	Iteration 2Q: 3 clusters Score -7329516 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -7329980.000000 Penalty: 5456.702637
	Iteration 3Q: 3 clusters Score -7329980 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -7330421.000000 Penalty: 5456.702637
	Iteration 4Q: 3 clusters Score -7330421 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -7331109.500000 Penalty: 5456.702637
	Iteration 5Q: 3 clusters Score -7331110 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -7332174.000000 Penalty: 5456.702637
	Iteration 6Q: 3 clusters Score -7332174 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -7334027.500000 Penalty: 5456.702637
	Iteration 7F: 3 clusters Score -7334028 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -7337120.000000 Penalty: 5456.702637
	Iteration 8F: 3 clusters Score -7337120 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -7341346.500000 Penalty: 5456.702637
	Iteration 9F: 3 clusters Score -7341346 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -7346050.000000 Penalty: 5456.702637
	Iteration 10F: 3 clusters Score -7346050 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -7349338.000000 Penalty: 5456.702637
	Iteration 11F: 3 clusters Score -7349338 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 58995 members 
Entering Unmasked Estep 
Score: -7350947.000000 Penalty: 5456.702637
	Iteration 12Q: 3 clusters Score -7350947 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 59492 members 
Entering Unmasked Estep 
Score: -7351508.500000 Penalty: 5456.702637
	Iteration 13Q: 3 clusters Score -7351508 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 59646 members 
Entering Unmasked Estep 
Score: -7351718.500000 Penalty: 5456.702637
	Iteration 14Q: 3 clusters Score -7351718 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -7351789.500000 Penalty: 5456.702637
	Iteration 15Q: 3 clusters Score -7351790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -7351824.500000 Penalty: 5456.702637
	Iteration 16Q: 3 clusters Score -7351824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 59747 members 
Entering Unmasked Estep 
Score: -7351859.500000 Penalty: 5456.702637
	Iteration 17Q: 3 clusters Score -7351860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -7351896.500000 Penalty: 5456.702637
	Iteration 18Q: 3 clusters Score -7351896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 59768 members 
Entering Unmasked Estep 
Score: -7351904.000000 Penalty: 5456.702637
	Iteration 19Q: 3 clusters Score -7351904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -7351906.000000 Penalty: 5456.702637
	Iteration 20F: 3 clusters Score -7351906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -7351916.000000 Penalty: 5456.702637
	Iteration 21Q: 3 clusters Score -7351916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 59778 members 
Entering Unmasked Estep 
Score: -7351918.000000 Penalty: 5456.702637
	Iteration 22Q: 3 clusters Score -7351918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -7351921.500000 Penalty: 5456.702637
	Iteration 23Q: 3 clusters Score -7351922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 59780 members 
Entering Unmasked Estep 
Score: -7351924.000000 Penalty: 5456.702637
	Iteration 24Q: 3 clusters Score -7351924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -7351929.000000 Penalty: 5456.702637
	Iteration 25Q: 3 clusters Score -7351929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -7351929.000000 Penalty: 5456.702637
	Iteration 26F: 3 clusters Score -7351929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Entering Unmasked Estep 
Score: -5765004.500000 Penalty: 2659.118896
	Iteration 0F: 2 clusters Score -5765004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -5734420.500000 Penalty: 5318.237793
	Iteration 0F: 3 clusters Score -5734420 nChanged 20885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -5745819.000000 Penalty: 5318.237793
	Iteration 1F: 3 clusters Score -5745819 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -5746317.000000 Penalty: 5318.237793
	Iteration 2Q: 3 clusters Score -5746317 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -5746791.500000 Penalty: 5318.237793
	Iteration 3Q: 3 clusters Score -5746792 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -5747322.000000 Penalty: 5318.237793
	Iteration 4Q: 3 clusters Score -5747322 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -5748028.000000 Penalty: 5318.237793
	Iteration 5Q: 3 clusters Score -5748028 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -5748959.000000 Penalty: 5318.237793
	Iteration 6Q: 3 clusters Score -5748959 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -5750255.500000 Penalty: 5318.237793
	Iteration 7F: 3 clusters Score -5750256 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -5751973.000000 Penalty: 5318.237793
	Iteration 8F: 3 clusters Score -5751973 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -5753994.000000 Penalty: 5318.237793
	Iteration 9F: 3 clusters Score -5753994 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -5755967.500000 Penalty: 5318.237793
	Iteration 10F: 3 clusters Score -5755968 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -5757796.500000 Penalty: 5318.237793
	Iteration 11F: 3 clusters Score -5757796 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -5759383.000000 Penalty: 5318.237793
	Iteration 12Q: 3 clusters Score -5759383 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -5760548.500000 Penalty: 5318.237793
	Iteration 13Q: 3 clusters Score -5760548 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -5761342.000000 Penalty: 5318.237793
	Iteration 14Q: 3 clusters Score -5761342 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -5761805.000000 Penalty: 5318.237793
	Iteration 15Q: 3 clusters Score -5761805 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -5762152.000000 Penalty: 5318.237793
	Iteration 16Q: 3 clusters Score -5762152 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -5762394.000000 Penalty: 5318.237793
	Iteration 17Q: 3 clusters Score -5762394 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -5762621.000000 Penalty: 5318.237793
	Iteration 18Q: 3 clusters Score -5762621 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -5762785.500000 Penalty: 5318.237793
	Iteration 19Q: 3 clusters Score -5762786 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -5762944.000000 Penalty: 5318.237793
	Iteration 20F: 3 clusters Score -5762944 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -5763100.000000 Penalty: 5318.237793
	Iteration 21Q: 3 clusters Score -5763100 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -5763203.500000 Penalty: 5318.237793
	Iteration 22Q: 3 clusters Score -5763204 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -5763298.500000 Penalty: 5318.237793
	Iteration 23Q: 3 clusters Score -5763298 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -5763382.500000 Penalty: 5318.237793
	Iteration 24Q: 3 clusters Score -5763382 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -5763452.000000 Penalty: 5318.237793
	Iteration 25Q: 3 clusters Score -5763452 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -5763511.000000 Penalty: 5318.237793
	Iteration 26Q: 3 clusters Score -5763511 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -5763577.500000 Penalty: 5318.237793
	Iteration 27Q: 3 clusters Score -5763578 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -5763609.000000 Penalty: 5318.237793
	Iteration 28Q: 3 clusters Score -5763609 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -5763645.500000 Penalty: 5318.237793
	Iteration 29Q: 3 clusters Score -5763646 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -5763669.500000 Penalty: 5318.237793
	Iteration 30Q: 3 clusters Score -5763670 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -5763707.000000 Penalty: 5318.237793
	Iteration 31Q: 3 clusters Score -5763707 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -5763734.500000 Penalty: 5318.237793
	Iteration 32Q: 3 clusters Score -5763734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -5763737.000000 Penalty: 5318.237793
	Iteration 33Q: 3 clusters Score -5763737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -5763742.500000 Penalty: 5318.237793
	Iteration 34Q: 3 clusters Score -5763742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -5763747.500000 Penalty: 5318.237793
	Iteration 35Q: 3 clusters Score -5763748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -5763752.500000 Penalty: 5318.237793
	Iteration 36Q: 3 clusters Score -5763752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -5763756.500000 Penalty: 5318.237793
	Iteration 37Q: 3 clusters Score -5763756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -5763754.000000 Penalty: 5318.237793
	Iteration 38Q: 3 clusters Score -5763754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -5763763.000000 Penalty: 5318.237793
	Iteration 39Q: 3 clusters Score -5763763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -5763768.000000 Penalty: 5318.237793
	Iteration 40F: 3 clusters Score -5763768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -5763773.500000 Penalty: 5318.237793
	Iteration 41Q: 3 clusters Score -5763774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -5763777.000000 Penalty: 5318.237793
	Iteration 42Q: 3 clusters Score -5763777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -5763772.500000 Penalty: 5318.237793
	Iteration 43Q: 3 clusters Score -5763772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -5763773.500000 Penalty: 5318.237793
	Iteration 44Q: 3 clusters Score -5763774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -5763767.000000 Penalty: 5318.237793
	Iteration 45Q: 3 clusters Score -5763767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -5763769.500000 Penalty: 5318.237793
	Iteration 46Q: 3 clusters Score -5763770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -5763760.000000 Penalty: 5318.237793
	Iteration 47Q: 3 clusters Score -5763760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -5763767.500000 Penalty: 5318.237793
	Iteration 48Q: 3 clusters Score -5763768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -5763763.500000 Penalty: 5318.237793
	Iteration 49Q: 3 clusters Score -5763764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -5763765.500000 Penalty: 5318.237793
	Iteration 50Q: 3 clusters Score -5763766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -5763764.000000 Penalty: 5318.237793
	Iteration 51Q: 3 clusters Score -5763764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -5763764.000000 Penalty: 5318.237793
	Iteration 52F: 3 clusters Score -5763764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -89032.484375 Penalty: 1685.057495
	Iteration 0F: 2 clusters Score -89032.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -87381.859375 Penalty: 3370.114990
	Iteration 0F: 3 clusters Score -87381.86 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -89158.015625 Penalty: 3370.114990
	Iteration 1F: 3 clusters Score -89158.02 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -89915.015625 Penalty: 3370.114990
	Iteration 2F: 3 clusters Score -89915.02 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -90206.046875 Penalty: 3370.114990
	Iteration 3F: 3 clusters Score -90206.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -90266.828125 Penalty: 3370.114990
	Iteration 4Q: 3 clusters Score -90266.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -90299.562500 Penalty: 3370.114990
	Iteration 5Q: 3 clusters Score -90299.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -90321.015625 Penalty: 3370.114990
	Iteration 6Q: 3 clusters Score -90321.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -90334.835938 Penalty: 3370.114990
	Iteration 7Q: 3 clusters Score -90334.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -90342.023438 Penalty: 3370.114990
	Iteration 8Q: 3 clusters Score -90342.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -90347.156250 Penalty: 3370.114990
	Iteration 9Q: 3 clusters Score -90347.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -90350.203125 Penalty: 3370.114990
	Iteration 10Q: 3 clusters Score -90350.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -90350.203125 Penalty: 3370.114990
	Iteration 11F: 3 clusters Score -90350.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308111 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59959 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182284 members 
Mstep: Class 14 contains 636 members 
Mstep: Class 15 contains 171983 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 33569 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51608 members 
Mstep: Class 24 contains 5821 members 
Entering Unmasked Estep 
Score: -119305480.000000 Penalty: 71765.531250
Splitting cluster 8 changes total score from -119305944.000000 to -119305480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -324227.968750 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -324228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -321180.406250 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -321180.4 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -321749.906250 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -321749.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -321923.468750 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -321923.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -322031.281250 Penalty: 3917.059082
	Iteration 3Q: 3 clusters Score -322031.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -322122.125000 Penalty: 3917.059082
	Iteration 4Q: 3 clusters Score -322122.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -322204.375000 Penalty: 3917.059082
	Iteration 5Q: 3 clusters Score -322204.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -322270.812500 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -322270.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -322332.875000 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -322332.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -322383.750000 Penalty: 3917.059082
	Iteration 8Q: 3 clusters Score -322383.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -322441.718750 Penalty: 3917.059082
	Iteration 9Q: 3 clusters Score -322441.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -322508.718750 Penalty: 3917.059082
	Iteration 10Q: 3 clusters Score -322508.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -322582.156250 Penalty: 3917.059082
	Iteration 11Q: 3 clusters Score -322582.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -322709.406250 Penalty: 3917.059082
	Iteration 12Q: 3 clusters Score -322709.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -322851.812500 Penalty: 3917.059082
	Iteration 13Q: 3 clusters Score -322851.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -323016.687500 Penalty: 3917.059082
	Iteration 14Q: 3 clusters Score -323016.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -323197.500000 Penalty: 3917.059082
	Iteration 15Q: 3 clusters Score -323197.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -323367.781250 Penalty: 3917.059082
	Iteration 16Q: 3 clusters Score -323367.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -323501.187500 Penalty: 3917.059082
	Iteration 17Q: 3 clusters Score -323501.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -323582.281250 Penalty: 3917.059082
	Iteration 18Q: 3 clusters Score -323582.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -323633.281250 Penalty: 3917.059082
	Iteration 19Q: 3 clusters Score -323633.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -323671.062500 Penalty: 3917.059082
	Iteration 20F: 3 clusters Score -323671.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -323694.437500 Penalty: 3917.059082
	Iteration 21Q: 3 clusters Score -323694.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -323705.000000 Penalty: 3917.059082
	Iteration 22Q: 3 clusters Score -323705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -323713.093750 Penalty: 3917.059082
	Iteration 23Q: 3 clusters Score -323713.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -323717.093750 Penalty: 3917.059082
	Iteration 24Q: 3 clusters Score -323717.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -323721.312500 Penalty: 3917.059082
	Iteration 25Q: 3 clusters Score -323721.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -323722.468750 Penalty: 3917.059082
	Iteration 26Q: 3 clusters Score -323722.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -323723.281250 Penalty: 3917.059082
	Iteration 27Q: 3 clusters Score -323723.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -323723.375000 Penalty: 3917.059082
	Iteration 28Q: 3 clusters Score -323723.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -323723.375000 Penalty: 3917.059082
	Iteration 29F: 3 clusters Score -323723.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Entering Unmasked Estep 
Score: -5127682.500000 Penalty: 2629.522949
	Iteration 0F: 2 clusters Score -5127682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -5100536.500000 Penalty: 5259.045898
	Iteration 0F: 3 clusters Score -5100536 nChanged 18344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -5110363.000000 Penalty: 5259.045898
	Iteration 1F: 3 clusters Score -5110363 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -5110870.500000 Penalty: 5259.045898
	Iteration 2Q: 3 clusters Score -5110870 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -5111394.000000 Penalty: 5259.045898
	Iteration 3Q: 3 clusters Score -5111394 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -5112034.000000 Penalty: 5259.045898
	Iteration 4Q: 3 clusters Score -5112034 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -5112924.000000 Penalty: 5259.045898
	Iteration 5Q: 3 clusters Score -5112924 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -5114275.000000 Penalty: 5259.045898
	Iteration 6F: 3 clusters Score -5114275 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -5116338.000000 Penalty: 5259.045898
	Iteration 7F: 3 clusters Score -5116338 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -5119066.000000 Penalty: 5259.045898
	Iteration 8F: 3 clusters Score -5119066 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -5121848.500000 Penalty: 5259.045898
	Iteration 9F: 3 clusters Score -5121848 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5123754.000000 Penalty: 5259.045898
	Iteration 10Q: 3 clusters Score -5123754 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5124658.500000 Penalty: 5259.045898
	Iteration 11Q: 3 clusters Score -5124658 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5125024.000000 Penalty: 5259.045898
	Iteration 12Q: 3 clusters Score -5125024 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5125164.000000 Penalty: 5259.045898
	Iteration 13Q: 3 clusters Score -5125164 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5125259.000000 Penalty: 5259.045898
	Iteration 14Q: 3 clusters Score -5125259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5125295.000000 Penalty: 5259.045898
	Iteration 15Q: 3 clusters Score -5125295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5125323.500000 Penalty: 5259.045898
	Iteration 16Q: 3 clusters Score -5125324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5125344.000000 Penalty: 5259.045898
	Iteration 17Q: 3 clusters Score -5125344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5125361.000000 Penalty: 5259.045898
	Iteration 18Q: 3 clusters Score -5125361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5125363.000000 Penalty: 5259.045898
	Iteration 19Q: 3 clusters Score -5125363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5125367.000000 Penalty: 5259.045898
	Iteration 20F: 3 clusters Score -5125367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -5125367.500000 Penalty: 5259.045898
	Iteration 21Q: 3 clusters Score -5125368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5125373.500000 Penalty: 5259.045898
	Iteration 22Q: 3 clusters Score -5125374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5125379.000000 Penalty: 5259.045898
	Iteration 23Q: 3 clusters Score -5125379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5125378.000000 Penalty: 5259.045898
	Iteration 24Q: 3 clusters Score -5125378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5125378.000000 Penalty: 5259.045898
	Iteration 25F: 3 clusters Score -5125378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -50179.160156 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -50179.16 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 247 members 
Entering Unmasked Estep 
Score: -48637.582031 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -48637.58 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -48850.582031 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -48850.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48942.328125 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -48942.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -48990.414062 Penalty: 3054.911377
	Iteration 3Q: 3 clusters Score -48990.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49046.156250 Penalty: 3054.911377
	Iteration 4Q: 3 clusters Score -49046.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49082.804688 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -49082.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49110.707031 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -49110.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49120.398438 Penalty: 3054.911377
	Iteration 7Q: 3 clusters Score -49120.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49124.699219 Penalty: 3054.911377
	Iteration 8Q: 3 clusters Score -49124.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49127.578125 Penalty: 3054.911377
	Iteration 9Q: 3 clusters Score -49127.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49127.578125 Penalty: 3054.911377
	Iteration 10F: 3 clusters Score -49127.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -287419.000000 Penalty: 1928.892578
	Iteration 0F: 2 clusters Score -287419 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 1183 members 
Entering Unmasked Estep 
Score: -284528.906250 Penalty: 3857.785156
	Iteration 0F: 3 clusters Score -284528.9 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -285152.687500 Penalty: 3857.785156
	Iteration 1F: 3 clusters Score -285152.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -285375.187500 Penalty: 3857.785156
	Iteration 2F: 3 clusters Score -285375.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -285571.468750 Penalty: 3857.785156
	Iteration 3F: 3 clusters Score -285571.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -285789.750000 Penalty: 3857.785156
	Iteration 4F: 3 clusters Score -285789.8 nChanged 125
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: -286012.406250 Penalty: 3857.785156
	Iteration 5F: 3 clusters Score -286012.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -286319.562500 Penalty: 3857.785156
	Iteration 6F: 3 clusters Score -286319.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -286630.875000 Penalty: 3857.785156
	Iteration 7F: 3 clusters Score -286630.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -286846.031250 Penalty: 3857.785156
	Iteration 8F: 3 clusters Score -286846 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -286989.906250 Penalty: 3857.785156
	Iteration 9Q: 3 clusters Score -286989.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -287078.375000 Penalty: 3857.785156
	Iteration 10Q: 3 clusters Score -287078.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -287119.343750 Penalty: 3857.785156
	Iteration 11Q: 3 clusters Score -287119.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -287136.156250 Penalty: 3857.785156
	Iteration 12Q: 3 clusters Score -287136.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -287142.875000 Penalty: 3857.785156
	Iteration 13Q: 3 clusters Score -287142.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -287146.218750 Penalty: 3857.785156
	Iteration 14Q: 3 clusters Score -287146.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -287149.062500 Penalty: 3857.785156
	Iteration 15Q: 3 clusters Score -287149.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -287152.531250 Penalty: 3857.785156
	Iteration 16Q: 3 clusters Score -287152.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -287152.531250 Penalty: 3857.785156
	Iteration 17F: 3 clusters Score -287152.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (182284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182284 members 
Entering Unmasked Estep 
Score: -22997728.000000 Penalty: 3004.103760
	Iteration 0F: 2 clusters Score -2.299773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90934 members 
Mstep: Class 2 contains 91350 members 
Entering Unmasked Estep 
Score: -22877750.000000 Penalty: 6008.207520
	Iteration 0F: 3 clusters Score -2.287775e+07 nChanged 87564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87768 members 
Mstep: Class 2 contains 94516 members 
Entering Unmasked Estep 
Score: -22929328.000000 Penalty: 6008.207520
	Iteration 1F: 3 clusters Score -2.292933e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 96152 members 
Entering Unmasked Estep 
Score: -22930638.000000 Penalty: 6008.207520
	Iteration 2Q: 3 clusters Score -2.293064e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83713 members 
Mstep: Class 2 contains 98571 members 
Entering Unmasked Estep 
Score: -22932082.000000 Penalty: 6008.207520
	Iteration 3Q: 3 clusters Score -2.293208e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80124 members 
Mstep: Class 2 contains 102160 members 
Entering Unmasked Estep 
Score: -22934092.000000 Penalty: 6008.207520
	Iteration 4Q: 3 clusters Score -2.293409e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74938 members 
Mstep: Class 2 contains 107346 members 
Entering Unmasked Estep 
Score: -22937136.000000 Penalty: 6008.207520
	Iteration 5Q: 3 clusters Score -2.293714e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67696 members 
Mstep: Class 2 contains 114588 members 
Entering Unmasked Estep 
Score: -22941994.000000 Penalty: 6008.207520
	Iteration 6Q: 3 clusters Score -2.294199e+07 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58053 members 
Mstep: Class 2 contains 124231 members 
Entering Unmasked Estep 
Score: -22949178.000000 Penalty: 6008.207520
	Iteration 7F: 3 clusters Score -2.294918e+07 nChanged 12277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 135856 members 
Entering Unmasked Estep 
Score: -22958596.000000 Penalty: 6008.207520
	Iteration 8F: 3 clusters Score -2.29586e+07 nChanged 12404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 147858 members 
Entering Unmasked Estep 
Score: -22969022.000000 Penalty: 6008.207520
	Iteration 9F: 3 clusters Score -2.296902e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 158531 members 
Entering Unmasked Estep 
Score: -22978736.000000 Penalty: 6008.207520
	Iteration 10F: 3 clusters Score -2.297874e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 166676 members 
Entering Unmasked Estep 
Score: -22985750.000000 Penalty: 6008.207520
	Iteration 11Q: 3 clusters Score -2.298575e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 172403 members 
Entering Unmasked Estep 
Score: -22989876.000000 Penalty: 6008.207520
	Iteration 12Q: 3 clusters Score -2.298988e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 176137 members 
Entering Unmasked Estep 
Score: -22992272.000000 Penalty: 6008.207520
	Iteration 13Q: 3 clusters Score -2.299227e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 178426 members 
Entering Unmasked Estep 
Score: -22993552.000000 Penalty: 6008.207520
	Iteration 14Q: 3 clusters Score -2.299355e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 179704 members 
Entering Unmasked Estep 
Score: -22994182.000000 Penalty: 6008.207520
	Iteration 15Q: 3 clusters Score -2.299418e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 180444 members 
Entering Unmasked Estep 
Score: -22994592.000000 Penalty: 6008.207520
	Iteration 16Q: 3 clusters Score -2.299459e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 180887 members 
Entering Unmasked Estep 
Score: -22994788.000000 Penalty: 6008.207520
	Iteration 17Q: 3 clusters Score -2.299479e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 181143 members 
Entering Unmasked Estep 
Score: -22994908.000000 Penalty: 6008.207520
	Iteration 18Q: 3 clusters Score -2.299491e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 181299 members 
Entering Unmasked Estep 
Score: -22995006.000000 Penalty: 6008.207520
	Iteration 19Q: 3 clusters Score -2.299501e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 181380 members 
Entering Unmasked Estep 
Score: -22995048.000000 Penalty: 6008.207520
	Iteration 20F: 3 clusters Score -2.299505e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 181438 members 
Entering Unmasked Estep 
Score: -22995074.000000 Penalty: 6008.207520
	Iteration 21Q: 3 clusters Score -2.299507e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 181497 members 
Entering Unmasked Estep 
Score: -22995100.000000 Penalty: 6008.207520
	Iteration 22Q: 3 clusters Score -2.29951e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 181538 members 
Entering Unmasked Estep 
Score: -22995108.000000 Penalty: 6008.207520
	Iteration 23Q: 3 clusters Score -2.299511e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 181569 members 
Entering Unmasked Estep 
Score: -22995136.000000 Penalty: 6008.207520
	Iteration 24Q: 3 clusters Score -2.299514e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 181597 members 
Entering Unmasked Estep 
Score: -22995162.000000 Penalty: 6008.207520
	Iteration 25Q: 3 clusters Score -2.299516e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 181617 members 
Entering Unmasked Estep 
Score: -22995174.000000 Penalty: 6008.207520
	Iteration 26Q: 3 clusters Score -2.299517e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 181634 members 
Entering Unmasked Estep 
Score: -22995196.000000 Penalty: 6008.207520
	Iteration 27Q: 3 clusters Score -2.29952e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 181644 members 
Entering Unmasked Estep 
Score: -22995206.000000 Penalty: 6008.207520
	Iteration 28Q: 3 clusters Score -2.299521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 181653 members 
Entering Unmasked Estep 
Score: -22995198.000000 Penalty: 6008.207520
	Iteration 29Q: 3 clusters Score -2.29952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 181660 members 
Entering Unmasked Estep 
Score: -22995196.000000 Penalty: 6008.207520
	Iteration 30Q: 3 clusters Score -2.29952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 181662 members 
Entering Unmasked Estep 
Score: -22995188.000000 Penalty: 6008.207520
	Iteration 31Q: 3 clusters Score -2.299519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 181662 members 
Entering Unmasked Estep 
Score: -22995196.000000 Penalty: 6008.207520
	Iteration 32Q: 3 clusters Score -2.29952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 181668 members 
Entering Unmasked Estep 
Score: -22995188.000000 Penalty: 6008.207520
	Iteration 33Q: 3 clusters Score -2.299519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 181676 members 
Entering Unmasked Estep 
Score: -22995204.000000 Penalty: 6008.207520
	Iteration 34Q: 3 clusters Score -2.29952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 181679 members 
Entering Unmasked Estep 
Score: -22995206.000000 Penalty: 6008.207520
	Iteration 35Q: 3 clusters Score -2.299521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 181681 members 
Entering Unmasked Estep 
Score: -22995196.000000 Penalty: 6008.207520
	Iteration 36Q: 3 clusters Score -2.29952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 181682 members 
Entering Unmasked Estep 
Score: -22995202.000000 Penalty: 6008.207520
	Iteration 37Q: 3 clusters Score -2.29952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 181683 members 
Entering Unmasked Estep 
Score: -22995202.000000 Penalty: 6008.207520
	Iteration 38Q: 3 clusters Score -2.29952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 181685 members 
Entering Unmasked Estep 
Score: -22995200.000000 Penalty: 6008.207520
	Iteration 39Q: 3 clusters Score -2.29952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 181686 members 
Entering Unmasked Estep 
Score: -22995204.000000 Penalty: 6008.207520
	Iteration 40F: 3 clusters Score -2.29952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 181686 members 
Entering Unmasked Estep 
Score: -22995200.000000 Penalty: 6008.207520
	Iteration 41Q: 3 clusters Score -2.29952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 181690 members 
Entering Unmasked Estep 
Score: -22995204.000000 Penalty: 6008.207520
	Iteration 42Q: 3 clusters Score -2.29952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 181689 members 
Entering Unmasked Estep 
Score: -22995200.000000 Penalty: 6008.207520
	Iteration 43Q: 3 clusters Score -2.29952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 181691 members 
Entering Unmasked Estep 
Score: -22995200.000000 Penalty: 6008.207520
	Iteration 44Q: 3 clusters Score -2.29952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 181694 members 
Entering Unmasked Estep 
Score: -22995208.000000 Penalty: 6008.207520
	Iteration 45Q: 3 clusters Score -2.299521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 181698 members 
Entering Unmasked Estep 
Score: -22995224.000000 Penalty: 6008.207520
	Iteration 46Q: 3 clusters Score -2.299522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 181699 members 
Entering Unmasked Estep 
Score: -22995220.000000 Penalty: 6008.207520
	Iteration 47Q: 3 clusters Score -2.299522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 181702 members 
Entering Unmasked Estep 
Score: -22995236.000000 Penalty: 6008.207520
	Iteration 48Q: 3 clusters Score -2.299524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 181703 members 
Entering Unmasked Estep 
Score: -22995218.000000 Penalty: 6008.207520
	Iteration 49Q: 3 clusters Score -2.299522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 181703 members 
Entering Unmasked Estep 
Score: -22995218.000000 Penalty: 6008.207520
	Iteration 50F: 3 clusters Score -2.299522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (171983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171983 members 
Entering Unmasked Estep 
Score: -21693538.000000 Penalty: 2989.677490
	Iteration 0F: 2 clusters Score -2.169354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85916 members 
Mstep: Class 2 contains 86067 members 
Entering Unmasked Estep 
Score: -21579174.000000 Penalty: 5979.354980
	Iteration 0F: 3 clusters Score -2.157917e+07 nChanged 82526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84558 members 
Mstep: Class 2 contains 87425 members 
Entering Unmasked Estep 
Score: -21627140.000000 Penalty: 5979.354980
	Iteration 1F: 3 clusters Score -2.162714e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 88332 members 
Entering Unmasked Estep 
Score: -21628058.000000 Penalty: 5979.354980
	Iteration 2Q: 3 clusters Score -2.162806e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82253 members 
Mstep: Class 2 contains 89730 members 
Entering Unmasked Estep 
Score: -21628724.000000 Penalty: 5979.354980
	Iteration 3Q: 3 clusters Score -2.162872e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80222 members 
Mstep: Class 2 contains 91761 members 
Entering Unmasked Estep 
Score: -21629980.000000 Penalty: 5979.354980
	Iteration 4Q: 3 clusters Score -2.162998e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77209 members 
Mstep: Class 2 contains 94774 members 
Entering Unmasked Estep 
Score: -21631466.000000 Penalty: 5979.354980
	Iteration 5Q: 3 clusters Score -2.163147e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 99158 members 
Entering Unmasked Estep 
Score: -21633848.000000 Penalty: 5979.354980
	Iteration 6Q: 3 clusters Score -2.163385e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66500 members 
Mstep: Class 2 contains 105483 members 
Entering Unmasked Estep 
Score: -21638406.000000 Penalty: 5979.354980
	Iteration 7Q: 3 clusters Score -2.163841e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 113728 members 
Entering Unmasked Estep 
Score: -21645240.000000 Penalty: 5979.354980
	Iteration 8F: 3 clusters Score -2.164524e+07 nChanged 10897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 123127 members 
Entering Unmasked Estep 
Score: -21653866.000000 Penalty: 5979.354980
	Iteration 9F: 3 clusters Score -2.165387e+07 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 131960 members 
Entering Unmasked Estep 
Score: -21662664.000000 Penalty: 5979.354980
	Iteration 10F: 3 clusters Score -2.166266e+07 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 138974 members 
Entering Unmasked Estep 
Score: -21669404.000000 Penalty: 5979.354980
	Iteration 11F: 3 clusters Score -2.16694e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 144429 members 
Entering Unmasked Estep 
Score: -21673974.000000 Penalty: 5979.354980
	Iteration 12Q: 3 clusters Score -2.167397e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 149005 members 
Entering Unmasked Estep 
Score: -21677316.000000 Penalty: 5979.354980
	Iteration 13Q: 3 clusters Score -2.167732e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 152921 members 
Entering Unmasked Estep 
Score: -21679668.000000 Penalty: 5979.354980
	Iteration 14Q: 3 clusters Score -2.167967e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 156406 members 
Entering Unmasked Estep 
Score: -21681724.000000 Penalty: 5979.354980
	Iteration 15Q: 3 clusters Score -2.168172e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 159516 members 
Entering Unmasked Estep 
Score: -21683894.000000 Penalty: 5979.354980
	Iteration 16Q: 3 clusters Score -2.168389e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 162285 members 
Entering Unmasked Estep 
Score: -21685682.000000 Penalty: 5979.354980
	Iteration 17Q: 3 clusters Score -2.168568e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 164619 members 
Entering Unmasked Estep 
Score: -21687114.000000 Penalty: 5979.354980
	Iteration 18Q: 3 clusters Score -2.168711e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 166548 members 
Entering Unmasked Estep 
Score: -21688202.000000 Penalty: 5979.354980
	Iteration 19Q: 3 clusters Score -2.16882e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 168021 members 
Entering Unmasked Estep 
Score: -21689154.000000 Penalty: 5979.354980
	Iteration 20F: 3 clusters Score -2.168915e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 169075 members 
Entering Unmasked Estep 
Score: -21689750.000000 Penalty: 5979.354980
	Iteration 21Q: 3 clusters Score -2.168975e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 169828 members 
Entering Unmasked Estep 
Score: -21690150.000000 Penalty: 5979.354980
	Iteration 22Q: 3 clusters Score -2.169015e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 170349 members 
Entering Unmasked Estep 
Score: -21690490.000000 Penalty: 5979.354980
	Iteration 23Q: 3 clusters Score -2.169049e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 170682 members 
Entering Unmasked Estep 
Score: -21690692.000000 Penalty: 5979.354980
	Iteration 24Q: 3 clusters Score -2.169069e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 170891 members 
Entering Unmasked Estep 
Score: -21690836.000000 Penalty: 5979.354980
	Iteration 25Q: 3 clusters Score -2.169084e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 171033 members 
Entering Unmasked Estep 
Score: -21690896.000000 Penalty: 5979.354980
	Iteration 26Q: 3 clusters Score -2.16909e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 171140 members 
Entering Unmasked Estep 
Score: -21690956.000000 Penalty: 5979.354980
	Iteration 27Q: 3 clusters Score -2.169096e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 171213 members 
Entering Unmasked Estep 
Score: -21691020.000000 Penalty: 5979.354980
	Iteration 28Q: 3 clusters Score -2.169102e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 171268 members 
Entering Unmasked Estep 
Score: -21691036.000000 Penalty: 5979.354980
	Iteration 29Q: 3 clusters Score -2.169104e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 171302 members 
Entering Unmasked Estep 
Score: -21691046.000000 Penalty: 5979.354980
	Iteration 30Q: 3 clusters Score -2.169105e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 171323 members 
Entering Unmasked Estep 
Score: -21691064.000000 Penalty: 5979.354980
	Iteration 31Q: 3 clusters Score -2.169106e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 171342 members 
Entering Unmasked Estep 
Score: -21691102.000000 Penalty: 5979.354980
	Iteration 32Q: 3 clusters Score -2.16911e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 171355 members 
Entering Unmasked Estep 
Score: -21691124.000000 Penalty: 5979.354980
	Iteration 33Q: 3 clusters Score -2.169112e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 171370 members 
Entering Unmasked Estep 
Score: -21691138.000000 Penalty: 5979.354980
	Iteration 34Q: 3 clusters Score -2.169114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 171372 members 
Entering Unmasked Estep 
Score: -21691154.000000 Penalty: 5979.354980
	Iteration 35Q: 3 clusters Score -2.169115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 171377 members 
Entering Unmasked Estep 
Score: -21691136.000000 Penalty: 5979.354980
	Iteration 36Q: 3 clusters Score -2.169114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 171384 members 
Entering Unmasked Estep 
Score: -21691152.000000 Penalty: 5979.354980
	Iteration 37Q: 3 clusters Score -2.169115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 171389 members 
Entering Unmasked Estep 
Score: -21691148.000000 Penalty: 5979.354980
	Iteration 38Q: 3 clusters Score -2.169115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 171393 members 
Entering Unmasked Estep 
Score: -21691168.000000 Penalty: 5979.354980
	Iteration 39Q: 3 clusters Score -2.169117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 171395 members 
Entering Unmasked Estep 
Score: -21691180.000000 Penalty: 5979.354980
	Iteration 40F: 3 clusters Score -2.169118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 171398 members 
Entering Unmasked Estep 
Score: -21691170.000000 Penalty: 5979.354980
	Iteration 41Q: 3 clusters Score -2.169117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 171402 members 
Entering Unmasked Estep 
Score: -21691166.000000 Penalty: 5979.354980
	Iteration 42Q: 3 clusters Score -2.169117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 171404 members 
Entering Unmasked Estep 
Score: -21691178.000000 Penalty: 5979.354980
	Iteration 43Q: 3 clusters Score -2.169118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 171407 members 
Entering Unmasked Estep 
Score: -21691164.000000 Penalty: 5979.354980
	Iteration 44Q: 3 clusters Score -2.169116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 171410 members 
Entering Unmasked Estep 
Score: -21691172.000000 Penalty: 5979.354980
	Iteration 45Q: 3 clusters Score -2.169117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 171411 members 
Entering Unmasked Estep 
Score: -21691172.000000 Penalty: 5979.354980
	Iteration 46Q: 3 clusters Score -2.169117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 171411 members 
Entering Unmasked Estep 
Score: -21691172.000000 Penalty: 5979.354980
	Iteration 47F: 3 clusters Score -2.169117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Entering Unmasked Estep 
Score: -1489512.750000 Penalty: 2339.464355
	Iteration 0F: 2 clusters Score -1489513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1480283.375000 Penalty: 4678.928711
	Iteration 0F: 3 clusters Score -1480283 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1483242.125000 Penalty: 4678.928711
	Iteration 1F: 3 clusters Score -1483242 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1483759.500000 Penalty: 4678.928711
	Iteration 2F: 3 clusters Score -1483760 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1484224.250000 Penalty: 4678.928711
	Iteration 3F: 3 clusters Score -1484224 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1484694.125000 Penalty: 4678.928711
	Iteration 4F: 3 clusters Score -1484694 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1485241.375000 Penalty: 4678.928711
	Iteration 5F: 3 clusters Score -1485241 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1485865.875000 Penalty: 4678.928711
	Iteration 6F: 3 clusters Score -1485866 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1486508.000000 Penalty: 4678.928711
	Iteration 7F: 3 clusters Score -1486508 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1487063.125000 Penalty: 4678.928711
	Iteration 8F: 3 clusters Score -1487063 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1487506.625000 Penalty: 4678.928711
	Iteration 9Q: 3 clusters Score -1487507 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1487815.750000 Penalty: 4678.928711
	Iteration 10Q: 3 clusters Score -1487816 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1488017.875000 Penalty: 4678.928711
	Iteration 11Q: 3 clusters Score -1488018 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1488151.625000 Penalty: 4678.928711
	Iteration 12Q: 3 clusters Score -1488152 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1488255.250000 Penalty: 4678.928711
	Iteration 13Q: 3 clusters Score -1488255 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1488342.250000 Penalty: 4678.928711
	Iteration 14Q: 3 clusters Score -1488342 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1488427.125000 Penalty: 4678.928711
	Iteration 15Q: 3 clusters Score -1488427 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1488493.375000 Penalty: 4678.928711
	Iteration 16Q: 3 clusters Score -1488493 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1488574.375000 Penalty: 4678.928711
	Iteration 17Q: 3 clusters Score -1488574 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1488662.500000 Penalty: 4678.928711
	Iteration 18Q: 3 clusters Score -1488662 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1488749.625000 Penalty: 4678.928711
	Iteration 19Q: 3 clusters Score -1488750 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1488856.125000 Penalty: 4678.928711
	Iteration 20F: 3 clusters Score -1488856 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1488950.500000 Penalty: 4678.928711
	Iteration 21Q: 3 clusters Score -1488950 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1489029.625000 Penalty: 4678.928711
	Iteration 22Q: 3 clusters Score -1489030 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1489091.750000 Penalty: 4678.928711
	Iteration 23Q: 3 clusters Score -1489092 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1489157.875000 Penalty: 4678.928711
	Iteration 24Q: 3 clusters Score -1489158 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1489202.500000 Penalty: 4678.928711
	Iteration 25Q: 3 clusters Score -1489202 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1489234.375000 Penalty: 4678.928711
	Iteration 26Q: 3 clusters Score -1489234 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1489260.625000 Penalty: 4678.928711
	Iteration 27Q: 3 clusters Score -1489261 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1489275.000000 Penalty: 4678.928711
	Iteration 28Q: 3 clusters Score -1489275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1489287.875000 Penalty: 4678.928711
	Iteration 29Q: 3 clusters Score -1489288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1489298.875000 Penalty: 4678.928711
	Iteration 30Q: 3 clusters Score -1489299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1489309.875000 Penalty: 4678.928711
	Iteration 31Q: 3 clusters Score -1489310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1489310.000000 Penalty: 4678.928711
	Iteration 32Q: 3 clusters Score -1489310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1489318.875000 Penalty: 4678.928711
	Iteration 33Q: 3 clusters Score -1489319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1489318.875000 Penalty: 4678.928711
	Iteration 34Q: 3 clusters Score -1489319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1489322.000000 Penalty: 4678.928711
	Iteration 35Q: 3 clusters Score -1489322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1489324.375000 Penalty: 4678.928711
	Iteration 36Q: 3 clusters Score -1489324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1489325.000000 Penalty: 4678.928711
	Iteration 37Q: 3 clusters Score -1489325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1489325.000000 Penalty: 4678.928711
	Iteration 38F: 3 clusters Score -1489325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -43856.921875 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -43856.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42380.484375 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -42380.48 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -42816.996094 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -42817 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43233.417969 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -43233.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43627.515625 Penalty: 3062.197998
	Iteration 3F: 3 clusters Score -43627.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43725.046875 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -43725.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43814.886719 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -43814.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43865.164062 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -43865.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43937.363281 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -43937.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44024.351562 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -44024.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44036.968750 Penalty: 3062.197998
	Iteration 9Q: 3 clusters Score -44036.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44038.832031 Penalty: 3062.197998
	Iteration 10Q: 3 clusters Score -44038.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44038.832031 Penalty: 3062.197998
	Iteration 11F: 3 clusters Score -44038.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 308111 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 59959 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2690 members 
Mstep: Class 10 contains 40252 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 182284 members 
Mstep: Class 14 contains 244 members 
Mstep: Class 15 contains 171983 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 33569 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 23 contains 51608 members 
Mstep: Class 24 contains 5821 members 
Entering Unmasked Estep 
Score: -119304224.000000 Penalty: 71765.531250
Splitting cluster 17 changes total score from -119305944.000000 to -119304224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (33569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Entering Unmasked Estep 
Score: -4275081.500000 Penalty: 2584.496826
	Iteration 0F: 2 clusters Score -4275082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -4252253.500000 Penalty: 5168.993652
	Iteration 0F: 3 clusters Score -4252254 nChanged 15261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -4260573.500000 Penalty: 5168.993652
	Iteration 1F: 3 clusters Score -4260574 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -4261180.500000 Penalty: 5168.993652
	Iteration 2Q: 3 clusters Score -4261180 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -4261844.500000 Penalty: 5168.993652
	Iteration 3Q: 3 clusters Score -4261844 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -4262596.000000 Penalty: 5168.993652
	Iteration 4Q: 3 clusters Score -4262596 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -4263525.000000 Penalty: 5168.993652
	Iteration 5F: 3 clusters Score -4263525 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -4264737.000000 Penalty: 5168.993652
	Iteration 6F: 3 clusters Score -4264737 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -4266198.000000 Penalty: 5168.993652
	Iteration 7F: 3 clusters Score -4266198 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -4267893.500000 Penalty: 5168.993652
	Iteration 8F: 3 clusters Score -4267894 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -4269330.000000 Penalty: 5168.993652
	Iteration 9F: 3 clusters Score -4269330 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -4270138.500000 Penalty: 5168.993652
	Iteration 10Q: 3 clusters Score -4270138 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -4270518.000000 Penalty: 5168.993652
	Iteration 11Q: 3 clusters Score -4270518 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -4270755.000000 Penalty: 5168.993652
	Iteration 12Q: 3 clusters Score -4270755 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -4270912.500000 Penalty: 5168.993652
	Iteration 13Q: 3 clusters Score -4270912 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -4271043.500000 Penalty: 5168.993652
	Iteration 14Q: 3 clusters Score -4271044 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -4271158.500000 Penalty: 5168.993652
	Iteration 15Q: 3 clusters Score -4271158 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -4271288.000000 Penalty: 5168.993652
	Iteration 16Q: 3 clusters Score -4271288 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -4271389.500000 Penalty: 5168.993652
	Iteration 17Q: 3 clusters Score -4271390 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -4271486.500000 Penalty: 5168.993652
	Iteration 18Q: 3 clusters Score -4271486 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -4271571.000000 Penalty: 5168.993652
	Iteration 19Q: 3 clusters Score -4271571 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -4271646.500000 Penalty: 5168.993652
	Iteration 20F: 3 clusters Score -4271646 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -4271729.000000 Penalty: 5168.993652
	Iteration 21Q: 3 clusters Score -4271729 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -4271813.500000 Penalty: 5168.993652
	Iteration 22Q: 3 clusters Score -4271814 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -4271883.500000 Penalty: 5168.993652
	Iteration 23Q: 3 clusters Score -4271884 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -4271971.000000 Penalty: 5168.993652
	Iteration 24Q: 3 clusters Score -4271971 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -4272045.500000 Penalty: 5168.993652
	Iteration 25Q: 3 clusters Score -4272046 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -4272091.500000 Penalty: 5168.993652
	Iteration 26Q: 3 clusters Score -4272092 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -4272164.500000 Penalty: 5168.993652
	Iteration 27Q: 3 clusters Score -4272164 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -4272238.500000 Penalty: 5168.993652
	Iteration 28Q: 3 clusters Score -4272238 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -4272310.000000 Penalty: 5168.993652
	Iteration 29Q: 3 clusters Score -4272310 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -4272389.000000 Penalty: 5168.993652
	Iteration 30Q: 3 clusters Score -4272389 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -4272451.000000 Penalty: 5168.993652
	Iteration 31Q: 3 clusters Score -4272451 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4272518.500000 Penalty: 5168.993652
	Iteration 32Q: 3 clusters Score -4272518 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4272593.500000 Penalty: 5168.993652
	Iteration 33Q: 3 clusters Score -4272594 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4272657.000000 Penalty: 5168.993652
	Iteration 34Q: 3 clusters Score -4272657 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4272690.000000 Penalty: 5168.993652
	Iteration 35Q: 3 clusters Score -4272690 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4272719.000000 Penalty: 5168.993652
	Iteration 36Q: 3 clusters Score -4272719 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4272762.000000 Penalty: 5168.993652
	Iteration 37Q: 3 clusters Score -4272762 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4272788.500000 Penalty: 5168.993652
	Iteration 38Q: 3 clusters Score -4272788 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4272819.500000 Penalty: 5168.993652
	Iteration 39Q: 3 clusters Score -4272820 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4272849.500000 Penalty: 5168.993652
	Iteration 40F: 3 clusters Score -4272850 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4272859.000000 Penalty: 5168.993652
	Iteration 41Q: 3 clusters Score -4272859 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4272881.000000 Penalty: 5168.993652
	Iteration 42Q: 3 clusters Score -4272881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4272886.500000 Penalty: 5168.993652
	Iteration 43Q: 3 clusters Score -4272886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4272897.500000 Penalty: 5168.993652
	Iteration 44Q: 3 clusters Score -4272898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4272907.500000 Penalty: 5168.993652
	Iteration 45Q: 3 clusters Score -4272908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4272911.000000 Penalty: 5168.993652
	Iteration 46Q: 3 clusters Score -4272911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4272913.500000 Penalty: 5168.993652
	Iteration 47Q: 3 clusters Score -4272914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4272918.500000 Penalty: 5168.993652
	Iteration 48Q: 3 clusters Score -4272918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4272922.500000 Penalty: 5168.993652
	Iteration 49Q: 3 clusters Score -4272922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4272926.000000 Penalty: 5168.993652
	Iteration 50Q: 3 clusters Score -4272926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4272925.500000 Penalty: 5168.993652
	Iteration 51Q: 3 clusters Score -4272926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4272924.500000 Penalty: 5168.993652
	Iteration 52Q: 3 clusters Score -4272924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4272930.500000 Penalty: 5168.993652
	Iteration 53Q: 3 clusters Score -4272930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4272938.000000 Penalty: 5168.993652
	Iteration 54Q: 3 clusters Score -4272938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4272944.500000 Penalty: 5168.993652
	Iteration 55Q: 3 clusters Score -4272944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4272947.000000 Penalty: 5168.993652
	Iteration 56Q: 3 clusters Score -4272947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4272942.500000 Penalty: 5168.993652
	Iteration 57Q: 3 clusters Score -4272942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4272945.000000 Penalty: 5168.993652
	Iteration 58Q: 3 clusters Score -4272945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4272946.500000 Penalty: 5168.993652
	Iteration 59Q: 3 clusters Score -4272946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4272946.500000 Penalty: 5168.993652
	Iteration 60F: 3 clusters Score -4272946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4272942.500000 Penalty: 5168.993652
	Iteration 61Q: 3 clusters Score -4272942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4272950.000000 Penalty: 5168.993652
	Iteration 62Q: 3 clusters Score -4272950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4272949.000000 Penalty: 5168.993652
	Iteration 63Q: 3 clusters Score -4272949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4272948.500000 Penalty: 5168.993652
	Iteration 64Q: 3 clusters Score -4272948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4272948.500000 Penalty: 5168.993652
	Iteration 65F: 3 clusters Score -4272948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Entering Unmasked Estep 
Score: -1508733.875000 Penalty: 2328.012451
	Iteration 0F: 2 clusters Score -1508734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1499728.375000 Penalty: 4656.024902
	Iteration 0F: 3 clusters Score -1499728 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1502547.750000 Penalty: 4656.024902
	Iteration 1F: 3 clusters Score -1502548 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1502947.500000 Penalty: 4656.024902
	Iteration 2F: 3 clusters Score -1502948 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1503264.125000 Penalty: 4656.024902
	Iteration 3F: 3 clusters Score -1503264 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1503614.375000 Penalty: 4656.024902
	Iteration 4F: 3 clusters Score -1503614 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1503999.250000 Penalty: 4656.024902
	Iteration 5F: 3 clusters Score -1503999 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1504426.500000 Penalty: 4656.024902
	Iteration 6F: 3 clusters Score -1504426 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1504976.500000 Penalty: 4656.024902
	Iteration 7F: 3 clusters Score -1504976 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1505585.125000 Penalty: 4656.024902
	Iteration 8F: 3 clusters Score -1505585 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1506134.500000 Penalty: 4656.024902
	Iteration 9Q: 3 clusters Score -1506134 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1506499.625000 Penalty: 4656.024902
	Iteration 10Q: 3 clusters Score -1506500 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1506725.875000 Penalty: 4656.024902
	Iteration 11Q: 3 clusters Score -1506726 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1506814.000000 Penalty: 4656.024902
	Iteration 12Q: 3 clusters Score -1506814 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1506862.625000 Penalty: 4656.024902
	Iteration 13Q: 3 clusters Score -1506863 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1506896.750000 Penalty: 4656.024902
	Iteration 14Q: 3 clusters Score -1506897 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1506918.375000 Penalty: 4656.024902
	Iteration 15Q: 3 clusters Score -1506918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1506940.250000 Penalty: 4656.024902
	Iteration 16Q: 3 clusters Score -1506940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1506945.625000 Penalty: 4656.024902
	Iteration 17Q: 3 clusters Score -1506946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1506949.375000 Penalty: 4656.024902
	Iteration 18Q: 3 clusters Score -1506949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1506954.625000 Penalty: 4656.024902
	Iteration 19Q: 3 clusters Score -1506955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1506957.625000 Penalty: 4656.024902
	Iteration 20F: 3 clusters Score -1506958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1506963.250000 Penalty: 4656.024902
	Iteration 21Q: 3 clusters Score -1506963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1506972.750000 Penalty: 4656.024902
	Iteration 22Q: 3 clusters Score -1506973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1506974.750000 Penalty: 4656.024902
	Iteration 23Q: 3 clusters Score -1506975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1506980.000000 Penalty: 4656.024902
	Iteration 24Q: 3 clusters Score -1506980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1506982.375000 Penalty: 4656.024902
	Iteration 25Q: 3 clusters Score -1506982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1506984.500000 Penalty: 4656.024902
	Iteration 26Q: 3 clusters Score -1506984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1506982.875000 Penalty: 4656.024902
	Iteration 27Q: 3 clusters Score -1506983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1506985.500000 Penalty: 4656.024902
	Iteration 28Q: 3 clusters Score -1506986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1506989.000000 Penalty: 4656.024902
	Iteration 29Q: 3 clusters Score -1506989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1506990.875000 Penalty: 4656.024902
	Iteration 30Q: 3 clusters Score -1506991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1506991.250000 Penalty: 4656.024902
	Iteration 31Q: 3 clusters Score -1506991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1506991.000000 Penalty: 4656.024902
	Iteration 32Q: 3 clusters Score -1506991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1506990.125000 Penalty: 4656.024902
	Iteration 33Q: 3 clusters Score -1506990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1506993.500000 Penalty: 4656.024902
	Iteration 34Q: 3 clusters Score -1506994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1506993.500000 Penalty: 4656.024902
	Iteration 35F: 3 clusters Score -1506994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (51608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51608 members 
Entering Unmasked Estep 
Score: -6575590.000000 Penalty: 2691.155029
	Iteration 0F: 2 clusters Score -6575590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -6540934.500000 Penalty: 5382.310059
	Iteration 0F: 3 clusters Score -6540934 nChanged 23676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -6553909.500000 Penalty: 5382.310059
	Iteration 1F: 3 clusters Score -6553910 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -6554442.500000 Penalty: 5382.310059
	Iteration 2Q: 3 clusters Score -6554442 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -6555108.500000 Penalty: 5382.310059
	Iteration 3Q: 3 clusters Score -6555108 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -6556059.500000 Penalty: 5382.310059
	Iteration 4Q: 3 clusters Score -6556060 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -6557627.000000 Penalty: 5382.310059
	Iteration 5F: 3 clusters Score -6557627 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -6560181.500000 Penalty: 5382.310059
	Iteration 6F: 3 clusters Score -6560182 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -6563686.500000 Penalty: 5382.310059
	Iteration 7F: 3 clusters Score -6563686 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -6567547.000000 Penalty: 5382.310059
	Iteration 8F: 3 clusters Score -6567547 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -6570440.500000 Penalty: 5382.310059
	Iteration 9F: 3 clusters Score -6570440 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -6572091.500000 Penalty: 5382.310059
	Iteration 10Q: 3 clusters Score -6572092 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -6572993.500000 Penalty: 5382.310059
	Iteration 11Q: 3 clusters Score -6572994 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -6573472.500000 Penalty: 5382.310059
	Iteration 12Q: 3 clusters Score -6573472 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -6573658.500000 Penalty: 5382.310059
	Iteration 13Q: 3 clusters Score -6573658 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -6573782.000000 Penalty: 5382.310059
	Iteration 14Q: 3 clusters Score -6573782 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -6573878.000000 Penalty: 5382.310059
	Iteration 15Q: 3 clusters Score -6573878 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -6573931.000000 Penalty: 5382.310059
	Iteration 16Q: 3 clusters Score -6573931 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -6573967.000000 Penalty: 5382.310059
	Iteration 17Q: 3 clusters Score -6573967 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -6573987.500000 Penalty: 5382.310059
	Iteration 18Q: 3 clusters Score -6573988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -6574014.500000 Penalty: 5382.310059
	Iteration 19Q: 3 clusters Score -6574014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -6574029.000000 Penalty: 5382.310059
	Iteration 20F: 3 clusters Score -6574029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -6574053.500000 Penalty: 5382.310059
	Iteration 21Q: 3 clusters Score -6574054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 50635 members 
Entering Unmasked Estep 
Score: -6574046.500000 Penalty: 5382.310059
	Iteration 22Q: 3 clusters Score -6574046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -6574062.000000 Penalty: 5382.310059
	Iteration 23Q: 3 clusters Score -6574062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -6574062.000000 Penalty: 5382.310059
	Iteration 24Q: 3 clusters Score -6574062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -6574077.000000 Penalty: 5382.310059
	Iteration 25Q: 3 clusters Score -6574077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 50699 members 
Entering Unmasked Estep 
Score: -6574079.500000 Penalty: 5382.310059
	Iteration 26Q: 3 clusters Score -6574080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -6574086.000000 Penalty: 5382.310059
	Iteration 27Q: 3 clusters Score -6574086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -6574089.000000 Penalty: 5382.310059
	Iteration 28Q: 3 clusters Score -6574089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
Score: -6574085.500000 Penalty: 5382.310059
	Iteration 29Q: 3 clusters Score -6574086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -6574086.500000 Penalty: 5382.310059
	Iteration 30Q: 3 clusters Score -6574086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -6574086.500000 Penalty: 5382.310059
	Iteration 31Q: 3 clusters Score -6574086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -6574088.000000 Penalty: 5382.310059
	Iteration 32Q: 3 clusters Score -6574088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -6574081.500000 Penalty: 5382.310059
	Iteration 33Q: 3 clusters Score -6574082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -6574090.000000 Penalty: 5382.310059
	Iteration 34Q: 3 clusters Score -6574090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -6574090.000000 Penalty: 5382.310059
	Iteration 35F: 3 clusters Score -6574090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Entering Unmasked Estep 
Score: -700754.562500 Penalty: 2149.968506
	Iteration 0F: 2 clusters Score -700754.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -695703.937500 Penalty: 4299.937012
	Iteration 0F: 3 clusters Score -695703.9 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -696855.187500 Penalty: 4299.937012
	Iteration 1F: 3 clusters Score -696855.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -697093.312500 Penalty: 4299.937012
	Iteration 2F: 3 clusters Score -697093.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -697279.875000 Penalty: 4299.937012
	Iteration 3F: 3 clusters Score -697279.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -697509.437500 Penalty: 4299.937012
	Iteration 4Q: 3 clusters Score -697509.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -697813.437500 Penalty: 4299.937012
	Iteration 5F: 3 clusters Score -697813.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -698131.375000 Penalty: 4299.937012
	Iteration 6F: 3 clusters Score -698131.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -698429.875000 Penalty: 4299.937012
	Iteration 7F: 3 clusters Score -698429.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -698711.187500 Penalty: 4299.937012
	Iteration 8F: 3 clusters Score -698711.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -698931.437500 Penalty: 4299.937012
	Iteration 9F: 3 clusters Score -698931.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -699101.750000 Penalty: 4299.937012
	Iteration 10Q: 3 clusters Score -699101.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -699262.125000 Penalty: 4299.937012
	Iteration 11Q: 3 clusters Score -699262.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -699381.812500 Penalty: 4299.937012
	Iteration 12Q: 3 clusters Score -699381.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -699457.312500 Penalty: 4299.937012
	Iteration 13Q: 3 clusters Score -699457.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -699512.437500 Penalty: 4299.937012
	Iteration 14Q: 3 clusters Score -699512.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -699547.875000 Penalty: 4299.937012
	Iteration 15Q: 3 clusters Score -699547.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -699576.125000 Penalty: 4299.937012
	Iteration 16Q: 3 clusters Score -699576.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -699597.437500 Penalty: 4299.937012
	Iteration 17Q: 3 clusters Score -699597.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -699616.375000 Penalty: 4299.937012
	Iteration 18Q: 3 clusters Score -699616.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -699628.500000 Penalty: 4299.937012
	Iteration 19Q: 3 clusters Score -699628.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -699637.437500 Penalty: 4299.937012
	Iteration 20F: 3 clusters Score -699637.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -699645.437500 Penalty: 4299.937012
	Iteration 21Q: 3 clusters Score -699645.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -699651.562500 Penalty: 4299.937012
	Iteration 22Q: 3 clusters Score -699651.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -699650.875000 Penalty: 4299.937012
	Iteration 23Q: 3 clusters Score -699650.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -699653.375000 Penalty: 4299.937012
	Iteration 24Q: 3 clusters Score -699653.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -699652.750000 Penalty: 4299.937012
	Iteration 25Q: 3 clusters Score -699652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -699654.562500 Penalty: 4299.937012
	Iteration 26Q: 3 clusters Score -699654.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -699655.687500 Penalty: 4299.937012
	Iteration 27Q: 3 clusters Score -699655.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -699656.500000 Penalty: 4299.937012
	Iteration 28Q: 3 clusters Score -699656.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -699656.500000 Penalty: 4299.937012
	Iteration 29F: 3 clusters Score -699656.5 nChanged 0
--- Evaluating fit on full set of 2894945 points ---
Entering Unmasked Estep 
Score: -361503872.000000 Penalty: 73797.250000
25->21 Clusters: Score -361503872.000000, best is -362066016.000000

Main iterations: 0 (time per=infms)
Total iterations: 50281 (time per=546.543038ms)
Iterations metric 2: 5411108814848.000000 (time per=5.078577ns)
Iterations metric 3: 162345888251904.000000 (time per=169.272722ps)

That took 27480.730469 seconds.
